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"<div class=\"contentcontainer med left\" style=\"margin-left: -50px;\">\n",
"<dl class=\"dl-horizontal\">\n",
" <dt>Title</dt> <dd> Graph Element</dd>\n",
" <dt>Dependencies</dt> <dd>Matplotlib</dd>\n",
" <dt>Backends</dt> \n",
" <dd><a href='./Chord.ipynb'>Bokeh</a></dd>\n",
" <dd><a href='../matplotlib/Chord.ipynb'>Matplotlib</a></dd>\n",
"</dl>\n",
"</div>"
]
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{
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" function _(t,e,a){var _,n=t(55),i=t(56),r=t(60),s=t(47),o=t(10),p=t(28),c=t(65),u=t(24),l=t(66),h=t(68),f=t(90),y=t(93),m=Function.prototype.call,D=Object.defineProperties,v=Object.getPrototypeOf;e.exports=_=function(){var t,e,a,n=arguments[0];if(!(this instanceof _))throw new TypeError(\"Constructor requires 'new'\");return a=y&&r&&Map!==_?r(new Map,v(this)):this,null!=n&&l(n),D(a,{__mapKeysData__:p(\"c\",t=[]),__mapValuesData__:p(\"c\",e=[])}),n?(h(n,function(a){var _=o(a)[0];a=a[1],-1===i.call(t,_)&&(t.push(_),e.push(a))},a),a):a},y&&(r&&r(_,Map),_.prototype=Object.create(Map.prototype,{constructor:p(_)})),c(D(_.prototype,{clear:p(function(){this.__mapKeysData__.length&&(n.call(this.__mapKeysData__),n.call(this.__mapValuesData__),this.emit(\"_clear\"))}),delete:p(function(t){var e=i.call(this.__mapKeysData__,t);return-1!==e&&(this.__mapKeysData__.splice(e,1),this.__mapValuesData__.splice(e,1),this.emit(\"_delete\",e,t),!0)}),entries:p(function(){return new f(this,\"key+value\")}),forEach:p(function(t){var e,a,_=arguments[1];for(s(t),a=(e=this.entries())._next();void 0!==a;)m.call(t,_,this.__mapValuesData__[a],this.__mapKeysData__[a],this),a=e._next()}),get:p(function(t){var e=i.call(this.__mapKeysData__,t);if(-1!==e)return this.__mapValuesData__[e]}),has:p(function(t){return-1!==i.call(this.__mapKeysData__,t)}),keys:p(function(){return new f(this,\"key\")}),set:p(function(t,e){var a,_=i.call(this.__mapKeysData__,t);return-1===_&&(_=this.__mapKeysData__.push(t)-1,a=!0),this.__mapValuesData__[_]=e,a&&this.emit(\"_add\",_,t),this}),size:p.gs(function(){return this.__mapKeysData__.length}),values:p(function(){return new f(this,\"value\")}),toString:p(function(){return\"[object Map]\"})})),Object.defineProperty(_.prototype,u.iterator,p(function(){return this.entries()})),Object.defineProperty(_.prototype,u.toStringTag,p(\"c\",\"Map\"))},\n",
" function _(t,_,e){var i,n=t(60),r=t(28),o=t(71),s=t(24).toStringTag,a=t(91),u=Object.defineProperties,c=o.prototype._unBind;i=_.exports=function(t,_){if(!(this instanceof i))return new i(t,_);o.call(this,t.__mapKeysData__,t),_&&a[_]||(_=\"key+value\"),u(this,{__kind__:r(\"\",_),__values__:r(\"w\",t.__mapValuesData__)})},n&&n(i,o),i.prototype=Object.create(o.prototype,{constructor:r(i),_resolve:r(function(t){return\"value\"===this.__kind__?this.__values__[t]:\"key\"===this.__kind__?this.__list__[t]:[this.__list__[t],this.__values__[t]]}),_unBind:r(function(){this.__values__=null,c.call(this)}),toString:r(function(){return\"[object Map Iterator]\"})}),Object.defineProperty(i.prototype,s,r(\"c\",\"Map Iterator\"))},\n",
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" function _(t,e,o){e.exports=\"undefined\"!=typeof Map&&\"[object Map]\"===Object.prototype.toString.call(new Map)},\n",
" function _(e,a,n){e(95)()||Object.defineProperty(e(26),\"WeakMap\",{value:e(96),configurable:!0,enumerable:!1,writable:!0})},\n",
" function _(t,e,n){e.exports=function(){var t,e;if(\"function\"!=typeof WeakMap)return!1;try{t=new WeakMap([[e={},\"one\"],[{},\"two\"],[{},\"three\"]])}catch(t){return!1}return\"[object WeakMap]\"===String(t)&&(\"function\"==typeof t.set&&(t.set({},1)===t&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.has&&\"one\"===t.get(e)))))}},\n",
" function _(t,e,a){var r,n=t(8),o=t(60),p=t(97),_=t(10),i=t(98),c=t(28),s=t(69),u=t(68),f=t(24).toStringTag,k=t(99),M=Array.isArray,h=Object.defineProperty,w=Object.prototype.hasOwnProperty,y=Object.getPrototypeOf;e.exports=r=function(){var t,e=arguments[0];if(!(this instanceof r))throw new TypeError(\"Constructor requires 'new'\");return t=k&&o&&WeakMap!==r?o(new WeakMap,y(this)):this,n(e)&&(M(e)||(e=s(e))),h(t,\"__weakMapData__\",c(\"c\",\"$weakMap$\"+i())),e?(u(e,function(e){_(e),t.set(e[0],e[1])}),t):t},k&&(o&&o(r,WeakMap),r.prototype=Object.create(WeakMap.prototype,{constructor:c(r)})),Object.defineProperties(r.prototype,{delete:c(function(t){return!!w.call(p(t),this.__weakMapData__)&&(delete t[this.__weakMapData__],!0)}),get:c(function(t){if(w.call(p(t),this.__weakMapData__))return t[this.__weakMapData__]}),has:c(function(t){return w.call(p(t),this.__weakMapData__)}),set:c(function(t,e){return h(p(t),this.__weakMapData__,c(\"c\",e)),this}),toString:c(function(){return\"[object WeakMap]\"})}),h(r.prototype,f,c(\"c\",\"WeakMap\"))},\n",
" function _(n,r,t){var o=n(63);r.exports=function(n){if(!o(n))throw new TypeError(n+\" is not an Object\");return n}},\n",
" function _(t,n,r){var e=Object.create(null),o=Math.random;n.exports=function(){var t;do{t=o().toString(36).slice(2)}while(e[t]);return t}},\n",
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" function _(l,o,f){o.exports=l(101).polyfill()},\n",
" function _(t,e,r){\n",
" /*!\n",
" * @overview es6-promise - a tiny implementation of Promises/A+.\n",
" * @copyright Copyright (c) 2014 Yehuda Katz, Tom Dale, Stefan Penner and contributors (Conversion to ES6 API by Jake Archibald)\n",
" * @license Licensed under MIT license\n",
" * See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n",
" * @version v4.2.6+9869a4bc\n",
" */\n",
" !function(t,n){\"object\"==typeof r&&void 0!==e?e.exports=n():\"function\"==typeof define&&define.amd?define(n):t.ES6Promise=n()}(this,function(){\"use strict\";function e(t){return\"function\"==typeof t}var r=Array.isArray?Array.isArray:function(t){return\"[object Array]\"===Object.prototype.toString.call(t)},n=0,o=void 0,i=void 0,s=function(t,e){v[n]=t,v[n+1]=e,2===(n+=2)&&(i?i(p):b())};var u=\"undefined\"!=typeof window?window:void 0,c=u||{},a=c.MutationObserver||c.WebKitMutationObserver,f=\"undefined\"==typeof self&&\"undefined\"!=typeof process&&\"[object process]\"==={}.toString.call(process),l=\"undefined\"!=typeof Uint8ClampedArray&&\"undefined\"!=typeof importScripts&&\"undefined\"!=typeof MessageChannel;function h(){var t=setTimeout;return function(){return t(p,1)}}var v=new Array(1e3);function p(){for(var t=0;t<n;t+=2){(0,v[t])(v[t+1]),v[t]=void 0,v[t+1]=void 0}n=0}var _,d,y,m,b=void 0;function w(t,e){var r=this,n=new this.constructor(j);void 0===n[A]&&L(n);var 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_.Signal0(this,\"idle\"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}return Object.defineProperty(e.prototype,\"layoutables\",{get:function(){return this._roots.filter(function(e){return e instanceof m.LayoutDOM})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"is_idle\",{get:function(){for(var e=0,t=this.layoutables;e<t.length;e++){var n=t[e];if(!this._idle_roots.has(n))return!1}return!0},enumerable:!0,configurable:!0}),e.prototype.notify_idle=function(e){this._idle_roots.set(e,!0),this.is_idle&&(i.logger.info(\"document idle at \"+(Date.now()-this._init_timestamp)+\" ms\"),this.idle.emit())},e.prototype.clear=function(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}},e.prototype.interactive_start=function(e){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new s.LODStart)),this._interactive_timestamp=Date.now()},e.prototype.interactive_stop=function(e){null!=this._interactive_plot&&this._interactive_plot.id===e.id&&this._interactive_plot.trigger_event(new s.LODEnd),this._interactive_plot=null,this._interactive_timestamp=null},e.prototype.interactive_duration=function(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp},e.prototype.destructively_move=function(e){if(e===this)throw new Error(\"Attempted to overwrite a document with itself\");e.clear();var t=d.copy(this._roots);this.clear();for(var n=0,o=t;n<o.length;n++){if(null!=(s=o[n]).document)throw new Error(\"Somehow we didn't detach \"+s)}if(0!==Object.keys(this._all_models).length)throw new Error(\"this._all_models still had stuff in it: \"+this._all_models);for(var r=0,i=t;r<i.length;r++){var s=i[r];e.add_root(s)}e.set_title(this._title)},e.prototype._push_all_models_freeze=function(){this._all_models_freeze_count+=1},e.prototype._pop_all_models_freeze=function(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()},e.prototype._invalidate_all_models=function(){i.logger.debug(\"invalidating document models\"),0===this._all_models_freeze_count&&this._recompute_all_models()},e.prototype._recompute_all_models=function(){for(var e=new u.Set,t=0,n=this._roots;t<n.length;t++){var o=n[t];e=e.union(o.references())}for(var r=new u.Set(h.values(this._all_models)),i=r.diff(e),s=e.diff(r),a={},_=0,l=e.values;_<l.length;_++){var c=l[_];a[c.id]=c}for(var d=0,f=i.values;d<f.length;d++){var v=f[d];v.detach_document(),v instanceof g.Model&&null!=v.name&&this._all_models_by_name.remove_value(v.name,v)}for(var m=0,p=s.values;m<p.length;m++){var y=p[m];y.attach_document(this),y instanceof g.Model&&null!=y.name&&this._all_models_by_name.add_value(y.name,y)}this._all_models=a},e.prototype.roots=function(){return this._roots},e.prototype.add_root=function(e,t){if(i.logger.debug(\"Adding root: \"+e),!d.includes(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new y.RootAddedEvent(this,e,t))}},e.prototype.remove_root=function(e,t){var n=this._roots.indexOf(e);if(!(n<0)){this._push_all_models_freeze();try{this._roots.splice(n,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new y.RootRemovedEvent(this,e,t))}},e.prototype.title=function(){return this._title},e.prototype.set_title=function(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new y.TitleChangedEvent(this,e,t)))},e.prototype.get_model_by_id=function(e){return e in this._all_models?this._all_models[e]:null},e.prototype.get_model_by_name=function(e){return this._all_models_by_name.get_one(e,\"Multiple models are named '\"+e+\"'\")},e.prototype.on_change=function(e){d.includes(this._callbacks,e)||this._callbacks.push(e)},e.prototype.remove_on_change=function(e){var t=this._callbacks.indexOf(e);t>=0&&this._callbacks.splice(t,1)},e.prototype._trigger_on_change=function(e){for(var t=0,n=this._callbacks;t<n.length;t++){(0,n[t])(e)}},e.prototype._notify_change=function(e,t,n,o,r){\"name\"===t&&(this._all_models_by_name.remove_value(n,e),null!=o&&this._all_models_by_name.add_value(o,e));var i=null!=r?r.setter_id:void 0,s=null!=r?r.hint:void 0;this._trigger_on_change(new y.ModelChangedEvent(this,e,t,n,o,i,s))},e._references_json=function(e,t){void 0===t&&(t=!0);for(var n=[],o=0,r=e;o<r.length;o++){var i=r[o],s=i.ref();s.attributes=i.attributes_as_json(t),delete s.attributes.id,n.push(s)}return n},e._instantiate_object=function(e,t,n){var r=Object.assign(Object.assign({},n),{id:e,__deferred__:!0});return new(o.Models(t))(r)},e._instantiate_references_json=function(t,n){for(var o={},r=0,i=t;r<i.length;r++){var s=i[r],a=s.id,_=s.type,l=s.attributes||{},c=void 0;a in n?c=n[a]:(c=e._instantiate_object(a,_,l),null!=s.subtype&&c.set_subtype(s.subtype)),o[c.id]=c}return o},e._resolve_refs=function(e,t,n){function o(e){if(l.is_ref(e)){if(e.id in t)return t[e.id];if(e.id in n)return n[e.id];throw new Error(\"reference \"+JSON.stringify(e)+\" isn't known (not in Document?)\")}return v.isArray(e)?function(e){for(var t=[],n=0,r=e;n<r.length;n++){var i=r[n];t.push(o(i))}return t}(e):v.isPlainObject(e)?function(e){var t={};for(var n in e){var r=e[n];t[n]=o(r)}return t}(e):e}return o(e)},e._initialize_references_json=function(t,n,o){for(var r={},i=0,s=t;i<s.length;i++){var _=s[i],l=_.id,c=_.attributes,u=!(l in n),d=u?o[l]:n[l],h=e._resolve_refs(c,n,o);r[d.id]=[d,h,u]}function f(e,t){var n={};function o(r){if(r instanceof a.HasProps){if(!(r.id in n)&&r.id in e){n[r.id]=!0;var i=e[r.id],s=i[1],_=i[2];for(var l in s){o(s[l])}t(r,s,_)}}else if(v.isArray(r))for(var c=0,u=r;c<u.length;c++){o(u[c])}else if(v.isPlainObject(r))for(var d in r){o(r[d])}}for(var r in e){o(e[r][0])}}f(r,function(e,t,n){n&&e.setv(t,{silent:!0})}),f(r,function(e,t,n){n&&e.finalize()})},e._event_for_attribute_change=function(e,t,n,o,r){if(o.get_model_by_id(e.id).attribute_is_serializable(t)){var i={kind:\"ModelChanged\",model:{id:e.id,type:e.type},attr:t,new:n};return a.HasProps._json_record_references(o,n,r,!0),i}return null},e._events_to_sync_objects=function(t,n,o,r){for(var s=Object.keys(t.attributes),a=Object.keys(n.attributes),_=d.difference(s,a),l=d.difference(a,s),c=d.intersection(s,a),u=[],h=0,v=_;h<v.length;h++){var m=v[h];i.logger.warn(\"Server sent key \"+m+\" but we don't seem to have it in our JSON\")}for(var p=0,g=l;p<g.length;p++){m=g[p];var y=n.attributes[m];u.push(e._event_for_attribute_change(t,m,y,o,r))}for(var w=0,b=c;w<b.length;w++){m=b[w];var j=t.attributes[m];y=n.attributes[m];null==j&&null==y||(null==j||null==y?u.push(e._event_for_attribute_change(t,m,y,o,r)):f.isEqual(j,y)||u.push(e._event_for_attribute_change(t,m,y,o,r)))}return u.filter(function(e){return null!=e})},e._compute_patch_since_json=function(t,n){var o=n.to_json(!1);function r(e){for(var t={},n=0,o=e.roots.references;n<o.length;n++){var r=o[n];t[r.id]=r}return t}for(var i=r(t),s={},a=[],_=0,l=t.roots.root_ids;_<l.length;_++){s[p=l[_]]=i[p],a.push(p)}for(var c=r(o),u={},f=[],v=0,m=o.roots.root_ids;v<m.length;v++){var p;u[p=m[v]]=c[p],f.push(p)}if(a.sort(),f.sort(),d.difference(a,f).length>0||d.difference(f,a).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");var g={},y=[];for(var w in n._all_models)if(w in i){var b=e._events_to_sync_objects(i[w],c[w],n,g);y=y.concat(b)}return{references:e._references_json(h.values(g),!1),events:y}},e.prototype.to_json_string=function(e){return void 0===e&&(e=!0),JSON.stringify(this.to_json(e))},e.prototype.to_json=function(t){void 0===t&&(t=!0);var n=this._roots.map(function(e){return e.id}),o=h.values(this._all_models);return{version:r.version,title:this._title,roots:{root_ids:n,references:e._references_json(o,t)}}},e.from_json_string=function(t){var n=JSON.parse(t);return e.from_json(n)},e.from_json=function(t){i.logger.debug(\"Creating Document from JSON\");var n=t.version,o=-1!==n.indexOf(\"+\")||-1!==n.indexOf(\"-\"),s=\"Library versions: JS (\"+r.version+\") / Python (\"+n+\")\";o||r.version===n?i.logger.debug(s):(i.logger.warn(\"JS/Python version mismatch\"),i.logger.warn(s));var a=t.roots,_=a.root_ids,l=a.references,c=e._instantiate_references_json(l,{});e._initialize_references_json(l,{},c);for(var u=new e,d=0,h=_;d<h.length;d++){var f=h[d];u.add_root(c[f])}return u.set_title(t.title),u},e.prototype.replace_with_json=function(t){e.from_json(t).destructively_move(this)},e.prototype.create_json_patch_string=function(e){return JSON.stringify(this.create_json_patch(e))},e.prototype.create_json_patch=function(t){for(var n={},o=[],r=0,s=t;r<s.length;r++){var a=s[r];if(a.document!==this)throw i.logger.warn(\"Cannot create a patch using events from a different document, event had \",a.document,\" we are \",this),new Error(\"Cannot create a patch using events from a different document\");o.push(a.json(n))}return{events:o,references:e._references_json(h.values(n))}},e.prototype.apply_json_patch=function(t,n,o){var r;void 0===n&&(n=[]);for(var s=t.references,a=t.events,_=e._instantiate_references_json(s,this._all_models),l=0,u=a;l<u.length;l++){switch((w=u[l]).kind){case\"RootAdded\":case\"RootRemoved\":case\"ModelChanged\":var d=w.model.id;if(d in this._all_models)_[d]=this._all_models[d];else if(!(d in _))throw i.logger.warn(\"Got an event for unknown model \",w.model),new Error(\"event model wasn't known\")}}var h={},f={};for(var v in _){var m=_[v];v in this._all_models?h[v]=m:f[v]=m}e._initialize_references_json(s,h,f);for(var g=0,y=a;g<y.length;g++){var w;switch((w=y[g]).kind){case\"ModelChanged\":var b=w.model.id;if(!(b in this._all_models))throw new Error(\"Cannot apply patch to \"+b+\" which is not in the document\");var j=this._all_models[b],k=w.attr,E=w.model.type;if(\"data\"===k&&\"ColumnDataSource\"===E){var C=c.decode_column_data(w.new,n),O=C[0],S=C[1];j.setv({_shapes:S,data:O},{setter_id:o})}else{m=e._resolve_refs(w.new,h,f);j.setv(((r={})[k]=m,r),{setter_id:o})}break;case\"ColumnDataChanged\":if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot stream to \"+J+\" which is not in the document\");var D=this._all_models[J],z=c.decode_column_data(w.new,n);O=z[0],S=z[1];if(null!=w.cols){for(var M in D.data)M in O||(O[M]=D.data[M]);for(var M in D._shapes)M in S||(S[M]=D._shapes[M])}D.setv({_shapes:S,data:O},{setter_id:o,check_eq:!1});break;case\"ColumnsStreamed\":if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot stream to \"+J+\" which is not in the document\");if(!((D=this._all_models[J])instanceof p.ColumnDataSource))throw new Error(\"Cannot stream to non-ColumnDataSource\");O=w.data;var A=w.rollover;D.stream(O,A,o);break;case\"ColumnsPatched\":var J;if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot patch \"+J+\" which is not in the document\");if(!((D=this._all_models[J])instanceof p.ColumnDataSource))throw new Error(\"Cannot patch non-ColumnDataSource\");var P=w.patches;D.patch(P,o);break;case\"RootAdded\":var R=_[w.model.id];this.add_root(R,o);break;case\"RootRemoved\":R=_[w.model.id];this.remove_root(R,o);break;case\"TitleChanged\":this.set_title(w.title,o);break;default:throw new Error(\"Unknown patch event \"+JSON.stringify(w))}}},e}();n.Document=b,b.__name__=\"Document\"},\n",
" function _(e,r,o){var s=e(109),i=e(115);o.overrides={};var t=new Map;o.Models=function(e){var r=o.overrides[e]||t.get(e);if(null==r)throw new Error(\"Model '\"+e+\"' does not exist. This could be due to a widget or a custom model not being registered before first usage.\");return r},o.Models.register=function(e,r){o.overrides[e]=r},o.Models.unregister=function(e){delete o.overrides[e]},o.Models.register_models=function(e,r,o){var n;if(void 0===r&&(r=!1),null!=e)for(var d in e){var l=e[d];if(n=l,s.isObject(n)&&n.prototype instanceof i.HasProps){var a=l.__qualified__;r||!t.has(a)?t.set(a,l):null!=o?o(a):console.warn(\"Model '\"+a+\"' was already registered\")}}},o.register_models=o.Models.register_models,o.Models.registered_names=function(){return Array.from(t.keys())};var n=e(129);o.register_models(n)},\n",
" function _(n,r,t){var e=n(110),i=Object.prototype.toString;function o(n){return\"[object Number]\"===i.call(n)}function u(n){var r=typeof n;return\"function\"===r||\"object\"===r&&!!n}t.isBoolean=function(n){return!0===n||!1===n||\"[object Boolean]\"===i.call(n)},t.isNumber=o,t.isInteger=function(n){return o(n)&&isFinite(n)&&Math.floor(n)===n},t.isString=function(n){return\"[object String]\"===i.call(n)},t.isStrictNaN=function(n){return o(n)&&n!==+n},t.isFunction=function(n){return\"[object Function]\"===i.call(n)},t.isArray=function(n){return Array.isArray(n)},t.isArrayOf=function(n,r){return e.every(n,r)},t.isArrayableOf=function(n,r){for(var t=0,e=n.length;t<e;t++)if(!r(n[t]))return!1;return!0},t.isTypedArray=function(n){return null!=n&&n.buffer instanceof ArrayBuffer},t.isObject=u,t.isPlainObject=function(n){return u(n)&&(null==n.constructor||n.constructor===Object)}},\n",
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" function _(r,n,t){var e=r(113),i=function(r){function n(){return null!==r&&r.apply(this,arguments)||this}return e.__extends(n,r),n}(Error);t.AssertionError=i,i.__name__=\"AssertionError\",t.assert=function(r,n){if(!(!0===r||!1!==r&&r()))throw new i(n||\"Assertion failed\")}},\n",
" function _(t,e,n){\n",
" /*! *****************************************************************************\n",
" Copyright (c) Microsoft Corporation. All rights reserved.\n",
" Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use\n",
" this file except in compliance with the License. You may obtain a copy of the\n",
" License at http://www.apache.org/licenses/LICENSE-2.0\n",
" \n",
" THIS CODE IS PROVIDED ON AN *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n",
" KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED\n",
" WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE,\n",
" MERCHANTABLITY OR NON-INFRINGEMENT.\n",
" \n",
" See the Apache Version 2.0 License for specific language governing permissions\n",
" and limitations under the License.\n",
" ***************************************************************************** */\n",
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" function _(n,t,e){var i=n(113),r=n(117),l=n(119),o=n(110),u=function(){function n(n,t){this.sender=n,this.name=t}return n.prototype.connect=function(n,t){void 0===t&&(t=null),a.has(this.sender)||a.set(this.sender,[]);var e=a.get(this.sender);if(null!=f(e,this,n,t))return!1;var i=t||n;s.has(i)||s.set(i,[]);var r=s.get(i),l={signal:this,slot:n,context:t};return e.push(l),r.push(l),!0},n.prototype.disconnect=function(n,t){void 0===t&&(t=null);var e=a.get(this.sender);if(null==e||0===e.length)return!1;var i=f(e,this,n,t);if(null==i)return!1;var r=t||n,l=s.get(r);return i.signal=null,h(e),h(l),!0},n.prototype.emit=function(n){for(var t=0,e=a.get(this.sender)||[];t<e.length;t++){var i=e[t],r=i.signal,l=i.slot,o=i.context;r===this&&l.call(o,n,this.sender)}},n}();e.Signal=u,u.__name__=\"Signal\";var c=function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(t,n),t.prototype.emit=function(){n.prototype.emit.call(this,void 0)},t}(u);e.Signal0=c,c.__name__=\"Signal0\",function(n){n.disconnectBetween=function(n,t){var e=a.get(n);if(null!=e&&0!==e.length){var i=s.get(t);if(null!=i&&0!==i.length){for(var r=0,l=i;r<l.length;r++){var o=l[r];if(null==o.signal)return;o.signal.sender===n&&(o.signal=null)}h(e),h(i)}}},n.disconnectSender=function(n){var t=a.get(n);if(null!=t&&0!==t.length){for(var e=0,i=t;e<i.length;e++){var r=i[e];if(null==r.signal)return;var l=r.context||r.slot;r.signal=null,h(s.get(l))}h(t)}},n.disconnectReceiver=function(n){var t=s.get(n);if(null!=t&&0!==t.length){for(var e=0,i=t;e<i.length;e++){var r=i[e];if(null==r.signal)return;var l=r.signal.sender;r.signal=null,h(a.get(l))}h(t)}},n.disconnectAll=function(n){var t=a.get(n);if(null!=t&&0!==t.length){for(var e=0,i=t;e<i.length;e++)i[e].signal=null;h(t)}var r=s.get(n);if(null!=r&&0!==r.length){for(var l=0,o=r;l<o.length;l++)o[l].signal=null;h(r)}}}(u=e.Signal||(e.Signal={})),e.Signalable=function(n){return null!=n?function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(t,n),t.prototype.connect=function(n,t){return n.connect(t,this)},t.prototype.disconnect=function(n,t){return n.disconnect(t,this)},t}(n):function(){function n(){}return n.prototype.connect=function(n,t){return n.connect(t,this)},n.prototype.disconnect=function(n,t){return n.disconnect(t,this)},n}()},function(n){n.connect=function(n,t){return n.connect(t,this)},n.disconnect=function(n,t){return n.disconnect(t,this)}}(e._Signalable||(e._Signalable={}));var a=new WeakMap,s=new WeakMap;function f(n,t,e,i){return o.find(n,function(n){return n.signal===t&&n.slot===e&&n.context===i})}var g=new r.Set;function h(n){0===g.size&&l.defer(v),g.add(n)}function v(){g.forEach(function(n){o.remove_by(n,function(n){return null==n.signal})}),g.clear()}},\n",
" function _(t,n,e){var r=t(110),i=t(118),o=t(109),s=function(){function t(){this._dict={}}return t.prototype._existing=function(t){return t in this._dict?this._dict[t]:null},t.prototype.add_value=function(t,n){var e=this._existing(t);null==e?this._dict[t]=n:o.isArray(e)?e.push(n):this._dict[t]=[e,n]},t.prototype.remove_value=function(t,n){var e=this._existing(t);if(o.isArray(e)){var s=r.difference(e,[n]);s.length>0?this._dict[t]=s:delete this._dict[t]}else i.isEqual(e,n)&&delete this._dict[t]},t.prototype.get_one=function(t,n){var e=this._existing(t);if(o.isArray(e)){if(1===e.length)return e[0];throw new Error(n)}return e},t}();e.MultiDict=s,s.__name__=\"MultiDict\";var a=function(){function t(n){if(null==n)this._values=[];else if(n instanceof t)this._values=r.copy(n._values);else{this._values=[];for(var e=0,i=n;e<i.length;e++){var o=i[e];this.add(o)}}}return Object.defineProperty(t.prototype,\"values\",{get:function(){return r.copy(this._values).sort()},enumerable:!0,configurable:!0}),t.prototype.toString=function(){return\"Set([\"+this.values.join(\",\")+\"])\"},Object.defineProperty(t.prototype,\"size\",{get:function(){return this._values.length},enumerable:!0,configurable:!0}),t.prototype.has=function(t){return-1!==this._values.indexOf(t)},t.prototype.add=function(t){this.has(t)||this._values.push(t)},t.prototype.remove=function(t){var n=this._values.indexOf(t);-1!==n&&this._values.splice(n,1)},t.prototype.toggle=function(t){var n=this._values.indexOf(t);-1===n?this._values.push(t):this._values.splice(n,1)},t.prototype.clear=function(){this._values=[]},t.prototype.union=function(n){return n=new t(n),new t(this._values.concat(n._values))},t.prototype.intersect=function(n){n=new t(n);for(var e=new t,r=0,i=n._values;r<i.length;r++){var o=i[r];this.has(o)&&n.has(o)&&e.add(o)}return e},t.prototype.diff=function(n){n=new t(n);for(var e=new t,r=0,i=this._values;r<i.length;r++){var o=i[r];n.has(o)||e.add(o)}return e},t.prototype.forEach=function(t,n){for(var e=0,r=this._values;e<r.length;e++){var i=r[e];t.call(n||this,i,i,this)}},t}();e.Set=a,a.__name__=\"Set\";var u=function(){function t(t,n,e){this.nrows=t,this.ncols=n,this._matrix=new Array(t);for(var r=0;r<t;r++){this._matrix[r]=new Array(n);for(var i=0;i<n;i++)this._matrix[r][i]=e(r,i)}}return t.prototype.at=function(t,n){return this._matrix[t][n]},t.prototype.map=function(n){var e=this;return new t(this.nrows,this.ncols,function(t,r){return n(e.at(t,r),t,r)})},t.prototype.apply=function(n){var e=this,r=t.from(n),i=this.nrows,o=this.ncols;if(i==r.nrows&&o==r.ncols)return new t(i,o,function(t,n){return r.at(t,n)(e.at(t,n),t,n)});throw new Error(\"dimensions don't match\")},t.prototype.to_sparse=function(){for(var t=[],n=0;n<this.nrows;n++)for(var e=0;e<this.ncols;e++){var r=this._matrix[n][e];t.push([r,n,e])}return t},t.from=function(n){return n instanceof t?n:new t(n.length,r.min(n.map(function(t){return t.length})),function(t,e){return n[t][e]})},t}();e.Matrix=u,u.__name__=\"Matrix\"},\n",
" function _(t,r,e){var n=t(109),o=Object.prototype.toString;e.isEqual=function(t,r){return function t(r,e,c,u){if(r===e)return 0!==r||1/r==1/e;if(null==r||null==e)return r===e;var i=o.call(r);if(i!==o.call(e))return!1;switch(i){case\"[object RegExp]\":case\"[object String]\":return\"\"+r==\"\"+e;case\"[object Number]\":return+r!=+r?+e!=+e:0==+r?1/+r==1/e:+r==+e;case\"[object Date]\":case\"[object Boolean]\":return+r==+e}var f=\"[object Array]\"===i;if(!f){if(\"object\"!=typeof r||\"object\"!=typeof e)return!1;var s=r.constructor,a=e.constructor;if(s!==a&&!(n.isFunction(s)&&s instanceof s&&n.isFunction(a)&&a instanceof a)&&\"constructor\"in r&&\"constructor\"in e)return!1}u=u||[];for(var l=(c=c||[]).length;l--;)if(c[l]===r)return u[l]===e;if(c.push(r),u.push(e),f){if((l=r.length)!==e.length)return!1;for(;l--;)if(!t(r[l],e[l],c,u))return!1}else{var b=Object.keys(r),p=void 0;if(l=b.length,Object.keys(e).length!==l)return!1;for(;l--;)if(p=b[l],!e.hasOwnProperty(p)||!t(r[p],e[p],c,u))return!1}return c.pop(),u.pop(),!0}(t,r)}},\n",
" function _(n,t,e){e.delay=function(n,t){return setTimeout(n,t)};var r=\"function\"==typeof requestAnimationFrame?requestAnimationFrame:setImmediate;e.defer=function(n){return r(n)},e.throttle=function(n,t,e){var r,u,i;void 0===e&&(e={});var a=null,o=0,l=function(){o=!1===e.leading?0:Date.now(),a=null,i=n.apply(r,u),a||(r=u=null)};return function(){var c=Date.now();o||!1!==e.leading||(o=c);var f=t-(c-o);return r=this,u=arguments,f<=0||f>t?(a&&(clearTimeout(a),a=null),o=c,i=n.apply(r,u),a||(r=u=null)):a||!1===e.trailing||(a=setTimeout(l,f)),i}},e.once=function(n){var t,e=!1;return function(){return e||(e=!0,t=n()),t}}},\n",
" function _(e,t,n){var r=e(121),a=e(125);function l(e,t){var n={};for(var r in e){var a=e[r];n[t+r]=a}return n}var i={line_color:[r.ColorSpec,\"black\"],line_width:[r.NumberSpec,1],line_alpha:[r.NumberSpec,1],line_join:[r.LineJoin,\"bevel\"],line_cap:[r.LineCap,\"butt\"],line_dash:[r.Array,[]],line_dash_offset:[r.Number,0]};n.line=function(e){return void 0===e&&(e=\"\"),l(i,e)};var o={fill_color:[r.ColorSpec,\"gray\"],fill_alpha:[r.NumberSpec,1]};n.fill=function(e){return void 0===e&&(e=\"\"),l(o,e)};var c={hatch_color:[r.ColorSpec,\"black\"],hatch_alpha:[r.NumberSpec,1],hatch_scale:[r.NumberSpec,12],hatch_pattern:[r.StringSpec,null],hatch_weight:[r.NumberSpec,1],hatch_extra:[r.Any,{}]};n.hatch=function(e){return void 0===e&&(e=\"\"),l(c,e)};var h={text_font:[r.Font,\"helvetica\"],text_font_size:[r.FontSizeSpec,\"12pt\"],text_font_style:[r.FontStyle,\"normal\"],text_color:[r.ColorSpec,\"#444444\"],text_alpha:[r.NumberSpec,1],text_align:[r.TextAlign,\"left\"],text_baseline:[r.TextBaseline,\"bottom\"],text_line_height:[r.Number,1.2]};n.text=function(e){return void 0===e&&(e=\"\"),l(h,e)},n.create=function(e){for(var t={},r=0,l=e;r<l.length;r++){var i=l[r].split(\":\"),o=i[0],c=i[1],h=void 0;switch(o){case\"line\":h=n.line;break;case\"fill\":h=n.fill;break;case\"hatch\":h=n.hatch;break;case\"text\":h=n.text;break;default:throw new Error(\"Unknown property mixin kind '\"+o+\"'\")}a.extend(t,h(c))}return t}},\n",
" function _(t,n,e){var i=t(113),r=t(116),o=t(122),u=t(110),a=t(114),l=t(123),s=t(109);function c(t){try{return JSON.stringify(t)}catch(n){return t.toString()}}function p(t){return s.isPlainObject(t)&&(void 0===t.value?0:1)+(void 0===t.field?0:1)+(void 0===t.expr?0:1)==1}r.Signal,e.isSpec=p;var _=function(t){function n(n,e,i){var o=t.call(this)||this;return o.obj=n,o.attr=e,o.default_value=i,o.optional=!1,o.change=new r.Signal0(o.obj,\"change\"),o._init(),o.connect(o.change,function(){return o._init()}),o}return i.__extends(n,t),n.prototype.update=function(){this._init()},n.prototype.init=function(){},n.prototype.transform=function(t){return t},n.prototype.validate=function(t){if(!this.valid(t))throw new Error(this.obj.type+\".\"+this.attr+\" given invalid value: \"+c(t))},n.prototype.valid=function(t){return!0},n.prototype.value=function(t){if(void 0===t&&(t=!0),void 0===this.spec.value)throw new Error(\"attempted to retrieve property value for property without value specification\");var n=this.transform([this.spec.value])[0];return null!=this.spec.transform&&t&&(n=this.spec.transform.compute(n)),n},n.prototype._init=function(){var t,n=this.obj,e=this.attr,i=n.getv(e);if(void 0===i){var r=this.default_value;i=void 0!==r?r(n):null,n.setv(((t={})[e]=i,t),{silent:!0,defaults:!0})}s.isArray(i)?this.spec={value:i}:p(i)?this.spec=i:this.spec={value:i},null!=this.spec.value&&this.validate(this.spec.value),this.init()},n.prototype.toString=function(){return\"Prop(\"+this.obj+\".\"+this.attr+\", spec: \"+c(this.spec)+\")\"},n}(r.Signalable());e.Property=_,_.__name__=\"Property\";var f=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(_);e.Any=f,f.__name__=\"Any\";var h=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isArray(t)||t instanceof Float64Array},n}(_);e.Array=h,h.__name__=\"Array\";var d=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isBoolean(t)},n}(_);e.Boolean=d,d.__name__=\"Boolean\";var y=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isString(t)&&l.is_color(t)},n}(_);e.Color=y,y.__name__=\"Color\";var v=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(_);e.Instance=v,v.__name__=\"Instance\";var m=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isNumber(t)},n}(_);e.Number=m,m.__name__=\"Number\";var S=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isNumber(t)&&(0|t)==t},n}(m);e.Int=S,S.__name__=\"Int\";var g=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(m);e.Angle=g,g.__name__=\"Angle\";var x=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isNumber(t)&&0<=t&&t<=1},n}(m);e.Percent=x,x.__name__=\"Percent\";var b=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isString(t)},n}(_);e.String=b,b.__name__=\"String\";var P=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(b);e.FontSize=P,P.__name__=\"FontSize\";var L=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(b);e.Font=L,L.__name__=\"Font\";var T=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.valid=function(t){return s.isString(t)&&u.includes(this.enum_values,t)},n}(_);function A(t){return function(n){function e(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(e,n),Object.defineProperty(e.prototype,\"enum_values\",{get:function(){return t},enumerable:!0,configurable:!0}),e}(T)}e.EnumProperty=T,T.__name__=\"EnumProperty\",e.Enum=A;var O=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),Object.defineProperty(n.prototype,\"enum_values\",{get:function(){return o.Direction},enumerable:!0,configurable:!0}),n.prototype.transform=function(t){for(var n=new Uint8Array(t.length),e=0;e<t.length;e++)switch(t[e]){case\"clock\":n[e]=0;break;case\"anticlock\":n[e]=1}return n},n}(T);e.Direction=O,O.__name__=\"Direction\",e.Anchor=A(o.Anchor),e.AngleUnits=A(o.AngleUnits),e.BoxOrigin=A(o.BoxOrigin),e.ButtonType=A(o.ButtonType),e.Dimension=A(o.Dimension),e.Dimensions=A(o.Dimensions),e.Distribution=A(o.Distribution),e.FontStyle=A(o.FontStyle),e.HatchPatternType=A(o.HatchPatternType),e.HTTPMethod=A(o.HTTPMethod),e.HexTileOrientation=A(o.HexTileOrientation),e.HoverMode=A(o.HoverMode),e.LatLon=A(o.LatLon),e.LegendClickPolicy=A(o.LegendClickPolicy),e.LegendLocation=A(o.LegendLocation),e.LineCap=A(o.LineCap),e.LineJoin=A(o.LineJoin),e.LinePolicy=A(o.LinePolicy),e.Location=A(o.Location),e.Logo=A(o.Logo),e.MarkerType=A(o.MarkerType),e.Orientation=A(o.Orientation),e.OutputBackend=A(o.OutputBackend),e.PaddingUnits=A(o.PaddingUnits),e.Place=A(o.Place),e.PointPolicy=A(o.PointPolicy),e.RadiusDimension=A(o.RadiusDimension),e.RenderLevel=A(o.RenderLevel),e.RenderMode=A(o.RenderMode),e.ResetPolicy=A(o.ResetPolicy),e.RoundingFunction=A(o.RoundingFunction),e.Side=A(o.Side),e.SizingMode=A(o.SizingMode),e.SliderCallbackPolicy=A(o.SliderCallbackPolicy),e.Sort=A(o.Sort),e.SpatialUnits=A(o.SpatialUnits),e.StartEnd=A(o.StartEnd),e.StepMode=A(o.StepMode),e.TapBehavior=A(o.TapBehavior),e.TextAlign=A(o.TextAlign),e.TextBaseline=A(o.TextBaseline),e.TextureRepetition=A(o.TextureRepetition),e.TickLabelOrientation=A(o.TickLabelOrientation),e.TooltipAttachment=A(o.TooltipAttachment),e.UpdateMode=A(o.UpdateMode),e.VerticalAlign=A(o.VerticalAlign);var M=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(_);e.ScalarSpec=M,M.__name__=\"ScalarSpec\";var k=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.array=function(t){var n;if(null!=this.spec.field){if(null==(n=this.transform(t.get_column(this.spec.field))))throw new Error(\"attempted to retrieve property array for nonexistent field '\"+this.spec.field+\"'\")}else if(null!=this.spec.expr)n=this.transform(this.spec.expr.v_compute(t));else{var e=t.get_length();null==e&&(e=1);var i=this.value(!1);n=u.repeat(i,e)}return null!=this.spec.transform&&(n=this.spec.transform.v_compute(n)),n},n}(_);e.VectorSpec=k,k.__name__=\"VectorSpec\";var B=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(k);e.DataSpec=B,B.__name__=\"DataSpec\";var D=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.init=function(){null==this.spec.units&&(this.spec.units=this.default_units);var t=this.spec.units;if(!u.includes(this.valid_units,t))throw new Error(\"units must be one of \"+this.valid_units.join(\", \")+\"; got: \"+t)},Object.defineProperty(n.prototype,\"units\",{get:function(){return this.spec.units},set:function(t){this.spec.units=t},enumerable:!0,configurable:!0}),n}(k);e.UnitsSpec=D,D.__name__=\"UnitsSpec\";var j=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),Object.defineProperty(n.prototype,\"default_units\",{get:function(){return\"rad\"},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"valid_units\",{get:function(){return o.AngleUnits},enumerable:!0,configurable:!0}),n.prototype.transform=function(n){return\"deg\"==this.spec.units&&(n=a.map(n,function(t){return t*Math.PI/180})),n=a.map(n,function(t){return-t}),t.prototype.transform.call(this,n)},n}(D);e.AngleSpec=j,j.__name__=\"AngleSpec\";var C=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.BooleanSpec=C,C.__name__=\"BooleanSpec\";var U=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.ColorSpec=U,U.__name__=\"ColorSpec\";var w=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.CoordinateSpec=w,w.__name__=\"CoordinateSpec\";var R=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.CoordinateSeqSpec=R,R.__name__=\"CoordinateSeqSpec\";var F=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return 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" function _(t,l,G){l.exports=function(t){t(\"EPSG:4326\",\"+title=WGS 84 (long/lat) +proj=longlat +ellps=WGS84 +datum=WGS84 +units=degrees\"),t(\"EPSG:4269\",\"+title=NAD83 (long/lat) +proj=longlat +a=6378137.0 +b=6356752.31414036 +ellps=GRS80 +datum=NAD83 +units=degrees\"),t(\"EPSG:3857\",\"+title=WGS 84 / Pseudo-Mercator +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 +k=1.0 +units=m +nadgrids=@null +no_defs\"),t.WGS84=t[\"EPSG:4326\"],t[\"EPSG:3785\"]=t[\"EPSG:3857\"],t.GOOGLE=t[\"EPSG:3857\"],t[\"EPSG:900913\"]=t[\"EPSG:3857\"],t[\"EPSG:102113\"]=t[\"EPSG:3857\"]}},\n",
" function _(n,t,o){var a=.017453292519943295,u=n(139),e=n(140);t.exports=function(n){var t,o,r,i={},f=n.split(\"+\").map(function(n){return n.trim()}).filter(function(n){return n}).reduce(function(n,t){var o=t.split(\"=\");return o.push(!0),n[o[0].toLowerCase()]=o[1],n},{}),s={proj:\"projName\",datum:\"datumCode\",rf:function(n){i.rf=parseFloat(n)},lat_0:function(n){i.lat0=n*a},lat_1:function(n){i.lat1=n*a},lat_2:function(n){i.lat2=n*a},lat_ts:function(n){i.lat_ts=n*a},lon_0:function(n){i.long0=n*a},lon_1:function(n){i.long1=n*a},lon_2:function(n){i.long2=n*a},alpha:function(n){i.alpha=parseFloat(n)*a},lonc:function(n){i.longc=n*a},x_0:function(n){i.x0=parseFloat(n)},y_0:function(n){i.y0=parseFloat(n)},k_0:function(n){i.k0=parseFloat(n)},k:function(n){i.k0=parseFloat(n)},a:function(n){i.a=parseFloat(n)},b:function(n){i.b=parseFloat(n)},r_a:function(){i.R_A=!0},zone:function(n){i.zone=parseInt(n,10)},south:function(){i.utmSouth=!0},towgs84:function(n){i.datum_params=n.split(\",\").map(function(n){return parseFloat(n)})},to_meter:function(n){i.to_meter=parseFloat(n)},units:function(n){i.units=n,e[n]&&(i.to_meter=e[n].to_meter)},from_greenwich:function(n){i.from_greenwich=n*a},pm:function(n){i.from_greenwich=(u[n]?u[n]:parseFloat(n))*a},nadgrids:function(n){\"@null\"===n?i.datumCode=\"none\":i.nadgrids=n},axis:function(n){3===n.length&&-1!==\"ewnsud\".indexOf(n.substr(0,1))&&-1!==\"ewnsud\".indexOf(n.substr(1,1))&&-1!==\"ewnsud\".indexOf(n.substr(2,1))&&(i.axis=n)}};for(t in f)o=f[t],t in s?\"function\"==typeof(r=s[t])?r(o):i[r]=o:i[t]=o;return\"string\"==typeof i.datumCode&&\"WGS84\"!==i.datumCode&&(i.datumCode=i.datumCode.toLowerCase()),i}},\n",
" function _(o,r,s){s.greenwich=0,s.lisbon=-9.131906111111,s.paris=2.337229166667,s.bogota=-74.080916666667,s.madrid=-3.687938888889,s.rome=12.452333333333,s.bern=7.439583333333,s.jakarta=106.807719444444,s.ferro=-17.666666666667,s.brussels=4.367975,s.stockholm=18.058277777778,s.athens=23.7163375,s.oslo=10.722916666667},\n",
" function _(t,e,f){f.ft={to_meter:.3048},f[\"us-ft\"]={to_meter:1200/3937}},\n",
" function _(e,a,t){var r=.017453292519943295,n=e(142);function o(e,a,t){e[a]=t.map(function(e){var a={};return l(e,a),a}).reduce(function(e,a){return n(e,a)},{})}function l(e,a){var t;Array.isArray(e)?(\"PARAMETER\"===(t=e.shift())&&(t=e.shift()),1===e.length?Array.isArray(e[0])?(a[t]={},l(e[0],a[t])):a[t]=e[0]:e.length?\"TOWGS84\"===t?a[t]=e:(a[t]={},[\"UNIT\",\"PRIMEM\",\"VERT_DATUM\"].indexOf(t)>-1?(a[t]={name:e[0].toLowerCase(),convert:e[1]},3===e.length&&(a[t].auth=e[2])):\"SPHEROID\"===t?(a[t]={name:e[0],a:e[1],rf:e[2]},4===e.length&&(a[t].auth=e[3])):[\"GEOGCS\",\"GEOCCS\",\"DATUM\",\"VERT_CS\",\"COMPD_CS\",\"LOCAL_CS\",\"FITTED_CS\",\"LOCAL_DATUM\"].indexOf(t)>-1?(e[0]=[\"name\",e[0]],o(a,t,e)):e.every(function(e){return Array.isArray(e)})?o(a,t,e):l(e,a[t])):a[t]=!0):a[e]=!0}function i(e){return e*r}a.exports=function(e,a){var t=JSON.parse((\",\"+e).replace(/\\s*\\,\\s*([A-Z_0-9]+?)(\\[)/g,',[\"$1\",').slice(1).replace(/\\s*\\,\\s*([A-Z_0-9]+?)\\]/g,',\"$1\"]').replace(/,\\[\"VERTCS\".+/,\"\")),r=t.shift(),o=t.shift();t.unshift([\"name\",o]),t.unshift([\"type\",r]),t.unshift(\"output\");var _={};return l(t,_),function(e){function a(a){var t=e.to_meter||1;return parseFloat(a,10)*t}\"GEOGCS\"===e.type?e.projName=\"longlat\":\"LOCAL_CS\"===e.type?(e.projName=\"identity\",e.local=!0):\"object\"==typeof e.PROJECTION?e.projName=Object.keys(e.PROJECTION)[0]:e.projName=e.PROJECTION,e.UNIT&&(e.units=e.UNIT.name.toLowerCase(),\"metre\"===e.units&&(e.units=\"meter\"),e.UNIT.convert&&(\"GEOGCS\"===e.type?e.DATUM&&e.DATUM.SPHEROID&&(e.to_meter=parseFloat(e.UNIT.convert,10)*e.DATUM.SPHEROID.a):e.to_meter=parseFloat(e.UNIT.convert,10))),e.GEOGCS&&(e.GEOGCS.DATUM?e.datumCode=e.GEOGCS.DATUM.name.toLowerCase():e.datumCode=e.GEOGCS.name.toLowerCase(),\"d_\"===e.datumCode.slice(0,2)&&(e.datumCode=e.datumCode.slice(2)),\"new_zealand_geodetic_datum_1949\"!==e.datumCode&&\"new_zealand_1949\"!==e.datumCode||(e.datumCode=\"nzgd49\"),\"wgs_1984\"===e.datumCode&&(\"Mercator_Auxiliary_Sphere\"===e.PROJECTION&&(e.sphere=!0),e.datumCode=\"wgs84\"),\"_ferro\"===e.datumCode.slice(-6)&&(e.datumCode=e.datumCode.slice(0,-6)),\"_jakarta\"===e.datumCode.slice(-8)&&(e.datumCode=e.datumCode.slice(0,-8)),~e.datumCode.indexOf(\"belge\")&&(e.datumCode=\"rnb72\"),e.GEOGCS.DATUM&&e.GEOGCS.DATUM.SPHEROID&&(e.ellps=e.GEOGCS.DATUM.SPHEROID.name.replace(\"_19\",\"\").replace(/[Cc]larke\\_18/,\"clrk\"),\"international\"===e.ellps.toLowerCase().slice(0,13)&&(e.ellps=\"intl\"),e.a=e.GEOGCS.DATUM.SPHEROID.a,e.rf=parseFloat(e.GEOGCS.DATUM.SPHEROID.rf,10)),~e.datumCode.indexOf(\"osgb_1936\")&&(e.datumCode=\"osgb36\")),e.b&&!isFinite(e.b)&&(e.b=e.a),[[\"standard_parallel_1\",\"Standard_Parallel_1\"],[\"standard_parallel_2\",\"Standard_Parallel_2\"],[\"false_easting\",\"False_Easting\"],[\"false_northing\",\"False_Northing\"],[\"central_meridian\",\"Central_Meridian\"],[\"latitude_of_origin\",\"Latitude_Of_Origin\"],[\"latitude_of_origin\",\"Central_Parallel\"],[\"scale_factor\",\"Scale_Factor\"],[\"k0\",\"scale_factor\"],[\"latitude_of_center\",\"Latitude_of_center\"],[\"lat0\",\"latitude_of_center\",i],[\"longitude_of_center\",\"Longitude_Of_Center\"],[\"longc\",\"longitude_of_center\",i],[\"x0\",\"false_easting\",a],[\"y0\",\"false_northing\",a],[\"long0\",\"central_meridian\",i],[\"lat0\",\"latitude_of_origin\",i],[\"lat0\",\"standard_parallel_1\",i],[\"lat1\",\"standard_parallel_1\",i],[\"lat2\",\"standard_parallel_2\",i],[\"alpha\",\"azimuth\",i],[\"srsCode\",\"name\"]].forEach(function(a){return t=e,n=(r=a)[0],o=r[1],void(!(n in t)&&o in t&&(t[n]=t[o],3===r.length&&(t[n]=r[2](t[n]))));var t,r,n,o}),e.long0||!e.longc||\"Albers_Conic_Equal_Area\"!==e.projName&&\"Lambert_Azimuthal_Equal_Area\"!==e.projName||(e.long0=e.longc),e.lat_ts||!e.lat1||\"Stereographic_South_Pole\"!==e.projName&&\"Polar Stereographic (variant B)\"!==e.projName||(e.lat0=i(e.lat1>0?90:-90),e.lat_ts=e.lat1)}(_.output),n(a,_.output)}},\n",
" function _(n,r,i){r.exports=function(n,r){var i,o;if(n=n||{},!r)return n;for(o in r)void 0!==(i=r[o])&&(n[o]=i);return n}},\n",
" function _(n,o,t){var r=[n(144),n(150)],e={},a=[];function i(n,o){var t=a.length;return n.names?(a[t]=n,n.names.forEach(function(n){e[n.toLowerCase()]=t}),this):(console.log(o),!0)}t.add=i,t.get=function(n){if(!n)return!1;var o=n.toLowerCase();return void 0!==e[o]&&a[e[o]]?a[e[o]]:void 0},t.start=function(){r.forEach(i)}},\n",
" function _(t,s,i){var h=t(145),a=Math.PI/2,e=57.29577951308232,r=t(146),n=Math.PI/4,l=t(148),o=t(149);i.init=function(){var t=this.b/this.a;this.es=1-t*t,\"x0\"in this||(this.x0=0),\"y0\"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=h(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var s,i,h=t.x,o=t.y;if(o*e>90&&o*e<-90&&h*e>180&&h*e<-180)return null;if(Math.abs(Math.abs(o)-a)<=1e-10)return null;if(this.sphere)s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0+this.a*this.k0*Math.log(Math.tan(n+.5*o));else{var M=Math.sin(o),u=l(this.e,o,M);s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0-this.a*this.k0*Math.log(u)}return t.x=s,t.y=i,t},i.inverse=function(t){var s,i,h=t.x-this.x0,e=t.y-this.y0;if(this.sphere)i=a-2*Math.atan(Math.exp(-e/(this.a*this.k0)));else{var n=Math.exp(-e/(this.a*this.k0));if(-9999===(i=o(this.e,n)))return null}return s=r(this.long0+h/(this.a*this.k0)),t.x=s,t.y=i,t},i.names=[\"Mercator\",\"Popular Visualisation Pseudo Mercator\",\"Mercator_1SP\",\"Mercator_Auxiliary_Sphere\",\"merc\"]},\n",
" function _(t,n,r){n.exports=function(t,n,r){var o=t*n;return r/Math.sqrt(1-o*o)}},\n",
" function _(t,n,a){var r=2*Math.PI,o=t(147);n.exports=function(t){return Math.abs(t)<=3.14159265359?t:t-o(t)*r}},\n",
" function _(n,t,o){t.exports=function(n){return n<0?-1:1}},\n",
" function _(t,a,n){var r=Math.PI/2;a.exports=function(t,a,n){var o=t*n,h=.5*t;return o=Math.pow((1-o)/(1+o),h),Math.tan(.5*(r-a))/o}},\n",
" function _(a,t,n){var r=Math.PI/2;t.exports=function(a,t){for(var n,h,M=.5*a,o=r-2*Math.atan(t),e=0;e<=15;e++)if(n=a*Math.sin(o),o+=h=r-2*Math.atan(t*Math.pow((1-n)/(1+n),M))-o,Math.abs(h)<=1e-10)return o;return-9999}},\n",
" function _(n,i,t){function e(n){return n}t.init=function(){},t.forward=e,t.inverse=e,t.names=[\"longlat\",\"identity\"]},\n",
" function _(r,e,t){var n=r(152);t.eccentricity=function(r,e,t,n){var a=r*r,c=e*e,f=(a-c)/a,i=0;return n?(a=(r*=1-f*(.16666666666666666+f*(.04722222222222222+.022156084656084655*f)))*r,f=0):i=Math.sqrt(f),{es:f,e:i,ep2:(a-c)/c}},t.sphere=function(r,e,t,a,c){if(!r){var f=n[a];f||(f=n.WGS84),r=f.a,e=f.b,t=f.rf}return t&&!e&&(e=(1-1/t)*r),(0===t||Math.abs(r-e)<1e-10)&&(c=!0,e=r),{a:r,b:e,rf:t,sphere:c}}},\n",
" function _(e,a,l){l.MERIT={a:6378137,rf:298.257,ellipseName:\"MERIT 1983\"},l.SGS85={a:6378136,rf:298.257,ellipseName:\"Soviet Geodetic System 85\"},l.GRS80={a:6378137,rf:298.257222101,ellipseName:\"GRS 1980(IUGG, 1980)\"},l.IAU76={a:6378140,rf:298.257,ellipseName:\"IAU 1976\"},l.airy={a:6377563.396,b:6356256.91,ellipseName:\"Airy 1830\"},l.APL4={a:6378137,rf:298.25,ellipseName:\"Appl. Physics. 1965\"},l.NWL9D={a:6378145,rf:298.25,ellipseName:\"Naval Weapons Lab., 1965\"},l.mod_airy={a:6377340.189,b:6356034.446,ellipseName:\"Modified Airy\"},l.andrae={a:6377104.43,rf:300,ellipseName:\"Andrae 1876 (Den., Iclnd.)\"},l.aust_SA={a:6378160,rf:298.25,ellipseName:\"Australian Natl & S. Amer. 1969\"},l.GRS67={a:6378160,rf:298.247167427,ellipseName:\"GRS 67(IUGG 1967)\"},l.bessel={a:6377397.155,rf:299.1528128,ellipseName:\"Bessel 1841\"},l.bess_nam={a:6377483.865,rf:299.1528128,ellipseName:\"Bessel 1841 (Namibia)\"},l.clrk66={a:6378206.4,b:6356583.8,ellipseName:\"Clarke 1866\"},l.clrk80={a:6378249.145,rf:293.4663,ellipseName:\"Clarke 1880 mod.\"},l.clrk58={a:6378293.645208759,rf:294.2606763692654,ellipseName:\"Clarke 1858\"},l.CPM={a:6375738.7,rf:334.29,ellipseName:\"Comm. des Poids et Mesures 1799\"},l.delmbr={a:6376428,rf:311.5,ellipseName:\"Delambre 1810 (Belgium)\"},l.engelis={a:6378136.05,rf:298.2566,ellipseName:\"Engelis 1985\"},l.evrst30={a:6377276.345,rf:300.8017,ellipseName:\"Everest 1830\"},l.evrst48={a:6377304.063,rf:300.8017,ellipseName:\"Everest 1948\"},l.evrst56={a:6377301.243,rf:300.8017,ellipseName:\"Everest 1956\"},l.evrst69={a:6377295.664,rf:300.8017,ellipseName:\"Everest 1969\"},l.evrstSS={a:6377298.556,rf:300.8017,ellipseName:\"Everest (Sabah & Sarawak)\"},l.fschr60={a:6378166,rf:298.3,ellipseName:\"Fischer (Mercury Datum) 1960\"},l.fschr60m={a:6378155,rf:298.3,ellipseName:\"Fischer 1960\"},l.fschr68={a:6378150,rf:298.3,ellipseName:\"Fischer 1968\"},l.helmert={a:6378200,rf:298.3,ellipseName:\"Helmert 1906\"},l.hough={a:6378270,rf:297,ellipseName:\"Hough\"},l.intl={a:6378388,rf:297,ellipseName:\"International 1909 (Hayford)\"},l.kaula={a:6378163,rf:298.24,ellipseName:\"Kaula 1961\"},l.lerch={a:6378139,rf:298.257,ellipseName:\"Lerch 1979\"},l.mprts={a:6397300,rf:191,ellipseName:\"Maupertius 1738\"},l.new_intl={a:6378157.5,b:6356772.2,ellipseName:\"New International 1967\"},l.plessis={a:6376523,rf:6355863,ellipseName:\"Plessis 1817 (France)\"},l.krass={a:6378245,rf:298.3,ellipseName:\"Krassovsky, 1942\"},l.SEasia={a:6378155,b:6356773.3205,ellipseName:\"Southeast Asia\"},l.walbeck={a:6376896,b:6355834.8467,ellipseName:\"Walbeck\"},l.WGS60={a:6378165,rf:298.3,ellipseName:\"WGS 60\"},l.WGS66={a:6378145,rf:298.25,ellipseName:\"WGS 66\"},l.WGS7={a:6378135,rf:298.26,ellipseName:\"WGS 72\"},l.WGS84={a:6378137,rf:298.257223563,ellipseName:\"WGS 84\"},l.sphere={a:6370997,b:6370997,ellipseName:\"Normal Sphere (r=6370997)\"}},\n",
" function _(e,a,s){s.wgs84={towgs84:\"0,0,0\",ellipse:\"WGS84\",datumName:\"WGS84\"},s.ch1903={towgs84:\"674.374,15.056,405.346\",ellipse:\"bessel\",datumName:\"swiss\"},s.ggrs87={towgs84:\"-199.87,74.79,246.62\",ellipse:\"GRS80\",datumName:\"Greek_Geodetic_Reference_System_1987\"},s.nad83={towgs84:\"0,0,0\",ellipse:\"GRS80\",datumName:\"North_American_Datum_1983\"},s.nad27={nadgrids:\"@conus,@alaska,@ntv2_0.gsb,@ntv1_can.dat\",ellipse:\"clrk66\",datumName:\"North_American_Datum_1927\"},s.potsdam={towgs84:\"606.0,23.0,413.0\",ellipse:\"bessel\",datumName:\"Potsdam Rauenberg 1950 DHDN\"},s.carthage={towgs84:\"-263.0,6.0,431.0\",ellipse:\"clark80\",datumName:\"Carthage 1934 Tunisia\"},s.hermannskogel={towgs84:\"653.0,-212.0,449.0\",ellipse:\"bessel\",datumName:\"Hermannskogel\"},s.ire65={towgs84:\"482.530,-130.596,564.557,-1.042,-0.214,-0.631,8.15\",ellipse:\"mod_airy\",datumName:\"Ireland 1965\"},s.rassadiran={towgs84:\"-133.63,-157.5,-158.62\",ellipse:\"intl\",datumName:\"Rassadiran\"},s.nzgd49={towgs84:\"59.47,-5.04,187.44,0.47,-0.1,1.024,-4.5993\",ellipse:\"intl\",datumName:\"New Zealand Geodetic Datum 1949\"},s.osgb36={towgs84:\"446.448,-125.157,542.060,0.1502,0.2470,0.8421,-20.4894\",ellipse:\"airy\",datumName:\"Airy 1830\"},s.s_jtsk={towgs84:\"589,76,480\",ellipse:\"bessel\",datumName:\"S-JTSK (Ferro)\"},s.beduaram={towgs84:\"-106,-87,188\",ellipse:\"clrk80\",datumName:\"Beduaram\"},s.gunung_segara={towgs84:\"-403,684,41\",ellipse:\"bessel\",datumName:\"Gunung Segara Jakarta\"},s.rnb72={towgs84:\"106.869,-52.2978,103.724,-0.33657,0.456955,-1.84218,1\",ellipse:\"intl\",datumName:\"Reseau National Belge 1972\"}},\n",
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" 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",
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f=.1*u,v=c+p*f*Math.cos(f),y=c+p*f*Math.sin(f);_.lineTo(v,y)}_.stroke();break;case\"/\":case\"right_diagonal_line\":_.moveTo(.5-n,l),_.lineTo(n+.5,0),_.stroke(),_.moveTo(n+.5,l),_.lineTo(3*n+.5,0),_.stroke(),_.moveTo(3*n+.5,l),_.lineTo(5*n+.5,0),_.stroke(),_.stroke();break;case\"\\\\\":case\"left_diagonal_line\":_.moveTo(n+.5,l),_.lineTo(.5-n,0),_.stroke(),_.moveTo(3*n+.5,l),_.lineTo(n+.5,0),_.stroke(),_.moveTo(5*n+.5,l),_.lineTo(3*n+.5,0),_.stroke(),_.stroke();break;case\"x\":case\"diagonal_cross\":h(_,l);break;case\",\":case\"right_diagonal_dash\":_.moveTo(n+.5,3*n+.5),_.lineTo(3*n+.5,n+.5),_.stroke();break;case\"`\":case\"left_diagonal_dash\":_.moveTo(n+.5,n+.5),_.lineTo(3*n+.5,3*n+.5),_.stroke();break;case\"v\":case\"horizontal_wave\":_.moveTo(0,n),_.lineTo(c,3*n),_.lineTo(l,n),_.stroke();break;case\">\":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;a<i.length;a++){var l=i[a];this[l]=e.properties[t+l]}}return e.prototype.warm_cache=function(e){for(var t=0,a=this.attrs;t<a.length;t++){var i=a[t],l=this.obj.properties[this.prefix+i];if(void 0!==l.spec.value)this.cache[i]=l.spec.value;else{if(null==e)throw new Error(\"source is required with a vectorized visual property\");this.cache[i+\"_array\"]=l.array(e)}}},e.prototype.cache_select=function(e,t){var a,i=this.obj.properties[this.prefix+e];return void 0!==i.spec.value?this.cache[e]=a=i.spec.value:this.cache[e]=a=this.cache[e+\"_array\"][t],a},e.prototype.set_vectorize=function(e,t){null!=this.all_indices?this._set_vectorize(e,this.all_indices[t]):this._set_vectorize(e,t)},e}();a.ContextProperties=r,r.__name__=\"ContextProperties\";var _=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.set_value=function(e){e.strokeStyle=this.line_color.value(),e.globalAlpha=this.line_alpha.value(),e.lineWidth=this.line_width.value(),e.lineJoin=this.line_join.value(),e.lineCap=this.line_cap.value(),e.setLineDash(this.line_dash.value()),e.setLineDashOffset(this.line_dash_offset.value())},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.line_color.spec.value||0==this.line_alpha.spec.value||0==this.line_width.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"line_color\",t),e.strokeStyle!==this.cache.line_color&&(e.strokeStyle=this.cache.line_color),this.cache_select(\"line_alpha\",t),e.globalAlpha!==this.cache.line_alpha&&(e.globalAlpha=this.cache.line_alpha),this.cache_select(\"line_width\",t),e.lineWidth!==this.cache.line_width&&(e.lineWidth=this.cache.line_width),this.cache_select(\"line_join\",t),e.lineJoin!==this.cache.line_join&&(e.lineJoin=this.cache.line_join),this.cache_select(\"line_cap\",t),e.lineCap!==this.cache.line_cap&&(e.lineCap=this.cache.line_cap),this.cache_select(\"line_dash\",t),e.getLineDash()!==this.cache.line_dash&&e.setLineDash(this.cache.line_dash),this.cache_select(\"line_dash_offset\",t),e.getLineDashOffset()!==this.cache.line_dash_offset&&e.setLineDashOffset(this.cache.line_dash_offset)},t.prototype.color_value=function(){var e=c.color2rgba(this.line_color.value(),this.line_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Line=_,_.__name__=\"Line\",_.prototype.attrs=Object.keys(l.line());var p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.set_value=function(e){e.fillStyle=this.fill_color.value(),e.globalAlpha=this.fill_alpha.value()},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.fill_color.spec.value||0==this.fill_alpha.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"fill_color\",t),e.fillStyle!==this.cache.fill_color&&(e.fillStyle=this.cache.fill_color),this.cache_select(\"fill_alpha\",t),e.globalAlpha!==this.cache.fill_alpha&&(e.globalAlpha=this.cache.fill_alpha)},t.prototype.color_value=function(){var e=c.color2rgba(this.fill_color.value(),this.fill_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Fill=p,p.__name__=\"Fill\",p.prototype.attrs=Object.keys(l.fill());var u=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.cache_select=function(t,a){var i;if(\"pattern\"==t){this.cache_select(\"hatch_color\",a),this.cache_select(\"hatch_scale\",a),this.cache_select(\"hatch_pattern\",a),this.cache_select(\"hatch_weight\",a);var l=this.cache,c=l.hatch_color,o=l.hatch_scale,s=l.hatch_pattern,h=l.hatch_weight,r=l.hatch_extra;if(null!=r&&r.hasOwnProperty(s)){var _=r[s];this.cache.pattern=_.get_pattern(c,o,h)}else this.cache.pattern=function(e){var t=n(s,c,o,h);return e.createPattern(t,\"repeat\")}}else i=e.prototype.cache_select.call(this,t,a);return i},t.prototype._try_defer=function(e){var t=this.cache,a=t.hatch_pattern,i=t.hatch_extra;null!=i&&i.hasOwnProperty(a)&&i[a].onload(e)},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.hatch_color.spec.value||0==this.hatch_alpha.spec.value||\" \"==this.hatch_pattern.spec.value||\"blank\"==this.hatch_pattern.spec.value||null===this.hatch_pattern.spec.value)},enumerable:!0,configurable:!0}),t.prototype.doit2=function(e,t,a,i){this.doit&&(this.cache_select(\"pattern\",t),null==this.cache.pattern(e)?this._try_defer(i):(this.set_vectorize(e,t),a()))},t.prototype._set_vectorize=function(e,t){this.cache_select(\"pattern\",t),e.fillStyle=this.cache.pattern(e),this.cache_select(\"hatch_alpha\",t),e.globalAlpha!==this.cache.hatch_alpha&&(e.globalAlpha=this.cache.hatch_alpha)},t.prototype.color_value=function(){var e=c.color2rgba(this.hatch_color.value(),this.hatch_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Hatch=u,u.__name__=\"Hatch\",u.prototype.attrs=Object.keys(l.hatch());var f=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.cache_select=function(t,a){var i;if(\"font\"==t){e.prototype.cache_select.call(this,\"text_font_style\",a),e.prototype.cache_select.call(this,\"text_font_size\",a),e.prototype.cache_select.call(this,\"text_font\",a);var l=this.cache,c=l.text_font_style,o=l.text_font_size,s=l.text_font;this.cache.font=i=c+\" \"+o+\" \"+s}else i=e.prototype.cache_select.call(this,t,a);return i},t.prototype.font_value=function(){var e=this.text_font.value(),t=this.text_font_size.value();return this.text_font_style.value()+\" \"+t+\" \"+e},t.prototype.color_value=function(){var e=c.color2rgba(this.text_color.value(),this.text_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t.prototype.set_value=function(e){e.font=this.font_value(),e.fillStyle=this.text_color.value(),e.globalAlpha=this.text_alpha.value(),e.textAlign=this.text_align.value(),e.textBaseline=this.text_baseline.value()},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.text_color.spec.value||0==this.text_alpha.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"font\",t),e.font!==this.cache.font&&(e.font=this.cache.font),this.cache_select(\"text_color\",t),e.fillStyle!==this.cache.text_color&&(e.fillStyle=this.cache.text_color),this.cache_select(\"text_alpha\",t),e.globalAlpha!==this.cache.text_alpha&&(e.globalAlpha=this.cache.text_alpha),this.cache_select(\"text_align\",t),e.textAlign!==this.cache.text_align&&(e.textAlign=this.cache.text_align),this.cache_select(\"text_baseline\",t),e.textBaseline!==this.cache.text_baseline&&(e.textBaseline=this.cache.text_baseline)},t}(r);a.Text=f,f.__name__=\"Text\",f.prototype.attrs=Object.keys(l.text());var v=function(){function e(e){for(var t=0,a=e.mixins;t<a.length;t++){var i=a[t].split(\":\"),l=i[0],c=i[1],o=void 0===c?\"\":c,s=void 0;switch(l){case\"line\":s=_;break;case\"fill\":s=p;break;case\"hatch\":s=u;break;case\"text\":s=f;break;default:throw new Error(\"unknown visual: \"+l)}this[o+l]=new s(e,o)}}return e.prototype.warm_cache=function(e){for(var t in this)if(this.hasOwnProperty(t)){var a=this[t];a instanceof r&&a.warm_cache(e)}},e.prototype.set_all_indices=function(e){for(var t in this)if(this.hasOwnProperty(t)){var a=this[t];a instanceof r&&(a.all_indices=e)}},e}();a.Visuals=v,v.__name__=\"Visuals\"},\n",
" function _(t,e,n){var r=t(113),s=t(115),c=t(121),i=t(109),o=t(125),a=t(167),l=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_Model=function(){this.define({tags:[c.Array,[]],name:[c.String],js_property_callbacks:[c.Any,{}],js_event_callbacks:[c.Any,{}],subscribed_events:[c.Array,[]]})},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,function(){return e._update_property_callbacks()}),this.connect(this.properties.js_event_callbacks.change,function(){return e._update_event_callbacks()}),this.connect(this.properties.subscribed_events.change,function(){return e._update_event_callbacks()})},e.prototype._process_event=function(t){for(var e=0,n=this.js_event_callbacks[t.event_name]||[];e<n.length;e++){n[e].execute(t)}null!=this.document&&this.subscribed_events.some(function(e){return e==t.event_name})&&this.document.event_manager.send_event(t)},e.prototype.trigger_event=function(t){null!=this.document&&(t.origin=this,this.document.event_manager.trigger(t))},e.prototype._update_event_callbacks=function(){null!=this.document?this.document.event_manager.subscribed_models.add(this.id):a.logger.warn(\"WARNING: Document not defined for updating event callbacks\")},e.prototype._update_property_callbacks=function(){var t=this,e=function(e){var n=e.split(\":\"),r=n[0],s=n[1],c=void 0===s?null:s;return null!=c?t.properties[c][r]:t[r]};for(var n in this._js_callbacks)for(var r=this._js_callbacks[n],s=e(n),c=0,i=r;c<i.length;c++){var o=i[c];this.disconnect(s,o)}for(var n in this._js_callbacks={},this.js_property_callbacks){var a=(r=this.js_property_callbacks[n]).map(function(e){return function(){return e.execute(t)}});this._js_callbacks[n]=a;s=e(n);for(var l=0,_=a;l<_.length;l++){o=_[l];this.connect(s,o)}}},e.prototype._doc_attached=function(){o.isEmpty(this.js_event_callbacks)&&o.isEmpty(this.subscribed_events)||this._update_event_callbacks()},e.prototype.select=function(t){if(i.isString(t))return this.references().filter(function(n){return n instanceof e&&n.name===t});if(t.prototype instanceof s.HasProps)return this.references().filter(function(e){return e instanceof t});throw new Error(\"invalid selector\")},e.prototype.select_one=function(t){var e=this.select(t);switch(e.length){case 0:return null;case 1:return e[0];default:throw new Error(\"found more than one object matching given selector\")}},e}(s.HasProps);n.Model=l,l.__name__=\"Model\",l.init_Model()},\n",
" function _(e,l,o){var n=e(109),t={},r=function(){return function(e,l){this.name=e,this.level=l}}();o.LogLevel=r,r.__name__=\"LogLevel\";var g=function(){function e(l,o){void 0===o&&(o=e.INFO),this._name=l,this.set_level(o)}return Object.defineProperty(e,\"levels\",{get:function(){return Object.keys(e.log_levels)},enumerable:!0,configurable:!0}),e.get=function(l,o){if(void 0===o&&(o=e.INFO),l.length>0){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].level<this._log_level.level||this._log_level.level===e.OFF.level?this[t]=function(){}:this[t]=i(t,o)}},e.prototype.trace=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.debug=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.info=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.warn=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.error=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e}();function i(e,l){return null!=console[e]?console[e].bind(console,l):null!=console.log?console.log.bind(console,l):function(){}}o.Logger=g,g.__name__=\"Logger\",g.TRACE=new r(\"trace\",0),g.DEBUG=new r(\"debug\",1),g.INFO=new r(\"info\",2),g.WARN=new r(\"warn\",6),g.ERROR=new r(\"error\",7),g.FATAL=new r(\"fatal\",8),g.OFF=new r(\"off\",9),g.log_levels={trace:g.TRACE,debug:g.DEBUG,info:g.INFO,warn:g.WARN,error:g.ERROR,fatal:g.FATAL,off:g.OFF},o.logger=g.get(\"bokeh\"),o.set_log_level=function(e){null==g.log_levels[e]?(console.log(\"[bokeh] unrecognized logging level '\"+e+\"' passed to Bokeh.set_log_level(), ignoring\"),console.log(\"[bokeh] valid log levels are: \"+g.levels.join(\", \"))):(console.log(\"[bokeh] setting log level to: '\"+e+\"'\"),o.logger.set_level(e))}},\n",
" function _(t,e,i){var n=t(113),s=t(131),r=t(169),a=t(170),o=t(121),_=t(111),l=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),null==this.model.source&&(this.model.source=new a.ColumnDataSource),this.set_data(this.model.source)},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.set_data(e.model.source)}),this.connect(this.model.source.streaming,function(){return e.set_data(e.model.source)}),this.connect(this.model.source.patching,function(){return e.set_data(e.model.source)})},e.prototype.set_data=function(e){t.prototype.set_data.call(this,e),this.visuals.warm_cache(e),this.plot_view.request_render()},e.prototype._map_data=function(){var t,e,i,n,s=this.plot_view.frame;return\"data\"==this.model.start_units?(t=s.xscales[this.model.x_range_name].v_compute(this._x_start),e=s.yscales[this.model.y_range_name].v_compute(this._y_start)):(t=s.xview.v_compute(this._x_start),e=s.yview.v_compute(this._y_start)),\"data\"==this.model.end_units?(i=s.xscales[this.model.x_range_name].v_compute(this._x_end),n=s.yscales[this.model.y_range_name].v_compute(this._y_end)):(i=s.xview.v_compute(this._x_end),n=s.yview.v_compute(this._y_end)),[[t,e],[i,n]]},e.prototype.render=function(){if(this.model.visible){var t=this.plot_view.canvas_view.ctx;t.save();var e=this._map_data(),i=e[0],n=e[1];null!=this.model.end&&this._arrow_head(t,\"render\",this.model.end,i,n),null!=this.model.start&&this._arrow_head(t,\"render\",this.model.start,n,i),t.beginPath();var s=this.plot_view.layout.bbox,r=s.x,a=s.y,o=s.width,_=s.height;t.rect(r,a,o,_),null!=this.model.end&&this._arrow_head(t,\"clip\",this.model.end,i,n),null!=this.model.start&&this._arrow_head(t,\"clip\",this.model.start,n,i),t.closePath(),t.clip(),this._arrow_body(t,i,n),t.restore()}},e.prototype._arrow_head=function(t,e,i,n,s){for(var r=0,a=this._x_start.length;r<a;r++){var o=Math.PI/2+_.atan2([n[0][r],n[1][r]],[s[0][r],s[1][r]]);t.save(),t.translate(s[0][r],s[1][r]),t.rotate(o),\"render\"==e?i.render(t,r):\"clip\"==e&&i.clip(t,r),t.restore()}},e.prototype._arrow_body=function(t,e,i){if(this.visuals.line.doit)for(var n=0,s=this._x_start.length;n<s;n++)this.visuals.line.set_vectorize(t,n),t.beginPath(),t.moveTo(e[0][n],e[1][n]),t.lineTo(i[0][n],i[1][n]),t.stroke()},e}(s.AnnotationView);i.ArrowView=l,l.__name__=\"ArrowView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Arrow=function(){this.prototype.default_view=l,this.mixins([\"line\"]),this.define({x_start:[o.NumberSpec],y_start:[o.NumberSpec],start_units:[o.SpatialUnits,\"data\"],start:[o.Instance,null],x_end:[o.NumberSpec],y_end:[o.NumberSpec],end_units:[o.SpatialUnits,\"data\"],end:[o.Instance,function(){return new r.OpenHead({})}],source:[o.Instance],x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"]})},e}(s.Annotation);i.Arrow=h,h.__name__=\"Arrow\",h.init_Arrow()},\n",
" function _(i,e,t){var s=i(113),n=i(131),o=i(165),l=i(121),h=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_ArrowHead=function(){this.define({size:[l.Number,25]})},e.prototype.initialize=function(){i.prototype.initialize.call(this),this.visuals=new o.Visuals(this)},e}(n.Annotation);t.ArrowHead=h,h.__name__=\"ArrowHead\",h.init_ArrowHead();var r=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_OpenHead=function(){this.mixins([\"line\"])},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(0,0),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.stroke())},e}(h);t.OpenHead=r,r.__name__=\"OpenHead\",r.init_OpenHead();var a=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_NormalHead=function(){this.mixins([\"line\",\"fill\"]),this.override({fill_color:\"black\"})},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,e),this._normal(i,e),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),this._normal(i,e),i.stroke())},e.prototype._normal=function(i,e){i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.closePath()},e}(h);t.NormalHead=a,a.__name__=\"NormalHead\",a.init_NormalHead();var _=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_VeeHead=function(){this.mixins([\"line\",\"fill\"]),this.override({fill_color:\"black\"})},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(0,.5*this.size),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,e),this._vee(i,e),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),this._vee(i,e),i.stroke())},e.prototype._vee=function(i,e){i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.lineTo(0,.5*this.size),i.closePath()},e}(h);t.VeeHead=_,_.__name__=\"VeeHead\",_.init_VeeHead();var u=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_TeeHead=function(){this.mixins([\"line\"])},e.prototype.render=function(i,e){this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),i.beginPath(),i.moveTo(.5*this.size,0),i.lineTo(-.5*this.size,0),i.stroke())},e.prototype.clip=function(i,e){},e}(h);t.TeeHead=u,u.__name__=\"TeeHead\",u.init_TeeHead()},\n",
" function _(t,n,e){var a=t(113),i=t(171),r=t(115),o=t(121),s=t(117),u=t(196),l=t(109),h=t(198),c=t(125),d=t(199);function _(t,n,e){if(l.isArray(t)){var a=t.concat(n);return null!=e&&a.length>e?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.length<e?(a=new t.constructor(e)).set(t,0):a=t;for(var s=r,u=o;s<u;s++)a[s-r]=a[s];for(s=0,u=n.length;s<u;s++)a[s+(o-r)]=n[s];return a}var c=new t.constructor(n);return h.concat(t,c)}throw new Error(\"unsupported array types\")}function v(t,n){var e,a,i;return l.isNumber(t)?(e=t,i=t+1,a=1):(e=null!=t.start?t.start:0,i=null!=t.stop?t.stop:n,a=null!=t.step?t.step:1),[e,i,a]}function f(t,n,e){for(var a=new s.Set,i=!1,r=0,o=n;r<o.length;r++){var u=o[r],h=u[0],c=u[1],d=void 0,_=void 0,f=void 0,m=void 0;if(l.isArray(h)){var p=h[0];a.add(p),_=e[p],d=t[p],m=c,2===h.length?(_=[1,_[0]],f=[h[0],0,h[1]]):f=h}else l.isNumber(h)?(m=[c],a.add(h)):(m=c,i=!0),f=[0,0,h],_=[1,t.length],d=t;var y=0,g=v(f[1],_[0]),w=g[0],S=g[1],b=g[2],C=v(f[2],_[1]),j=C[0],D=C[1],A=C[2];for(p=w;p<S;p+=b)for(var z=j;z<D;z+=A)i&&a.add(z),d[p*_[1]+z]=m[y],y++}return a}e.stream_to_column=_,e.slice=v,e.patch_to_column=f;var m=function(t){function n(n){return t.call(this,n)||this}return a.__extends(n,t),n.init_ColumnDataSource=function(){this.define({data:[o.Any,{}]})},n.prototype.initialize=function(){var n;t.prototype.initialize.call(this),n=u.decode_column_data(this.data),this.data=n[0],this._shapes=n[1]},n.prototype.attributes_as_json=function(t,e){void 0===t&&(t=!0),void 0===e&&(e=n._value_to_json);for(var a={},i=this.serializable_attributes(),r=0,o=c.keys(i);r<o.length;r++){var s=o[r],l=i[s];\"data\"===s&&(l=u.encode_column_data(l,this._shapes)),t?a[s]=l:s in this._set_after_defaults&&(a[s]=l)}return e(\"attributes\",a,this)},n._value_to_json=function(t,n,e){return l.isPlainObject(n)&&\"data\"===t?u.encode_column_data(n,e._shapes):r.HasProps._value_to_json(t,n,e)},n.prototype.stream=function(t,n,e){var a=this.data;for(var i in t)a[i]=_(a[i],t[i],n);if(this.setv({data:a},{silent:!0}),this.streaming.emit(),null!=this.document){var r=new d.ColumnsStreamedEvent(this.document,this.ref(),t,n);this.document._notify_change(this,\"data\",null,null,{setter_id:e,hint:r})}},n.prototype.patch=function(t,n){var e=this.data,a=new s.Set;for(var i in t){var r=t[i];a=a.union(f(e[i],r,this._shapes[i]))}if(this.setv({data:e},{silent:!0}),this.patching.emit(a.values),null!=this.document){var o=new d.ColumnsPatchedEvent(this.document,this.ref(),t);this.document._notify_change(this,\"data\",null,null,{setter_id:n,hint:o})}},n}(i.ColumnarDataSource);e.ColumnDataSource=m,m.__name__=\"ColumnDataSource\",m.init_ColumnDataSource()},\n",
" function _(t,n,e){var r=t(113),i=t(172),a=t(116),o=t(167),s=t(174),u=t(121),c=t(109),l=t(110),h=t(125),g=t(173),p=t(195),f=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.prototype.get_array=function(t){var n=this.data[t];return null==n?this.data[t]=n=[]:c.isArray(n)||(this.data[t]=n=Array.from(n)),n},n.init_ColumnarDataSource=function(){this.define({selection_policy:[u.Instance,function(){return new p.UnionRenderers}]}),this.internal({selection_manager:[u.Instance,function(t){return new s.SelectionManager({source:t})}],inspected:[u.Instance,function(){return new g.Selection}],_shapes:[u.Any,{}]})},n.prototype.initialize=function(){t.prototype.initialize.call(this),this._select=new a.Signal0(this,\"select\"),this.inspect=new a.Signal(this,\"inspect\"),this.streaming=new a.Signal0(this,\"streaming\"),this.patching=new a.Signal(this,\"patching\")},n.prototype.get_column=function(t){var n=this.data[t];return null!=n?n:null},n.prototype.columns=function(){return h.keys(this.data)},n.prototype.get_length=function(t){void 0===t&&(t=!0);var n=l.uniq(h.values(this.data).map(function(t){return t.length}));switch(n.length){case 0:return null;case 1:return n[0];default:var e=\"data source has columns of inconsistent lengths\";if(t)return o.logger.warn(e),n.sort()[0];throw new Error(e)}},n.prototype.get_indices=function(){var t=this.get_length();return l.range(0,null!=t?t:1)},n.prototype.clear=function(){for(var t={},n=0,e=this.columns();n<e.length;n++){var r=e[n];t[r]=new this.data[r].constructor(0)}this.data=t},n}(i.DataSource);e.ColumnarDataSource=f,f.__name__=\"ColumnarDataSource\",f.init_ColumnarDataSource()},\n",
" function _(n,t,e){var c=n(113),a=n(166),i=n(173),o=n(121),l=function(n){function t(t){return n.call(this,t)||this}return c.__extends(t,n),t.init_DataSource=function(){this.define({selected:[o.Instance,function(){return new i.Selection}],callback:[o.Any]})},t.prototype.connect_signals=function(){var t=this;n.prototype.connect_signals.call(this),this.connect(this.selected.change,function(){null!=t.callback&&t.callback.execute(t)})},t}(a.Model);e.DataSource=l,l.__name__=\"DataSource\",l.init_DataSource()},\n",
" function _(i,e,t){var n=i(113),s=i(166),c=i(121),l=i(110),h=i(125),d=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_Selection=function(){this.define({indices:[c.Array,[]],line_indices:[c.Array,[]],multiline_indices:[c.Any,{}]}),this.internal({final:[c.Boolean],selected_glyphs:[c.Array,[]],get_view:[c.Any],image_indices:[c.Array,[]]})},e.prototype.initialize=function(){var e=this;i.prototype.initialize.call(this),this[\"0d\"]={glyph:null,indices:[],flag:!1,get_view:function(){return null}},this[\"1d\"]={indices:this.indices},this[\"2d\"]={indices:{}},this.get_view=function(){return null},this.connect(this.properties.indices.change,function(){return e[\"1d\"].indices=e.indices}),this.connect(this.properties.line_indices.change,function(){e[\"0d\"].indices=e.line_indices,e[\"0d\"].flag=0!=e.line_indices.length}),this.connect(this.properties.selected_glyphs.change,function(){return e[\"0d\"].glyph=e.selected_glyph}),this.connect(this.properties.get_view.change,function(){return e[\"0d\"].get_view=e.get_view}),this.connect(this.properties.multiline_indices.change,function(){return e[\"2d\"].indices=e.multiline_indices})},Object.defineProperty(e.prototype,\"selected_glyph\",{get:function(){return this.selected_glyphs.length>0?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;l<p.length;l++){(u=p[l])instanceof s.GlyphRendererView?o.push(u):u instanceof c.GraphRendererView&&r.push(u)}for(var a=!1,_=0,h=r;_<h.length;_++){var u,d=(u=h[_]).model.selection_policy.hit_test(t,u);a=a||u.model.selection_policy.do_selection(d,u.model,i,n)}if(o.length>0){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);s<h;s++)this.decimated.push(s*l);var r=Date.now()-i;d.logger.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): set_data finished in \"+r+\"ms\"),this.set_data_timestamp=Date.now(),e&&this.request_render()},Object.defineProperty(t.prototype,\"has_webgl\",{get:function(){return null!=this.glyph.glglyph},enumerable:!0,configurable:!0}),t.prototype.render=function(){var e=this;if(this.model.visible){var t=Date.now(),i=this.has_webgl;this.glyph.map_data();var n=Date.now()-t,l=Date.now(),a=this.glyph.mask_data(this.all_indices);a.length===this.all_indices.length&&(a=p.range(0,this.all_indices.length));var c=Date.now()-l,u=this.plot_view.canvas_view.ctx;u.save();var g,y=this.model.data_source.selected;g=!y||y.is_empty()?[]:this.glyph instanceof s.LineView&&y.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(a):y.indices;var m,v,f,w=this.model.data_source.inspected,b=new Set(!w||w.is_empty()?[]:w[\"0d\"].glyph?e.model.view.convert_indices_from_subset(a):w[\"1d\"].indices.length>0?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;I<q.length;I++){A[P=q[I]]=!0}var k=new Array,z=new Array;if(this.glyph instanceof s.LineView)for(var L=0,O=this.all_indices;L<O.length;L++){null!=A[P=O[L]]?k.push(P):z.push(P)}else for(var j=0,F=a;j<F.length;j++){var P=F[j];null!=A[this.all_indices[P]]?k.push(P):z.push(P)}V=Date.now()-G,R=Date.now(),v.render(u,z,this.glyph),f.render(u,k,this.glyph),null!=this.hover_glyph&&(this.glyph instanceof s.LineView?this.hover_glyph.render(u,this.model.view.convert_indices_from_subset(x),this.glyph):this.hover_glyph.render(u,x,this.glyph))}else if(R=Date.now(),this.glyph instanceof s.LineView)this.hover_glyph&&x.length?this.hover_glyph.render(u,this.model.view.convert_indices_from_subset(x),this.glyph):m.render(u,this.all_indices,this.glyph);else if(this.glyph instanceof h.PatchView||this.glyph instanceof r.HAreaView||this.glyph instanceof o.VAreaView)if(0==w.selected_glyphs.length||null==this.hover_glyph)m.render(u,this.all_indices,this.glyph);else for(var S=0,B=w.selected_glyphs;S<B.length;S++){B[S].id==this.glyph.model.id&&this.hover_glyph.render(u,this.all_indices,this.glyph)}else m.render(u,a,this.glyph),this.hover_glyph&&x.length&&this.hover_glyph.render(u,x,this.glyph);var C=Date.now()-R;this.last_dtrender=C;var H=Date.now()-t;d.logger.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): render finished in \"+H+\"ms\"),d.logger.trace(\" - map_data finished in : \"+n+\"ms\"),d.logger.trace(\" - mask_data finished in : \"+c+\"ms\"),null!=V&&d.logger.trace(\" - selection mask finished in : \"+V+\"ms\"),d.logger.trace(\" - glyph renders finished in : \"+C+\"ms\"),u.restore()}},t.prototype.draw_legend=function(e,t,i,n,l,s,h,r){null==r&&(r=this.model.get_reference_point(s,h)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:n,y1:l},r)},t.prototype.hit_test=function(e){if(!this.model.visible)return null;var t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)},t}(l.DataRendererView);i.GlyphRendererView=f,f.__name__=\"GlyphRendererView\";var w=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_GlyphRenderer=function(){this.prototype.default_view=f,this.define({data_source:[c.Instance],view:[c.Instance,function(){return new a.CDSView}],glyph:[c.Instance],hover_glyph:[c.Instance],nonselection_glyph:[c.Any,\"auto\"],selection_glyph:[c.Any,\"auto\"],muted_glyph:[c.Instance],muted:[c.Boolean,!1]})},t.prototype.initialize=function(){e.prototype.initialize.call(this),null==this.view.source&&(this.view.source=this.data_source,this.view.compute_indices())},t.prototype.get_reference_point=function(e,t){var i=0;if(null!=e){var n=this.data_source.get_column(e);if(null!=n){var l=_.indexOf(n,t);-1!=l&&(i=l)}}return i},t.prototype.get_selection_manager=function(){return this.data_source.selection_manager},t}(l.DataRenderer);i.GlyphRenderer=w,w.__name__=\"GlyphRenderer\",w.init_GlyphRenderer()},\n",
" function _(e,n,r){var t=e(113),a=e(160),i=e(121),_=function(e){function n(){return null!==e&&e.apply(this,arguments)||this}return t.__extends(n,e),n}(a.RendererView);r.DataRendererView=_,_.__name__=\"DataRendererView\";var d=function(e){function n(n){return e.call(this,n)||this}return t.__extends(n,e),n.init_DataRenderer=function(){this.define({x_range_name:[i.String,\"default\"],y_range_name:[i.String,\"default\"]}),this.override({level:\"glyph\"})},n}(a.Renderer);r.DataRenderer=d,d.__name__=\"DataRenderer\",d.init_DataRenderer()},\n",
" function _(t,e,i){var n=t(113),s=t(178),r=t(186),_=t(183),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._render=function(t,e,i){var n=i.sx,s=i.sy,r=!1,_=null;this.visuals.line.set_value(t);for(var o=0,h=e;o<h.length;o++){var l=h[o];if(r){if(!isFinite(n[l]+s[l])){t.stroke(),t.beginPath(),r=!1,_=l;continue}null!=_&&l-_>1&&(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;o<h;o++){var l={x:this.sx[o],y:this.sy[o]},u={x:this.sx[o+1],y:this.sy[o+1]},a=_.dist_to_segment(n,l,u);a<r&&a<s&&(s=a,i.add_to_selected_glyphs(this.model),i.get_view=function(){return e},i.line_indices=[o])}return i},e.prototype._hit_span=function(t){var e,i,n=this,s=t.sx,r=t.sy,o=_.create_empty_hit_test_result();\"v\"==t.direction?(e=this.renderer.yscale.invert(r),i=this._y):(e=this.renderer.xscale.invert(s),i=this._x);for(var h=0,l=i.length-1;h<l;h++)(i[h]<=e&&e<=i[h+1]||i[h+1]<=e&&e<=i[h])&&(o.add_to_selected_glyphs(this.model),o.get_view=function(){return n},o.line_indices.push(h));return o},e.prototype.get_interpolation_hit=function(t,e){var i=[this._x[t],this._y[t],this._x[t+1],this._y[t+1]],n=i[0],s=i[1],_=i[2],o=i[3];return r.line_interpolation(this.renderer,e,n,s,_,o)},e.prototype.draw_legend_for_index=function(t,e,i){r.generic_line_legend(this.visuals,t,e,i)},e}(s.XYGlyphView);i.LineView=o,o.__name__=\"LineView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Line=function(){this.prototype.default_view=o,this.mixins([\"line\"])},e}(s.XYGlyph);i.Line=h,h.__name__=\"Line\",h.init_Line()},\n",
" function _(t,n,i){var e=t(113),r=t(179),h=t(182),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(n,t),n.prototype._index_data=function(){for(var t=[],n=0,i=this._x.length;n<i;n++){var e=this._x[n],h=this._y[n];!isNaN(e+h)&&isFinite(e+h)&&t.push({x0:e,y0:h,x1:e,y1:h,i:n})}return new r.SpatialIndex(t)},n.prototype.scenterx=function(t){return this.sx[t]},n.prototype.scentery=function(t){return this.sy[t]},n}(h.GlyphView);i.XYGlyphView=s,s.__name__=\"XYGlyphView\";var _=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_XYGlyph=function(){this.coords([[\"x\",\"y\"]])},n}(h.Glyph);i.XYGlyph=_,_.__name__=\"XYGlyph\",_.init_XYGlyph()},\n",
" function _(n,t,i){var e=n(180),r=n(181),o=function(){function n(n){if(this.points=n,this.index=null,n.length>0){this.index=new e(n.length);for(var t=0,i=n;t<i.length;t++){var r=i[t],o=r.x0,a=r.y0,u=r.x1,x=r.y1;this.index.add(o,a,u,x)}this.index.finish()}}return n.prototype._normalize=function(n){var t,i,e=n.x0,r=n.y0,o=n.x1,a=n.y1;return e>o&&(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<e;){var r=1+(h<<1),n=r+1,o=this.ids[r],a=this.values[r],u=this.values[n];if(n<this.length&&u<a&&(r=n,o=this.ids[n],a=u),a>=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<s?s-t:t<=i?0:t-i}function h(t,s){for(var i=0,e=s.length-1;i<e;){var h=i+e>>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,t<this.minX&&(this.minX=t),s<this.minY&&(this.minY=s),i>this.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<this.numItems;e++){var h=4*e,o=this._boxes[h++],a=this._boxes[h++],u=this._boxes[h++],p=this._boxes[h++],d=Math.floor(65535*((o+u)/2-this.minX)/t),_=Math.floor(65535*((a+p)/2-this.minY)/s);i[e]=n(d,_)}!function t(s,i,e,h,n){if(h>=n)return;var o=s[h+n>>1];var a=h-1;var u=n+1;for(;;){do{a++}while(s[a]<o);do{u--}while(s[u]>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;f<this._levelBounds.length-1;f++)for(var v=this._levelBounds[f];l<v;){for(var x=1/0,y=1/0,m=-1/0,c=-1/0,b=l,w=0;w<this.nodeSize&&l<v;w++){var A=this._boxes[l++],g=this._boxes[l++],E=this._boxes[l++],I=this._boxes[l++];A<x&&(x=A),g<y&&(y=g),E>m&&(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<u;p+=4){var d=0|this._indices[p>>2];i<this._boxes[p]||(e<this._boxes[p+1]||t>this._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;_<d;_+=4){var f=0|this._indices[_>>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 t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),e<this.y0?e=this.y0:e>this.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;n<e.length;n++)r[n]=i+e[n];return r}}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"yview\",{get:function(){var t=this;return{compute:function(e){return t.bottom-e},v_compute:function(e){for(var r=new Float64Array(e.length),i=t.bottom,n=0;n<e.length;n++)r[n]=i-e[n];return r}}},enumerable:!0,configurable:!0}),t}();r.BBox=o,o.__name__=\"BBox\"},\n",
" function _(t,e,i){var n=t(113),r=t(183),s=t(121),o=t(181),a=t(132),h=t(165),_=t(162),l=t(166),p=t(167),c=t(114),u=t(125),y=t(109),d=t(177),f=t(184),g=function(e){function i(){var t=e.apply(this,arguments)||this;return t._nohit_warned={},t}return n.__extends(i,e),Object.defineProperty(i.prototype,\"renderer\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),i.prototype.initialize=function(){e.prototype.initialize.call(this),this._nohit_warned={},this.visuals=new h.Visuals(this.model);var i=this.renderer.plot_view.gl;if(null!=i){var n=null;try{n=t(454)}catch(t){if(\"MODULE_NOT_FOUND\"!==t.code)throw t;p.logger.warn(\"WebGL was requested and is supported, but bokeh-gl(.min).js is not available, falling back to 2D rendering.\")}if(null!=n){var r=n[this.model.type+\"GLGlyph\"];null!=r&&(this.glglyph=new r(i.ctx,this))}}},i.prototype.set_visuals=function(t){this.visuals.warm_cache(t),null!=this.glglyph&&this.glglyph.set_visuals_changed()},i.prototype.render=function(t,e,i){t.beginPath(),null!=this.glglyph&&this.glglyph.render(t,e,i)||this._render(t,e,i)},i.prototype.has_finished=function(){return!0},i.prototype.notify_finished=function(){this.renderer.notify_finished()},i.prototype._bounds=function(t){return t},i.prototype.bounds=function(){return this._bounds(this.index.bbox)},i.prototype.log_bounds=function(){for(var t=o.empty(),e=0,i=this.index.search(o.positive_x());e<i.length;e++){var n=i[e];n.x0<t.x0&&(t.x0=n.x0),n.x1>t.x1&&(t.x1=n.x1)}for(var r=0,s=this.index.search(o.positive_y());r<s.length;r++){var a=s[r];a.y0<t.y0&&(t.y0=a.y0),a.y1>t.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;_<a;_++)s[_]=e[_]-h[_];o=new Float64Array(a);for(_=0;_<a;_++)o[_]=e[_]+h[_]}else{s=e,o=new Float64Array(a);for(_=0;_<a;_++)o[_]=s[_]+i[_]}var l=t.v_compute(s),p=t.v_compute(o);return r?c.map(l,function(t,e){return Math.ceil(Math.abs(p[e]-l[e]))}):c.map(l,function(t,e){return Math.abs(p[e]-l[e])})},i.prototype.draw_legend_for_index=function(t,e,i){},i.prototype.hit_test=function(t){var e=null,i=\"_hit_\"+t.type;return null!=this[i]?e=this[i](t):null==this._nohit_warned[t.type]&&(p.logger.debug(\"'\"+t.type+\"' selection not available for \"+this.model.type),this._nohit_warned[t.type]=!0),e},i.prototype._hit_rect_against_index=function(t){var e=t.sx0,i=t.sx1,n=t.sy0,s=t.sy1,o=this.renderer.xscale.r_invert(e,i),a=o[0],h=o[1],_=this.renderer.yscale.r_invert(n,s),l=_[0],p=_[1],c=r.create_empty_hit_test_result();return c.indices=this.index.indices({x0:a,x1:h,y0:l,y1:p}),c},i.prototype.set_data=function(t,e,i){var n,r,s,o,h=this.model.materialize_dataspecs(t);if(this.visuals.set_all_indices(e),e&&!(this instanceof d.LineView)){var _={},l=function(t){var i=h[t];\"_\"===t.charAt(0)?_[t]=e.map(function(t){return i[t]}):_[t]=i};for(var p in h)l(p);h=_}if(u.extend(this,h),this.renderer.plot_view.model.use_map&&(null!=this._x&&(n=a.project_xy(this._x,this._y),this._x=n[0],this._y=n[1]),null!=this._xs&&(r=a.project_xsys(this._xs,this._ys),this._xs=r[0],this._ys=r[1]),null!=this._x0&&(s=a.project_xy(this._x0,this._y0),this._x0=s[0],this._y0=s[1]),null!=this._x1&&(o=a.project_xy(this._x1,this._y1),this._x1=o[0],this._y1=o[1])),null!=this.renderer.plot_view.frame.x_ranges)for(var y=this.renderer.plot_view.frame.x_ranges[this.model.x_range_name],g=this.renderer.plot_view.frame.y_ranges[this.model.y_range_name],v=0,x=this.model._coords;v<x.length;v++){var m=x[v],w=m[0],b=m[1];w=\"_\"+w,b=\"_\"+b,null!=this._xs?(y instanceof f.FactorRange&&(this[w]=c.map(this[w],function(t){return y.v_synthetic(t)})),g instanceof f.FactorRange&&(this[b]=c.map(this[b],function(t){return g.v_synthetic(t)}))):(y instanceof f.FactorRange&&(this[w]=y.v_synthetic(this[w])),g instanceof f.FactorRange&&(this[b]=g.v_synthetic(this[b])))}null!=this.glglyph&&this.glglyph.set_data_changed(this._x.length),this._set_data(i),this.index_data()},i.prototype._set_data=function(t){},i.prototype.index_data=function(){this.index=this._index_data()},i.prototype.mask_data=function(t){return null!=this.glglyph||null==this._mask_data?t:this._mask_data()},i.prototype.map_data=function(){for(var t,e=0,i=this.model._coords;e<i.length;e++){var n=i[e],r=n[0],s=n[1],o=\"s\"+r,a=\"s\"+s;if(s=\"_\"+s,null!=this[r=\"_\"+r]&&(y.isArray(this[r][0])||y.isTypedArray(this[r][0]))){var h=this[r].length;this[o]=new Array(h),this[a]=new Array(h);for(var _=0;_<h;_++){var l=this.map_to_screen(this[r][_],this[s][_]),p=l[0],c=l[1];this[o][_]=p,this[a][_]=c}}else t=this.map_to_screen(this[r],this[s]),this[o]=t[0],this[a]=t[1]}this._map_data()},i.prototype._map_data=function(){},i.prototype.map_to_screen=function(t,e){return this.renderer.plot_view.map_to_screen(t,e,this.model.x_range_name,this.model.y_range_name)},i}(_.View);i.GlyphView=g,g.__name__=\"GlyphView\";var v=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Glyph=function(){this.prototype._coords=[],this.internal({x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"]})},e.coords=function(t){var e=this.prototype._coords.concat(t);this.prototype._coords=e;for(var i={},n=0,r=t;n<r.length;n++){var o=r[n],a=o[0],h=o[1];i[a]=[s.CoordinateSpec],i[h]=[s.CoordinateSpec]}this.define(i)},e}(l.Model);i.Glyph=v,v.__name__=\"Glyph\",v.init_Glyph()},\n",
" function _(t,n,r){var e=t(110),i=t(173);function o(t){return t*t}function u(t,n){return o(t.x-n.x)+o(t.y-n.y)}function a(t,n,r){var e=u(n,r);if(0==e)return u(t,n);var i=((t.x-n.x)*(r.x-n.x)+(t.y-n.y)*(r.y-n.y))/e;return u(t,i<0?n:i>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;a<r.length;a++){var s=r[a],_=e[a];u<n!=_<n&&o+(n-u)/(_-u)*(s-o)<t&&(i=!i),o=s,u=_}return i},r.point_in_ellipse=function(t,n,r,e,i,o,u){var a=Math.pow(Math.cos(r)/i,2)+Math.pow(Math.sin(r)/e,2),s=2*Math.cos(r)*Math.sin(r)*(Math.pow(1/i,2)-Math.pow(1/e,2)),_=Math.pow(Math.cos(r)/e,2)+Math.pow(Math.sin(r)/i,2);return a*Math.pow(t-o,2)+s*(t-o)*(n-u)+_*Math.pow(n-u,2)<=1},r.create_empty_hit_test_result=function(){return new i.Selection},r.create_hit_test_result_from_hits=function(t){var n=new i.Selection;return n.indices=e.sort_by(t,function(t){return t[0],t[1]}).map(function(t){var n=t[0];return t[1],n}),n},r.dist_2_pts=u,r.dist_to_segment_squared=a,r.dist_to_segment=function(t,n,r){return Math.sqrt(a(t,n,r))},r.check_2_segments_intersect=function(t,n,r,e,i,o,u,a){var s=(a-o)*(r-t)-(u-i)*(e-n);if(0==s)return{hit:!1,x:null,y:null};var _=n-o,h=t-i,c=(u-i)*_-(a-o)*h;return h=((r-t)*_-(e-n)*h)/s,{hit:(_=c/s)>0&&_<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;i<t.length;i++){var a=t[i];if(a in e)throw new Error(\"duplicate factor or subfactor: \"+a);e[a]={value:.5+i*(1+n)+r}}return[e,(t.length-1)*n]}function h(t,n,r,e){void 0===e&&(e=0);for(var i={},a={},s=[],p=0,h=t;p<h.length;p++){var g=h[p],c=g[0],f=g[1];c in a||(a[c]=[],s.push(c)),a[c].push(f)}for(var l=e,d=0,_=function(t){var e=a[t].length,s=u(a[t],r,l),p=s[0],h=s[1];d+=h;var g=o.sum(a[t].map(function(t){return p[t].value}));i[t]={value:g/e,mapping:p},l+=e+n+h},v=0,m=s;v<m.length;v++){_(c=m[v])}return[i,s,(s.length-1)*n+d]}function g(t,n,r,e,i){void 0===i&&(i=0);for(var a={},s={},p=[],u=0,g=t;u<g.length;u++){var c=g[u],f=c[0],l=c[1],d=c[2];f in s||(s[f]=[],p.push(f)),s[f].push([l,d])}for(var _=[],v=i,m=0,y=function(t){for(var i=s[t].length,p=h(s[t],r,e,v),u=p[0],g=p[1],c=p[2],f=0,l=g;f<l.length;f++){var d=l[f];_.push([t,d])}m+=c;var y=o.sum(s[t].map(function(t){var n=t[0];return u[n].value}));a[t]={value:y/i,mapping:u},v+=i+n+c},b=0,N=p;b<N.length;b++){y(f=N[b])}return[a,p,_,(p.length-1)*n+m]}r.map_one_level=u,r.map_two_levels=h,r.map_three_levels=g;var c=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_FactorRange=function(){this.define({factors:[a.Array,[]],factor_padding:[a.Number,0],subgroup_padding:[a.Number,.8],group_padding:[a.Number,1.4],range_padding:[a.Number,0],range_padding_units:[a.PaddingUnits,\"percent\"],start:[a.Number],end:[a.Number]}),this.internal({levels:[a.Number],mids:[a.Array],tops:[a.Array],tops_groups:[a.Array]})},Object.defineProperty(n.prototype,\"min\",{get:function(){return this.start},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"max\",{get:function(){return this.end},enumerable:!0,configurable:!0}),n.prototype.initialize=function(){t.prototype.initialize.call(this),this._init(!0)},n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this),this.connect(this.properties.factors.change,function(){return n.reset()}),this.connect(this.properties.factor_padding.change,function(){return n.reset()}),this.connect(this.properties.group_padding.change,function(){return n.reset()}),this.connect(this.properties.subgroup_padding.change,function(){return n.reset()}),this.connect(this.properties.range_padding.change,function(){return n.reset()}),this.connect(this.properties.range_padding_units.change,function(){return n.reset()})},n.prototype.reset=function(){this._init(!1),this.change.emit()},n.prototype._lookup=function(t){var n;if(1==t.length)return(n=this._mapping).hasOwnProperty(t[0])?n[t[0]].value:NaN;if(2==t.length)return(n=this._mapping).hasOwnProperty(t[0])&&n[t[0]].mapping.hasOwnProperty(t[1])?n[t[0]].mapping[t[1]].value:NaN;if(3==t.length)return(n=this._mapping).hasOwnProperty(t[0])&&n[t[0]].mapping.hasOwnProperty(t[1])&&n[t[0]].mapping[t[1]].mapping.hasOwnProperty(t[2])?n[t[0]].mapping[t[1]].mapping[t[2]].value:NaN;throw new Error(\"unreachable code\")},n.prototype.synthetic=function(t){if(p.isNumber(t))return t;if(p.isString(t))return this._lookup([t]);var n=0,r=t[t.length-1];return p.isNumber(r)&&(n=r,t=t.slice(0,-1)),this._lookup(t)+n},n.prototype.v_synthetic=function(t){var n=this;return s.map(t,function(t){return n.synthetic(t)})},n.prototype._init=function(t){var n,r,e,i,a;if(o.every(this.factors,p.isString))i=1,n=u(this.factors,this.factor_padding),this._mapping=n[0],a=n[1];else if(o.every(this.factors,function(t){return p.isArray(t)&&2==t.length&&p.isString(t[0])&&p.isString(t[1])}))i=2,r=h(this.factors,this.group_padding,this.factor_padding),this._mapping=r[0],this.tops=r[1],a=r[2];else{if(!o.every(this.factors,function(t){return p.isArray(t)&&3==t.length&&p.isString(t[0])&&p.isString(t[1])&&p.isString(t[2])}))throw new Error(\"???\");i=3,e=g(this.factors,this.group_padding,this.subgroup_padding,this.factor_padding),this._mapping=e[0],this.tops=e[1],this.mids=e[2],a=e[3]}var s=0,c=this.factors.length+a;if(\"percent\"==this.range_padding_units){var f=(c-s)*this.range_padding/2;s-=f,c+=f}else s-=this.range_padding,c+=this.range_padding;this.setv({start:s,end:c,levels:i},{silent:t}),\"auto\"==this.bounds&&this.setv({bounds:[s,c]},{silent:!0})},n}(i.Range);r.FactorRange=c,c.__name__=\"FactorRange\",c.init_FactorRange()},\n",
" function _(t,n,e){var i=t(113),a=t(166),c=t(121),l=t(109),r=function(t){function n(n){var e=t.call(this,n)||this;return e.have_updated_interactively=!1,e}return i.__extends(n,t),n.init_Range=function(){this.define({callback:[c.Any],bounds:[c.Any],min_interval:[c.Any],max_interval:[c.Any]}),this.internal({plots:[c.Array,[]]})},n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return n._emit_callback()})},n.prototype._emit_callback=function(){null!=this.callback&&(l.isFunction(this.callback)?this.callback(this):this.callback.execute(this,{}))},Object.defineProperty(n.prototype,\"is_reversed\",{get:function(){return this.start>this.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<o.length;l++){var r=o[l];0!=r?isNaN(e[r]+n[r])?(t.closePath(),s.apply(t),t.beginPath()):t.lineTo(e[r],n[r]):(t.beginPath(),t.moveTo(e[r],n[r]))}t.closePath(),s.call(t)},i.prototype._render=function(t,i,e){var n=this,s=e.sx,l=e.sy;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner_loop(t,i,s,l,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner_loop(t,i,s,l,t.fill)},function(){return n.renderer.request_render()}),this.visuals.line.doit&&(this.visuals.line.set_value(t),this._inner_loop(t,i,s,l,t.stroke))},i.prototype.draw_legend_for_index=function(t,i,e){l.generic_area_legend(this.visuals,t,i,e)},i.prototype._hit_point=function(t){var i=this,e=o.create_empty_hit_test_result();return o.point_in_poly(t.sx,t.sy,this.sx,this.sy)&&(e.add_to_selected_glyphs(this.model),e.get_view=function(){return i}),e},i}(s.XYGlyphView);e.PatchView=r,r.__name__=\"PatchView\";var _=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Patch=function(){this.prototype.default_view=r,this.mixins([\"line\",\"fill\",\"hatch\"])},i}(s.XYGlyph);e.Patch=_,_.__name__=\"Patch\",_.init_Patch()},\n",
" function _(t,e,i){var n=t(113),r=t(189),s=t(179),o=t(183),a=t(121),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._x1.length;e<i;e++){var n=this._x1[e],r=this._x2[e],o=this._y[e];!isNaN(n+r+o)&&isFinite(n+r+o)&&t.push({x0:Math.min(n,r),y0:o,x1:Math.max(n,r),y1:o,i:e})}return new s.SpatialIndex(t)},e.prototype._inner=function(t,e,i,n,r){t.beginPath();for(var s=0,o=e.length;s<o;s++)t.lineTo(e[s],n[s]);for(s=i.length-1;s>=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<h;a++)r[a]=this.sx1[a],s[a]=this.sy[a],r[n+a]=this.sx2[n-a-1],s[n+a]=this.sy[n-a-1];return o.point_in_poly(t.sx,t.sy,r,s)&&(i.add_to_selected_glyphs(this.model),i.get_view=function(){return e}),i},e.prototype.scenterx=function(t){return(this.sx1[t]+this.sx2[t])/2},e.prototype.scentery=function(t){return this.sy[t]},e.prototype._map_data=function(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)},e}(r.AreaView);i.HAreaView=h,h.__name__=\"HAreaView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_HArea=function(){this.prototype.default_view=h,this.define({x1:[a.CoordinateSpec],x2:[a.CoordinateSpec],y:[a.CoordinateSpec]})},e}(r.Area);i.HArea=_,_.__name__=\"HArea\",_.init_HArea()},\n",
" function _(n,e,i){var t=n(113),r=n(182),_=n(186),a=function(n){function e(){return null!==n&&n.apply(this,arguments)||this}return t.__extends(e,n),e.prototype.draw_legend_for_index=function(n,e,i){_.generic_area_legend(this.visuals,n,e,i)},e}(r.GlyphView);i.AreaView=a,a.__name__=\"AreaView\";var u=function(n){function e(e){return n.call(this,e)||this}return t.__extends(e,n),e.init_Area=function(){this.mixins([\"fill\",\"hatch\"])},e}(r.Glyph);i.Area=u,u.__name__=\"Area\",u.init_Area()},\n",
" function _(t,e,i){var n=t(113),r=t(189),s=t(179),o=t(183),a=t(121),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._x.length;e<i;e++){var n=this._x[e],r=this._y1[e],o=this._y2[e];!isNaN(n+r+o)&&isFinite(n+r+o)&&t.push({x0:n,y0:Math.min(r,o),x1:n,y1:Math.max(r,o),i:e})}return new s.SpatialIndex(t)},e.prototype._inner=function(t,e,i,n,r){t.beginPath();for(var s=0,o=i.length;s<o;s++)t.lineTo(e[s],i[s]);for(s=n.length-1;s>=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;a<h;a++)r[a]=this.sx[a],s[a]=this.sy1[a],r[n+a]=this.sx[n-a-1],s[n+a]=this.sy2[n-a-1];return o.point_in_poly(t.sx,t.sy,r,s)&&(i.add_to_selected_glyphs(this.model),i.get_view=function(){return e}),i},e.prototype._map_data=function(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)},e}(r.AreaView);i.VAreaView=h,h.__name__=\"VAreaView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_VArea=function(){this.prototype.default_view=h,this.define({x:[a.CoordinateSpec],y1:[a.CoordinateSpec],y2:[a.CoordinateSpec]})},e}(r.Area);i.VArea=_,_.__name__=\"VArea\",_.init_VArea()},\n",
" function _(i,n,t){var e=i(113),c=i(166),s=i(121),o=i(173),r=i(110),u=i(171),a=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_CDSView=function(){this.define({filters:[s.Array,[]],source:[s.Instance]}),this.internal({indices:[s.Array,[]],indices_map:[s.Any,{}]})},n.prototype.initialize=function(){i.prototype.initialize.call(this),this.compute_indices()},n.prototype.connect_signals=function(){var n=this;i.prototype.connect_signals.call(this),this.connect(this.properties.filters.change,function(){n.compute_indices(),n.change.emit()});var t=function(){var i=function(){return n.compute_indices()};null!=n.source&&(n.connect(n.source.change,i),n.source instanceof u.ColumnarDataSource&&(n.connect(n.source.streaming,i),n.connect(n.source.patching,i)))},e=null!=this.source;e?t():this.connect(this.properties.source.change,function(){e||(t(),e=!0)})},n.prototype.compute_indices=function(){var i=this,n=this.filters.map(function(n){return n.compute_indices(i.source)}).filter(function(i){return null!=i});n.length>0?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;i<this.indices.length;i++)this.indices_map[this.indices[i]]=i},n.prototype.convert_selection_from_subset=function(i){var n=this,t=new o.Selection;t.update_through_union(i);var e=i.indices.map(function(i){return n.indices[i]});return t.indices=e,t.image_indices=i.image_indices,t},n.prototype.convert_selection_to_subset=function(i){var n=this,t=new o.Selection;t.update_through_union(i);var e=i.indices.map(function(i){return n.indices_map[i]});return t.indices=e,t.image_indices=i.image_indices,t},n.prototype.convert_indices_from_subset=function(i){var n=this;return i.map(function(i){return n.indices[i]})},n}(c.Model);t.CDSView=a,a.__name__=\"CDSView\",a.init_CDSView()},\n",
" function _(e,t,n){var r=e(113),i=e(176),a=e(193),o=e(121),s=e(194),d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t.prototype.initialize=function(){var t;e.prototype.initialize.call(this),this.xscale=this.plot_view.frame.xscales.default,this.yscale=this.plot_view.frame.yscales.default,this._renderer_views={},t=s.build_views(this._renderer_views,[this.model.node_renderer,this.model.edge_renderer],{parent:this.parent}),this.node_view=t[0],this.edge_view=t[1],this.set_data()},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.layout_provider.change,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source._select,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source.inspect,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source.change,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source._select,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source.inspect,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source.change,function(){return t.set_data()});var n=this.plot_view.frame,r=n.x_ranges,i=n.y_ranges;for(var a in r){var o=r[a];this.connect(o.change,function(){return t.set_data()})}for(var a in i){o=i[a];this.connect(o.change,function(){return t.set_data()})}},t.prototype.set_data=function(e){var t,n;void 0===e&&(e=!0),this.node_view.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.edge_view.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0});var r=this.node_view.glyph;t=this.model.layout_provider.get_node_coordinates(this.model.node_renderer.data_source),r._x=t[0],r._y=t[1];var i=this.edge_view.glyph;n=this.model.layout_provider.get_edge_coordinates(this.model.edge_renderer.data_source),i._xs=n[0],i._ys=n[1],r.index_data(),i.index_data(),e&&this.request_render()},t.prototype.render=function(){this.edge_view.render(),this.node_view.render()},t}(i.DataRendererView);n.GraphRendererView=d,d.__name__=\"GraphRendererView\";var _=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.init_GraphRenderer=function(){this.prototype.default_view=d,this.define({layout_provider:[o.Instance],node_renderer:[o.Instance],edge_renderer:[o.Instance],selection_policy:[o.Instance,function(){return new a.NodesOnly}],inspection_policy:[o.Instance,function(){return new a.NodesOnly}]})},t.prototype.get_selection_manager=function(){return this.node_renderer.data_source.selection_manager},t}(i.DataRenderer);n.GraphRenderer=_,_.__name__=\"GraphRenderer\",_.init_GraphRenderer()},\n",
" function _(e,t,n){var r=e(113),d=e(166),o=e(114),i=e(110),_=e(183),s=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype._hit_test_nodes=function(e,t){if(!t.model.visible)return null;var n=t.node_view.glyph.hit_test(e);return null==n?null:t.node_view.model.view.convert_selection_from_subset(n)},t.prototype._hit_test_edges=function(e,t){if(!t.model.visible)return null;var n=t.edge_view.glyph.hit_test(e);return null==n?null:t.edge_view.model.view.convert_selection_from_subset(n)},t}(d.Model);n.GraphHitTestPolicy=s,s.__name__=\"GraphHitTestPolicy\";var a=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_nodes(e,t)},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.node_renderer.data_source.selected;return d.update(e,n,r),t.node_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.model.get_selection_manager().get_or_create_inspector(n.node_view.model);return o.update(e,r,d),n.node_view.model.data_source.setv({inspected:o},{silent:!0}),n.node_view.model.data_source.inspect.emit([n.node_view,{geometry:t}]),!o.is_empty()},t}(s);n.NodesOnly=a,a.__name__=\"NodesOnly\";var c=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_nodes(e,t)},t.prototype.get_linked_edges=function(e,t,n){var r=[];\"selection\"==n?r=e.selected.indices.map(function(t){return e.data.index[t]}):\"inspection\"==n&&(r=e.inspected.indices.map(function(t){return e.data.index[t]}));for(var d=[],o=0;o<t.data.start.length;o++)(i.contains(r,t.data.start[o])||i.contains(r,t.data.end[o]))&&d.push(o);for(var s=_.create_empty_hit_test_result(),a=0,c=d;a<c.length;a++){o=c[a];s.multiline_indices[o]=[0]}return s.indices=d,s},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.node_renderer.data_source.selected;d.update(e,n,r);var o=t.edge_renderer.data_source.selected,i=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(i,n,r),t.node_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.node_view.model.data_source.selection_manager.get_or_create_inspector(n.node_view.model);o.update(e,r,d),n.node_view.model.data_source.setv({inspected:o},{silent:!0});var i=n.edge_view.model.data_source.selection_manager.get_or_create_inspector(n.edge_view.model),_=this.get_linked_edges(n.node_view.model.data_source,n.edge_view.model.data_source,\"inspection\");return i.update(_,r,d),n.edge_view.model.data_source.setv({inspected:i},{silent:!0}),n.node_view.model.data_source.inspect.emit([n.node_view,{geometry:t}]),!o.is_empty()},t}(s);n.NodesAndLinkedEdges=c,c.__name__=\"NodesAndLinkedEdges\";var u=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_edges(e,t)},t.prototype.get_linked_nodes=function(e,t,n){var r=[];\"selection\"==n?r=t.selected.indices:\"inspection\"==n&&(r=t.inspected.indices);for(var d=[],s=0,a=r;s<a.length;s++){var c=a[s];d.push(t.data.start[c]),d.push(t.data.end[c])}var u=i.uniq(d).map(function(t){return o.indexOf(e.data.index,t)}),l=_.create_empty_hit_test_result();return l.indices=u,l},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.edge_renderer.data_source.selected;d.update(e,n,r);var o=t.node_renderer.data_source.selected,i=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(i,n,r),t.edge_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.edge_view.model.data_source.selection_manager.get_or_create_inspector(n.edge_view.model);o.update(e,r,d),n.edge_view.model.data_source.setv({inspected:o},{silent:!0});var i=n.node_view.model.data_source.selection_manager.get_or_create_inspector(n.node_view.model),_=this.get_linked_nodes(n.node_view.model.data_source,n.edge_view.model.data_source,\"inspection\");return i.update(_,r,d),n.node_view.model.data_source.setv({inspected:i},{silent:!0}),n.edge_view.model.data_source.inspect.emit([n.edge_view,{geometry:t}]),!o.is_empty()},t}(s);n.EdgesAndLinkedNodes=u,u.__name__=\"EdgesAndLinkedNodes\"},\n",
" function _(e,n,r){var t=e(110);r.build_views=function(e,n,r,i){void 0===i&&(i=function(e){return e.default_view});for(var o=0,c=t.difference(Object.keys(e),n.map(function(e){return e.id}));o<c.length;o++){var f=c[o];e[f].remove(),delete e[f]}for(var u=[],v=0,a=n.filter(function(n){return null==e[n.id]});v<a.length;v++){var l=a[v],s=new(i(l))(Object.assign(Object.assign({},r),{model:l,connect_signals:!1}));e[l.id]=s,u.push(s)}for(var d=0,g=u;d<g.length;d++)(s=g[d]).connect_signals();return u},r.remove_views=function(e){for(var n in e)e[n].remove(),delete e[n]}},\n",
" function _(t,e,n){var r=t(113),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.do_selection=function(t,e,n,r){return null!==t&&(e.selected.update(t,n,r),e._select.emit(),!e.selected.is_empty())},e}(t(166).Model);n.SelectionPolicy=u,u.__name__=\"SelectionPolicy\";var i=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;r<u.length;r++){var i=u[r].hit_test(t);null!==i&&n.push(i)}if(n.length>0){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;r<u.length;r++){var i=u[r].hit_test(t);null!==i&&n.push(i)}if(n.length>0){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<a;t+=2){var e=n[t];n[t]=n[t+1],n[t+1]=e}}function o(r){for(var n=new Uint8Array(r.buffer,r.byteOffset,4*r.length),t=0,a=n.length;t<a;t+=4){var e=n[t];n[t]=n[t+3],n[t+3]=e,e=n[t+1],n[t+1]=n[t+2],n[t+2]=e}}function f(r){for(var n=new Uint8Array(r.buffer,r.byteOffset,8*r.length),t=0,a=n.length;t<a;t+=8){var e=n[t];n[t]=n[t+7],n[t+7]=e,e=n[t+1],n[t+1]=n[t+6],n[t+6]=e,e=n[t+2],n[t+2]=n[t+5],n[t+5]=e,e=n[t+3],n[t+3]=n[t+4],n[t+4]=e}}function u(r,n){for(var a=r.order!==t.BYTE_ORDER,e=r.shape,u=null,y=0,s=n;y<s.length;y++){var A=s[y];if(JSON.parse(A[0]).id===r.__buffer__){u=A[1];break}}var c=new t.ARRAY_TYPES[r.dtype](u);return a&&(2===c.BYTES_PER_ELEMENT?i(c):4===c.BYTES_PER_ELEMENT?o(c):8===c.BYTES_PER_ELEMENT&&f(c)),[c,e]}function y(r,n){return a.isObject(r)&&\"__ndarray__\"in r?c(r):a.isObject(r)&&\"__buffer__\"in r?u(r,n):a.isArray(r)||a.isTypedArray(r)?[r,[]]:void 0}function s(r){var n=new Uint8Array(r),t=Array.from(n).map(function(r){return String.fromCharCode(r)});return btoa(t.join(\"\"))}function A(r){for(var n=atob(r),t=n.length,a=new Uint8Array(t),e=0,i=t;e<i;e++)a[e]=n.charCodeAt(e);return a.buffer}function c(r){var n=A(r.__ndarray__),a=r.dtype,e=r.shape;if(!(a in t.ARRAY_TYPES))throw new Error(\"unknown dtype: \"+a);return[new t.ARRAY_TYPES[a](n),e]}function _(r,n){var a=s(r.buffer),e=function(r){if(\"name\"in r.constructor)return r.constructor.name;switch(!0){case r instanceof Uint8Array:return\"Uint8Array\";case r instanceof Int8Array:return\"Int8Array\";case r instanceof Uint16Array:return\"Uint16Array\";case r instanceof Int16Array:return\"Int16Array\";case r instanceof Uint32Array:return\"Uint32Array\";case r instanceof Int32Array:return\"Int32Array\";case r instanceof Float32Array:return\"Float32Array\";case r instanceof Float64Array:return\"Float64Array\";default:throw new Error(\"unsupported typed array\")}}(r);if(!(e in t.DTYPES))throw new Error(\"unknown array type: \"+e);return{__ndarray__:a,shape:n,dtype:t.DTYPES[e]}}function l(r,n){if(0==r.length||!a.isObject(r[0])&&!a.isArray(r[0]))return[r,[]];for(var t=[],e=[],i=0,o=r;i<o.length;i++){var f=o[i],u=a.isArray(f)?l(f,n):y(f,n),s=u[0],A=u[1];t.push(s),e.push(A)}return[t,e.map(function(r){return r.filter(function(r){return 0!=r.length})})]}function v(r,n){for(var t=[],e=0,i=r.length;e<i;e++){var o=r[e];if(a.isTypedArray(o)){var f=n[e]?n[e]:void 0;t.push(_(o,f))}else a.isArray(o)?t.push(v(o,n?n[e]:[])):t.push(o)}return t}t.ARRAY_TYPES={uint8:Uint8Array,int8:Int8Array,uint16:Uint16Array,int16:Int16Array,uint32:Uint32Array,int32:Int32Array,float32:Float32Array,float64:Float64Array},t.DTYPES={Uint8Array:\"uint8\",Int8Array:\"int8\",Uint16Array:\"uint16\",Int16Array:\"int16\",Uint32Array:\"uint32\",Int32Array:\"int32\",Float32Array:\"float32\",Float64Array:\"float64\"},t.BYTE_ORDER=e.is_little_endian?\"little\":\"big\",t.swap16=i,t.swap32=o,t.swap64=f,t.process_buffer=u,t.process_array=y,t.arrayBufferToBase64=s,t.base64ToArrayBuffer=A,t.decode_base64=c,t.encode_base64=_,t.decode_column_data=function(r,n){void 0===n&&(n=[]);var t={},e={};for(var i in r){var o=r[i];if(a.isArray(o)){if(0==o.length||!a.isObject(o[0])&&!a.isArray(o[0])){t[i]=o;continue}var f=l(o,n),u=f[0],s=f[1];t[i]=u,e[i]=s}else{var A=y(o,n),c=A[0],_=A[1];t[i]=c,e[i]=_}}return[t,e]},t.encode_column_data=function(r,n){var t={};for(var e in r){var i=r[e],o=null!=n?n[e]:void 0,f=void 0;f=a.isTypedArray(i)?_(i,o):a.isArray(i)?v(i,o||[]):i,t[e]=f}return t}},\n",
" function _(n,i,e){var r;e.is_ie=(r=\"undefined\"!=typeof navigator?navigator.userAgent:\"\").indexOf(\"MSIE\")>=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<arguments.length;r++)t[r-1]=arguments[r];for(var e=n.length,o=0,g=t;o<g.length;o++)e+=(f=g[o]).length;var h=new n.constructor(e);h.set(n,0);for(var l=n.length,a=0,c=t;a<c.length;a++){var f=c[a];h.set(f,l),l+=f.length}return h}},\n",
" function _(t,e,n){var o=t(113),r=t(115),i=function(){return function(t){this.document=t}}();n.DocumentChangedEvent=i,i.__name__=\"DocumentChangedEvent\";var s=function(t){function e(e,n,o,r,i,s,d){var u=t.call(this,e)||this;return u.model=n,u.attr=o,u.old=r,u.new_=i,u.setter_id=s,u.hint=d,u}return o.__extends(e,t),e.prototype.json=function(t){if(\"id\"===this.attr)throw new Error(\"'id' field should never change, whatever code just set it is wrong\");if(null!=this.hint)return this.hint.json(t);var e=this.new_,n=r.HasProps._value_to_json(this.attr,e,this.model),o={};for(var i in r.HasProps._value_record_references(e,o,!0),this.model.id in o&&this.model!==e&&delete o[this.model.id],o)t[i]=o[i];return{kind:\"ModelChanged\",model:this.model.ref(),attr:this.attr,new:n}},e}(i);n.ModelChangedEvent=s,s.__name__=\"ModelChangedEvent\";var d=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.column_source=n,r.patches=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"ColumnsPatched\",column_source:this.column_source,patches:this.patches}},e}(i);n.ColumnsPatchedEvent=d,d.__name__=\"ColumnsPatchedEvent\";var u=function(t){function e(e,n,o,r){var i=t.call(this,e)||this;return i.column_source=n,i.data=o,i.rollover=r,i}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"ColumnsStreamed\",column_source:this.column_source,data:this.data,rollover:this.rollover}},e}(i);n.ColumnsStreamedEvent=u,u.__name__=\"ColumnsStreamedEvent\";var a=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.title=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"TitleChanged\",title:this.title}},e}(i);n.TitleChangedEvent=a,a.__name__=\"TitleChangedEvent\";var l=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.model=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return r.HasProps._value_record_references(this.model,t,!0),{kind:\"RootAdded\",model:this.model.ref()}},e}(i);n.RootAddedEvent=l,l.__name__=\"RootAddedEvent\";var _=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.model=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"RootRemoved\",model:this.model.ref()}},e}(i);n.RootRemovedEvent=_,_.__name__=\"RootRemovedEvent\"},\n",
" function _(e,t,i){var s=e(113),n=e(131),o=e(170),_=e(121),r=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,o=s.xscales[this.model.x_range_name],_=s.yscales[this.model.y_range_name],r=\"height\"==n?_:o,a=\"height\"==n?o:_,l=\"height\"==n?s.yview:s.xview,h=\"height\"==n?s.xview:s.yview;e=\"data\"==this.model.properties.lower.units?r.v_compute(this._lower):l.v_compute(this._lower),t=\"data\"==this.model.properties.upper.units?r.v_compute(this._upper):l.v_compute(this._upper),i=\"data\"==this.model.properties.base.units?a.v_compute(this._base):h.v_compute(this._base);var p=\"height\"==n?[1,0]:[0,1],u=p[0],c=p[1],d=[e,i],m=[t,i];this._lower_sx=d[u],this._lower_sy=d[c],this._upper_sx=m[u],this._upper_sy=m[c]},t.prototype.render=function(){if(this.model.visible){this._map_data();var e=this.plot_view.canvas_view.ctx;e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(var t=0,i=this._lower_sx.length;t<i;t++)e.lineTo(this._lower_sx[t],this._lower_sy[t]);for(t=this._upper_sx.length-1;t>=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;t<i;t++)e.lineTo(this._lower_sx[t],this._lower_sy[t]);this.visuals.line.doit&&(this.visuals.line.set_value(e),e.stroke()),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(t=0,i=this._upper_sx.length;t<i;t++)e.lineTo(this._upper_sx[t],this._upper_sy[t]);this.visuals.line.doit&&(this.visuals.line.set_value(e),e.stroke())}},t}(n.AnnotationView);i.BandView=r,r.__name__=\"BandView\";var a=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_Band=function(){this.prototype.default_view=r,this.mixins([\"line\",\"fill\"]),this.define({lower:[_.DistanceSpec],upper:[_.DistanceSpec],base:[_.DistanceSpec],dimension:[_.Dimension,\"height\"],source:[_.Instance,function(){return new o.ColumnDataSource}],x_range_name:[_.String,\"default\"],y_range_name:[_.String,\"default\"]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},t}(n.Annotation);i.Band=a,a.__name__=\"Band\",a.init_Band()},\n",
" function _(t,i,e){var s=t(113),o=t(131),n=t(116),l=t(163),r=t(121),a=t(181),h=t(202);e.EDGE_TOLERANCE=2.5;var u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_overlays.appendChild(this.el),this.el.classList.add(h.bk_shading),l.undisplay(this.el)},i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?(this.connect(this.model.change,function(){return i.render()}),this.connect(this.model.data_update,function(){return i.render()})):(this.connect(this.model.change,function(){return i.plot_view.request_render()}),this.connect(this.model.data_update,function(){return i.plot_view.request_render()}))},i.prototype.render=function(){var t=this;if(this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible)if(null!=this.model.left||null!=this.model.right||null!=this.model.top||null!=this.model.bottom){var i=this.plot_view.frame,e=i.xscales[this.model.x_range_name],s=i.yscales[this.model.y_range_name],o=function(i,e,s,o,n){return null!=i?t.model.screen?i:\"data\"==e?s.compute(i):o.compute(i):n};this.sleft=o(this.model.left,this.model.left_units,e,i.xview,i._left.value),this.sright=o(this.model.right,this.model.right_units,e,i.xview,i._right.value),this.stop=o(this.model.top,this.model.top_units,s,i.yview,i._top.value),this.sbottom=o(this.model.bottom,this.model.bottom_units,s,i.yview,i._bottom.value),(\"css\"==this.model.render_mode?this._css_box.bind(this):this._canvas_box.bind(this))(this.sleft,this.sright,this.sbottom,this.stop)}else l.undisplay(this.el)},i.prototype._css_box=function(t,i,e,s){var o=this.model.properties.line_width.value(),n=Math.floor(i-t)-o,r=Math.floor(e-s)-o;this.el.style.left=t+\"px\",this.el.style.width=n+\"px\",this.el.style.top=s+\"px\",this.el.style.height=r+\"px\",this.el.style.borderWidth=o+\"px\",this.el.style.borderColor=this.model.properties.line_color.value(),this.el.style.backgroundColor=this.model.properties.fill_color.value(),this.el.style.opacity=this.model.properties.fill_alpha.value();var a=this.model.properties.line_dash.value().length<2?\"solid\":\"dashed\";this.el.style.borderStyle=a,l.display(this.el)},i.prototype._canvas_box=function(t,i,e,s){var o=this.plot_view.canvas_view.ctx;o.save(),o.beginPath(),o.rect(t,s,i-t,e-s),this.visuals.fill.set_value(o),o.fill(),this.visuals.line.set_value(o),o.stroke(),o.restore()},i.prototype.interactive_bbox=function(){var t=this.model.properties.line_width.value()+e.EDGE_TOLERANCE;return new a.BBox({x0:this.sleft-t,y0:this.stop-t,x1:this.sright+t,y1:this.sbottom+t})},i.prototype.interactive_hit=function(t,i){return null!=this.model.in_cursor&&this.interactive_bbox().contains(t,i)},i.prototype.cursor=function(t,i){return Math.abs(t-this.sleft)<3||Math.abs(t-this.sright)<3?this.model.ew_cursor:Math.abs(i-this.sbottom)<3||Math.abs(i-this.stop)<3?this.model.ns_cursor:t>this.sleft&&t<this.sright&&i>this.stop&&i<this.sbottom?this.model.in_cursor:null},i}(o.AnnotationView);e.BoxAnnotationView=u,u.__name__=\"BoxAnnotationView\";var d=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i.init_BoxAnnotation=function(){this.prototype.default_view=u,this.mixins([\"line\",\"fill\"]),this.define({render_mode:[r.RenderMode,\"canvas\"],x_range_name:[r.String,\"default\"],y_range_name:[r.String,\"default\"],top:[r.Number,null],top_units:[r.SpatialUnits,\"data\"],bottom:[r.Number,null],bottom_units:[r.SpatialUnits,\"data\"],left:[r.Number,null],left_units:[r.SpatialUnits,\"data\"],right:[r.Number,null],right_units:[r.SpatialUnits,\"data\"]}),this.internal({screen:[r.Boolean,!1],ew_cursor:[r.String,null],ns_cursor:[r.String,null],in_cursor:[r.String,null]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.data_update=new n.Signal0(this,\"data_update\")},i.prototype.update=function(t){var i=t.left,e=t.right,s=t.top,o=t.bottom;this.setv({left:i,right:e,top:s,bottom:o,screen:!0},{silent:!0}),this.data_update.emit()},i}(o.Annotation);e.BoxAnnotation=d,d.__name__=\"BoxAnnotation\",d.init_BoxAnnotation()},\n",
" function _(n,o,a){n(164),n(163).styles.append(\".bk-root .bk-shading {\\n position: absolute;\\n display: block;\\n border: 1px dashed green;\\n}\\n\"),a.bk_annotation=\"bk-annotation\",a.bk_shading=\"bk-shading\",a.bk_annotation_child=\"bk-annotation-child\"},\n",
" function _(t,e,i){var o=t(113),r=t(131),a=t(204),n=t(208),l=t(210),s=t(215),_=t(224),h=t(225),m=t(121),d=t(226),c=t(110),u=t(114),p=t(125),f=t(109),g=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this._set_canvas_image()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.visible.change,function(){return e.plot_view.request_render()}),this.connect(this.model.ticker.change,function(){return e.plot_view.request_render()}),this.connect(this.model.formatter.change,function(){return e.plot_view.request_render()}),null!=this.model.color_mapper&&this.connect(this.model.color_mapper.change,function(){e._set_canvas_image(),e.plot_view.request_render()})},e.prototype._get_size=function(){if(null==this.model.color_mapper)return{width:0,height:0};var t=this.compute_legend_dimensions();return{width:t.width,height:t.height}},e.prototype._set_canvas_image=function(){var t,e;if(null!=this.model.color_mapper){var i,o,r=this.model.color_mapper.palette;switch(\"vertical\"==this.model.orientation&&(r=c.reversed(r)),this.model.orientation){case\"vertical\":i=(t=[1,r.length])[0],o=t[1];break;case\"horizontal\":i=(e=[r.length,1])[0],o=e[1];break;default:throw new Error(\"unreachable code\")}var a=document.createElement(\"canvas\");a.width=i,a.height=o;var n=a.getContext(\"2d\"),s=n.getImageData(0,0,i,o),_=new l.LinearColorMapper({palette:r}).rgba_mapper.v_compute(c.range(0,r.length));s.data.set(_),n.putImageData(s,0,0),this.image=a}},e.prototype.compute_legend_dimensions=function(){var t,e,i=this._computed_image_dimensions(),o=[i.height,i.width],r=o[0],a=o[1],n=this._get_label_extent(),l=this._title_extent(),s=this._tick_extent(),_=this.model.padding;switch(this.model.orientation){case\"vertical\":t=r+l+2*_,e=a+s+n+2*_;break;case\"horizontal\":t=r+l+s+n+2*_,e=a+2*_;break;default:throw new Error(\"unreachable code\")}return{width:e,height:t}},e.prototype.compute_legend_location=function(){var t,e,i=this.compute_legend_dimensions(),o=[i.height,i.width],r=o[0],a=o[1],n=this.model.margin,l=null!=this.panel?this.panel:this.plot_view.frame,s=l.bbox.ranges,_=s[0],h=s[1],m=this.model.location;if(f.isString(m))switch(m){case\"top_left\":t=_.start+n,e=h.start+n;break;case\"top_center\":t=(_.end+_.start)/2-a/2,e=h.start+n;break;case\"top_right\":t=_.end-n-a,e=h.start+n;break;case\"bottom_right\":t=_.end-n-a,e=h.end-n-r;break;case\"bottom_center\":t=(_.end+_.start)/2-a/2,e=h.end-n-r;break;case\"bottom_left\":t=_.start+n,e=h.end-n-r;break;case\"center_left\":t=_.start+n,e=(h.end+h.start)/2-r/2;break;case\"center\":t=(_.end+_.start)/2-a/2,e=(h.end+h.start)/2-r/2;break;case\"center_right\":t=_.end-n-a,e=(h.end+h.start)/2-r/2;break;default:throw new Error(\"unreachable code\")}else{if(!f.isArray(m)||2!=m.length)throw new Error(\"unreachable code\");var d=m[0],c=m[1];t=l.xview.compute(d),e=l.yview.compute(c)-r}return{sx:t,sy:e}},e.prototype.render=function(){if(this.model.visible&&null!=this.model.color_mapper){var t=this.plot_view.canvas_view.ctx;t.save();var e=this.compute_legend_location(),i=e.sx,o=e.sy;t.translate(i,o),this._draw_bbox(t);var r=this._get_image_offset();if(t.translate(r.x,r.y),this._draw_image(t),null!=this.model.color_mapper.low&&null!=this.model.color_mapper.high){var a=this.tick_info();this._draw_major_ticks(t,a),this._draw_minor_ticks(t,a),this._draw_major_labels(t,a)}this.model.title&&this._draw_title(t),t.restore()}},e.prototype._draw_bbox=function(t){var e=this.compute_legend_dimensions();t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(0,0,e.width,e.height)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()},e.prototype._draw_image=function(t){var e=this._computed_image_dimensions();t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this.image,0,0,e.width,e.height),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()},e.prototype._draw_major_ticks=function(t,e){if(this.visuals.major_tick_line.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=e.coords.major,h=_[0],m=_[1],d=this.model.major_tick_in,c=this.model.major_tick_out;t.save(),t.translate(l,s),this.visuals.major_tick_line.set_value(t);for(var u=0,p=h.length;u<p;u++)t.beginPath(),t.moveTo(Math.round(h[u]+o*c),Math.round(m[u]+r*c)),t.lineTo(Math.round(h[u]-o*d),Math.round(m[u]-r*d)),t.stroke();t.restore()}},e.prototype._draw_minor_ticks=function(t,e){if(this.visuals.minor_tick_line.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=e.coords.minor,h=_[0],m=_[1],d=this.model.minor_tick_in,c=this.model.minor_tick_out;t.save(),t.translate(l,s),this.visuals.minor_tick_line.set_value(t);for(var u=0,p=h.length;u<p;u++)t.beginPath(),t.moveTo(Math.round(h[u]+o*c),Math.round(m[u]+r*c)),t.lineTo(Math.round(h[u]-o*d),Math.round(m[u]-r*d)),t.stroke();t.restore()}},e.prototype._draw_major_labels=function(t,e){if(this.visuals.major_label_text.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=this.model.label_standoff+this._tick_extent(),h=[_*o,_*r],m=h[0],d=h[1],c=e.coords.major,u=c[0],p=c[1],f=e.labels.major;this.visuals.major_label_text.set_value(t),t.save(),t.translate(l+m,s+d);for(var g=0,v=u.length;g<v;g++)t.fillText(f[g],Math.round(u[g]+o*this.model.label_standoff),Math.round(p[g]+r*this.model.label_standoff));t.restore()}},e.prototype._draw_title=function(t){this.visuals.title_text.doit&&(t.save(),this.visuals.title_text.set_value(t),t.fillText(this.model.title,0,-this.model.title_standoff),t.restore())},e.prototype._get_label_extent=function(){var t,e=this.tick_info().labels.major;if(null==this.model.color_mapper.low||null==this.model.color_mapper.high||p.isEmpty(e))t=0;else{var i=this.plot_view.canvas_view.ctx;switch(i.save(),this.visuals.major_label_text.set_value(i),this.model.orientation){case\"vertical\":t=c.max(e.map(function(t){return i.measureText(t.toString()).width}));break;case\"horizontal\":t=d.measure_font(this.visuals.major_label_text.font_value()).height;break;default:throw new Error(\"unreachable code\")}t+=this.model.label_standoff,i.restore()}return t},e.prototype._get_image_offset=function(){return{x:this.model.padding,y:this.model.padding+this._title_extent()}},e.prototype._normals=function(){return\"vertical\"==this.model.orientation?[1,0]:[0,1]},e.prototype._title_extent=function(){var t=this.model.title_text_font+\" \"+this.model.title_text_font_size+\" \"+this.model.title_text_font_style;return this.model.title?d.measure_font(t).height+this.model.title_standoff:0},e.prototype._tick_extent=function(){return null!=this.model.color_mapper.low&&null!=this.model.color_mapper.high?c.max([this.model.major_tick_out,this.model.minor_tick_out]):0},e.prototype._computed_image_dimensions=function(){var t,e,i=this.plot_view.frame._height.value,o=this.plot_view.frame._width.value,r=this._title_extent();switch(this.model.orientation){case\"vertical\":\"auto\"==this.model.height?null!=this.panel?t=i-2*this.model.padding-r:(t=c.max([25*this.model.color_mapper.palette.length,.3*i]),t=c.min([t,.8*i-2*this.model.padding-r])):t=this.model.height,e=\"auto\"==this.model.width?25:this.model.width;break;case\"horizontal\":t=\"auto\"==this.model.height?25:this.model.height,\"auto\"==this.model.width?null!=this.panel?e=o-2*this.model.padding:(e=c.max([25*this.model.color_mapper.palette.length,.3*o]),e=c.min([e,.8*o-2*this.model.padding])):e=this.model.width;break;default:throw new Error(\"unreachable code\")}return{width:e,height:t}},e.prototype._tick_coordinate_scale=function(t){var e={source_range:new h.Range1d({start:this.model.color_mapper.low,end:this.model.color_mapper.high}),target_range:new h.Range1d({start:0,end:t})};switch(this.model.color_mapper.type){case\"LinearColorMapper\":return new s.LinearScale(e);case\"LogColorMapper\":return new _.LogScale(e);default:throw new Error(\"unreachable code\")}},e.prototype._format_major_labels=function(t,e){for(var i=this.model.formatter.doFormat(t,null),o=0,r=e.length;o<r;o++)e[o]in this.model.major_label_overrides&&(i[o]=this.model.major_label_overrides[e[o]]);return i},e.prototype.tick_info=function(){var t,e=this._computed_image_dimensions();switch(this.model.orientation){case\"vertical\":t=e.height;break;case\"horizontal\":t=e.width;break;default:throw new Error(\"unreachable code\")}for(var i=this._tick_coordinate_scale(t),o=this._normals(),r=o[0],a=o[1],n=[this.model.color_mapper.low,this.model.color_mapper.high],l=n[0],s=n[1],_=this.model.ticker.get_ticks(l,s,null,null,this.model.ticker.desired_num_ticks),h=_.major,m=_.minor,d=[[],[]],c=[[],[]],p=0,f=h.length;p<f;p++)h[p]<l||h[p]>s||(d[r].push(h[p]),d[a].push(0));for(p=0,f=m.length;p<f;p++)m[p]<l||m[p]>s||(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<p.length;m++){var g=p[m],v=a[0]-g;t<=v&&v<=n&&l.push(v)}for(var k=0,d=a;k<d.length;k++)for(var N=d[k],y=0,T=h;y<T.length;y++){g=T[y];t<=(v=N+g)&&v<=n&&l.push(v)}}return{major:a,minor:l}},n.prototype.get_min_interval=function(){return this.min_interval},n.prototype.get_max_interval=function(){return null!=this.max_interval?this.max_interval:1/0},n.prototype.get_ideal_interval=function(t,n,i){return(n-t)/i},n}(e.Ticker);i.ContinuousTicker=s,s.__name__=\"ContinuousTicker\",s.init_ContinuousTicker()},\n",
" function _(n,e,t){var i=n(113),r=function(n){function e(e){return n.call(this,e)||this}return i.__extends(e,n),e}(n(166).Model);t.Ticker=r,r.__name__=\"Ticker\"},\n",
" function _(i,e,t){var r=i(113),n=i(209),o=i(121),a=i(109),c=function(i){function e(e){var t=i.call(this,e)||this;return t.last_precision=3,t}return r.__extends(e,i),e.init_BasicTickFormatter=function(){this.define({precision:[o.Any,\"auto\"],use_scientific:[o.Boolean,!0],power_limit_high:[o.Number,5],power_limit_low:[o.Number,-3]})},Object.defineProperty(e.prototype,\"scientific_limit_low\",{get:function(){return Math.pow(10,this.power_limit_low)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"scientific_limit_high\",{get:function(){return Math.pow(10,this.power_limit_high)},enumerable:!0,configurable:!0}),e.prototype.doFormat=function(i,e){if(0==i.length)return[];var t=0;i.length>=2&&(t=Math.abs(i[1]-i[0])/1e4);var r=!1;if(this.use_scientific)for(var n=0,o=i;n<o.length;n++){var c=o[n],l=Math.abs(c);if(l>t&&(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<f;p++){var g=o[p];if(isNaN(g))n[p]=t;else if(g!=u){var v=(g-a)*s,m=Math.floor(v/c);n[p]=m<0?null!=e?e:l[0]:m>_?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;n<e;n++)r[n]=c(t[n]);return r}function p(t){if(_.is_little_endian)for(var r=new DataView(t.buffer),n=0,e=t.length;n<e;n++)r.setUint32(4*n,t[n]);return new Uint8Array(t.buffer)}n._convert_color=c,n._convert_palette=l,n._uint32_to_rgba=p;var f=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_ColorMapper=function(){this.define({palette:[i.Any],nan_color:[i.Color,\"gray\"]})},r.prototype.v_compute=function(t){var r=new Array(t.length);return this._v_compute(t,r,this.palette,this._colors(function(t){return t})),r},Object.defineProperty(r.prototype,\"rgba_mapper\",{get:function(){var t=this,r=l(this.palette),n=this._colors(c);return{v_compute:function(e){var o=new Uint32Array(e.length);return t._v_compute(e,o,r,n),p(o)}}},enumerable:!0,configurable:!0}),r.prototype._colors=function(t){return{nan_color:t(this.nan_color)}},r}(o.Mapper);n.ColorMapper=f,f.__name__=\"ColorMapper\",f.init_ColorMapper()},\n",
" function _(n,r,t){var e=n(113),o=function(n){function r(r){return n.call(this,r)||this}return e.__extends(r,n),r.prototype.compute=function(n){throw new Error(\"mapping single values is not supported\")},r}(n(214).Transform);t.Mapper=o,o.__name__=\"Mapper\"},\n",
" function _(n,r,t){var _=n(113),e=function(n){function r(r){return n.call(this,r)||this}return _.__extends(r,n),r}(n(166).Model);t.Transform=e,e.__name__=\"Transform\"},\n",
" function _(t,e,r){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(t){var e=this._compute_state();return e[0]*t+e[1]},e.prototype.v_compute=function(t){for(var e=this._compute_state(),r=e[0],n=e[1],o=new Float64Array(t.length),a=0;a<t.length;a++)o[a]=r*t[a]+n;return o},e.prototype.invert=function(t){var e=this._compute_state(),r=e[0];return(t-e[1])/r},e.prototype.v_invert=function(t){for(var e=this._compute_state(),r=e[0],n=e[1],o=new Float64Array(t.length),a=0;a<t.length;a++)o[a]=(t[a]-n)/r;return o},e.prototype._compute_state=function(){var t=this.source_range.start,e=this.source_range.end,r=this.target_range.start,n=(this.target_range.end-r)/(e-t);return[n,-n*t+r]},e}(t(216).Scale);r.LinearScale=o,o.__name__=\"LinearScale\"},\n",
" function _(t,e,n){var r=t(113),i=t(217),s=t(121),c=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_Scale=function(){this.internal({source_range:[s.Any],target_range:[s.Any]})},e.prototype.r_compute=function(t,e){return this.target_range.is_reversed?[this.compute(e),this.compute(t)]:[this.compute(t),this.compute(e)]},e.prototype.r_invert=function(t,e){return this.target_range.is_reversed?[this.invert(e),this.invert(t)]:[this.invert(t),this.invert(e)]},e}(i.Transform);n.Scale=c,c.__name__=\"Scale\",c.init_Scale()},\n",
" function _(r,o,t){var a=r(218);t.CustomJSTransform=a.CustomJSTransform;var e=r(219);t.Dodge=e.Dodge;var n=r(220);t.Interpolator=n.Interpolator;var p=r(221);t.Jitter=p.Jitter;var v=r(222);t.LinearInterpolator=v.LinearInterpolator;var l=r(223);t.StepInterpolator=l.StepInterpolator;var m=r(214);t.Transform=m.Transform},\n",
" function _(t,r,e){var n=t(113),s=t(214),o=t(121),i=t(125),a=t(127),u=function(r){function e(t){return r.call(this,t)||this}return n.__extends(e,r),e.init_CustomJSTransform=function(){this.define({args:[o.Any,{}],func:[o.String,\"\"],v_func:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(e.prototype,\"names\",{get:function(){return i.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"values\",{get:function(){return i.values(this.args)},enumerable:!0,configurable:!0}),e.prototype._make_transform=function(t,r){var e=this.use_strict?a.use_strict(r):r;return new(Function.bind.apply(Function,n.__spreadArrays([void 0],this.names,[t,\"require\",\"exports\",e])))},Object.defineProperty(e.prototype,\"scalar_transform\",{get:function(){return this._make_transform(\"x\",this.func)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"vector_transform\",{get:function(){return this._make_transform(\"xs\",this.v_func)},enumerable:!0,configurable:!0}),e.prototype.compute=function(r){return this.scalar_transform.apply(this,n.__spreadArrays(this.values,[r,t,{}]))},e.prototype.v_compute=function(r){return this.vector_transform.apply(this,n.__spreadArrays(this.values,[r,t,{}]))},e}(s.Transform);e.CustomJSTransform=u,u.__name__=\"CustomJSTransform\",u.init_CustomJSTransform()},\n",
" function _(e,t,n){var r=e(113),i=e(214),o=e(184),u=e(121),a=e(109),c=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.init_Dodge=function(){this.define({value:[u.Number,0],range:[u.Instance]})},t.prototype.v_compute=function(e){var t;if(this.range instanceof o.FactorRange)t=this.range.v_synthetic(e);else{if(!a.isArrayableOf(e,a.isNumber))throw new Error(\"unexpected\");t=e}for(var n=new Float64Array(t.length),r=0;r<t.length;r++){var i=t[r];n[r]=this._compute(i)}return n},t.prototype.compute=function(e){if(this.range instanceof o.FactorRange)return this._compute(this.range.synthetic(e));if(a.isNumber(e))return this._compute(e);throw new Error(\"unexpected\")},t.prototype._compute=function(e){return e+this.value},t}(i.Transform);n.Dodge=c,c.__name__=\"Dodge\",c.init_Dodge()},\n",
" function _(t,r,n){var e=t(113),o=t(214),i=t(121),s=t(110),a=t(109),h=function(t){function r(r){var n=t.call(this,r)||this;return n._sorted_dirty=!0,n}return e.__extends(r,t),r.init_Interpolator=function(){this.define({x:[i.Any],y:[i.Any],data:[i.Any],clip:[i.Boolean,!0]})},r.prototype.connect_signals=function(){var r=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return r._sorted_dirty=!0})},r.prototype.v_compute=function(t){for(var r=new Float64Array(t.length),n=0;n<t.length;n++){var e=t[n];r[n]=this.compute(e)}return r},r.prototype.sort=function(t){if(void 0===t&&(t=!1),this._sorted_dirty){var r,n;if(a.isString(this.x)&&a.isString(this.y)&&null!=this.data){var e=this.data.columns();if(!s.includes(e,this.x))throw new Error(\"The x parameter does not correspond to a valid column name defined in the data parameter\");if(!s.includes(e,this.y))throw new Error(\"The y parameter does not correspond to a valid column name defined in the data parameter\");r=this.data.get_column(this.x),n=this.data.get_column(this.y)}else{if(!a.isArray(this.x)||!a.isArray(this.y))throw new Error(\"parameters 'x' and 'y' must be both either string fields or arrays\");r=this.x,n=this.y}if(r.length!==n.length)throw new Error(\"The length for x and y do not match\");if(r.length<2)throw new Error(\"x and y must have at least two elements to support interpolation\");var o=[];for(var i in r)o.push({x:r[i],y:n[i]});t?o.sort(function(t,r){return t.x>r.x?-1:t.x==r.x?0:1}):o.sort(function(t,r){return t.x<r.x?-1:t.x==r.x?0:1}),this._x_sorted=[],this._y_sorted=[];for(var h=0,d=o;h<d.length;h++){var l=d[h],c=l.x,u=l.y;this._x_sorted.push(c),this._y_sorted.push(u)}this._sorted_dirty=!1}},r}(o.Transform);n.Interpolator=h,h.__name__=\"Interpolator\",h.init_Interpolator()},\n",
" function _(t,e,r){var i=t(113),n=t(214),s=t(184),o=t(109),u=t(121),a=t(111),h=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Jitter=function(){this.define({mean:[u.Number,0],width:[u.Number,1],distribution:[u.Distribution,\"uniform\"],range:[u.Instance]}),this.internal({previous_values:[u.Array]})},e.prototype.v_compute=function(t){if(null!=this.previous_values&&this.previous_values.length==t.length)return this.previous_values;var e;if(this.range instanceof s.FactorRange)e=this.range.v_synthetic(t);else{if(!o.isArrayableOf(t,o.isNumber))throw new Error(\"unexpected\");e=t}for(var r=new Float64Array(e.length),i=0;i<e.length;i++){var n=e[i];r[i]=this._compute(n)}return this.previous_values=r,r},e.prototype.compute=function(t){if(this.range instanceof s.FactorRange)return this._compute(this.range.synthetic(t));if(o.isNumber(t))return this._compute(t);throw new Error(\"unexpected\")},e.prototype._compute=function(t){switch(this.distribution){case\"uniform\":return t+this.mean+(a.random()-.5)*this.width;case\"normal\":return t+a.rnorm(this.mean,this.width)}},e}(n.Transform);r.Jitter=h,h.__name__=\"Jitter\",h.init_Jitter()},\n",
" function _(t,r,_){var e=t(113),s=t(110),i=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.prototype.compute=function(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._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 r<t}),_=this._x_sorted[r],e=this._x_sorted[r+1],i=this._y_sorted[r],o=this._y_sorted[r+1];return i+(t-_)/(e-_)*(o-i)},r}(t(220).Interpolator);_.LinearInterpolator=i,i.__name__=\"LinearInterpolator\"},\n",
" function _(t,e,r){var n=t(113),i=t(220),o=t(121),s=t(110),_=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_StepInterpolator=function(){this.define({mode:[o.StepMode,\"after\"]})},e.prototype.compute=function(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._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;h<t.length;h++)i[h]=0;else for(h=0;h<t.length;h++){var _=(Math.log(t[h])-n)/o,l=void 0;l=isFinite(_)?_*a+r:NaN,i[h]=l}return i},e.prototype.invert=function(t){var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=(t-r)/a;return Math.exp(o*i+n)},e.prototype.v_invert=function(t){for(var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=new Float64Array(t.length),h=0;h<t.length;h++){var _=(t[h]-r)/a;i[h]=Math.exp(o*_+n)}return i},e.prototype._get_safe_factor=function(t,e){var a,r=t<0?0:t,o=e<0?0:e;if(r==o)if(0==r)r=(a=[1,10])[0],o=a[1];else{var n=Math.log(r)/Math.log(10);r=Math.pow(10,Math.floor(n)),o=Math.ceil(n)!=Math.floor(n)?Math.pow(10,Math.ceil(n)):Math.pow(10,Math.ceil(n)+1)}return[r,o]},e.prototype._compute_state=function(){var t,e,a=this.source_range.start,r=this.source_range.end,o=this.target_range.start,n=this.target_range.end-o,i=this._get_safe_factor(a,r),h=i[0],_=i[1];return 0==h?(t=Math.log(_),e=0):(t=Math.log(_)-Math.log(h),e=Math.log(h)),[n,o,t,e]},e}(t(216).Scale);a.LogScale=o,o.__name__=\"LogScale\"},\n",
" function _(t,e,s){var n=t(113),i=t(185),r=t(121),a=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Range1d=function(){this.define({start:[r.Number,0],end:[r.Number,1],reset_start:[r.Number],reset_end:[r.Number]})},e.prototype._set_auto_bounds=function(){if(\"auto\"==this.bounds){var t=Math.min(this.reset_start,this.reset_end),e=Math.max(this.reset_start,this.reset_end);this.setv({bounds:[t,e]},{silent:!0})}},e.prototype.initialize=function(){t.prototype.initialize.call(this),null==this.reset_start&&(this.reset_start=this.start),null==this.reset_end&&(this.reset_end=this.end),this._set_auto_bounds()},Object.defineProperty(e.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),e.prototype.reset=function(){this._set_auto_bounds(),this.start!=this.reset_start||this.end!=this.reset_end?this.setv({start:this.reset_start,end:this.reset_end}):this.change.emit()},e}(i.Range);s.Range1d=a,a.__name__=\"Range1d\",a.init_Range1d()},\n",
" function _(t,e,i){var n=t(163),l={};i.measure_font=function(t){if(null!=l[t])return l[t];var e=n.span({style:{font:t}},\"Hg\"),i=n.div({style:{display:\"inline-block\",width:\"1px\",height:\"0px\"}}),o=n.div({},e,i);document.body.appendChild(o);try{i.style.verticalAlign=\"baseline\";var r=n.offset(i).top-n.offset(e).top;i.style.verticalAlign=\"bottom\";var d=n.offset(i).top-n.offset(e).top,a={height:d,ascent:r,descent:d-r};return l[t]=a,a}finally{document.body.removeChild(o)}};var o={};i.measure_text=function(t,e){var i=o[e];if(null!=i){var l=i[t];if(null!=l)return l}else o[e]={};var r=n.div({style:{display:\"inline-block\",\"white-space\":\"nowrap\",font:e}},t);document.body.appendChild(r);try{var d=r.getBoundingClientRect(),a=d.width,f=d.height;return o[e][t]={width:a,height:f},{width:a,height:f}}finally{document.body.removeChild(r)}}},\n",
" function _(e,t,i){var n=e(113),a=e(228),s=e(163),l=e(121),o=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),this.visuals.warm_cache()},t.prototype._get_size=function(){var e=this.plot_view.canvas_view.ctx;this.visuals.text.set_value(e);var t=e.measureText(this.model.text);return{width:t.width,height:t.ascent}},t.prototype.render=function(){if(this.model.visible||\"css\"!=this.model.render_mode||s.undisplay(this.el),this.model.visible){var e;switch(this.model.angle_units){case\"rad\":e=-this.model.angle;break;case\"deg\":e=-this.model.angle*Math.PI/180;break;default:throw new Error(\"unreachable code\")}var t=null!=this.panel?this.panel:this.plot_view.frame,i=this.plot_view.frame.xscales[this.model.x_range_name],n=this.plot_view.frame.yscales[this.model.y_range_name],a=\"data\"==this.model.x_units?i.compute(this.model.x):t.xview.compute(this.model.x),l=\"data\"==this.model.y_units?n.compute(this.model.y):t.yview.compute(this.model.y);a+=this.model.x_offset,l-=this.model.y_offset,(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.plot_view.canvas_view.ctx,this.model.text,a,l,e)}},t}(a.TextAnnotationView);i.LabelView=o,o.__name__=\"LabelView\";var r=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Label=function(){this.prototype.default_view=o,this.mixins([\"text\",\"line:border_\",\"fill:background_\"]),this.define({x:[l.Number],x_units:[l.SpatialUnits,\"data\"],y:[l.Number],y_units:[l.SpatialUnits,\"data\"],text:[l.String],angle:[l.Angle,0],angle_units:[l.AngleUnits,\"rad\"],x_offset:[l.Number,0],y_offset:[l.Number,0],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.override({background_fill_color:null,border_line_color:null})},t}(a.TextAnnotation);i.Label=r,r.__name__=\"Label\",r.init_Label()},\n",
" function _(t,e,i){var s=t(113),n=t(131),l=t(163),a=t(121),o=t(226),r=t(202),u=function(t){function e(){var e=t.apply(this,arguments)||this;return e.rotate=!0,e}return s.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),\"css\"==this.model.render_mode&&(this.el.classList.add(r.bk_annotation),this.plot_view.canvas_overlays.appendChild(this.el))},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?this.connect(this.model.change,function(){return e.render()}):this.connect(this.model.change,function(){return e.plot_view.request_render()})},e.prototype._calculate_text_dimensions=function(t,e){return[t.measureText(e).width,o.measure_font(this.visuals.text.font_value()).height]},e.prototype._calculate_bounding_box_dimensions=function(t,e){var i,s,n=this._calculate_text_dimensions(t,e),l=n[0],a=n[1];switch(t.textAlign){case\"left\":i=0;break;case\"center\":i=-l/2;break;case\"right\":i=-l;break;default:throw new Error(\"unreachable code\")}switch(t.textBaseline){case\"top\":s=0;break;case\"middle\":s=-.5*a;break;case\"bottom\":s=-1*a;break;case\"alphabetic\":s=-.8*a;break;case\"hanging\":s=-.17*a;break;case\"ideographic\":s=-.83*a;break;default:throw new Error(\"unreachable code\")}return[i,s,l,a]},e.prototype._canvas_text=function(t,e,i,s,n){this.visuals.text.set_value(t);var l=this._calculate_bounding_box_dimensions(t,e);t.save(),t.beginPath(),t.translate(i,s),n&&t.rotate(n),t.rect(l[0],l[1],l[2],l[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.stroke()),this.visuals.text.doit&&(this.visuals.text.set_value(t),t.fillText(e,0,0)),t.restore()},e.prototype._css_text=function(t,e,i,s,n){l.undisplay(this.el),this.visuals.text.set_value(t);var a=this._calculate_bounding_box_dimensions(t,e),o=this.visuals.border_line.line_dash.value().length<2?\"solid\":\"dashed\";this.visuals.border_line.set_value(t),this.visuals.background_fill.set_value(t),this.el.style.position=\"absolute\",this.el.style.left=i+a[0]+\"px\",this.el.style.top=s+a[1]+\"px\",this.el.style.color=\"\"+this.visuals.text.text_color.value(),this.el.style.opacity=\"\"+this.visuals.text.text_alpha.value(),this.el.style.font=\"\"+this.visuals.text.font_value(),this.el.style.lineHeight=\"normal\",n&&(this.el.style.transform=\"rotate(\"+n+\"rad)\"),this.visuals.background_fill.doit&&(this.el.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(this.el.style.borderStyle=\"\"+o,this.el.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",this.el.style.borderColor=\"\"+this.visuals.border_line.color_value()),this.el.textContent=e,l.display(this.el)},e}(n.AnnotationView);i.TextAnnotationView=u,u.__name__=\"TextAnnotationView\";var h=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_TextAnnotation=function(){this.define({render_mode:[a.RenderMode,\"canvas\"]})},e}(n.Annotation);i.TextAnnotation=h,h.__name__=\"TextAnnotation\",h.init_TextAnnotation()},\n",
" function _(t,e,i){var s=t(113),o=t(228),n=t(170),l=t(163),a=t(121),r=t(202),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype.initialize=function(){if(t.prototype.initialize.call(this),this.set_data(this.model.source),\"css\"==this.model.render_mode)for(var e=0,i=this._text.length;e<i;e++){var s=l.div({class:r.bk_annotation_child,style:{display:\"none\"}});this.el.appendChild(s)}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?(this.connect(this.model.change,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.streaming,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.patching,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.change,function(){e.set_data(e.model.source),e.render()})):(this.connect(this.model.change,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.streaming,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.patching,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.change,function(){e.set_data(e.model.source),e.plot_view.request_render()}))},e.prototype.set_data=function(e){t.prototype.set_data.call(this,e),this.visuals.warm_cache(e)},e.prototype._map_data=function(){var t=this.plot_view.frame.xscales[this.model.x_range_name],e=this.plot_view.frame.yscales[this.model.y_range_name],i=null!=this.panel?this.panel:this.plot_view.frame;return[\"data\"==this.model.x_units?t.v_compute(this._x):i.xview.v_compute(this._x),\"data\"==this.model.y_units?e.v_compute(this._y):i.yview.v_compute(this._y)]},e.prototype.render=function(){if(this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible)for(var t=\"canvas\"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),e=this.plot_view.canvas_view.ctx,i=this._map_data(),s=i[0],o=i[1],n=0,a=this._text.length;n<a;n++)t(e,n,this._text[n],s[n]+this._x_offset[n],o[n]-this._y_offset[n],this._angle[n])},e.prototype._get_size=function(){var t=this.plot_view.canvas_view.ctx;this.visuals.text.set_value(t);var e=t.measureText(this._text[0]);return{width:e.width,height:e.ascent}},e.prototype._v_canvas_text=function(t,e,i,s,o,n){this.visuals.text.set_vectorize(t,e);var l=this._calculate_bounding_box_dimensions(t,i);t.save(),t.beginPath(),t.translate(s,o),t.rotate(n),t.rect(l[0],l[1],l[2],l[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),t.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),t.stroke()),this.visuals.text.doit&&(this.visuals.text.set_vectorize(t,e),t.fillText(i,0,0)),t.restore()},e.prototype._v_css_text=function(t,e,i,s,o,n){var a=this.el.children[e];a.textContent=i,this.visuals.text.set_vectorize(t,e);var r=this._calculate_bounding_box_dimensions(t,i),_=this.visuals.border_line.line_dash.value().length<2?\"solid\":\"dashed\";this.visuals.border_line.set_vectorize(t,e),this.visuals.background_fill.set_vectorize(t,e),a.style.position=\"absolute\",a.style.left=s+r[0]+\"px\",a.style.top=o+r[1]+\"px\",a.style.color=\"\"+this.visuals.text.text_color.value(),a.style.opacity=\"\"+this.visuals.text.text_alpha.value(),a.style.font=\"\"+this.visuals.text.font_value(),a.style.lineHeight=\"normal\",n&&(a.style.transform=\"rotate(\"+n+\"rad)\"),this.visuals.background_fill.doit&&(a.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(a.style.borderStyle=\"\"+_,a.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",a.style.borderColor=\"\"+this.visuals.border_line.color_value()),l.display(a)},e}(o.TextAnnotationView);i.LabelSetView=_,_.__name__=\"LabelSetView\";var c=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_LabelSet=function(){this.prototype.default_view=_,this.mixins([\"text\",\"line:border_\",\"fill:background_\"]),this.define({x:[a.NumberSpec],y:[a.NumberSpec],x_units:[a.SpatialUnits,\"data\"],y_units:[a.SpatialUnits,\"data\"],text:[a.StringSpec,{field:\"text\"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,{value:0}],y_offset:[a.NumberSpec,{value:0}],source:[a.Instance,function(){return new n.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),this.override({background_fill_color:null,border_line_color:null})},e}(o.TextAnnotation);i.LabelSet=c,c.__name__=\"LabelSet\",c.init_LabelSet()},\n",
" function _(t,e,i){var l=t(113),n=t(131),r=t(121),a=t(116),s=t(226),h=t(181),o=t(110),_=t(125),d=t(109),c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype.cursor=function(t,e){return\"none\"==this.model.click_policy?null:\"pointer\"},Object.defineProperty(e.prototype,\"legend_padding\",{get:function(){return null!=this.visuals.border_line.line_color.value()?this.model.padding:0},enumerable:!0,configurable:!0}),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.plot_view.request_render()}),this.connect(this.model.item_change,function(){return e.plot_view.request_render()})},e.prototype.compute_legend_bbox=function(){var t=this.model.get_legend_names(),e=this.model,i=e.glyph_height,l=e.glyph_width,n=this.model,r=n.label_height,a=n.label_width;this.max_label_height=o.max([s.measure_font(this.visuals.label_text.font_value()).height,r,i]);var c=this.plot_view.canvas_view.ctx;c.save(),this.visuals.label_text.set_value(c),this.text_widths={};for(var g=0,u=t;g<u.length;g++){var m=u[g];this.text_widths[m]=o.max([c.measureText(m).width,a])}this.visuals.title_text.set_value(c),this.title_height=this.model.title?s.measure_font(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?c.measureText(this.model.title).width:0,c.restore();var f,p,b=Math.max(o.max(_.values(this.text_widths)),0),v=this.model.margin,x=this.legend_padding,w=this.model.spacing,y=this.model.label_standoff;if(\"vertical\"==this.model.orientation)f=t.length*this.max_label_height+Math.max(t.length-1,0)*w+2*x+this.title_height,p=o.max([b+l+y+2*x,this.title_width+2*x]);else{var k=2*x+Math.max(t.length-1,0)*w;for(var m in this.text_widths){var N=this.text_widths[m];k+=o.max([N,a])+l+y}p=o.max([this.title_width+2*x,k]),f=this.max_label_height+this.title_height+2*x}var A,L,z=null!=this.panel?this.panel:this.plot_view.frame,B=z.bbox.ranges,T=B[0],M=B[1],P=this.model.location;if(d.isString(P))switch(P){case\"top_left\":A=T.start+v,L=M.start+v;break;case\"top_center\":A=(T.end+T.start)/2-p/2,L=M.start+v;break;case\"top_right\":A=T.end-v-p,L=M.start+v;break;case\"bottom_right\":A=T.end-v-p,L=M.end-v-f;break;case\"bottom_center\":A=(T.end+T.start)/2-p/2,L=M.end-v-f;break;case\"bottom_left\":A=T.start+v,L=M.end-v-f;break;case\"center_left\":A=T.start+v,L=(M.end+M.start)/2-f/2;break;case\"center\":A=(T.end+T.start)/2-p/2,L=(M.end+M.start)/2-f/2;break;case\"center_right\":A=T.end-v-p,L=(M.end+M.start)/2-f/2;break;default:throw new Error(\"unreachable code\")}else{if(!d.isArray(P)||2!=P.length)throw new Error(\"unreachable code\");var S=P[0],V=P[1];A=z.xview.compute(S),L=z.yview.compute(V)-f}return new h.BBox({left:A,top:L,width:p,height:f})},e.prototype.interactive_bbox=function(){return this.compute_legend_bbox()},e.prototype.interactive_hit=function(t,e){return this.interactive_bbox().contains(t,e)},e.prototype.on_hit=function(t,e){for(var i,l,n,r=this.model.glyph_width,a=this.legend_padding,s=this.model.spacing,o=this.model.label_standoff,_=n=a,d=this.compute_legend_bbox(),c=\"vertical\"==this.model.orientation,g=0,u=this.model.items;g<u.length;g++)for(var m=u[g],f=0,p=m.get_labels_list_from_label_prop();f<p.length;f++){var b=p[f],v=d.x+_,x=d.y+n+this.title_height,w=void 0,y=void 0;if(c?(w=(i=[d.width-2*a,this.max_label_height])[0],y=i[1]):(w=(l=[this.text_widths[b]+r+o,this.max_label_height])[0],y=l[1]),new h.BBox({left:v,top:x,width:w,height:y}).contains(t,e)){switch(this.model.click_policy){case\"hide\":for(var k=0,N=m.renderers;k<N.length;k++){(z=N[k]).visible=!z.visible}break;case\"mute\":for(var A=0,L=m.renderers;A<L.length;A++){var z;(z=L[A]).muted=!z.muted}}return!0}c?n+=this.max_label_height+s:_+=this.text_widths[b]+r+o+s}return!1},e.prototype.render=function(){if(this.model.visible&&0!=this.model.items.length){for(var t=0,e=this.model.items;t<e.length;t++){e[t].legend=this.model}var i=this.plot_view.canvas_view.ctx,l=this.compute_legend_bbox();i.save(),this._draw_legend_box(i,l),this._draw_legend_items(i,l),this.model.title&&this._draw_title(i,l),i.restore()}},e.prototype._draw_legend_box=function(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.set_value(t),t.fill(),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.stroke())},e.prototype._draw_legend_items=function(t,e){for(var i=this,l=this.model,n=l.glyph_width,r=l.glyph_height,a=this.legend_padding,s=this.model.spacing,h=this.model.label_standoff,_=a,d=a,c=\"vertical\"==this.model.orientation,g=function(l){var g,m,f=l.get_labels_list_from_label_prop(),p=l.get_field_from_label_prop();if(0==f.length)return\"continue\";for(var b=function(){switch(i.model.click_policy){case\"none\":return!0;case\"hide\":return o.every(l.renderers,function(t){return t.visible});case\"mute\":return o.every(l.renderers,function(t){return!t.muted})}}(),v=0,x=f;v<x.length;v++){var w=x[v],y=e.x+_,k=e.y+d+u.title_height,N=y+n,A=k+r;c?d+=u.max_label_height+s:_+=u.text_widths[w]+n+h+s,u.visuals.label_text.set_value(t),t.fillText(w,N+h,k+u.max_label_height/2);for(var L=0,z=l.renderers;L<z.length;L++){var B=z[L];u.plot_view.renderer_views[B.id].draw_legend(t,y,N,k,A,p,w,l.index)}if(!b){var T=void 0,M=void 0;c?(T=(g=[e.width-2*a,u.max_label_height])[0],M=g[1]):(T=(m=[u.text_widths[w]+n+h,u.max_label_height])[0],M=m[1]),t.beginPath(),t.rect(y,k,T,M),u.visuals.inactive_fill.set_value(t),t.fill()}}},u=this,m=0,f=this.model.items;m<f.length;m++){g(f[m])}},e.prototype._draw_title=function(t,e){this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(this.model.title,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())},e.prototype._get_size=function(){var t=this.compute_legend_bbox(),e=t.width,i=t.height;return{width:e+2*this.model.margin,height:i+2*this.model.margin}},e}(n.AnnotationView);i.LegendView=c,c.__name__=\"LegendView\";var g=function(t){function e(e){return t.call(this,e)||this}return l.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.item_change=new a.Signal0(this,\"item_change\")},e.init_Legend=function(){this.prototype.default_view=c,this.mixins([\"text:label_\",\"text:title_\",\"fill:inactive_\",\"line:border_\",\"fill:background_\"]),this.define({orientation:[r.Orientation,\"vertical\"],location:[r.Any,\"top_right\"],title:[r.String],title_standoff:[r.Number,5],label_standoff:[r.Number,5],glyph_height:[r.Number,20],glyph_width:[r.Number,20],label_height:[r.Number,20],label_width:[r.Number,20],margin:[r.Number,10],padding:[r.Number,10],spacing:[r.Number,3],items:[r.Array,[]],click_policy:[r.Any,\"none\"]}),this.override({border_line_color:\"#e5e5e5\",border_line_alpha:.5,border_line_width:1,background_fill_color:\"#ffffff\",background_fill_alpha:.95,inactive_fill_color:\"white\",inactive_fill_alpha:.7,label_text_font_size:\"10pt\",label_text_baseline:\"middle\",title_text_font_size:\"10pt\",title_text_font_style:\"italic\"})},e.prototype.get_legend_names=function(){for(var t=[],e=0,i=this.items;e<i.length;e++){var l=i[e].get_labels_list_from_label_prop();t.push.apply(t,l)}return t},e}(n.Annotation);i.Legend=g,g.__name__=\"Legend\",g.init_Legend()},\n",
" function _(e,r,n){var t=e(113),l=e(166),i=e(171),o=e(232),a=e(121),s=e(167),_=e(110),u=function(e){function r(r){return e.call(this,r)||this}return t.__extends(r,e),r.init_LegendItem=function(){this.define({label:[a.StringSpec,null],renderers:[a.Array,[]],index:[a.Number,null]})},r.prototype._check_data_sources_on_renderers=function(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;var e=this.renderers[0].data_source;if(null!=e)for(var r=0,n=this.renderers;r<n.length;r++){if(n[r].data_source!=e)return!1}}return!0},r.prototype._check_field_label_on_data_source=function(){var e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;var r=this.renderers[0].data_source;if(null!=r&&!_.includes(r.columns(),e))return!1}return!0},r.prototype.initialize=function(){var r=this;e.prototype.initialize.call(this),this.legend=null,this.connect(this.change,function(){null!=r.legend&&r.legend.item_change.emit()}),this._check_data_sources_on_renderers()||s.logger.error(\"Non matching data sources on legend item renderers\"),this._check_field_label_on_data_source()||s.logger.error(\"Bad column name on label: \"+this.label)},r.prototype.get_field_from_label_prop=function(){var e=this.label;return o.isField(e)?e.field:null},r.prototype.get_labels_list_from_label_prop=function(){if(o.isValue(this.label)){var e=this.label.value;return null!=e?[e]:[]}var r=this.get_field_from_label_prop();if(null!=r){var n=void 0;if(!this.renderers[0]||null==this.renderers[0].data_source)return[\"No source found\"];if((n=this.renderers[0].data_source)instanceof i.ColumnarDataSource){var t=n.get_column(r);return null!=t?_.uniq(Array.from(t)):[\"Invalid field\"]}}return[]},r}(l.Model);n.LegendItem=u,u.__name__=\"LegendItem\",u.init_LegendItem()},\n",
" function _(i,n,e){var t=i(109);e.isValue=function(i){return t.isPlainObject(i)&&\"value\"in i},e.isField=function(i){return t.isPlainObject(i)&&\"field\"in i}},\n",
" function _(t,i,n){var e=t(113),o=t(131),s=t(116),l=t(121),a=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(){return i.plot_view.request_render()}),this.connect(this.model.data_update,function(){return i.plot_view.request_render()})},i.prototype.render=function(){if(this.model.visible){var t=this.model,i=t.xs,n=t.ys;if(i.length==n.length&&!(i.length<3||n.length<3)){for(var e=this.plot_view.frame,o=this.plot_view.canvas_view.ctx,s=0,l=i.length;s<l;s++){var a=void 0;if(\"screen\"!=this.model.xs_units)throw new Error(\"not implemented\");a=this.model.screen?i[s]:e.xview.compute(i[s]);var r=void 0;if(\"screen\"!=this.model.ys_units)throw new Error(\"not implemented\");r=this.model.screen?n[s]:e.yview.compute(n[s]),0==s?(o.beginPath(),o.moveTo(a,r)):o.lineTo(a,r)}o.closePath(),this.visuals.line.doit&&(this.visuals.line.set_value(o),o.stroke()),this.visuals.fill.doit&&(this.visuals.fill.set_value(o),o.fill())}}},i}(o.AnnotationView);n.PolyAnnotationView=a,a.__name__=\"PolyAnnotationView\";var r=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_PolyAnnotation=function(){this.prototype.default_view=a,this.mixins([\"line\",\"fill\"]),this.define({xs:[l.Array,[]],xs_units:[l.SpatialUnits,\"data\"],ys:[l.Array,[]],ys_units:[l.SpatialUnits,\"data\"],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.internal({screen:[l.Boolean,!1]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.data_update=new s.Signal0(this,\"data_update\")},i.prototype.update=function(t){var i=t.xs,n=t.ys;this.setv({xs:i,ys:n,screen:!0},{silent:!0}),this.data_update.emit()},i}(o.Annotation);n.PolyAnnotation=r,r.__name__=\"PolyAnnotation\",r.init_PolyAnnotation()},\n",
" function _(e,t,n){var i=e(113),o=e(131),l=e(121),r=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)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.plot_view.request_render()})},t.prototype.render=function(){this.model.visible&&this._draw_slope()},t.prototype._draw_slope=function(){var e=this.model.gradient,t=this.model.y_intercept;if(null!=e&&null!=t){var n=this.plot_view.frame,i=n.xscales[this.model.x_range_name],o=n.yscales[this.model.y_range_name],l=n._top.value,r=l+n._height.value,a=(o.invert(l)-t)/e,s=(o.invert(r)-t)/e,_=i.compute(a),u=i.compute(s),p=this.plot_view.canvas_view.ctx;p.save(),p.beginPath(),this.visuals.line.set_value(p),p.moveTo(_,l),p.lineTo(u,r),p.stroke(),p.restore()}},t}(o.AnnotationView);n.SlopeView=r,r.__name__=\"SlopeView\";var a=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Slope=function(){this.prototype.default_view=r,this.mixins([\"line\"]),this.define({gradient:[l.Number,null],y_intercept:[l.Number,null],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.override({line_color:\"black\"})},t}(o.Annotation);n.Slope=a,a.__name__=\"Slope\",a.init_Slope()},\n",
" function _(e,t,i){var n=e(113),o=e(131),l=e(163),s=e(121),a=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),this.plot_view.canvas_overlays.appendChild(this.el),this.el.style.position=\"absolute\",l.undisplay(this.el)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.model.for_hover?this.connect(this.model.properties.computed_location.change,function(){return t._draw_span()}):\"canvas\"==this.model.render_mode?(this.connect(this.model.change,function(){return t.plot_view.request_render()}),this.connect(this.model.properties.location.change,function(){return t.plot_view.request_render()})):(this.connect(this.model.change,function(){return t.render()}),this.connect(this.model.properties.location.change,function(){return t._draw_span()}))},t.prototype.render=function(){this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible&&this._draw_span()},t.prototype._draw_span=function(){var e=this,t=this.model.for_hover?this.model.computed_location:this.model.location;if(null!=t){var i,n,o,s,a=this.plot_view.frame,r=a.xscales[this.model.x_range_name],h=a.yscales[this.model.y_range_name],d=function(i,n){return e.model.for_hover?e.model.computed_location:\"data\"==e.model.location_units?i.compute(t):n.compute(t)};if(\"width\"==this.model.dimension?(o=d(h,a.yview),n=a._left.value,s=a._width.value,i=this.model.properties.line_width.value()):(o=a._top.value,n=d(r,a.xview),s=this.model.properties.line_width.value(),i=a._height.value),\"css\"==this.model.render_mode)this.el.style.top=o+\"px\",this.el.style.left=n+\"px\",this.el.style.width=s+\"px\",this.el.style.height=i+\"px\",this.el.style.backgroundColor=this.model.properties.line_color.value(),this.el.style.opacity=this.model.properties.line_alpha.value(),l.display(this.el);else if(\"canvas\"==this.model.render_mode){var c=this.plot_view.canvas_view.ctx;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(n,o),\"width\"==this.model.dimension?c.lineTo(n+s,o):c.lineTo(n,o+i),c.stroke(),c.restore()}}else l.undisplay(this.el)},t}(o.AnnotationView);i.SpanView=a,a.__name__=\"SpanView\";var r=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Span=function(){this.prototype.default_view=a,this.mixins([\"line\"]),this.define({render_mode:[s.RenderMode,\"canvas\"],x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"],location:[s.Number,null],location_units:[s.SpatialUnits,\"data\"],dimension:[s.Dimension,\"width\"]}),this.override({line_color:\"black\"}),this.internal({for_hover:[s.Boolean,!1],computed_location:[s.Number,null]})},t}(o.Annotation);i.Span=r,r.__name__=\"Span\",r.init_Span()},\n",
" function _(e,t,i){var l=e(113),a=e(228),r=e(163),n=e(165),o=e(121),s=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return l.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.visuals.text=new n.Text(this.model)},t.prototype._get_location=function(){var e,t,i=this.panel,l=this.model.offset;switch(i.side){case\"above\":case\"below\":switch(this.model.vertical_align){case\"top\":t=i._top.value+5;break;case\"middle\":t=i._vcenter.value;break;case\"bottom\":t=i._bottom.value-5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":e=i._left.value+l;break;case\"center\":e=i._hcenter.value;break;case\"right\":e=i._right.value-l;break;default:throw new Error(\"unreachable code\")}break;case\"left\":switch(this.model.vertical_align){case\"top\":e=i._left.value-5;break;case\"middle\":e=i._hcenter.value;break;case\"bottom\":e=i._right.value+5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":t=i._bottom.value-l;break;case\"center\":t=i._vcenter.value;break;case\"right\":t=i._top.value+l;break;default:throw new Error(\"unreachable code\")}break;case\"right\":switch(this.model.vertical_align){case\"top\":e=i._right.value-5;break;case\"middle\":e=i._hcenter.value;break;case\"bottom\":e=i._left.value+5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":t=i._top.value+l;break;case\"center\":t=i._vcenter.value;break;case\"right\":t=i._bottom.value-l;break;default:throw new Error(\"unreachable code\")}break;default:throw new Error(\"unreachable code\")}return[e,t]},t.prototype.render=function(){if(this.model.visible){var e=this.model.text;if(null!=e&&0!=e.length){this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;var t=this._get_location(),i=t[0],l=t[1],a=this.panel.get_label_angle_heuristic(\"parallel\");(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.plot_view.canvas_view.ctx,e,i,l,a)}}else\"css\"==this.model.render_mode&&r.undisplay(this.el)},t.prototype._get_size=function(){var e=this.model.text;if(null==e||0==e.length)return{width:0,height:0};this.visuals.text.set_value(this.ctx);var t=this.ctx.measureText(e);return{width:t.width,height:t.ascent*this.visuals.text.text_line_height.value()+10}},t}(a.TextAnnotationView);i.TitleView=s,s.__name__=\"TitleView\";var c=function(e){function t(t){return e.call(this,t)||this}return l.__extends(t,e),t.init_Title=function(){this.prototype.default_view=s,this.mixins([\"line:border_\",\"fill:background_\"]),this.define({text:[o.String],text_font:[o.Font,\"helvetica\"],text_font_size:[o.FontSizeSpec,\"10pt\"],text_font_style:[o.FontStyle,\"bold\"],text_color:[o.ColorSpec,\"#444444\"],text_alpha:[o.NumberSpec,1],text_line_height:[o.Number,1],vertical_align:[o.VerticalAlign,\"bottom\"],align:[o.TextAlign,\"left\"],offset:[o.Number,0]}),this.override({background_fill_color:null,border_line_color:null}),this.internal({text_align:[o.TextAlign,\"left\"],text_baseline:[o.TextBaseline,\"bottom\"]})},t}(a.TextAnnotation);i.Title=c,c.__name__=\"Title\",c.init_Title()},\n",
" function _(t,i,e){var o=t(113),l=t(131),n=t(194),s=t(163),r=t(121),a=function(t){function i(){var i=t.apply(this,arguments)||this;return i.rotate=!0,i}return o.__extends(i,t),i.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_events.appendChild(this.el),this._toolbar_views={},n.build_views(this._toolbar_views,[this.model.toolbar],{parent:this});var i=this._toolbar_views[this.model.toolbar.id];this.plot_view.visibility_callbacks.push(function(t){return i.set_visibility(t)})},i.prototype.remove=function(){n.remove_views(this._toolbar_views),t.prototype.remove.call(this)},i.prototype.render=function(){if(t.prototype.render.call(this),this.model.visible){this.el.style.position=\"absolute\",this.el.style.overflow=\"hidden\",s.position(this.el,this.panel.bbox);var i=this._toolbar_views[this.model.toolbar.id];i.render(),s.empty(this.el),this.el.appendChild(i.el),s.display(this.el)}else s.undisplay(this.el)},i.prototype._get_size=function(){var t=this.model.toolbar,i=t.tools,e=t.logo;return{width:30*i.length+(null!=e?25:0),height:30}},i}(l.AnnotationView);e.ToolbarPanelView=a,a.__name__=\"ToolbarPanelView\";var h=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_ToolbarPanel=function(){this.prototype.default_view=a,this.define({toolbar:[r.Instance]})},i}(l.Annotation);e.ToolbarPanel=h,h.__name__=\"ToolbarPanel\",h.init_ToolbarPanel()},\n",
" function _(t,e,i){var s=t(113),o=t(131),l=t(163),a=t(121),n=t(239),h=t(240);function r(t,e,i,s,o){switch(t){case\"horizontal\":return e<s?\"right\":\"left\";case\"vertical\":return i<o?\"below\":\"above\";default:return t}}i.compute_side=r;var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_overlays.appendChild(this.el),l.undisplay(this.el)},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.data.change,function(){return e._draw_tips()})},e.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(n.bk_tooltip)},e.prototype.render=function(){this.model.visible&&this._draw_tips()},e.prototype._draw_tips=function(){var t=this.model.data;if(l.empty(this.el),l.undisplay(this.el),this.model.custom?this.el.classList.add(n.bk_tooltip_custom):this.el.classList.remove(n.bk_tooltip_custom),0!=t.length){for(var e=this.plot_view.frame,i=0,s=t;i<s.length;i++){var o=s[i],a=o[0],c=o[1],d=o[2];if(!this.model.inner_only||e.bbox.contains(a,c)){var p=l.div({},d);this.el.appendChild(p)}}var _=t[t.length-1],f=_[0],u=_[1],v=r(this.model.attachment,f,u,e._hcenter.value,e._vcenter.value);this.el.classList.remove(h.bk_right),this.el.classList.remove(h.bk_left),this.el.classList.remove(h.bk_above),this.el.classList.remove(h.bk_below);var b,y;switch(l.display(this.el),v){case\"right\":this.el.classList.add(h.bk_left),b=f+(this.el.offsetWidth-this.el.clientWidth)+10,y=u-this.el.offsetHeight/2;break;case\"left\":this.el.classList.add(h.bk_right),b=f-this.el.offsetWidth-10,y=u-this.el.offsetHeight/2;break;case\"below\":this.el.classList.add(h.bk_above),y=u+(this.el.offsetHeight-this.el.clientHeight)+10,b=Math.round(f-this.el.offsetWidth/2);break;case\"above\":this.el.classList.add(h.bk_below),y=u-this.el.offsetHeight-10,b=Math.round(f-this.el.offsetWidth/2);break;default:throw new Error(\"unreachable code\")}this.model.show_arrow&&this.el.classList.add(n.bk_tooltip_arrow),this.el.childNodes.length>0?(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;t<i;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();var s=\"height\"==this.model.dimension?0:Math.PI/2;if(null!=this.model.lower_head)for(t=0,i=this._lower_sx.length;t<i;t++)e.save(),e.translate(this._lower_sx[t],this._lower_sy[t]),e.rotate(s+Math.PI),this.model.lower_head.render(e,t),e.restore();if(null!=this.model.upper_head)for(t=0,i=this._upper_sx.length;t<i;t++)e.save(),e.translate(this._upper_sx[t],this._upper_sy[t]),e.rotate(s),this.model.upper_head.render(e,t),e.restore()}},t}(n.AnnotationView);i.WhiskerView=h,h.__name__=\"WhiskerView\";var _=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_Whisker=function(){this.prototype.default_view=h,this.mixins([\"line\"]),this.define({lower:[a.DistanceSpec],lower_head:[a.Instance,function(){return new o.TeeHead({level:\"underlay\",size:10})}],upper:[a.DistanceSpec],upper_head:[a.Instance,function(){return new o.TeeHead({level:\"underlay\",size:10})}],base:[a.DistanceSpec],dimension:[a.Dimension,\"height\"],source:[a.Instance,function(){return new r.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),this.override({level:\"underlay\"})},t}(n.Annotation);i.Whisker=_,_.__name__=\"Whisker\",_.init_Whisker()},\n",
" function _(i,a,s){var r=i(243);s.Axis=r.Axis;var x=i(245);s.CategoricalAxis=x.CategoricalAxis;var A=i(248);s.ContinuousAxis=A.ContinuousAxis;var o=i(249);s.DatetimeAxis=o.DatetimeAxis;var t=i(250);s.LinearAxis=t.LinearAxis;var e=i(263);s.LogAxis=e.LogAxis;var n=i(266);s.MercatorAxis=n.MercatorAxis},\n",
" function _(e,t,i){var a=e(113),r=e(244),n=e(121),o=e(110),s=e(109),l=e(184),_=Math.abs,h=Math.min,u=Math.max,c=function(e){function t(){var t=e.apply(this,arguments)||this;return t.rotate=!0,t}return a.__extends(t,e),Object.defineProperty(t.prototype,\"panel\",{get:function(){return this.layout},enumerable:!0,configurable:!0}),t.prototype.render=function(){if(this.model.visible){var e={tick:this._tick_extent(),tick_label:this._tick_label_extents(),axis_label:this._axis_label_extent()},t=this.tick_coords,i=this.plot_view.canvas_view.ctx;i.save(),this._draw_rule(i,e),this._draw_major_ticks(i,e,t),this._draw_minor_ticks(i,e,t),this._draw_major_labels(i,e,t),this._draw_axis_label(i,e,t),null!=this._render&&this._render(i,e,t),i.restore()}},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.plot_view.request_paint()});var i=this.model.properties;this.on_change(i.visible,function(){return t.plot_view.request_layout()})},t.prototype.get_size=function(){if(this.model.visible&&null==this.model.fixed_location){var e=this._get_size();return{width:0,height:Math.round(e)}}return{width:0,height:0}},t.prototype._get_size=function(){return this._tick_extent()+this._tick_label_extent()+this._axis_label_extent()},Object.defineProperty(t.prototype,\"needs_clip\",{get:function(){return null!=this.model.fixed_location},enumerable:!0,configurable:!0}),t.prototype._draw_rule=function(e,t){if(this.visuals.axis_line.doit){var i=this.rule_coords,a=i[0],r=i[1],n=this.plot_view.map_to_screen(a,r,this.model.x_range_name,this.model.y_range_name),o=n[0],s=n[1],l=this.normals,_=l[0],h=l[1],u=this.offsets,c=u[0],d=u[1];this.visuals.axis_line.set_value(e),e.beginPath(),e.moveTo(Math.round(o[0]+_*c),Math.round(s[0]+h*d));for(var m=1;m<o.length;m++){var b=Math.round(o[m]+_*c),p=Math.round(s[m]+h*d);e.lineTo(b,p)}e.stroke()}},t.prototype._draw_major_ticks=function(e,t,i){var a=this.model.major_tick_in,r=this.model.major_tick_out,n=this.visuals.major_tick_line;this._draw_ticks(e,i.major,a,r,n)},t.prototype._draw_minor_ticks=function(e,t,i){var a=this.model.minor_tick_in,r=this.model.minor_tick_out,n=this.visuals.minor_tick_line;this._draw_ticks(e,i.minor,a,r,n)},t.prototype._draw_major_labels=function(e,t,i){var a=i.major,r=this.compute_labels(a[this.dimension]),n=this.model.major_label_orientation,o=t.tick+this.model.major_label_standoff,s=this.visuals.major_label_text;this._draw_oriented_labels(e,r,a,n,this.panel.side,o,s)},t.prototype._draw_axis_label=function(e,t,i){if(null!=this.model.axis_label&&0!=this.model.axis_label.length&&null==this.model.fixed_location){var a,r;switch(this.panel.side){case\"above\":a=this.panel._hcenter.value,r=this.panel._bottom.value;break;case\"below\":a=this.panel._hcenter.value,r=this.panel._top.value;break;case\"left\":a=this.panel._right.value,r=this.panel._vcenter.value;break;case\"right\":a=this.panel._left.value,r=this.panel._vcenter.value;break;default:throw new Error(\"unknown side: \"+this.panel.side)}var n=[[a],[r]],s=t.tick+o.sum(t.tick_label)+this.model.axis_label_standoff,l=this.visuals.axis_label_text;this._draw_oriented_labels(e,[this.model.axis_label],n,\"parallel\",this.panel.side,s,l,\"screen\")}},t.prototype._draw_ticks=function(e,t,i,a,r){if(r.doit){var n=t[0],o=t[1],s=this.plot_view.map_to_screen(n,o,this.model.x_range_name,this.model.y_range_name),l=s[0],_=s[1],h=this.normals,u=h[0],c=h[1],d=this.offsets,m=d[0],b=d[1],p=[u*(m-i),c*(b-i)],f=p[0],v=p[1],x=[u*(m+a),c*(b+a)],g=x[0],y=x[1];r.set_value(e);for(var k=0;k<l.length;k++){var w=Math.round(l[k]+g),j=Math.round(_[k]+y),M=Math.round(l[k]+f),A=Math.round(_[k]+v);e.beginPath(),e.moveTo(w,j),e.lineTo(M,A),e.stroke()}}},t.prototype._draw_oriented_labels=function(e,t,i,a,r,n,o,l){var _,h,u;if(void 0===l&&(l=\"data\"),o.doit&&0!=t.length){var c,d,m,b;if(\"screen\"==l)c=i[0],d=i[1],m=(_=[0,0])[0],b=_[1];else{var p=i[0],f=i[1];c=(h=this.plot_view.map_to_screen(p,f,this.model.x_range_name,this.model.y_range_name))[0],d=h[1],m=(u=this.offsets)[0],b=u[1]}var v,x=this.normals,g=x[0]*(m+n),y=x[1]*(b+n);o.set_value(e),this.panel.apply_label_text_heuristics(e,a),v=s.isString(a)?this.panel.get_label_angle_heuristic(a):-a;for(var k=0;k<c.length;k++){var w=Math.round(c[k]+g),j=Math.round(d[k]+y);e.translate(w,j),e.rotate(v),e.fillText(t[k],0,0),e.rotate(-v),e.translate(-w,-j)}}},t.prototype._axis_label_extent=function(){if(null==this.model.axis_label||\"\"==this.model.axis_label)return 0;var e=this.model.axis_label_standoff,t=this.visuals.axis_label_text;return this._oriented_labels_extent([this.model.axis_label],\"parallel\",this.panel.side,e,t)},t.prototype._tick_extent=function(){return this.model.major_tick_out},t.prototype._tick_label_extent=function(){return o.sum(this._tick_label_extents())},t.prototype._tick_label_extents=function(){var e=this.tick_coords.major,t=this.compute_labels(e[this.dimension]),i=this.model.major_label_orientation,a=this.model.major_label_standoff,r=this.visuals.major_label_text;return[this._oriented_labels_extent(t,i,this.panel.side,a,r)]},t.prototype._oriented_labels_extent=function(e,t,i,a,r){if(0==e.length)return 0;var n,o,l=this.plot_view.canvas_view.ctx;r.set_value(l),s.isString(t)?(n=1,o=this.panel.get_label_angle_heuristic(t)):(n=2,o=-t),o=Math.abs(o);for(var _=Math.cos(o),h=Math.sin(o),u=0,c=0;c<e.length;c++){var d=1.1*l.measureText(e[c]).width,m=.9*l.measureText(e[c]).ascent,b=void 0;(b=\"above\"==i||\"below\"==i?d*h+m/n*_:d*_+m/n*h)>u&&(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<e.length;i++)e[i]in this.model.major_label_overrides&&(t[i]=this.model.major_label_overrides[e[i]]);return t},Object.defineProperty(t.prototype,\"offsets\",{get:function(){if(null!=this.model.fixed_location)return[0,0];var e=this.plot_view.frame,t=[0,0],i=t[0],a=t[1];switch(this.panel.side){case\"below\":a=_(this.panel._top.value-e._bottom.value);break;case\"above\":a=_(this.panel._bottom.value-e._top.value);break;case\"right\":i=_(this.panel._left.value-e._right.value);break;case\"left\":i=_(this.panel._right.value-e._left.value)}return[i,a]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ranges\",{get:function(){var e=this.dimension,t=(e+1)%2,i=this.plot_view.frame,a=[i.x_ranges[this.model.x_range_name],i.y_ranges[this.model.y_range_name]];return[a[e],a[t]]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"computed_bounds\",{get:function(){var e=this.ranges[0],t=this.model.bounds,i=[e.min,e.max];if(\"auto\"==t)return[e.min,e.max];if(s.isArray(t)){var a=void 0,r=void 0,n=t[0],o=t[1],l=i[0],c=i[1];return _(n-o)>_(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;m<s.length;m++)s[m]<c||s[m]>d||(_[e].push(s[m]),_[t].push(this.loc));for(m=0;m<l.length;m++)l[m]<c||l[m]>d||(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;h<r.tops.length-1;h++){for(var c=void 0,m=void 0,d=p;d<r.factors.length;d++)if(r.factors[d][0]==r.tops[h+1]){c=(i=[r.factors[d-1],r.factors[d]])[0],m=i[1],p=d;break}var f=(r.synthetic(c)+r.synthetic(m))/2;f>a&&f<n&&(u[l].push(f),u[_].push(this.loc))}var g=this._tick_label_extent();this._draw_ticks(t,u,-3,g-6,this.visuals.separator_line)}},o.prototype._draw_major_labels=function(t,o,e){for(var i=this._get_factor_info(),r=o.tick+this.model.major_label_standoff,s=0;s<i.length;s++){var a=i[s],n=a[0],l=a[1],_=a[2],u=a[3];this._draw_oriented_labels(t,n,l,_,this.panel.side,r,u),r+=o.tick_label[s]}},o.prototype._tick_label_extents=function(){for(var t=[],o=0,e=this._get_factor_info();o<e.length;o++){var i=e[o],r=i[0],s=i[2],a=i[3],n=this._oriented_labels_extent(r,s,this.panel.side,this.model.major_label_standoff,a);t.push(n)}return t},o.prototype._get_factor_info=function(){var t=this.ranges[0],o=this.computed_bounds,e=o[0],i=o[1],r=this.loc,s=this.model.ticker.get_ticks(e,i,t,r,{}),a=this.tick_coords,n=[];if(1==t.levels){var l=s.major,_=this.model.formatter.doFormat(l,this);n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){l=s.major.map(function(t){return t[1]}),_=this.model.formatter.doFormat(l,this);n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text]),n.push([s.tops,a.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){l=s.major.map(function(t){return t[2]}),_=this.model.formatter.doFormat(l,this);var u=s.mids.map(function(t){return t[1]});n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text]),n.push([u,a.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),n.push([s.tops,a.tops,this.model.group_label_orientation,this.visuals.group_text])}return n},Object.defineProperty(o.prototype,\"tick_coords\",{get:function(){var t=this,o=this.dimension,e=(o+1)%2,i=this.ranges[0],r=this.computed_bounds,s=r[0],a=r[1],n=this.model.ticker.get_ticks(s,a,i,this.loc,{}),l={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return l.major[o]=n.major,l.major[e]=n.major.map(function(o){return t.loc}),3==i.levels&&(l.mids[o]=n.mids,l.mids[e]=n.mids.map(function(o){return t.loc})),i.levels>1&&(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;i<n.length;i++){var s=n[i],l=c.synthetic(s);l>r&&l<e&&o.push(s)}return o},c}(t(207).Ticker);r.CategoricalTicker=o,o.__name__=\"CategoricalTicker\"},\n",
" function _(t,r,o){var n=t(113),e=t(209),a=t(110),c=function(t){function r(r){return t.call(this,r)||this}return n.__extends(r,t),r.prototype.doFormat=function(t,r){return a.copy(t)},r}(e.TickFormatter);o.CategoricalTickFormatter=c,c.__name__=\"CategoricalTickFormatter\"},\n",
" function _(n,i,t){var u=n(113),s=function(n){function i(i){return n.call(this,i)||this}return u.__extends(i,n),i}(n(243).Axis);t.ContinuousAxis=s,s.__name__=\"ContinuousAxis\"},\n",
" function _(t,e,i){var n=t(113),r=t(250),a=t(251),s=t(256),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e}(r.LinearAxisView);i.DatetimeAxisView=u,u.__name__=\"DatetimeAxisView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_DatetimeAxis=function(){this.prototype.default_view=u,this.override({ticker:function(){return new s.DatetimeTicker},formatter:function(){return new a.DatetimeTickFormatter}})},e}(r.LinearAxis);i.DatetimeAxis=_,_.__name__=\"DatetimeAxis\",_.init_DatetimeAxis()},\n",
" function _(i,n,t){var e=i(113),r=i(243),s=i(248),u=i(208),a=i(204),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(r.AxisView);t.LinearAxisView=_,_.__name__=\"LinearAxisView\";var o=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_LinearAxis=function(){this.prototype.default_view=_,this.override({ticker:function(){return new a.BasicTicker},formatter:function(){return new u.BasicTickFormatter}})},n}(s.ContinuousAxis);t.LinearAxis=o,o.__name__=\"LinearAxis\",o.init_LinearAxis()},\n",
" function _(t,r,e){var s=t(113),i=t(252),n=t(209),o=t(167),a=t(121),u=t(253),c=t(110),m=t(109);function h(t){return i(t,\"%Y %m %d %H %M %S\").split(/\\s+/).map(function(t){return parseInt(t,10)})}function d(t,r){if(m.isFunction(r))return r(t);var e=u.sprintf(\"$1%06d\",function(t){return Math.round(t/1e3%1*1e6)}(t));return-1==(r=r.replace(/((^|[^%])(%%)*)%f/,e)).indexOf(\"%\")?r:i(t,r)}var f=[\"microseconds\",\"milliseconds\",\"seconds\",\"minsec\",\"minutes\",\"hourmin\",\"hours\",\"days\",\"months\",\"years\"],l=function(t){function r(r){var e=t.call(this,r)||this;return e.strip_leading_zeros=!0,e}return s.__extends(r,t),r.init_DatetimeTickFormatter=function(){this.define({microseconds:[a.Array,[\"%fus\"]],milliseconds:[a.Array,[\"%3Nms\",\"%S.%3Ns\"]],seconds:[a.Array,[\"%Ss\"]],minsec:[a.Array,[\":%M:%S\"]],minutes:[a.Array,[\":%M\",\"%Mm\"]],hourmin:[a.Array,[\"%H:%M\"]],hours:[a.Array,[\"%Hh\",\"%H:%M\"]],days:[a.Array,[\"%m/%d\",\"%a%d\"]],months:[a.Array,[\"%m/%Y\",\"%b %Y\"]],years:[a.Array,[\"%Y\"]]})},r.prototype.initialize=function(){t.prototype.initialize.call(this),this._update_width_formats()},r.prototype._update_width_formats=function(){var t=+i(new Date),r=function(r){var e=r.map(function(r){return d(t,r).length}),s=c.sort_by(c.zip(e,r),function(t){return t[0]});return c.unzip(s)};this._width_formats={microseconds:r(this.microseconds),milliseconds:r(this.milliseconds),seconds:r(this.seconds),minsec:r(this.minsec),minutes:r(this.minutes),hourmin:r(this.hourmin),hours:r(this.hours),days:r(this.days),months:r(this.months),years:r(this.years)}},r.prototype._get_resolution_str=function(t,r){var e=1.1*t;switch(!1){case!(e<.001):return\"microseconds\";case!(e<1):return\"milliseconds\";case!(e<60):return r>=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<l.length;m++){c[l[m]]=0}c.seconds=5,c.minsec=4,c.minutes=4,c.hourmin=3,c.hours=3;for(var _=0,p=t;_<p.length;_++){var y=p[_],g=void 0,v=void 0;try{v=h(y),g=d(y,n)}catch(t){o.logger.warn(\"unable to format tick for timestamp value \"+y),o.logger.warn(\" - \"+t),a.push(\"ERR\");continue}for(var w=!1,A=u;0==v[c[f[A]]];){if((A+=1)==f.length)break;if((\"minsec\"==i||\"hourmin\"==i)&&!w){if(\"minsec\"==i&&0==v[4]&&0!=v[5]||\"hourmin\"==i&&0==v[3]&&0!=v[4]){g=d(y,this._width_formats[f[u-1]][1][0]);break}w=!0}g=d(y,this._width_formats[f[A]][1][0])}if(this.strip_leading_zeros){var k=g.replace(/^0+/g,\"\");k!=g&&isNaN(parseInt(k))&&(k=\"0\"+k),a.push(k)}else a.push(g)}return a},r}(n.TickFormatter);e.DatetimeTickFormatter=l,l.__name__=\"DatetimeTickFormatter\",l.init_DatetimeTickFormatter()},\n",
" function _(e,t,n){!function(e){\"object\"==typeof t&&t.exports?t.exports=e():\"function\"==typeof define?define(e):this.tz=e()}(function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort(function(e,t){return e.sort-t.sort}),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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" function _(e,n,t){!function(){\"use strict\";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\\x25]+/,modulo:/^\\x25{2}/,placeholder:/^\\x25(?:([1-9]\\d*)\\$|\\(([^)]+)\\))?(\\+)?(0|'[^$])?(-)?(\\d+)?(?:\\.(\\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\\d]*)/i,key_access:/^\\.([a-z_][a-z_\\d]*)/i,index_access:/^\\[(\\d+)\\]/,sign:/^[+-]/};function n(t){return function(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y=\"\";for(s=0;s<g;s++)if(\"string\"==typeof t[s])y+=t[s];else if(\"object\"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property \"%s\" of undefined value \"%s\"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&\"number\"!=typeof i&&isNaN(i))throw new TypeError(n(\"[sprintf] expecting number but found %T\",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case\"b\":i=parseInt(i,10).toString(2);break;case\"c\":i=String.fromCharCode(parseInt(i,10));break;case\"d\":case\"i\":i=parseInt(i,10);break;case\"j\":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case\"e\":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case\"f\":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case\"g\":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case\"o\":i=(parseInt(i,10)>>>0).toString(8);break;case\"s\":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case\"t\":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case\"T\":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case\"u\":i=parseInt(i,10)>>>0;break;case\"v\":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case\"x\":i=(parseInt(i,10)>>>0).toString(16);break;case\"X\":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f=\"\":(f=u?\"+\":\"-\",i=i.toString().replace(e.sign,\"\")),c=o.pad_char?\"0\"===o.pad_char?\"0\":o.pad_char.charAt(1):\" \",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):\"\",y+=o.align?f+i+p:\"0\"===c?f+p+i:p+f+i)}return y}(function(n){if(i[n])return i[n];var t,r=n,s=[],a=0;for(;r;){if(null!==(t=e.text.exec(r)))s.push(t[0]);else if(null!==(t=e.modulo.exec(r)))s.push(\"%\");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError(\"[sprintf] unexpected placeholder\");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");for(o.push(c[1]);\"\"!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error(\"[sprintf] mixing positional and named placeholders is not (yet) supported\");s.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return i[n]=s}(t),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}var i=Object.create(null);void 0!==t&&(t.sprintf=n,t.vsprintf=r),\"undefined\"!=typeof window&&(window.sprintf=n,window.vsprintf=r,\"function\"==typeof define&&define.amd&&define(function(){return{sprintf:n,vsprintf:r}}))}()},\n",
" function _(e,n,t){\n",
" /*!\n",
" * numbro.js\n",
" * version : 1.6.2\n",
" * author : Företagsplatsen AB\n",
" * license : MIT\n",
" * http://www.foretagsplatsen.se\n",
" */\n",
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Use `setCulture` instead\");var t=e,r=e.split(\"-\")[0],i=null;a[t]||(Object.keys(a).forEach(function(e){i||e.split(\"-\")[0]!==r||(i=e)}),t=i||n||\"en-US\"),m(t)},r.setCulture=function(e,n){var t=e,r=e.split(\"-\")[1],a=null;i[t]||(r&&Object.keys(i).forEach(function(e){a||e.split(\"-\")[1]!==r||(a=e)}),t=a||n||\"en-US\"),m(t)},r.language=function(e,n){if(console.warn(\"`language` is deprecated since version 1.6.0. Use `culture` instead\"),!e)return o;if(e&&!n){if(!a[e])throw new Error(\"Unknown language : \"+e);m(e)}return!n&&a[e]||p(e,n),r},r.culture=function(e,n){if(!e)return o;if(e&&!n){if(!i[e])throw new Error(\"Unknown culture : \"+e);m(e)}return!n&&i[e]||p(e,n),r},r.languageData=function(e){if(console.warn(\"`languageData` is deprecated since version 1.6.0. Use `cultureData` instead\"),!e)return a[o];if(!a[e])throw new Error(\"Unknown language : \"+e);return a[e]},r.cultureData=function(e){if(!e)return i[o];if(!i[e])throw new Error(\"Unknown culture : \"+e);return i[e]},r.culture(\"en-US\",{delimiters:{thousands:\",\",decimal:\".\"},abbreviations:{thousand:\"k\",million:\"m\",billion:\"b\",trillion:\"t\"},ordinal:function(e){var n=e%10;return 1==~~(e%100/10)?\"th\":1===n?\"st\":2===n?\"nd\":3===n?\"rd\":\"th\"},currency:{symbol:\"$\",position:\"prefix\"},defaults:{currencyFormat:\",0000 a\"},formats:{fourDigits:\"0000 a\",fullWithTwoDecimals:\"$ ,0.00\",fullWithTwoDecimalsNoCurrency:\",0.00\"}}),r.languages=function(){return console.warn(\"`languages` is deprecated since version 1.6.0. Use `cultures` instead\"),a},r.cultures=function(){return i},r.zeroFormat=function(e){l=\"string\"==typeof e?e:null},r.defaultFormat=function(e){u=\"string\"==typeof e?e:\"0.0\"},r.defaultCurrencyFormat=function(e){\"string\"==typeof e?e:\"0$\"},r.validate=function(e,n){var t,i,a,o,l,u,c,s;if(\"string\"!=typeof e&&(e+=\"\",console.warn&&console.warn(\"Numbro.js: Value is not string. It has been co-erced to: \",e)),(e=e.trim()).match(/^\\d+$/))return!0;if(\"\"===e)return!1;try{c=r.cultureData(n)}catch(e){c=r.cultureData(r.culture())}return a=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,i=\".\"===c.delimiters.thousands?\"\\\\.\":c.delimiters.thousands,(null===(s=e.match(/^[^\\d]+/))||(e=e.substr(1),s[0]===a))&&((null===(s=e.match(/[^\\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(i+\"{2}\"),!e.match(/[^\\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/):!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/)))))},n.exports={format:function(e,n,t,i){return null!=t&&t!==r.culture()&&r.setCulture(t),d(Number(e),null!=n?n:u,null==i?Math.round:i)}}},\n",
" function _(e,n,i){var t=e(113),r=e(110),a=e(205),s=e(257),c=e(258),_=e(261),m=e(262),k=e(260),o=function(e){function n(n){return e.call(this,n)||this}return t.__extends(n,e),n.init_DatetimeTicker=function(){this.override({num_minor_ticks:0,tickers:function(){return[new a.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*k.ONE_MILLI,num_minor_ticks:0}),new a.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:k.ONE_SECOND,max_interval:30*k.ONE_MINUTE,num_minor_ticks:0}),new a.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:k.ONE_HOUR,max_interval:12*k.ONE_HOUR,num_minor_ticks:0}),new c.DaysTicker({days:r.range(1,32)}),new c.DaysTicker({days:r.range(1,31,3)}),new c.DaysTicker({days:[1,8,15,22]}),new c.DaysTicker({days:[1,15]}),new _.MonthsTicker({months:r.range(0,12,1)}),new _.MonthsTicker({months:r.range(0,12,2)}),new _.MonthsTicker({months:r.range(0,12,4)}),new _.MonthsTicker({months:r.range(0,12,6)}),new m.YearsTicker({})]}})},n}(s.CompositeTicker);i.DatetimeTicker=o,o.__name__=\"DatetimeTicker\",o.init_DatetimeTicker()},\n",
" function _(t,e,i){var n=t(113),r=t(206),o=t(121),s=t(110),a=t(125),_=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_CompositeTicker=function(){this.define({tickers:[o.Array,[]]})},Object.defineProperty(e.prototype,\"min_intervals\",{get:function(){return this.tickers.map(function(t){return t.get_min_interval()})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_intervals\",{get:function(){return this.tickers.map(function(t){return t.get_max_interval()})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"min_interval\",{get:function(){return this.min_intervals[0]},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_interval\",{get:function(){return this.max_intervals[0]},enumerable:!0,configurable:!0}),e.prototype.get_best_ticker=function(t,e,i){var n,r=e-t,o=this.get_ideal_interval(t,e,i),_=[s.sorted_index(this.min_intervals,o)-1,s.sorted_index(this.max_intervals,o)],u=[this.min_intervals[_[0]],this.max_intervals[_[1]]].map(function(t){return Math.abs(i-r/t)});if(a.isEmpty(u.filter(function(t){return!isNaN(t)})))n=this.tickers[0];else{var c=_[s.argmin(u)];n=this.tickers[c]}return n},e.prototype.get_interval=function(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)},e.prototype.get_ticks_no_defaults=function(t,e,i,n){return this.get_best_ticker(t,e,n).get_ticks_no_defaults(t,e,i,n)},e}(r.ContinuousTicker);i.CompositeTicker=_,_.__name__=\"CompositeTicker\",_.init_CompositeTicker()},\n",
" function _(t,n,e){var i=t(113),r=t(259),a=t(260),o=t(121),s=t(110);var _=function(t){function n(n){return t.call(this,n)||this}return i.__extends(n,t),n.init_DaysTicker=function(){this.define({days:[o.Array,[]]}),this.override({num_minor_ticks:0})},n.prototype.initialize=function(){t.prototype.initialize.call(this);var n=this.days;n.length>1?this.interval=(n[1]-n[0])*a.ONE_DAY:this.interval=31*a.ONE_DAY},n.prototype.get_ticks_no_defaults=function(t,n,e,i){var r=function(t,n){var e=a.last_month_no_later_than(new Date(t)),i=a.last_month_no_later_than(new Date(n));i.setUTCMonth(i.getUTCMonth()+1);for(var r=[],o=e;r.push(a.copy_date(o)),o.setUTCMonth(o.getUTCMonth()+1),!(o>i););return r}(t,n),o=this.days,_=this.interval;return{major:s.concat(r.map(function(t){return function(t,n){for(var e=t.getUTCMonth(),i=[],r=0,s=o;r<s.length;r++){var _=s[r],c=a.copy_date(t);c.setUTCDate(_),new Date(c.getTime()+n/2).getUTCMonth()==e&&i.push(c)}return i}(t,_)})).map(function(t){return t.getTime()}).filter(function(e){return t<=e&&e<=n}),minor:[]}},n}(r.SingleIntervalTicker);e.DaysTicker=_,_.__name__=\"DaysTicker\",_.init_DaysTicker()},\n",
" function _(e,n,t){var i=e(113),r=e(206),l=e(121),a=function(e){function n(n){return e.call(this,n)||this}return i.__extends(n,e),n.init_SingleIntervalTicker=function(){this.define({interval:[l.Number]})},n.prototype.get_interval=function(e,n,t){return this.interval},Object.defineProperty(n.prototype,\"min_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"max_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),n}(r.ContinuousTicker);t.SingleIntervalTicker=a,a.__name__=\"SingleIntervalTicker\",a.init_SingleIntervalTicker()},\n",
" function _(t,e,_){function n(t){return new Date(t.getTime())}function E(t){var e=n(t);return e.setUTCDate(1),e.setUTCHours(0),e.setUTCMinutes(0),e.setUTCSeconds(0),e.setUTCMilliseconds(0),e}_.ONE_MILLI=1,_.ONE_SECOND=1e3,_.ONE_MINUTE=60*_.ONE_SECOND,_.ONE_HOUR=60*_.ONE_MINUTE,_.ONE_DAY=24*_.ONE_HOUR,_.ONE_MONTH=30*_.ONE_DAY,_.ONE_YEAR=365*_.ONE_DAY,_.copy_date=n,_.last_month_no_later_than=E,_.last_year_no_later_than=function(t){var e=E(t);return e.setUTCMonth(0),e}},\n",
" function _(t,n,e){var r=t(113),i=t(259),a=t(260),o=t(121),l=t(110);var u=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_MonthsTicker=function(){this.define({months:[o.Array,[]]})},n.prototype.initialize=function(){t.prototype.initialize.call(this);var n=this.months;n.length>1?this.interval=(n[1]-n[0])*a.ONE_MONTH:this.interval=12*a.ONE_MONTH},n.prototype.get_ticks_no_defaults=function(t,n,e,r){var i=function(t,n){var e=a.last_year_no_later_than(new Date(t)),r=a.last_year_no_later_than(new Date(n));r.setUTCFullYear(r.getUTCFullYear()+1);for(var i=[],o=e;i.push(a.copy_date(o)),o.setUTCFullYear(o.getUTCFullYear()+1),!(o>r););return i}(t,n),o=this.months;return{major:l.concat(i.map(function(t){return o.map(function(n){var e=a.copy_date(t);return e.setUTCMonth(n),e})})).map(function(t){return t.getTime()}).filter(function(e){return t<=e&&e<=n}),minor:[]}},n}(i.SingleIntervalTicker);e.MonthsTicker=u,u.__name__=\"MonthsTicker\",u.init_MonthsTicker()},\n",
" function _(t,e,i){var n=t(113),r=t(204),a=t(259),_=t(260),c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.interval=_.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,i,n){var r=_.last_year_no_later_than(new Date(t)).getUTCFullYear(),a=_.last_year_no_later_than(new Date(e)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,a,i,n).major.map(function(t){return Date.UTC(t,0,1)}).filter(function(i){return t<=i&&i<=e}),minor:[]}},e}(a.SingleIntervalTicker);i.YearsTicker=c,c.__name__=\"YearsTicker\"},\n",
" function _(i,n,t){var e=i(113),o=i(243),r=i(248),u=i(264),s=i(265),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(o.AxisView);t.LogAxisView=_,_.__name__=\"LogAxisView\";var c=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_LogAxis=function(){this.prototype.default_view=_,this.override({ticker:function(){return new s.LogTicker},formatter:function(){return new u.LogTickFormatter}})},n}(r.ContinuousAxis);t.LogAxis=c,c.__name__=\"LogAxis\",c.init_LogAxis()},\n",
" function _(t,i,r){var e=t(113),n=t(209),o=t(208),a=t(167),c=t(121),l=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_LogTickFormatter=function(){this.define({ticker:[c.Instance,null]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.basic_formatter=new o.BasicTickFormatter,null==this.ticker&&a.logger.warn(\"LogTickFormatter not configured with a ticker, using default base of 10 (labels will be incorrect if ticker base is not 10)\")},i.prototype.doFormat=function(t,i){if(0==t.length)return[];for(var r=null!=this.ticker?this.ticker.base:10,e=!1,n=new Array(t.length),o=0,a=t.length;o<a;o++)if(n[o]=r+\"^\"+Math.round(Math.log(t[o])/Math.log(r)),o>0&&n[o]==n[o-1]){e=!0;break}return e?this.basic_formatter.doFormat(t,i):n},i}(n.TickFormatter);r.LogTickFormatter=l,l.__name__=\"LogTickFormatter\",l.init_LogTickFormatter()},\n",
" function _(t,r,n){var e=t(113),i=t(205),o=t(110),a=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_LogTicker=function(){this.override({mantissas:[1,5]})},r.prototype.get_ticks_no_defaults=function(t,r,n,e){var i,a=this.num_minor_ticks,u=[],f=this.base,h=Math.log(t)/Math.log(f),l=Math.log(r)/Math.log(f),c=l-h;if(isFinite(c))if(c<2){var s=this.get_interval(t,r,e),g=Math.floor(t/s),_=Math.ceil(r/s);if(i=o.range(g,_+1).filter(function(t){return 0!=t}).map(function(t){return t*s}).filter(function(n){return t<=n&&n<=r}),a>0&&i.length>0){for(var p=s/a,v=0,M=(y=o.range(0,a).map(function(t){return t*p})).slice(1);v<M.length;v++){var m=M[v];u.push(i[0]-m)}for(var k=0,T=i;k<T.length;k++)for(var d=T[k],L=0,w=y;L<w.length;L++){m=w[L];u.push(d+m)}}}else{var b=Math.ceil(.999999*h),j=Math.floor(1.000001*l),x=Math.ceil((j-b)/9);if(i=o.range(b-1,j+1,x).map(function(t){return Math.pow(f,t)}),a>0&&i.length>0){for(var y,A=Math.pow(f,x)/a,F=0,q=y=o.range(1,a+1).map(function(t){return t*A});F<q.length;F++){m=q[F];u.push(i[0]/m)}u.push(i[0]);for(var z=0,B=i;z<B.length;z++){d=B[z];for(var C=0,D=y;C<D.length;C++){m=D[C];u.push(d*m)}}}}else i=[];return{major:i.filter(function(n){return t<=n&&n<=r}),minor:u.filter(function(n){return t<=n&&n<=r})}},r}(i.AdaptiveTicker);n.LogTicker=a,a.__name__=\"LogTicker\",a.init_LogTicker()},\n",
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s=this.__currentPosition&&this.__currentPosition.x,a=this.__currentPosition&&this.__currentPosition.y;if(void 0!==s&&void 0!==a){if(n<0)throw new Error(\"IndexSizeError: The radius provided (\"+n+\") is negative.\");if(s===t&&a===e||t===r&&e===i||0===n)this.lineTo(t,e);else{var o=l([s-t,a-e]),h=l([r-t,i-e]);if(o[0]*h[1]!=o[1]*h[0]){var c=o[0]*h[0]+o[1]*h[1],p=Math.acos(Math.abs(c)),_=l([o[0]+h[0],o[1]+h[1]]),u=n/Math.sin(p/2),d=t+u*_[0],g=e+u*_[1],m=[-o[1],o[0]],f=[h[1],-h[0]],y=function(t){var e=t[0];return t[1]>=0?Math.acos(e):-Math.acos(e)},v=y(m),b=y(f);this.lineTo(d+m[0]*n,g+m[1]*n),this.arc(d,g,n,v,b)}else this.lineTo(t,e)}}},r.prototype.stroke=function(){\"path\"===this.__currentElement.nodeName&&this.__currentElement.setAttribute(\"paint-order\",\"fill stroke markers\"),this.__applyCurrentDefaultPath(),this.__applyStyleToCurrentElement(\"stroke\")},r.prototype.fill=function(){\"path\"===this.__currentElement.nodeName&&this.__currentElement.setAttribute(\"paint-order\",\"stroke fill markers\"),this.__applyCurrentDefaultPath(),this.__applyStyleToCurrentElement(\"fill\")},r.prototype.rect=function(t,e,r,i){\"path\"!==this.__currentElement.nodeName&&this.beginPath(),this.moveTo(t,e),this.lineTo(t+r,e),this.lineTo(t+r,e+i),this.lineTo(t,e+i),this.lineTo(t,e),this.closePath()},r.prototype.fillRect=function(t,e,r,i){var n;n=this.__createElement(\"rect\",{x:t,y:e,width:r,height:i},!0),this.__closestGroupOrSvg().appendChild(n),this.__currentElement=n,this.__applyStyleToCurrentElement(\"fill\")},r.prototype.strokeRect=function(t,e,r,i){var n;n=this.__createElement(\"rect\",{x:t,y:e,width:r,height:i},!0),this.__closestGroupOrSvg().appendChild(n),this.__currentElement=n,this.__applyStyleToCurrentElement(\"stroke\")},r.prototype.__clearCanvas=function(){for(var t=this.__closestGroupOrSvg().getAttribute(\"transform\"),e=this.__root.childNodes[1],r=e.childNodes,i=r.length-1;i>=0;i--)r[i]&&e.removeChild(r[i]);this.__currentElement=e,this.__groupStack=[],t&&this.__addTransform(t)},r.prototype.clearRect=function(t,e,r,i){if(0!==t||0!==e||r!==this.width||i!==this.height){var n,s=this.__closestGroupOrSvg();n=this.__createElement(\"rect\",{x:t,y:e,width:r,height:i,fill:\"#FFFFFF\"},!0),s.appendChild(n)}else this.__clearCanvas()},r.prototype.createLinearGradient=function(t,e,r,n){var s=this.__createElement(\"linearGradient\",{id:o(this.__ids),x1:t+\"px\",x2:r+\"px\",y1:e+\"px\",y2:n+\"px\",gradientUnits:\"userSpaceOnUse\"},!1);return this.__defs.appendChild(s),new i(s,this)},r.prototype.createRadialGradient=function(t,e,r,n,s,a){var h=this.__createElement(\"radialGradient\",{id:o(this.__ids),cx:n+\"px\",cy:s+\"px\",r:a+\"px\",fx:t+\"px\",fy:e+\"px\",gradientUnits:\"userSpaceOnUse\"},!1);return this.__defs.appendChild(h),new i(h,this)},r.prototype.__parseFont=function(){var t=/^\\s*(?=(?:(?:[-a-z]+\\s*){0,2}(italic|oblique))?)(?=(?:(?:[-a-z]+\\s*){0,2}(small-caps))?)(?=(?:(?:[-a-z]+\\s*){0,2}(bold(?:er)?|lighter|[1-9]00))?)(?:(?:normal|\\1|\\2|\\3)\\s*){0,3}((?:xx?-)?(?:small|large)|medium|smaller|larger|[.\\d]+(?:\\%|in|[cem]m|ex|p[ctx]))(?:\\s*\\/\\s*(normal|[.\\d]+(?:\\%|in|[cem]m|ex|p[ctx])))?\\s*([-,\\'\\\"\\sa-z0-9]+?)\\s*$/i.exec(this.font),e={style:t[1]||\"normal\",size:t[4]||\"10px\",family:t[6]||\"sans-serif\",weight:t[3]||\"normal\",decoration:t[2]||\"normal\",href:null};return\"underline\"===this.__fontUnderline&&(e.decoration=\"underline\"),this.__fontHref&&(e.href=this.__fontHref),e},r.prototype.__wrapTextLink=function(t,e){if(t.href){var r=this.__createElement(\"a\");return r.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",t.href),r.appendChild(e),r}return e},r.prototype.__applyText=function(t,e,r,i){var n,s,a=this.__parseFont(),o=this.__closestGroupOrSvg(),l=this.__createElement(\"text\",{\"font-family\":a.family,\"font-size\":a.size,\"font-style\":a.style,\"font-weight\":a.weight,\"text-decoration\":a.decoration,x:e,y:r,\"text-anchor\":(n=this.textAlign,s={left:\"start\",right:\"end\",center:\"middle\",start:\"start\",end:\"end\"},s[n]||s.start),\"dominant-baseline\":h(this.textBaseline)},!0);l.appendChild(this.__document.createTextNode(t)),this.__currentElement=l,this.__applyStyleToCurrentElement(i),o.appendChild(this.__wrapTextLink(a,l))},r.prototype.fillText=function(t,e,r){this.__applyText(t,e,r,\"fill\")},r.prototype.strokeText=function(t,e,r){this.__applyText(t,e,r,\"stroke\")},r.prototype.measureText=function(t){return this.__ctx.font=this.font,this.__ctx.measureText(t)},r.prototype.arc=function(t,e,r,i,n,s){if(i!==n){(i%=2*Math.PI)===(n%=2*Math.PI)&&(n=(n+2*Math.PI-.001*(s?-1:1))%(2*Math.PI));var o=t+r*Math.cos(n),h=e+r*Math.sin(n),l=t+r*Math.cos(i),c=e+r*Math.sin(i),p=s?0:1,_=0,u=n-i;u<0&&(u+=2*Math.PI),_=s?u>Math.PI?0:1:u>Math.PI?1:0,this.lineTo(l,c),this.__addPathCommand(a(\"A {rx} {ry} {xAxisRotation} {largeArcFlag} {sweepFlag} {endX} {endY}\",{rx:r,ry:r,xAxisRotation:0,largeArcFlag:_,sweepFlag:p,endX:o,endY:h})),this.__currentPosition={x:o,y:h}}},r.prototype.clip=function(){var t=this.__closestGroupOrSvg(),e=this.__createElement(\"clipPath\"),r=o(this.__ids),i=this.__createElement(\"g\");this.__applyCurrentDefaultPath(),t.removeChild(this.__currentElement),e.setAttribute(\"id\",r),e.appendChild(this.__currentElement),this.__defs.appendChild(e),t.setAttribute(\"clip-path\",a(\"url(#{id})\",{id:r})),t.appendChild(i),this.__currentElement=i},r.prototype.drawImage=function(){var t,e,i,n,s,a,o,h,l,c,p,_,u,d,g=Array.prototype.slice.call(arguments),m=g[0],f=0,y=0;if(3===g.length)t=g[1],e=g[2],i=s=m.width,n=a=m.height;else if(5===g.length)t=g[1],e=g[2],i=g[3],n=g[4],s=m.width,a=m.height;else{if(9!==g.length)throw new Error(\"Inavlid number of arguments passed to drawImage: \"+arguments.length);f=g[1],y=g[2],s=g[3],a=g[4],t=g[5],e=g[6],i=g[7],n=g[8]}o=this.__closestGroupOrSvg(),this.__currentElement;var v=\"translate(\"+t+\", \"+e+\")\";if(m instanceof r){if((h=m.getSvg().cloneNode(!0)).childNodes&&h.childNodes.length>1){for(l=h.childNodes[0];l.childNodes.length;)d=l.childNodes[0].getAttribute(\"id\"),this.__ids[d]=d,this.__defs.appendChild(l.childNodes[0]);if(c=h.childNodes[1]){var b,w=c.getAttribute(\"transform\");b=w?w+\" \"+v:v,c.setAttribute(\"transform\",b),o.appendChild(c)}}}else\"IMG\"===m.nodeName?((p=this.__createElement(\"image\")).setAttribute(\"width\",i),p.setAttribute(\"height\",n),p.setAttribute(\"preserveAspectRatio\",\"none\"),(f||y||s!==m.width||a!==m.height)&&((_=this.__document.createElement(\"canvas\")).width=i,_.height=n,(u=_.getContext(\"2d\")).drawImage(m,f,y,s,a,0,0,i,n),m=_),p.setAttribute(\"transform\",v),p.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",\"CANVAS\"===m.nodeName?m.toDataURL():m.getAttribute(\"src\")),o.appendChild(p)):\"CANVAS\"===m.nodeName&&((p=this.__createElement(\"image\")).setAttribute(\"width\",i),p.setAttribute(\"height\",n),p.setAttribute(\"preserveAspectRatio\",\"none\"),(_=this.__document.createElement(\"canvas\")).width=i,_.height=n,(u=_.getContext(\"2d\")).imageSmoothingEnabled=!1,u.mozImageSmoothingEnabled=!1,u.oImageSmoothingEnabled=!1,u.webkitImageSmoothingEnabled=!1,u.drawImage(m,f,y,s,a,0,0,i,n),m=_,p.setAttribute(\"transform\",v),p.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",m.toDataURL()),o.appendChild(p))},r.prototype.createPattern=function(t,e){var i,s=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"pattern\"),a=o(this.__ids);return s.setAttribute(\"id\",a),s.setAttribute(\"width\",t.width),s.setAttribute(\"height\",t.height),\"CANVAS\"===t.nodeName||\"IMG\"===t.nodeName?((i=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"image\")).setAttribute(\"width\",t.width),i.setAttribute(\"height\",t.height),i.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",\"CANVAS\"===t.nodeName?t.toDataURL():t.getAttribute(\"src\")),s.appendChild(i),this.__defs.appendChild(s)):t instanceof r&&(s.appendChild(t.__root.childNodes[1]),this.__defs.appendChild(s)),new n(s,this)},r.prototype.setLineDash=function(t){t&&t.length>0?this.lineDash=t.join(\",\"):this.lineDash=null},r.prototype.drawFocusRing=function(){},r.prototype.createImageData=function(){},r.prototype.getImageData=function(){},r.prototype.putImageData=function(){},r.prototype.globalCompositeOperation=function(){},r.prototype.setTransform=function(){},\"object\"==typeof window&&(window.C2S=r),\"object\"==typeof e&&\"object\"==typeof e.exports&&(e.exports=r)}()},\n",
" function _(e,t,a){var r=e(113),n=e(279),s=e(215),i=e(224),_=e(225),o=e(280),c=e(184),g=function(e){function t(t,a,r,n,s,i){void 0===s&&(s={}),void 0===i&&(i={});var _=e.call(this)||this;return _.x_scale=t,_.y_scale=a,_.x_range=r,_.y_range=n,_.extra_x_ranges=s,_.extra_y_ranges=i,_._configure_scales(),_}return r.__extends(t,e),t.prototype.map_to_screen=function(e,t,a,r){return void 0===a&&(a=\"default\"),void 0===r&&(r=\"default\"),[this.xscales[a].v_compute(e),this.yscales[r].v_compute(t)]},t.prototype._get_ranges=function(e,t){var a={};if(a.default=e,null!=t)for(var r in t)a[r]=t[r];return a},t.prototype._get_scales=function(e,t,a){var r={};for(var g in t){var l=t[g];if(l instanceof o.DataRange1d||l instanceof _.Range1d){if(!(e instanceof i.LogScale||e instanceof s.LinearScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);if(e instanceof n.CategoricalScale)throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type)}if(l instanceof c.FactorRange&&!(e instanceof n.CategoricalScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);e instanceof i.LogScale&&l instanceof o.DataRange1d&&(l.scale_hint=\"log\");var f=e.clone();f.setv({source_range:l,target_range:a}),r[g]=f}return r},t.prototype._configure_frame_ranges=function(){this._h_target=new _.Range1d({start:this._left.value,end:this._right.value}),this._v_target=new _.Range1d({start:this._bottom.value,end:this._top.value})},t.prototype._configure_scales=function(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._xscales=this._get_scales(this.x_scale,this._x_ranges,this._h_target),this._yscales=this._get_scales(this.y_scale,this._y_ranges,this._v_target)},t.prototype._update_scales=function(){for(var e in this._configure_frame_ranges(),this._xscales){this._xscales[e].target_range=this._h_target}for(var e in this._yscales){this._yscales[e].target_range=this._v_target}},t.prototype._set_geometry=function(t,a){e.prototype._set_geometry.call(this,t,a),this._update_scales()},Object.defineProperty(t.prototype,\"x_ranges\",{get:function(){return this._x_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y_ranges\",{get:function(){return this._y_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"xscales\",{get:function(){return this._xscales},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"yscales\",{get:function(){return this._yscales},enumerable:!0,configurable:!0}),t}(e(282).LayoutItem);a.CartesianFrame=g,g.__name__=\"CartesianFrame\"},\n",
" function _(t,e,c){var n=t(113),o=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.compute=function(e){return t.prototype.compute.call(this,this.source_range.synthetic(e))},e.prototype.v_compute=function(e){return t.prototype.v_compute.call(this,this.source_range.v_synthetic(e))},e}(t(215).LinearScale);c.CategoricalScale=o,o.__name__=\"CategoricalScale\"},\n",
" function _(t,i,n){var e=t(113),a=t(281),r=t(175),s=t(167),o=t(121),l=t(181),_=t(110),d=function(t){function i(i){var n=t.call(this,i)||this;return n._plot_bounds={},n.have_updated_interactively=!1,n}return e.__extends(i,t),i.init_DataRange1d=function(){this.define({start:[o.Number],end:[o.Number],range_padding:[o.Number,.1],range_padding_units:[o.PaddingUnits,\"percent\"],flipped:[o.Boolean,!1],follow:[o.StartEnd],follow_interval:[o.Number],default_span:[o.Number,2],only_visible:[o.Boolean,!1]}),this.internal({scale_hint:[o.String,\"auto\"]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span},Object.defineProperty(i.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),i.prototype.computed_renderers=function(){var t=this.names,i=this.renderers;if(0==i.length)for(var n=0,e=this.plots;n<e.length;n++){var a=e[n].renderers.filter(function(t){return t instanceof r.GlyphRenderer});i=i.concat(a)}t.length>0&&(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;o<l.length;o++){var d=l[o];s.logger.trace(\" - \"+d.type+\" \"+d.id)}return i},i.prototype._compute_plot_bounds=function(t,i){for(var n=l.empty(),e=0,a=t;e<a.length;e++){var r=a[e];null==i[r.id]||!r.visible&&this.only_visible||(n=l.union(n,i[r.id]))}return n},i.prototype.adjust_bounds_for_aspect=function(t,i){var n=l.empty(),e=t.x1-t.x0;e<=0&&(e=1);var a=t.y1-t.y0;a<=0&&(a=1);var r=.5*(t.x1+t.x0),s=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=r+.5*e,n.x0=r-.5*e,n.y1=s+.5*a,n.y0=s-.5*a,n},i.prototype._compute_min_max=function(t,i){var n,e,a,r,s=l.empty();for(var o in t){var _=t[o];s=l.union(s,_)}return 0==i?(a=(n=[s.x0,s.x1])[0],r=n[1]):(a=(e=[s.y0,s.y1])[0],r=e[1]),[a,r]},i.prototype._compute_range=function(t,i){var n,e,a,r=this.range_padding;if(\"log\"==this.scale_hint){(isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,s.logger.warn(\"could not determine minimum data value for log axis, DataRange1d using value \"+t)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,s.logger.warn(\"could not determine maximum data value for log axis, DataRange1d using value \"+i));var o=void 0,l=void 0;if(i==t)l=this.default_span+.001,o=Math.log(t)/Math.log(10);else{var _=void 0,d=void 0;\"percent\"==this.range_padding_units?(_=Math.log(t)/Math.log(10),l=((d=Math.log(i)/Math.log(10))-_)*(1+r)):(_=Math.log(t-r)/Math.log(10),l=(d=Math.log(i+r)/Math.log(10))-_),o=(_+d)/2}e=Math.pow(10,o-l/2),a=Math.pow(10,o+l/2)}else{l=void 0;e=(o=(i+t)/2)-(l=i==t?this.default_span:\"percent\"==this.range_padding_units?(i-t)*(1+r):i-t+2*r)/2,a=o+l/2}var h=1;this.flipped&&(e=(n=[a,e])[0],a=n[1],h=-1);var u=this.follow_interval;return null!=u&&Math.abs(e-a)>u&&(\"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;h<o.length;h++){var i=o[h].measure({width:0,height:0});e+=i.width,r=Math.max(r,i.height)}return{width:e,height:r}},e.prototype._set_geometry=function(e,r){t.prototype._set_geometry.call(this,e,r);for(var h=e.top,o=e.bottom,n=e.left,a=0,c=this.children;a<c.length;a++){var _=c[a],s=_.measure({width:0,height:0}).width;_.set_geometry(new i.BBox({left:n,width:s,top:h,bottom:o})),n+=s}},e}(n);r.HStack=a,a.__name__=\"HStack\";var c=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;h<o.length;h++){var i=o[h].measure({width:0,height:0});e=Math.max(e,i.width),r+=i.height}return{width:e,height:r}},e.prototype._set_geometry=function(e,r){t.prototype._set_geometry.call(this,e,r);for(var h=e.left,o=e.right,n=e.top,a=0,c=this.children;a<c.length;a++){var _=c[a],s=_.measure({width:0,height:0}).height;_.set_geometry(new i.BBox({top:n,height:s,left:h,right:o})),n+=s}},e}(n);r.VStack=c,c.__name__=\"VStack\";var _=function(t){function e(){var e=t.apply(this,arguments)||this;return e.children=[],e}return h.__extends(e,t),e.prototype._measure=function(t){for(var e=0,r=0,h=0,o=this.children;h<o.length;h++){var i=o[h].layout.measure(t);e=Math.max(e,i.width),r=Math.max(r,i.height)}return{width:e,height:r}},e.prototype._set_geometry=function(e,r){t.prototype._set_geometry.call(this,e,r);for(var h=0,o=this.children;h<o.length;h++){var n=o[h],a=n.layout,c=n.anchor,_=n.margin,s=e.left,g=e.right,l=e.top,u=e.bottom,p=e.hcenter,d=e.vcenter,m=a.measure(e),w=m.width,f=m.height,y=void 0;switch(c){case\"top_left\":y=new i.BBox({left:s+_,top:l+_,width:w,height:f});break;case\"top_center\":y=new i.BBox({hcenter:p,top:l+_,width:w,height:f});break;case\"top_right\":y=new i.BBox({right:g-_,top:l+_,width:w,height:f});break;case\"bottom_right\":y=new i.BBox({right:g-_,bottom:u-_,width:w,height:f});break;case\"bottom_center\":y=new i.BBox({hcenter:p,bottom:u-_,width:w,height:f});break;case\"bottom_left\":y=new i.BBox({left:s+_,bottom:u-_,width:w,height:f});break;case\"center_left\":y=new i.BBox({left:s+_,vcenter:d,width:w,height:f});break;case\"center\":y=new i.BBox({hcenter:p,vcenter:d,width:w,height:f});break;case\"center_right\":y=new i.BBox({right:g-_,vcenter:d,width:w,height:f});break;default:throw new Error(\"unreachable\")}a.set_geometry(y)}},e}(o.Layoutable);r.AnchorLayout=_,_.__name__=\"AnchorLayout\"},\n",
" function _(t,i,e){var n=t(113),r=t(283),o=t(284),s=t(109),a=t(181),h=t(110),c=Math.max,l=Math.round,f=function(){function t(t){this.def=t,this._map=new Map}return t.prototype.get=function(t){var i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i},t.prototype.apply=function(t,i){var e=this.get(t);this._map.set(t,i(e))},t}();f.__name__=\"DefaultMap\";var u=function(){function t(){this._items=[],this._nrows=0,this._ncols=0}return Object.defineProperty(t.prototype,\"nrows\",{get:function(){return this._nrows},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ncols\",{get:function(){return this._ncols},enumerable:!0,configurable:!0}),t.prototype.add=function(t,i){var e=t.r1,n=t.c1;this._nrows=c(this._nrows,e+1),this._ncols=c(this._ncols,n+1),this._items.push({span:t,data:i})},t.prototype.at=function(t,i){return this._items.filter(function(e){var n=e.span;return n.r0<=t&&t<=n.r1&&n.c0<=i&&i<=n.c1}).map(function(t){return t.data})},t.prototype.row=function(t){return this._items.filter(function(i){var e=i.span;return e.r0<=t&&t<=e.r1}).map(function(t){return t.data})},t.prototype.col=function(t){return this._items.filter(function(i){var e=i.span;return e.c0<=t&&t<=e.c1}).map(function(t){return t.data})},t.prototype.foreach=function(t){for(var i=0,e=this._items;i<e.length;i++){var n=e[i];t(n.span,n.data)}},t.prototype.map=function(i){for(var e=new t,n=0,r=this._items;n<r.length;n++){var o=r[n],s=o.span,a=o.data;e.add(s,i(s,a))}return e},t}();u.__name__=\"Container\";var p=function(t){function i(i){void 0===i&&(i=[]);var e=t.call(this)||this;return e.items=i,e.rows=\"auto\",e.cols=\"auto\",e.spacing=0,e.absolute=!1,e}return n.__extends(i,t),i.prototype.is_width_expanding=function(){if(t.prototype.is_width_expanding.call(this))return!0;if(\"fixed\"==this.sizing.width_policy)return!1;var i=this._state.cols;return h.some(i,function(t){return\"max\"==t.policy})},i.prototype.is_height_expanding=function(){if(t.prototype.is_height_expanding.call(this))return!0;if(\"fixed\"==this.sizing.height_policy)return!1;var i=this._state.rows;return h.some(i,function(t){return\"max\"==t.policy})},i.prototype._init=function(){var i=this;t.prototype._init.call(this);for(var e=new u,n=0,r=this.items;n<r.length;n++){var o=r[n],a=o.layout,c=o.row,l=o.col,f=o.row_span,p=o.col_span;if(a.sizing.visible){var g=c,_=l,d=c+(null!=f?f:1)-1,w=l+(null!=p?p:1)-1;e.add({r0:g,c0:_,r1:d,c1:w},a)}}for(var y=e.nrows,m=e.ncols,v=new Array(y),x=function(t){var n,r=null==(n=s.isPlainObject(i.rows)?i.rows[t]||i.rows[\"*\"]:i.rows)?{policy:\"auto\"}:s.isNumber(n)?{policy:\"fixed\",height:n}:s.isString(n)?{policy:n}:n,o=r.align||\"auto\";if(\"fixed\"==r.policy)v[t]={policy:\"fixed\",height:r.height,align:o};else if(\"min\"==r.policy)v[t]={policy:\"min\",align:o};else if(\"fit\"==r.policy||\"max\"==r.policy)v[t]={policy:r.policy,flex:r.flex||1,align:o};else{if(\"auto\"!=r.policy)throw new Error(\"unrechable\");h.some(e.row(t),function(t){return t.is_height_expanding()})?v[t]={policy:\"max\",flex:1,align:o}:v[t]={policy:\"min\",align:o}}},b=0;b<y;b++)x(b);for(var z=new Array(m),j=function(t){var n,r=null==(n=s.isPlainObject(i.cols)?i.cols[t]||i.cols[\"*\"]:i.cols)?{policy:\"auto\"}:s.isNumber(n)?{policy:\"fixed\",width:n}:s.isString(n)?{policy:n}:n,o=r.align||\"auto\";if(\"fixed\"==r.policy)z[t]={policy:\"fixed\",width:r.width,align:o};else if(\"min\"==r.policy)z[t]={policy:\"min\",align:o};else if(\"fit\"==r.policy||\"max\"==r.policy)z[t]={policy:r.policy,flex:r.flex||1,align:o};else{if(\"auto\"!=r.policy)throw new Error(\"unrechable\");h.some(e.col(t),function(t){return t.is_width_expanding()})?z[t]={policy:\"max\",flex:1,align:o}:z[t]={policy:\"min\",align:o}}},O=0;O<m;O++)j(O);var B=s.isNumber(this.spacing)?[this.spacing,this.spacing]:this.spacing,A=B[0],M=B[1];this._state={items:e,nrows:y,ncols:m,rows:v,cols:z,rspacing:A,cspacing:M}},i.prototype._measure_totals=function(t,i){var e=this._state,n=e.nrows,r=e.ncols,o=e.rspacing,s=e.cspacing;return{height:h.sum(t)+(n-1)*o,width:h.sum(i)+(r-1)*s}},i.prototype._measure_cells=function(t){for(var i=this._state,e=i.items,n=i.nrows,o=i.ncols,s=i.rows,a=i.cols,h=i.rspacing,f=i.cspacing,p=new Array(n),g=0;g<n;g++){var _=s[g];p[g]=\"fixed\"==_.policy?_.height:0}for(var d=new Array(o),w=0;w<o;w++){var y=a[w];d[w]=\"fixed\"==y.policy?y.width:0}var m=new u;return e.foreach(function(i,e){for(var n=i.r0,o=i.c0,u=i.r1,g=i.c1,_=(u-n)*h,w=(g-o)*f,y=0,v=n;v<=u;v++)y+=t(v,o).height;y+=_;for(var x=0,b=o;b<=g;b++)x+=t(n,b).width;x+=w;var z=e.measure({width:x,height:y});m.add(i,{layout:e,size_hint:z});var j=new r.Sizeable(z).grow_by(e.sizing.margin);j.height-=_,j.width-=w;var O=[];for(v=n;v<=u;v++){var B=s[v];\"fixed\"==B.policy?j.height-=B.height:O.push(v)}if(j.height>0)for(var A=l(j.height/O.length),M=0,P=O;M<P.length;M++){v=P[M];p[v]=c(p[v],A)}var C=[];for(b=o;b<=g;b++){var N=a[b];\"fixed\"==N.policy?j.width-=N.width:C.push(b)}if(j.width>0)for(var S=l(j.width/C.length),E=0,G=C;E<G.length;E++){b=G[E];d[b]=c(d[b],S)}}),{size:this._measure_totals(p,d),row_heights:p,col_widths:d,size_hints:m}},i.prototype._measure_grid=function(t){var i,e=this._state,n=e.nrows,r=e.ncols,o=e.rows,s=e.cols,a=e.rspacing,h=e.cspacing,f=this._measure_cells(function(t,i){var e=o[t],n=s[i];return{width:\"fixed\"==n.policy?n.width:1/0,height:\"fixed\"==e.policy?e.height:1/0}});i=\"fixed\"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:f.size.height;for(var u,p=0,g=0;g<n;g++){\"fit\"==(w=o[g]).policy||\"max\"==w.policy?p+=w.flex:i-=f.row_heights[g]}if(i-=(n-1)*a,0!=p&&i>0)for(g=0;g<n;g++){if(\"fit\"==(w=o[g]).policy||\"max\"==w.policy)i-=y=l(i*(w.flex/p)),f.row_heights[g]=y,p-=w.flex}else if(i<0){var _=0;for(g=0;g<n;g++){\"fixed\"!=(w=o[g]).policy&&_++}var d=-i;for(g=0;g<n;g++){var w;if(\"fixed\"!=(w=o[g]).policy){var y=f.row_heights[g],m=l(d/_);f.row_heights[g]=c(y-m,0),d-=m>y?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;x<r;x++){\"fit\"==(z=s[x]).policy||\"max\"==z.policy?v+=z.flex:u-=f.col_widths[x]}if(u-=(r-1)*h,0!=v&&u>0)for(x=0;x<r;x++){if(\"fit\"==(z=s[x]).policy||\"max\"==z.policy)u-=j=l(u*(z.flex/v)),f.col_widths[x]=j,v-=z.flex}else if(u<0){for(_=0,x=0;x<r;x++){\"fixed\"!=(z=s[x]).policy&&_++}var b=-u;for(x=0;x<r;x++){var z;if(\"fixed\"!=(z=s[x]).policy){var j=f.col_widths[x];m=l(b/_);f.col_widths[x]=c(j-m,0),b-=m>j?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;m<r;m++){var x=d[m];x.top=v,v+=x.height+s}for(var b=0,z=this.absolute?i.left:0;b<o;b++){var j=w[b];j.left=z,z+=j.width+h}y.foreach(function(t,i){var e=t.r0,n=t.c0,r=t.r1,o=t.c1,c=i.layout,f=i.size_hint,u=c.sizing,p=f.width,g=f.height,_=function(t,i){for(var e=(i-t)*h,n=t;n<=i;n++)e+=w[n].width;return e}(n,o),y=function(t,i){for(var e=(i-t)*s,n=t;n<=i;n++)e+=d[n].height;return e}(e,r),m=n==o&&\"auto\"!=w[n].align?w[n].align:u.halign,v=e==r&&\"auto\"!=d[e].align?d[e].align:u.valign,x=w[n].left;\"start\"==m?x+=u.margin.left:\"center\"==m?x+=l((_-p)/2):\"end\"==m&&(x+=_-u.margin.right-p);var b=d[e].top;\"start\"==v?b+=u.margin.top:\"center\"==v?b+=l((y-g)/2):\"end\"==v&&(b+=y-u.margin.bottom-g),i.outer=new a.BBox({left:x,top:b,width:p,height:g})});var O=d.map(function(){return{start:new f(function(){return 0}),end:new f(function(){return 0})}}),B=w.map(function(){return{start:new f(function(){return 0}),end:new f(function(){return 0})}});y.foreach(function(t,i){var e=t.r0,n=t.c0,r=t.r1,o=t.c1,s=i.size_hint,a=i.outer,h=s.inner;null!=h&&(O[e].start.apply(a.top,function(t){return c(t,h.top)}),O[r].end.apply(d[r].bottom-a.bottom,function(t){return c(t,h.bottom)}),B[n].start.apply(a.left,function(t){return c(t,h.left)}),B[o].end.apply(w[o].right-a.right,function(t){return c(t,h.right)}))}),y.foreach(function(t,i){var e=t.r0,n=t.c0,r=t.r1,o=t.c1,s=i.size_hint,h=i.outer;function c(t){var i=t.left,e=t.right,n=t.top,r=t.bottom,o=h.width-i-e,s=h.height-n-r;return new a.BBox({left:i,top:n,width:o,height:s})}if(null!=s.inner){var l=c(s.inner);if(!1!==s.align){var f=O[e].start.get(h.top),u=O[r].end.get(d[r].bottom-h.bottom),p=B[n].start.get(h.left),g=B[o].end.get(w[o].right-h.right);try{l=c({top:f,bottom:u,left:p,right:g})}catch(t){}}i.inner=l}else i.inner=h}),y.foreach(function(t,i){var e=i.layout,n=i.outer,r=i.inner;e.set_geometry(n,r)})},i}(o.Layoutable);e.Grid=p,p.__name__=\"Grid\";var g=function(t){function i(i){var e=t.call(this)||this;return e.items=i.map(function(t,i){return{layout:t,row:0,col:i}}),e.rows=\"fit\",e}return n.__extends(i,t),i}(p);e.Row=g,g.__name__=\"Row\";var _=function(t){function i(i){var e=t.call(this)||this;return e.items=i.map(function(t,i){return{layout:t,row:i,col:0}}),e.cols=\"fit\",e}return n.__extends(i,t),i}(p);e.Column=_,_.__name__=\"Column\"},\n",
" function _(e,n,t){var i=e(113),o=e(284),r=e(283),a=e(163),u=function(e){function n(n){var t=e.call(this)||this;return t.content_size=a.unsized(n,function(){return new r.Sizeable(a.size(n))}),t}return i.__extends(n,e),n.prototype._content_size=function(){return this.content_size},n}(o.ContentLayoutable);t.ContentBox=u,u.__name__=\"ContentBox\";var _=function(e){function n(n){var t=e.call(this)||this;return t.el=n,t}return i.__extends(n,e),n.prototype._measure=function(e){var n=this,t=new r.Sizeable(e).bounded_to(this.sizing.size);return a.sized(this.el,t,function(){var e=new r.Sizeable(a.content_size(n.el)),t=a.extents(n.el),i=t.border,o=t.padding;return e.grow_by(i).grow_by(o).map(Math.ceil)})},n}(o.Layoutable);t.VariadicBox=_,_.__name__=\"VariadicBox\"},\n",
" function _(a,r,u){var m=a(289);u.Expression=m.Expression;var n=a(290);u.Stack=n.Stack;var s=a(291);u.CumSum=s.CumSum},\n",
" function _(t,e,n){var i=t(113),r=function(t){function e(e){var n=t.call(this,e)||this;return n._connected={},n._result={},n}return i.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this._connected={},this._result={}},e.prototype.v_compute=function(t){var e=this;null==this._connected[t.id]&&(this.connect(t.change,function(){return delete e._result[t.id]}),this.connect(t.patching,function(){return delete e._result[t.id]}),this.connect(t.streaming,function(){return delete e._result[t.id]}),this._connected[t.id]=!0);var n=this._result[t.id];return null==n&&(this._result[t.id]=n=this._v_compute(t)),n},e}(t(166).Model);n.Expression=r,r.__name__=\"Expression\"},\n",
" function _(t,n,i){var e=t(113),r=t(289),a=t(121),o=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_Stack=function(){this.define({fields:[a.Array,[]]})},n.prototype._v_compute=function(t){for(var n=t.get_length()||0,i=new Float64Array(n),e=0,r=this.fields;e<r.length;e++){var a=r[e],o=t.data[a];if(null!=o)for(var _=0,c=Math.min(n,o.length);_<c;_++)i[_]+=o[_]}return i},n}(r.Expression);i.Stack=o,o.__name__=\"Stack\",o.init_Stack()},\n",
" function _(n,t,e){var i=n(113),u=n(289),r=n(121),o=function(n){function t(t){return n.call(this,t)||this}return i.__extends(t,n),t.init_CumSum=function(){this.define({field:[r.String],include_zero:[r.Boolean,!1]})},t.prototype._v_compute=function(n){var t=new Float64Array(n.get_length()||0),e=n.data[this.field],i=this.include_zero?1:0;t[0]=this.include_zero?0:e[0];for(var u=1;u<t.length;u++)t[u]=t[u-1]+e[u-i];return t},t}(u.Expression);e.CumSum=o,o.__name__=\"CumSum\",o.init_CumSum()},\n",
" function _(r,e,t){var l=r(293);t.BooleanFilter=l.BooleanFilter;var i=r(295);t.CustomJSFilter=i.CustomJSFilter;var F=r(294);t.Filter=F.Filter;var o=r(296);t.GroupFilter=o.GroupFilter;var a=r(297);t.IndexFilter=a.IndexFilter},\n",
" function _(n,e,o){var t=n(113),l=n(294),i=n(121),r=n(167),a=n(110),s=n(109),g=function(n){function e(e){return n.call(this,e)||this}return t.__extends(e,n),e.init_BooleanFilter=function(){this.define({booleans:[i.Array,null]})},e.prototype.compute_indices=function(n){var e=this.booleans;return null!=e&&e.length>0?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<e;t++)this._angle[t]=this._end_angle[t]-this._start_angle[t]},e.prototype._render=function(t,e,i){for(var r=i.sx,s=i.sy,n=i._start_angle,a=i._angle,_=i.sinner_radius,h=i.souter_radius,o=this.model.properties.direction.value(),u=0,l=e;u<l.length;u++){var d=l[u];isNaN(r[d]+s[d]+_[d]+h[d]+n[d]+a[d])||(t.translate(r[d],s[d]),t.rotate(n[d]),t.moveTo(h[d],0),t.beginPath(),t.arc(0,0,h[d],0,a[d],o),t.rotate(a[d]),t.lineTo(_[d],0),t.arc(0,0,_[d],0,-a[d],!o),t.closePath(),t.rotate(-a[d]-n[d]),t.translate(-r[d],-s[d]),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,d),t.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,d),t.stroke()))}},e.prototype._hit_point=function(t){var e,i,r,s,n,_,o=t.sx,u=t.sy,l=this.renderer.xscale.invert(o),d=this.renderer.yscale.invert(u);if(\"data\"==this.model.properties.outer_radius.units)r=l-this.max_outer_radius,n=l+this.max_outer_radius,s=d-this.max_outer_radius,_=d+this.max_outer_radius;else{var c=o-this.max_outer_radius,p=o+this.max_outer_radius;r=(e=this.renderer.xscale.r_invert(c,p))[0],n=e[1];var x=u-this.max_outer_radius,g=u+this.max_outer_radius;s=(i=this.renderer.yscale.r_invert(x,g))[0],_=i[1]}for(var v=[],y=0,f=this.index.indices({x0:r,x1:n,y0:s,y1:_});y<f.length;y++){var m=f[y],w=Math.pow(this.souter_radius[m],2),A=Math.pow(this.sinner_radius[m],2),M=this.renderer.xscale.r_compute(l,this._x[m]),W=(c=M[0],p=M[1],this.renderer.yscale.r_compute(d,this._y[m]));x=W[0],g=W[1];(z=Math.pow(c-p,2)+Math.pow(x-g,2))<=w&&z>=A&&v.push([m,z])}for(var S=this.model.properties.direction.value(),D=[],V=0,b=v;V<b.length;V++){var k=b[V],z=(m=k[0],k[1]),G=Math.atan2(u-this.sy[m],o-this.sx[m]);h.angle_between(-G,-this._start_angle[m],-this._end_angle[m],S)&&D.push([m,z])}return a.create_hit_test_result_from_hits(D)},e.prototype.draw_legend_for_index=function(t,e,i){n.generic_area_legend(this.visuals,t,e,i)},e.prototype._scenterxy=function(t){var e=(this.sinner_radius[t]+this.souter_radius[t])/2,i=(this._start_angle[t]+this._end_angle[t])/2;return{x:this.sx[t]+e*Math.cos(i),y:this.sy[t]+e*Math.sin(i)}},e.prototype.scenterx=function(t){return this._scenterxy(t).x},e.prototype.scentery=function(t){return this._scenterxy(t).y},e}(s.XYGlyphView);i.AnnularWedgeView=o,o.__name__=\"AnnularWedgeView\";var u=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_AnnularWedge=function(){this.prototype.default_view=o,this.mixins([\"line\",\"fill\"]),this.define({direction:[_.Direction,\"anticlock\"],inner_radius:[_.DistanceSpec],outer_radius:[_.DistanceSpec],start_angle:[_.AngleSpec],end_angle:[_.AngleSpec]})},e}(s.XYGlyph);i.AnnularWedge=u,u.__name__=\"AnnularWedge\",u.init_AnnularWedge()},\n",
" function _(i,r,t){var s=i(113),e=i(178),a=i(183),n=i(121),u=i(197),_=function(i){function r(){return null!==i&&i.apply(this,arguments)||this}return s.__extends(r,i),r.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},r.prototype._render=function(i,r,t){for(var s=t.sx,e=t.sy,a=t.sinner_radius,n=t.souter_radius,_=0,h=r;_<h.length;_++){var o=h[_];if(!isNaN(s[o]+e[o]+a[o]+n[o])){if(this.visuals.fill.doit){if(this.visuals.fill.set_vectorize(i,o),i.beginPath(),u.is_ie)for(var d=0,l=[!1,!0];d<l.length;d++){var c=l[d];i.arc(s[o],e[o],a[o],0,Math.PI,c),i.arc(s[o],e[o],n[o],Math.PI,0,!c)}else i.arc(s[o],e[o],a[o],0,2*Math.PI,!0),i.arc(s[o],e[o],n[o],2*Math.PI,0,!1);i.fill()}this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,o),i.beginPath(),i.arc(s[o],e[o],a[o],0,2*Math.PI),i.moveTo(s[o]+n[o],e[o]),i.arc(s[o],e[o],n[o],0,2*Math.PI),i.stroke())}}},r.prototype._hit_point=function(i){var r,t,s,e,n,u,_=i.sx,h=i.sy,o=this.renderer.xscale.invert(_),d=this.renderer.yscale.invert(h);if(\"data\"==this.model.properties.outer_radius.units)s=o-this.max_outer_radius,n=o+this.max_outer_radius,e=d-this.max_outer_radius,u=d+this.max_outer_radius;else{var l=_-this.max_outer_radius,c=_+this.max_outer_radius;s=(r=this.renderer.xscale.r_invert(l,c))[0],n=r[1];var p=h-this.max_outer_radius,x=h+this.max_outer_radius;e=(t=this.renderer.yscale.r_invert(p,x))[0],u=t[1]}for(var v=[],f=0,y=this.index.indices({x0:s,x1:n,y0:e,y1:u});f<y.length;f++){var m=y[f],w=Math.pow(this.souter_radius[m],2),M=Math.pow(this.sinner_radius[m],2),A=this.renderer.xscale.r_compute(o,this._x[m]),P=(l=A[0],c=A[1],this.renderer.yscale.r_compute(d,this._y[m])),g=(p=P[0],x=P[1],Math.pow(l-c,2)+Math.pow(p-x,2));g<=w&&g>=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;c<l.length;c++){var d=l[c];isNaN(n[d]+s[d]+r[d]+a[d]+_[d])||(i.beginPath(),i.arc(n[d],s[d],r[d],a[d],_[d],o),this.visuals.line.set_vectorize(i,d),i.stroke())}},e.prototype.draw_legend_for_index=function(i,e,t){r.generic_line_legend(this.visuals,i,e,t)},e}(s.XYGlyphView);t.ArcView=_,_.__name__=\"ArcView\";var o=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_Arc=function(){this.prototype.default_view=_,this.mixins([\"line\"]),this.define({direction:[a.Direction,\"anticlock\"],radius:[a.DistanceSpec],start_angle:[a.AngleSpec],end_angle:[a.AngleSpec]})},e}(s.XYGlyph);t.Arc=o,o.__name__=\"Arc\",o.init_Arc()},\n",
" function _(t,i,e){var n=t(113),r=t(179),s=t(182),a=t(186);function h(t,i,e,n,r,s,a,h){for(var o=[],_=[[],[]],c=0;c<=2;c++){var y=void 0,p=void 0,u=void 0;if(0===c?(p=6*t-12*e+6*r,y=-3*t+9*e-9*r+3*a,u=3*e-3*t):(p=6*i-12*n+6*s,y=-3*i+9*n-9*s+3*h,u=3*n-3*i),Math.abs(y)<1e-12){if(Math.abs(p)<1e-12)continue;0<(M=-u/p)&&M<1&&o.push(M)}else{var l=p*p-4*u*y,x=Math.sqrt(l);if(!(l<0)){var v=(-p+x)/(2*y);0<v&&v<1&&o.push(v);var f=(-p-x)/(2*y);0<f&&f<1&&o.push(f)}}}for(var d=o.length,m=d;d--;){var M,w=1-(M=o[d]),z=w*w*w*t+3*w*w*M*e+3*w*M*M*r+M*M*M*a;_[0][d]=z;var g=w*w*w*i+3*w*w*M*n+3*w*M*M*s+M*M*M*h;_[1][d]=g}return _[0][m]=t,_[1][m]=i,_[0][m+1]=a,_[1][m+1]=h,[Math.min.apply(Math,_[0]),Math.max.apply(Math,_[1]),Math.max.apply(Math,_[0]),Math.min.apply(Math,_[1])]}var o=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._x0.length;i<e;i++)if(!isNaN(this._x0[i]+this._x1[i]+this._y0[i]+this._y1[i]+this._cx0[i]+this._cy0[i]+this._cx1[i]+this._cy1[i])){var n=h(this._x0[i],this._y0[i],this._x1[i],this._y1[i],this._cx0[i],this._cy0[i],this._cx1[i],this._cy1[i]),s=n[0],a=n[1],o=n[2],_=n[3];t.push({x0:s,y0:a,x1:o,y1:_,i:i})}return new r.SpatialIndex(t)},i.prototype._render=function(t,i,e){var n=e.sx0,r=e.sy0,s=e.sx1,a=e.sy1,h=e.scx0,o=e.scy0,_=e.scx1,c=e.scy1;if(this.visuals.line.doit)for(var y=0,p=i;y<p.length;y++){var u=p[y];isNaN(n[u]+r[u]+s[u]+a[u]+h[u]+o[u]+_[u]+c[u])||(t.beginPath(),t.moveTo(n[u],r[u]),t.bezierCurveTo(h[u],o[u],_[u],c[u],s[u],a[u]),this.visuals.line.set_vectorize(t,u),t.stroke())}},i.prototype.draw_legend_for_index=function(t,i,e){a.generic_line_legend(this.visuals,t,i,e)},i.prototype.scenterx=function(){throw new Error(\"not implemented\")},i.prototype.scentery=function(){throw new Error(\"not implemented\")},i}(s.GlyphView);e.BezierView=o,o.__name__=\"BezierView\";var _=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Bezier=function(){this.prototype.default_view=o,this.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"],[\"cx0\",\"cy0\"],[\"cx1\",\"cy1\"]]),this.mixins([\"line\"])},i}(s.Glyph);e.Bezier=_,_.__name__=\"Bezier\",_.init_Bezier()},\n",
" function _(i,s,t){var e=i(113),r=i(178),a=i(183),n=i(121),h=i(110),d=i(114),_=function(i){function s(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(s,i),s.prototype._map_data=function(){if(null!=this._radius)if(\"data\"==this.model.properties.radius.spec.units)switch(this.model.properties.radius_dimension.spec.value){case\"x\":this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius);break;case\"y\":this.sradius=this.sdist(this.renderer.yscale,this._y,this._radius);break;case\"max\":var i=this.sdist(this.renderer.xscale,this._x,this._radius),s=this.sdist(this.renderer.yscale,this._y,this._radius);this.sradius=d.map(i,function(i,t){return Math.max(i,s[t])});break;case\"min\":i=this.sdist(this.renderer.xscale,this._x,this._radius);var t=this.sdist(this.renderer.yscale,this._y,this._radius);this.sradius=d.map(i,function(i,s){return Math.min(i,t[s])})}else this.sradius=this._radius,this.max_size=2*this.max_radius;else this.sradius=d.map(this._size,function(i){return i/2})},s.prototype._mask_data=function(){var i,s,t,e,r,a,n,h,d=this.renderer.plot_view.frame.bbox.ranges,_=d[0],u=d[1];if(null!=this._radius&&\"data\"==this.model.properties.radius.units){var l=_.start,o=_.end;r=(i=this.renderer.xscale.r_invert(l,o))[0],n=i[1],r-=this.max_radius,n+=this.max_radius;var c=u.start,x=u.end;a=(s=this.renderer.yscale.r_invert(c,x))[0],h=s[1],a-=this.max_radius,h+=this.max_radius}else{l=_.start-this.max_size,o=_.end+this.max_size;r=(t=this.renderer.xscale.r_invert(l,o))[0],n=t[1];c=u.start-this.max_size,x=u.end+this.max_size;a=(e=this.renderer.yscale.r_invert(c,x))[0],h=e[1]}return this.index.indices({x0:r,x1:n,y0:a,y1:h})},s.prototype._render=function(i,s,t){for(var e=t.sx,r=t.sy,a=t.sradius,n=0,h=s;n<h.length;n++){var d=h[n];isNaN(e[d]+r[d]+a[d])||(i.beginPath(),i.arc(e[d],r[d],a[d],0,2*Math.PI,!1),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,d),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,d),i.stroke()))}},s.prototype._hit_point=function(i){var s,t,e,r,n,h,d,_,u,l,o,c,x,p,y,m,v=i.sx,f=i.sy,z=this.renderer.xscale.invert(v),w=this.renderer.yscale.invert(f);null!=this._radius&&\"data\"==this.model.properties.radius.units?(x=z-this.max_radius,p=z+this.max_radius,y=w-this.max_radius,m=w+this.max_radius):(u=v-this.max_size,l=v+this.max_size,x=(s=this.renderer.xscale.r_invert(u,l))[0],p=s[1],x=(t=[Math.min(x,p),Math.max(x,p)])[0],p=t[1],o=f-this.max_size,c=f+this.max_size,y=(e=this.renderer.yscale.r_invert(o,c))[0],m=e[1],y=(r=[Math.min(y,m),Math.max(y,m)])[0],m=r[1]);var M=this.index.indices({x0:x,x1:p,y0:y,y1:m}),g=[];if(null!=this._radius&&\"data\"==this.model.properties.radius.units)for(var b=0,C=M;b<C.length;b++){var k=C[b];_=Math.pow(this.sradius[k],2),u=(n=this.renderer.xscale.r_compute(z,this._x[k]))[0],l=n[1],o=(h=this.renderer.yscale.r_compute(w,this._y[k]))[0],c=h[1],(d=Math.pow(u-l,2)+Math.pow(o-c,2))<=_&&g.push([k,d])}else for(var A=0,D=M;A<D.length;A++){k=D[A];_=Math.pow(this.sradius[k],2),(d=Math.pow(this.sx[k]-v,2)+Math.pow(this.sy[k]-f,2))<=_&&g.push([k,d])}return a.create_hit_test_result_from_hits(g)},s.prototype._hit_span=function(i){var s,t,e,r,n,h,d,_,u=i.sx,l=i.sy,o=this.bounds(),c=a.create_empty_hit_test_result();if(\"h\"==i.direction){var x=void 0,p=void 0;if(d=o.y0,_=o.y1,null!=this._radius&&\"data\"==this.model.properties.radius.units)x=u-this.max_radius,p=u+this.max_radius,n=(s=this.renderer.xscale.r_invert(x,p))[0],h=s[1];else x=u-(y=this.max_size/2),p=u+y,n=(t=this.renderer.xscale.r_invert(x,p))[0],h=t[1]}else{var y,m=void 0,v=void 0;if(n=o.x0,h=o.x1,null!=this._radius&&\"data\"==this.model.properties.radius.units)m=l-this.max_radius,v=l+this.max_radius,d=(e=this.renderer.yscale.r_invert(m,v))[0],_=e[1];else m=l-(y=this.max_size/2),v=l+y,d=(r=this.renderer.yscale.r_invert(m,v))[0],_=r[1]}var f=this.index.indices({x0:n,x1:h,y0:d,y1:_});return c.indices=f,c},s.prototype._hit_rect=function(i){var s=i.sx0,t=i.sx1,e=i.sy0,r=i.sy1,n=this.renderer.xscale.r_invert(s,t),h=n[0],d=n[1],_=this.renderer.yscale.r_invert(e,r),u=_[0],l=_[1],o=a.create_empty_hit_test_result();return o.indices=this.index.indices({x0:h,x1:d,y0:u,y1:l}),o},s.prototype._hit_poly=function(i){for(var s=i.sx,t=i.sy,e=h.range(0,this.sx.length),r=[],n=0,d=e.length;n<d;n++){var _=e[n];a.point_in_poly(this.sx[n],this.sy[n],s,t)&&r.push(_)}var u=a.create_empty_hit_test_result();return u.indices=r,u},s.prototype.draw_legend_for_index=function(i,s,t){var e=s.x0,r=s.y0,a=s.x1,n=s.y1,h=t+1,d=new Array(h);d[t]=(e+a)/2;var _=new Array(h);_[t]=(r+n)/2;var u=new Array(h);u[t]=.2*Math.min(Math.abs(a-e),Math.abs(n-r)),this._render(i,[t],{sx:d,sy:_,sradius:u})},s}(r.XYGlyphView);t.CircleView=_,_.__name__=\"CircleView\";var u=function(i){function s(s){return i.call(this,s)||this}return e.__extends(s,i),s.init_Circle=function(){this.prototype.default_view=_,this.mixins([\"line\",\"fill\"]),this.define({angle:[n.AngleSpec,0],size:[n.DistanceSpec,{units:\"screen\",value:4}],radius:[n.DistanceSpec],radius_dimension:[n.RadiusDimension,\"x\"]})},s.prototype.initialize=function(){i.prototype.initialize.call(this),this.properties.radius.optional=!0},s}(r.XYGlyph);t.Circle=u,u.__name__=\"Circle\",u.init_Circle()},\n",
" function _(e,t,n){var i=e(113),a=e(178),l=e(121),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t}(a.XYGlyphView);n.CenterRotatableView=r,r.__name__=\"CenterRotatableView\";var _=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_CenterRotatable=function(){this.mixins([\"line\",\"fill\"]),this.define({angle:[l.AngleSpec,0],width:[l.DistanceSpec],height:[l.DistanceSpec]})},t}(a.XYGlyph);n.CenterRotatable=_,_.__name__=\"CenterRotatable\",_.init_CenterRotatable()},\n",
" function _(i,e,l){var n=i(113),t=i(310),_=function(i){function e(){return null!==i&&i.apply(this,arguments)||this}return n.__extends(e,i),e}(t.EllipseOvalView);l.EllipseView=_,_.__name__=\"EllipseView\";var s=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_Ellipse=function(){this.prototype.default_view=_},e}(t.EllipseOval);l.Ellipse=s,s.__name__=\"Ellipse\",s.init_Ellipse()},\n",
" function _(t,i,e){var s=t(113),h=t(308),r=t(183),a=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype._set_data=function(){this.max_w2=0,\"data\"==this.model.properties.width.units&&(this.max_w2=this.max_width/2),this.max_h2=0,\"data\"==this.model.properties.height.units&&(this.max_h2=this.max_height/2)},i.prototype._map_data=function(){\"data\"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this._width,\"center\"):this.sw=this._width,\"data\"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"):this.sh=this._height},i.prototype._render=function(t,i,e){for(var s=e.sx,h=e.sy,r=e.sw,a=e.sh,n=e._angle,_=0,l=i;_<l.length;_++){var o=l[_];isNaN(s[o]+h[o]+r[o]+a[o]+n[o])||(t.beginPath(),t.ellipse(s[o],h[o],r[o]/2,a[o]/2,n[o],0,2*Math.PI),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,o),t.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,o),t.stroke()))}},i.prototype._hit_point=function(t){var i,e,s,h,a,n,_,l,o,d,p,x,u,m=t.sx,w=t.sy,y=this.renderer.xscale.invert(m),c=this.renderer.yscale.invert(w);\"data\"==this.model.properties.width.units?(a=y-this.max_width,n=y+this.max_width):(d=m-this.max_width,p=m+this.max_width,a=(i=this.renderer.xscale.r_invert(d,p))[0],n=i[1]),\"data\"==this.model.properties.height.units?(_=c-this.max_height,l=c+this.max_height):(x=w-this.max_height,u=w+this.max_height,_=(e=this.renderer.yscale.r_invert(x,u))[0],l=e[1]);for(var v=[],f=0,g=this.index.indices({x0:a,x1:n,y0:_,y1:l});f<g.length;f++){var b=g[f];r.point_in_ellipse(m,w,this._angle[b],this.sh[b]/2,this.sw[b]/2,this.sx[b],this.sy[b])&&(d=(s=this.renderer.xscale.r_compute(y,this._x[b]))[0],p=s[1],x=(h=this.renderer.yscale.r_compute(c,this._y[b]))[0],u=h[1],o=Math.pow(d-p,2)+Math.pow(x-u,2),v.push([b,o]))}return r.create_hit_test_result_from_hits(v)},i.prototype.draw_legend_for_index=function(t,i,e){var s=i.x0,h=i.y0,r=i.x1,a=i.y1,n=e+1,_=new Array(n);_[e]=(s+r)/2;var l=new Array(n);l[e]=(h+a)/2;var o=this.sw[e]/this.sh[e],d=.8*Math.min(Math.abs(r-s),Math.abs(a-h)),p=new Array(n),x=new Array(n);o>1?(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;i<t;i++)this.stop[i]=this.sy[i]-this.sh[i]/2,this.sbottom[i]=this.sy[i]+this.sh[i]/2;this._clamp_viewport()},i}(h.BoxView);e.HBarView=n,n.__name__=\"HBarView\";var o=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i.init_HBar=function(){this.prototype.default_view=n,this.coords([[\"left\",\"y\"]]),this.define({height:[r.NumberSpec],right:[r.CoordinateSpec]}),this.override({left:0})},i}(h.Box);e.HBar=o,o.__name__=\"HBar\",o.init_HBar()},\n",
" function _(t,e,r){var i=t(113),n=t(179),s=t(182),o=t(186),a=t(183),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.get_anchor_point=function(t,e,r){var i=Math.min(this.sleft[e],this.sright[e]),n=Math.max(this.sright[e],this.sleft[e]),s=Math.min(this.stop[e],this.sbottom[e]),o=Math.max(this.sbottom[e],this.stop[e]);switch(t){case\"top_left\":return{x:i,y:s};case\"top_center\":return{x:(i+n)/2,y:s};case\"top_right\":return{x:n,y:s};case\"bottom_left\":return{x:i,y:o};case\"bottom_center\":return{x:(i+n)/2,y:o};case\"bottom_right\":return{x:n,y:o};case\"center_left\":return{x:i,y:(s+o)/2};case\"center\":return{x:(i+n)/2,y:(s+o)/2};case\"center_right\":return{x:n,y:(s+o)/2};default:return null}},e.prototype._index_box=function(t){for(var e=[],r=0;r<t;r++){var i=this._lrtb(r),s=i[0],o=i[1],a=i[2],h=i[3];!isNaN(s+o+a+h)&&isFinite(s+o+a+h)&&e.push({x0:Math.min(s,o),y0:Math.min(a,h),x1:Math.max(o,s),y1:Math.max(a,h),i:r})}return new n.SpatialIndex(e)},e.prototype._render=function(t,e,r){for(var i=this,n=r.sleft,s=r.sright,o=r.stop,a=r.sbottom,h=function(e){if(isNaN(n[e]+o[e]+s[e]+a[e]))return\"continue\";t.rect(n[e],o[e],s[e]-n[e],a[e]-o[e]),_.visuals.fill.doit&&(_.visuals.fill.set_vectorize(t,e),t.beginPath(),t.rect(n[e],o[e],s[e]-n[e],a[e]-o[e]),t.fill()),_.visuals.hatch.doit2(t,e,function(){t.beginPath(),t.rect(n[e],o[e],s[e]-n[e],a[e]-o[e]),t.fill()},function(){return i.renderer.request_render()}),_.visuals.line.doit&&(_.visuals.line.set_vectorize(t,e),t.beginPath(),t.rect(n[e],o[e],s[e]-n[e],a[e]-o[e]),t.stroke())},_=this,c=0,l=e;c<l.length;c++){h(l[c])}},e.prototype._clamp_viewport=function(){for(var t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,r=this.stop.length,i=0;i<r;i++)this.stop[i]=Math.max(this.stop[i],e.start),this.sbottom[i]=Math.min(this.sbottom[i],e.end),this.sleft[i]=Math.max(this.sleft[i],t.start),this.sright[i]=Math.min(this.sright[i],t.end)},e.prototype._hit_rect=function(t){return this._hit_rect_against_index(t)},e.prototype._hit_point=function(t){var e=t.sx,r=t.sy,i=this.renderer.xscale.invert(e),n=this.renderer.yscale.invert(r),s=this.index.indices({x0:i,y0:n,x1:i,y1:n}),o=a.create_empty_hit_test_result();return o.indices=s,o},e.prototype._hit_span=function(t){var e,r=t.sx,i=t.sy;if(\"v\"==t.direction){var n=this.renderer.yscale.invert(i),s=this.renderer.plot_view.frame.bbox.h_range,o=this.renderer.xscale.r_invert(s.start,s.end),h=o[0],_=o[1];e=this.index.indices({x0:h,y0:n,x1:_,y1:n})}else{var c=this.renderer.xscale.invert(r),l=this.renderer.plot_view.frame.bbox.v_range,u=this.renderer.yscale.r_invert(l.start,l.end),x=u[0],p=u[1];e=this.index.indices({x0:c,y0:x,x1:c,y1:p})}var f=a.create_empty_hit_test_result();return f.indices=e,f},e.prototype.draw_legend_for_index=function(t,e,r){o.generic_area_legend(this.visuals,t,e,r)},e}(s.GlyphView);r.BoxView=h,h.__name__=\"BoxView\";var _=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Box=function(){this.mixins([\"line\",\"fill\",\"hatch\"])},e}(s.Glyph);r.Box=_,_.__name__=\"Box\",_.init_Box()},\n",
" function _(e,t,i){var s=e(113),r=e(182),n=e(183),a=e(121),o=e(179),h=e(186),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype.scenterx=function(e){return this.sx[e]},t.prototype.scentery=function(e){return this.sy[e]},t.prototype._set_data=function(){var e=this._q.length,t=this.model.size,i=this.model.aspect_scale;if(this._x=new Float64Array(e),this._y=new Float64Array(e),\"pointytop\"==this.model.orientation)for(var s=0;s<e;s++)this._x[s]=t*Math.sqrt(3)*(this._q[s]+this._r[s]/2)/i,this._y[s]=3*-t/2*this._r[s];else for(s=0;s<e;s++)this._x[s]=3*t/2*this._q[s],this._y[s]=-t*Math.sqrt(3)*(this._r[s]+this._q[s]/2)*i},t.prototype._index_data=function(){var e,t=this.model.size,i=Math.sqrt(3)*t/2;\"flattop\"==this.model.orientation?(i=(e=[t,i])[0],t=e[1],t*=this.model.aspect_scale):i/=this.model.aspect_scale;for(var s=[],r=0;r<this._x.length;r++){var n=this._x[r],a=this._y[r];!isNaN(n+a)&&isFinite(n+a)&&s.push({x0:n-i,y0:a-t,x1:n+i,y1:a+t,i:r})}return new o.SpatialIndex(s)},t.prototype.map_data=function(){var e,t;e=this.map_to_screen(this._x,this._y),this.sx=e[0],this.sy=e[1],t=this._get_unscaled_vertices(),this.svx=t[0],this.svy=t[1]},t.prototype._get_unscaled_vertices=function(){var e=this.model.size,t=this.model.aspect_scale;if(\"pointytop\"==this.model.orientation){var i=this.renderer.yscale,s=this.renderer.xscale,r=Math.abs(i.compute(0)-i.compute(e));return[[0,-(n=Math.sqrt(3)/2*Math.abs(s.compute(0)-s.compute(e))/t),-n,0,n,n],[r,a=r/2,-a,-r,-a,a]]}var n,a;i=this.renderer.xscale,s=this.renderer.yscale;return[[r=Math.abs(i.compute(0)-i.compute(e)),a=r/2,-a,-r,-a,a],[0,-(n=Math.sqrt(3)/2*Math.abs(s.compute(0)-s.compute(e))*t),-n,0,n,n]]},t.prototype._render=function(e,t,i){for(var s=i.sx,r=i.sy,n=i.svx,a=i.svy,o=i._scale,h=0,_=t;h<_.length;h++){var l=_[h];if(!isNaN(s[l]+r[l]+o[l])){e.translate(s[l],r[l]),e.beginPath();for(var c=0;c<6;c++)e.lineTo(n[c]*o[l],a[c]*o[l]);e.closePath(),e.translate(-s[l],-r[l]),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,l),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,l),e.stroke())}}},t.prototype._hit_point=function(e){for(var t=e.sx,i=e.sy,s=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(i),a=[],o=0,h=this.index.indices({x0:s,y0:r,x1:s,y1:r});o<h.length;o++){var _=h[o];n.point_in_poly(t-this.sx[_],i-this.sy[_],this.svx,this.svy)&&a.push(_)}var l=n.create_empty_hit_test_result();return l.indices=a,l},t.prototype._hit_span=function(e){var t,i=e.sx,s=e.sy;if(\"v\"==e.direction){var r=this.renderer.yscale.invert(s),a=this.renderer.plot_view.frame.bbox.h_range,o=this.renderer.xscale.r_invert(a.start,a.end),h=o[0],_=o[1];t=this.index.indices({x0:h,y0:r,x1:_,y1:r})}else{var l=this.renderer.xscale.invert(i),c=this.renderer.plot_view.frame.bbox.v_range,p=this.renderer.yscale.r_invert(c.start,c.end),d=p[0],y=p[1];t=this.index.indices({x0:l,y0:d,x1:l,y1:y})}var u=n.create_empty_hit_test_result();return u.indices=t,u},t.prototype._hit_rect=function(e){var t=e.sx0,i=e.sx1,s=e.sy0,r=e.sy1,a=this.renderer.xscale.r_invert(t,i),o=a[0],h=a[1],_=this.renderer.yscale.r_invert(s,r),l=_[0],c=_[1],p=n.create_empty_hit_test_result();return p.indices=this.index.indices({x0:o,x1:h,y0:l,y1:c}),p},t.prototype.draw_legend_for_index=function(e,t,i){h.generic_area_legend(this.visuals,e,t,i)},t}(r.GlyphView);i.HexTileView=_,_.__name__=\"HexTileView\";var l=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_HexTile=function(){this.prototype.default_view=_,this.coords([[\"r\",\"q\"]]),this.mixins([\"line\",\"fill\"]),this.define({size:[a.Number,1],aspect_scale:[a.Number,1],scale:[a.NumberSpec,1],orientation:[a.HexTileOrientation,\"pointytop\"]}),this.override({line_color:null})},t}(r.Glyph);i.HexTile=l,l.__name__=\"HexTile\",l.init_HexTile()},\n",
" function _(e,t,a){var i=e(113),n=e(315),r=e(210),_=e(121),s=e(110),o=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){var t=this;e.prototype.initialize.call(this),this.connect(this.model.color_mapper.change,function(){return t._update_image()}),this.connect(this.model.properties.global_alpha.change,function(){return t.renderer.request_render()})},t.prototype._update_image=function(){null!=this.image_data&&(this._set_data(),this.renderer.plot_view.request_render())},t.prototype._set_data=function(){this._set_width_heigh_data();for(var e=this.model.color_mapper.rgba_mapper,t=0,a=this._image.length;t<a;t++){var i=void 0;if(null!=this._image_shape&&this._image_shape[t].length>0){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;h<l.length;h++){var g=l[h];if(null!=i[g]&&!isNaN(n[g]+r[g]+_[g]+s[g])){var m=r[g];e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(i[g],0|n[g],0|r[g],_[g],s[g]),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}}e.setImageSmoothingEnabled(o)},t}(n.ImageBaseView);a.ImageView=o,o.__name__=\"ImageView\";var h=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Image=function(){this.prototype.default_view=o,this.define({color_mapper:[_.Instance,function(){return new r.LinearColorMapper({palette:[\"#000000\",\"#252525\",\"#525252\",\"#737373\",\"#969696\",\"#bdbdbd\",\"#d9d9d9\",\"#f0f0f0\",\"#ffffff\"]})}]})},t}(n.ImageBase);a.Image=h,h.__name__=\"Image\",h.init_Image()},\n",
" function _(e,t,i){var s=e(113),h=e(178),a=e(121),r=e(183),n=e(179),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype._render=function(e,t,i){},t.prototype._index_data=function(){for(var e=[],t=0,i=this._x.length;t<i;t++){var s=this._lrtb(t),h=s[0],a=s[1],r=s[2],_=s[3];!isNaN(h+a+r+_)&&isFinite(h+a+r+_)&&e.push({x0:h,y0:_,x1:a,y1:r,i:t})}return new n.SpatialIndex(e)},t.prototype._lrtb=function(e){var t=this.renderer.xscale.source_range,i=this._x[e],s=t.is_reversed?i-this._dw[e]:i+this._dw[e],h=this.renderer.yscale.source_range,a=this._y[e],r=h.is_reversed?a-this._dh[e]:a+this._dh[e],n=i<s?[i,s]:[s,i],_=a<r?[a,r]:[r,a];return[n[0],n[1],_[1],_[0]]},t.prototype._set_width_heigh_data=function(){null!=this.image_data&&this.image_data.length==this._image.length||(this.image_data=new Array(this._image.length)),null!=this._width&&this._width.length==this._image.length||(this._width=new Array(this._image.length)),null!=this._height&&this._height.length==this._image.length||(this._height=new Array(this._image.length))},t.prototype._get_or_create_canvas=function(e){var t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;var i=document.createElement(\"canvas\");return i.width=this._width[e],i.height=this._height[e],i},t.prototype._set_image_data_from_buffer=function(e,t){var i=this._get_or_create_canvas(e),s=i.getContext(\"2d\"),h=s.getImageData(0,0,this._width[e],this._height[e]);h.data.set(t),s.putImageData(h,0,0),this.image_data[e]=i},t.prototype._map_data=function(){switch(this.model.properties.dw.units){case\"data\":this.sw=this.sdist(this.renderer.xscale,this._x,this._dw,\"edge\",this.model.dilate);break;case\"screen\":this.sw=this._dw}switch(this.model.properties.dh.units){case\"data\":this.sh=this.sdist(this.renderer.yscale,this._y,this._dh,\"edge\",this.model.dilate);break;case\"screen\":this.sh=this._dh}},t.prototype._image_index=function(e,t,i){var s=this._lrtb(e),h=s[0],a=s[1],r=s[2],n=s[3],_=this._width[e],d=this._height[e],o=(a-h)/_,g=(r-n)/d,l=Math.floor((t-h)/o),c=Math.floor((i-n)/g);return this.renderer.xscale.source_range.is_reversed&&(l=_-l-1),this.renderer.yscale.source_range.is_reversed&&(c=d-c-1),{index:e,dim1:l,dim2:c,flat_index:c*_+l}},t.prototype._hit_point=function(e){var t=e.sx,i=e.sy,s=this.renderer.xscale.invert(t),h=this.renderer.yscale.invert(i),a=this.index.indices({x0:s,x1:s,y0:h,y1:h}),n=r.create_empty_hit_test_result();n.image_indices=[];for(var _=0,d=a;_<d.length;_++){var o=d[_];t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(o,s,h))}return n},t}(h.XYGlyphView);i.ImageBaseView=_,_.__name__=\"ImageBaseView\";var d=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_ImageBase=function(){this.prototype.default_view=_,this.define({image:[a.NumberSpec],dw:[a.DistanceSpec],dh:[a.DistanceSpec],dilate:[a.Boolean,!1],global_alpha:[a.Number,1]})},t}(h.XYGlyph);i.ImageBase=d,d.__name__=\"ImageBase\",d.init_ImageBase()},\n",
" function _(e,t,a){var i=e(113),n=e(315),r=e(110),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){var t=this;e.prototype.initialize.call(this),this.connect(this.model.properties.global_alpha.change,function(){return t.renderer.request_render()})},t.prototype._set_data=function(e){this._set_width_heigh_data();for(var t=0,a=this._image.length;t<a;t++)if(!(null!=e&&e.indexOf(t)<0)){var i=void 0;if(null!=this._image_shape&&this._image_shape[t].length>0){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;l<o;l++)_[l]=s[l];this._height[t]=h.length,this._width[t]=h[0].length}var g=new Uint8Array(i);this._set_image_data_from_buffer(t,g)}},t.prototype._render=function(e,t,a){var i=a.image_data,n=a.sx,r=a.sy,h=a.sw,s=a.sh,_=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1),e.globalAlpha=this.model.global_alpha;for(var l=0,o=t;l<o.length;l++){var g=o[l];if(!isNaN(n[g]+r[g]+h[g]+s[g])){var m=r[g];e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(i[g],0|n[g],0|r[g],h[g],s[g]),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}}e.setImageSmoothingEnabled(_)},t}(n.ImageBaseView);a.ImageRGBAView=h,h.__name__=\"ImageRGBAView\";var s=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_ImageRGBA=function(){this.prototype.default_view=h},t}(n.ImageBase);a.ImageRGBA=s,s.__name__=\"ImageRGBA\",s.init_ImageRGBA()},\n",
" function _(e,t,r){var i=e(113),n=e(178),a=e(121),s=e(114),o=e(179),h=e(318),_=function(e){function t(){var t=e.apply(this,arguments)||this;return t._images_rendered=!1,t}return i.__extends(t,e),t.prototype.initialize=function(){var t=this;e.prototype.initialize.call(this),this.connect(this.model.properties.global_alpha.change,function(){return t.renderer.request_render()})},t.prototype._index_data=function(){return new o.SpatialIndex([])},t.prototype._set_data=function(){var e=this;null!=this.image&&this.image.length==this._url.length||(this.image=s.map(this._url,function(){return null}));for(var t=this.model,r=t.retry_attempts,i=t.retry_timeout,n=function(t,n){var s=a._url[t];if(null==s||\"\"==s)return\"continue\";new h.ImageLoader(s,{loaded:function(r){e.image[t]=r,e.renderer.request_render()},attempts:r+1,timeout:i})},a=this,o=0,_=this._url.length;o<_;o++)n(o);var l=\"data\"==this.model.properties.w.units,u=\"data\"==this.model.properties.h.units,c=this._x.length,d=new Array(l?2*c:c),p=new Array(u?2*c:c);for(o=0;o<c;o++)d[o]=this._x[o],p[o]=this._y[o];if(l)for(o=0;o<c;o++)d[c+o]=this._x[o]+this._w[o];if(u)for(o=0;o<c;o++)p[c+o]=this._y[o]+this._h[o];var m=s.min(d),f=s.max(d),g=s.min(p),y=s.max(p);this._bounds_rect={x0:m,x1:f,y0:g,y1:y}},t.prototype.has_finished=function(){return e.prototype.has_finished.call(this)&&1==this._images_rendered},t.prototype._map_data=function(){var e=null!=this.model.w?this._w:s.map(this._x,function(){return NaN}),t=null!=this.model.h?this._h:s.map(this._x,function(){return NaN});switch(this.model.properties.w.units){case\"data\":this.sw=this.sdist(this.renderer.xscale,this._x,e,\"edge\",this.model.dilate);break;case\"screen\":this.sw=e}switch(this.model.properties.h.units){case\"data\":this.sh=this.sdist(this.renderer.yscale,this._y,t,\"edge\",this.model.dilate);break;case\"screen\":this.sh=t}},t.prototype._render=function(e,t,r){var i=r.image,n=r.sx,a=r.sy,s=r.sw,o=r.sh,h=r._angle,_=this.renderer.plot_view.frame;e.rect(_._left.value+1,_._top.value+1,_._width.value-2,_._height.value-2),e.clip();for(var l=!0,u=0,c=t;u<c.length;u++){var d=c[u];if(!isNaN(n[d]+a[d]+h[d])){var p=i[d];null!=p?this._render_image(e,d,p,n,a,s,o,h):l=!1}}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())},t.prototype._final_sx_sy=function(e,t,r,i,n){switch(e){case\"top_left\":return[t,r];case\"top_center\":return[t-i/2,r];case\"top_right\":return[t-i,r];case\"center_right\":return[t-i,r-n/2];case\"bottom_right\":return[t-i,r-n];case\"bottom_center\":return[t-i/2,r-n];case\"bottom_left\":return[t,r-n];case\"center_left\":return[t,r-n/2];case\"center\":return[t-i/2,r-n/2]}},t.prototype._render_image=function(e,t,r,i,n,a,s,o){isNaN(a[t])&&(a[t]=r.width),isNaN(s[t])&&(s[t]=r.height);var h=this.model.anchor,_=this._final_sx_sy(h,i[t],n[t],a[t],s[t]),l=_[0],u=_[1];e.save(),e.globalAlpha=this.model.global_alpha,o[t]?(e.translate(l,u),e.rotate(o[t]),e.drawImage(r,0,0,a[t],s[t]),e.rotate(-o[t]),e.translate(-l,-u)):e.drawImage(r,l,u,a[t],s[t]),e.restore()},t.prototype.bounds=function(){return this._bounds_rect},t}(n.XYGlyphView);r.ImageURLView=_,_.__name__=\"ImageURLView\";var l=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_ImageURL=function(){this.prototype.default_view=_,this.define({url:[a.StringSpec],anchor:[a.Anchor,\"top_left\"],global_alpha:[a.Number,1],angle:[a.AngleSpec,0],w:[a.DistanceSpec],h:[a.DistanceSpec],dilate:[a.Boolean,!1],retry_attempts:[a.Number,0],retry_timeout:[a.Number,0]})},t}(n.XYGlyph);r.ImageURL=l,l.__name__=\"ImageURL\",l.init_ImageURL()},\n",
" function _(e,i,n){var o=e(167),t=function(){function e(e,i){var n=this;void 0===i&&(i={}),this._image=new Image,this._finished=!1;var t=i.attempts,r=void 0===t?1:t,a=i.timeout,g=void 0===a?1:a;this.promise=new Promise(function(t,a){n._image.crossOrigin=\"anonymous\";var m=0;n._image.onerror=function(){if(++m==r){var t=\"unable to load \"+e+\" image after \"+r+\" attempts\";o.logger.warn(t),null!=n._image.crossOrigin?(o.logger.warn(\"attempting to load \"+e+\" without a cross origin policy\"),n._image.crossOrigin=null,m=0):null!=i.failed&&i.failed()}setTimeout(function(){return n._image.src=e},g)},n._image.onload=function(){n._finished=!0,null!=i.loaded&&i.loaded(n._image),t(n._image)},n._image.src=e})}return Object.defineProperty(e.prototype,\"finished\",{get:function(){return this._finished},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"image\",{get:function(){return this._image},enumerable:!0,configurable:!0}),e}();n.ImageLoader=t,t.__name__=\"ImageLoader\"},\n",
" function _(t,e,i){var n=t(113),s=t(179),r=t(183),o=t(125),h=t(110),_=t(109),l=t(182),a=t(186),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._xs.length;e<i;e++)if(null!=this._xs[e]&&0!==this._xs[e].length){for(var n=this._xs[e],r=[],o=0,l=n.length;o<l;o++){var a=n[o];_.isStrictNaN(a)||r.push(a)}var u=this._ys[e],p=[];for(o=0,l=u.length;o<l;o++){var c=u[o];_.isStrictNaN(c)||p.push(c)}var y=[h.min(r),h.max(r)],x=y[0],f=y[1],v=[h.min(p),h.max(p)],d=v[0],m=v[1];t.push({x0:x,y0:d,x1:f,y1:m,i:e})}return new s.SpatialIndex(t)},e.prototype._render=function(t,e,i){for(var n=i.sxs,s=i.sys,r=0,o=e;r<o.length;r++){var h=o[r],_=[n[h],s[h]],l=_[0],a=_[1];this.visuals.line.set_vectorize(t,h);for(var u=0,p=l.length;u<p;u++)0!=u?isNaN(l[u])||isNaN(a[u])?(t.stroke(),t.beginPath()):t.lineTo(l[u],a[u]):(t.beginPath(),t.moveTo(l[u],a[u]));t.stroke()}},e.prototype._hit_point=function(t){for(var e=r.create_empty_hit_test_result(),i={x:t.sx,y:t.sy},n=9999,s={},h=0,_=this.sxs.length;h<_;h++){for(var l=Math.max(2,this.visuals.line.cache_select(\"line_width\",h)/2),a=null,u=0,p=this.sxs[h].length-1;u<p;u++){var c={x:this.sxs[h][u],y:this.sys[h][u]},y={x:this.sxs[h][u+1],y:this.sys[h][u+1]},x=r.dist_to_segment(i,c,y);x<l&&x<n&&(n=x,a=[u])}a&&(s[h]=a)}return e.indices=o.keys(s).map(function(t){return parseInt(t,10)}),e.multiline_indices=s,e},e.prototype._hit_span=function(t){var e,i,n=t.sx,s=t.sy,h=r.create_empty_hit_test_result();\"v\"===t.direction?(e=this.renderer.yscale.invert(s),i=this._ys):(e=this.renderer.xscale.invert(n),i=this._xs);for(var _={},l=0,a=i.length;l<a;l++){for(var u=[],p=0,c=i[l].length-1;p<c;p++)i[l][p]<=e&&e<=i[l][p+1]&&u.push(p);u.length>0&&(_[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;i<e;i++)for(var n=0,s=this._xs[i].length;n<s;n++){var o=this._xs[i][n][0],a=this._ys[i][n][0];0!=o.length&&t.push({x0:h.min(o),y0:h.min(a),x1:h.max(o),y1:h.max(a),i:i})}return this.hole_index=this._index_hole_data(),new r.SpatialIndex(t)},i.prototype._index_hole_data=function(){for(var t=[],i=0,e=this._xs.length;i<e;i++)for(var n=0,s=this._xs[i].length;n<s;n++)if(this._xs[i][n].length>1)for(var o=1,a=this._xs[i][n].length;o<a;o++){var l=this._xs[i][n][o],_=this._ys[i][n][o];0!=l.length&&t.push({x0:h.min(l),y0:h.min(_),x1:h.max(l),y1:h.max(_),i:i})}return new r.SpatialIndex(t)},i.prototype._mask_data=function(){var t=this.renderer.plot_view.frame.x_ranges.default,i=[t.min,t.max],e=i[0],n=i[1],r=this.renderer.plot_view.frame.y_ranges.default,s=[r.min,r.max],o=s[0],h=s[1];return this.index.indices({x0:e,x1:n,y0:o,y1:h}).sort(function(t,i){return t-i}).filter(function(t,i,e){return 0===i||t!==e[i-1]})},i.prototype._inner_loop=function(t,i,e){t.beginPath();for(var n=0,r=i.length;n<r;n++)for(var s=0,o=i[n].length;s<o;s++){for(var h=i[n][s],a=e[n][s],l=0,_=h.length;l<_;l++)0!=l?t.lineTo(h[l],a[l]):t.moveTo(h[l],a[l]);t.closePath()}},i.prototype._render=function(t,i,e){var n=this,r=e.sxs,s=e.sys;if(this.visuals.fill.doit||this.visuals.line.doit)for(var o=function(i){var e=[r[i],s[i]],o=e[0],a=e[1];h.visuals.fill.doit&&(h.visuals.fill.set_vectorize(t,i),h._inner_loop(t,o,a),t.fill(\"evenodd\")),h.visuals.hatch.doit2(t,i,function(){n._inner_loop(t,o,a),t.fill(\"evenodd\")},function(){return n.renderer.request_render()}),h.visuals.line.doit&&(h.visuals.line.set_vectorize(t,i),h._inner_loop(t,o,a),t.stroke())},h=this,a=0,l=i;a<l.length;a++){o(l[a])}},i.prototype._hit_point=function(t){for(var i=t.sx,e=t.sy,n=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),s=this.index.indices({x0:n,y0:r,x1:n,y1:r}),o=this.hole_index.indices({x0:n,y0:r,x1:n,y1:r}),h=[],a=0,_=s.length;a<_;a++)for(var u=s[a],f=this.sxs[u],p=this.sys[u],y=0,d=f.length;y<d;y++){var v=f[y].length;if(l.point_in_poly(i,e,f[y][0],p[y][0]))if(1==v)h.push(u);else if(-1==o.indexOf(u))h.push(u);else if(v>1){for(var c=!1,x=1;x<v;x++){var g=f[y][x],m=p[y][x];if(l.point_in_poly(i,e,g,m)){c=!0;break}}c||h.push(u)}}var w=l.create_empty_hit_test_result();return w.indices=h,w},i.prototype._get_snap_coord=function(t){return a.sum(t)/t.length},i.prototype.scenterx=function(t,i,e){if(1==this.sxs[t].length)return this._get_snap_coord(this.sxs[t][0][0]);for(var n=this.sxs[t],r=this.sys[t],s=0,o=n.length;s<o;s++)if(l.point_in_poly(i,e,n[s][0],r[s][0]))return this._get_snap_coord(n[s][0]);throw new Error(\"unreachable code\")},i.prototype.scentery=function(t,i,e){if(1==this.sys[t].length)return this._get_snap_coord(this.sys[t][0][0]);for(var n=this.sxs[t],r=this.sys[t],s=0,o=n.length;s<o;s++)if(l.point_in_poly(i,e,n[s][0],r[s][0]))return this._get_snap_coord(r[s][0]);throw new Error(\"unreachable code\")},i.prototype.map_data=function(){for(var t=0,i=this.model._coords;t<i.length;t++){var e=i[t],n=e[0],r=e[1],s=\"s\"+n,o=\"s\"+r;if(r=\"_\"+r,null!=this[n=\"_\"+n]&&(_.isArray(this[n][0])||_.isTypedArray(this[n][0]))){var h=this[n].length;this[s]=new Array(h),this[o]=new Array(h);for(var a=0;a<h;a++){var l=this[n][a].length;this[s][a]=new Array(l),this[o][a]=new Array(l);for(var u=0;u<l;u++){var f=this[n][a][u].length;this[s][a][u]=new Array(f),this[o][a][u]=new Array(f);for(var p=0;p<f;p++){var y=this.map_to_screen(this[n][a][u][p],this[r][a][u][p]),d=y[0],v=y[1];this[s][a][u][p]=d,this[o][a][u][p]=v}}}}}},i.prototype.draw_legend_for_index=function(t,i,e){o.generic_area_legend(this.visuals,t,i,e)},i}(s.GlyphView);e.MultiPolygonsView=u,u.__name__=\"MultiPolygonsView\";var f=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_MultiPolygons=function(){this.prototype.default_view=u,this.coords([[\"xs\",\"ys\"]]),this.mixins([\"line\",\"fill\",\"hatch\"])},i}(s.Glyph);e.MultiPolygons=f,f.__name__=\"MultiPolygons\",f.init_MultiPolygons()},\n",
" function _(t,i,e){var s=t(113),h=t(310),n=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype._map_data=function(){var t,i=this._x.length;this.sw=new Float64Array(i),t=\"data\"==this.model.properties.width.units?this.sdist(this.renderer.xscale,this._x,this._width,\"center\"):this._width;for(var e=0;e<i;e++)this.sw[e]=.75*t[e];\"data\"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"):this.sh=this._height},i}(h.EllipseOvalView);e.OvalView=n,n.__name__=\"OvalView\";var r=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i.init_Oval=function(){this.prototype.default_view=n},i}(h.EllipseOval);e.Oval=r,r.__name__=\"Oval\",r.init_Oval()},\n",
" function _(t,e,i){var n=t(113),s=t(179),r=t(182),o=t(186),_=t(110),a=t(114),h=t(109),l=t(183),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._build_discontinuous_object=function(t){for(var e=[],i=0,n=t.length;i<n;i++){e[i]=[];for(var s=_.copy(t[i]);s.length>0;){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<r;n++)for(var o=0,a=t[n].length;o<a;o++){var h=t[n][o],l=e[n][o];0!=h.length&&i.push({x0:_.min(h),y0:_.min(l),x1:_.max(h),y1:_.max(l),i:n})}return new s.SpatialIndex(i)},e.prototype._mask_data=function(){var t=this.renderer.plot_view.frame.x_ranges.default,e=[t.min,t.max],i=e[0],n=e[1],s=this.renderer.plot_view.frame.y_ranges.default,r=[s.min,s.max],o=r[0],_=r[1];return this.index.indices({x0:i,x1:n,y0:o,y1:_}).sort(function(t,e){return t-e})},e.prototype._inner_loop=function(t,e,i,n){for(var s=0,r=e.length;s<r;s++)0!=s?isNaN(e[s]+i[s])?(t.closePath(),n.apply(t),t.beginPath()):t.lineTo(e[s],i[s]):(t.beginPath(),t.moveTo(e[s],i[s]));t.closePath(),n.call(t)},e.prototype._render=function(t,e,i){var n=this,s=i.sxs,r=i.sys;this.sxss=this._build_discontinuous_object(s),this.syss=this._build_discontinuous_object(r);for(var o=function(e){var i=[s[e],r[e]],o=i[0],a=i[1];_.visuals.fill.doit&&(_.visuals.fill.set_vectorize(t,e),_._inner_loop(t,o,a,t.fill)),_.visuals.hatch.doit2(t,e,function(){return n._inner_loop(t,o,a,t.fill)},function(){return n.renderer.request_render()}),_.visuals.line.doit&&(_.visuals.line.set_vectorize(t,e),_._inner_loop(t,o,a,t.stroke))},_=this,a=0,h=e;a<h.length;a++){o(h[a])}},e.prototype._hit_point=function(t){for(var e=t.sx,i=t.sy,n=this.renderer.xscale.invert(e),s=this.renderer.yscale.invert(i),r=this.index.indices({x0:n,y0:s,x1:n,y1:s}),o=[],_=0,a=r.length;_<a;_++)for(var h=r[_],u=this.sxss[h],c=this.syss[h],p=0,d=u.length;p<d;p++)l.point_in_poly(e,i,u[p],c[p])&&o.push(h);var f=l.create_empty_hit_test_result();return f.indices=o,f},e.prototype._get_snap_coord=function(t){return a.sum(t)/t.length},e.prototype.scenterx=function(t,e,i){if(1==this.sxss[t].length)return this._get_snap_coord(this.sxs[t]);for(var n=this.sxss[t],s=this.syss[t],r=0,o=n.length;r<o;r++)if(l.point_in_poly(e,i,n[r],s[r]))return this._get_snap_coord(n[r]);throw new Error(\"unreachable code\")},e.prototype.scentery=function(t,e,i){if(1==this.syss[t].length)return this._get_snap_coord(this.sys[t]);for(var n=this.sxss[t],s=this.syss[t],r=0,o=n.length;r<o;r++)if(l.point_in_poly(e,i,n[r],s[r]))return this._get_snap_coord(s[r]);throw new Error(\"unreachable code\")},e.prototype.draw_legend_for_index=function(t,e,i){o.generic_area_legend(this.visuals,t,e,i)},e}(r.GlyphView);i.PatchesView=u,u.__name__=\"PatchesView\";var c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Patches=function(){this.prototype.default_view=u,this.coords([[\"xs\",\"ys\"]]),this.mixins([\"line\",\"fill\",\"hatch\"])},e}(r.Glyph);i.Patches=c,c.__name__=\"Patches\",c.init_Patches()},\n",
" function _(t,i,n){var e=t(113),o=t(312),r=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype.scenterx=function(t){return(this.sleft[t]+this.sright[t])/2},i.prototype.scentery=function(t){return(this.stop[t]+this.sbottom[t])/2},i.prototype._index_data=function(){return this._index_box(this._right.length)},i.prototype._lrtb=function(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]},i}(o.BoxView);n.QuadView=r,r.__name__=\"QuadView\";var u=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_Quad=function(){this.prototype.default_view=r,this.coords([[\"right\",\"bottom\"],[\"left\",\"top\"]])},i}(o.Box);n.Quad=u,u.__name__=\"Quad\",u.init_Quad()},\n",
" function _(t,i,n){var e=t(113),r=t(179),s=t(182),a=t(186);function o(t,i,n){if(i==(t+n)/2)return[t,n];var e=(t-i)/(t-2*i+n),r=t*Math.pow(1-e,2)+2*i*(1-e)*e+n*Math.pow(e,2);return[Math.min(t,n,r),Math.max(t,n,r)]}var _=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype._index_data=function(){for(var t=[],i=0,n=this._x0.length;i<n;i++)if(!isNaN(this._x0[i]+this._x1[i]+this._y0[i]+this._y1[i]+this._cx[i]+this._cy[i])){var e=o(this._x0[i],this._cx[i],this._x1[i]),s=e[0],a=e[1],_=o(this._y0[i],this._cy[i],this._y1[i]),h=_[0],c=_[1];t.push({x0:s,y0:h,x1:a,y1:c,i:i})}return new r.SpatialIndex(t)},i.prototype._render=function(t,i,n){var e=n.sx0,r=n.sy0,s=n.sx1,a=n.sy1,o=n.scx,_=n.scy;if(this.visuals.line.doit)for(var h=0,c=i;h<c.length;h++){var u=c[h];isNaN(e[u]+r[u]+s[u]+a[u]+o[u]+_[u])||(t.beginPath(),t.moveTo(e[u],r[u]),t.quadraticCurveTo(o[u],_[u],s[u],a[u]),this.visuals.line.set_vectorize(t,u),t.stroke())}},i.prototype.draw_legend_for_index=function(t,i,n){a.generic_line_legend(this.visuals,t,i,n)},i.prototype.scenterx=function(){throw new Error(\"not implemented\")},i.prototype.scentery=function(){throw new Error(\"not implemented\")},i}(s.GlyphView);n.QuadraticView=_,_.__name__=\"QuadraticView\";var h=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_Quadratic=function(){this.prototype.default_view=_,this.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"],[\"cx\",\"cy\"]]),this.mixins([\"line\"])},i}(s.Glyph);n.Quadratic=h,h.__name__=\"Quadratic\",h.init_Quadratic()},\n",
" function _(e,t,i){var n=e(113),s=e(178),r=e(186),a=e(121),l=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype._map_data=function(){\"data\"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this._length):this.slength=this._length},t.prototype._render=function(e,t,i){var n=i.sx,s=i.sy,r=i.slength,a=i._angle;if(this.visuals.line.doit){for(var l=2*(this.renderer.plot_view.frame._width.value+this.renderer.plot_view.frame._height.value),h=0,_=r.length;h<_;h++)0==r[h]&&(r[h]=l);for(var o=0,u=t;o<u.length;o++){h=u[o];isNaN(n[h]+s[h]+a[h]+r[h])||(e.translate(n[h],s[h]),e.rotate(a[h]),e.beginPath(),e.moveTo(0,0),e.lineTo(r[h],0),this.visuals.line.set_vectorize(e,h),e.stroke(),e.rotate(-a[h]),e.translate(-n[h],-s[h]))}}},t.prototype.draw_legend_for_index=function(e,t,i){r.generic_line_legend(this.visuals,e,t,i)},t}(s.XYGlyphView);i.RayView=l,l.__name__=\"RayView\";var h=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Ray=function(){this.prototype.default_view=l,this.mixins([\"line\"]),this.define({length:[a.DistanceSpec],angle:[a.AngleSpec]})},t}(s.XYGlyph);i.Ray=h,h.__name__=\"Ray\",h.init_Ray()},\n",
" function _(t,s,i){var e=t(113),h=t(308),r=t(186),a=t(183),n=t(121),_=t(114),o=function(t){function s(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(s,t),s.prototype._set_data=function(){this.max_w2=0,\"data\"==this.model.properties.width.units&&(this.max_w2=this.max_width/2),this.max_h2=0,\"data\"==this.model.properties.height.units&&(this.max_h2=this.max_height/2)},s.prototype._map_data=function(){var t,s;if(\"data\"==this.model.properties.width.units)t=this._map_dist_corner_for_data_side_length(this._x,this._width,this.renderer.xscale),this.sw=t[0],this.sx0=t[1];else{this.sw=this._width;var i=this.sx.length;this.sx0=new Float64Array(i);for(var e=0;e<i;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if(\"data\"==this.model.properties.height.units)s=this._map_dist_corner_for_data_side_length(this._y,this._height,this.renderer.yscale),this.sh=s[0],this.sy1=s[1];else{this.sh=this._height;var h=this.sy.length;this.sy1=new Float64Array(h);for(e=0;e<h;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}var r=this.sw.length;this.ssemi_diag=new Float64Array(r);for(e=0;e<r;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)},s.prototype._render=function(t,s,i){var e=i.sx,h=i.sy,r=i.sx0,a=i.sy1,n=i.sw,_=i.sh,o=i._angle;if(this.visuals.fill.doit)for(var l=0,d=s;l<d.length;l++){var c=d[l];isNaN(e[c]+h[c]+r[c]+a[c]+n[c]+_[c]+o[c])||(this.visuals.fill.set_vectorize(t,c),o[c]?(t.translate(e[c],h[c]),t.rotate(o[c]),t.fillRect(-n[c]/2,-_[c]/2,n[c],_[c]),t.rotate(-o[c]),t.translate(-e[c],-h[c])):t.fillRect(r[c],a[c],n[c],_[c]))}if(this.visuals.line.doit){t.beginPath();for(var y=0,u=s;y<u.length;y++){c=u[y];isNaN(e[c]+h[c]+r[c]+a[c]+n[c]+_[c]+o[c])||0!=n[c]&&0!=_[c]&&(o[c]?(t.translate(e[c],h[c]),t.rotate(o[c]),t.rect(-n[c]/2,-_[c]/2,n[c],_[c]),t.rotate(-o[c]),t.translate(-e[c],-h[c])):t.rect(r[c],a[c],n[c],_[c]),this.visuals.line.set_vectorize(t,c),t.stroke(),t.beginPath())}t.stroke()}},s.prototype._hit_rect=function(t){return this._hit_rect_against_index(t)},s.prototype._hit_point=function(t){for(var s=t.sx,i=t.sy,e=this.renderer.xscale.invert(s),h=this.renderer.yscale.invert(i),r=[],n=0,o=this.sx0.length;n<o;n++)r.push(this.sx0[n]+this.sw[n]/2);var l=[];for(n=0,o=this.sy1.length;n<o;n++)l.push(this.sy1[n]+this.sh[n]/2);for(var d=_.max(this._ddist(0,r,this.ssemi_diag)),c=_.max(this._ddist(1,l,this.ssemi_diag)),y=e-d,u=e+d,f=h-c,x=h+c,p=[],v=0,g=this.index.indices({x0:y,x1:u,y0:f,y1:x});v<g.length;v++){n=g[v];var m=void 0,w=void 0;if(this._angle[n]){var b=Math.sin(-this._angle[n]),R=Math.cos(-this._angle[n]),A=R*(s-this.sx[n])-b*(i-this.sy[n])+this.sx[n],F=b*(s-this.sx[n])+R*(i-this.sy[n])+this.sy[n];s=A,i=F,w=Math.abs(this.sx[n]-s)<=this.sw[n]/2,m=Math.abs(this.sy[n]-i)<=this.sh[n]/2}else w=s-this.sx0[n]<=this.sw[n]&&s-this.sx0[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;a<e;a++)h[a]=Number(t[a])-s[a]/2,r[a]=Number(t[a])+s[a]/2;for(var n=i.v_compute(h),_=i.v_compute(r),o=this.sdist(i,h,s,\"edge\",this.model.dilate),l=n,d=(a=0,n.length);a<d;a++)if(n[a]!=_[a]){l=n[a]<_[a]?n:_;break}return[o,l]},s.prototype._ddist=function(t,s,i){for(var e=0==t?this.renderer.xscale:this.renderer.yscale,h=s,r=h.length,a=new Float64Array(r),n=0;n<r;n++)a[n]=h[n]+i[n];var _=e.v_invert(h),o=e.v_invert(a),l=_.length,d=new Float64Array(l);for(n=0;n<l;n++)d[n]=Math.abs(o[n]-_[n]);return d},s.prototype.draw_legend_for_index=function(t,s,i){r.generic_area_legend(this.visuals,t,s,i)},s.prototype._bounds=function(t){var s=t.x0,i=t.x1,e=t.y0,h=t.y1;return{x0:s-this.max_w2,x1:i+this.max_w2,y0:e-this.max_h2,y1:h+this.max_h2}},s}(h.CenterRotatableView);i.RectView=o,o.__name__=\"RectView\";var l=function(t){function s(s){return t.call(this,s)||this}return e.__extends(s,t),s.init_Rect=function(){this.prototype.default_view=o,this.define({dilate:[n.Boolean,!1]})},s}(h.CenterRotatable);i.Rect=l,l.__name__=\"Rect\",l.init_Rect()},\n",
" function _(t,e,i){var n=t(113),s=t(183),r=t(179),h=t(182),_=t(186),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._x0.length;e<i;e++){var n=this._x0[e],s=this._x1[e],h=this._y0[e],_=this._y1[e];isNaN(n+s+h+_)||t.push({x0:Math.min(n,s),y0:Math.min(h,_),x1:Math.max(n,s),y1:Math.max(h,_),i:e})}return new r.SpatialIndex(t)},e.prototype._render=function(t,e,i){var n=i.sx0,s=i.sy0,r=i.sx1,h=i.sy1;if(this.visuals.line.doit)for(var _=0,a=e;_<a.length;_++){var o=a[_];isNaN(n[o]+s[o]+r[o]+h[o])||(t.beginPath(),t.moveTo(n[o],s[o]),t.lineTo(r[o],h[o]),this.visuals.line.set_vectorize(t,o),t.stroke())}},e.prototype._hit_point=function(t){for(var e=t.sx,i=t.sy,n={x:e,y:i},r=[],h=this.renderer.xscale.r_invert(e-2,e+2),_=h[0],a=h[1],o=this.renderer.yscale.r_invert(i-2,i+2),x=o[0],y=o[1],l=0,c=this.index.indices({x0:_,y0:x,x1:a,y1:y});l<c.length;l++){var u=c[l],d=Math.pow(Math.max(2,this.visuals.line.cache_select(\"line_width\",u)/2),2),p={x:this.sx0[u],y:this.sy0[u]},v={x:this.sx1[u],y:this.sy1[u]};s.dist_to_segment_squared(n,p,v)<d&&r.push(u)}var f=s.create_empty_hit_test_result();return f.indices=r,f},e.prototype._hit_span=function(t){var e,i,n,r,h,_=this.renderer.plot_view.frame.bbox.ranges,a=_[0],o=_[1],x=t.sx,y=t.sy;\"v\"==t.direction?(h=this.renderer.yscale.invert(y),n=(e=[this._y0,this._y1])[0],r=e[1]):(h=this.renderer.xscale.invert(x),n=(i=[this._x0,this._x1])[0],r=i[1]);for(var l=[],c=this.renderer.xscale.r_invert(a.start,a.end),u=c[0],d=c[1],p=this.renderer.yscale.r_invert(o.start,o.end),v=p[0],f=p[1],m=0,g=this.index.indices({x0:u,y0:v,x1:d,y1:f});m<g.length;m++){var w=g[m];(n[w]<=h&&h<=r[w]||r[w]<=h&&h<=n[w])&&l.push(w)}var S=s.create_empty_hit_test_result();return S.indices=l,S},e.prototype.scenterx=function(t){return(this.sx0[t]+this.sx1[t])/2},e.prototype.scentery=function(t){return(this.sy0[t]+this.sy1[t])/2},e.prototype.draw_legend_for_index=function(t,e,i){_.generic_line_legend(this.visuals,t,e,i)},e}(h.GlyphView);i.SegmentView=a,a.__name__=\"SegmentView\";var o=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Segment=function(){this.prototype.default_view=a,this.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"]]),this.mixins([\"line\"])},e}(h.Glyph);i.Segment=o,o.__name__=\"Segment\",o.init_Segment()},\n",
" function _(e,t,i){var n=e(113),o=e(178),r=e(186),s=e(121),a=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype._render=function(e,t,i){var n,o,r,s,a,l,_=i.sx,u=i.sy,d=!1,f=null;this.visuals.line.set_value(e);var h=t.length;if(!(h<2)){e.beginPath(),e.moveTo(_[0],u[0]);for(var p=0,c=t;p<c.length;p++){var v=c[p],b=void 0,g=void 0,m=void 0,w=void 0;switch(this.model.mode){case\"before\":b=(n=[_[v-1],u[v]])[0],m=n[1],g=(o=[_[v],u[v]])[0],w=o[1];break;case\"after\":b=(r=[_[v],u[v-1]])[0],m=r[1],g=(s=[_[v],u[v]])[0],w=s[1];break;case\"center\":var y=(_[v-1]+_[v])/2;b=(a=[y,u[v-1]])[0],m=a[1],g=(l=[y,u[v]])[0],w=l[1];break;default:throw new Error(\"unexpected\")}if(d){if(!isFinite(_[v]+u[v])){e.stroke(),e.beginPath(),d=!1,f=v;continue}null!=f&&v-f>1&&(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;u<l.length;u++){var x=l[u];if(!isNaN(i[x]+n[x]+r[x]+_[x]+h[x])&&null!=a[x]&&(this._sxs[x]=[],this._sys[x]=[],this.visuals.text.doit)){var p=\"\"+a[x];t.save(),t.translate(i[x]+r[x],n[x]+_[x]),t.rotate(h[x]),this.visuals.text.set_vectorize(t,x);var c=this.visuals.text.cache_select(\"font\",x),f=o.measure_font(c).height,y=this.visuals.text.text_line_height.value()*f;if(-1==p.indexOf(\"\\n\")){t.fillText(p,0,0);var v=i[x]+r[x],d=n[x]+_[x],g=t.measureText(p).width,m=this._text_bounds(v,d,g,y),b=m[0],T=m[1];this._sxs[x].push(b),this._sys[x].push(T)}else{var w=p.split(\"\\n\"),N=y*w.length,S=this.visuals.text.cache_select(\"text_baseline\",x),M=void 0;switch(S){case\"top\":M=0;break;case\"middle\":M=-N/2+y/2;break;case\"bottom\":M=-N+y;break;default:M=0,console.warn(\"'\"+S+\"' baseline not supported with multi line text\")}for(var k=0,V=w;k<V.length;k++){var G=V[k];t.fillText(G,0,M);v=i[x]+r[x],d=M+n[x]+_[x],g=t.measureText(G).width;var X=this._text_bounds(v,d,g,y);b=X[0],T=X[1];this._sxs[x].push(b),this._sys[x].push(T),M+=y}}t.restore()}}},e.prototype._hit_point=function(t){for(var e=t.sx,s=t.sy,i=[],n=0;n<this._sxs.length;n++)for(var _=this._sxs[n],o=this._sys[n],h=_.length,a=0,u=h;a<u;a++){var l=this._rotate_point(e,s,_[h-1][0],o[h-1][0],-this._angle[n]),x=l[0],p=l[1];r.point_in_poly(x,p,_[a],o[a])&&i.push(n)}var c=r.create_empty_hit_test_result();return c.indices=i,c},e.prototype._scenterxy=function(t){var e=this._sxs[t][0][0],s=this._sys[t][0][0],i=(this._sxs[t][0][2]+e)/2,n=(this._sys[t][0][2]+s)/2,r=this._rotate_point(i,n,e,s,this._angle[t]);return{x:r[0],y:r[1]}},e.prototype.scenterx=function(t){return this._scenterxy(t).x},e.prototype.scentery=function(t){return this._scenterxy(t).y},e}(n.XYGlyphView);s.TextView=h,h.__name__=\"TextView\";var a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Text=function(){this.prototype.default_view=h,this.mixins([\"text\"]),this.define({text:[_.NullStringSpec,{field:\"text\"}],angle:[_.AngleSpec,0],x_offset:[_.NumberSpec,0],y_offset:[_.NumberSpec,0]})},e}(n.XYGlyph);s.Text=a,a.__name__=\"Text\",a.init_Text()},\n",
" function _(t,i,s){var e=t(113),r=t(312),o=t(121),h=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype.scenterx=function(t){return this.sx[t]},i.prototype.scentery=function(t){return(this.stop[t]+this.sbottom[t])/2},i.prototype._index_data=function(){return this._index_box(this._x.length)},i.prototype._lrtb=function(t){return[this._x[t]-this._width[t]/2,this._x[t]+this._width[t]/2,Math.max(this._top[t],this._bottom[t]),Math.min(this._top[t],this._bottom[t])]},i.prototype._map_data=function(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this._width,\"center\"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);var t=this.sx.length;this.sleft=new Float64Array(t),this.sright=new Float64Array(t);for(var i=0;i<t;i++)this.sleft[i]=this.sx[i]-this.sw[i]/2,this.sright[i]=this.sx[i]+this.sw[i]/2;this._clamp_viewport()},i}(r.BoxView);s.VBarView=h,h.__name__=\"VBarView\";var n=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_VBar=function(){this.prototype.default_view=h,this.coords([[\"x\",\"bottom\"]]),this.define({width:[o.NumberSpec],top:[o.CoordinateSpec]}),this.override({bottom:0})},i}(r.Box);s.VBar=n,n.__name__=\"VBar\",n.init_VBar()},\n",
" function _(e,t,i){var s=e(113),r=e(178),n=e(186),a=e(183),h=e(121),o=e(111),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.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},t.prototype._render=function(e,t,i){for(var s=i.sx,r=i.sy,n=i.sradius,a=i._start_angle,h=i._end_angle,o=this.model.properties.direction.value(),_=0,l=t;_<l.length;_++){var d=l[_];isNaN(s[d]+r[d]+n[d]+a[d]+h[d])||(e.beginPath(),e.arc(s[d],r[d],n[d],a[d],h[d],o),e.lineTo(s[d],r[d]),e.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,d),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,d),e.stroke()))}},t.prototype._hit_point=function(e){var t,i,s,r,n,h,_,l,d,u,c,p,y,f=e.sx,g=e.sy,v=this.renderer.xscale.invert(f),x=this.renderer.yscale.invert(g),m=2*this.max_radius;\"data\"===this.model.properties.radius.units?(u=v-m,c=v+m,p=x-m,y=x+m):(h=f-m,_=f+m,u=(t=this.renderer.xscale.r_invert(h,_))[0],c=t[1],l=g-m,d=g+m,p=(i=this.renderer.yscale.r_invert(l,d))[0],y=i[1]);for(var w=[],M=0,W=this.index.indices({x0:u,x1:c,y0:p,y1:y});M<W.length;M++){var S=W[M],V=Math.pow(this.sradius[S],2);h=(s=this.renderer.xscale.r_compute(v,this._x[S]))[0],_=s[1],l=(r=this.renderer.yscale.r_compute(x,this._y[S]))[0],d=r[1],(n=Math.pow(h-_,2)+Math.pow(l-d,2))<=V&&w.push([S,n])}for(var b=this.model.properties.direction.value(),k=[],z=0,A=w;z<A.length;z++){var D=A[z],G=(S=D[0],D[1]),N=Math.atan2(g-this.sy[S],f-this.sx[S]);o.angle_between(-N,-this._start_angle[S],-this._end_angle[S],b)&&k.push([S,G])}return a.create_hit_test_result_from_hits(k)},t.prototype.draw_legend_for_index=function(e,t,i){n.generic_area_legend(this.visuals,e,t,i)},t.prototype._scenterxy=function(e){var t=this.sradius[e]/2,i=(this._start_angle[e]+this._end_angle[e])/2;return{x:this.sx[e]+t*Math.cos(i),y:this.sy[e]+t*Math.sin(i)}},t.prototype.scenterx=function(e){return this._scenterxy(e).x},t.prototype.scentery=function(e){return this._scenterxy(e).y},t}(r.XYGlyphView);i.WedgeView=_,_.__name__=\"WedgeView\";var l=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_Wedge=function(){this.prototype.default_view=_,this.mixins([\"line\",\"fill\"]),this.define({direction:[h.Direction,\"anticlock\"],radius:[h.DistanceSpec],start_angle:[h.AngleSpec],end_angle:[h.AngleSpec]})},t}(r.XYGlyph);i.Wedge=l,l.__name__=\"Wedge\",l.init_Wedge()},\n",
" function _(n,o,r){function f(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}f(n(193)),f(n(333)),f(n(334))},\n",
" function _(n,t,r){var e=n(113),o=function(n){function t(t){return n.call(this,t)||this}return e.__extends(t,n),t}(n(166).Model);r.LayoutProvider=o,o.__name__=\"LayoutProvider\"},\n",
" function _(t,a,r){var o=t(113),i=t(333),n=t(121),u=function(t){function a(a){return t.call(this,a)||this}return o.__extends(a,t),a.init_StaticLayoutProvider=function(){this.define({graph_layout:[n.Any,{}]})},a.prototype.get_node_coordinates=function(t){for(var a=[],r=[],o=t.data.index,i=0,n=o.length;i<n;i++){var u=this.graph_layout[o[i]],e=null!=u?u:[NaN,NaN],s=e[0],d=e[1];a.push(s),r.push(d)}return[a,r]},a.prototype.get_edge_coordinates=function(t){for(var a,r,o=[],i=[],n=t.data.start,u=t.data.end,e=null!=t.data.xs&&null!=t.data.ys,s=0,d=n.length;s<d;s++){var h=null!=this.graph_layout[n[s]]&&null!=this.graph_layout[u[s]];if(e&&h)o.push(t.data.xs[s]),i.push(t.data.ys[s]);else{var l=void 0,_=void 0;h?(_=(a=[this.graph_layout[n[s]],this.graph_layout[u[s]]])[0],l=a[1]):(_=(r=[[NaN,NaN],[NaN,NaN]])[0],l=r[1]),o.push([_[0],l[0]]),i.push([_[1],l[1]])}}return[o,i]},a}(i.LayoutProvider);r.StaticLayoutProvider=u,u.__name__=\"StaticLayoutProvider\",u.init_StaticLayoutProvider()},\n",
" function _(i,r,d){var n=i(336);d.Grid=n.Grid},\n",
" function _(e,i,n){var r=e(113),t=e(244),o=e(121),a=e(109),_=function(e){function i(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(i,e),Object.defineProperty(i.prototype,\"_x_range_name\",{get:function(){return this.model.x_range_name},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"_y_range_name\",{get:function(){return this.model.y_range_name},enumerable:!0,configurable:!0}),i.prototype.render=function(){if(this.model.visible){var e=this.plot_view.canvas_view.ctx;e.save(),this._draw_regions(e),this._draw_minor_grids(e),this._draw_grids(e),e.restore()}},i.prototype.connect_signals=function(){var i=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return i.request_render()})},i.prototype._draw_regions=function(e){var i=this;if(this.visuals.band_fill.doit||this.visuals.band_hatch.doit){this.visuals.band_fill.set_value(e);for(var n=this.grid_coords(\"major\",!1),r=n[0],t=n[1],o=function(n){if(n%2!=1)return\"continue\";var o=a.plot_view.map_to_screen(r[n],t[n],a._x_range_name,a._y_range_name),_=o[0],s=o[1],d=a.plot_view.map_to_screen(r[n+1],t[n+1],a._x_range_name,a._y_range_name),l=d[0],h=d[1];a.visuals.band_fill.doit&&e.fillRect(_[0],s[0],l[1]-_[0],h[1]-s[0]),a.visuals.band_hatch.doit2(e,n,function(){e.fillRect(_[0],s[0],l[1]-_[0],h[1]-s[0])},function(){return i.request_render()})},a=this,_=0;_<r.length-1;_++)o(_)}},i.prototype._draw_grids=function(e){if(this.visuals.grid_line.doit){var i=this.grid_coords(\"major\"),n=i[0],r=i[1];this._draw_grid_helper(e,this.visuals.grid_line,n,r)}},i.prototype._draw_minor_grids=function(e){if(this.visuals.minor_grid_line.doit){var i=this.grid_coords(\"minor\"),n=i[0],r=i[1];this._draw_grid_helper(e,this.visuals.minor_grid_line,n,r)}},i.prototype._draw_grid_helper=function(e,i,n,r){i.set_value(e);for(var t=0;t<n.length;t++){var o=this.plot_view.map_to_screen(n[t],r[t],this._x_range_name,this._y_range_name),a=o[0],_=o[1];e.beginPath(),e.moveTo(Math.round(a[0]),Math.round(_[0]));for(var s=1;s<a.length;s++)e.lineTo(Math.round(a[s]),Math.round(_[s]));e.stroke()}},i.prototype.ranges=function(){var e=this.model.dimension,i=(e+1)%2,n=this.plot_view.frame,r=[n.x_ranges[this.model.x_range_name],n.y_ranges[this.model.y_range_name]];return[r[e],r[i]]},i.prototype.computed_bounds=function(){var e,i,n,r=this.ranges()[0],t=this.model.bounds,o=[r.min,r.max];if(a.isArray(t))i=Math.min(t[0],t[1]),n=Math.max(t[0],t[1]),i<o[0]&&(i=o[0]),n>o[1]&&(n=o[1]);else{i=o[0],n=o[1];for(var _=0,s=this.plot_view.axis_views;_<s.length;_++){var d=s[_];d.dimension==this.model.dimension&&d.model.x_range_name==this.model.x_range_name&&d.model.y_range_name==this.model.y_range_name&&(i=(e=d.computed_bounds)[0],n=e[1])}}return[i,n]},i.prototype.grid_coords=function(e,i){var n;void 0===i&&(i=!0);var r=this.model.dimension,t=(r+1)%2,o=this.ranges(),a=o[0],_=o[1],s=this.computed_bounds(),d=s[0],l=s[1];d=(n=[Math.min(d,l),Math.max(d,l)])[0],l=n[1];var h=this.model.ticker.get_ticks(d,l,a,_.min,{})[e],u=a.min,m=a.max,g=_.min,c=_.max,p=[[],[]];i||(h[0]!=u&&h.splice(0,0,u),h[h.length-1]!=m&&h.push(m));for(var f=0;f<h.length;f++)if(h[f]!=u&&h[f]!=m||!i){for(var v=[],y=[],b=0;b<2;b++){var w=g+(c-g)/1*b;v.push(h[f]),y.push(w)}p[r].push(v),p[t].push(y)}return p},i}(t.GuideRendererView);n.GridView=_,_.__name__=\"GridView\";var s=function(e){function i(i){return e.call(this,i)||this}return r.__extends(i,e),i.init_Grid=function(){this.prototype.default_view=_,this.mixins([\"line:grid_\",\"line:minor_grid_\",\"fill:band_\",\"hatch:band_\"]),this.define({bounds:[o.Any,\"auto\"],dimension:[o.Any,0],ticker:[o.Instance],x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"]}),this.override({level:\"underlay\",band_fill_color:null,band_fill_alpha:0,grid_line_color:\"#e5e5e5\",minor_grid_line_color:null})},i}(t.GuideRenderer);n.Grid=s,s.__name__=\"Grid\",s.init_Grid()},\n",
" function _(a,o,r){var v=a(338);r.Box=v.Box;var x=a(340);r.Column=x.Column;var B=a(341);r.GridBox=B.GridBox;var e=a(342);r.HTMLBox=e.HTMLBox;var n=a(339);r.LayoutDOM=n.LayoutDOM;var i=a(343);r.Row=i.Row;var t=a(344);r.Spacer=t.Spacer;var u=a(345);r.Panel=u.Panel,r.Tabs=u.Tabs;var d=a(349);r.WidgetBox=d.WidgetBox},\n",
" function _(n,t,e){var i=n(113),o=n(339),r=n(121),c=function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(t,n),t.prototype.connect_signals=function(){var t=this;n.prototype.connect_signals.call(this),this.connect(this.model.properties.children.change,function(){return t.rebuild()})},Object.defineProperty(t.prototype,\"child_models\",{get:function(){return this.model.children},enumerable:!0,configurable:!0}),t}(o.LayoutDOMView);e.BoxView=c,c.__name__=\"BoxView\";var u=function(n){function t(t){return n.call(this,t)||this}return i.__extends(t,n),t.init_Box=function(){this.define({children:[r.Array,[]],spacing:[r.Number,0]})},t}(o.LayoutDOM);e.Box=u,u.__name__=\"Box\",u.init_Box()},\n",
" function _(t,i,e){var o=t(113),n=t(166),s=t(163),l=t(167),r=t(109),h=t(121),a=t(194),_=t(161),u=t(164),d=function(t){function i(){var i=t.apply(this,arguments)||this;return i._idle_notified=!1,i._offset_parent=null,i._viewport={},i}return o.__extends(i,t),i.prototype.initialize=function(){t.prototype.initialize.call(this),this.el.style.position=this.is_root?\"relative\":\"absolute\",this._child_views={},this.build_child_views()},i.prototype.remove=function(){for(var i=0,e=this.child_views;i<e.length;i++){e[i].remove()}this._child_views={},t.prototype.remove.call(this)},i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.is_root&&(this._on_resize=function(){return i.resize_layout()},window.addEventListener(\"resize\",this._on_resize),this._parent_observer=setInterval(function(){var t=i.el.offsetParent;i._offset_parent!=t&&(i._offset_parent=t,null!=t&&(i.compute_viewport(),i.invalidate_layout()))},250));var e=this.model.properties;this.on_change([e.width,e.height,e.min_width,e.min_height,e.max_width,e.max_height,e.margin,e.width_policy,e.height_policy,e.sizing_mode,e.aspect_ratio,e.visible],function(){return i.invalidate_layout()}),this.on_change([e.background,e.css_classes],function(){return i.invalidate_render()})},i.prototype.disconnect_signals=function(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener(\"resize\",this._on_resize),t.prototype.disconnect_signals.call(this)},i.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(this.model.css_classes)},Object.defineProperty(i.prototype,\"child_views\",{get:function(){var t=this;return this.child_models.map(function(i){return t._child_views[i.id]})},enumerable:!0,configurable:!0}),i.prototype.build_child_views=function(){a.build_views(this._child_views,this.child_models,{parent:this})},i.prototype.render=function(){var i;t.prototype.render.call(this),s.empty(this.el);var e=this.model.background;this.el.style.backgroundColor=null!=e?e:\"\",(i=s.classes(this.el).clear()).add.apply(i,this.css_classes());for(var o=0,n=this.child_views;o<n.length;o++){var l=n[o];this.el.appendChild(l.el),l.render()}},i.prototype.update_layout=function(){for(var t=0,i=this.child_views;t<i.length;t++){i[t].update_layout()}this._update_layout()},i.prototype.update_position=function(){this.el.style.display=this.model.visible?\"block\":\"none\";var t=this.is_root?this.layout.sizing.margin:void 0;s.position(this.el,this.layout.bbox,t);for(var i=0,e=this.child_views;i<e.length;i++){e[i].update_position()}},i.prototype.after_layout=function(){for(var t=0,i=this.child_views;t<i.length;t++){i[t].after_layout()}this._has_finished=!0},i.prototype.compute_viewport=function(){this._viewport=this._viewport_size()},i.prototype.renderTo=function(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build()},i.prototype.build=function(){return this.assert_root(),this.render(),this.update_layout(),this.compute_layout(),this},i.prototype.rebuild=function(){this.build_child_views(),this.invalidate_render()},i.prototype.compute_layout=function(){var t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),l.logger.debug(\"layout computed in \"+(Date.now()-t)+\" ms\"),this.notify_finished()},i.prototype.resize_layout=function(){this.root.compute_viewport(),this.root.compute_layout()},i.prototype.invalidate_layout=function(){this.root.update_layout(),this.root.compute_layout()},i.prototype.invalidate_render=function(){this.render(),this.invalidate_layout()},i.prototype.has_finished=function(){if(!t.prototype.has_finished.call(this))return!1;for(var i=0,e=this.child_views;i<e.length;i++){if(!e[i].has_finished())return!1}return!0},i.prototype.notify_finished=function(){this.is_root?!this._idle_notified&&this.has_finished()&&null!=this.model.document&&(this._idle_notified=!0,this.model.document.notify_idle(this.model)):this.root.notify_finished()},i.prototype._width_policy=function(){return null!=this.model.width?\"fixed\":\"fit\"},i.prototype._height_policy=function(){return null!=this.model.height?\"fixed\":\"fit\"},i.prototype.box_sizing=function(){var t=this.model,i=t.width_policy,e=t.height_policy,o=t.aspect_ratio;\"auto\"==i&&(i=this._width_policy()),\"auto\"==e&&(e=this._height_policy());var n=this.model.sizing_mode;if(null!=n)if(\"fixed\"==n)i=e=\"fixed\";else if(\"stretch_both\"==n)i=e=\"max\";else if(\"stretch_width\"==n)i=\"max\";else if(\"stretch_height\"==n)e=\"max\";else switch(null==o&&(o=\"auto\"),n){case\"scale_width\":i=\"max\",e=\"min\";break;case\"scale_height\":i=\"min\",e=\"max\";break;case\"scale_both\":i=\"max\",e=\"max\";break;default:throw new Error(\"unreachable\")}var s={width_policy:i,height_policy:e},l=this.model,h=l.min_width,a=l.min_height;null!=h&&(s.min_width=h),null!=a&&(s.min_height=a);var _=this.model,u=_.width,d=_.height;null!=u&&(s.width=u),null!=d&&(s.height=d);var c=this.model,p=c.max_width,f=c.max_height;null!=p&&(s.max_width=p),null!=f&&(s.max_height=f),\"auto\"==o&&null!=u&&null!=d?s.aspect=u/d:r.isNumber(o)&&(s.aspect=o);var m=this.model.margin;if(null!=m)if(r.isNumber(m))s.margin={top:m,right:m,bottom:m,left:m};else if(2==m.length){var y=m[0],v=m[1];s.margin={top:y,right:v,bottom:y,left:v}}else{var g=m[0],b=m[1],w=m[2],x=m[3];s.margin={top:g,right:b,bottom:w,left:x}}s.visible=this.model.visible;var z=this.model.align;return r.isArray(z)?(s.halign=z[0],s.valign=z[1]):s.halign=s.valign=z,s},i.prototype._viewport_size=function(){var t=this;return s.undisplayed(this.el,function(){for(var i=t.el;i=i.parentElement;)if(!i.classList.contains(u.bk_root)){if(i==document.body){var e=s.extents(document.body).margin,o=e.left,n=e.right,l=e.top,r=e.bottom;return{width:Math.ceil(document.documentElement.clientWidth-o-n),height:Math.ceil(document.documentElement.clientHeight-l-r)}}var h=s.extents(i).padding,a=h.left,_=h.right,d=h.top,c=h.bottom,p=i.getBoundingClientRect(),f=p.width,m=p.height,y=Math.ceil(f-a-_),v=Math.ceil(m-d-c);if(y>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;t<i.length;t++){var n=i[t],o=n[0],e=n[1],s=n[2],l=n[3],u=n[4],a=this._child_views[o.id];this.layout.items.push({layout:a.layout,row:e,col:s,row_span:l,col_span:u})}this.layout.set_sizing(this.box_sizing())},i}(e.LayoutDOMView);n.GridBoxView=l,l.__name__=\"GridBoxView\";var u=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_GridBox=function(){this.prototype.default_view=l,this.define({children:[s.Array,[]],rows:[s.Any,\"auto\"],cols:[s.Any,\"auto\"],spacing:[s.Any,0]})},i}(e.LayoutDOM);n.GridBox=u,u.__name__=\"GridBox\",u.init_GridBox()},\n",
" function _(t,n,e){var o=t(113),i=t(339),u=t(282),r=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),Object.defineProperty(n.prototype,\"child_models\",{get:function(){return[]},enumerable:!0,configurable:!0}),n.prototype._update_layout=function(){this.layout=new u.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())},n}(i.LayoutDOMView);e.HTMLBoxView=r,r.__name__=\"HTMLBoxView\";var _=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n}(i.LayoutDOM);e.HTMLBox=_,_.__name__=\"HTMLBox\"},\n",
" function _(t,i,n){var o=t(113),e=t(338),s=t(286),u=t(121),_=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(i,t),i.prototype._update_layout=function(){var t=this.child_views.map(function(t){return t.layout});this.layout=new s.Row(t),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())},i}(e.BoxView);n.RowView=_,_.__name__=\"RowView\";var a=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_Row=function(){this.prototype.default_view=_,this.define({cols:[u.Any,\"auto\"]})},i}(e.Box);n.Row=a,a.__name__=\"Row\",a.init_Row()},\n",
" function _(t,e,n){var i=t(113),r=t(339),o=t(282),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),Object.defineProperty(e.prototype,\"child_models\",{get:function(){return[]},enumerable:!0,configurable:!0}),e.prototype._update_layout=function(){this.layout=new o.LayoutItem,this.layout.set_sizing(this.box_sizing())},e}(r.LayoutDOMView);n.SpacerView=u,u.__name__=\"SpacerView\";var a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Spacer=function(){this.prototype.default_view=u},e}(r.LayoutDOM);n.Spacer=a,a.__name__=\"Spacer\",a.init_Spacer()},\n",
" function _(e,t,i){var a=e(113),s=e(282),l=e(163),r=e(110),n=e(121),h=e(339),o=e(166),c=e(240),d=e(346),_=e(347),u=e(348),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return a.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.tabs.change,function(){return t.rebuild()}),this.connect(this.model.properties.active.change,function(){return t.on_active_change()})},Object.defineProperty(t.prototype,\"child_models\",{get:function(){return this.model.tabs.map(function(e){return e.child})},enumerable:!0,configurable:!0}),t.prototype._update_layout=function(){var e=this.model.tabs_location,t=\"above\"==e||\"below\"==e,i=this.scroll_el,n=this.headers_el;this.header=new(function(e){function s(){return null!==e&&e.apply(this,arguments)||this}return a.__extends(s,e),s.prototype._measure=function(a){var s=l.size(i),h=l.children(n).slice(0,3).map(function(e){return l.size(e)}),o=e.prototype._measure.call(this,a),c=o.width,d=o.height;if(t){var _=s.width+r.sum(h.map(function(e){return e.width}));return{width:a.width!=1/0?a.width:_,height:d}}var u=s.height+r.sum(h.map(function(e){return e.height}));return{width:c,height:a.height!=1/0?a.height:u}},s}(s.ContentBox))(this.header_el),t?this.header.set_sizing({width_policy:\"fit\",height_policy:\"fixed\"}):this.header.set_sizing({width_policy:\"fixed\",height_policy:\"fit\"});var h=1,o=1;switch(e){case\"above\":h-=1;break;case\"below\":h+=1;break;case\"left\":o-=1;break;case\"right\":o+=1}var c={layout:this.header,row:h,col:o},d=this.child_views.map(function(e){return{layout:e.layout,row:1,col:1}});this.layout=new s.Grid(a.__spreadArrays([c],d)),this.layout.set_sizing(this.box_sizing())},t.prototype.update_position=function(){e.prototype.update_position.call(this),this.header_el.style.position=\"absolute\",l.position(this.header_el,this.header.bbox);var t=this.model.tabs_location,i=\"above\"==t||\"below\"==t,a=l.size(this.scroll_el),s=l.scroll_size(this.headers_el);if(i){var r=this.header.bbox.width;s.width>r?(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;o<c.length;o++){var d=c[o];l.hide(d.el)}var _=h[this.model.active];null!=_&&l.show(_.el)},t.prototype.render=function(){var t=this;e.prototype.render.call(this);var i=this.model.active,a=this.model.tabs_location,s=\"above\"==a||\"below\"==a,n=this.model.tabs.map(function(e,a){var s=l.div({class:[d.bk_tab,a==i?c.bk_active:null]},e.title);if(s.addEventListener(\"click\",function(e){e.target==e.currentTarget&&t.change_active(a)}),e.closable){var n=l.div({class:d.bk_close});n.addEventListener(\"click\",function(e){if(e.target==e.currentTarget){t.model.tabs=r.remove_at(t.model.tabs,a);var i=t.model.tabs.length;t.model.active>i-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<a.length;i++){a[i].classList.remove(c.bk_active)}t[e].classList.add(c.bk_active);for(var s=this.child_views,r=0,n=s;r<n.length;r++){var h=n[r];l.hide(h.el)}l.show(s[e].el)},t}(h.LayoutDOMView);i.TabsView=p,p.__name__=\"TabsView\";var b=function(e){function t(t){return e.call(this,t)||this}return a.__extends(t,e),t.init_Tabs=function(){this.prototype.default_view=p,this.define({tabs:[n.Array,[]],tabs_location:[n.Location,\"above\"],active:[n.Number,0],callback:[n.Any]})},t}(h.LayoutDOM);i.Tabs=b,b.__name__=\"Tabs\",b.init_Tabs();var v=function(e){function t(t){return e.call(this,t)||this}return a.__extends(t,e),t.init_Panel=function(){this.define({title:[n.String,\"\"],child:[n.Instance],closable:[n.Boolean,!1]})},t}(o.Model);i.Panel=v,v.__name__=\"Panel\",v.init_Panel()},\n",
" function _(e,r,n){e(164),e(163).styles.append('.bk-root .bk-tabs-header {\\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 overflow: hidden;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-tabs-header .bk-btn-group {\\n height: auto;\\n margin-right: 5px;\\n}\\n.bk-root .bk-tabs-header .bk-btn-group > .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 <svg viewPort=\"0 0 10 10\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\">\\\\\\n <line x1=\"1\" y1=\"9\" x2=\"9\" y2=\"1\" stroke=\"gray\" stroke-width=\"2\"/>\\\\\\n <line x1=\"1\" y1=\"1\" x2=\"9\" y2=\"9\" stroke=\"gray\" stroke-width=\"2\"/>\\\\\\n </svg>\\');\\n}\\n.bk-root .bk-close:hover {\\n background-image: url(\\'data:image/svg+xml;utf8,\\\\\\n <svg viewPort=\"0 0 10 10\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\">\\\\\\n <line x1=\"1\" y1=\"9\" x2=\"9\" y2=\"1\" stroke=\"red\" stroke-width=\"2\"/>\\\\\\n <line x1=\"1\" y1=\"1\" x2=\"9\" y2=\"9\" stroke=\"red\" stroke-width=\"2\"/>\\\\\\n </svg>\\');\\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<i;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=r,e.cat_v_compute=function(n,t,e,u,f,o,c){for(var a=function(a,v){var _=n[a],g=void 0;l.isString(_)?g=i.index_of(t,_):(null!=f?_=null!=o?_.slice(f,o):_.slice(f):null!=o&&(_=_.slice(0,o)),g=1==_.length?i.index_of(t,_[0]):i.find_index(t,function(n){return r(n,_)}));var d=void 0;d=g<0||g>=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<c;p++){var M=o[p];if(isNaN(M))l[p]=e;else if(M>_)l[p]=null!=a?a:n[g];else if(M!=_)if(M<s)l[p]=null!=h?h:n[0];else{var v=i(M)-i(s),m=Math.floor(v*f);m>g&&(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;_<h.length;_++){var x=h[_];if(!isNaN(i[x]+s[x]+n[x]+a[x])){var o=n[x]/2;e.beginPath(),e.translate(i[x],s[x]),a[x]&&e.rotate(a[x]),this._render_one(e,x,o,this.visuals.line,this.visuals.fill),a[x]&&e.rotate(-a[x]),e.translate(-i[x],-s[x])}}},t.prototype._mask_data=function(){var e=this.renderer.plot_view.frame.bbox.h_range,t=e.start-this.max_size,r=e.end+this.max_size,i=this.renderer.xscale.r_invert(t,r),s=i[0],n=i[1],a=this.renderer.plot_view.frame.bbox.v_range,_=a.start-this.max_size,h=a.end+this.max_size,x=this.renderer.yscale.r_invert(_,h),o=x[0],y=x[1];return this.index.indices({x0:s,x1:n,y0:o,y1:y})},t.prototype._hit_point=function(e){for(var t=e.sx,r=e.sy,i=t-this.max_size,s=t+this.max_size,a=this.renderer.xscale.r_invert(i,s),_=a[0],h=a[1],x=r-this.max_size,o=r+this.max_size,y=this.renderer.yscale.r_invert(x,o),l=y[0],c=y[1],d=[],u=0,v=this.index.indices({x0:_,x1:h,y0:l,y1:c});u<v.length;u++){var p=v[u],f=this._size[p]/2,m=Math.abs(this.sx[p]-t)+Math.abs(this.sy[p]-r);Math.abs(this.sx[p]-t)<=f&&Math.abs(this.sy[p]-r)<=f&&d.push([p,m])}return n.create_hit_test_result_from_hits(d)},t.prototype._hit_span=function(e){var t,r,i,s,a,_,h=e.sx,x=e.sy,o=this.bounds(),y=this.max_size/2,l=n.create_empty_hit_test_result();if(\"h\"==e.direction){a=o.y0,_=o.y1;var c=h-y,d=h+y;i=(t=this.renderer.xscale.r_invert(c,d))[0],s=t[1]}else{i=o.x0,s=o.x1;var u=x-y,v=x+y;a=(r=this.renderer.yscale.r_invert(u,v))[0],_=r[1]}var p=this.index.indices({x0:i,x1:s,y0:a,y1:_});return l.indices=p,l},t.prototype._hit_rect=function(e){var t=e.sx0,r=e.sx1,i=e.sy0,s=e.sy1,a=this.renderer.xscale.r_invert(t,r),_=a[0],h=a[1],x=this.renderer.yscale.r_invert(i,s),o=x[0],y=x[1],l=n.create_empty_hit_test_result();return l.indices=this.index.indices({x0:_,x1:h,y0:o,y1:y}),l},t.prototype._hit_poly=function(e){for(var t=e.sx,r=e.sy,i=_.range(0,this.sx.length),s=[],a=0,h=i.length;a<h;a++){var x=i[a];n.point_in_poly(this.sx[a],this.sy[a],t,r)&&s.push(x)}var o=n.create_empty_hit_test_result();return o.indices=s,o},t.prototype.draw_legend_for_index=function(e,t,r){var i=t.x0,s=t.x1,n=t.y0,a=t.y1,_=r+1,h=new Array(_);h[r]=(i+s)/2;var x=new Array(_);x[r]=(n+a)/2;var o=new Array(_);o[r]=.4*Math.min(Math.abs(s-i),Math.abs(a-n));var y=new Array(_);y[r]=0,this._render(e,[r],{sx:h,sy:x,_size:o,_angle:y})},t}(s.XYGlyphView);r.MarkerView=h,h.__name__=\"MarkerView\";var x=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Marker=function(){this.mixins([\"line\",\"fill\"]),this.define({size:[a.DistanceSpec,{units:\"screen\",value:4}],angle:[a.AngleSpec,0]})},t}(s.XYGlyph);r.Marker=x,x.__name__=\"Marker\",x.init_Marker()},\n",
" function _(r,e,t){var a=r(113),n=r(358),i=r(357),_=r(121),s=function(r){function e(){return null!==r&&r.apply(this,arguments)||this}return a.__extends(e,r),e.prototype._render=function(r,e,t){for(var a=t.sx,n=t.sy,_=t._size,s=t._angle,l=t._marker,c=0,u=e;c<u.length;c++){var o=u[c];if(!isNaN(a[o]+n[o]+_[o]+s[o])&&null!=l[o]){var f=_[o]/2;r.beginPath(),r.translate(a[o],n[o]),s[o]&&r.rotate(s[o]),i.marker_funcs[l[o]](r,o,f,this.visuals.line,this.visuals.fill),s[o]&&r.rotate(-s[o]),r.translate(-a[o],-n[o])}}},e.prototype.draw_legend_for_index=function(r,e,t){var a=e.x0,n=e.x1,i=e.y0,_=e.y1,s=t+1,l=new Array(s);l[t]=(a+n)/2;var c=new Array(s);c[t]=(i+_)/2;var u=new Array(s);u[t]=.4*Math.min(Math.abs(n-a),Math.abs(_-i));var o=new Array(s);o[t]=0;var f=new Array(s);f[t]=this._marker[t],this._render(r,[t],{sx:l,sy:c,_size:u,_angle:o,_marker:f})},e}(n.MarkerView);t.ScatterView=s,s.__name__=\"ScatterView\";var l=function(r){function e(e){return r.call(this,e)||this}return a.__extends(e,r),e.init_Scatter=function(){this.prototype.default_view=s,this.define({marker:[_.MarkerSpec,{value:\"circle\"}]})},e}(n.Marker);t.Scatter=l,l.__name__=\"Scatter\",l.init_Scatter()},\n",
" function _(a,p,o){var t=a(361);o.MapOptions=t.MapOptions;var n=a(361);o.GMapOptions=n.GMapOptions;var M=a(361);o.GMapPlot=M.GMapPlot;var i=a(362);o.Plot=i.Plot},\n",
" function _(t,n,i){var e=t(113),o=t(167),a=t(362),r=t(121),p=t(166),s=t(225),_=t(382);i.GMapPlotView=_.GMapPlotView;var l=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_MapOptions=function(){this.define({lat:[r.Number],lng:[r.Number],zoom:[r.Number,12]})},n}(p.Model);i.MapOptions=l,l.__name__=\"MapOptions\",l.init_MapOptions();var u=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_GMapOptions=function(){this.define({map_type:[r.String,\"roadmap\"],scale_control:[r.Boolean,!1],styles:[r.String],tilt:[r.Int,45]})},n}(l);i.GMapOptions=u,u.__name__=\"GMapOptions\",u.init_GMapOptions();var c=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_GMapPlot=function(){this.prototype.default_view=_.GMapPlotView,this.define({map_options:[r.Instance],api_key:[r.String]}),this.override({x_range:function(){return new s.Range1d},y_range:function(){return new s.Range1d}})},n.prototype.initialize=function(){t.prototype.initialize.call(this),this.use_map=!0,this.api_key||o.logger.error(\"api_key is required. See https://developers.google.com/maps/documentation/javascript/get-api-key for more information on how to obtain your own.\")},n}(a.Plot);i.GMapPlot=c,c.__name__=\"GMapPlot\",c.init_GMapPlot()},\n",
" function _(t,e,r){var n=t(113),o=t(121),i=t(116),a=t(110),l=t(125),u=t(109),s=t(339),c=t(236),h=t(215),_=t(363),d=t(170),f=t(175),b=t(280),p=t(375);r.PlotView=p.PlotView;var g=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Plot=function(){this.prototype.default_view=p.PlotView,this.mixins([\"line:outline_\",\"fill:background_\",\"fill:border_\"]),this.define({toolbar:[o.Instance,function(){return new _.Toolbar}],toolbar_location:[o.Location,\"right\"],toolbar_sticky:[o.Boolean,!0],plot_width:[o.Number,600],plot_height:[o.Number,600],frame_width:[o.Number,null],frame_height:[o.Number,null],title:[o.Any,function(){return new c.Title({text:\"\"})}],title_location:[o.Location,\"above\"],above:[o.Array,[]],below:[o.Array,[]],left:[o.Array,[]],right:[o.Array,[]],center:[o.Array,[]],renderers:[o.Array,[]],x_range:[o.Instance,function(){return new b.DataRange1d}],extra_x_ranges:[o.Any,{}],y_range:[o.Instance,function(){return new b.DataRange1d}],extra_y_ranges:[o.Any,{}],x_scale:[o.Instance,function(){return new h.LinearScale}],y_scale:[o.Instance,function(){return new h.LinearScale}],lod_factor:[o.Number,10],lod_interval:[o.Number,300],lod_threshold:[o.Number,2e3],lod_timeout:[o.Number,500],hidpi:[o.Boolean,!0],output_backend:[o.OutputBackend,\"canvas\"],min_border:[o.Number,5],min_border_top:[o.Number,null],min_border_left:[o.Number,null],min_border_bottom:[o.Number,null],min_border_right:[o.Number,null],inner_width:[o.Number],inner_height:[o.Number],outer_width:[o.Number],outer_height:[o.Number],match_aspect:[o.Boolean,!1],aspect_scale:[o.Number,1],reset_policy:[o.ResetPolicy,\"standard\"]}),this.override({outline_line_color:\"#e5e5e5\",border_fill_color:\"#ffffff\",background_fill_color:\"#ffffff\"})},Object.defineProperty(e.prototype,\"width\",{get:function(){var t=this.getv(\"width\");return null!=t?t:this.plot_width},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"height\",{get:function(){var t=this.getv(\"height\");return null!=t?t:this.plot_height},enumerable:!0,configurable:!0}),e.prototype._doc_attached=function(){t.prototype._doc_attached.call(this),this._tell_document_about_change(\"inner_height\",null,this.inner_height,{}),this._tell_document_about_change(\"inner_width\",null,this.inner_width,{})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.reset=new i.Signal0(this,\"reset\");for(var e=0,r=l.values(this.extra_x_ranges).concat(this.x_range);e<r.length;e++){var n=r[e],o=n.plots;u.isArray(o)&&(o=o.concat(this),n.setv({plots:o},{silent:!0}))}for(var a=0,s=l.values(this.extra_y_ranges).concat(this.y_range);a<s.length;a++){var c=s[a];o=c.plots;u.isArray(o)&&(o=o.concat(this),c.setv({plots:o},{silent:!0}))}},e.prototype.add_layout=function(t,e){void 0===e&&(e=\"center\"),this.getv(e).push(t)},e.prototype.remove_layout=function(t){var e=function(e){a.remove_by(e,function(e){return e==t})};e(this.left),e(this.right),e(this.above),e(this.below),e(this.center)},e.prototype.add_renderers=function(){for(var t=[],e=0;e<arguments.length;e++)t[e]=arguments[e];this.renderers=this.renderers.concat(t)},e.prototype.add_glyph=function(t,e,r){void 0===e&&(e=new d.ColumnDataSource),void 0===r&&(r={});var n=Object.assign(Object.assign({},r),{data_source:e,glyph:t}),o=new f.GlyphRenderer(n);return this.add_renderers(o),o},e.prototype.add_tools=function(){for(var t=[],e=0;e<arguments.length;e++)t[e]=arguments[e];this.toolbar.tools=this.toolbar.tools.concat(t)},Object.defineProperty(e.prototype,\"panels\",{get:function(){return this.side_panels.concat(this.center)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"side_panels\",{get:function(){var t=this.above,e=this.below,r=this.left,n=this.right;return a.concat([t,e,r,n])},enumerable:!0,configurable:!0}),e}(s.LayoutDOM);r.Plot=g,g.__name__=\"Plot\",g.init_Plot()},\n",
" function _(t,i,e){var n=t(113),s=t(121),o=t(109),a=t(110),c=t(364),r=t(369),l=function(t){switch(t){case\"tap\":return\"active_tap\";case\"pan\":return\"active_drag\";case\"pinch\":case\"scroll\":return\"active_scroll\";case\"multi\":return\"active_multi\"}return null},h=function(t){return\"tap\"==t||\"pan\"==t},u=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Toolbar=function(){this.prototype.default_view=r.ToolbarBaseView,this.define({active_drag:[s.Any,\"auto\"],active_inspect:[s.Any,\"auto\"],active_scroll:[s.Any,\"auto\"],active_tap:[s.Any,\"auto\"],active_multi:[s.Any,null]})},i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.properties.tools.change,function(){return i._init_tools()})},i.prototype._init_tools=function(){var i=this;if(t.prototype._init_tools.call(this),\"auto\"==this.active_inspect);else if(this.active_inspect instanceof c.InspectTool){for(var e=!1,n=0,s=this.inspectors;n<s.length;n++){(_=s[n])!=this.active_inspect?_.active=!1:e=!0}e||(this.active_inspect=null)}else if(o.isArray(this.active_inspect)){var r=a.intersection(this.active_inspect,this.inspectors);r.length!=this.active_inspect.length&&(this.active_inspect=r);for(var u=0,v=this.inspectors;u<v.length;u++){var _=v[u];a.includes(this.active_inspect,_)||(_.active=!1)}}else if(null==this.active_inspect)for(var p=0,f=this.inspectors;p<f.length;p++){(_=f[p]).active=!1}var g=function(t){t.active?i._active_change(t):t.active=!0};for(var y in this.gestures){(m=this.gestures[y]).tools=a.sort_by(m.tools,function(t){return t.default_order});for(var d=0,b=m.tools;d<b.length;d++){var T=b[d];this.connect(T.properties.active.change,this._active_change.bind(this,T))}}for(var y in this.gestures){var A=l(y);if(A){var m,w=this[A];if(\"auto\"==w)0!=(m=this.gestures[y]).tools.length&&h(y)&&g(m.tools[0]);else null!=w&&(a.includes(this.tools,w)?g(w):this[A]=null)}}},i}(r.ToolbarBase);e.Toolbar=u,u.__name__=\"Toolbar\",u.init_Toolbar()},\n",
" function _(t,n,e){var o=t(113),i=t(365),_=t(368),l=t(121),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n}(i.ButtonToolView);e.InspectToolView=s,s.__name__=\"InspectToolView\";var u=function(t){function n(n){var e=t.call(this,n)||this;return e.event_type=\"move\",e}return o.__extends(n,t),n.init_InspectTool=function(){this.prototype.button_view=_.OnOffButtonView,this.define({toggleable:[l.Boolean,!0]}),this.override({active:!0})},n}(i.ButtonTool);e.InspectTool=u,u.__name__=\"InspectTool\",u.init_InspectTool()},\n",
" function _(t,n,e){var o=t(113),i=t(161),r=t(366),l=t(163),u=t(121),s=t(127),c=t(109),a=t(367),_=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n.prototype.initialize=function(){var n=this;t.prototype.initialize.call(this),this.connect(this.model.change,function(){return n.render()}),this.el.addEventListener(\"click\",function(){return n._clicked()}),this.render()},n.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(a.bk_toolbar_button)},n.prototype.render=function(){l.empty(this.el);var t=this.model.computed_icon;c.isString(t)&&(s.startsWith(t,\"data:image\")?this.el.style.backgroundImage=\"url('\"+t+\"')\":this.el.classList.add(t)),this.el.title=this.model.tooltip},n}(i.DOMView);e.ButtonToolButtonView=_,_.__name__=\"ButtonToolButtonView\";var p=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n}(r.ToolView);e.ButtonToolView=p,p.__name__=\"ButtonToolView\";var h=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n.init_ButtonTool=function(){this.internal({disabled:[u.Boolean,!1]})},Object.defineProperty(n.prototype,\"tooltip\",{get:function(){return this.tool_name},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"computed_icon\",{get:function(){return this.icon},enumerable:!0,configurable:!0}),n}(r.Tool);e.ButtonTool=h,h.__name__=\"ButtonTool\",h.init_ButtonTool()},\n",
" function _(t,e,n){var o=t(113),i=t(121),r=t(162),a=t(110),c=t(166),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(e,t),Object.defineProperty(e.prototype,\"plot_view\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"plot_model\",{get:function(){return this.parent.model},enumerable:!0,configurable:!0}),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){e.model.active?e.activate():e.deactivate()})},e.prototype.activate=function(){},e.prototype.deactivate=function(){},e}(r.View);n.ToolView=u,u.__name__=\"ToolView\";var l=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_Tool=function(){this.internal({active:[i.Boolean,!1]})},Object.defineProperty(e.prototype,\"synthetic_renderers\",{get:function(){return[]},enumerable:!0,configurable:!0}),e.prototype._get_dim_tooltip=function(t,e){switch(e){case\"width\":return t+\" (x-axis)\";case\"height\":return t+\" (y-axis)\";case\"both\":return t}},e.prototype._get_dim_limits=function(t,e,n,o){var i,r=t[0],c=t[1],u=e[0],l=e[1],s=n.bbox.h_range;\"width\"==o||\"both\"==o?(i=[a.min([r,u]),a.max([r,u])],i=[a.max([i[0],s.start]),a.min([i[1],s.end])]):i=[s.start,s.end];var p,_=n.bbox.v_range;return\"height\"==o||\"both\"==o?(p=[a.min([c,l]),a.max([c,l])],p=[a.max([p[0],_.start]),a.min([p[1],_.end])]):p=[_.start,_.end],[i,p]},e}(c.Model);n.Tool=l,l.__name__=\"Tool\",l.init_Tool()},\n",
" function _(o,b,t){o(164),o(163).styles.append('.bk-root .bk-toolbar-hidden {\\n visibility: hidden;\\n opacity: 0;\\n transition: visibility 0.3s linear, opacity 0.3s linear;\\n}\\n.bk-root .bk-toolbar,\\n.bk-root .bk-button-bar {\\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 user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-toolbar .bk-logo {\\n flex-shrink: 0;\\n -webkit-flex-shrink: 0;\\n}\\n.bk-root .bk-toolbar.bk-above,\\n.bk-root .bk-toolbar.bk-below {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n justify-content: flex-end;\\n -webkit-justify-content: flex-end;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-button-bar,\\n.bk-root .bk-toolbar.bk-below .bk-button-bar {\\n display: flex;\\n display: -webkit-flex;\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-logo,\\n.bk-root .bk-toolbar.bk-below .bk-logo {\\n order: 1;\\n -webkit-order: 1;\\n margin-left: 5px;\\n margin-right: 0px;\\n}\\n.bk-root .bk-toolbar.bk-left,\\n.bk-root .bk-toolbar.bk-right {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n justify-content: flex-start;\\n -webkit-justify-content: flex-start;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-button-bar,\\n.bk-root .bk-toolbar.bk-right .bk-button-bar {\\n display: flex;\\n display: -webkit-flex;\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-logo,\\n.bk-root .bk-toolbar.bk-right .bk-logo {\\n order: 0;\\n -webkit-order: 0;\\n margin-bottom: 5px;\\n margin-top: 0px;\\n}\\n.bk-root .bk-toolbar-button {\\n width: 30px;\\n height: 30px;\\n background-size: 60%;\\n background-color: transparent;\\n background-repeat: no-repeat;\\n background-position: center center;\\n}\\n.bk-root .bk-toolbar-button:hover {\\n background-color: #f9f9f9;\\n}\\n.bk-root .bk-toolbar-button:focus {\\n outline: none;\\n}\\n.bk-root .bk-toolbar-button::-moz-focus-inner {\\n border: 0;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-toolbar-button {\\n border-bottom: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-toolbar-button.bk-active {\\n border-bottom-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-below .bk-toolbar-button {\\n border-top: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-below .bk-toolbar-button.bk-active {\\n border-top-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-right .bk-toolbar-button {\\n border-left: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-right .bk-toolbar-button.bk-active {\\n border-left-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-toolbar-button {\\n border-right: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-toolbar-button.bk-active {\\n border-right-color: #26aae1;\\n}\\n.bk-root .bk-button-bar + .bk-button-bar:before {\\n content: \" \";\\n display: inline-block;\\n background-color: lightgray;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-button-bar + .bk-button-bar:before,\\n.bk-root .bk-toolbar.bk-below .bk-button-bar + .bk-button-bar:before {\\n height: 10px;\\n width: 1px;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-button-bar + .bk-button-bar:before,\\n.bk-root .bk-toolbar.bk-right .bk-button-bar + .bk-button-bar:before {\\n height: 1px;\\n width: 10px;\\n}\\n'),t.bk_toolbar=\"bk-toolbar\",t.bk_toolbar_hidden=\"bk-toolbar-hidden\",t.bk_toolbar_button=\"bk-toolbar-button\",t.bk_button_bar=\"bk-button-bar\",t.bk_toolbar_button_custom_action=\"bk-toolbar-button-custom-action\"},\n",
" function _(t,e,i){var n=t(113),o=t(365),c=t(240),s=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.active?this.el.classList.add(c.bk_active):this.el.classList.remove(c.bk_active)},e.prototype._clicked=function(){var t=this.model.active;this.model.active=!t},e}(o.ButtonToolButtonView);i.OnOffButtonView=s,s.__name__=\"OnOffButtonView\"},\n",
" function _(t,o,e){var i=t(113),l=t(167),n=t(163),s=t(194),r=t(121),a=t(161),u=t(110),c=t(117),_=t(109),h=t(166),p=t(370),v=t(371),d=t(372),b=t(364),f=t(367),g=t(374),y=t(240),m=function(t){function o(o){return t.call(this,o)||this}return i.__extends(o,t),o.init_ToolbarViewModel=function(){this.define({_visible:[r.Any,null],autohide:[r.Boolean,!1]})},Object.defineProperty(o.prototype,\"visible\",{get:function(){return!this.autohide||null!=this._visible&&this._visible},enumerable:!0,configurable:!0}),o}(h.Model);e.ToolbarViewModel=m,m.__name__=\"ToolbarViewModel\",m.init_ToolbarViewModel();var w=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype.initialize=function(){t.prototype.initialize.call(this),this._tool_button_views={},this._build_tool_button_views(),this._toolbar_view_model=new m({autohide:this.model.autohide})},o.prototype.connect_signals=function(){var o=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.tools.change,function(){o._build_tool_button_views(),o.render()}),this.connect(this.model.properties.autohide.change,function(){o._toolbar_view_model.autohide=o.model.autohide,o._on_visible_change()}),this.connect(this._toolbar_view_model.properties._visible.change,function(){return o._on_visible_change()})},o.prototype.remove=function(){s.remove_views(this._tool_button_views),t.prototype.remove.call(this)},o.prototype._build_tool_button_views=function(){var t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;s.build_views(this._tool_button_views,t,{parent:this},function(t){return t.button_view})},o.prototype.set_visibility=function(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)},o.prototype._on_visible_change=function(){var t=this._toolbar_view_model.visible,o=f.bk_toolbar_hidden;this.el.classList.contains(o)&&t?this.el.classList.remove(o):t||this.el.classList.add(o)},o.prototype.render=function(){var t=this;if(n.empty(this.el),this.el.classList.add(f.bk_toolbar),this.el.classList.add(y.bk_side(this.model.toolbar_location)),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change(),null!=this.model.logo){var o=\"grey\"===this.model.logo?g.bk_grey:null,e=n.a({href:\"https://bokeh.org/\",target:\"_blank\",class:[g.bk_logo,g.bk_logo_small,o]});this.el.appendChild(e)}var i=[],l=function(o){return t._tool_button_views[o.id].el},s=this.model.gestures;for(var r in s)i.push(s[r].tools.map(l));i.push(this.model.actions.map(l)),i.push(this.model.inspectors.filter(function(t){return t.toggleable}).map(l)),i.push(this.model.help.map(l));for(var a=0,u=i;a<u.length;a++){var c=u[a];if(0!==c.length){var _=n.div({class:f.bk_button_bar},c);this.el.appendChild(_)}}},o.prototype.update_layout=function(){},o.prototype.update_position=function(){},o.prototype.after_layout=function(){this._has_finished=!0},o}(a.DOMView);function T(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=w,w.__name__=\"ToolbarBaseView\";var k=function(t){function o(o){return t.call(this,o)||this}return i.__extends(o,t),o.init_ToolbarBase=function(){this.prototype.default_view=w,this.define({tools:[r.Array,[]],logo:[r.Logo,\"normal\"],autohide:[r.Boolean,!1]}),this.internal({gestures:[r.Any,T],actions:[r.Array,[]],inspectors:[r.Array,[]],help:[r.Array,[]],toolbar_location:[r.Location,\"right\"]})},o.prototype.initialize=function(){t.prototype.initialize.call(this),this._init_tools()},o.prototype._init_tools=function(){var t=this,o=function(t,o){if(t.length!=o.length)return!0;var e=new c.Set(o.map(function(t){return t.id}));return u.some(t,function(t){return!e.has(t.id)})},e=this.tools.filter(function(t){return t instanceof b.InspectTool});o(this.inspectors,e)&&(this.inspectors=e);var i=this.tools.filter(function(t){return t instanceof d.HelpTool});o(this.help,i)&&(this.help=i);var n=this.tools.filter(function(t){return t instanceof v.ActionTool});o(this.actions,n)&&(this.actions=n);for(var s=function(o,e){o in t.gestures||l.logger.warn(\"Toolbar: unknown event type '\"+o+\"' for tool: \"+e.type+\" (\"+e.id+\")\")},r={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}},a=0,h=this.tools;a<h.length;a++){var f=h[a];if(f instanceof p.GestureTool&&f.event_type)if(_.isString(f.event_type))r[f.event_type].tools.push(f),s(f.event_type,f);else{r.multi.tools.push(f);for(var g=0,y=f.event_type;g<y.length;g++){s(y[g],f)}}}for(var m=function(t){var e=w.gestures[t];o(e.tools,r[t].tools)&&(e.tools=r[t].tools),e.active&&u.every(e.tools,function(t){return t.id!=e.active.id})&&(e.active=null)},w=this,T=0,k=Object.keys(r);T<k.length;T++){m(k[T])}},Object.defineProperty(o.prototype,\"horizontal\",{get:function(){return\"above\"===this.toolbar_location||\"below\"===this.toolbar_location},enumerable:!0,configurable:!0}),Object.defineProperty(o.prototype,\"vertical\",{get:function(){return\"left\"===this.toolbar_location||\"right\"===this.toolbar_location},enumerable:!0,configurable:!0}),o.prototype._active_change=function(t){var o=t.event_type;if(null!=o)for(var e=0,i=_.isString(o)?[o]:o;e<i.length;e++){var n=i[e];if(t.active){var s=this.gestures[n].active;null!=s&&t!=s&&(l.logger.debug(\"Toolbar: deactivating tool: \"+s.type+\" (\"+s.id+\") for event type '\"+n+\"'\"),s.active=!1),this.gestures[n].active=t,l.logger.debug(\"Toolbar: activating tool: \"+t.type+\" (\"+t.id+\") for event type '\"+n+\"'\")}else this.gestures[n].active=null}},o}(h.Model);e.ToolbarBase=k,k.__name__=\"ToolbarBase\",k.init_ToolbarBase()},\n",
" function _(t,n,e){var o=t(113),u=t(365),r=t(368),i=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n}(u.ButtonToolView);e.GestureToolView=i,i.__name__=\"GestureToolView\";var _=function(t){function n(n){var e=t.call(this,n)||this;return e.button_view=r.OnOffButtonView,e}return o.__extends(n,t),n}(u.ButtonTool);e.GestureTool=_,_.__name__=\"GestureTool\"},\n",
" function _(t,n,o){var i=t(113),e=t(365),c=t(116),u=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype._clicked=function(){this.model.do.emit()},n}(e.ButtonToolButtonView);o.ActionToolButtonView=u,u.__name__=\"ActionToolButtonView\";var l=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this),this.connect(this.model.do,function(){return n.doit()})},n}(e.ButtonToolView);o.ActionToolView=l,l.__name__=\"ActionToolView\";var _=function(t){function n(n){var o=t.call(this,n)||this;return o.button_view=u,o.do=new c.Signal0(o,\"do\"),o}return i.__extends(n,t),n}(e.ButtonTool);o.ActionTool=_,_.__name__=\"ActionTool\"},\n",
" function _(o,t,e){var n=o(113),i=o(371),l=o(121),r=o(373),p=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return n.__extends(t,o),t.prototype.doit=function(){window.open(this.model.redirect)},t}(i.ActionToolView);e.HelpToolView=p,p.__name__=\"HelpToolView\";var _=function(o){function t(t){var e=o.call(this,t)||this;return e.tool_name=\"Help\",e.icon=r.bk_tool_icon_help,e}return n.__extends(t,o),t.init_HelpTool=function(){this.prototype.default_view=p,this.define({help_tooltip:[l.String,\"Click the question mark to learn more about Bokeh plot tools.\"],redirect:[l.String,\"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this.help_tooltip},enumerable:!0,configurable:!0}),t}(i.ActionTool);e.HelpTool=_,_.__name__=\"HelpTool\",_.init_HelpTool()},\n",
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url(\"data:image/png;base64,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\");\\n}\\n.bk-root .bk-tool-icon-poly-edit {\\n background-image: url(\"data:image/png;base64,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\");\\n}\\n'),o.bk_tool_icon_box_select=\"bk-tool-icon-box-select\",o.bk_tool_icon_box_zoom=\"bk-tool-icon-box-zoom\",o.bk_tool_icon_zoom_in=\"bk-tool-icon-zoom-in\",o.bk_tool_icon_zoom_out=\"bk-tool-icon-zoom-out\",o.bk_tool_icon_help=\"bk-tool-icon-help\",o.bk_tool_icon_hover=\"bk-tool-icon-hover\",o.bk_tool_icon_crosshair=\"bk-tool-icon-crosshair\",o.bk_tool_icon_lasso_select=\"bk-tool-icon-lasso-select\",o.bk_tool_icon_pan=\"bk-tool-icon-pan\",o.bk_tool_icon_xpan=\"bk-tool-icon-xpan\",o.bk_tool_icon_ypan=\"bk-tool-icon-ypan\",o.bk_tool_icon_range=\"bk-tool-icon-range\",o.bk_tool_icon_polygon_select=\"bk-tool-icon-polygon-select\",o.bk_tool_icon_redo=\"bk-tool-icon-redo\",o.bk_tool_icon_reset=\"bk-tool-icon-reset\",o.bk_tool_icon_save=\"bk-tool-icon-save\",o.bk_tool_icon_tap_select=\"bk-tool-icon-tap-select\",o.bk_tool_icon_undo=\"bk-tool-icon-undo\",o.bk_tool_icon_wheel_pan=\"bk-tool-icon-wheel-pan\",o.bk_tool_icon_wheel_zoom=\"bk-tool-icon-wheel-zoom\",o.bk_tool_icon_box_edit=\"bk-tool-icon-box-edit\",o.bk_tool_icon_freehand_draw=\"bk-tool-icon-freehand-draw\",o.bk_tool_icon_poly_draw=\"bk-tool-icon-poly-draw\",o.bk_tool_icon_point_draw=\"bk-tool-icon-point-draw\",o.bk_tool_icon_poly_edit=\"bk-tool-icon-poly-edit\"},\n",
" function _(o,l,g){o(164),o(163).styles.append(\".bk-root .bk-logo {\\n margin: 5px;\\n position: relative;\\n display: block;\\n background-repeat: no-repeat;\\n}\\n.bk-root .bk-logo.bk-grey {\\n filter: url(\\\"data:image/svg+xml;utf8,<svg xmlns=\\\\'http://www.w3.org/2000/svg\\\\'><filter id=\\\\'grayscale\\\\'><feColorMatrix type=\\\\'matrix\\\\' values=\\\\'0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0\\\\'/></filter></svg>#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<n.length;s++)e.indexOf(n[s])<0&&Object.prototype.propertyIsEnumerable.call(t,n[s])&&(i[n[s]]=t[n[s]])}return i},r=t(278),a=t(274),o=t(280),l=t(175),h=t(339),_=t(236),u=t(243),d=t(237),p=t(376),c=t(116),v=t(194),g=t(165),f=t(167),m=t(377),y=t(109),b=t(110),w=t(125),x=t(282),O=t(285),k=t(378),S=t(286),z=t(181),R=null,P=function(t){function e(){var e=t.apply(this,arguments)||this;return e.min_border={left:0,top:0,right:0,bottom:0},e}return n.__extends(e,t),e.prototype._measure=function(t){var e=this;t=new x.Sizeable(t).bounded_to(this.sizing.size);var i,n,s,r=this.left_panel.measure({width:0,height:t.height}),a=Math.max(r.width,this.min_border.left),o=this.right_panel.measure({width:0,height:t.height}),l=Math.max(o.width,this.min_border.right),h=this.top_panel.measure({width:t.width,height:0}),_=Math.max(h.height,this.min_border.top),u=this.bottom_panel.measure({width:t.width,height:0}),d=Math.max(u.height,this.min_border.bottom),p=new x.Sizeable(t).shrink_by({left:a,right:l,top:_,bottom:d}),c=this.center_panel.measure(p);return{width:a+c.width+l,height:_+c.height+d,inner:{left:a,right:l,top:_,bottom:d},align:(i=e.center_panel.sizing,n=i.width_policy,s=i.height_policy,\"fixed\"!=n&&\"fixed\"!=s)}},e.prototype._set_geometry=function(e,i){t.prototype._set_geometry.call(this,e,i),this.center_panel.set_geometry(i);var n=this.left_panel.measure({width:0,height:e.height}),s=this.right_panel.measure({width:0,height:e.height}),r=this.top_panel.measure({width:e.width,height:0}),a=this.bottom_panel.measure({width:e.width,height:0}),o=i.left,l=i.top,h=i.right,_=i.bottom;this.top_panel.set_geometry(new z.BBox({left:o,right:h,bottom:l,height:r.height})),this.bottom_panel.set_geometry(new z.BBox({left:o,right:h,top:_,height:a.height})),this.left_panel.set_geometry(new z.BBox({top:l,bottom:_,right:o,width:n.width})),this.right_panel.set_geometry(new z.BBox({top:l,bottom:_,left:h,width:s.width}))},e}(x.Layoutable);i.PlotLayout=P,P.__name__=\"PlotLayout\";var B=function(e){function i(){var t=e.apply(this,arguments)||this;return t._outer_bbox=new z.BBox,t._inner_bbox=new z.BBox,t._needs_paint=!0,t._needs_layout=!1,t}return n.__extends(i,e),Object.defineProperty(i.prototype,\"canvas_overlays\",{get:function(){return this.canvas_view.overlays_el},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"canvas_events\",{get:function(){return this.canvas_view.events_el},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"is_paused\",{get:function(){return null!=this._is_paused&&0!==this._is_paused},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"child_models\",{get:function(){return[]},enumerable:!0,configurable:!0}),i.prototype.pause=function(){null==this._is_paused?this._is_paused=1:this._is_paused+=1},i.prototype.unpause=function(t){if(void 0===t&&(t=!1),null==this._is_paused)throw new Error(\"wasn't paused\");this._is_paused-=1,0!=this._is_paused||t||this.request_paint()},i.prototype.request_render=function(){this.request_paint()},i.prototype.request_paint=function(){this.is_paused||this.throttled_paint()},i.prototype.request_layout=function(){this._needs_layout=!0,this.request_paint()},i.prototype.reset=function(){\"standard\"==this.model.reset_policy&&(this.clear_state(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new p.Reset)},i.prototype.remove=function(){this.ui_event_bus.destroy(),v.remove_views(this.renderer_views),v.remove_views(this.tool_views),this.canvas_view.remove(),e.prototype.remove.call(this)},i.prototype.render=function(){e.prototype.render.call(this),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()},i.prototype.initialize=function(){var i=this;this.pause(),e.prototype.initialize.call(this),this.force_paint=new c.Signal0(this,\"force_paint\"),this.state_changed=new c.Signal0(this,\"state_changed\"),this.lod_started=!1,this.visuals=new g.Visuals(this.model),this._initial_state_info={selection:{},dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.state={history:[],index:-1},this.canvas=new a.Canvas({map:this.model.use_map||!1,use_hidpi:this.model.hidpi,output_backend:this.model.output_backend}),this.frame=new r.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges),this.canvas_view=new this.canvas.default_view({model:this.canvas,parent:this}),\"webgl\"==this.model.output_backend&&this.init_webgl(),this.throttled_paint=m.throttle(function(){return i.force_paint.emit()},15);var n=t(379).UIEvents;this.ui_event_bus=new n(this,this.model.toolbar,this.canvas_view.events_el);var s=this.model,o=s.title_location,l=s.title;null!=o&&null!=l&&(this._title=l instanceof _.Title?l:new _.Title({text:l}));var h=this.model,u=h.toolbar_location,p=h.toolbar;null!=u&&null!=p&&(this._toolbar=new d.ToolbarPanel({toolbar:p}),p.toolbar_location=u),this.renderer_views={},this.tool_views={},this.build_renderer_views(),this.build_tool_views(),this.update_dataranges(),this.unpause(!0),f.logger.debug(\"PlotView initialized\")},i.prototype._width_policy=function(){return null==this.model.frame_width?e.prototype._width_policy.call(this):\"min\"},i.prototype._height_policy=function(){return null==this.model.frame_height?e.prototype._height_policy.call(this):\"min\"},i.prototype._update_layout=function(){var t=this;this.layout=new P,this.layout.set_sizing(this.box_sizing());var e=this.model,i=e.frame_width,n=e.frame_height;this.layout.center_panel=this.frame,this.layout.center_panel.set_sizing(Object.assign(Object.assign({},null!=i?{width_policy:\"fixed\",width:i}:{width_policy:\"fit\"}),null!=n?{height_policy:\"fixed\",height:n}:{height_policy:\"fit\"}));var s=b.copy(this.model.above),r=b.copy(this.model.below),a=b.copy(this.model.left),o=b.copy(this.model.right),l=function(t){switch(t){case\"above\":return s;case\"below\":return r;case\"left\":return a;case\"right\":return o}},h=this.model,u=h.title_location,p=h.title;null!=u&&null!=p&&l(u).push(this._title);var c=this.model,v=c.toolbar_location,g=c.toolbar;if(null!=v&&null!=g){var f=l(v),m=!0;if(this.model.toolbar_sticky)for(var w=0;w<f.length;w++){var x=f[w];if(x instanceof _.Title){f[w]=\"above\"==v||\"below\"==v?[x,this._toolbar]:[this._toolbar,x],m=!1;break}}m&&f.push(this._toolbar)}var z=function(e,i){var n=t.renderer_views[i.id];return n.layout=new k.SidePanel(e,n)},R=function(t,e){for(var i=\"above\"==t||\"below\"==t,n=[],s=0,r=e;s<r.length;s++){var a=r[s];if(y.isArray(a)){var o=a.map(function(e){var n,s=z(t,e);if(e instanceof d.ToolbarPanel){var r=i?\"width_policy\":\"height_policy\";s.set_sizing(Object.assign(Object.assign({},s.sizing),((n={})[r]=\"min\",n)))}return s}),l=void 0;i?(l=new S.Row(o)).set_sizing({width_policy:\"max\",height_policy:\"min\"}):(l=new S.Column(o)).set_sizing({width_policy:\"min\",height_policy:\"max\"}),l.absolute=!0,n.push(l)}else n.push(z(t,a))}return n},B=null!=this.model.min_border?this.model.min_border:0;this.layout.min_border={left:null!=this.model.min_border_left?this.model.min_border_left:B,top:null!=this.model.min_border_top?this.model.min_border_top:B,right:null!=this.model.min_border_right?this.model.min_border_right:B,bottom:null!=this.model.min_border_bottom?this.model.min_border_bottom:B};var M=new O.VStack,j=new O.VStack,E=new O.HStack,L=new O.HStack;M.children=b.reversed(R(\"above\",s)),j.children=R(\"below\",r),E.children=b.reversed(R(\"left\",a)),L.children=R(\"right\",o),M.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),j.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),E.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),L.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),this.layout.top_panel=M,this.layout.bottom_panel=j,this.layout.left_panel=E,this.layout.right_panel=L},Object.defineProperty(i.prototype,\"axis_views\",{get:function(){var t=[];for(var e in this.renderer_views){var i=this.renderer_views[e];i instanceof u.AxisView&&t.push(i)}return t},enumerable:!0,configurable:!0}),i.prototype.set_cursor=function(t){void 0===t&&(t=\"default\"),this.canvas_view.el.style.cursor=t},i.prototype.set_toolbar_visibility=function(t){for(var e=0,i=this.visibility_callbacks;e<i.length;e++){(0,i[e])(t)}},i.prototype.init_webgl=function(){if(null==R){var t=document.createElement(\"canvas\"),e=t.getContext(\"webgl\",{premultipliedAlpha:!0});null!=e&&(R={canvas:t,ctx:e})}null!=R?this.gl=R:f.logger.warn(\"WebGL is not supported, falling back to 2D canvas.\")},i.prototype.prepare_webgl=function(t,e){if(null!=this.gl){var i=this.canvas_view.get_canvas_element();this.gl.canvas.width=i.width,this.gl.canvas.height=i.height;var n=this.gl.ctx;n.enable(n.SCISSOR_TEST);var s=e[0],r=e[1],a=e[2],o=e[3],l=this.canvas_view.bbox,h=l.xview,_=l.yview,u=h.compute(s),d=_.compute(r+o);n.scissor(t*u,t*d,t*a,t*o),n.enable(n.BLEND),n.blendFuncSeparate(n.SRC_ALPHA,n.ONE_MINUS_SRC_ALPHA,n.ONE_MINUS_DST_ALPHA,n.ONE)}},i.prototype.clear_webgl=function(){if(null!=this.gl){var t=this.gl.ctx;t.viewport(0,0,this.gl.canvas.width,this.gl.canvas.height),t.clearColor(0,0,0,0),t.clear(t.COLOR_BUFFER_BIT||t.DEPTH_BUFFER_BIT)}},i.prototype.blit_webgl=function(){var t=this.canvas_view.ctx;if(null!=this.gl){f.logger.debug(\"drawing with WebGL\"),t.restore(),t.drawImage(this.gl.canvas,0,0),t.save();var e=this.canvas.pixel_ratio;t.scale(e,e),t.translate(.5,.5)}},i.prototype.update_dataranges=function(){for(var t={},e={},i=!1,n=0,s=w.values(this.frame.x_ranges).concat(w.values(this.frame.y_ranges));n<s.length;n++){var r=s[n];r instanceof o.DataRange1d&&\"log\"==r.scale_hint&&(i=!0)}for(var a in this.renderer_views){var h=this.renderer_views[a];if(h instanceof l.GlyphRendererView){var _=h.glyph.bounds();if(null!=_&&(t[a]=_),i){var u=h.glyph.log_bounds();null!=u&&(e[a]=u)}}}var d,p=!1,c=!1,v=this.frame.bbox,g=v.width,m=v.height;!1!==this.model.match_aspect&&0!=g&&0!=m&&(d=1/this.model.aspect_scale*(g/m));for(var y=0,b=w.values(this.frame.x_ranges);y<b.length;y++){if((R=b[y])instanceof o.DataRange1d){var x=\"log\"==R.scale_hint?e:t;R.update(x,0,this.model.id,d),R.follow&&(p=!0)}null!=R.bounds&&(c=!0)}for(var O=0,k=w.values(this.frame.y_ranges);O<k.length;O++){if((M=k[O])instanceof o.DataRange1d){x=\"log\"==M.scale_hint?e:t;M.update(x,1,this.model.id,d),M.follow&&(p=!0)}null!=M.bounds&&(c=!0)}if(p&&c){f.logger.warn(\"Follow enabled so bounds are unset.\");for(var S=0,z=w.values(this.frame.x_ranges);S<z.length;S++){var R;(R=z[S]).bounds=null}for(var P=0,B=w.values(this.frame.y_ranges);P<B.length;P++){var M;(M=B[P]).bounds=null}}this.range_update_timestamp=Date.now()},i.prototype.map_to_screen=function(t,e,i,n){return void 0===i&&(i=\"default\"),void 0===n&&(n=\"default\"),this.frame.map_to_screen(t,e,i,n)},i.prototype.push_state=function(t,e){var i=this.state,n=i.history,s=i.index,r=null!=n[s]?n[s].info:{},a=Object.assign(Object.assign(Object.assign({},this._initial_state_info),r),e);this.state.history=this.state.history.slice(0,this.state.index+1),this.state.history.push({type:t,info:a}),this.state.index=this.state.history.length-1,this.state_changed.emit()},i.prototype.clear_state=function(){this.state={history:[],index:-1},this.state_changed.emit()},i.prototype.can_undo=function(){return this.state.index>=0},i.prototype.can_redo=function(){return this.state.index<this.state.history.length-1},i.prototype.undo=function(){this.can_undo()&&(this.state.index-=1,this._do_state_change(this.state.index),this.state_changed.emit())},i.prototype.redo=function(){this.can_redo()&&(this.state.index+=1,this._do_state_change(this.state.index),this.state_changed.emit())},i.prototype._do_state_change=function(t){var e=null!=this.state.history[t]?this.state.history[t].info:this._initial_state_info;null!=e.range&&this.update_range(e.range),null!=e.selection&&this.update_selection(e.selection)},i.prototype.get_selection=function(){for(var t={},e=0,i=this.model.renderers;e<i.length;e++){var n=i[e];if(n instanceof l.GlyphRenderer){var s=n.data_source.selected;t[n.id]=s}}return t},i.prototype.update_selection=function(t){for(var e=0,i=this.model.renderers;e<i.length;e++){var n=i[e];if(n instanceof l.GlyphRenderer){var s=n.data_source;null!=t?null!=t[n.id]&&s.selected.update(t[n.id],!0,!1):s.selection_manager.clear()}}},i.prototype.reset_selection=function(){this.update_selection(null)},i.prototype._update_ranges_together=function(t){for(var e=1,i=0,n=t;i<n.length;i++){var s=n[i],r=s[0],a=s[1];e=Math.min(e,this._get_weight_to_constrain_interval(r,a))}if(e<1)for(var o=0,l=t;o<l.length;o++){var h=l[o];r=h[0];(a=h[1]).start=e*a.start+(1-e)*r.start,a.end=e*a.end+(1-e)*r.end}},i.prototype._update_ranges_individually=function(t,e,i,n){for(var s=!1,r=0,a=t;r<a.length;r++){var o=a[r],l=o[0],h=o[1];if(!i){var _=this._get_weight_to_constrain_interval(l,h);_<1&&(h.start=_*h.start+(1-_)*l.start,h.end=_*h.end+(1-_)*l.end)}if(null!=l.bounds&&\"auto\"!=l.bounds){var u=l.bounds,d=u[0],p=u[1],c=Math.abs(h.end-h.start);l.is_reversed?(null!=d&&d>=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;v<g.length;v++){var f=g[v];l=f[0],h=f[1];l.have_updated_interactively=!0,l.start==h.start&&l.end==h.end||l.setv(h)}},i.prototype._get_weight_to_constrain_interval=function(t,e){var i=t.min_interval,n=t.max_interval;if(null!=t.bounds&&\"auto\"!=t.bounds){var s=t.bounds,r=s[0],a=s[1];if(null!=r&&null!=a){var o=Math.abs(a-r);n=null!=n?Math.min(n,o):o}}var l=1;if(null!=i||null!=n){var h=Math.abs(t.end-t.start),_=Math.abs(e.end-e.start);i>0&&_<i&&(l=(h-i)/(h-_)),n>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<i.length;e++){var n=i[e];if(t.renderer_views[n.id].layout.has_size_changed())return!0}return!1})()&&this.root.compute_layout()},i.prototype.build_renderer_views=function(){var t,e,i,n,s,r,a;this.computed_renderers=[],(t=this.computed_renderers).push.apply(t,this.model.above),(e=this.computed_renderers).push.apply(e,this.model.below),(i=this.computed_renderers).push.apply(i,this.model.left),(n=this.computed_renderers).push.apply(n,this.model.right),(s=this.computed_renderers).push.apply(s,this.model.center),(r=this.computed_renderers).push.apply(r,this.model.renderers),null!=this._title&&this.computed_renderers.push(this._title),null!=this._toolbar&&this.computed_renderers.push(this._toolbar);for(var o=0,l=this.model.toolbar.tools;o<l.length;o++){var h=l[o];null!=h.overlay&&this.computed_renderers.push(h.overlay),(a=this.computed_renderers).push.apply(a,h.synthetic_renderers)}v.build_views(this.renderer_views,this.computed_renderers,{parent:this})},i.prototype.get_renderer_views=function(){var t=this;return this.computed_renderers.map(function(e){return t.renderer_views[e.id]})},i.prototype.build_tool_views=function(){var t=this,e=this.model.toolbar.tools;v.build_views(this.tool_views,e,{parent:this}).map(function(e){return t.ui_event_bus.register_tool(e)})},i.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.force_paint,function(){return t.repaint()});var i=this.frame,n=i.x_ranges,s=i.y_ranges;for(var r in n){var a=n[r];this.connect(a.change,function(){t._needs_layout=!0,t.request_paint()})}for(var r in s){a=s[r];this.connect(a.change,function(){t._needs_layout=!0,t.request_paint()})}this.connect(this.model.properties.renderers.change,function(){return t.build_renderer_views()}),this.connect(this.model.toolbar.properties.tools.change,function(){t.build_renderer_views(),t.build_tool_views()}),this.connect(this.model.change,function(){return t.request_paint()}),this.connect(this.model.reset,function(){return t.reset()})},i.prototype.set_initial_range=function(){var t=!0,e=this.frame,i=e.x_ranges,n=e.y_ranges,s={},r={};for(var a in i){var o=i[a],l=o.start,h=o.end;if(null==l||null==h||y.isStrictNaN(l+h)){t=!1;break}s[a]={start:l,end:h}}if(t)for(var a in n){var _=n[a];l=_.start,h=_.end;if(null==l||null==h||y.isStrictNaN(l+h)){t=!1;break}r[a]={start:l,end:h}}t?(this._initial_state_info.range={xrs:s,yrs:r},f.logger.debug(\"initial ranges set\")):f.logger.warn(\"could not set initial ranges\")},i.prototype.has_finished=function(){if(!e.prototype.has_finished.call(this))return!1;for(var t in this.renderer_views){if(!this.renderer_views[t].has_finished())return!1}return!0},i.prototype.after_layout=function(){if(e.prototype.after_layout.call(this),this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame._width.value),inner_height:Math.round(this.frame._height.value),outer_width:Math.round(this.layout._width.value),outer_height:Math.round(this.layout._height.value)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){var t=this.layout.bbox,i=t.width,n=t.height;this.canvas_view.prepare_canvas(i,n),this._outer_bbox=this.layout.bbox,this._needs_paint=!0}this._inner_bbox.equals(this.frame.inner_bbox)||(this._inner_bbox=this.layout.inner_bbox,this._needs_paint=!0),this._needs_paint&&(this._needs_paint=!1,this.paint())},i.prototype.repaint=function(){this._needs_layout&&this._invalidate_layout(),this.paint()},i.prototype.paint=function(){var t=this;if(!this.is_paused){f.logger.trace(\"PlotView.paint() for \"+this.model.id);var e=this.model.document;if(null!=e){var i=e.interactive_duration();i>=0&&i<this.model.lod_interval?setTimeout(function(){e.interactive_duration()>t.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<r.length;s++)for(var a=r[s],o=0,l=this.computed_renderers;o<l.length;o++){var h=l[o];if(h.level==a){var _=this.renderer_views[h.id];t.save(),(n||_.needs_clip)&&(t.beginPath(),t.rect.apply(t,i),t.clip()),_.render(),t.restore(),_.has_webgl&&(this.blit_webgl(),this.clear_webgl())}}},i.prototype._map_hook=function(t,e){},i.prototype._paint_empty=function(t,e){var i=[0,0,this.layout._width.value,this.layout._height.value],n=i[0],s=i[1],r=i[2],a=i[3],o=e[0],l=e[1],h=e[2],_=e[3];t.clearRect(n,s,r,a),this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(t),t.fillRect(n,s,r,a),t.clearRect(o,l,h,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(o,l,h,_))},i.prototype.save=function(t){switch(this.model.output_backend){case\"canvas\":case\"webgl\":var e=this.canvas_view.get_canvas_element();if(null!=e.msToBlob){var i=e.msToBlob();window.navigator.msSaveBlob(i,t)}else{var n=document.createElement(\"a\");n.href=e.toDataURL(\"image/png\"),n.download=t+\".png\",n.target=\"_blank\",n.dispatchEvent(new MouseEvent(\"click\"))}break;case\"svg\":var s=this.canvas_view._ctx.getSerializedSvg(!0),r=new Blob([s],{type:\"text/plain\"}),a=document.createElement(\"a\");a.download=t+\".svg\",a.innerHTML=\"Download svg\",a.href=window.URL.createObjectURL(r),a.onclick=function(t){return document.body.removeChild(t.target)},a.style.display=\"none\",document.body.appendChild(a),a.click()}},i.prototype.serializable_state=function(){var t=e.prototype.serializable_state.call(this),i=t.children,r=s(t,[\"children\"]),a=this.get_renderer_views().map(function(t){return t.serializable_state()}).filter(function(t){return\"bbox\"in t});return Object.assign(Object.assign({},r),{children:n.__spreadArrays(i,a)})},i}(h.LayoutDOMView);i.PlotView=B,B.__name__=\"PlotView\"},\n",
" function _(t,n,e){var r=t(113),_=this&&this.__decorate||function(t,n,e,r){var _,o=arguments.length,s=o<3?n:null===r?r=Object.getOwnPropertyDescriptor(n,e):r;if(\"object\"==typeof Reflect&&\"function\"==typeof Reflect.decorate)s=Reflect.decorate(t,n,e,r);else for(var i=t.length-1;i>=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<r.length;i++){var s=r[i],o=s.model.level;if((\"annotation\"==o||\"overlay\"==o)&&null!=s.interactive_hit&&s.interactive_hit(t,e))return s}return null},t.prototype._hit_test_frame=function(t,e){return this.plot_view.frame.bbox.contains(t,e)},t.prototype._hit_test_canvas=function(t,e){return this.plot_view.layout.bbox.contains(t,e)},t.prototype._trigger=function(t,e,n){var i=this,r=this.toolbar.gestures,s=t.name,o=s.split(\":\")[0],a=this._hit_test_renderers(e.sx,e.sy),_=this._hit_test_canvas(e.sx,e.sy);switch(o){case\"move\":null!=(v=r[o].active)&&this.trigger(t,e,v.id);var p=this.toolbar.inspectors.filter(function(t){return t.active}),u=\"default\";null!=a?(u=a.cursor(e.sx,e.sy)||u,h.isEmpty(p)||(s=(t=this.move_exit).name)):this._hit_test_frame(e.sx,e.sy)&&(h.isEmpty(p)||(u=\"crosshair\")),this.plot_view.set_cursor(u),this.plot_view.set_toolbar_visibility(_),p.map(function(n){return i.trigger(t,e,n.id)});break;case\"tap\":var l=n.target;if(null!=l&&l!=this.hit_area)return;null!=a&&null!=a.on_hit&&a.on_hit(e.sx,e.sy),null!=(v=r[o].active)&&this.trigger(t,e,v.id);break;case\"scroll\":null!=(v=r[c.is_mobile?\"pinch\":\"scroll\"].active)&&(n.preventDefault(),n.stopPropagation(),this.trigger(t,e,v.id));break;case\"pan\":null!=(v=r[o].active)&&(n.preventDefault(),this.trigger(t,e,v.id));break;default:var v;null!=(v=r[o].active)&&this.trigger(t,e,v.id)}this._trigger_bokeh_event(e)},t.prototype.trigger=function(t,e,n){void 0===n&&(n=null),t.emit({id:n,e:e})},t.prototype._trigger_bokeh_event=function(t){var e=this,n=function(){var n=e.plot_view.frame.xscales.default,i=e.plot_view.frame.yscales.default,r=t.sx,s=t.sy,o=n.invert(r),a=i.invert(s);switch(t.type){case\"wheel\":return new u.MouseWheel(r,s,o,a,t.delta);case\"mousemove\":return new u.MouseMove(r,s,o,a);case\"mouseenter\":return new u.MouseEnter(r,s,o,a);case\"mouseleave\":return new u.MouseLeave(r,s,o,a);case\"tap\":return new u.Tap(r,s,o,a);case\"doubletap\":return new u.DoubleTap(r,s,o,a);case\"press\":return new u.Press(r,s,o,a);case\"pressup\":return new u.PressUp(r,s,o,a);case\"pan\":return new u.Pan(r,s,o,a,t.deltaX,t.deltaY);case\"panstart\":return new u.PanStart(r,s,o,a);case\"panend\":return new u.PanEnd(r,s,o,a);case\"pinch\":return new u.Pinch(r,s,o,a,t.scale);case\"pinchstart\":return new u.PinchStart(r,s,o,a);case\"pinchend\":return new u.PinchEnd(r,s,o,a);case\"rotate\":return new u.Rotate(r,s,o,a,t.rotation);case\"rotatestart\":return new u.RotateStart(r,s,o,a);case\"rotateend\":return new u.RotateEnd(r,s,o,a);default:return}}();null!=n&&this.plot_view.model.trigger_event(n)},t.prototype._get_sxy=function(t){var e=function(t){return\"undefined\"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,n=e.pageX,i=e.pageY,r=o.offset(this.hit_area);return{sx:n-r.left,sy:i-r.top}},t.prototype._pan_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey})},t.prototype._pinch_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey})},t.prototype._rotate_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey})},t.prototype._tap_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey})},t.prototype._move_event=function(t){return Object.assign({type:t.type},this._get_sxy(t))},t.prototype._scroll_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:a.getDeltaY(t)})},t.prototype._key_event=function(t){return{type:t.type,keyCode:t.keyCode}},t.prototype._pan_start=function(t){var e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)},t.prototype._pan=function(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)},t.prototype._pan_end=function(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)},t.prototype._pinch_start=function(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)},t.prototype._pinch=function(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)},t.prototype._pinch_end=function(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)},t.prototype._rotate_start=function(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)},t.prototype._rotate=function(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)},t.prototype._rotate_end=function(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)},t.prototype._tap=function(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)},t.prototype._doubletap=function(t){var e=this._tap_event(t);this._trigger_bokeh_event(e),this.trigger(this.doubletap,e)},t.prototype._press=function(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)},t.prototype._pressup=function(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)},t.prototype._mouse_enter=function(t){this._trigger(this.move_enter,this._move_event(t),t)},t.prototype._mouse_move=function(t){this._trigger(this.move,this._move_event(t),t)},t.prototype._mouse_exit=function(t){this._trigger(this.move_exit,this._move_event(t),t)},t.prototype._mouse_wheel=function(t){this._trigger(this.scroll,this._scroll_event(t),t)},t.prototype._key_down=function(t){this.trigger(this.keydown,this._key_event(t))},t.prototype._key_up=function(t){this.trigger(this.keyup,this._key_event(t))},t}();n.UIEvents=l,l.__name__=\"UIEvents\"},\n",
" function _(t,e,i){\n",
" /*! Hammer.JS - v2.0.7 - 2016-04-22\n",
" * http://hammerjs.github.io/\n",
" *\n",
" * Copyright (c) 2016 Jorik Tangelder;\n",
" * Licensed under the MIT license */\n",
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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.distance<e.threshold,r=t.deltaTime>e.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<e.threshold,r=t.deltaTime<e.time;if(this.reset(),t.eventType&Y&&0===this.count)return this.failTimeout();if(n&&r&&i){if(t.eventType!=W)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||nt(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=p(function(){this.state=Ft,this.tryEmit()},e.interval,this),Nt):Ft}return 32},failTimeout:function(){return this._timer=p(function(){this.state=32},this.options.interval,this),32},reset:function(){clearTimeout(this._timer)},emit:function(){this.state==Ft&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Jt.VERSION=\"2.0.7\",Jt.defaults={domEvents:!1,touchAction:\"compute\",enable:!0,inputTarget:null,inputClass:null,preset:[[Zt,{enable:!1}],[jt,{enable:!1},[\"rotate\"]],[Bt,{direction:j}],[Vt,{direction:j},[\"swipe\"]],[$t],[$t,{event:\"doubletap\",taps:2},[\"tap\"]],[Gt]],cssProps:{userSelect:\"none\",touchSelect:\"none\",touchCallout:\"none\",contentZooming:\"none\",userDrag:\"none\",tapHighlightColor:\"rgba(0,0,0,0)\"}};function Kt(t,e){var i;this.options=s({},Jt.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(z?ft:N?Et:M?_t:ht))(i,K),this.touchAction=new Mt(this,this.options.touchAction),Qt(this,!0),v(this.options.recognizers,function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])},this)}function Qt(t,e){var i,n=t.element;n.style&&(v(t.options.cssProps,function(r,s){i=w(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||\"\"}),e||(t.oldCssProps={}))}Kt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&r.state&Ft)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&i.state&(Nt|Xt|Yt)&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof qt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(f(t,\"add\",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(f(t,\"remove\",this))return this;if(t=this.get(t)){var e=this.recognizers,i=P(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return v(b(t),function(t){i[t]=i[t]||[],i[t].push(e)}),this}},off:function(t,e){if(t!==r){var i=this.handlers;return v(b(t),function(t){e?i[t]&&i[t].splice(P(i[t],e),1):delete i[t]}),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent(\"Event\");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&Qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Jt,{INPUT_START:Y,INPUT_MOVE:F,INPUT_END:W,INPUT_CANCEL:q,STATE_POSSIBLE:zt,STATE_BEGAN:Nt,STATE_CHANGED:Xt,STATE_ENDED:Yt,STATE_RECOGNIZED:Ft,STATE_CANCELLED:Wt,STATE_FAILED:32,DIRECTION_NONE:k,DIRECTION_LEFT:H,DIRECTION_RIGHT:L,DIRECTION_UP:U,DIRECTION_DOWN:V,DIRECTION_HORIZONTAL:j,DIRECTION_VERTICAL:G,DIRECTION_ALL:Z,Manager:Kt,Input:J,TouchAction:Mt,TouchInput:Et,MouseInput:ht,PointerEventInput:ft,TouchMouseInput:_t,SingleTouchInput:gt,Recognizer:qt,AttrRecognizer:Ut,Tap:$t,Pan:Vt,Swipe:Bt,Pinch:jt,Rotate:Zt,Press:Gt,on:A,off:_,each:v,merge:g,extend:m,assign:s,inherit:T,bindFn:y,prefixed:w}),(void 0!==t?t:\"undefined\"!=typeof self?self:{}).Hammer=Jt,\"function\"==typeof define&&define.amd?define(function(){return Jt}):void 0!==e&&e.exports?e.exports=Jt:t.Hammer=Jt}(window,document)},\n",
" function _(t,e,n){function a(t){var e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}n.getDeltaY=function(t){var e,n=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:n*=a((e=t.target).offsetParent||document.body)||a(e)||16;break;case t.DOM_DELTA_PAGE:n*=function(t){return t.clientHeight}(t.target)}return n}},\n",
" function _(t,e,o){var i=t(113),n=t(116),s=t(132),a=t(375),p=new n.Signal0({},\"gmaps_ready\"),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){var e=this;this.pause(),t.prototype.initialize.call(this),this._tiles_loaded=!1,this.zoom_count=0;var o=this.model.map_options,i=o.zoom,n=o.lat,s=o.lng;this.initial_zoom=i,this.initial_lat=n,this.initial_lng=s,this.canvas_view.map_el.style.position=\"absolute\",\"undefined\"!=typeof google&&null!=google.maps||(void 0===window._bokeh_gmaps_callback&&function(t){window._bokeh_gmaps_callback=function(){return p.emit()};var e=document.createElement(\"script\");e.type=\"text/javascript\",e.src=\"https://maps.googleapis.com/maps/api/js?v=3.36&key=\"+t+\"&callback=_bokeh_gmaps_callback\",document.body.appendChild(e)}(this.model.api_key),p.connect(function(){return e.request_render()})),this.unpause()},e.prototype.update_range=function(e){if(null==e)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),t.prototype.update_range.call(this,null);else if(null!=e.sdx||null!=e.sdy)this.map.panBy(e.sdx||0,e.sdy||0),t.prototype.update_range.call(this,e);else if(null!=e.factor){var o=void 0;if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),t.prototype.update_range.call(this,e),o=e.factor<0?-1:1;var i=this.map.getZoom(),n=i+o;if(n>=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();o<c.length;o++){var u=c[o],s=Array.from(r[u]),l=Array.from(i[u]);i[u]=s.concat(l).slice(-e)}this.data=i}},a.init_WebDataSource=function(){this.define({mode:[r.UpdateMode,\"replace\"],max_size:[r.Number],adapter:[r.Any,null],data_url:[r.String]})},a}(n.ColumnDataSource);e.WebDataSource=o,o.__name__=\"WebDataSource\",o.init_WebDataSource()},\n",
" function _(t,e,i){var r=t(113),o=t(391),a=t(167),n=t(121),s=function(t){function e(e){var i=t.call(this,e)||this;return i.initialized=!1,i}return r.__extends(e,t),e.init_AjaxDataSource=function(){this.define({content_type:[n.String,\"application/json\"],http_headers:[n.Any,{}],method:[n.HTTPMethod,\"POST\"],if_modified:[n.Boolean,!1]})},e.prototype.destroy=function(){null!=this.interval&&clearInterval(this.interval),t.prototype.destroy.call(this)},e.prototype.setup=function(){var t=this;if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),this.polling_interval)){this.interval=setInterval(function(){return t.get_data(t.mode,t.max_size,t.if_modified)},this.polling_interval)}},e.prototype.get_data=function(t,e,i){var r=this;void 0===e&&(e=0),void 0===i&&(i=!1);var o=this.prepare_request();o.addEventListener(\"load\",function(){return r.do_load(o,t,e)}),o.addEventListener(\"error\",function(){return r.do_error(o)}),o.send()},e.prototype.prepare_request=function(){var t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader(\"Content-Type\",this.content_type);var e=this.http_headers;for(var i in e){var r=e[i];t.setRequestHeader(i,r)}return t},e.prototype.do_load=function(t,e,i){if(200===t.status){var r=JSON.parse(t.responseText);this.load_data(r,e,i)}},e.prototype.do_error=function(t){a.logger.error(\"Failed to fetch JSON from \"+this.data_url+\" with code \"+t.status)},e}(o.RemoteDataSource);i.AjaxDataSource=s,s.__name__=\"AjaxDataSource\",s.init_AjaxDataSource()},\n",
" function _(t,e,i){var n=t(113),o=t(389),a=t(121),r=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.get_column=function(t){var e=this.data[t];return null!=e?e:[]},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.setup()},e.init_RemoteDataSource=function(){this.define({polling_interval:[a.Number]})},e}(o.WebDataSource);i.RemoteDataSource=r,r.__name__=\"RemoteDataSource\",r.init_RemoteDataSource()},\n",
" function _(e,t,r){var o=e(113),n=e(171),a=e(167),i=e(121),s=e(110);function l(e){return null!=e?e:NaN}var u=function(e){function t(t){return e.call(this,t)||this}return o.__extends(t,e),t.init_GeoJSONDataSource=function(){this.define({geojson:[i.Any]}),this.internal({data:[i.Any,{}]})},t.prototype.initialize=function(){e.prototype.initialize.call(this),this._update_data()},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.properties.geojson.change,function(){return t._update_data()})},t.prototype._update_data=function(){this.data=this.geojson_to_column_data()},t.prototype._get_new_list_array=function(e){return s.range(0,e).map(function(e){return[]})},t.prototype._get_new_nan_array=function(e){return s.range(0,e).map(function(e){return NaN})},t.prototype._add_properties=function(e,t,r,o){var n=e.properties||{};for(var a in n)t.hasOwnProperty(a)||(t[a]=this._get_new_nan_array(o)),t[a][r]=l(n[a])},t.prototype._add_geometry=function(e,t,r){function o(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case\"Point\":var n=e.coordinates,i=n[0],s=n[1],u=n[2];t.x[r]=i,t.y[r]=s,t.z[r]=l(u);break;case\"LineString\":for(var _=e.coordinates,c=0;c<_.length;c++){var g=_[c];i=g[0],s=g[1],u=g[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;case\"Polygon\":e.coordinates.length>1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");var h=e.coordinates[0];for(c=0;c<h.length;c++){var p=h[c];i=p[0],s=p[1],u=p[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;case\"MultiPoint\":a.logger.warn(\"MultiPoint not supported in Bokeh\");break;case\"MultiLineString\":for(_=e.coordinates.reduce(o),c=0;c<_.length;c++){var y=_[c];i=y[0],s=y[1],u=y[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;case\"MultiPolygon\":for(var d=[],f=0,m=e.coordinates;f<m.length;f++){var w=m[f];w.length>1&&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<n.length;o++){\"GeometryCollection\"==(_=\"Feature\"===(u=n[o]).type?u.geometry:u).type?r+=_.geometries.length:r+=1}for(var a={x:this._get_new_nan_array(r),y:this._get_new_nan_array(r),z:this._get_new_nan_array(r),xs:this._get_new_list_array(r),ys:this._get_new_list_array(r),zs:this._get_new_list_array(r)},i=0,s=0,l=e;s<l.length;s++){var u,_;if(\"GeometryCollection\"==(_=\"Feature\"==(u=l[s]).type?u.geometry:u).type)for(var c=0,g=_.geometries;c<g.length;c++){var h=g[c];this._add_geometry(h,a,i),\"Feature\"===u.type&&this._add_properties(u,a,i,r),i+=1}else this._add_geometry(_,a,i),\"Feature\"===u.type&&this._add_properties(u,a,i,r),i+=1}return a},t}(n.ColumnarDataSource);r.GeoJSONDataSource=u,u.__name__=\"GeoJSONDataSource\",u.init_GeoJSONDataSource()},\n",
" function _(r,e,i){var c=r(205);i.AdaptiveTicker=c.AdaptiveTicker;var a=r(204);i.BasicTicker=a.BasicTicker;var k=r(246);i.CategoricalTicker=k.CategoricalTicker;var T=r(257);i.CompositeTicker=T.CompositeTicker;var t=r(206);i.ContinuousTicker=t.ContinuousTicker;var v=r(256);i.DatetimeTicker=v.DatetimeTicker;var o=r(258);i.DaysTicker=o.DaysTicker;var n=r(394);i.FixedTicker=n.FixedTicker;var s=r(265);i.LogTicker=s.LogTicker;var g=r(268);i.MercatorTicker=g.MercatorTicker;var l=r(261);i.MonthsTicker=l.MonthsTicker;var C=r(259);i.SingleIntervalTicker=C.SingleIntervalTicker;var u=r(207);i.Ticker=u.Ticker;var d=r(262);i.YearsTicker=d.YearsTicker},\n",
" function _(i,t,n){var r=i(113),e=i(206),c=i(121),o=function(i){function t(t){var n=i.call(this,t)||this;return n.min_interval=0,n.max_interval=0,n}return r.__extends(t,i),t.init_FixedTicker=function(){this.define({ticks:[c.Array,[]],minor_ticks:[c.Array,[]]})},t.prototype.get_ticks_no_defaults=function(i,t,n,r){return{major:this.ticks,minor:this.minor_ticks}},t.prototype.get_interval=function(i,t,n){return 0},t}(e.ContinuousTicker);n.FixedTicker=o,o.__name__=\"FixedTicker\",o.init_FixedTicker()},\n",
" function _(e,r,T){var o=e(396);T.BBoxTileSource=o.BBoxTileSource;var S=e(397);T.MercatorTileSource=S.MercatorTileSource;var c=e(400);T.QUADKEYTileSource=c.QUADKEYTileSource;var i=e(401);T.TileRenderer=i.TileRenderer;var l=e(398);T.TileSource=l.TileSource;var u=e(404);T.TMSTileSource=u.TMSTileSource;var a=e(402);T.WMTSTileSource=a.WMTSTileSource},\n",
" function _(e,t,i){var r=e(113),o=e(397),n=e(121),l=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.init_BBoxTileSource=function(){this.define({use_latlon:[n.Boolean,!1]})},t.prototype.get_image_url=function(e,t,i){var r,o,n,l,_,u,c=this.string_lookup_replace(this.url,this.extra_url_vars);return this.use_latlon?(l=(r=this.get_tile_geographic_bounds(e,t,i))[0],u=r[1],n=r[2],_=r[3]):(l=(o=this.get_tile_meter_bounds(e,t,i))[0],u=o[1],n=o[2],_=o[3]),c.replace(\"{XMIN}\",l.toString()).replace(\"{YMIN}\",u.toString()).replace(\"{XMAX}\",n.toString()).replace(\"{YMAX}\",_.toString())},t}(o.MercatorTileSource);i.BBoxTileSource=l,l.__name__=\"BBoxTileSource\",l.init_BBoxTileSource()},\n",
" function _(t,e,i){var o=t(113),r=t(398),n=t(121),_=t(110),s=t(399),u=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_MercatorTileSource=function(){this.define({snap_to_zoom:[n.Boolean,!1],wrap_around:[n.Boolean,!0]}),this.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},e.prototype.initialize=function(){var e=this;t.prototype.initialize.call(this),this._resolutions=_.range(this.min_zoom,this.max_zoom+1).map(function(t){return e.get_resolution(t)})},e.prototype._computed_initial_resolution=function(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size},e.prototype.is_valid_tile=function(t,e,i){return!(!this.wrap_around&&(t<0||t>=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;s<u.length;s++){if(n>u[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)<Math.abs(t-n)?e:t});return this._resolutions.indexOf(_)},e.prototype.snap_to_zoom_level=function(t,e,i,o){var r=t[0],n=t[1],_=t[2],s=t[3],u=this._resolutions[o],a=i*u,l=e*u;if(!this.snap_to_zoom){var p=(_-r)/a,h=(s-n)/l;p>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<<i)-e]},e.prototype.meters_to_tile=function(t,e,i){var o=this.meters_to_pixels(t,e,i),r=o[0],n=o[1];return this.pixels_to_tile(r,n)},e.prototype.get_tile_meter_bounds=function(t,e,i){var o=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),r=o[0],n=o[1],_=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[r,n,_[0],_[1]]},e.prototype.get_tile_geographic_bounds=function(t,e,i){var o=this.get_tile_meter_bounds(t,e,i),r=s.meters_extent_to_geographic(o);return[r[0],r[1],r[2],r[3]]},e.prototype.get_tiles_by_extent=function(t,e,i){void 0===i&&(i=1);var o=t[0],r=t[1],n=t[2],_=t[3],s=this.meters_to_tile(o,r,e),u=s[0],a=s[1],l=this.meters_to_tile(n,_,e),p=l[0],h=l[1];u-=i,a-=i,p+=i;for(var y=[],c=h+=i;c>=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<<r-1;switch(t.charAt(o-r)){case\"0\":continue;case\"1\":e|=n;break;case\"2\":i|=n;break;case\"3\":e|=n,i|=n;break;default:throw new TypeError(\"Invalid Quadkey: \"+t)}}return[e,i,o]},e.prototype.tile_xyz_to_quadkey=function(t,e,i){for(var o=\"\",r=i;r>0;r--){var n=1<<r-1,_=0;0!=(t&n)&&(_+=1),0!=(e&n)&&(_+=2),o+=_.toString()}return o},e.prototype.children_by_tile_xyz=function(t,e,i){for(var o=this.tile_xyz_to_quadkey(t,e,i),r=[],n=0;n<=3;n++){var _=this.quadkey_to_tile_xyz(o+n.toString()),s=_[0],u=_[1],a=_[2],l=this.get_tile_meter_bounds(s,u,a);r.push([s,u,a,l])}return r},e.prototype.get_closest_parent_by_tile_xyz=function(t,e,i){var o,r,n,_=this.calculate_world_x_by_tile_xyz(t,e,i);t=(o=this.normalize_xyz(t,e,i))[0],e=o[1],i=o[2];for(var s=this.tile_xyz_to_quadkey(t,e,i);s.length>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;t<i.length;t++){if(!i[t].finished)return!1}return!0},t.prototype.render=function(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()},t.prototype._draw_tile=function(e){var t=this.model.tile_source.tiles.get(e);if(null!=t&&t.loaded){var i=this.plot_view.map_to_screen([t.bounds[0]],[t.bounds[3]]),n=i[0][0],a=i[1][0],r=this.plot_view.map_to_screen([t.bounds[2]],[t.bounds[1]]),_=r[0][0]-n,s=r[1][0]-a,o=n,l=a,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(t.img,o,l,_,s),this.map_canvas.setImageSmoothingEnabled(h),t.finished=!0}},t.prototype._set_rect=function(){var e=this.plot_model.properties.outline_line_width.value(),t=this.map_frame._left.value+e/2,i=this.map_frame._top.value+e/2,n=this.map_frame._width.value-e,a=this.map_frame._height.value-e;this.map_canvas.rect(t,i,n,a),this.map_canvas.clip()},t.prototype._render_tiles=function(e){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(var t=0,i=e;t<i.length;t++){var n=i[t];this._draw_tile(n)}this.map_canvas.restore()},t.prototype._prefetch_tiles=function(){for(var e=this.model.tile_source,t=this.get_extent(),i=this.map_frame._height.value,n=this.map_frame._width.value,a=this.model.tile_source.get_level_by_extent(t,i,n),r=this.model.tile_source.get_tiles_by_extent(t,a),_=0,s=Math.min(10,r.length);_<s;_++)for(var o=r[_],l=o[0],h=o[1],u=o[2],p=0,d=this.model.tile_source.children_by_tile_xyz(l,h,u);p<d.length;p++){var c=d[p],m=c[0],f=c[1],g=c[2],v=c[3];e.tiles.has(e.tile_xyz_to_key(m,f,g))||this._create_tile(m,f,g,v,!0)}},t.prototype._fetch_tiles=function(e){for(var t=0,i=e;t<i.length;t++){var n=i[t],a=n[0],r=n[1],_=n[2],s=n[3];this._create_tile(a,r,_,s)}},t.prototype._update=function(){var e=this,t=this.model.tile_source,i=t.min_zoom,n=t.max_zoom,a=this.get_extent(),r=this.extent[2]-this.extent[0]<a[2]-a[0],_=this.map_frame._height.value,s=this.map_frame._width.value,o=t.get_level_by_extent(a,_,s),l=!1;o<i?(a=this.extent,o=i,l=!0):o>n&&(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;f<g.length;f++){var v=g[f],y=v[0],x=v[1],b=v[2],w=t.tile_xyz_to_key(y,x,b),z=t.tiles.get(w);if(null!=z&&z.loaded)d.push(w);else if(this.model.render_parents){var T=t.get_closest_parent_by_tile_xyz(y,x,b),k=T[0],R=T[1],S=T[2],j=t.tile_xyz_to_key(k,R,S),I=t.tiles.get(j);if(null!=I&&I.loaded&&!h.includes(c,j)&&c.push(j),r)for(var O=0,q=t.children_by_tile_xyz(y,x,b);O<q.length;O++){var P=q[O],E=P[0],M=P[1],C=P[2],D=t.tile_xyz_to_key(E,M,C);t.tiles.has(D)&&m.push(D)}}null==z&&p.push(v)}this._render_tiles(c),this._render_tiles(m),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout(function(){return e._fetch_tiles(p)},65)},t}(r.DataRendererView);i.TileRendererView=m,m.__name__=\"TileRendererView\";var f=function(e){function t(t){var i=e.call(this,t)||this;return i._selection_manager=new p.SelectionManager({source:new d.ColumnDataSource}),i}return n.__extends(t,e),t.init_TileRenderer=function(){this.prototype.default_view=m,this.define({alpha:[o.Number,1],smoothing:[o.Boolean,!0],tile_source:[o.Instance,function(){return new a.WMTSTileSource}],render_parents:[o.Boolean,!0]})},t.prototype.get_selection_manager=function(){return this._selection_manager},t}(r.DataRenderer);i.TileRenderer=f,f.__name__=\"TileRenderer\",f.init_TileRenderer()},\n",
" function _(t,r,e){var i=t(113),n=function(t){function r(r){return t.call(this,r)||this}return i.__extends(r,t),r.prototype.get_image_url=function(t,r,e){var i=this.string_lookup_replace(this.url,this.extra_url_vars),n=this.tms_to_wmts(t,r,e),o=n[0],_=n[1],u=n[2];return i.replace(\"{X}\",o.toString()).replace(\"{Y}\",_.toString()).replace(\"{Z}\",u.toString())},r}(t(397).MercatorTileSource);e.WMTSTileSource=n,n.__name__=\"WMTSTileSource\"},\n",
" function _(t,i,n){t(164),t(163).styles.append(\".bk-root .bk-tile-attribution a {\\n color: black;\\n}\\n\"),n.bk_tile_attribution=\"bk-tile-attribution\"},\n",
" function _(r,e,t){var i=r(113),n=function(r){function e(e){return r.call(this,e)||this}return i.__extends(e,r),e.prototype.get_image_url=function(r,e,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{X}\",r.toString()).replace(\"{Y}\",e.toString()).replace(\"{Z}\",t.toString())},e}(r(397).MercatorTileSource);t.TMSTileSource=n,n.__name__=\"TMSTileSource\"},\n",
" function _(e,a,r){var t=e(406);r.CanvasTexture=t.CanvasTexture;var u=e(408);r.ImageURLTexture=u.ImageURLTexture;var x=e(407);r.Texture=x.Texture},\n",
" function _(e,t,n){var r=e(113),i=e(407),a=e(121),u=e(127),c=function(t){function n(e){return t.call(this,e)||this}return r.__extends(n,t),n.init_CanvasTexture=function(){this.define({code:[a.String]})},Object.defineProperty(n.prototype,\"func\",{get:function(){var e=u.use_strict(this.code);return new Function(\"ctx\",\"color\",\"scale\",\"weight\",\"require\",\"exports\",e)},enumerable:!0,configurable:!0}),n.prototype.get_pattern=function(t,n,r){var i=this;return function(a){var u=document.createElement(\"canvas\");u.width=n,u.height=n;var c=u.getContext(\"2d\");return i.func.call(i,c,t,n,r,e,{}),a.createPattern(u,i.repetition)}},n}(i.Texture);n.CanvasTexture=c,c.__name__=\"CanvasTexture\",c.init_CanvasTexture()},\n",
" function _(e,t,n){var i=e(113),r=e(166),o=e(121),u=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Texture=function(){this.define({repetition:[o.TextureRepetition,\"repeat\"]})},t.prototype.onload=function(e){e()},t}(r.Model);n.Texture=u,u.__name__=\"Texture\",u.init_Texture()},\n",
" function _(t,e,n){var i=t(113),r=t(407),o=t(121),a=t(318),u=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_ImageURLTexture=function(){this.define({url:[o.String]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this._loader=new a.ImageLoader(this.url)},e.prototype.get_pattern=function(t,e,n){var i=this;return function(t){return i._loader.finished?t.createPattern(i._loader.image,i.repetition):null}},e.prototype.onload=function(t){this._loader.promise.then(function(){return t()})},e}(r.Texture);n.ImageURLTexture=u,u.__name__=\"ImageURLTexture\",u.init_ImageURLTexture()},\n",
" function _(o,l,T){var a=o(371);T.ActionTool=a.ActionTool;var r=o(410);T.CustomAction=r.CustomAction;var e=o(372);T.HelpTool=e.HelpTool;var v=o(411);T.RedoTool=v.RedoTool;var t=o(412);T.ResetTool=t.ResetTool;var n=o(413);T.SaveTool=n.SaveTool;var s=o(414);T.UndoTool=s.UndoTool;var P=o(415);T.ZoomInTool=P.ZoomInTool;var c=o(417);T.ZoomOutTool=c.ZoomOutTool;var i=o(365);T.ButtonTool=i.ButtonTool;var d=o(418);T.EditTool=d.EditTool;var m=o(419);T.BoxEditTool=m.BoxEditTool;var x=o(420);T.FreehandDrawTool=x.FreehandDrawTool;var y=o(421);T.PointDrawTool=y.PointDrawTool;var B=o(422);T.PolyDrawTool=B.PolyDrawTool;var S=o(423);T.PolyTool=S.PolyTool;var u=o(424);T.PolyEditTool=u.PolyEditTool;var b=o(425);T.BoxSelectTool=b.BoxSelectTool;var h=o(428);T.BoxZoomTool=h.BoxZoomTool;var Z=o(370);T.GestureTool=Z.GestureTool;var p=o(429);T.LassoSelectTool=p.LassoSelectTool;var w=o(430);T.PanTool=w.PanTool;var C=o(431);T.PolySelectTool=C.PolySelectTool;var D=o(432);T.RangeTool=D.RangeTool;var E=o(426);T.SelectTool=E.SelectTool;var H=o(433);T.TapTool=H.TapTool;var R=o(434);T.WheelPanTool=R.WheelPanTool;var A=o(435);T.WheelZoomTool=A.WheelZoomTool;var I=o(436);T.CrosshairTool=I.CrosshairTool;var W=o(437);T.CustomJSHover=W.CustomJSHover;var g=o(438);T.HoverTool=g.HoverTool;var F=o(364);T.InspectTool=F.InspectTool;var G=o(366);T.Tool=G.Tool;var J=o(439);T.ToolProxy=J.ToolProxy;var L=o(363);T.Toolbar=L.Toolbar;var O=o(369);T.ToolbarBase=O.ToolbarBase;var U=o(440);T.ProxyToolbar=U.ProxyToolbar;var f=o(440);T.ToolbarBox=f.ToolbarBox},\n",
" function _(t,o,n){var i=t(113),e=t(371),c=t(121),u=t(367),s=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(u.bk_toolbar_button_custom_action)},o}(e.ActionToolButtonView);n.CustomActionButtonView=s,s.__name__=\"CustomActionButtonView\";var l=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype.doit=function(){null!=this.model.callback&&this.model.callback.execute(this.model)},o}(e.ActionToolView);n.CustomActionView=l,l.__name__=\"CustomActionView\";var r=function(t){function o(o){var n=t.call(this,o)||this;return n.tool_name=\"Custom Action\",n.button_view=s,n}return i.__extends(o,t),o.init_CustomAction=function(){this.prototype.default_view=l,this.define({action_tooltip:[c.String,\"Perform a Custom Action\"],callback:[c.Any],icon:[c.String]})},Object.defineProperty(o.prototype,\"tooltip\",{get:function(){return this.action_tooltip},enumerable:!0,configurable:!0}),o}(e.ActionTool);n.CustomAction=r,r.__name__=\"CustomAction\",r.init_CustomAction()},\n",
" function _(o,t,n){var e=o(113),i=o(371),_=o(373),l=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return e.__extends(t,o),t.prototype.connect_signals=function(){var t=this;o.prototype.connect_signals.call(this),this.connect(this.plot_view.state_changed,function(){return t.model.disabled=!t.plot_view.can_redo()})},t.prototype.doit=function(){this.plot_view.redo()},t}(i.ActionToolView);n.RedoToolView=l,l.__name__=\"RedoToolView\";var c=function(o){function t(t){var n=o.call(this,t)||this;return n.tool_name=\"Redo\",n.icon=_.bk_tool_icon_redo,n}return e.__extends(t,o),t.init_RedoTool=function(){this.prototype.default_view=l,this.override({disabled:!0})},t}(i.ActionTool);n.RedoTool=c,c.__name__=\"RedoTool\",c.init_RedoTool()},\n",
" function _(t,e,o){var n=t(113),i=t(371),_=t(373),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.doit=function(){this.plot_view.reset()},e}(i.ActionToolView);o.ResetToolView=l,l.__name__=\"ResetToolView\";var s=function(t){function e(e){var o=t.call(this,e)||this;return o.tool_name=\"Reset\",o.icon=_.bk_tool_icon_reset,o}return n.__extends(e,t),e.init_ResetTool=function(){this.prototype.default_view=l},e}(i.ActionTool);o.ResetTool=s,s.__name__=\"ResetTool\",s.init_ResetTool()},\n",
" function _(o,t,n){var e=o(113),i=o(371),_=o(373),a=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return e.__extends(t,o),t.prototype.doit=function(){this.plot_view.save(\"bokeh_plot\")},t}(i.ActionToolView);n.SaveToolView=a,a.__name__=\"SaveToolView\";var l=function(o){function t(t){var n=o.call(this,t)||this;return n.tool_name=\"Save\",n.icon=_.bk_tool_icon_save,n}return e.__extends(t,o),t.init_SaveTool=function(){this.prototype.default_view=a},t}(i.ActionTool);n.SaveTool=l,l.__name__=\"SaveTool\",l.init_SaveTool()},\n",
" function _(o,n,t){var i=o(113),e=o(371),_=o(373),l=function(o){function n(){return null!==o&&o.apply(this,arguments)||this}return i.__extends(n,o),n.prototype.connect_signals=function(){var n=this;o.prototype.connect_signals.call(this),this.connect(this.plot_view.state_changed,function(){return n.model.disabled=!n.plot_view.can_undo()})},n.prototype.doit=function(){this.plot_view.undo()},n}(e.ActionToolView);t.UndoToolView=l,l.__name__=\"UndoToolView\";var c=function(o){function n(n){var t=o.call(this,n)||this;return t.tool_name=\"Undo\",t.icon=_.bk_tool_icon_undo,t}return i.__extends(n,o),n.init_UndoTool=function(){this.prototype.default_view=l,this.override({disabled:!0})},n}(e.ActionTool);t.UndoTool=c,c.__name__=\"UndoTool\",c.init_UndoTool()},\n",
" function _(o,t,n){var i=o(113),e=o(371),_=o(416),l=o(121),s=o(373),r=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return i.__extends(t,o),t.prototype.doit=function(){var o=this.plot_view.frame,t=this.model.dimensions,n=\"width\"==t||\"both\"==t,i=\"height\"==t||\"both\"==t,e=_.scale_range(o,this.model.factor,n,i);this.plot_view.push_state(\"zoom_out\",{range:e}),this.plot_view.update_range(e,!1,!0),this.model.document&&this.model.document.interactive_start(this.plot_model)},t}(e.ActionToolView);n.ZoomInToolView=r,r.__name__=\"ZoomInToolView\";var m=function(o){function t(t){var n=o.call(this,t)||this;return n.tool_name=\"Zoom In\",n.icon=s.bk_tool_icon_zoom_in,n}return i.__extends(t,o),t.init_ZoomInTool=function(){this.prototype.default_view=r,this.define({factor:[l.Percent,.1],dimensions:[l.Dimensions,\"both\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),t}(e.ActionTool);n.ZoomInTool=m,m.__name__=\"ZoomInTool\",m.init_ZoomInTool()},\n",
" function _(r,n,a){var e=r(111);function o(r,n,a){var e=[r.start,r.end],o=e[0],t=e[1],i=null!=a?a:(t+o)/2;return[o-(o-i)*n,t-(t-i)*n]}function t(r,n){var a=n[0],e=n[1],o={};for(var t in r){var i=r[t].r_invert(a,e),l=i[0],v=i[1];o[t]={start:l,end:v}}return o}a.scale_highlow=o,a.get_info=t,a.scale_range=function(r,n,a,i,l){void 0===a&&(a=!0),void 0===i&&(i=!0),n=e.clamp(n,-.9,.9);var v=a?n:0,c=o(r.bbox.h_range,v,null!=l?l.x:void 0),s=c[0],u=c[1],f=t(r.xscales,[s,u]),_=i?n:0,d=o(r.bbox.v_range,_,null!=l?l.y:void 0),g=d[0],x=d[1];return{xrs:f,yrs:t(r.yscales,[g,x]),factor:n}}},\n",
" function _(o,t,e){var i=o(113),n=o(371),_=o(416),l=o(121),s=o(373),r=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return i.__extends(t,o),t.prototype.doit=function(){var o=this.plot_view.frame,t=this.model.dimensions,e=\"width\"==t||\"both\"==t,i=\"height\"==t||\"both\"==t,n=_.scale_range(o,-this.model.factor,e,i);this.plot_view.push_state(\"zoom_out\",{range:n}),this.plot_view.update_range(n,!1,!0),this.model.document&&this.model.document.interactive_start(this.plot_model)},t}(n.ActionToolView);e.ZoomOutToolView=r,r.__name__=\"ZoomOutToolView\";var u=function(o){function t(t){var e=o.call(this,t)||this;return e.tool_name=\"Zoom Out\",e.icon=s.bk_tool_icon_zoom_out,e}return i.__extends(t,o),t.init_ZoomOutTool=function(){this.prototype.default_view=r,this.define({factor:[l.Percent,.1],dimensions:[l.Dimensions,\"both\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),t}(n.ActionTool);e.ZoomOutTool=u,u.__name__=\"ZoomOutTool\",u.init_ZoomOutTool()},\n",
" function _(e,t,o){var n=e(113),r=e(121),i=e(110),a=e(109),s=e(370),_=function(e){function t(){var t=e.apply(this,arguments)||this;return t._mouse_in_frame=!0,t}return n.__extends(t,e),t.prototype._move_enter=function(e){this._mouse_in_frame=!0},t.prototype._move_exit=function(e){this._mouse_in_frame=!1},t.prototype._map_drag=function(e,t,o){var n=this.plot_view.frame;return n.bbox.contains(e,t)?[n.xscales[o.x_range_name].invert(e),n.yscales[o.y_range_name].invert(t)]:null},t.prototype._delete_selected=function(e){var t=e.data_source,o=t.selected.indices;o.sort();for(var n=0,r=t.columns();n<r.length;n++)for(var i=r[n],a=t.get_array(i),s=0;s<o.length;s++){var _=o[s];a.splice(_-s,1)}this._emit_cds_changes(t)},t.prototype._pop_glyphs=function(e,t){var o=e.columns();if(t&&o.length)for(var n=0,r=o;n<r.length;n++){var i=r[n],s=e.get_array(i),_=s.length-t+1;_<1||(a.isArray(s)||(s=Array.from(s),e.data[i]=s),s.splice(0,_))}},t.prototype._emit_cds_changes=function(e,t,o,n){void 0===t&&(t=!0),void 0===o&&(o=!0),void 0===n&&(n=!0),o&&e.selection_manager.clear(),t&&e.change.emit(),n&&(e.data=e.data,e.properties.data.change.emit())},t.prototype._drag_points=function(e,t){if(null!=this._basepoint){for(var o=this._basepoint,n=o[0],r=o[1],i=0,a=t;i<a.length;i++){var s=a[i],_=this._map_drag(n,r,s),l=this._map_drag(e.sx,e.sy,s);if(null!=l&&null!=_){for(var c=l[0],p=l[1],u=[c-_[0],p-_[1]],d=u[0],m=u[1],f=s.glyph,h=s.data_source,g=[f.x.field,f.y.field],v=g[0],y=g[1],b=0,x=h.selected.indices;b<x.length;b++){var T=x[b];v&&(h.data[v][T]+=d),y&&(h.data[y][T]+=m)}h.change.emit()}}this._basepoint=[e.sx,e.sy]}},t.prototype._pad_empty_columns=function(e,t){for(var o=0,n=e.columns();o<n.length;o++){var r=n[o];i.includes(t,r)||e.get_array(r).push(this.model.empty_value)}},t.prototype._select_event=function(e,t,o){var n=this.plot_view.frame,r=e.sx,i=e.sy;if(!n.bbox.contains(r,i))return[];for(var a={type:\"point\",sx:r,sy:i},s=[],_=0,l=o;_<l.length;_++){var c=l[_],p=c.get_selection_manager(),u=c.data_source,d=[this.plot_view.renderer_views[c.id]];p.select(d,a,!0,t)&&s.push(c),u.properties.selected.change.emit()}return s},t}(s.GestureToolView);o.EditToolView=_,_.__name__=\"EditToolView\";var l=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_EditTool=function(){this.define({custom_icon:[r.String],custom_tooltip:[r.String],empty_value:[r.Any],renderers:[r.Array,[]]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this.custom_tooltip||this.tool_name},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"computed_icon\",{get:function(){return this.custom_icon||this.icon},enumerable:!0,configurable:!0}),t}(s.GestureTool);o.EditTool=l,l.__name__=\"EditTool\",l.init_EditTool()},\n",
" function _(t,e,i){var s=t(113),o=t(163),n=t(121),_=t(418),a=t(373),r=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype._tap=function(t){if(null==this._draw_basepoint&&null==this._basepoint){var e=t.shiftKey;this._select_event(t,e,this.model.renderers)}},e.prototype._keyup=function(t){if(this.model.active&&this._mouse_in_frame)for(var e=0,i=this.model.renderers;e<i.length;e++){var s=i[e];if(t.keyCode===o.Keys.Backspace)this._delete_selected(s);else if(t.keyCode==o.Keys.Esc){s.data_source.selection_manager.clear()}}},e.prototype._set_extent=function(t,e,i,s){var o=t[0],n=t[1],_=e[0],a=e[1];void 0===s&&(s=!1);var r=this.model.renderers[0],d=this.plot_view.frame,l=r.glyph,h=r.data_source,p=d.xscales[r.x_range_name],u=d.yscales[r.y_range_name],f=p.r_invert(o,n),c=f[0],m=f[1],y=u.r_invert(_,a),v=y[0],b=y[1],x=[(c+m)/2,(v+b)/2],g=x[0],w=x[1],E=[m-c,b-v],T=E[0],B=E[1],K=[l.x.field,l.y.field],k=K[0],V=K[1],j=[l.width.field,l.height.field],C=j[0],D=j[1];if(i)this._pop_glyphs(h,this.model.num_objects),k&&h.get_array(k).push(g),V&&h.get_array(V).push(w),C&&h.get_array(C).push(T),D&&h.get_array(D).push(B),this._pad_empty_columns(h,[k,V,C,D]);else{var I=h.data[k].length-1;k&&(h.data[k][I]=g),V&&(h.data[V][I]=w),C&&(h.data[C][I]=T),D&&(h.data[D][I]=B)}this._emit_cds_changes(h,!0,!1,s)},e.prototype._update_box=function(t,e,i){if(void 0===e&&(e=!1),void 0===i&&(i=!1),null!=this._draw_basepoint){var s=[t.sx,t.sy],o=this.plot_view.frame,n=this.model.dimensions,_=this.model._get_dim_limits(this._draw_basepoint,s,o,n);if(null!=_){var a=_[0],r=_[1];this._set_extent(a,r,e,i)}}},e.prototype._doubletap=function(t){this.model.active&&(null!=this._draw_basepoint?(this._update_box(t,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[t.sx,t.sy],this._select_event(t,!0,this.model.renderers),this._update_box(t,!0,!1)))},e.prototype._move=function(t){this._update_box(t,!1,!1)},e.prototype._pan_start=function(t){if(t.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[t.sx,t.sy],this._update_box(t,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(t,!0,this.model.renderers),this._basepoint=[t.sx,t.sy]}},e.prototype._pan=function(t,e,i){if(void 0===e&&(e=!1),void 0===i&&(i=!1),t.shiftKey){if(null==this._draw_basepoint)return;this._update_box(t,e,i)}else{if(null==this._basepoint)return;this._drag_points(t,this.model.renderers)}},e.prototype._pan_end=function(t){if(this._pan(t,!1,!0),t.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(var e=0,i=this.model.renderers;e<i.length;e++){var s=i[e];this._emit_cds_changes(s.data_source,!1,!0,!0)}}},e}(_.EditToolView);i.BoxEditToolView=r,r.__name__=\"BoxEditToolView\";var d=function(t){function e(e){var i=t.call(this,e)||this;return i.tool_name=\"Box Edit Tool\",i.icon=a.bk_tool_icon_box_edit,i.event_type=[\"tap\",\"pan\",\"move\"],i.default_order=1,i}return s.__extends(e,t),e.init_BoxEditTool=function(){this.prototype.default_view=r,this.define({dimensions:[n.Dimensions,\"both\"],num_objects:[n.Int,0]})},e}(_.EditTool);i.BoxEditTool=d,d.__name__=\"BoxEditTool\",d.init_BoxEditTool()},\n",
" function _(e,t,a){var r=e(113),n=e(163),o=e(121),i=e(109),_=e(418),s=e(373),d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t.prototype._draw=function(e,t,a){if(void 0===a&&(a=!1),this.model.active){var r=this.model.renderers[0],n=this._map_drag(e.sx,e.sy,r);if(null!=n){var o=n[0],_=n[1],s=r.data_source,d=r.glyph,h=[d.xs.field,d.ys.field],l=h[0],p=h[1];if(\"new\"==t)this._pop_glyphs(s,this.model.num_objects),l&&s.get_array(l).push([o]),p&&s.get_array(p).push([_]),this._pad_empty_columns(s,[l,p]);else if(\"add\"==t){if(l){var c=s.data[l].length-1,u=s.get_array(l)[c];i.isArray(u)||(u=Array.from(u),s.data[l][c]=u),u.push(o)}if(p){var f=s.data[p].length-1,y=s.get_array(p)[f];i.isArray(y)||(y=Array.from(y),s.data[p][f]=y),y.push(_)}}this._emit_cds_changes(s,!0,!0,a)}}},t.prototype._pan_start=function(e){this._draw(e,\"new\")},t.prototype._pan=function(e){this._draw(e,\"add\")},t.prototype._pan_end=function(e){this._draw(e,\"add\",!0)},t.prototype._tap=function(e){this._select_event(e,e.shiftKey,this.model.renderers)},t.prototype._keyup=function(e){if(this.model.active&&this._mouse_in_frame)for(var t=0,a=this.model.renderers;t<a.length;t++){var r=a[t];e.keyCode===n.Keys.Esc?r.data_source.selection_manager.clear():e.keyCode===n.Keys.Backspace&&this._delete_selected(r)}},t}(_.EditToolView);a.FreehandDrawToolView=d,d.__name__=\"FreehandDrawToolView\";var h=function(e){function t(t){var a=e.call(this,t)||this;return a.tool_name=\"Freehand Draw Tool\",a.icon=s.bk_tool_icon_freehand_draw,a.event_type=[\"pan\",\"tap\"],a.default_order=3,a}return r.__extends(t,e),t.init_FreehandDrawTool=function(){this.prototype.default_view=d,this.define({num_objects:[o.Int,0]})},t}(_.EditTool);a.FreehandDrawTool=h,h.__name__=\"FreehandDrawTool\",h.init_FreehandDrawTool()},\n",
" function _(e,t,o){var n=e(113),i=e(163),a=e(121),r=e(418),s=e(373),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype._tap=function(e){var t=e.shiftKey;if(!this._select_event(e,t,this.model.renderers).length&&this.model.add){var o=this.model.renderers[0],n=this._map_drag(e.sx,e.sy,o);if(null!=n){var i=o.glyph,a=o.data_source,r=[i.x.field,i.y.field],s=r[0],_=r[1],d=n[0],l=n[1];this._pop_glyphs(a,this.model.num_objects),s&&a.get_array(s).push(d),_&&a.get_array(_).push(l),this._pad_empty_columns(a,[s,_]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}}},t.prototype._keyup=function(e){if(this.model.active&&this._mouse_in_frame)for(var t=0,o=this.model.renderers;t<o.length;t++){var n=o[t];e.keyCode===i.Keys.Backspace?this._delete_selected(n):e.keyCode==i.Keys.Esc&&n.data_source.selection_manager.clear()}},t.prototype._pan_start=function(e){this.model.drag&&(this._select_event(e,!0,this.model.renderers),this._basepoint=[e.sx,e.sy])},t.prototype._pan=function(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)},t.prototype._pan_end=function(e){if(this.model.drag){this._pan(e);for(var t=0,o=this.model.renderers;t<o.length;t++){var n=o[t];this._emit_cds_changes(n.data_source,!1,!0,!0)}this._basepoint=null}},t}(r.EditToolView);o.PointDrawToolView=_,_.__name__=\"PointDrawToolView\";var d=function(e){function t(t){var o=e.call(this,t)||this;return o.tool_name=\"Point Draw Tool\",o.icon=s.bk_tool_icon_point_draw,o.event_type=[\"tap\",\"pan\",\"move\"],o.default_order=2,o}return n.__extends(t,e),t.init_PointDrawTool=function(){this.prototype.default_view=_,this.define({add:[a.Boolean,!0],drag:[a.Boolean,!0],num_objects:[a.Int,0]})},t}(r.EditTool);o.PointDrawTool=d,d.__name__=\"PointDrawTool\",d.init_PointDrawTool()},\n",
" function _(e,t,i){var r=e(113),a=e(163),s=e(121),o=e(109),n=e(423),_=e(373),d=function(e){function t(){var t=e.apply(this,arguments)||this;return t._drawing=!1,t._initialized=!1,t}return r.__extends(t,e),t.prototype._tap=function(e){this._drawing?this._draw(e,\"add\",!0):this._select_event(e,e.shiftKey,this.model.renderers)},t.prototype._draw=function(e,t,i){void 0===i&&(i=!1);var a=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,a);if(this._initialized||this.activate(),null!=s){var n=this._snap_to_vertex.apply(this,r.__spreadArrays([e],s)),_=n[0],d=n[1],l=a.data_source,h=a.glyph,p=[h.xs.field,h.ys.field],c=p[0],g=p[1];if(\"new\"==t)this._pop_glyphs(l,this.model.num_objects),c&&l.get_array(c).push([_,_]),g&&l.get_array(g).push([d,d]),this._pad_empty_columns(l,[c,g]);else if(\"edit\"==t){if(c)(y=l.data[c][l.data[c].length-1])[y.length-1]=_;if(g)(u=l.data[g][l.data[g].length-1])[u.length-1]=d}else if(\"add\"==t){if(c){var y,f=l.data[c].length-1,v=(y=l.get_array(c)[f])[y.length-1];y[y.length-1]=_,o.isArray(y)||(y=Array.from(y),l.data[c][f]=y),y.push(v)}if(g){var u,m=l.data[g].length-1,w=(u=l.get_array(g)[m])[u.length-1];u[u.length-1]=d,o.isArray(u)||(u=Array.from(u),l.data[g][m]=u),u.push(w)}}this._emit_cds_changes(l,!0,!1,i)}},t.prototype._show_vertices=function(){if(this.model.active){for(var e=[],t=[],i=0;i<this.model.renderers.length;i++){var r=this.model.renderers[i],a=r.data_source,s=r.glyph,o=[s.xs.field,s.ys.field],n=o[0],_=o[1];if(n)for(var d=0,l=a.get_array(n);d<l.length;d++){var h=l[d];Array.prototype.push.apply(e,h)}if(_)for(var p=0,c=a.get_array(_);p<c.length;p++){h=c[p];Array.prototype.push.apply(t,h)}this._drawing&&i==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}},t.prototype._doubletap=function(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,\"edit\",!0)):(this._drawing=!0,this._draw(e,\"new\",!0)))},t.prototype._move=function(e){this._drawing&&this._draw(e,\"edit\")},t.prototype._remove=function(){var e=this.model.renderers[0],t=e.data_source,i=e.glyph,r=[i.xs.field,i.ys.field],a=r[0],s=r[1];if(a){var o=t.data[a].length-1,n=t.get_array(a)[o];n.splice(n.length-1,1)}if(s){var _=t.data[s].length-1,d=t.get_array(s)[_];d.splice(d.length-1,1)}this._emit_cds_changes(t)},t.prototype._keyup=function(e){if(this.model.active&&this._mouse_in_frame)for(var t=0,i=this.model.renderers;t<i.length;t++){var r=i[t];e.keyCode===a.Keys.Backspace?this._delete_selected(r):e.keyCode==a.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),r.data_source.selection_manager.clear())}},t.prototype._pan_start=function(e){this.model.drag&&(this._select_event(e,!0,this.model.renderers),this._basepoint=[e.sx,e.sy])},t.prototype._pan=function(e){if(null!=this._basepoint&&this.model.drag){for(var t=this._basepoint,i=t[0],r=t[1],a=0,s=this.model.renderers;a<s.length;a++){var o=s[a],n=this._map_drag(i,r,o),_=this._map_drag(e.sx,e.sy,o);if(null!=_&&null!=n){var d=o.data_source,l=o.glyph,h=[l.xs.field,l.ys.field],p=h[0],c=h[1];if(p||c){for(var g=_[0],y=_[1],f=[g-n[0],y-n[1]],v=f[0],u=f[1],m=0,w=d.selected.indices;m<w.length;m++){var x=w[m],b=void 0,P=void 0,T=void 0;p&&(P=d.data[p][x]),b=c?(T=d.data[c][x]).length:P.length;for(var A=0;A<b;A++)P&&(P[A]+=v),T&&(T[A]+=u)}d.change.emit()}}}this._basepoint=[e.sx,e.sy]}},t.prototype._pan_end=function(e){if(this.model.drag){this._pan(e);for(var t=0,i=this.model.renderers;t<i.length;t++){var r=i[t];this._emit_cds_changes(r.data_source)}this._basepoint=null}},t.prototype.activate=function(){var e=this;if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(var t=0,i=this.model.renderers;t<i.length;t++){var r=i[t].data_source;r.connect(r.properties.data.change,function(){return e._show_vertices()})}this._initialized=!0}},t.prototype.deactivate=function(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()},t}(n.PolyToolView);i.PolyDrawToolView=d,d.__name__=\"PolyDrawToolView\";var l=function(e){function t(t){var i=e.call(this,t)||this;return i.tool_name=\"Polygon Draw Tool\",i.icon=_.bk_tool_icon_poly_draw,i.event_type=[\"pan\",\"tap\",\"move\"],i.default_order=3,i}return r.__extends(t,e),t.init_PolyDrawTool=function(){this.prototype.default_view=d,this.define({drag:[s.Boolean,!0],num_objects:[s.Int,0]})},t}(n.PolyTool);i.PolyDrawTool=l,l.__name__=\"PolyDrawTool\",l.init_PolyDrawTool()},\n",
" function _(e,t,r){var i=e(113),o=e(121),n=e(109),_=e(418),l=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype._set_vertices=function(e,t){var r=this.model.vertex_renderer.glyph,i=this.model.vertex_renderer.data_source,o=[r.x.field,r.y.field],_=o[0],l=o[1];_&&(n.isArray(e)?i.data[_]=e:r.x={value:e}),l&&(n.isArray(t)?i.data[l]=t:r.y={value:t}),this._emit_cds_changes(i,!0,!0,!1)},t.prototype._hide_vertices=function(){this._set_vertices([],[])},t.prototype._snap_to_vertex=function(e,t,r){if(this.model.vertex_renderer){var i=this._select_event(e,!1,[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,n=this.model.vertex_renderer.glyph,_=[n.x.field,n.y.field],l=_[0],s=_[1];if(i.length){var d=o.selected.indices[0];l&&(t=o.data[l][d]),s&&(r=o.data[s][d]),o.selection_manager.clear()}}return[t,r]},t}(_.EditToolView);r.PolyToolView=l,l.__name__=\"PolyToolView\";var s=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_PolyTool=function(){this.prototype.default_view=l,this.define({vertex_renderer:[o.Instance]})},t}(_.EditTool);r.PolyTool=s,s.__name__=\"PolyTool\",s.init_PolyTool()},\n",
" function _(e,t,r){var i=e(113),s=e(163),_=e(109),d=e(423),n=e(373),a=function(e){function t(){var t=e.apply(this,arguments)||this;return t._drawing=!1,t}return i.__extends(t,e),t.prototype._doubletap=function(e){if(this.model.active){var t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null!=t){var r=t[0],i=t[1],s=this._select_event(e,!1,[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,n=[d.x.field,d.y.field],a=n[0],o=n[1];if(s.length&&null!=this._selected_renderer){var l=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[l+1],a&&_.get_array(a).splice(l+1,0,r),o&&_.get_array(o).splice(l+1,0,i),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}}},t.prototype._show_vertices=function(e){if(this.model.active){var t=this._select_event(e,!1,this.model.renderers);if(!t.length)return this._set_vertices([],[]),this._selected_renderer=null,void(this._drawing=!1);var r,i,s=t[0],d=s.glyph,n=s.data_source,a=n.selected.indices[0],o=[d.xs.field,d.ys.field],l=o[0],c=o[1];l?(r=n.data[l][a],_.isArray(r)||(n.data[l][a]=r=Array.from(r))):r=d.xs.value,c?(i=n.data[c][a],_.isArray(i)||(n.data[c][a]=i=Array.from(i))):i=d.ys.value,this._selected_renderer=s,this._set_vertices(r,i)}},t.prototype._move=function(e){var t;if(this._drawing&&null!=this._selected_renderer){var r=this.model.vertex_renderer,i=r.data_source,s=r.glyph,_=this._map_drag(e.sx,e.sy,r);if(null==_)return;var d=_[0],n=_[1],a=i.selected.indices;d=(t=this._snap_to_vertex(e,d,n))[0],n=t[1],i.selected.indices=a;var o=[s.x.field,s.y.field],l=o[0],c=o[1],h=a[0];l&&(i.data[l][h]=d),c&&(i.data[c][h]=n),i.change.emit(),this._selected_renderer.data_source.change.emit()}},t.prototype._tap=function(e){var t,r=this.model.vertex_renderer,i=this._map_drag(e.sx,e.sy,r);if(null!=i){if(this._drawing&&this._selected_renderer){var s=i[0],_=i[1],d=r.data_source,n=r.glyph,a=[n.x.field,n.y.field],o=a[0],l=a[1],c=d.selected.indices;s=(t=this._snap_to_vertex(e,s,_))[0],_=t[1];var h=c[0];if(d.selected.indices=[h+1],o){var v=d.get_array(o),p=v[h];v[h]=s,v.splice(h+1,0,p)}if(l){var y=d.get_array(l),u=y[h];y[h]=_,y.splice(h+1,0,u)}return d.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}var m=e.shiftKey;this._select_event(e,m,[r]),this._select_event(e,m,this.model.renderers)}},t.prototype._remove_vertex=function(){if(this._drawing&&this._selected_renderer){var e=this.model.vertex_renderer,t=e.data_source,r=e.glyph,i=t.selected.indices[0],s=[r.x.field,r.y.field],_=s[0],d=s[1];_&&t.get_array(_).splice(i,1),d&&t.get_array(d).splice(i,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}},t.prototype._pan_start=function(e){this._select_event(e,!0,[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]},t.prototype._pan=function(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())},t.prototype._pan_end=function(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)},t.prototype._keyup=function(e){if(this.model.active&&this._mouse_in_frame)for(var t=0,r=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;t<r.length;t++){var i=r[t];e.keyCode===s.Keys.Backspace?(this._delete_selected(i),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==s.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),i.data_source.selection_manager.clear())}},t.prototype.deactivate=function(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())},t}(d.PolyToolView);r.PolyEditToolView=a,a.__name__=\"PolyEditToolView\";var o=function(e){function t(t){var r=e.call(this,t)||this;return r.tool_name=\"Poly Edit Tool\",r.icon=n.bk_tool_icon_poly_edit,r.event_type=[\"tap\",\"pan\",\"move\"],r.default_order=4,r}return i.__extends(t,e),t.init_PolyEditTool=function(){this.prototype.default_view=a},t}(d.PolyTool);r.PolyEditTool=o,o.__name__=\"PolyEditTool\",o.init_PolyEditTool()},\n",
" function _(e,t,o){var i=e(113),l=e(426),n=e(201),s=e(121),_=e(373),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype._compute_limits=function(e){var t=this.plot_view.frame,o=this.model.dimensions,i=this._base_point;if(\"center\"==this.model.origin){var l=i[0],n=i[1];i=[l-(e[0]-l),n-(e[1]-n)]}return this.model._get_dim_limits(i,e,t,o)},t.prototype._pan_start=function(e){var t=e.sx,o=e.sy;this._base_point=[t,o]},t.prototype._pan=function(e){var t=[e.sx,e.sy],o=this._compute_limits(t),i=o[0],l=o[1];if(this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove){var n=e.shiftKey;this._do_select(i,l,!1,n)}},t.prototype._pan_end=function(e){var t=[e.sx,e.sy],o=this._compute_limits(t),i=o[0],l=o[1],n=e.shiftKey;this._do_select(i,l,!0,n),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.push_state(\"box_select\",{selection:this.plot_view.get_selection()})},t.prototype._do_select=function(e,t,o,i){void 0===i&&(i=!1);var l={type:\"rect\",sx0:e[0],sx1:e[1],sy0:t[0],sy1:t[1]};this._select(l,o,i)},t.prototype._emit_callback=function(e){var t=this.computed_renderers[0],o=this.plot_view.frame,i=o.xscales[t.x_range_name],l=o.yscales[t.y_range_name],n=e.sx0,s=e.sx1,_=e.sy0,r=e.sy1,a=i.r_invert(n,s),c=a[0],u=a[1],p=l.r_invert(_,r),h=p[0],m=p[1],v=Object.assign({x0:c,y0:h,x1:u,y1:m},e);null!=this.model.callback&&this.model.callback.execute(this.model,{geometry:v})},t}(l.SelectToolView);o.BoxSelectToolView=r,r.__name__=\"BoxSelectToolView\";var a=function(){return new n.BoxAnnotation({level:\"overlay\",render_mode:\"css\",top_units:\"screen\",left_units:\"screen\",bottom_units:\"screen\",right_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]}})},c=function(e){function t(t){var o=e.call(this,t)||this;return o.tool_name=\"Box Select\",o.icon=_.bk_tool_icon_box_select,o.event_type=\"pan\",o.default_order=30,o}return i.__extends(t,e),t.init_BoxSelectTool=function(){this.prototype.default_view=r,this.define({dimensions:[s.Dimensions,\"both\"],select_every_mousemove:[s.Boolean,!1],callback:[s.Any],overlay:[s.Instance,a],origin:[s.BoxOrigin,\"corner\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),t}(l.SelectTool);o.BoxSelectTool=c,c.__name__=\"BoxSelectTool\",c.init_BoxSelectTool()},\n",
" function _(e,t,r){var n=e(113),i=e(370),o=e(175),s=e(192),a=e(427),c=e(121),_=e(163),l=e(376),d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),Object.defineProperty(t.prototype,\"computed_renderers\",{get:function(){var e=this.model.renderers,t=this.plot_model.renderers,r=this.model.names;return a.compute_renderers(e,t,r)},enumerable:!0,configurable:!0}),t.prototype._computed_renderers_by_data_source=function(){for(var e={},t=0,r=this.computed_renderers;t<r.length;t++){var n=r[t],i=void 0;if(n instanceof o.GlyphRenderer)i=n.data_source.id;else{if(!(n instanceof s.GraphRenderer))continue;i=n.node_renderer.data_source.id}i in e||(e[i]=[]),e[i].push(n)}return e},t.prototype._keyup=function(e){if(e.keyCode==_.Keys.Esc){for(var t=0,r=this.computed_renderers;t<r.length;t++){r[t].get_selection_manager().clear()}this.plot_view.request_render()}},t.prototype._select=function(e,t,r){var n=this._computed_renderers_by_data_source();for(var i in n){for(var o=n[i],s=o[0].get_selection_manager(),a=[],c=0,_=o;c<_.length;c++){var l=_[c];l.id in this.plot_view.renderer_views&&a.push(this.plot_view.renderer_views[l.id])}s.select(a,e,t,r)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)},t.prototype._emit_selection_event=function(e,t){void 0===t&&(t=!0);var r,n=this.plot_view.frame,i=n.xscales.default,o=n.yscales.default;switch(e.type){case\"point\":var s=e.sx,a=e.sy,c=i.invert(s),_=o.invert(a);r=Object.assign(Object.assign({},e),{x:c,y:_});break;case\"rect\":var d=e.sx0,u=e.sx1,p=e.sy0,v=e.sy1,y=i.r_invert(d,u),h=y[0],f=y[1],m=o.r_invert(p,v),g=m[0],b=m[1];r=Object.assign(Object.assign({},e),{x0:h,y0:g,x1:f,y1:b});break;case\"poly\":s=e.sx,a=e.sy,c=i.v_invert(s),_=o.v_invert(a);r=Object.assign(Object.assign({},e),{x:c,y:_});break;default:throw new Error(\"Unrecognized selection geometry type: '\"+e.type+\"'\")}this.plot_model.trigger_event(new l.SelectionGeometry(r,t))},t}(i.GestureToolView);r.SelectToolView=d,d.__name__=\"SelectToolView\";var u=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_SelectTool=function(){this.define({renderers:[c.Any,\"auto\"],names:[c.Array,[]]})},t}(i.GestureTool);r.SelectTool=u,u.__name__=\"SelectTool\",u.init_SelectTool()},\n",
" function _(n,r,e){var t=n(110);e.compute_renderers=function(n,r,e){if(null==n)return[];var u=\"auto\"==n?r:n;return e.length>0&&(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)<l&&(n=l)),h=Math.abs(i-n),t[1]<=o[1]?(r=t[1],(a=t[1]+h/s)>u&&(a=u)):(a=t[1],(r=t[1]-h/s)<p&&(r=p)),c=Math.abs(a-r),t[0]<=o[0]?i=t[0]+s*c:n=t[0]-s*c,[[n,i],[r,a]]},o.prototype._compute_limits=function(t){var o,e,n,i,a=this.plot_view.frame,r=this.model.dimensions,s=this._base_point;if(\"center\"==this.model.origin){var _=s[0],l=s[1];s=[_-(t[0]-_),l-(t[1]-l)]}return this.model.match_aspect&&\"both\"==r?(n=(o=this._match_aspect(s,t,a))[0],i=o[1]):(n=(e=this.model._get_dim_limits(s,t,a,r))[0],i=e[1]),[n,i]},o.prototype._pan_start=function(t){this._base_point=[t.sx,t.sy]},o.prototype._pan=function(t){var o=[t.sx,t.sy],e=this._compute_limits(o),n=e[0],i=e[1];this.model.overlay.update({left:n[0],right:n[1],top:i[0],bottom:i[1]})},o.prototype._pan_end=function(t){var o=[t.sx,t.sy],e=this._compute_limits(o),n=e[0],i=e[1];this._update(n,i),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null},o.prototype._update=function(t,o){var e=t[0],n=t[1],i=o[0],a=o[1];if(!(Math.abs(n-e)<=5||Math.abs(a-i)<=5)){var r=this.plot_view.frame,s=r.xscales,_=r.yscales,l={};for(var u in s){var p=s[u].r_invert(e,n),h=p[0],c=p[1];l[u]={start:h,end:c}}var m={};for(var u in _){var v=_[u].r_invert(i,a);h=v[0],c=v[1];m[u]={start:h,end:c}}var d={xrs:l,yrs:m};this.plot_view.push_state(\"box_zoom\",{range:d}),this.plot_view.update_range(d)}},o}(i.GestureToolView);e.BoxZoomToolView=_,_.__name__=\"BoxZoomToolView\";var l=function(){return new a.BoxAnnotation({level:\"overlay\",render_mode:\"css\",top_units:\"screen\",left_units:\"screen\",bottom_units:\"screen\",right_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]}})},u=function(t){function o(o){var e=t.call(this,o)||this;return e.tool_name=\"Box Zoom\",e.icon=s.bk_tool_icon_box_zoom,e.event_type=\"pan\",e.default_order=20,e}return n.__extends(o,t),o.init_BoxZoomTool=function(){this.prototype.default_view=_,this.define({dimensions:[r.Dimensions,\"both\"],overlay:[r.Instance,l],match_aspect:[r.Boolean,!1],origin:[r.BoxOrigin,\"corner\"]})},Object.defineProperty(o.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),o}(i.GestureTool);e.BoxZoomTool=u,u.__name__=\"BoxZoomTool\",u.init_BoxZoomTool()},\n",
" function _(e,t,o){var s=e(113),a=e(426),l=e(233),i=e(163),n=e(121),c=e(373),_=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.data=null},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){return t._active_change()})},t.prototype._active_change=function(){this.model.active||this._clear_overlay()},t.prototype._keyup=function(e){e.keyCode==i.Keys.Enter&&this._clear_overlay()},t.prototype._pan_start=function(e){var t=e.sx,o=e.sy;this.data={sx:[t],sy:[o]}},t.prototype._pan=function(e){var t=e.sx,o=e.sy,s=this.plot_view.frame.bbox.clip(t,o),a=s[0],l=s[1];if(this.data.sx.push(a),this.data.sy.push(l),this.model.overlay.update({xs:this.data.sx,ys:this.data.sy}),this.model.select_every_mousemove){var i=e.shiftKey;this._do_select(this.data.sx,this.data.sy,!1,i)}},t.prototype._pan_end=function(e){this._clear_overlay();var t=e.shiftKey;this._do_select(this.data.sx,this.data.sy,!0,t),this.plot_view.push_state(\"lasso_select\",{selection:this.plot_view.get_selection()})},t.prototype._clear_overlay=function(){this.model.overlay.update({xs:[],ys:[]})},t.prototype._do_select=function(e,t,o,s){var a={type:\"poly\",sx:e,sy:t};this._select(a,o,s)},t.prototype._emit_callback=function(e){var t=this.computed_renderers[0],o=this.plot_view.frame,s=o.xscales[t.x_range_name],a=o.yscales[t.y_range_name],l=s.v_invert(e.sx),i=a.v_invert(e.sy),n=Object.assign({x:l,y:i},e);null!=this.model.callback&&this.model.callback.execute(this.model,{geometry:n})},t}(a.SelectToolView);o.LassoSelectToolView=_,_.__name__=\"LassoSelectToolView\";var r=function(){return new l.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]}})},h=function(e){function t(t){var o=e.call(this,t)||this;return o.tool_name=\"Lasso Select\",o.icon=c.bk_tool_icon_lasso_select,o.event_type=\"pan\",o.default_order=12,o}return s.__extends(t,e),t.init_LassoSelectTool=function(){this.prototype.default_view=_,this.define({select_every_mousemove:[n.Boolean,!0],callback:[n.Any],overlay:[n.Instance,r]})},t}(a.SelectTool);o.LassoSelectTool=h,h.__name__=\"LassoSelectTool\",h.init_LassoSelectTool()},\n",
" function _(t,n,e){var i=t(113),o=t(370),s=t(121),a=t(373),r=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype._pan_start=function(t){this.last_dx=0,this.last_dy=0;var n=t.sx,e=t.sy,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){var o=i.h_range,s=i.v_range;(n<o.start||n>o.end)&&(this.v_axis_only=!0),(e<s.start||e>s.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)<n}function u(t,e,i,n,s){var r=!0;if(null!=s.left&&null!=s.right){var l=i.invert(t);(l<s.left||l>s.right)&&(r=!1)}if(null!=s.bottom&&null!=s.top){var a=n.invert(e);(a<s.bottom||a>s.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<e.end?(e.start=t,i):(e.start=e.end,e.end=t,_(i))}function g(t,e,i,n){var s=e.r_compute(t.start,t.end),r=s[0],l=s[1],a=e.r_invert(r+i,l+i),o=a[0],_=a[1],h=d(t.start,t.end,n);d(o,_,n)>=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<f.length;m++){var d=f[m];if((_=d.get_selection_manager()).inspect(this.plot_view.renderer_views[d.id],e)&&null!=n){var y;c=(y=this.plot_view.frame).xscales[d.x_range_name],p=y.yscales[d.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)}}},t}(n.SelectToolView);i.TapToolView=r,r.__name__=\"TapToolView\";var _=function(e){function t(t){var i=e.call(this,t)||this;return i.tool_name=\"Tap\",i.icon=a.bk_tool_icon_tap_select,i.event_type=\"tap\",i.default_order=10,i}return s.__extends(t,e),t.init_TapTool=function(){this.prototype.default_view=r,this.define({behavior:[o.TapBehavior,\"select\"],callback:[o.Any]})},t}(n.SelectTool);i.TapTool=_,_.__name__=\"TapTool\",_.init_TapTool()},\n",
" function _(e,t,n){var o=e(113),r=e(370),i=e(121),a=e(373),s=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return o.__extends(t,e),t.prototype._scroll=function(e){var t=this.model.speed*e.delta;t>.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<n&&n<t.end,a=(\"height\"==_||\"both\"==_)&&i.start<s&&s<i.end;if(r&&a||this.model.zoom_on_axis){var h=this.model.speed*e.delta,m=l.scale_range(o,h,r,a,{x:n,y:s});this.plot_view.push_state(\"wheel_zoom\",{range:m}),this.plot_view.update_range(m,!1,!0,this.model.maintain_focus),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)}},o}(n.GestureToolView);t.WheelZoomToolView=a,a.__name__=\"WheelZoomToolView\";var h=function(e){function o(o){var t=e.call(this,o)||this;return t.tool_name=\"Wheel Zoom\",t.icon=r.bk_tool_icon_wheel_zoom,t.event_type=_.is_mobile?\"pinch\":\"scroll\",t.default_order=10,t}return i.__extends(o,e),o.init_WheelZoomTool=function(){this.prototype.default_view=a,this.define({dimensions:[s.Dimensions,\"both\"],maintain_focus:[s.Boolean,!0],zoom_on_axis:[s.Boolean,!0],speed:[s.Number,1/600]})},Object.defineProperty(o.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),o}(n.GestureTool);t.WheelZoomTool=h,h.__name__=\"WheelZoomTool\",h.init_WheelZoomTool()},\n",
" function _(i,t,e){var o=i(113),n=i(364),s=i(235),r=i(121),l=i(125),a=i(373),h=function(i){function t(){return null!==i&&i.apply(this,arguments)||this}return o.__extends(t,i),t.prototype._move=function(i){if(this.model.active){var t=i.sx,e=i.sy;this.plot_view.frame.bbox.contains(t,e)?this._update_spans(t,e):this._update_spans(null,null)}},t.prototype._move_exit=function(i){this._update_spans(null,null)},t.prototype._update_spans=function(i,t){var e=this.model.dimensions;\"width\"!=e&&\"both\"!=e||(this.model.spans.width.computed_location=t),\"height\"!=e&&\"both\"!=e||(this.model.spans.height.computed_location=i)},t}(n.InspectToolView);e.CrosshairToolView=h,h.__name__=\"CrosshairToolView\";var _=function(i){function t(t){var e=i.call(this,t)||this;return e.tool_name=\"Crosshair\",e.icon=a.bk_tool_icon_crosshair,e}return o.__extends(t,i),t.init_CrosshairTool=function(){this.prototype.default_view=h,this.define({dimensions:[r.Dimensions,\"both\"],line_color:[r.Color,\"black\"],line_width:[r.Number,1],line_alpha:[r.Number,1]}),this.internal({location_units:[r.SpatialUnits,\"screen\"],render_mode:[r.RenderMode,\"css\"],spans:[r.Any]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(\"Crosshair\",this.dimensions)},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"synthetic_renderers\",{get:function(){return l.values(this.spans)},enumerable:!0,configurable:!0}),t.prototype.initialize=function(){i.prototype.initialize.call(this),this.spans={width:new s.Span({for_hover:!0,dimension:\"width\",render_mode:this.render_mode,location_units:this.location_units,line_color:this.line_color,line_width:this.line_width,line_alpha:this.line_alpha}),height:new s.Span({for_hover:!0,dimension:\"height\",render_mode:this.render_mode,location_units:this.location_units,line_color:this.line_color,line_width:this.line_width,line_alpha:this.line_alpha})}},t}(n.InspectTool);e.CrosshairTool=_,_.__name__=\"CrosshairTool\",_.init_CrosshairTool()},\n",
" function _(e,t,r){var n=e(113),o=e(166),i=e(121),s=e(125),u=e(127),a=function(t){function o(e){return t.call(this,e)||this}return n.__extends(o,t),o.init_CustomJSHover=function(){this.define({args:[i.Any,{}],code:[i.String,\"\"]})},Object.defineProperty(o.prototype,\"values\",{get:function(){return s.values(this.args)},enumerable:!0,configurable:!0}),o.prototype._make_code=function(e,t,r,o){return new(Function.bind.apply(Function,n.__spreadArrays([void 0],s.keys(this.args),[e,t,r,\"require\",\"exports\",u.use_strict(o)])))},o.prototype.format=function(t,o,i){return this._make_code(\"value\",\"format\",\"special_vars\",this.code).apply(void 0,n.__spreadArrays(this.values,[t,o,i,e,r]))},o}(o.Model);r.CustomJSHover=a,a.__name__=\"CustomJSHover\",a.init_CustomJSHover()},\n",
" function _(e,t,n){var i=e(113),o=e(364),r=e(238),s=e(175),a=e(192),l=e(427),d=e(183),c=e(253),_=e(163),p=e(121),h=e(123),m=e(125),u=e(109),v=e(194),y=e(373),f=e(239);function x(e,t,n,i,o,r){var s,a,l={x:o[e],y:r[e]},c={x:o[e+1],y:r[e+1]};if(\"span\"==t.type)\"h\"==t.direction?(s=Math.abs(l.x-n),a=Math.abs(c.x-n)):(s=Math.abs(l.y-i),a=Math.abs(c.y-i));else{var _={x:n,y:i};s=d.dist_2_pts(l,_),a=d.dist_2_pts(c,_)}return s<a?[[l.x,l.y],e]:[[c.x,c.y],e+1]}function g(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=x,n._line_hit=g;var b=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.ttviews={}},t.prototype.remove=function(){v.remove_views(this.ttviews),e.prototype.remove.call(this)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this);for(var n=0,i=this.computed_renderers;n<i.length;n++){var o=i[n];o instanceof s.GlyphRenderer?this.connect(o.data_source.inspect,this._update):o instanceof a.GraphRenderer&&(this.connect(o.node_renderer.data_source.inspect,this._update),this.connect(o.edge_renderer.data_source.inspect,this._update))}this.connect(this.model.properties.renderers.change,function(){return t._computed_renderers=t._ttmodels=null}),this.connect(this.model.properties.names.change,function(){return t._computed_renderers=t._ttmodels=null}),this.connect(this.model.properties.tooltips.change,function(){return t._ttmodels=null})},t.prototype._compute_ttmodels=function(){var e={},t=this.model.tooltips;if(null!=t)for(var n=0,i=this.computed_renderers;n<i.length;n++){var o=i[n];if(o instanceof s.GlyphRenderer){var l=new r.Tooltip({custom:u.isString(t)||u.isFunction(t),attachment:this.model.attachment,show_arrow:this.model.show_arrow});e[o.id]=l}else if(o instanceof a.GraphRenderer){l=new r.Tooltip({custom:u.isString(t)||u.isFunction(t),attachment:this.model.attachment,show_arrow:this.model.show_arrow});e[o.node_renderer.id]=l,e[o.edge_renderer.id]=l}}return v.build_views(this.ttviews,m.values(e),{parent:this.plot_view}),e},Object.defineProperty(t.prototype,\"computed_renderers\",{get:function(){if(null==this._computed_renderers){var e=this.model.renderers,t=this.plot_model.renderers,n=this.model.names;this._computed_renderers=l.compute_renderers(e,t,n)}return this._computed_renderers},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ttmodels\",{get:function(){return null==this._ttmodels&&(this._ttmodels=this._compute_ttmodels()),this._ttmodels},enumerable:!0,configurable:!0}),t.prototype._clear=function(){for(var e in this._inspect(1/0,1/0),this.ttmodels){this.ttmodels[e].clear()}},t.prototype._move=function(e){if(this.model.active){var t=e.sx,n=e.sy;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}},t.prototype._move_exit=function(){this._clear()},t.prototype._inspect=function(e,t){var n;\"mouse\"==this.model.mode?n={type:\"point\",sx:e,sy:t}:n={type:\"span\",direction:\"vline\"==this.model.mode?\"h\":\"v\",sx:e,sy:t};for(var i=0,o=this.computed_renderers;i<o.length;i++){var r=o[i];r.get_selection_manager().inspect(this.plot_view.renderer_views[r.id],n)}null!=this.model.callback&&this._emit_callback(n)},t.prototype._update=function(e){var t,n,i,o,r,l,d,c,_,p,h,u,v,y,f,b,w=e[0],k=e[1].geometry;if(this.model.active&&(w instanceof s.GlyphRendererView||w instanceof a.GraphRendererView)){var T=w.model,H=this.ttmodels[T.id];if(null!=H){H.clear();var C=T.get_selection_manager(),G=C.inspectors[T.id];if(T instanceof s.GlyphRenderer&&(G=T.view.convert_selection_to_subset(G)),!G.is_empty()){for(var R=C.source,$=this.plot_view.frame,A=k.sx,M=k.sy,O=$.xscales[T.x_range_name],P=$.yscales[T.y_range_name],S=O.invert(A),V=P.invert(M),j=w.glyph,z=0,F=G.line_indices;z<F.length;z++){var L=F[z],E=j._x[L+1],I=j._y[L+1],B=L,N=void 0,q=void 0;switch(this.model.line_policy){case\"interp\":E=(t=j.get_interpolation_hit(L,k))[0],I=t[1],N=O.compute(E),q=P.compute(I);break;case\"prev\":N=(i=(n=g(j.sx,j.sy,L))[0])[0],q=i[1],B=n[1];break;case\"next\":N=(r=(o=g(j.sx,j.sy,L+1))[0])[0],q=r[1],B=o[1];break;case\"nearest\":N=(d=(l=x(L,k,A,M,j.sx,j.sy))[0])[0],q=d[1],B=l[1],E=j._x[B],I=j._y[B];break;default:N=(c=[A,M])[0],q=c[1]}var D={index:B,x:S,y:V,sx:A,sy:M,data_x:E,data_y:I,rx:N,ry:q,indices:G.line_indices,name:w.model.name};H.add(N,q,this._render_tooltips(R,B,D))}for(var J=0,K=G.image_indices;J<K.length;J++){var Q=K[J],U=(D={index:Q.index,x:S,y:V,sx:A,sy:M},this._render_tooltips(R,Q,D));H.add(A,M,U)}for(var W=0,X=G.indices;W<X.length;W++){L=X[W];if(m.isEmpty(G.multiline_indices)){E=null!=j._x?j._x[L]:void 0,I=null!=j._y?j._y[L]:void 0,N=void 0,q=void 0;if(\"snap_to_data\"==this.model.point_policy){var Y=j.get_anchor_point(this.model.anchor,L,[A,M]);null==Y&&(Y=j.get_anchor_point(\"center\",L,[A,M])),N=Y.x,q=Y.y}else N=(b=[A,M])[0],q=b[1];ie=void 0,D={index:ie=T instanceof s.GlyphRenderer?T.view.convert_indices_from_subset([L])[0]:L,x:S,y:V,sx:A,sy:M,data_x:E,data_y:I,indices:G.indices,name:w.model.name};H.add(N,q,this._render_tooltips(R,ie,D))}else for(var Z=0,ee=G.multiline_indices[L.toString()];Z<ee.length;Z++){var te=ee[Z],E=j._xs[L][te],I=j._ys[L][te],ne=te,N=void 0,q=void 0;switch(this.model.line_policy){case\"interp\":E=(_=j.get_interpolation_hit(L,te,k))[0],I=_[1],N=O.compute(E),q=P.compute(I);break;case\"prev\":N=(h=(p=g(j.sxs[L],j.sys[L],te))[0])[0],q=h[1],ne=p[1];break;case\"next\":N=(v=(u=g(j.sxs[L],j.sys[L],te+1))[0])[0],q=v[1],ne=u[1];break;case\"nearest\":N=(f=(y=x(te,k,A,M,j.sxs[L],j.sys[L]))[0])[0],q=f[1],ne=y[1],E=j._xs[L][ne],I=j._ys[L][ne];break;default:throw new Error(\"should't have happened\")}var ie=void 0,D={index:ie=T instanceof s.GlyphRenderer?T.view.convert_indices_from_subset([L])[0]:L,x:S,y:V,sx:A,sy:M,data_x:E,data_y:I,segment_index:ne,indices:G.multiline_indices,name:w.model.name};H.add(N,q,this._render_tooltips(R,ie,D))}}}}}},t.prototype._emit_callback=function(e){for(var t=0,n=this.computed_renderers;t<n.length;t++){var i=n[t],o=i.data_source.inspected,r=this.plot_view.frame,s=r.xscales[i.x_range_name],a=r.yscales[i.y_range_name],l=s.invert(e.sx),d=a.invert(e.sy),c=Object.assign({x:l,y:d},e);this.model.callback.execute(this.model,{index:o,geometry:c,renderer:i})}},t.prototype._render_tooltips=function(e,t,n){var i=this.model.tooltips;if(u.isString(i))return(G=_.div()).innerHTML=c.replace_placeholders(i,e,t,this.model.formatters,n),G;if(u.isFunction(i))return i(e,n);for(var o=_.div({style:{display:\"table\",borderSpacing:\"2px\"}}),r=0,s=i;r<s.length;r++){var a=s[r],l=a[0],d=a[1],p=_.div({style:{display:\"table-row\"}});o.appendChild(p);var m=void 0;if(m=_.div({style:{display:\"table-cell\"},class:f.bk_tooltip_row_label},0!=l.length?l+\": \":\"\"),p.appendChild(m),m=_.div({style:{display:\"table-cell\"},class:f.bk_tooltip_row_value}),p.appendChild(m),d.indexOf(\"$color\")>=0){var v=d.match(/\\$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;t<e.length;t++){e[t].do.emit()}},e.prototype.set_active=function(){for(var t=0,e=this.tools;t<e.length;t++){e[t].active=this.active}},e}(c.Model);o.ToolProxy=u,u.__name__=\"ToolProxy\",u.init_ToolProxy()},\n",
" function _(t,o,i){var e=t(113),n=t(121),r=t(110),s=t(369),l=t(439),a=t(339),h=t(282),p=function(t){function o(o){return t.call(this,o)||this}return e.__extends(o,t),o.prototype.initialize=function(){t.prototype.initialize.call(this),this._merge_tools()},o.prototype._merge_tools=function(){var t,o=this;this._proxied_tools=[];for(var i={},e={},n={},s=[],a=[],h=0,p=this.help;h<p.length;h++){var c=p[h];r.includes(a,c.redirect)||(s.push(c),a.push(c.redirect))}for(var u in(t=this._proxied_tools).push.apply(t,s),this.help=s,this.gestures){var _=this.gestures[u];u in n||(n[u]={});for(var f=0,y=_.tools;f<y.length;f++){(O=y[f]).type in n[u]||(n[u][O.type]=[]),n[u][O.type].push(O)}}for(var v=0,d=this.inspectors;v<d.length;v++){(O=d[v]).type in i||(i[O.type]=[]),i[O.type].push(O)}for(var g=0,b=this.actions;g<b.length;g++){(O=b[g]).type in e||(e[O.type]=[]),e[O.type].push(O)}var x=function(t,i){void 0===i&&(i=!1);var e=new l.ToolProxy({tools:t,active:i});return o._proxied_tools.push(e),e};for(var u in n){_=this.gestures[u];for(var m in _.tools=[],n[u]){if((z=n[u][m]).length>0)if(\"multi\"==u)for(var w=0,T=z;w<T.length;w++){var B=x([O=T[w]]);_.tools.push(B),this.connect(B.properties.active.change,this._active_change.bind(this,B))}else{B=x(z);_.tools.push(B),this.connect(B.properties.active.change,this._active_change.bind(this,B))}}}for(var m in this.actions=[],e){var z=e[m];if(\"CustomAction\"==m)for(var P=0,L=z;P<L.length;P++){var O=L[P];this.actions.push(x([O]))}else z.length>0&&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<u.length;c++)v(u[c]);return l&&(window.document.title=e.title()),e.on_change(function(e){var n,i;e instanceof d.RootAddedEvent?v(e.model):e instanceof d.RootRemovedEvent?(n=e.model,(i=n.id)in r&&(r[i].remove(),delete r[i],delete t.index[i])):l&&e instanceof d.TitleChangedEvent&&(window.document.title=e.title)}),r}},\n",
" function _(e,r,o){var n=e(163),t=e(164);function l(e){var r=document.getElementById(e);if(null==r)throw new Error(\"Error rendering Bokeh model: could not find #\"+e+\" HTML tag\");if(!document.body.contains(r))throw new Error(\"Error rendering Bokeh model: element #\"+e+\" must be under <body>\");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;_<h.length;_++){var u=h[_];e.session.handle(u)}e._pending_messages=[],t.logger.debug(\"Created a new session from new pulled doc\"),null!=e._on_have_session_hook&&(e._on_have_session_hook(e.session),e._on_have_session_hook=null)}else e.session.document.replace_with_json(n),t.logger.debug(\"Updated existing session with new pulled doc\")},function(e){throw e}).catch(function(e){null!=console.trace&&console.trace(e),t.logger.error(\"Failed to repull session \"+e)})},e.prototype._on_open=function(e,n){var o=this;t.logger.info(\"Websocket connection \"+this._number+\" is now open\"),this._pending_ack=[e,n],this._current_handler=function(e){o._awaiting_ack_handler(e)}},e.prototype._on_message=function(e){null==this._current_handler&&t.logger.error(\"Got a message with no current handler set\");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(e.toString())}if(null!=this._receiver.message){var n=this._receiver.message,o=n.problem();null!=o&&this._close_bad_protocol(o),this._current_handler(n)}},e.prototype._on_close=function(e){var n=this;t.logger.info(\"Lost websocket \"+this._number+\" connection, \"+e.code+\" (\"+e.reason+\")\"),this.socket=null,null!=this._pending_ack&&(this._pending_ack[1](new Error(\"Lost websocket connection, \"+e.code+\" (\"+e.reason+\")\")),this._pending_ack=null);for(var o=function(){for(var e in n._pending_replies){var o=n._pending_replies[e];return delete n._pending_replies[e],o}return null},s=o();null!=s;)s[1](\"Disconnected\"),s=o();this.closed_permanently||this._schedule_reconnect(2e3)},e.prototype._on_error=function(e){t.logger.debug(\"Websocket error on socket \"+this._number),e(new Error(\"Could not open websocket\"))},e.prototype._close_bad_protocol=function(e){t.logger.error(\"Closing connection: \"+e),null!=this.socket&&this.socket.close(1002,e)},e.prototype._awaiting_ack_handler=function(e){var n=this;\"ACK\"===e.msgtype()?(this._current_handler=function(e){return n._steady_state_handler(e)},this._repull_session_doc(),null!=this._pending_ack&&(this._pending_ack[0](this),this._pending_ack=null)):this._close_bad_protocol(\"First message was not an ACK\")},e.prototype._steady_state_handler=function(e){if(e.reqid()in this._pending_replies){var n=this._pending_replies[e.reqid()];delete this._pending_replies[e.reqid()],n[0](e)}else this.session?this.session.handle(e):this._pending_messages.push(e)},e}();o.ClientConnection=_,_.__name__=\"ClientConnection\",o.pull_session=function(e,n,o){return new Promise(function(s,r){new _(e,n,o,function(e){try{s(e)}catch(n){throw t.logger.error(\"Promise handler threw an error, closing session \"+n),e.close(),n}},function(){r(new Error(\"Connection was closed before we successfully pulled a session\"))}).connect().then(function(e){},function(e){throw t.logger.error(\"Failed to connect to Bokeh server \"+e),e})})}},\n",
" function _(e,t,r){var n=e(127),s=function(){function e(e,t,r){this.header=e,this.metadata=t,this.content=r,this.buffers=[]}return e.assemble=function(t,r,n){return new e(JSON.parse(t),JSON.parse(r),JSON.parse(n))},e.prototype.assemble_buffer=function(e,t){if((null!=this.header.num_buffers?this.header.num_buffers:0)<=this.buffers.length)throw new Error(\"too many buffers received, expecting #{nb}\");this.buffers.push([e,t])},e.create=function(t,r,n){void 0===n&&(n={});var s=e.create_header(t);return new e(s,r,n)},e.create_header=function(e){return{msgid:n.uniqueId(),msgtype:e}},e.prototype.complete=function(){return null!=this.header&&null!=this.metadata&&null!=this.content&&(!(\"num_buffers\"in this.header)||this.buffers.length===this.header.num_buffers)},e.prototype.send=function(e){if((null!=this.header.num_buffers?this.header.num_buffers:0)>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;r<s.length;r++){var c=s[r];null!=c.notebook_comms_target&&g(c.notebook_comms_target,t);var u=l._resolve_element(c),m=l._resolve_root_elements(c);a.add_document_standalone(t,u,m)}}},\n",
" function _(e,t,o){e(164),e(163).styles.append(\"/* notebook specific tweaks so no black outline and matching padding\\n/* can't be wrapped inside bk-root. here are the offending jupyter lines:\\n/* https://github.com/jupyter/notebook/blob/master/notebook/static/notebook/less/renderedhtml.less#L59-L76 */\\n.rendered_html .bk-root .bk-tooltip table,\\n.rendered_html .bk-root .bk-tooltip tr,\\n.rendered_html .bk-root .bk-tooltip th,\\n.rendered_html .bk-root .bk-tooltip td {\\n border: none;\\n padding: 1px;\\n}\\n\")},\n",
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" })\n",
"\n",
" //# sourceMappingURL=bokeh.min.js.map\n",
"\n",
" /* END bokeh.min.js */\n",
" },\n",
" \n",
" function(Bokeh) {\n",
" /* BEGIN bokeh-widgets.min.js */\n",
" /*!\n",
" * Copyright (c) 2012 - 2019, Anaconda, Inc., and Bokeh Contributors\n",
" * All rights reserved.\n",
" * \n",
" * Redistribution and use in source and binary forms, with or without modification,\n",
" * are permitted provided that the following conditions are met:\n",
" * \n",
" * Redistributions of source code must retain the above copyright notice,\n",
" * this list of conditions and the following disclaimer.\n",
" * \n",
" * Redistributions in binary form must reproduce the above copyright notice,\n",
" * this list of conditions and the following disclaimer in the documentation\n",
" * and/or other materials provided with the distribution.\n",
" * \n",
" * Neither the name of Anaconda nor the names of any contributors\n",
" * may be used to endorse or promote products derived from this software\n",
" * without specific prior written permission.\n",
" * \n",
" * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n",
" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n",
" * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n",
" * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n",
" * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n",
" * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n",
" * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n",
" * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n",
" * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n",
" * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n",
" * THE POSSIBILITY OF SUCH DAMAGE.\n",
" */\n",
" (function(root, factory) {\n",
" factory(root[\"Bokeh\"]);\n",
" })(this, function(Bokeh) {\n",
" var define;\n",
" return (function(modules, entry, aliases, externals) {\n",
" if (Bokeh != null) {\n",
" return Bokeh.register_plugin(modules, entry, aliases, externals);\n",
" } else {\n",
" throw new Error(\"Cannot find Bokeh. You have to load it prior to loading plugins.\");\n",
" }\n",
" })\n",
" ({\n",
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" 534: function _(t,i,e){var n=t(113),o=t(342),r=t(121),l=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._width_policy=function(){return\"horizontal\"==this.model.orientation?t.prototype._width_policy.call(this):\"fixed\"},i.prototype._height_policy=function(){return\"horizontal\"==this.model.orientation?\"fixed\":t.prototype._height_policy.call(this)},i.prototype.box_sizing=function(){var i=t.prototype.box_sizing.call(this);return\"horizontal\"==this.model.orientation?null==i.width&&(i.width=this.model.default_size):null==i.height&&(i.height=this.model.default_size),i},i}(o.HTMLBoxView);e.WidgetView=l,l.__name__=\"WidgetView\";var h=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Widget=function(){this.define({orientation:[r.Orientation,\"horizontal\"],default_size:[r.Number,300]}),this.override({margin:[5,5,5,5]})},i}(o.HTMLBox);e.Widget=h,h.__name__=\"Widget\",h.init_Widget()},\n",
" 477: function _(n,t,c){var e=n(113),r=n(166),_=function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return e.__extends(t,n),t}(n(161).DOMView);c.AbstractIconView=_,_.__name__=\"AbstractIconView\";var i=function(n){function t(t){return n.call(this,t)||this}return e.__extends(t,n),t}(r.Model);c.AbstractIcon=i,i.__name__=\"AbstractIcon\"},\n",
" 478: function _(e,t,n){var i=e(113),o=e(479),s=e(163),h=e(121),u=e(111),r=e(240),_=e(348),c=function(e){function t(){var t=e.apply(this,arguments)||this;return t._open=!1,t._last_value=\"\",t._hover_index=0,t}return i.__extends(t,e),t.prototype.render=function(){var t=this;e.prototype.render.call(this),this.input_el.addEventListener(\"keydown\",function(e){return t._keydown(e)}),this.input_el.addEventListener(\"keyup\",function(e){return t._keyup(e)}),this.menu=s.div({class:[_.bk_menu,r.bk_below]}),this.menu.addEventListener(\"click\",function(e){return t._menu_click(e)}),this.menu.addEventListener(\"mouseover\",function(e){return t._menu_hover(e)}),this.el.appendChild(this.menu),s.undisplay(this.menu)},t.prototype.change_input=function(){this._open&&this.menu.children.length>0&&(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;t<n.length;t++){var i=n[t],o=s.div({},i);this.menu.appendChild(o)}e.length>0&&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;t<this.menu.children.length&&this.menu.children[t].textContent!=e.target.textContent;t++);this._bump_hover(t)}},t.prototype._bump_hover=function(e){var t=this.menu.children.length;this._open&&t>0&&(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<this.model.min_characters)return void this._hide_menu();for(var n=[],i=0,o=this.model.completions;i<o.length;i++){var h=o[i];h.startsWith(t)&&n.push(h)}this._update_completions(n),0==n.length?this._hide_menu():this._show_menu()}},t}(o.TextInputView);n.AutocompleteInputView=c,c.__name__=\"AutocompleteInputView\";var a=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_AutocompleteInput=function(){this.prototype.default_view=c,this.define({completions:[h.Array,[]],min_characters:[h.Int,2]})},t}(o.TextInput);n.AutocompleteInput=a,a.__name__=\"AutocompleteInput\",a.init_AutocompleteInput()},\n",
" 479: function _(t,e,n){var i=t(113),u=t(480),l=t(163),p=t(121),o=t(481),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.name.change,function(){return e.input_el.name=e.model.name||\"\"}),this.connect(this.model.properties.value.change,function(){return e.input_el.value=e.model.value}),this.connect(this.model.properties.value_input.change,function(){return e.input_el.value=e.model.value_input}),this.connect(this.model.properties.disabled.change,function(){return e.input_el.disabled=e.model.disabled}),this.connect(this.model.properties.placeholder.change,function(){return e.input_el.placeholder=e.model.placeholder})},e.prototype.render=function(){var e=this;t.prototype.render.call(this),this.input_el=l.input({type:\"text\",class:o.bk_input,name:this.model.name,value:this.model.value,disabled:this.model.disabled,placeholder:this.model.placeholder}),this.input_el.addEventListener(\"change\",function(){return e.change_input()}),this.input_el.addEventListener(\"input\",function(){return e.change_input_oninput()}),this.group_el.appendChild(this.input_el)},e.prototype.change_input=function(){this.model.value=this.input_el.value,t.prototype.change_input.call(this)},e.prototype.change_input_oninput=function(){this.model.value_input=this.input_el.value,t.prototype.change_input.call(this)},e}(u.InputWidgetView);n.TextInputView=a,a.__name__=\"TextInputView\";var r=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_TextInput=function(){this.prototype.default_view=a,this.define({value:[p.String,\"\"],value_input:[p.String,\"\"],placeholder:[p.String,\"\"]})},e}(u.InputWidget);n.TextInput=r,r.__name__=\"TextInput\",r.init_TextInput()},\n",
" 480: function _(t,e,n){var i=t(113),l=t(475),o=t(163),s=t(121),c=t(481),r=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.title.change,function(){e.label_el.textContent=e.model.title})},e.prototype.render=function(){t.prototype.render.call(this);var e=this.model.title;this.label_el=o.label({style:{display:0==e.length?\"none\":\"\"}},e),this.group_el=o.div({class:c.bk_input_group},this.label_el),this.el.appendChild(this.group_el)},e.prototype.change_input=function(){null!=this.model.callback&&this.model.callback.execute(this.model)},e}(l.ControlView);n.InputWidgetView=r,r.__name__=\"InputWidgetView\";var p=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_InputWidget=function(){this.define({title:[s.String,\"\"],callback:[s.Any]})},e}(l.Control);n.InputWidget=p,p.__name__=\"InputWidget\",p.init_InputWidget()},\n",
" 481: function _(n,o,t){n(164),n(163).styles.append('.bk-root .bk-input {\\n display: inline-block;\\n width: 100%;\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n min-height: 31px;\\n padding: 0 12px;\\n background-color: #fff;\\n border: 1px solid #ccc;\\n border-radius: 4px;\\n}\\n.bk-root .bk-input:focus {\\n border-color: #66afe9;\\n outline: 0;\\n box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 8px rgba(102, 175, 233, 0.6);\\n}\\n.bk-root .bk-input::placeholder,\\n.bk-root .bk-input:-ms-input-placeholder,\\n.bk-root .bk-input::-moz-placeholder,\\n.bk-root .bk-input::-webkit-input-placeholder {\\n color: #999;\\n opacity: 1;\\n}\\n.bk-root .bk-input[disabled],\\n.bk-root .bk-input[readonly] {\\n cursor: not-allowed;\\n background-color: #eee;\\n opacity: 1;\\n}\\n.bk-root select[multiple].bk-input,\\n.bk-root select[size].bk-input,\\n.bk-root textarea.bk-input {\\n height: auto;\\n}\\n.bk-root .bk-input-group {\\n width: 100%;\\n height: 100%;\\n display: inline-flex;\\n display: -webkit-inline-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: start;\\n -webkit-align-items: start;\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n white-space: nowrap;\\n}\\n.bk-root .bk-input-group.bk-inline {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-input-group.bk-inline > *: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;s<r.length;s++)c(s)},t.prototype.change_active=function(e){var t=new r.Set(this.model.active);t.toggle(e),this.model.active=t.values,null!=this.model.callback&&this.model.callback.execute(this.model)},t}(l.InputGroupView);n.CheckboxGroupView=p,p.__name__=\"CheckboxGroupView\";var s=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_CheckboxGroup=function(){this.prototype.default_view=p,this.define({active:[c.Array,[]],labels:[c.Array,[]],inline:[c.Boolean,!1],callback:[c.Any]})},t}(l.InputGroup);n.CheckboxGroup=s,s.__name__=\"CheckboxGroup\",s.init_CheckboxGroup()},\n",
" 486: function _(n,t,e){var o=n(113),r=n(475),u=function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return o.__extends(t,n),t.prototype.connect_signals=function(){var t=this;n.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.render()})},t}(r.ControlView);e.InputGroupView=u,u.__name__=\"InputGroupView\";var i=function(n){function t(t){return n.call(this,t)||this}return o.__extends(t,n),t}(r.Control);e.InputGroup=i,i.__name__=\"InputGroup\"},\n",
" 487: function _(e,t,n){var i=e(113),o=e(480),r=e(163),l=e(121),c=e(481),s=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.name.change,function(){return t.input_el.name=t.model.name||\"\"}),this.connect(this.model.properties.color.change,function(){return t.input_el.value=t.model.color}),this.connect(this.model.properties.disabled.change,function(){return t.input_el.disabled=t.model.disabled})},t.prototype.render=function(){var t=this;e.prototype.render.call(this),this.input_el=r.input({type:\"color\",class:c.bk_input,name:this.model.name,value:this.model.color,disabled:this.model.disabled}),this.input_el.addEventListener(\"change\",function(){return t.change_input()}),this.group_el.appendChild(this.input_el)},t.prototype.change_input=function(){this.model.color=this.input_el.value,e.prototype.change_input.call(this)},t}(o.InputWidgetView);n.ColorPickerView=s,s.__name__=\"ColorPickerView\";var u=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_ColorPicker=function(){this.prototype.default_view=s,this.define({color:[l.Color,\"#000000\"]})},t}(o.InputWidget);n.ColorPicker=u,u.__name__=\"ColorPicker\",u.init_ColorPicker()},\n",
" 488: function _(t,e,i){var n=t(113),o=t(480),s=t(163),l=t(121),a=t(489),r=t(481);t(490),a.prototype.adjustPosition=function(){if(!this._o.container){this.el.style.position=\"absolute\";var t=this._o.trigger,e=this.el.offsetWidth,i=this.el.offsetHeight,n=window.innerWidth||document.documentElement.clientWidth,o=window.innerHeight||document.documentElement.clientHeight,s=window.pageYOffset||document.body.scrollTop||document.documentElement.scrollTop,l=t.getBoundingClientRect(),a=l.left+window.pageXOffset,r=l.bottom+window.pageYOffset;a-=this.el.parentElement.offsetLeft,r-=this.el.parentElement.offsetTop,(this._o.reposition&&a+e>n||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'<td class=\"is-empty\"></td>';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\"),'<td data-day=\"'+e.day+'\" class=\"'+t.join(\" \")+'\" aria-selected=\"'+n+'\"><button class=\"pika-button pika-day\" type=\"button\" data-pika-year=\"'+e.year+'\" data-pika-month=\"'+e.month+'\" data-pika-day=\"'+e.day+'\">'+e.day+\"</button></td>\"},v=function(e,t,n){return'<td class=\"pika-week\">'+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))+\"</td>\"},w=function(e,t,n,a){return'<tr class=\"pika-row'+(n?\" pick-whole-week\":\"\")+(a?\" is-selected\":\"\")+'\">'+(t?e.reverse():e).join(\"\")+\"</tr>\"},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='<div id=\"'+s+'\" class=\"pika-title\" role=\"heading\" aria-live=\"assertive\">',p=!0,y=!0;for(h=[],o=0;o<12;o++)h.push('<option value=\"'+(n===i?o-t:12+o-t)+'\"'+(o===a?' selected=\"selected\"':\"\")+(f&&o<c.minMonth||g&&o>c.maxMonth?' disabled=\"disabled\"':\"\")+\">\"+c.i18n.months[o]+\"</option>\");for(d='<div class=\"pika-label\">'+c.i18n.months[a]+'<select class=\"pika-select pika-select-month\" tabindex=\"-1\">'+h.join(\"\")+\"</select></div>\",l(c.yearRange)?(o=c.yearRange[0],r=c.yearRange[1]+1):(o=n-c.yearRange,r=1+n+c.yearRange),h=[];o<r&&o<=c.maxYear;o++)o>=c.minYear&&h.push('<option value=\"'+o+'\"'+(o===n?' selected=\"selected\"':\"\")+\">\"+o+\"</option>\");return u='<div class=\"pika-label\">'+n+c.yearSuffix+'<select class=\"pika-select pika-select-year\" tabindex=\"-1\">'+h.join(\"\")+\"</select></div>\",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+='<button class=\"pika-prev'+(p?\"\":\" is-disabled\")+'\" type=\"button\">'+c.i18n.previousMonth+\"</button>\"),t===e._o.numberOfMonths-1&&(m+='<button class=\"pika-next'+(y?\"\":\" is-disabled\")+'\" type=\"button\">'+c.i18n.nextMonth+\"</button>\"),m+\"</div>\"},M=function(e,t,n){return'<table cellpadding=\"0\" cellspacing=\"0\" class=\"pika-table\" role=\"grid\" aria-labelledby=\"'+n+'\">'+function(e){var t,n=[];for(e.showWeekNumber&&n.push(\"<th></th>\"),t=0;t<7;t++)n.push('<th scope=\"col\"><abbr title=\"'+b(e,t)+'\">'+b(e,t,!0)+\"</abbr></th>\");return\"<thead><tr>\"+(e.isRTL?n.reverse():n).join(\"\")+\"</tr></thead>\"}(e)+(\"<tbody>\"+t.join(\"\")+\"</tbody>\")+\"</table>\"},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.maxDate<t.minDate&&(t.maxDate=t.minDate=!1),t.minDate&&this.setMinDate(t.minDate),t.maxDate&&this.setMaxDate(t.maxDate),l(t.yearRange)){var a=(new Date).getFullYear()-10;t.yearRange[0]=parseInt(t.yearRange[0],10)||a,t.yearRange[1]=parseInt(t.yearRange[1],10)||a}else t.yearRange=Math.abs(parseInt(t.yearRange,10))||D.yearRange,t.yearRange>100&&(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)&&e<n?e=n:h(a)&&e>a&&(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<n.getTime()||a.getTime()<i}t&&(this.calendars=[{month:e.getMonth(),year:e.getFullYear()}],\"right\"===this._o.mainCalendar&&(this.calendars[0].month+=1-this._o.numberOfMonths)),this.adjustCalendars()}},adjustDate:function(e,t){var n,a=this.getDate()||new Date,i=24*parseInt(t)*60*60*1e3;\"add\"===e?n=new Date(a.valueOf()+i):\"subtract\"===e&&(n=new Date(a.valueOf()-i)),this.setDate(n)},adjustCalendars:function(){this.calendars[0]=y(this.calendars[0]);for(var e=1;e<this._o.numberOfMonths;e++)this.calendars[e]=y({month:this.calendars[0].month+e,year:this.calendars[0].year});this.draw()},gotoToday:function(){this.gotoDate(new Date)},gotoMonth:function(e){isNaN(e)||(this.calendars[0].month=parseInt(e,10),this.adjustCalendars())},nextMonth:function(){this.calendars[0].month++,this.adjustCalendars()},prevMonth:function(){this.calendars[0].month--,this.adjustCalendars()},gotoYear:function(e){isNaN(e)||(this.calendars[0].year=parseInt(e,10),this.adjustCalendars())},setMinDate:function(e){e instanceof Date?(f(e),this._o.minDate=e,this._o.minYear=e.getFullYear(),this._o.minMonth=e.getMonth()):(this._o.minDate=D.minDate,this._o.minYear=D.minYear,this._o.minMonth=D.minMonth,this._o.startRange=D.startRange),this.draw()},setMaxDate:function(e){e instanceof Date?(f(e),this._o.maxDate=e,this._o.maxYear=e.getFullYear(),this._o.maxMonth=e.getMonth()):(this._o.maxDate=D.maxDate,this._o.maxYear=D.maxYear,this._o.maxMonth=D.maxMonth,this._o.endRange=D.endRange),this.draw()},setStartRange:function(e){this._o.startRange=e},setEndRange:function(e){this._o.endRange=e},draw:function(e){if(this._v||e){var t,n=this._o,a=n.minYear,i=n.maxYear,s=n.minMonth,o=n.maxMonth,r=\"\";this._y<=a&&(this._y=a,!isNaN(s)&&this._m<s&&(this._m=s)),this._y>=i&&(this._y=i,!isNaN(o)&&this._m>o&&(this._m=o));for(var l=0;l<n.numberOfMonths;l++)t=\"pika-title-\"+Math.random().toString(36).replace(/[^a-z]+/g,\"\").substr(0,2),r+='<div class=\"pika-lendar\">'+k(this,l,this.calendars[l].year,this.calendars[l].month,this.calendars[0].year,t)+this.render(this.calendars[l].year,this.calendars[l].month,t)+\"</div>\";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<b;R++){var S=new Date(e,t,R-o+1),T=!!h(this._d)&&g(S,this._d),C=g(S,i),I=-1!==a.events.indexOf(S.toDateString()),Y=R<o||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.startRange<S&&S<a.endRange;Y&&(R<o?(O=D+O,E=u,j=p):(O-=s,E=m,j=y));var L={day:O,month:E,year:j,hasEvent:I,isSelected:T,isToday:C,isDisabled:a.minDate&&S<a.minDate||a.maxDate&&S>a.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<i.length;n++)h(i[n][1],i[n][0],this);for(this.xNumSteps=this.xSteps.slice(0),n=0;n<this.xNumSteps.length;n++)m(n,this.xNumSteps[n],this)}g.prototype.getMargin=function(e){var r=this.xNumSteps[0];if(r&&e/r%1!=0)throw new Error(\"noUiSlider (\"+t+\"): 'limit', 'margin' and 'padding' must be divisible by step.\");return 2===this.xPct.length&&c(this.xVal,e)},g.prototype.toStepping=function(t){return t=f(this.xVal,this.xPct,t)},g.prototype.fromStepping=function(t){return function(t,e,r){if(r>=100)return t.slice(-1)[0];var n,i=p(r,e);return function(t,e){return e*(t[1]-t[0])/100+t[0]}([t[i-1],t[i]],(r-(n=e[i-1]))*u(n,e[i]))}(this.xVal,this.xPct,t)},g.prototype.getStep=function(t){return t=d(this.xPct,this.xSteps,this.snap,t)},g.prototype.getNearbySteps=function(t){var e=p(t,this.xPct);return{stepBefore:{startValue:this.xVal[e-2],step:this.xNumSteps[e-2],highestStep:this.xHighestCompleteStep[e-2]},thisStep:{startValue:this.xVal[e-1],step:this.xNumSteps[e-1],highestStep:this.xHighestCompleteStep[e-1]},stepAfter:{startValue:this.xVal[e-0],step:this.xNumSteps[e-0],highestStep:this.xHighestCompleteStep[e-0]}}},g.prototype.countStepDecimals=function(){var t=this.xNumSteps.map(o);return Math.max.apply(null,t)},g.prototype.convert=function(t){return this.getStep(this.toStepping(t))};var v={to:function(t){return void 0!==t&&t.toFixed(2)},from:Number};function b(e){if(function(t){return\"object\"==typeof t&&\"function\"==typeof t.to&&\"function\"==typeof t.from}(e))return!0;throw new Error(\"noUiSlider (\"+t+\"): 'format' requires 'to' and 'from' methods.\")}function S(e,n){if(!r(n))throw new Error(\"noUiSlider (\"+t+\"): 'step' is not numeric.\");e.singleStep=n}function w(e,r){if(\"object\"!=typeof r||Array.isArray(r))throw new Error(\"noUiSlider (\"+t+\"): 'range' is not an object.\");if(void 0===r.min||void 0===r.max)throw new Error(\"noUiSlider (\"+t+\"): Missing 'min' or 'max' in 'range'.\");if(r.min===r.max)throw new Error(\"noUiSlider (\"+t+\"): 'range' 'min' and 'max' cannot be equal.\");e.spectrum=new g(r,e.snap,e.singleStep)}function x(e,r){if(r=i(r),!Array.isArray(r)||!r.length)throw new Error(\"noUiSlider (\"+t+\"): 'start' option is incorrect.\");e.handles=r.length,e.start=r}function y(e,r){if(e.snap=r,\"boolean\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'snap' option must be a boolean.\")}function E(e,r){if(e.animate=r,\"boolean\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'animate' option must be a boolean.\")}function C(e,r){if(e.animationDuration=r,\"number\"!=typeof r)throw new 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" 494: function _(e,t,i){e(164),e(495),e(163).styles.append(\".bk-root .bk-slider-title {\\n white-space: nowrap;\\n}\\n.bk-root .bk-slider-value {\\n font-weight: 600;\\n}\\n\"),i.bk_slider_value=\"bk-slider-value\",i.bk_slider_title=\"bk-slider-title\",i.bk_input_group=\"bk-input-group\"},\n",
" 495: function _(n,o,t){n(164),n(163).styles.append('.bk-root {\\n /* Functional styling;\\n * These styles are required for noUiSlider to function.\\n * You don\\'t need to change these rules to apply your design.\\n */\\n /* Painting and performance;\\n * Browsers can paint handles in their own layer.\\n */\\n /* Slider size and handle placement;\\n */\\n /* Styling;\\n */\\n /* Handles and cursors;\\n */\\n /* Handle stripes;\\n */\\n /* Disabled state;\\n */\\n /* Base;\\n *\\n */\\n /* Values;\\n *\\n */\\n /* Markings;\\n *\\n */\\n /* Horizontal layout;\\n *\\n */\\n /* Vertical layout;\\n *\\n */\\n}\\n.bk-root .bk-noUi-target,\\n.bk-root .bk-noUi-target * {\\n -webkit-touch-callout: none;\\n -webkit-tap-highlight-color: rgba(0, 0, 0, 0);\\n -webkit-user-select: none;\\n -ms-touch-action: none;\\n touch-action: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n user-select: none;\\n -moz-box-sizing: border-box;\\n box-sizing: border-box;\\n}\\n.bk-root .bk-noUi-target {\\n position: relative;\\n direction: ltr;\\n}\\n.bk-root .bk-noUi-base {\\n width: 100%;\\n height: 100%;\\n position: relative;\\n z-index: 1;\\n /* Fix 401 */\\n}\\n.bk-root .bk-noUi-connect {\\n position: absolute;\\n right: 0;\\n top: 0;\\n left: 0;\\n bottom: 0;\\n}\\n.bk-root .bk-noUi-origin {\\n position: absolute;\\n height: 0;\\n width: 0;\\n}\\n.bk-root .bk-noUi-handle {\\n position: relative;\\n z-index: 1;\\n}\\n.bk-root .bk-noUi-state-tap .bk-noUi-connect,\\n.bk-root .bk-noUi-state-tap .bk-noUi-origin {\\n -webkit-transition: top 0.3s, right 0.3s, bottom 0.3s, left 0.3s;\\n transition: top 0.3s, right 0.3s, bottom 0.3s, left 0.3s;\\n}\\n.bk-root .bk-noUi-state-drag * {\\n cursor: inherit !important;\\n}\\n.bk-root .bk-noUi-base,\\n.bk-root .bk-noUi-handle {\\n -webkit-transform: translate3d(0, 0, 0);\\n transform: translate3d(0, 0, 0);\\n}\\n.bk-root .bk-noUi-horizontal {\\n height: 18px;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-handle {\\n width: 34px;\\n height: 28px;\\n left: -17px;\\n top: -6px;\\n}\\n.bk-root .bk-noUi-vertical {\\n width: 18px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle {\\n width: 28px;\\n height: 34px;\\n left: -6px;\\n top: -17px;\\n}\\n.bk-root .bk-noUi-target {\\n background: #FAFAFA;\\n border-radius: 4px;\\n border: 1px solid #D3D3D3;\\n box-shadow: inset 0 1px 1px #F0F0F0, 0 3px 6px -5px #BBB;\\n}\\n.bk-root .bk-noUi-connect {\\n background: #3FB8AF;\\n border-radius: 4px;\\n box-shadow: inset 0 0 3px rgba(51, 51, 51, 0.45);\\n -webkit-transition: background 450ms;\\n transition: background 450ms;\\n}\\n.bk-root .bk-noUi-draggable {\\n cursor: ew-resize;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-draggable {\\n cursor: ns-resize;\\n}\\n.bk-root .bk-noUi-handle {\\n border: 1px solid #D9D9D9;\\n border-radius: 3px;\\n background: #FFF;\\n cursor: default;\\n box-shadow: inset 0 0 1px #FFF, inset 0 1px 7px #EBEBEB, 0 3px 6px -3px #BBB;\\n}\\n.bk-root .bk-noUi-active {\\n box-shadow: inset 0 0 1px #FFF, inset 0 1px 7px #DDD, 0 3px 6px -3px #BBB;\\n}\\n.bk-root .bk-noUi-handle:before,\\n.bk-root .bk-noUi-handle:after {\\n content: \"\";\\n display: block;\\n position: absolute;\\n height: 14px;\\n width: 1px;\\n background: #E8E7E6;\\n left: 14px;\\n top: 6px;\\n}\\n.bk-root .bk-noUi-handle:after {\\n left: 17px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:before,\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:after {\\n width: 14px;\\n height: 1px;\\n left: 6px;\\n top: 14px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:after {\\n top: 17px;\\n}\\n.bk-root [disabled] .bk-noUi-connect {\\n background: #B8B8B8;\\n}\\n.bk-root [disabled].bk-noUi-target,\\n.bk-root [disabled].bk-noUi-handle,\\n.bk-root [disabled] .bk-noUi-handle {\\n cursor: not-allowed;\\n}\\n.bk-root .bk-noUi-pips,\\n.bk-root .bk-noUi-pips * {\\n -moz-box-sizing: border-box;\\n box-sizing: border-box;\\n}\\n.bk-root .bk-noUi-pips {\\n position: absolute;\\n color: #999;\\n}\\n.bk-root .bk-noUi-value {\\n position: absolute;\\n white-space: nowrap;\\n text-align: center;\\n}\\n.bk-root .bk-noUi-value-sub {\\n color: #ccc;\\n font-size: 10px;\\n}\\n.bk-root .bk-noUi-marker {\\n position: absolute;\\n background: #CCC;\\n}\\n.bk-root .bk-noUi-marker-sub {\\n background: #AAA;\\n}\\n.bk-root .bk-noUi-marker-large {\\n background: #AAA;\\n}\\n.bk-root .bk-noUi-pips-horizontal {\\n padding: 10px 0;\\n height: 80px;\\n top: 100%;\\n left: 0;\\n width: 100%;\\n}\\n.bk-root .bk-noUi-value-horizontal {\\n -webkit-transform: translate3d(-50%, 50%, 0);\\n transform: translate3d(-50%, 50%, 0);\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker {\\n margin-left: -1px;\\n width: 2px;\\n height: 5px;\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-sub {\\n height: 10px;\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-large {\\n height: 15px;\\n}\\n.bk-root .bk-noUi-pips-vertical {\\n padding: 0 10px;\\n height: 100%;\\n top: 0;\\n left: 100%;\\n}\\n.bk-root .bk-noUi-value-vertical {\\n -webkit-transform: translate3d(0, 50%, 0);\\n transform: translate3d(0, 50%, 0);\\n padding-left: 25px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker {\\n width: 5px;\\n height: 2px;\\n margin-top: -1px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-sub {\\n width: 10px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-large {\\n width: 15px;\\n}\\n.bk-root .bk-noUi-tooltip {\\n display: block;\\n position: absolute;\\n border: 1px solid #D9D9D9;\\n border-radius: 3px;\\n background: #fff;\\n color: #000;\\n padding: 5px;\\n text-align: center;\\n white-space: nowrap;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-tooltip {\\n -webkit-transform: translate(-50%, 0);\\n transform: translate(-50%, 0);\\n left: 50%;\\n bottom: 120%;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-tooltip {\\n -webkit-transform: translate(0, -50%);\\n transform: translate(0, -50%);\\n top: 50%;\\n right: 120%;\\n}\\n.bk-root .bk-noUi-handle {\\n cursor: grab;\\n cursor: -webkit-grab;\\n}\\n.bk-root .bk-noUi-handle.bk-noUi-active {\\n cursor: grabbing;\\n cursor: -webkit-grabbing;\\n}\\n.bk-root .bk-noUi-tooltip {\\n display: none;\\n white-space: nowrap;\\n}\\n.bk-root .bk-noUi-handle:hover .bk-noUi-tooltip {\\n display: block;\\n}\\n.bk-root .bk-noUi-horizontal {\\n width: 100%;\\n height: 10px;\\n}\\n.bk-root .bk-noUi-horizontal.bk-noUi-target {\\n margin: 5px 0px;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-handle {\\n width: 14px;\\n height: 18px;\\n left: -7px;\\n top: -5px;\\n}\\n.bk-root .bk-noUi-vertical {\\n width: 10px;\\n height: 100%;\\n}\\n.bk-root .bk-noUi-vertical.bk-noUi-target {\\n margin: 0px 5px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle {\\n width: 18px;\\n height: 14px;\\n left: -5px;\\n top: -7px;\\n}\\n.bk-root .bk-noUi-handle:after,\\n.bk-root .bk-noUi-handle:before {\\n display: none;\\n}\\n.bk-root .bk-noUi-connect {\\n box-shadow: none;\\n}\\n')},\n",
" 496: function _(t,e,i){var r=t(113),n=t(252),a=t(492),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e}(a.AbstractSliderView);i.DateSliderView=_,_.__name__=\"DateSliderView\";var o=function(t){function e(e){var i=t.call(this,e)||this;return i.behaviour=\"tap\",i.connected=[!0,!1],i}return r.__extends(e,t),e.init_DateSlider=function(){this.prototype.default_view=_,this.override({format:\"%d %b %Y\"})},e.prototype._formatter=function(t,e){return n(t,e)},e}(a.AbstractSlider);i.DateSlider=o,o.__name__=\"DateSlider\",o.init_DateSlider()},\n",
" 497: function _(t,e,i){var n=t(113),r=t(498),_=t(121),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.render=function(){t.prototype.render.call(this),this.model.render_as_text?this.markup_el.textContent=this.model.text:this.markup_el.innerHTML=this.model.text},e}(r.MarkupView);i.DivView=o,o.__name__=\"DivView\";var u=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Div=function(){this.prototype.default_view=o,this.define({render_as_text:[_.Boolean,!1]})},e}(r.Markup);i.Div=u,u.__name__=\"Div\",u.init_Div()},\n",
" 498: function _(t,i,n){var e=t(113),s=t(282),o=t(163),r=t(121),a=t(534),l=t(499),u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){i.render(),i.root.compute_layout()})},i.prototype._update_layout=function(){this.layout=new s.VariadicBox(this.el),this.layout.set_sizing(this.box_sizing())},i.prototype.render=function(){t.prototype.render.call(this);var i=Object.assign(Object.assign({},this.model.style),{display:\"inline-block\"});this.markup_el=o.div({class:l.bk_clearfix,style:i}),this.el.appendChild(this.markup_el)},i}(a.WidgetView);n.MarkupView=u,u.__name__=\"MarkupView\";var c=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_Markup=function(){this.define({text:[r.String,\"\"],style:[r.Any,{}]})},i}(a.Widget);n.Markup=c,c.__name__=\"Markup\",c.init_Markup()},\n",
" 499: function _(e,n,r){e(164),e(163).styles.append('.bk-root .bk-clearfix:before,\\n.bk-root .bk-clearfix:after {\\n content: \"\";\\n display: table;\\n}\\n.bk-root .bk-clearfix:after {\\n clear: both;\\n}\\n'),r.bk_clearfix=\"bk-clearfix\"},\n",
" 500: function _(e,t,i){var n=e(113),o=e(474),l=e(376),s=e(163),r=e(121),u=e(109),d=e(240),a=e(347),c=e(348),_=function(e){function t(){var t=e.apply(this,arguments)||this;return t._open=!1,t}return n.__extends(t,e),t.prototype.render=function(){var t=this;e.prototype.render.call(this);var i=s.div({class:[c.bk_caret,d.bk_down]});if(this.model.is_split){var n=this._render_button(i);n.classList.add(a.bk_dropdown_toggle),n.addEventListener(\"click\",function(){return t._toggle_menu()}),this.group_el.appendChild(n)}else this.button_el.appendChild(i);var o=this.model.menu.map(function(e,i){if(null==e)return s.div({class:c.bk_divider});var n=u.isString(e)?e:e[0],o=s.div({},n);return o.addEventListener(\"click\",function(){return t._item_click(i)}),o});this.menu=s.div({class:[c.bk_menu,d.bk_below]},o),this.el.appendChild(this.menu),s.undisplay(this.menu)},t.prototype._show_menu=function(){var e=this;if(!this._open){this._open=!0,s.display(this.menu);var t=function(i){var n=i.target;n instanceof HTMLElement&&!e.el.contains(n)&&(document.removeEventListener(\"click\",t),e._hide_menu())};document.addEventListener(\"click\",t)}},t.prototype._hide_menu=function(){this._open&&(this._open=!1,s.undisplay(this.menu))},t.prototype._toggle_menu=function(){this._open?this._hide_menu():this._show_menu()},t.prototype.click=function(){this.model.is_split?(this._hide_menu(),this.model.trigger_event(new l.ButtonClick),this.model.value=this.model.default_value,null!=this.model.callback&&this.model.callback.execute(this.model),e.prototype.click.call(this)):this._toggle_menu()},t.prototype._item_click=function(e){this._hide_menu();var t=this.model.menu[e];if(null!=t){var i=u.isString(t)?t:t[1];u.isString(i)?(this.model.trigger_event(new l.MenuItemClick(i)),this.model.value=i,null!=this.model.callback&&this.model.callback.execute(this.model)):(i.execute(this.model,{index:e}),null!=this.model.callback&&this.model.callback.execute(this.model))}},t}(o.AbstractButtonView);i.DropdownView=_,_.__name__=\"DropdownView\";var h=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Dropdown=function(){this.prototype.default_view=_,this.define({split:[r.Boolean,!1],menu:[r.Array,[]],value:[r.String],default_value:[r.String]}),this.override({label:\"Dropdown\"})},Object.defineProperty(t.prototype,\"is_split\",{get:function(){return this.split||null!=this.default_value},enumerable:!0,configurable:!0}),t}(o.AbstractButton);i.Dropdown=h,h.__name__=\"Dropdown\",h.init_Dropdown()},\n",
" 501: function _(t,e,i){var n=t(113),l=t(121),o=t(534),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.render()}),this.connect(this.model.properties.width.change,function(){return e.render()})},e.prototype.render=function(){var t=this;this.dialogEl||(this.dialogEl=document.createElement(\"input\"),this.dialogEl.type=\"file\",this.dialogEl.multiple=!1,null!=this.model.accept&&\"\"!=this.model.accept&&(this.dialogEl.accept=this.model.accept),this.dialogEl.style.width=\"{this.model.width}px\",this.dialogEl.onchange=function(e){return t.load_file(e)},this.el.appendChild(this.dialogEl))},e.prototype.load_file=function(t){var e=this,i=new FileReader;this.model.filename=t.target.files[0].name,i.onload=function(t){return e.file(t)},i.readAsDataURL(t.target.files[0])},e.prototype.file=function(t){var e=t.target.result.split(\",\"),i=e[1],n=e[0].split(\":\")[1].split(\";\")[0];this.model.value=i,this.model.mime_type=n},e}(o.WidgetView);i.FileInputView=a,a.__name__=\"FileInputView\";var r=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_FileInput=function(){this.prototype.default_view=a,this.define({value:[l.String,\"\"],mime_type:[l.String,\"\"],filename:[l.String,\"\"],accept:[l.String,\"\"]})},e}(o.Widget);i.FileInput=r,r.__name__=\"FileInput\",r.init_FileInput()},\n",
" 502: function _(e,t,n){var i=e(113),r=e(163),l=e(109),o=e(117),s=e(121),c=e(480),u=e(481),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.value.change,function(){return t.render_selection()}),this.connect(this.model.properties.options.change,function(){return t.render()}),this.connect(this.model.properties.name.change,function(){return t.render()}),this.connect(this.model.properties.title.change,function(){return t.render()}),this.connect(this.model.properties.size.change,function(){return t.render()}),this.connect(this.model.properties.disabled.change,function(){return t.render()})},t.prototype.render=function(){var t=this;e.prototype.render.call(this);var n=this.model.options.map(function(e){var t,n;return l.isString(e)?t=n=e:(t=e[0],n=e[1]),r.option({value:t},n)});this.select_el=r.select({multiple:!0,class:u.bk_input,name:this.model.name,disabled:this.model.disabled},n),this.select_el.addEventListener(\"change\",function(){return t.change_input()}),this.group_el.appendChild(this.select_el),this.render_selection()},t.prototype.render_selection=function(){for(var e=new o.Set(this.model.value),t=0,n=Array.from(this.el.querySelectorAll(\"option\"));t<n.length;t++){var i=n[t];i.selected=e.has(i.value)}this.select_el.size=this.model.size},t.prototype.change_input=function(){for(var t=null!=this.el.querySelector(\"select:focus\"),n=[],i=0,r=Array.from(this.el.querySelectorAll(\"option\"));i<r.length;i++){var l=r[i];l.selected&&n.push(l.value)}this.model.value=n,e.prototype.change_input.call(this),t&&this.select_el.focus()},t}(c.InputWidgetView);n.MultiSelectView=h,h.__name__=\"MultiSelectView\";var a=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_MultiSelect=function(){this.prototype.default_view=h,this.define({value:[s.Array,[]],options:[s.Array,[]],size:[s.Number,4]})},t}(c.InputWidget);n.MultiSelect=a,a.__name__=\"MultiSelect\",a.init_MultiSelect()},\n",
" 503: function _(r,t,a){var n=r(113),e=r(498),i=r(163),p=function(r){function t(){return null!==r&&r.apply(this,arguments)||this}return n.__extends(t,r),t.prototype.render=function(){r.prototype.render.call(this);var t=i.p({style:{margin:0}},this.model.text);this.markup_el.appendChild(t)},t}(e.MarkupView);a.ParagraphView=p,p.__name__=\"ParagraphView\";var _=function(r){function t(t){return r.call(this,t)||this}return n.__extends(t,r),t.init_Paragraph=function(){this.prototype.default_view=p},t}(e.Markup);a.Paragraph=_,_.__name__=\"Paragraph\",_.init_Paragraph()},\n",
" 504: function _(t,n,e){var r=t(113),i=t(479),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n.prototype.render=function(){t.prototype.render.call(this),this.input_el.type=\"password\"},n}(i.TextInputView);e.PasswordInputView=s,s.__name__=\"PasswordInputView\";var u=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_PasswordInput=function(){this.prototype.default_view=s},n}(i.TextInput);e.PasswordInput=u,u.__name__=\"PasswordInput\",u.init_PasswordInput()},\n",
" 505: function _(e,t,r){var n=e(113),i=e(498),o=e(163),u=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.render=function(){e.prototype.render.call(this);var t=o.pre({style:{overflow:\"auto\"}},this.model.text);this.markup_el.appendChild(t)},t}(i.MarkupView);r.PreTextView=u,u.__name__=\"PreTextView\";var _=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_PreText=function(){this.prototype.default_view=u},t}(i.Markup);r.PreText=_,_.__name__=\"PreText\",_.init_PreText()},\n",
" 506: function _(t,o,i){var n=t(113),e=t(484),u=t(163),a=t(121),c=t(240),r=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(o,t),o.prototype.change_active=function(t){this.model.active!==t&&(this.model.active=t,null!=this.model.callback&&this.model.callback.execute(this.model))},o.prototype._update_active=function(){var t=this.model.active;this._buttons.forEach(function(o,i){u.classes(o).toggle(c.bk_active,t===i)})},o}(e.ButtonGroupView);i.RadioButtonGroupView=r,r.__name__=\"RadioButtonGroupView\";var l=function(t){function o(o){return t.call(this,o)||this}return n.__extends(o,t),o.init_RadioButtonGroup=function(){this.prototype.default_view=r,this.define({active:[a.Any,null]})},o}(e.ButtonGroup);i.RadioButtonGroup=l,l.__name__=\"RadioButtonGroup\",l.init_RadioButtonGroup()},\n",
" 507: function _(e,i,n){var t=e(113),a=e(163),o=e(127),l=e(121),r=e(486),u=e(240),d=e(481),c=function(e){function i(){return null!==e&&e.apply(this,arguments)||this}return t.__extends(i,e),i.prototype.render=function(){var i=this;e.prototype.render.call(this);var n=a.div({class:[d.bk_input_group,this.model.inline?u.bk_inline:null]});this.el.appendChild(n);for(var t=o.uniqueId(),l=this.model,r=l.active,c=l.labels,p=function(e){var o=a.input({type:\"radio\",name:t,value:\"\"+e});o.addEventListener(\"change\",function(){return i.change_active(e)}),s.model.disabled&&(o.disabled=!0),e==r&&(o.checked=!0);var l=a.label({},o,a.span({},c[e]));n.appendChild(l)},s=this,h=0;h<c.length;h++)p(h)},i.prototype.change_active=function(e){this.model.active=e,null!=this.model.callback&&this.model.callback.execute(this.model)},i}(r.InputGroupView);n.RadioGroupView=c,c.__name__=\"RadioGroupView\";var p=function(e){function i(i){return e.call(this,i)||this}return t.__extends(i,e),i.init_RadioGroup=function(){this.prototype.default_view=c,this.define({active:[l.Number],labels:[l.Array,[]],inline:[l.Boolean,!1],callback:[l.Any]})},i}(r.InputGroup);n.RadioGroup=p,p.__name__=\"RadioGroup\",p.init_RadioGroup()},\n",
" 508: function _(e,t,n){var r=e(113),i=e(255),a=e(492),o=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t}(a.AbstractRangeSliderView);n.RangeSliderView=o,o.__name__=\"RangeSliderView\";var _=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_RangeSlider=function(){this.prototype.default_view=o,this.override({format:\"0[.]00\"})},t.prototype._formatter=function(e,t){return i.format(e,t)},t}(a.AbstractSlider);n.RangeSlider=_,_.__name__=\"RangeSlider\",_.init_RangeSlider()},\n",
" 509: function _(t,e,i){var n=t(113),o=t(163),l=t(109),s=t(167),r=t(121),a=t(480),c=t(481),u=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.build_options=function(t){var e=this;return t.map(function(t){var i,n;l.isString(t)?i=n=t:(i=t[0],n=t[1]);var s=e.model.value==i;return o.option({selected:s,value:i},n)})},e.prototype.render=function(){var e,i=this;if(t.prototype.render.call(this),l.isArray(this.model.options))e=this.build_options(this.model.options);else{e=[];var n=this.model.options;for(var s in n){var r=n[s];e.push(o.optgroup({label:s},this.build_options(r)))}}this.select_el=o.select({class:c.bk_input,id:this.model.id,name:this.model.name,disabled:this.model.disabled},e),this.select_el.addEventListener(\"change\",function(){return i.change_input()}),this.group_el.appendChild(this.select_el)},e.prototype.change_input=function(){var e=this.select_el.value;s.logger.debug(\"selectbox: value = \"+e),this.model.value=e,t.prototype.change_input.call(this)},e}(a.InputWidgetView);i.SelectView=u,u.__name__=\"SelectView\";var p=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Select=function(){this.prototype.default_view=u,this.define({value:[r.String,\"\"],options:[r.Any,[]]})},e}(a.InputWidget);i.Select=p,p.__name__=\"Select\",p.init_Select()},\n",
" 510: function _(t,e,r){var i=t(113),n=t(255),o=t(492),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(o.AbstractSliderView);r.SliderView=_,_.__name__=\"SliderView\";var a=function(t){function e(e){var r=t.call(this,e)||this;return r.behaviour=\"tap\",r.connected=[!0,!1],r}return i.__extends(e,t),e.init_Slider=function(){this.prototype.default_view=_,this.override({format:\"0[.]00\"})},e.prototype._formatter=function(t,e){return n.format(t,e)},e}(o.AbstractSlider);r.Slider=a,a.__name__=\"Slider\",a.init_Slider()},\n",
" 511: function _(e,t,n){var i=e(113),l=e(480),o=e(163),s=e(121),h=e(481),p=Math.floor,u=Math.max,r=Math.min;function a(e){return p(e)!==e?e.toString().replace(\"/0+$/\",\"\").split(\".\")[1].length:0}var d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.low.change,function(){var e=t.model.low;null!=e&&(t.input_el.min=e.toFixed(16))}),this.connect(this.model.properties.high.change,function(){var e=t.model.high;null!=e&&(t.input_el.max=e.toFixed(16))}),this.connect(this.model.properties.step.change,function(){var e=t.model.step;t.input_el.step=e.toFixed(16)}),this.connect(this.model.properties.value.change,function(){var e=t.model,n=e.value,i=e.step;t.input_el.value=n.toFixed(a(i)).replace(/(\\.[0-9]*[1-9])0+$|\\.0*$/,\"$1\")}),this.connect(this.model.properties.disabled.change,function(){t.input_el.disabled=t.model.disabled})},t.prototype.render=function(){var t=this;e.prototype.render.call(this),this.input_el=o.input({type:\"number\",class:h.bk_input,name:this.model.name,min:this.model.low,max:this.model.high,value:this.model.value,step:this.model.step,disabled:this.model.disabled}),this.input_el.addEventListener(\"change\",function(){return t.change_input()}),this.group_el.appendChild(this.input_el)},t.prototype.change_input=function(){if(this.input_el.value){var t=this.model.step,n=Number(this.input_el.value);null!=this.model.low&&(n=u(n,this.model.low)),null!=this.model.high&&(n=r(n,this.model.high)),this.model.value=Number(n.toFixed(a(t))),e.prototype.change_input.call(this)}},t}(l.InputWidgetView);n.SpinnerView=d,d.__name__=\"SpinnerView\";var c=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Spinner=function(){this.prototype.default_view=d,this.define({value:[s.Number,0],low:[s.Number,null],high:[s.Number,null],step:[s.Number,1]})},t}(l.InputWidget);n.Spinner=c,c.__name__=\"Spinner\",c.init_Spinner()},\n",
" 512: function _(e,t,n){var i=e(113),o=e(479),l=e(480),r=e(163),s=e(121),u=e(481),a=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.name.change,function(){return t.input_el.name=t.model.name||\"\"}),this.connect(this.model.properties.value.change,function(){return t.input_el.value=t.model.value}),this.connect(this.model.properties.disabled.change,function(){return t.input_el.disabled=t.model.disabled}),this.connect(this.model.properties.placeholder.change,function(){return t.input_el.placeholder=t.model.placeholder}),this.connect(this.model.properties.rows.change,function(){return t.input_el.rows=t.model.rows}),this.connect(this.model.properties.cols.change,function(){return t.input_el.cols=t.model.cols}),this.connect(this.model.properties.max_length.change,function(){return t.input_el.maxLength=t.model.max_length})},t.prototype.render=function(){var t=this;e.prototype.render.call(this),this.input_el=r.textarea({class:u.bk_input,name:this.model.name,disabled:this.model.disabled,placeholder:this.model.placeholder,cols:this.model.cols,rows:this.model.rows,maxLength:this.model.max_length}),this.input_el.textContent=this.model.value,this.input_el.addEventListener(\"change\",function(){return t.change_input()}),this.group_el.appendChild(this.input_el)},t.prototype.change_input=function(){this.model.value=this.input_el.value,e.prototype.change_input.call(this)},t}(l.InputWidgetView);n.TextAreaInputView=a,a.__name__=\"TextAreaInputView\";var c=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_TextAreaInput=function(){this.prototype.default_view=a,this.define({cols:[s.Number,20],rows:[s.Number,2],max_length:[s.Number,500]})},t}(o.TextInput);n.TextAreaInput=c,c.__name__=\"TextAreaInput\",c.init_TextAreaInput()},\n",
" 513: function _(t,e,i){var n=t(113),o=t(474),c=t(163),l=t(121),a=t(240),r=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.properties.active.change,function(){return e._update_active()})},e.prototype.render=function(){t.prototype.render.call(this),this._update_active()},e.prototype.click=function(){this.model.active=!this.model.active,t.prototype.click.call(this)},e.prototype._update_active=function(){c.classes(this.button_el).toggle(a.bk_active,this.model.active)},e}(o.AbstractButtonView);i.ToggleView=r,r.__name__=\"ToggleView\";var s=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Toggle=function(){this.prototype.default_view=r,this.define({active:[l.Boolean,!1]}),this.override({label:\"Toggle\"})},e}(o.AbstractButton);i.Toggle=s,s.__name__=\"Toggle\",s.init_Toggle()},\n",
" }, 472, {\"models/widgets/main\":472,\"models/widgets/index\":473,\"models/widgets/abstract_button\":474,\"models/widgets/control\":475,\"models/widgets/widget\":534,\"models/widgets/abstract_icon\":477,\"models/widgets/autocomplete_input\":478,\"models/widgets/text_input\":479,\"models/widgets/input_widget\":480,\"styles/widgets/inputs\":481,\"models/widgets/button\":482,\"models/widgets/checkbox_button_group\":483,\"models/widgets/button_group\":484,\"models/widgets/checkbox_group\":485,\"models/widgets/input_group\":486,\"models/widgets/color_picker\":487,\"models/widgets/date_picker\":488,\"styles/widgets/pikaday\":490,\"models/widgets/date_range_slider\":491,\"models/widgets/abstract_slider\":492,\"styles/widgets/sliders\":494,\"styles/widgets/nouislider\":495,\"models/widgets/date_slider\":496,\"models/widgets/div\":497,\"models/widgets/markup\":498,\"styles/clearfix\":499,\"models/widgets/dropdown\":500,\"models/widgets/file_input\":501,\"models/widgets/multiselect\":502,\"models/widgets/paragraph\":503,\"models/widgets/password_input\":504,\"models/widgets/pretext\":505,\"models/widgets/radio_button_group\":506,\"models/widgets/radio_group\":507,\"models/widgets/range_slider\":508,\"models/widgets/selectbox\":509,\"models/widgets/slider\":510,\"models/widgets/spinner\":511,\"models/widgets/textarea_input\":512,\"models/widgets/toggle\":513}, {});\n",
" })\n",
"\n",
" //# sourceMappingURL=bokeh-widgets.min.js.map\n",
"\n",
" /* END bokeh-widgets.min.js */\n",
" },\n",
" \n",
" function(Bokeh) {\n",
" /* BEGIN bokeh-tables.min.js */\n",
" /*!\n",
" * Copyright (c) 2012 - 2019, Anaconda, Inc., and Bokeh Contributors\n",
" * All rights reserved.\n",
" * \n",
" * Redistribution and use in source and binary forms, with or without modification,\n",
" * are permitted provided that the following conditions are met:\n",
" * \n",
" * Redistributions of source code must retain the above copyright notice,\n",
" * this list of conditions and the following disclaimer.\n",
" * \n",
" * Redistributions in binary form must reproduce the above copyright notice,\n",
" * this list of conditions and the following disclaimer in the documentation\n",
" * and/or other materials provided with the distribution.\n",
" * \n",
" * Neither the name of Anaconda nor the names of any contributors\n",
" * may be used to endorse or promote products derived from this software\n",
" * without specific prior written permission.\n",
" * \n",
" * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n",
" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n",
" * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n",
" * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n",
" * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n",
" * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n",
" * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n",
" * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n",
" * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n",
" * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n",
" * THE POSSIBILITY OF SUCH DAMAGE.\n",
" */\n",
" (function(root, factory) {\n",
" factory(root[\"Bokeh\"]);\n",
" })(this, function(Bokeh) {\n",
" var define;\n",
" return (function(modules, entry, aliases, externals) {\n",
" if (Bokeh != null) {\n",
" return Bokeh.register_plugin(modules, entry, aliases, externals);\n",
" } else {\n",
" throw new Error(\"Cannot find Bokeh. You have to load it prior to loading plugins.\");\n",
" }\n",
" })\n",
" ({\n",
" 514: function _(e,r,s){var a=e(515);s.Tables=a,e(108).register_models(a)},\n",
" 515: function _(a,g,r){function e(a){for(var g in a)r.hasOwnProperty(g)||(r[g]=a[g])}e(a(516)),e(a(537));var o=a(517);r.DataTable=o.DataTable;var t=a(540);r.TableColumn=t.TableColumn;var n=a(533);r.TableWidget=n.TableWidget;var u=a(541);r.AvgAggregator=u.AvgAggregator,r.MinAggregator=u.MinAggregator,r.MaxAggregator=u.MaxAggregator,r.SumAggregator=u.SumAggregator;var A=a(542);r.GroupingInfo=A.GroupingInfo,r.DataCube=A.DataCube},\n",
" 516: function _(t,e,i){var n=t(113),o=t(121),r=t(163),u=t(161),l=t(166),p=t(517),a=t(535),s=function(t){function e(e){var i=t.call(this,Object.assign({model:e.column.model},e))||this;return i.args=e,i.render(),i}return n.__extends(e,t),Object.defineProperty(e.prototype,\"emptyValue\",{get:function(){return null},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.inputEl=this._createInput(),this.defaultValue=null},e.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(a.bk_cell_editor)},e.prototype.render=function(){t.prototype.render.call(this),this.args.container.append(this.el),this.el.appendChild(this.inputEl),this.renderEditor(),this.disableNavigation()},e.prototype.renderEditor=function(){},e.prototype.disableNavigation=function(){this.inputEl.addEventListener(\"keydown\",function(t){switch(t.keyCode){case r.Keys.Left:case r.Keys.Right:case r.Keys.Up:case r.Keys.Down:case r.Keys.PageUp:case r.Keys.PageDown:t.stopImmediatePropagation()}})},e.prototype.destroy=function(){this.remove()},e.prototype.focus=function(){this.inputEl.focus()},e.prototype.show=function(){},e.prototype.hide=function(){},e.prototype.position=function(){},e.prototype.getValue=function(){return this.inputEl.value},e.prototype.setValue=function(t){this.inputEl.value=t},e.prototype.serializeValue=function(){return this.getValue()},e.prototype.isValueChanged=function(){return!(\"\"==this.getValue()&&null==this.defaultValue)&&this.getValue()!==this.defaultValue},e.prototype.applyValue=function(t,e){var i=this.args.grid.getData(),n=i.index.indexOf(t[p.DTINDEX_NAME]);i.setField(n,this.args.column.field,e)},e.prototype.loadValue=function(t){var e=t[this.args.column.field];this.defaultValue=null!=e?e:this.emptyValue,this.setValue(this.defaultValue)},e.prototype.validateValue=function(t){if(this.args.column.validator){var e=this.args.column.validator(t);if(!e.valid)return e}return{valid:!0,msg:null}},e.prototype.validate=function(){return this.validateValue(this.getValue())},e}(u.DOMView);i.CellEditorView=s,s.__name__=\"CellEditorView\";var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e}(l.Model);i.CellEditor=c,c.__name__=\"CellEditor\";var d=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),Object.defineProperty(e.prototype,\"emptyValue\",{get:function(){return\"\"},enumerable:!0,configurable:!0}),e.prototype._createInput=function(){return r.input({type:\"text\"})},e.prototype.renderEditor=function(){this.inputEl.focus(),this.inputEl.select()},e.prototype.loadValue=function(e){t.prototype.loadValue.call(this,e),this.inputEl.defaultValue=this.defaultValue,this.inputEl.select()},e}(s);i.StringEditorView=d,d.__name__=\"StringEditorView\";var _=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.init_StringEditor=function(){this.prototype.default_view=d,this.define({completions:[o.Array,[]]})},e}(c);i.StringEditor=_,_.__name__=\"StringEditor\",_.init_StringEditor();var f=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._createInput=function(){return r.textarea()},e}(s);i.TextEditorView=f,f.__name__=\"TextEditorView\";var h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.init_TextEditor=function(){this.prototype.default_view=f},e}(c);i.TextEditor=h,h.__name__=\"TextEditor\",h.init_TextEditor();var y=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._createInput=function(){return r.select()},e.prototype.renderEditor=function(){for(var t=0,e=this.model.options;t<e.length;t++){var i=e[t];this.inputEl.appendChild(r.option({value:i},i))}this.focus()},e}(s);i.SelectEditorView=y,y.__name__=\"SelectEditorView\";var E=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.init_SelectEditor=function(){this.prototype.default_view=y,this.define({options:[o.Array,[]]})},e}(c);i.SelectEditor=E,E.__name__=\"SelectEditor\",E.init_SelectEditor();var V=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._createInput=function(){return r.input({type:\"text\"})},e}(s);i.PercentEditorView=V,V.__name__=\"PercentEditorView\";var m=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.init_PercentEditor=function(){this.prototype.default_view=V},e}(c);i.PercentEditor=m,m.__name__=\"PercentEditor\",m.init_PercentEditor();var v=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._createInput=function(){return r.input({type:\"checkbox\",value:\"true\"})},e.prototype.renderEditor=function(){this.focus()},e.prototype.loadValue=function(t){this.defaultValue=!!t[this.args.column.field],this.inputEl.checked=this.defaultValue},e.prototype.serializeValue=function(){return this.inputEl.checked},e}(s);i.CheckboxEditorView=v,v.__name__=\"CheckboxEditorView\";var g=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.init_CheckboxEditor=function(){this.prototype.default_view=v},e}(c);i.CheckboxEditor=g,g.__name__=\"CheckboxEditor\",g.init_CheckboxEditor();var x=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._createInput=function(){return r.input({type:\"text\"})},e.prototype.renderEditor=function(){this.inputEl.focus(),this.inputEl.select()},e.prototype.remove=function(){t.prototype.remove.call(this)},e.prototype.serializeValue=function(){return parseInt(this.getValue(),10)||0},e.prototype.loadValue=function(e){t.prototype.loadValue.call(this,e),this.inputEl.defaultValue=this.defaultValue,this.inputEl.select()},e.prototype.validateValue=function(e){return isNaN(e)?{valid:!1,msg:\"Please enter a valid integer\"}:t.prototype.validateValue.call(this,e)},e}(s);i.IntEditorView=x,x.__name__=\"IntEditorView\";var w=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.init_IntEditor=function(){this.prototype.default_view=x,this.define({step:[o.Number,1]})},e}(c);i.IntEditor=w,w.__name__=\"IntEditor\",w.init_IntEditor();var b=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._createInput=function(){return r.input({type:\"text\"})},e.prototype.renderEditor=function(){this.inputEl.focus(),this.inputEl.select()},e.prototype.remove=function(){t.prototype.remove.call(this)},e.prototype.serializeValue=function(){return parseFloat(this.getValue())||0},e.prototype.loadValue=function(e){t.prototype.loadValue.call(this,e),this.inputEl.defaultValue=this.defaultValue,this.inputEl.select()},e.prototype.validateValue=function(e){return isNaN(e)?{valid:!1,msg:\"Please enter a valid number\"}:t.prototype.validateValue.call(this,e)},e}(s);i.NumberEditorView=b,b.__name__=\"NumberEditorView\";var I=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.init_NumberEditor=function(){this.prototype.default_view=b,this.define({step:[o.Number,.01]})},e}(c);i.NumberEditor=I,I.__name__=\"NumberEditor\",I.init_NumberEditor();var N=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._createInput=function(){return r.input({type:\"text\"})},e}(s);i.TimeEditorView=N,N.__name__=\"TimeEditorView\";var C=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.init_TimeEditor=function(){this.prototype.default_view=N},e}(c);i.TimeEditor=C,C.__name__=\"TimeEditor\",C.init_TimeEditor();var P=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._createInput=function(){return r.input({type:\"text\"})},Object.defineProperty(e.prototype,\"emptyValue\",{get:function(){return new Date},enumerable:!0,configurable:!0}),e.prototype.renderEditor=function(){this.inputEl.focus(),this.inputEl.select()},e.prototype.destroy=function(){t.prototype.destroy.call(this)},e.prototype.show=function(){t.prototype.show.call(this)},e.prototype.hide=function(){t.prototype.hide.call(this)},e.prototype.position=function(){return 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" 517: function _(e,t,i){var n=e(113),o=e(518).RowSelectionModel,r=e(522).CheckboxSelectColumn,s=e(523).CellExternalCopyManager,l=e(524),a=e(121),d=e(127),c=e(109),u=e(110),h=e(125),_=e(167),p=e(282),m=e(533),f=e(534),g=e(535);i.DTINDEX_NAME=\"__bkdt_internal_index__\";var b=function(){function e(e,t){if(this.source=e,this.view=t,i.DTINDEX_NAME in this.source.data)throw new Error(\"special name \"+i.DTINDEX_NAME+\" cannot be used as a data table column\");this.index=this.view.indices}return e.prototype.getLength=function(){return this.index.length},e.prototype.getItem=function(e){for(var t={},n=0,o=h.keys(this.source.data);n<o.length;n++){var r=o[n];t[r]=this.source.data[r][this.index[e]]}return t[i.DTINDEX_NAME]=this.index[e],t},e.prototype.getField=function(e,t){return t==i.DTINDEX_NAME?this.index[e]:this.source.data[t][this.index[e]]},e.prototype.setField=function(e,t,i){var n,o=this.index[e];this.source.patch(((n={})[t]=[[o,i]],n))},e.prototype.getItemMetadata=function(e){return null},e.prototype.getRecords=function(){var e=this;return u.range(0,this.getLength()).map(function(t){return e.getItem(t)})},e.prototype.sort=function(e){var t=e.map(function(e){return[e.sortCol.field,e.sortAsc?1:-1]});0==t.length&&(t=[[i.DTINDEX_NAME,1]]);var n=this.getRecords(),o=this.index.slice();this.index.sort(function(e,i){for(var r=0,s=t;r<s.length;r++){var l=s[r],a=l[0],d=l[1],c=n[o.indexOf(e)][a],u=n[o.indexOf(i)][a],h=c==u?0:c>u?d:-d;if(0!=h)return h}return 0})},e}();i.TableDataProvider=b,b.__name__=\"TableDataProvider\";var v=function(e){function t(){var t=e.apply(this,arguments)||this;return t._in_selection_update=!1,t._warned_not_reorderable=!1,t}return n.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.render()}),this.connect(this.model.source.streaming,function(){return t.updateGrid()}),this.connect(this.model.source.patching,function(){return t.updateGrid()}),this.connect(this.model.source.change,function(){return t.updateGrid()}),this.connect(this.model.source.properties.data.change,function(){return t.updateGrid()}),this.connect(this.model.source.selected.change,function(){return t.updateSelection()}),this.connect(this.model.source.selected.properties.indices.change,function(){return t.updateSelection()})},t.prototype._update_layout=function(){this.layout=new p.LayoutItem,this.layout.set_sizing(this.box_sizing())},t.prototype.update_position=function(){e.prototype.update_position.call(this),this.grid.resizeCanvas()},t.prototype.updateGrid=function(){var e=this;if(this.model.view.compute_indices(),this.data.constructor(this.model.source,this.model.view),this.model.sortable){var t=this.grid.getColumns(),i=this.grid.getSortColumns().map(function(i){return{sortCol:{field:t[e.grid.getColumnIndex(i.columnId)].field},sortAsc:i.sortAsc}});this.data.sort(i)}this.grid.invalidate(),this.grid.render()},t.prototype.updateSelection=function(){var e=this;if(!this._in_selection_update){var t=this.model.source.selected.indices.map(function(t){return e.data.index.indexOf(t)}).sort();this._in_selection_update=!0,this.grid.setSelectedRows(t),this._in_selection_update=!1;var i=this.grid.getViewport(),n=this.model.get_scroll_index(i,t);null!=n&&this.grid.scrollRowToTop(n)}},t.prototype.newIndexColumn=function(){return{id:d.uniqueId(),name:this.model.index_header,field:i.DTINDEX_NAME,width:this.model.index_width,behavior:\"select\",cannotTriggerInsert:!0,resizable:!1,selectable:!1,sortable:!0,cssClass:g.bk_cell_index,headerCssClass:g.bk_header_index}},t.prototype.css_classes=function(){return e.prototype.css_classes.call(this).concat(g.bk_data_table)},t.prototype.render=function(){var e,t=this,i=this.model.columns.map(function(e){return e.toColumn()});if(\"checkbox\"==this.model.selectable&&(e=new r({cssClass:g.bk_cell_select}),i.unshift(e.getColumnDefinition())),null!=this.model.index_position){var n=this.model.index_position,a=this.newIndexColumn();-1==n?i.push(a):n<-1?i.splice(n+1,0,a):i.splice(n,0,a)}var d=this.model.reorderable;!d||\"undefined\"!=typeof $&&null!=$.fn&&null!=$.fn.sortable||(this._warned_not_reorderable||(_.logger.warn(\"jquery-ui is required to enable DataTable.reorderable\"),this._warned_not_reorderable=!0),d=!1);var u={enableCellNavigation:!1!==this.model.selectable,enableColumnReorder:d,forceFitColumns:this.model.fit_columns,multiColumnSort:this.model.sortable,editable:this.model.editable,autoEdit:!1,rowHeight:this.model.row_height};if(this.data=new b(this.model.source,this.model.view),this.grid=new l.Grid(this.el,this.data,i,u),this.grid.onSort.subscribe(function(e,n){t.model.sortable&&(i=n.sortCols,t.data.sort(i),t.grid.invalidate(),t.updateSelection(),t.grid.render(),t.model.header_row||t._hide_header(),t.model.update_sort_columns(i))}),!1!==this.model.selectable){this.grid.setSelectionModel(new o({selectActiveRow:null==e})),null!=e&&this.grid.registerPlugin(e);var h={dataItemColumnValueExtractor:function(e,t){var i=e[t.field];return c.isString(i)&&(i=i.replace(/\\n/g,\"\\\\n\")),i},includeHeaderWhenCopying:!1};this.grid.registerPlugin(new s(h)),this.grid.onSelectedRowsChanged.subscribe(function(e,i){t._in_selection_update||(t.model.source.selected.indices=i.rows.map(function(e){return t.data.index[e]}))}),this.updateSelection(),this.model.header_row||this._hide_header()}},t.prototype._hide_header=function(){for(var e=0,t=Array.from(this.el.querySelectorAll(\".slick-header-columns\"));e<t.length;e++){t[e].style.height=\"0px\"}this.grid.resizeCanvas()},t}(f.WidgetView);i.DataTableView=v,v.__name__=\"DataTableView\";var w=function(e){function t(t){var i=e.call(this,t)||this;return i._sort_columns=[],i}return n.__extends(t,e),Object.defineProperty(t.prototype,\"sort_columns\",{get:function(){return this._sort_columns},enumerable:!0,configurable:!0}),t.init_DataTable=function(){this.prototype.default_view=v,this.define({columns:[a.Array,[]],fit_columns:[a.Boolean,!0],sortable:[a.Boolean,!0],reorderable:[a.Boolean,!0],editable:[a.Boolean,!1],selectable:[a.Any,!0],index_position:[a.Int,0],index_header:[a.String,\"#\"],index_width:[a.Int,40],scroll_to_selection:[a.Boolean,!0],header_row:[a.Boolean,!0],row_height:[a.Int,25]}),this.override({width:600,height:400})},t.prototype.update_sort_columns=function(e){return this._sort_columns=e.map(function(e){return{field:e.sortCol.field,sortAsc:e.sortAsc}}),null},t.prototype.get_scroll_index=function(e,t){return this.scroll_to_selection&&0!=t.length?u.some(t,function(t){return e.top<=t&&t<=e.bottom})?null:Math.max(0,Math.min.apply(Math,t)-1):null},t}(m.TableWidget);i.DataTable=w,w.__name__=\"DataTable\",w.init_DataTable()},\n",
" 518: function _(e,t,n){var o=e(519),r=e(521);t.exports={RowSelectionModel:function(e){var t,n,l,i=[],c=this,u=new r.EventHandler,s={selectActiveRow:!0};function a(e){return function(){n||(n=!0,e.apply(this,arguments),n=!1)}}function f(e){for(var t=[],n=0;n<e.length;n++)for(var o=e[n].fromRow;o<=e[n].toRow;o++)t.push(o);return t}function h(e){for(var n=[],o=t.getColumns().length-1,l=0;l<e.length;l++)n.push(new r.Range(e[l],0,e[l],o));return n}function w(){return f(i)}function g(e){(i&&0!==i.length||e&&0!==e.length)&&(i=e,c.onSelectedRangesChanged.notify(i))}function v(e,n){l.selectActiveRow&&null!=n.row&&g([new r.Range(n.row,0,n.row,t.getColumns().length-1)])}function p(e){var n=t.getActiveCell();if(t.getOptions().multiSelect&&n&&e.shiftKey&&!e.ctrlKey&&!e.altKey&&!e.metaKey&&(e.which==r.keyCode.UP||e.which==r.keyCode.DOWN)){var o=w();o.sort(function(e,t){return e-t}),o.length||(o=[n.row]);var l,i=o[0],c=o[o.length-1];(l=e.which==r.keyCode.DOWN?n.row<c||i==c?++c:++i:n.row<c?--c:--i)>=0&&l<t.getDataLength()&&(t.scrollRowIntoView(l),g(h(function(e,t){var n,o=[];for(n=e;n<=t;n++)o.push(n);for(n=t;n<e;n++)o.push(n);return o}(i,c)))),e.preventDefault(),e.stopPropagation()}}function y(e){var n=t.getCellFromEvent(e);if(!n||!t.canCellBeActive(n.row,n.cell))return!1;if(!t.getOptions().multiSelect||!e.ctrlKey&&!e.shiftKey&&!e.metaKey)return!1;var r=f(i),l=o.inArray(n.row,r);if(-1===l&&(e.ctrlKey||e.metaKey))r.push(n.row),t.setActiveCell(n.row,n.cell);else if(-1!==l&&(e.ctrlKey||e.metaKey))r=o.grep(r,function(e,t){return e!==n.row}),t.setActiveCell(n.row,n.cell);else if(r.length&&e.shiftKey){var c=r.pop(),u=Math.min(n.row,c),s=Math.max(n.row,c);r=[];for(var a=u;a<=s;a++)a!==c&&r.push(a);r.push(c),t.setActiveCell(n.row,n.cell)}return g(h(r)),e.stopImmediatePropagation(),!0}o.extend(this,{getSelectedRows:w,setSelectedRows:function(e){g(h(e))},getSelectedRanges:function(){return i},setSelectedRanges:g,init:function(n){l=o.extend(!0,{},s,e),t=n,u.subscribe(t.onActiveCellChanged,a(v)),u.subscribe(t.onKeyDown,a(p)),u.subscribe(t.onClick,a(y))},destroy:function(){u.unsubscribeAll()},onSelectedRangesChanged:new r.Event})}}},\n",
" 519: function _(e,n,f){n.exports=\"undefined\"!=typeof $?$:e(520)},\n",
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" * Copyright JS Foundation and other contributors\n",
" * Released under the MIT license\n",
" * https://jquery.org/license\n",
" *\n",
" * Date: 2019-05-01T21:04Z\n",
" */\n",
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" 521: function _(t,i,n){function o(){var t=!1,i=!1;this.stopPropagation=function(){t=!0},this.isPropagationStopped=function(){return t},this.stopImmediatePropagation=function(){i=!0},this.isImmediatePropagationStopped=function(){return i}}function e(){this.__nonDataRow=!0}function r(){this.__group=!0,this.level=0,this.count=0,this.value=null,this.title=null,this.collapsed=!1,this.selectChecked=!1,this.totals=null,this.rows=[],this.groups=null,this.groupingKey=null}function s(){this.__groupTotals=!0,this.group=null,this.initialized=!1}function l(){var t=null;this.isActive=function(i){return i?t===i:null!==t},this.activate=function(i){if(i!==t){if(null!==t)throw new Error(\"SlickGrid.EditorLock.activate: an editController is still active, can't activate another editController\");if(!i.commitCurrentEdit)throw new Error(\"SlickGrid.EditorLock.activate: editController must implement .commitCurrentEdit()\");if(!i.cancelCurrentEdit)throw new Error(\"SlickGrid.EditorLock.activate: editController must implement .cancelCurrentEdit()\");t=i}},this.deactivate=function(i){if(t!==i)throw new Error(\"SlickGrid.EditorLock.deactivate: specified editController is not the currently active one\");t=null},this.commitCurrentEdit=function(){return!t||t.commitCurrentEdit()},this.cancelCurrentEdit=function(){return!t||t.cancelCurrentEdit()}}r.prototype=new e,r.prototype.equals=function(t){return this.value===t.value&&this.count===t.count&&this.collapsed===t.collapsed&&this.title===t.title},s.prototype=new e,i.exports={Event:function(){var t=[];this.subscribe=function(i){t.push(i)},this.unsubscribe=function(i){for(var n=t.length-1;n>=0;n--)t[n]===i&&t.splice(n,1)},this.notify=function(i,n,e){var r;n=n||new o,e=e||this;for(var s=0;s<t.length&&!n.isPropagationStopped()&&!n.isImmediatePropagationStopped();s++)r=t[s].call(e,n,i);return r}},EventData:o,EventHandler:function(){var t=[];this.subscribe=function(i,n){return t.push({event:i,handler:n}),i.subscribe(n),this},this.unsubscribe=function(i,n){for(var o=t.length;o--;)if(t[o].event===i&&t[o].handler===n)return t.splice(o,1),void i.unsubscribe(n);return this},this.unsubscribeAll=function(){for(var i=t.length;i--;)t[i].event.unsubscribe(t[i].handler);return t=[],this}},Range:function(t,i,n,o){void 0===n&&void 0===o&&(n=t,o=i),this.fromRow=Math.min(t,n),this.fromCell=Math.min(i,o),this.toRow=Math.max(t,n),this.toCell=Math.max(i,o),this.isSingleRow=function(){return this.fromRow==this.toRow},this.isSingleCell=function(){return this.fromRow==this.toRow&&this.fromCell==this.toCell},this.contains=function(t,i){return t>=this.fromRow&&t<=this.toRow&&i>=this.fromCell&&i<=this.toCell},this.toString=function(){return this.isSingleCell()?\"(\"+this.fromRow+\":\"+this.fromCell+\")\":\"(\"+this.fromRow+\":\"+this.fromCell+\" - \"+this.toRow+\":\"+this.toCell+\")\"}},NonDataRow:e,Group:r,GroupTotals:s,EditorLock:l,GlobalEditorLock:new l,keyCode:{BACKSPACE:8,DELETE:46,DOWN:40,END:35,ENTER:13,ESCAPE:27,ESC:27,HOME:36,INSERT:45,LEFT:37,PAGE_DOWN:34,PAGE_UP:33,RIGHT:39,TAB:9,UP:38,C:67,V:86},preClickClassName:\"slick-edit-preclick\"}},\n",
" 522: function _(e,t,o){var l=e(519),c=e(521);t.exports={CheckboxSelectColumn:function(e){var t,o=g(),n=new c.EventHandler,i={},r=!1,d=l.extend(!0,{},{columnId:\"_checkbox_selector\",cssClass:null,hideSelectAllCheckbox:!1,toolTip:\"Select/Deselect All\",width:30,hideInColumnTitleRow:!1,hideInFilterHeaderRow:!0},e);function a(){t.updateColumnHeader(d.columnId,\"\",\"\")}function s(){l(\"#filter-checkbox-selectall-container\").hide()}function u(e,c){var n,a,s=t.getSelectedRows(),u={};for(a=0;a<s.length;a++)u[n=s[a]]=!0,u[n]!==i[n]&&(t.invalidateRow(n),delete i[n]);for(a in i)t.invalidateRow(a);i=u,t.render(),r=s.length&&s.length==t.getDataLength(),d.hideInColumnTitleRow||d.hideSelectAllCheckbox||(r?t.updateColumnHeader(d.columnId,\"<input id='header-selector\"+o+\"' type='checkbox' checked='checked'><label for='header-selector\"+o+\"'></label>\",d.toolTip):t.updateColumnHeader(d.columnId,\"<input id='header-selector\"+o+\"' type='checkbox'><label for='header-selector\"+o+\"'></label>\",d.toolTip)),d.hideInFilterHeaderRow||l(\"#header-filter-selector\"+o).prop(\"checked\",r)}function h(e,o){32==e.which&&t.getColumns()[o.cell].id===d.columnId&&(t.getEditorLock().isActive()&&!t.getEditorLock().commitCurrentEdit()||p(o.row),e.preventDefault(),e.stopImmediatePropagation())}function f(e,o){if(t.getColumns()[o.cell].id===d.columnId&&l(e.target).is(\":checkbox\")){if(t.getEditorLock().isActive()&&!t.getEditorLock().commitCurrentEdit())return e.preventDefault(),void e.stopImmediatePropagation();p(o.row),e.stopPropagation(),e.stopImmediatePropagation()}}function p(e){i[e]?t.setSelectedRows(l.grep(t.getSelectedRows(),function(t){return t!=e})):t.setSelectedRows(t.getSelectedRows().concat(e)),t.setActiveCell(e,function(){if(null===m){m=0;for(var e=t.getColumns(),o=0;o<e.length;o++)e[o].id==d.columnId&&(m=o)}return m}()),t.focus()}function b(e,o){if(o.column.id==d.columnId&&l(e.target).is(\":checkbox\")){if(t.getEditorLock().isActive()&&!t.getEditorLock().commitCurrentEdit())return e.preventDefault(),void e.stopImmediatePropagation();if(l(e.target).is(\":checked\")){for(var c=[],n=0;n<t.getDataLength();n++)c.push(n);t.setSelectedRows(c)}else t.setSelectedRows([]);e.stopPropagation(),e.stopImmediatePropagation()}}var m=null;function g(){return Math.round(1e7*Math.random())}function k(e,t,o,l,c){var n=g()+e;return c?i[e]?\"<input id='selector\"+n+\"' type='checkbox' checked='checked'><label for='selector\"+n+\"'></label>\":\"<input id='selector\"+n+\"' type='checkbox'><label for='selector\"+n+\"'></label>\":null}l.extend(this,{init:function(e){t=e,n.subscribe(t.onSelectedRowsChanged,u).subscribe(t.onClick,f).subscribe(t.onKeyDown,h),d.hideInFilterHeaderRow||function(e){e.onHeaderRowCellRendered.subscribe(function(e,t){\"sel\"===t.column.field&&(l(t.node).empty(),l(\"<span id='filter-checkbox-selectall-container'><input id='header-filter-selector\"+o+\"' type='checkbox'><label for='header-filter-selector\"+o+\"'></label></span>\").appendTo(t.node).on(\"click\",function(e){b(e,t)}))})}(e),d.hideInColumnTitleRow||n.subscribe(t.onHeaderClick,b)},destroy:function(){n.unsubscribeAll()},deSelectRows:function(e){var o,c=e.length,n=[];for(o=0;o<c;o++)i[e[o]]&&(n[n.length]=e[o]);t.setSelectedRows(l.grep(t.getSelectedRows(),function(e){return n.indexOf(e)<0}))},selectRows:function(e){var o,l=e.length,c=[];for(o=0;o<l;o++)i[e[o]]||(c[c.length]=e[o]);t.setSelectedRows(t.getSelectedRows().concat(c))},getColumnDefinition:function(){return{id:d.columnId,name:d.hideSelectAllCheckbox||d.hideInColumnTitleRow?\"\":\"<input id='header-selector\"+o+\"' type='checkbox'><label for='header-selector\"+o+\"'></label>\",toolTip:d.toolTip,field:\"sel\",width:d.width,resizable:!1,sortable:!1,cssClass:d.cssClass,hideSelectAllCheckbox:d.hideSelectAllCheckbox,formatter:k}},getOptions:function(){return d},setOptions:function(e){if((d=l.extend(!0,{},d,e)).hideSelectAllCheckbox)a(),s();else if(d.hideInColumnTitleRow?a():(r?t.updateColumnHeader(d.columnId,\"<input id='header-selector\"+o+\"' type='checkbox' checked='checked'><label for='header-selector\"+o+\"'></label>\",d.toolTip):t.updateColumnHeader(d.columnId,\"<input id='header-selector\"+o+\"' type='checkbox'><label for='header-selector\"+o+\"'></label>\",d.toolTip),n.subscribe(t.onHeaderClick,b)),d.hideInFilterHeaderRow)s();else{var c=l(\"#filter-checkbox-selectall-container\");c.show(),c.find('input[type=\"checkbox\"]').prop(\"checked\",r)}}})}}},\n",
" 523: function _(e,t,o){var l=e(519),n=e(521),a=n.keyCode;t.exports={CellExternalCopyManager:function(e){var t,o,r=this,i=e||{},s=i.copiedCellStyleLayerKey||\"copy-manager\",u=i.copiedCellStyle||\"copied\",c=0,d=i.bodyElement||document.body,f=i.onCopyInit||null,h=i.onCopySuccess||null;function C(e){if(i.headerColumnValueExtractor){var t=i.headerColumnValueExtractor(e);if(t)return t}return e.name}function m(e,o,n){if(i.dataItemColumnValueExtractor){var a=i.dataItemColumnValueExtractor(e,o);if(a)return a}var r=\"\";if(o.editor){var s={container:l(\"<p>\"),column:o,position:{top:0,left:0},grid:t,event:n},u=new o.editor(s);u.loadValue(e),r=u.serializeValue(),u.destroy()}else r=e[o.field];return r}function g(e,o,n){if(i.dataItemColumnValueSetter)return i.dataItemColumnValueSetter(e,o,n);if(o.editor){var a={container:l(\"body\"),column:o,position:{top:0,left:0},grid:t},r=new o.editor(a);r.loadValue(e),r.applyValue(e,n),r.destroy()}else e[o.field]=n}function p(e){var t=document.createElement(\"textarea\");return t.style.position=\"absolute\",t.style.left=\"-1000px\",t.style.top=document.body.scrollTop+\"px\",t.value=e,d.appendChild(t),t.select(),t}function y(e,l){var n;if(!t.getEditorLock().isActive()||t.getOptions().autoEdit){if(e.which==a.ESC&&o&&(e.preventDefault(),w(),r.onCopyCancelled.notify({ranges:o}),o=null),(e.which===a.C||e.which===a.INSERT)&&(e.ctrlKey||e.metaKey)&&!e.shiftKey&&(f&&f.call(),0!=(n=t.getSelectionModel().getSelectedRanges()).length)){o=n,v(n),r.onCopyCells.notify({ranges:n});for(var s=t.getColumns(),u=\"\",c=0;c<n.length;c++){for(var y=n[c],D=[],S=y.fromRow;S<y.toRow+1;S++){var R=[],x=t.getDataItem(S);if(\"\"==D&&i.includeHeaderWhenCopying){for(var V=[],E=y.fromCell;E<y.toCell+1;E++)s[E].name.length>0&&V.push(C(s[E]));D.push(V.join(\"\\t\"))}for(E=y.fromCell;E<y.toCell+1;E++)R.push(m(x,s[E],e));D.push(R.join(\"\\t\"))}u+=D.join(\"\\r\\n\")+\"\\r\\n\"}if(window.clipboardData)return window.clipboardData.setData(\"Text\",u),!0;var b=document.activeElement;if((M=p(u)).focus(),setTimeout(function(){d.removeChild(M),b?b.focus():console.log(\"Not element to restore focus to after copy?\")},100),h){var I=0;I=1===n.length?n[0].toRow+1-n[0].fromRow:n.length,h.call(this,I)}return!1}if(!i.readOnlyMode&&(e.which===a.V&&(e.ctrlKey||e.metaKey)&&!e.shiftKey||e.which===a.INSERT&&e.shiftKey&&!e.ctrlKey)){var M=p(\"\");return setTimeout(function(){!function(e,t){var o=e.getColumns(),l=t.value.split(/[\\n\\f\\r]/);\"\"==l[l.length-1]&&l.pop();var n=[],a=0;d.removeChild(t);for(var s=0;s<l.length;s++)\"\"!=l[s]?n[a++]=l[s].split(\"\\t\"):n[s]=[\"\"];var u=e.getActiveCell(),c=e.getSelectionModel().getSelectedRanges(),f=c&&c.length?c[0]:null,h=null,C=null;if(f)h=f.fromRow,C=f.fromCell;else{if(!u)return;h=u.row,C=u.cell}var m=!1,p=n.length,y=n.length?n[0].length:0;1==n.length&&1==n[0].length&&f&&(m=!0,p=f.toRow-f.fromRow+1,y=f.toCell-f.fromCell+1);var w=e.getData().length-h,D=0;if(w<p&&i.newRowCreator){var S=e.getData();for(D=1;D<=p-w;D++)S.push({});e.setData(S),e.render()}var R=h+p>e.getDataLength();if(i.newRowCreator&&R){var x=h+p-e.getDataLength();i.newRowCreator(x)}var V={isClipboardCommand:!0,clippedRange:n,oldValues:[],cellExternalCopyManager:r,_options:i,setDataItemValueForColumn:g,markCopySelection:v,oneCellToMultiple:m,activeRow:h,activeCell:C,destH:p,destW:y,maxDestY:e.getDataLength(),maxDestX:e.getColumns().length,h:0,w:0,execute:function(){this.h=0;for(var t=0;t<this.destH;t++){this.oldValues[t]=[],this.w=0,this.h++;for(var l=0;l<this.destW;l++){this.w++;var a=h+t,r=C+l;if(a<this.maxDestY&&r<this.maxDestX){e.getCellNode(a,r);var i=e.getDataItem(a);this.oldValues[t][l]=i[o[r].field],m?this.setDataItemValueForColumn(i,o[r],n[0][0]):this.setDataItemValueForColumn(i,o[r],n[t]?n[t][l]:\"\"),e.updateCell(a,r),e.onCellChange.notify({row:a,cell:r,item:i,grid:e})}}}var s={fromCell:C,fromRow:h,toCell:C+this.w-1,toRow:h+this.h-1};this.markCopySelection([s]),e.getSelectionModel().setSelectedRanges([s]),this.cellExternalCopyManager.onPasteCells.notify({ranges:[s]})},undo:function(){for(var t=0;t<this.destH;t++)for(var l=0;l<this.destW;l++){var n=h+t,a=C+l;if(n<this.maxDestY&&a<this.maxDestX){e.getCellNode(n,a);var r=e.getDataItem(n);m?this.setDataItemValueForColumn(r,o[a],this.oldValues[0][0]):this.setDataItemValueForColumn(r,o[a],this.oldValues[t][l]),e.updateCell(n,a),e.onCellChange.notify({row:n,cell:a,item:r,grid:e})}}var i={fromCell:C,fromRow:h,toCell:C+this.w-1,toRow:h+this.h-1};if(this.markCopySelection([i]),e.getSelectionModel().setSelectedRanges([i]),this.cellExternalCopyManager.onPasteCells.notify({ranges:[i]}),D>1){for(var s=e.getData();D>1;D--)s.splice(s.length-1,1);e.setData(s),e.render()}}};i.clipboardCommandHandler?i.clipboardCommandHandler(V):V.execute()}(t,M)},100),!1}}}function v(e){w();for(var o=t.getColumns(),l={},n=0;n<e.length;n++)for(var a=e[n].fromRow;a<=e[n].toRow;a++){l[a]={};for(var i=e[n].fromCell;i<=e[n].toCell&&i<o.length;i++)l[a][o[i].id]=u}t.setCellCssStyles(s,l),clearTimeout(c),c=setTimeout(function(){r.clearCopySelection()},2e3)}function w(){t.removeCellCssStyles(s)}l.extend(this,{init:function(e){(t=e).onKeyDown.subscribe(y);var o=e.getSelectionModel();if(!o)throw new Error(\"Selection model is mandatory for this plugin. Please set a selection model on the grid before adding this plugin: grid.setSelectionModel(new Slick.CellSelectionModel())\");o.onSelectedRangesChanged.subscribe(function(e,o){t.focus()})},destroy:function(){t.onKeyDown.unsubscribe(y)},clearCopySelection:w,handleKeyDown:y,onCopyCells:new n.Event,onCopyCancelled:new n.Event,onPasteCells:new n.Event,setIncludeHeaderWhenCopying:function(e){i.includeHeaderWhenCopying=e}})}}},\n",
" 524: function _(r,t,o){var _=r(113);_.__exportStar(r(521),t.exports),_.__exportStar(r(525),t.exports),_.__exportStar(r(528),t.exports),_.__exportStar(r(529),t.exports),_.__exportStar(r(530),t.exports),_.__exportStar(r(531),t.exports),_.__exportStar(r(532),t.exports)},\n",
" 525: function _(require,module,exports){\n",
" /**\n",
" * @license\n",
" * (c) 2009-2016 Michael Leibman\n",
" * michael{dot}leibman{at}gmail{dot}com\n",
" * http://github.com/mleibman/slickgrid\n",
" *\n",
" * Distributed under MIT license.\n",
" * All rights reserved.\n",
" *\n",
" * SlickGrid v2.3\n",
" *\n",
" * NOTES:\n",
" * Cell/row DOM manipulations are done directly bypassing jQuery's DOM manipulation methods.\n",
" * This increases the speed dramatically, but can only be done safely because there are no event handlers\n",
" * or data associated with any cell/row DOM nodes. Cell editors must make sure they implement .destroy()\n",
" * and do proper cleanup.\n",
" */\n",
" var $=require(519),Slick=require(521),scrollbarDimensions,maxSupportedCssHeight;function SlickGrid(container,data,columns,options){$.fn.drag||require(526),$.fn.drop||require(527);var defaults={alwaysShowVerticalScroll:!1,explicitInitialization:!1,rowHeight:25,defaultColumnWidth:80,enableAddRow:!1,leaveSpaceForNewRows:!1,editable:!1,autoEdit:!0,suppressActiveCellChangeOnEdit:!1,enableCellNavigation:!0,enableColumnReorder:!0,asyncEditorLoading:!1,asyncEditorLoadDelay:100,forceFitColumns:!1,enableAsyncPostRender:!1,asyncPostRenderDelay:50,enableAsyncPostRenderCleanup:!1,asyncPostRenderCleanupDelay:40,autoHeight:!1,editorLock:Slick.GlobalEditorLock,showHeaderRow:!1,headerRowHeight:25,createFooterRow:!1,showFooterRow:!1,footerRowHeight:25,createPreHeaderPanel:!1,showPreHeaderPanel:!1,preHeaderPanelHeight:25,showTopPanel:!1,topPanelHeight:25,formatterFactory:null,editorFactory:null,cellFlashingCssClass:\"flashing\",selectedCellCssClass:\"selected\",multiSelect:!0,enableTextSelectionOnCells:!1,dataItemColumnValueExtractor:null,fullWidthRows:!1,multiColumnSort:!1,numberedMultiColumnSort:!1,tristateMultiColumnSort:!1,sortColNumberInSeparateSpan:!1,defaultFormatter:defaultFormatter,forceSyncScrolling:!1,addNewRowCssClass:\"new-row\",preserveCopiedSelectionOnPaste:!1,showCellSelection:!0,viewportClass:null,minRowBuffer:3,emulatePagingWhenScrolling:!0,editorCellNavOnLRKeys:!1},columnDefaults={name:\"\",resizable:!0,sortable:!1,minWidth:30,rerenderOnResize:!1,headerCssClass:null,defaultSortAsc:!0,focusable:!0,selectable:!0},th,h,ph,n,cj,page=0,offset=0,vScrollDir=1,initialized=!1,$container,uid=\"slickgrid_\"+Math.round(1e6*Math.random()),self=this,$focusSink,$focusSink2,$headerScroller,$headers,$headerRow,$headerRowScroller,$headerRowSpacer,$footerRow,$footerRowScroller,$footerRowSpacer,$preHeaderPanel,$preHeaderPanelScroller,$preHeaderPanelSpacer,$topPanelScroller,$topPanel,$viewport,$canvas,$style,$boundAncestors,stylesheet,columnCssRulesL,columnCssRulesR,viewportH,viewportW,canvasWidth,viewportHasHScroll,viewportHasVScroll,headerColumnWidthDiff=0,headerColumnHeightDiff=0,cellWidthDiff=0,cellHeightDiff=0,jQueryNewWidthBehaviour=!1,absoluteColumnMinWidth,tabbingDirection=1,activePosX,activeRow,activeCell,activeCellNode=null,currentEditor=null,serializedEditorValue,editController,rowsCache={},renderedRows=0,numVisibleRows,prevScrollTop=0,scrollTop=0,lastRenderedScrollTop=0,lastRenderedScrollLeft=0,prevScrollLeft=0,scrollLeft=0,selectionModel,selectedRows=[],plugins=[],cellCssClasses={},columnsById={},sortColumns=[],columnPosLeft=[],columnPosRight=[],pagingActive=!1,pagingIsLastPage=!1,scrollThrottle=ActionThrottle(render,50),h_editorLoader=null,h_render=null,h_postrender=null,h_postrenderCleanup=null,postProcessedRows={},postProcessToRow=null,postProcessFromRow=null,postProcessedCleanupQueue=[],postProcessgroupId=0,counter_rows_rendered=0,counter_rows_removed=0,rowNodeFromLastMouseWheelEvent,zombieRowNodeFromLastMouseWheelEvent,zombieRowCacheFromLastMouseWheelEvent,zombieRowPostProcessedFromLastMouseWheelEvent,cssShow={position:\"absolute\",visibility:\"hidden\",display:\"block\"},$hiddenParents,oldProps=[],columnResizeDragging=!1;function init(){if(($container=container instanceof $?container:$(container)).length<1)throw new Error(\"SlickGrid requires a valid container, \"+container+\" does not exist in the DOM.\");cacheCssForHiddenInit(),maxSupportedCssHeight=maxSupportedCssHeight||getMaxSupportedCssHeight(),options=$.extend({},defaults,options),validateAndEnforceOptions(),columnDefaults.width=options.defaultColumnWidth,columnsById={};for(var e=0;e<columns.length;e++){var o=columns[e]=$.extend({},columnDefaults,columns[e]);columnsById[o.id]=e,o.minWidth&&o.width<o.minWidth&&(o.width=o.minWidth),o.maxWidth&&o.width>o.maxWidth&&(o.width=o.maxWidth)}if(options.enableColumnReorder&&!$.fn.sortable)throw new Error(\"SlickGrid's 'enableColumnReorder = true' option requires jquery-ui.sortable module to be loaded\");editController={commitCurrentEdit:commitCurrentEdit,cancelCurrentEdit:cancelCurrentEdit},$container.empty().css(\"overflow\",\"hidden\").css(\"outline\",0).addClass(uid).addClass(\"ui-widget\"),/relative|absolute|fixed/.test($container.css(\"position\"))||$container.css(\"position\",\"relative\"),$focusSink=$(\"<div tabIndex='0' hideFocus style='position:fixed;width:0;height:0;top:0;left:0;outline:0;'></div>\").appendTo($container),options.createPreHeaderPanel&&($preHeaderPanelScroller=$(\"<div class='slick-preheader-panel ui-state-default' style='overflow:hidden;position:relative;' />\").appendTo($container),$preHeaderPanel=$(\"<div />\").appendTo($preHeaderPanelScroller),$preHeaderPanelSpacer=$(\"<div style='display:block;height:1px;position:absolute;top:0;left:0;'></div>\").appendTo($preHeaderPanelScroller),options.showPreHeaderPanel||$preHeaderPanelScroller.hide()),$headerScroller=$(\"<div class='slick-header ui-state-default' />\").appendTo($container),$headers=$(\"<div class='slick-header-columns' style='left:-1000px' />\").appendTo($headerScroller),$headerRowScroller=$(\"<div class='slick-headerrow ui-state-default' />\").appendTo($container),$headerRow=$(\"<div class='slick-headerrow-columns' />\").appendTo($headerRowScroller),$headerRowSpacer=$(\"<div style='display:block;height:1px;position:absolute;top:0;left:0;'></div>\").appendTo($headerRowScroller),$topPanelScroller=$(\"<div class='slick-top-panel-scroller ui-state-default' />\").appendTo($container),$topPanel=$(\"<div class='slick-top-panel' style='width:10000px' />\").appendTo($topPanelScroller),options.showTopPanel||$topPanelScroller.hide(),options.showHeaderRow||$headerRowScroller.hide(),($viewport=$(\"<div class='slick-viewport' style='width:100%;overflow:auto;outline:0;position:relative;;'>\").appendTo($container)).css(\"overflow-y\",options.alwaysShowVerticalScroll?\"scroll\":options.autoHeight?\"hidden\":\"auto\"),$viewport.css(\"overflow-x\",options.forceFitColumns?\"hidden\":\"auto\"),options.viewportClass&&$viewport.toggleClass(options.viewportClass,!0),$canvas=$(\"<div class='grid-canvas' />\").appendTo($viewport),scrollbarDimensions=scrollbarDimensions||measureScrollbar(),$preHeaderPanelSpacer&&$preHeaderPanelSpacer.css(\"width\",getCanvasWidth()+scrollbarDimensions.width+\"px\"),$headers.width(getHeadersWidth()),$headerRowSpacer.css(\"width\",getCanvasWidth()+scrollbarDimensions.width+\"px\"),options.createFooterRow&&($footerRowScroller=$(\"<div class='slick-footerrow ui-state-default' />\").appendTo($container),$footerRow=$(\"<div class='slick-footerrow-columns' />\").appendTo($footerRowScroller),$footerRowSpacer=$(\"<div style='display:block;height:1px;position:absolute;top:0;left:0;'></div>\").css(\"width\",getCanvasWidth()+scrollbarDimensions.width+\"px\").appendTo($footerRowScroller),options.showFooterRow||$footerRowScroller.hide()),$focusSink2=$focusSink.clone().appendTo($container),options.explicitInitialization||finishInitialization()}function finishInitialization(){initialized||(initialized=!0,viewportW=parseFloat($.css($container[0],\"width\",!0)),measureCellPaddingAndBorder(),disableSelection($headers),options.enableTextSelectionOnCells||$viewport.on(\"selectstart.ui\",function(e){return $(e.target).is(\"input,textarea\")}),updateColumnCaches(),createColumnHeaders(),setupColumnSort(),createCssRules(),resizeCanvas(),bindAncestorScrollEvents(),$container.on(\"resize.slickgrid\",resizeCanvas),$viewport.on(\"scroll\",handleScroll),$headerScroller.on(\"contextmenu\",handleHeaderContextMenu).on(\"click\",handleHeaderClick).on(\"mouseenter\",\".slick-header-column\",handleHeaderMouseEnter).on(\"mouseleave\",\".slick-header-column\",handleHeaderMouseLeave),$headerRowScroller.on(\"scroll\",handleHeaderRowScroll),options.createFooterRow&&$footerRowScroller.on(\"scroll\",handleFooterRowScroll),options.createPreHeaderPanel&&$preHeaderPanelScroller.on(\"scroll\",handlePreHeaderPanelScroll),$focusSink.add($focusSink2).on(\"keydown\",handleKeyDown),$canvas.on(\"keydown\",handleKeyDown).on(\"click\",handleClick).on(\"dblclick\",handleDblClick).on(\"contextmenu\",handleContextMenu).on(\"draginit\",handleDragInit).on(\"dragstart\",{distance:3},handleDragStart).on(\"drag\",handleDrag).on(\"dragend\",handleDragEnd).on(\"mouseenter\",\".slick-cell\",handleMouseEnter).on(\"mouseleave\",\".slick-cell\",handleMouseLeave),navigator.userAgent.toLowerCase().match(/webkit/)&&navigator.userAgent.toLowerCase().match(/macintosh/)&&$canvas.on(\"mousewheel\",handleMouseWheel),restoreCssFromHiddenInit())}function cacheCssForHiddenInit(){($hiddenParents=$container.parents().addBack().not(\":visible\")).each(function(){var e={};for(var o in cssShow)e[o]=this.style[o],this.style[o]=cssShow[o];oldProps.push(e)})}function restoreCssFromHiddenInit(){$hiddenParents.each(function(e){var o=oldProps[e];for(var t in cssShow)this.style[t]=o[t]})}function registerPlugin(e){plugins.unshift(e),e.init(self)}function unregisterPlugin(e){for(var o=plugins.length;o>=0;o--)if(plugins[o]===e){plugins[o].destroy&&plugins[o].destroy(),plugins.splice(o,1);break}}function setSelectionModel(e){selectionModel&&(selectionModel.onSelectedRangesChanged.unsubscribe(handleSelectedRangesChanged),selectionModel.destroy&&selectionModel.destroy()),(selectionModel=e)&&(selectionModel.init(self),selectionModel.onSelectedRangesChanged.subscribe(handleSelectedRangesChanged))}function getSelectionModel(){return selectionModel}function getCanvasNode(){return $canvas[0]}function measureScrollbar(){var e=$('<div class=\"'+$viewport.className+'\" style=\"position:absolute; top:-10000px; left:-10000px; overflow:auto; width:100px; height:100px;\"></div>').appendTo($viewport),o=$('<div style=\"width:200px; height:200px; overflow:auto;\"></div>').appendTo(e),t={width:e[0].offsetWidth-e[0].clientWidth,height:e[0].offsetHeight-e[0].clientHeight};return o.remove(),e.remove(),t}function getColumnTotalWidth(e){for(var o=0,t=0,l=columns.length;t<l;t++){o+=columns[t].width}return e&&(o+=scrollbarDimensions.width),o}function getHeadersWidth(){var e=getColumnTotalWidth(!options.autoHeight);return Math.max(e,viewportW)+1e3}function getCanvasWidth(){for(var e=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW,o=0,t=columns.length;t--;)o+=columns[t].width;return options.fullWidthRows?Math.max(o,e):o}function updateCanvasWidth(e){var o=canvasWidth;(canvasWidth=getCanvasWidth())!=o&&($canvas.width(canvasWidth),$headerRow.width(canvasWidth),options.createFooterRow&&$footerRow.width(canvasWidth),options.createPreHeaderPanel&&$preHeaderPanel.width(canvasWidth),$headers.width(getHeadersWidth()),viewportHasHScroll=canvasWidth>viewportW-scrollbarDimensions.width);var t=canvasWidth+(viewportHasVScroll?scrollbarDimensions.width:0);$headerRowSpacer.width(t),options.createFooterRow&&$footerRowSpacer.width(t),options.createPreHeaderPanel&&$preHeaderPanelSpacer.width(t),(canvasWidth!=o||e)&&applyColumnWidths()}function disableSelection(e){e&&e.jquery&&e.attr(\"unselectable\",\"on\").css(\"MozUserSelect\",\"none\").on(\"selectstart.ui\",function(){return!1})}function getMaxSupportedCssHeight(){for(var e=1e6,o=navigator.userAgent.toLowerCase().match(/firefox/)?6e6:1e9,t=$(\"<div style='display:none' />\").appendTo(document.body);;){var l=2*e;if(t.css(\"height\",l),l>o||t.height()!==l)break;e=l}return t.remove(),e}function getUID(){return uid}function getHeaderColumnWidthDiff(){return headerColumnWidthDiff}function getScrollbarDimensions(){return scrollbarDimensions}function bindAncestorScrollEvents(){for(var e=$canvas[0];(e=e.parentNode)!=document.body&&null!=e;)if(e==$viewport[0]||e.scrollWidth!=e.clientWidth||e.scrollHeight!=e.clientHeight){var o=$(e);$boundAncestors=$boundAncestors?$boundAncestors.add(o):o,o.on(\"scroll.\"+uid,handleActiveCellPositionChange)}}function unbindAncestorScrollEvents(){$boundAncestors&&($boundAncestors.off(\"scroll.\"+uid),$boundAncestors=null)}function updateColumnHeader(e,o,t){if(initialized){var l=getColumnIndex(e);if(null!=l){var n=columns[l],r=$headers.children().eq(l);r&&(void 0!==o&&(columns[l].name=o),void 0!==t&&(columns[l].toolTip=t),trigger(self.onBeforeHeaderCellDestroy,{node:r[0],column:n,grid:self}),r.attr(\"title\",t||\"\").children().eq(0).html(o),trigger(self.onHeaderCellRendered,{node:r[0],column:n,grid:self}))}}}function getHeader(){return $headers[0]}function getHeaderColumn(e){var o=\"number\"==typeof e?e:getColumnIndex(e),t=$headers.children().eq(o);return t&&t[0]}function getHeaderRow(){return $headerRow[0]}function getFooterRow(){return $footerRow[0]}function getPreHeaderPanel(){return $preHeaderPanel[0]}function getHeaderRowColumn(e){var o=\"number\"==typeof e?e:getColumnIndex(e),t=$headerRow.children().eq(o);return t&&t[0]}function getFooterRowColumn(e){var o=\"number\"==typeof e?e:getColumnIndex(e),t=$footerRow.children().eq(o);return t&&t[0]}function createColumnHeaders(){function e(){$(this).addClass(\"ui-state-hover\")}function o(){$(this).removeClass(\"ui-state-hover\")}$headers.find(\".slick-header-column\").each(function(){var e=$(this).data(\"column\");e&&trigger(self.onBeforeHeaderCellDestroy,{node:this,column:e,grid:self})}),$headers.empty(),$headers.width(getHeadersWidth()),$headerRow.find(\".slick-headerrow-column\").each(function(){var e=$(this).data(\"column\");e&&trigger(self.onBeforeHeaderRowCellDestroy,{node:this,column:e,grid:self})}),$headerRow.empty(),options.createFooterRow&&($footerRow.find(\".slick-footerrow-column\").each(function(){var e=$(this).data(\"column\");e&&trigger(self.onBeforeFooterRowCellDestroy,{node:this,column:e})}),$footerRow.empty());for(var t=0;t<columns.length;t++){var l=columns[t],n=$(\"<div class='ui-state-default slick-header-column' />\").html(\"<span class='slick-column-name'>\"+l.name+\"</span>\").width(l.width-headerColumnWidthDiff).attr(\"id\",\"\"+uid+l.id).attr(\"title\",l.toolTip||\"\").data(\"column\",l).addClass(l.headerCssClass||\"\").appendTo($headers);if((options.enableColumnReorder||l.sortable)&&n.on(\"mouseenter\",e).on(\"mouseleave\",o),l.sortable&&(n.addClass(\"slick-header-sortable\"),n.append(\"<span class='slick-sort-indicator\"+(options.numberedMultiColumnSort&&!options.sortColNumberInSeparateSpan?\" slick-sort-indicator-numbered\":\"\")+\"' />\"),options.numberedMultiColumnSort&&options.sortColNumberInSeparateSpan&&n.append(\"<span class='slick-sort-indicator-numbered' />\")),trigger(self.onHeaderCellRendered,{node:n[0],column:l,grid:self}),options.showHeaderRow){var r=$(\"<div class='ui-state-default slick-headerrow-column l\"+t+\" r\"+t+\"'></div>\").data(\"column\",l).appendTo($headerRow);trigger(self.onHeaderRowCellRendered,{node:r[0],column:l,grid:self})}if(options.createFooterRow&&options.showFooterRow){var i=$(\"<div class='ui-state-default slick-footerrow-column l\"+t+\" r\"+t+\"'></div>\").data(\"column\",l).appendTo($footerRow);trigger(self.onFooterRowCellRendered,{node:i[0],column:l})}}setSortColumns(sortColumns),setupColumnResize(),options.enableColumnReorder&&(\"function\"==typeof options.enableColumnReorder?options.enableColumnReorder(self,$headers,headerColumnWidthDiff,setColumns,setupColumnResize,columns,getColumnIndex,uid,trigger):setupColumnReorder())}function setupColumnSort(){$headers.click(function(e){if(!columnResizeDragging&&(e.metaKey=e.metaKey||e.ctrlKey,!$(e.target).hasClass(\"slick-resizable-handle\"))){var o=$(e.target).closest(\".slick-header-column\");if(o.length){var t=o.data(\"column\");if(t.sortable){if(!getEditorLock().commitCurrentEdit())return;for(var l=null,n=0;n<sortColumns.length;n++)if(sortColumns[n].columnId==t.id){(l=sortColumns[n]).sortAsc=!l.sortAsc;break}var r=!!l;options.tristateMultiColumnSort?(l||(l={columnId:t.id,sortAsc:t.defaultSortAsc}),r&&l.sortAsc&&(sortColumns.splice(n,1),l=null),options.multiColumnSort||(sortColumns=[]),!l||r&&options.multiColumnSort||sortColumns.push(l)):e.metaKey&&options.multiColumnSort?l&&sortColumns.splice(n,1):((e.shiftKey||e.metaKey)&&options.multiColumnSort||(sortColumns=[]),l?0==sortColumns.length&&sortColumns.push(l):(l={columnId:t.id,sortAsc:t.defaultSortAsc},sortColumns.push(l))),setSortColumns(sortColumns),options.multiColumnSort?trigger(self.onSort,{multiColumnSort:!0,sortCols:$.map(sortColumns,function(e){return{sortCol:columns[getColumnIndex(e.columnId)],sortAsc:e.sortAsc}})},e):trigger(self.onSort,{multiColumnSort:!1,sortCol:sortColumns.length>0?t:null,sortAsc:!(sortColumns.length>0)||sortColumns[0].sortAsc},e)}}}})}function setupColumnReorder(){$headers.filter(\":ui-sortable\").sortable(\"destroy\"),$headers.sortable({containment:\"parent\",distance:3,axis:\"x\",cursor:\"default\",tolerance:\"intersection\",helper:\"clone\",placeholder:\"slick-sortable-placeholder ui-state-default slick-header-column\",start:function(e,o){o.placeholder.width(o.helper.outerWidth()-headerColumnWidthDiff),$(o.helper).addClass(\"slick-header-column-active\")},beforeStop:function(e,o){$(o.helper).removeClass(\"slick-header-column-active\")},stop:function(e){if(getEditorLock().commitCurrentEdit()){for(var o=$headers.sortable(\"toArray\"),t=[],l=0;l<o.length;l++)t.push(columns[getColumnIndex(o[l].replace(uid,\"\"))]);setColumns(t),trigger(self.onColumnsReordered,{}),e.stopPropagation(),setupColumnResize()}else $(this).sortable(\"cancel\")}})}function setupColumnResize(){var e,o,t,l,n,r,i,s;(l=$headers.children()).find(\".slick-resizable-handle\").remove(),l.each(function(e,o){e>=columns.length||columns[e].resizable&&(void 0===i&&(i=e),s=e)}),void 0!==i&&l.each(function(a,c){a>=columns.length||a<i||options.forceFitColumns&&a>=s||($(c),$(\"<div class='slick-resizable-handle' />\").appendTo(c).on(\"dragstart\",function(i,s){if(!getEditorLock().commitCurrentEdit())return!1;t=i.pageX,$(this).parent().addClass(\"slick-header-column-active\");var c=null,d=null;if(l.each(function(e,o){e>=columns.length||(columns[e].previousWidth=$(o).outerWidth())}),options.forceFitColumns)for(c=0,d=0,e=a+1;e<columns.length;e++)(o=columns[e]).resizable&&(null!==d&&(o.maxWidth?d+=o.maxWidth-o.previousWidth:d=null),c+=o.previousWidth-Math.max(o.minWidth||0,absoluteColumnMinWidth));var u=0,h=0;for(e=0;e<=a;e++)(o=columns[e]).resizable&&(null!==h&&(o.maxWidth?h+=o.maxWidth-o.previousWidth:h=null),u+=o.previousWidth-Math.max(o.minWidth||0,absoluteColumnMinWidth));null===c&&(c=1e5),null===u&&(u=1e5),null===d&&(d=1e5),null===h&&(h=1e5),r=t+Math.min(c,h),n=t-Math.min(u,d)}).on(\"drag\",function(l,i){columnResizeDragging=!0;var s,c,d=Math.min(r,Math.max(n,l.pageX))-t;if(d<0){for(c=d,e=a;e>=0;e--)(o=columns[e]).resizable&&(s=Math.max(o.minWidth||0,absoluteColumnMinWidth),c&&o.previousWidth+c<s?(c+=o.previousWidth-s,o.width=s):(o.width=o.previousWidth+c,c=0));if(options.forceFitColumns)for(c=-d,e=a+1;e<columns.length;e++)(o=columns[e]).resizable&&(c&&o.maxWidth&&o.maxWidth-o.previousWidth<c?(c-=o.maxWidth-o.previousWidth,o.width=o.maxWidth):(o.width=o.previousWidth+c,c=0))}else{for(c=d,e=a;e>=0;e--)(o=columns[e]).resizable&&(c&&o.maxWidth&&o.maxWidth-o.previousWidth<c?(c-=o.maxWidth-o.previousWidth,o.width=o.maxWidth):(o.width=o.previousWidth+c,c=0));if(options.forceFitColumns)for(c=-d,e=a+1;e<columns.length;e++)(o=columns[e]).resizable&&(s=Math.max(o.minWidth||0,absoluteColumnMinWidth),c&&o.previousWidth+c<s?(c+=o.previousWidth-s,o.width=s):(o.width=o.previousWidth+c,c=0))}applyColumnHeaderWidths(),options.syncColumnCellResize&&applyColumnWidths()}).on(\"dragend\",function(t,n){var r;for($(this).parent().removeClass(\"slick-header-column-active\"),e=0;e<columns.length;e++)o=columns[e],r=$(l[e]).outerWidth(),o.previousWidth!==r&&o.rerenderOnResize&&invalidateAllRows();updateCanvasWidth(!0),render(),trigger(self.onColumnsResized,{}),setTimeout(function(){columnResizeDragging=!1},300)}))})}function getVBoxDelta(e){var o=0;return $.each([\"borderTopWidth\",\"borderBottomWidth\",\"paddingTop\",\"paddingBottom\"],function(t,l){o+=parseFloat(e.css(l))||0}),o}function measureCellPaddingAndBorder(){var e,o=[\"borderLeftWidth\",\"borderRightWidth\",\"paddingLeft\",\"paddingRight\"],t=[\"borderTopWidth\",\"borderBottomWidth\",\"paddingTop\",\"paddingBottom\"],l=$.fn.jquery.split(\".\");jQueryNewWidthBehaviour=1==l[0]&&l[1]>=8||l[0]>=2,e=$(\"<div class='ui-state-default slick-header-column' style='visibility:hidden'>-</div>\").appendTo($headers),headerColumnWidthDiff=headerColumnHeightDiff=0,\"border-box\"!=e.css(\"box-sizing\")&&\"border-box\"!=e.css(\"-moz-box-sizing\")&&\"border-box\"!=e.css(\"-webkit-box-sizing\")&&($.each(o,function(o,t){headerColumnWidthDiff+=parseFloat(e.css(t))||0}),$.each(t,function(o,t){headerColumnHeightDiff+=parseFloat(e.css(t))||0})),e.remove();var n=$(\"<div class='slick-row' />\").appendTo($canvas);e=$(\"<div class='slick-cell' id='' style='visibility:hidden'>-</div>\").appendTo(n),cellWidthDiff=cellHeightDiff=0,\"border-box\"!=e.css(\"box-sizing\")&&\"border-box\"!=e.css(\"-moz-box-sizing\")&&\"border-box\"!=e.css(\"-webkit-box-sizing\")&&($.each(o,function(o,t){cellWidthDiff+=parseFloat(e.css(t))||0}),$.each(t,function(o,t){cellHeightDiff+=parseFloat(e.css(t))||0})),n.remove(),absoluteColumnMinWidth=Math.max(headerColumnWidthDiff,cellWidthDiff)}function createCssRules(){$style=$(\"<style type='text/css' rel='stylesheet' />\").appendTo($(\"head\"));for(var e=options.rowHeight-cellHeightDiff,o=[\".\"+uid+\" .slick-header-column { left: 1000px; }\",\".\"+uid+\" .slick-top-panel { height:\"+options.topPanelHeight+\"px; }\",\".\"+uid+\" .slick-preheader-panel { height:\"+options.preHeaderPanelHeight+\"px; }\",\".\"+uid+\" .slick-headerrow-columns { height:\"+options.headerRowHeight+\"px; }\",\".\"+uid+\" .slick-footerrow-columns { height:\"+options.footerRowHeight+\"px; }\",\".\"+uid+\" .slick-cell { height:\"+e+\"px; }\",\".\"+uid+\" .slick-row { height:\"+options.rowHeight+\"px; }\"],t=0;t<columns.length;t++)o.push(\".\"+uid+\" .l\"+t+\" { }\"),o.push(\".\"+uid+\" .r\"+t+\" { }\");$style[0].styleSheet?$style[0].styleSheet.cssText=o.join(\" \"):$style[0].appendChild(document.createTextNode(o.join(\" \")))}function getColumnCssRules(e){var o;if(!stylesheet){var t=document.styleSheets;for(o=0;o<t.length;o++)if((t[o].ownerNode||t[o].owningElement)==$style[0]){stylesheet=t[o];break}if(!stylesheet)throw new Error(\"Cannot find stylesheet.\");columnCssRulesL=[],columnCssRulesR=[];var l,n,r=stylesheet.cssRules||stylesheet.rules;for(o=0;o<r.length;o++){var i=r[o].selectorText;(l=/\\.l\\d+/.exec(i))?(n=parseInt(l[0].substr(2,l[0].length-2),10),columnCssRulesL[n]=r[o]):(l=/\\.r\\d+/.exec(i))&&(n=parseInt(l[0].substr(2,l[0].length-2),10),columnCssRulesR[n]=r[o])}}return{left:columnCssRulesL[e],right:columnCssRulesR[e]}}function removeCssRules(){$style.remove(),stylesheet=null}function destroy(){getEditorLock().cancelCurrentEdit(),trigger(self.onBeforeDestroy,{});for(var e=plugins.length;e--;)unregisterPlugin(plugins[e]);options.enableColumnReorder&&$headers.filter(\":ui-sortable\").sortable(\"destroy\"),unbindAncestorScrollEvents(),$container.off(\".slickgrid\"),removeCssRules(),$canvas.off(\"draginit dragstart dragend drag\"),$container.empty().removeClass(uid)}function trigger(e,o,t){return t=t||new Slick.EventData,(o=o||{}).grid=self,e.notify(o,t,self)}function getEditorLock(){return options.editorLock}function getEditController(){return editController}function getColumnIndex(e){return columnsById[e]}function autosizeColumns(){var e,o,t,l=[],n=0,r=0,i=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW;for(e=0;e<columns.length;e++)o=columns[e],l.push(o.width),r+=o.width,o.resizable&&(n+=o.width-Math.max(o.minWidth,absoluteColumnMinWidth));for(t=r;r>i&&n;){var s=(r-i)/n;for(e=0;e<columns.length&&r>i;e++){o=columns[e];var a=l[e];if(!(!o.resizable||a<=o.minWidth||a<=absoluteColumnMinWidth)){var c=Math.max(o.minWidth,absoluteColumnMinWidth),d=Math.floor(s*(a-c))||1;r-=d=Math.min(d,a-c),n-=d,l[e]-=d}}if(t<=r)break;t=r}for(t=r;r<i;){var u=i/r;for(e=0;e<columns.length&&r<i;e++){o=columns[e];var h,p=l[e];r+=h=!o.resizable||o.maxWidth<=p?0:Math.min(Math.floor(u*p)-p,o.maxWidth-p||1e6)||1,l[e]+=r<=i?h:0}if(t>=r)break;t=r}var g=!1;for(e=0;e<columns.length;e++)columns[e].rerenderOnResize&&columns[e].width!=l[e]&&(g=!0),columns[e].width=l[e];applyColumnHeaderWidths(),updateCanvasWidth(!0),trigger(self.onAutosizeColumns,{columns:columns}),g&&(invalidateAllRows(),render())}function applyColumnHeaderWidths(){if(initialized){for(var e,o=0,t=$headers.children(),l=columns.length;o<l;o++)e=$(t[o]),jQueryNewWidthBehaviour?e.outerWidth()!==columns[o].width&&e.outerWidth(columns[o].width):e.width()!==columns[o].width-headerColumnWidthDiff&&e.width(columns[o].width-headerColumnWidthDiff);updateColumnCaches()}}function applyColumnWidths(){for(var e,o,t=0,l=0;l<columns.length;l++)e=columns[l].width,(o=getColumnCssRules(l)).left.style.left=t+\"px\",o.right.style.right=canvasWidth-t-e+\"px\",t+=columns[l].width}function setSortColumn(e,o){setSortColumns([{columnId:e,sortAsc:o}])}function setSortColumns(e){sortColumns=e;var o=options.numberedMultiColumnSort&&sortColumns.length>1,t=$headers.children();t.removeClass(\"slick-header-column-sorted\").find(\".slick-sort-indicator\").removeClass(\"slick-sort-indicator-asc slick-sort-indicator-desc\"),t.find(\".slick-sort-indicator-numbered\").text(\"\"),$.each(sortColumns,function(e,l){null==l.sortAsc&&(l.sortAsc=!0);var n=getColumnIndex(l.columnId);null!=n&&(t.eq(n).addClass(\"slick-header-column-sorted\").find(\".slick-sort-indicator\").addClass(l.sortAsc?\"slick-sort-indicator-asc\":\"slick-sort-indicator-desc\"),o&&t.eq(n).find(\".slick-sort-indicator-numbered\").text(e+1))})}function getSortColumns(){return sortColumns}function handleSelectedRangesChanged(e,o){selectedRows=[];for(var t={},l=0;l<o.length;l++)for(var n=o[l].fromRow;n<=o[l].toRow;n++){t[n]||(selectedRows.push(n),t[n]={});for(var r=o[l].fromCell;r<=o[l].toCell;r++)canCellBeSelected(n,r)&&(t[n][columns[r].id]=options.selectedCellCssClass)}setCellCssStyles(options.selectedCellCssClass,t),trigger(self.onSelectedRowsChanged,{rows:getSelectedRows()},e)}function getColumns(){return columns}function updateColumnCaches(){columnPosLeft=[],columnPosRight=[];for(var e=0,o=0,t=columns.length;o<t;o++)columnPosLeft[o]=e,columnPosRight[o]=e+columns[o].width,e+=columns[o].width}function setColumns(e){columns=e,columnsById={};for(var o=0;o<columns.length;o++){var t=columns[o]=$.extend({},columnDefaults,columns[o]);columnsById[t.id]=o,t.minWidth&&t.width<t.minWidth&&(t.width=t.minWidth),t.maxWidth&&t.width>t.maxWidth&&(t.width=t.maxWidth)}updateColumnCaches(),initialized&&(invalidateAllRows(),createColumnHeaders(),removeCssRules(),createCssRules(),resizeCanvas(),applyColumnWidths(),handleScroll())}function getOptions(){return options}function setOptions(e,o){getEditorLock().commitCurrentEdit()&&(makeActiveCellNormal(),options.enableAddRow!==e.enableAddRow&&invalidateRow(getDataLength()),options=$.extend(options,e),validateAndEnforceOptions(),$viewport.css(\"overflow-y\",options.autoHeight?\"hidden\":\"auto\"),o||render())}function validateAndEnforceOptions(){options.autoHeight&&(options.leaveSpaceForNewRows=!1)}function setData(e,o){data=e,invalidateAllRows(),updateRowCount(),o&&scrollTo(0)}function getData(){return data}function getDataLength(){return data.getLength?data.getLength():data.length}function getDataLengthIncludingAddNew(){return getDataLength()+(options.enableAddRow&&(!pagingActive||pagingIsLastPage)?1:0)}function getDataItem(e){return data.getItem?data.getItem(e):data[e]}function getTopPanel(){return $topPanel[0]}function setTopPanelVisibility(e){options.showTopPanel!=e&&(options.showTopPanel=e,e?$topPanelScroller.slideDown(\"fast\",resizeCanvas):$topPanelScroller.slideUp(\"fast\",resizeCanvas))}function setHeaderRowVisibility(e){options.showHeaderRow!=e&&(options.showHeaderRow=e,e?$headerRowScroller.slideDown(\"fast\",resizeCanvas):$headerRowScroller.slideUp(\"fast\",resizeCanvas))}function setFooterRowVisibility(e){options.showFooterRow!=e&&(options.showFooterRow=e,e?$footerRowScroller.slideDown(\"fast\",resizeCanvas):$footerRowScroller.slideUp(\"fast\",resizeCanvas))}function setPreHeaderPanelVisibility(e){options.showPreHeaderPanel!=e&&(options.showPreHeaderPanel=e,e?$preHeaderPanelScroller.slideDown(\"fast\",resizeCanvas):$preHeaderPanelScroller.slideUp(\"fast\",resizeCanvas))}function getContainerNode(){return $container.get(0)}function getRowTop(e){return options.rowHeight*e-offset}function getRowFromPosition(e){return Math.floor((e+offset)/options.rowHeight)}function scrollTo(e){e=Math.max(e,0),e=Math.min(e,th-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0));var o=offset;page=Math.min(n-1,Math.floor(e/ph));var t=e-(offset=Math.round(page*cj));offset!=o&&(cleanupRows(getVisibleRange(t)),updateRowPositions());prevScrollTop!=t&&(vScrollDir=prevScrollTop+o<t+offset?1:-1,$viewport[0].scrollTop=lastRenderedScrollTop=scrollTop=prevScrollTop=t,trigger(self.onViewportChanged,{}))}function defaultFormatter(e,o,t,l,n,r){return null==t?\"\":(t+\"\").replace(/&/g,\"&\").replace(/</g,\"<\").replace(/>/g,\">\")}function getFormatter(e,o){var t=data.getItemMetadata&&data.getItemMetadata(e),l=t&&t.columns&&(t.columns[o.id]||t.columns[getColumnIndex(o.id)]);return l&&l.formatter||t&&t.formatter||o.formatter||options.formatterFactory&&options.formatterFactory.getFormatter(o)||options.defaultFormatter}function getEditor(e,o){var t=columns[o],l=data.getItemMetadata&&data.getItemMetadata(e),n=l&&l.columns;return n&&n[t.id]&&void 0!==n[t.id].editor?n[t.id].editor:n&&n[o]&&void 0!==n[o].editor?n[o].editor:t.editor||options.editorFactory&&options.editorFactory.getEditor(t)}function getDataItemValueForColumn(e,o){return options.dataItemColumnValueExtractor?options.dataItemColumnValueExtractor(e,o):e[o.field]}function appendRowHtml(e,o,t,l){var n=getDataItem(o),r=\"slick-row\"+(o<l&&!n?\" loading\":\"\")+(o===activeRow&&options.showCellSelection?\" active\":\"\")+(o%2==1?\" odd\":\" even\");n||(r+=\" \"+options.addNewRowCssClass);var i,s,a=data.getItemMetadata&&data.getItemMetadata(o);a&&a.cssClasses&&(r+=\" \"+a.cssClasses),e.push(\"<div class='ui-widget-content \"+r+\"' style='top:\"+getRowTop(o)+\"px'>\");for(var c=0,d=columns.length;c<d;c++){if(s=columns[c],i=1,a&&a.columns){var u=a.columns[s.id]||a.columns[c];\"*\"===(i=u&&u.colspan||1)&&(i=d-c)}if(columnPosRight[Math.min(d-1,c+i-1)]>t.leftPx){if(columnPosLeft[c]>t.rightPx)break;appendCellHtml(e,o,c,i,n)}i>1&&(c+=i-1)}e.push(\"</div>\")}function appendCellHtml(e,o,t,l,n){var r=columns[t],i=\"slick-cell l\"+t+\" r\"+Math.min(columns.length-1,t+l-1)+(r.cssClass?\" \"+r.cssClass:\"\");for(var s in o===activeRow&&t===activeCell&&options.showCellSelection&&(i+=\" active\"),cellCssClasses)cellCssClasses[s][o]&&cellCssClasses[s][o][r.id]&&(i+=\" \"+cellCssClasses[s][o][r.id]);var a=null,c=\"\";n&&(a=getDataItemValueForColumn(n,r),null==(c=getFormatter(o,r)(o,t,a,r,n,self))&&(c=\"\"));var d=trigger(self.onBeforeAppendCell,{row:o,cell:t,value:a,dataContext:n})||\"\";d+=c&&c.addClasses?(d?\" \":\"\")+c.addClasses:\"\",e.push(\"<div class='\"+i+(d?\" \"+d:\"\")+\"'>\"),n&&e.push(\"[object Object]\"!==Object.prototype.toString.call(c)?c:c.text),e.push(\"</div>\"),rowsCache[o].cellRenderQueue.push(t),rowsCache[o].cellColSpans[t]=l}function cleanupRows(e){for(var o in rowsCache)(o=parseInt(o,10))!==activeRow&&(o<e.top||o>e.bottom)&&removeRowFromCache(o);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}function invalidate(){updateRowCount(),invalidateAllRows(),render()}function invalidateAllRows(){for(var e in currentEditor&&makeActiveCellNormal(),rowsCache)removeRowFromCache(e);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}function queuePostProcessedRowForCleanup(e,o,t){for(var l in postProcessgroupId++,o)o.hasOwnProperty(l)&&postProcessedCleanupQueue.push({actionType:\"C\",groupId:postProcessgroupId,node:e.cellNodesByColumnIdx[0|l],columnIdx:0|l,rowIdx:t});postProcessedCleanupQueue.push({actionType:\"R\",groupId:postProcessgroupId,node:e.rowNode}),$(e.rowNode).detach()}function queuePostProcessedCellForCleanup(e,o,t){postProcessedCleanupQueue.push({actionType:\"C\",groupId:postProcessgroupId,node:e,columnIdx:o,rowIdx:t}),$(e).detach()}function removeRowFromCache(e){var o=rowsCache[e];o&&(o.rowNode&&(rowNodeFromLastMouseWheelEvent===o.rowNode?(o.rowNode.style.display=\"none\",zombieRowNodeFromLastMouseWheelEvent=rowNodeFromLastMouseWheelEvent,zombieRowCacheFromLastMouseWheelEvent=o,zombieRowPostProcessedFromLastMouseWheelEvent=postProcessedRows[e]):options.enableAsyncPostRenderCleanup&&postProcessedRows[e]?queuePostProcessedRowForCleanup(o,postProcessedRows[e],e):$canvas[0].removeChild(o.rowNode)),delete rowsCache[e],delete postProcessedRows[e],renderedRows--,counter_rows_removed++)}function invalidateRows(e){var o,t;if(e&&e.length){for(vScrollDir=0,t=e.length,o=0;o<t;o++)currentEditor&&activeRow===e[o]&&makeActiveCellNormal(),rowsCache[e[o]]&&removeRowFromCache(e[o]);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}}function invalidateRow(e){(e||0===e)&&invalidateRows([e])}function applyFormatResultToCellNode(e,o,t){null==e&&(e=\"\"),\"[object Object]\"===Object.prototype.toString.call(e)?(o.innerHTML=e.text,e.removeClasses&&!t&&$(o).removeClass(e.removeClasses),e.addClasses&&$(o).addClass(e.addClasses)):o.innerHTML=e}function updateCell(e,o){var t=getCellNode(e,o);if(t){var l=columns[o],n=getDataItem(e);if(currentEditor&&activeRow===e&&activeCell===o)currentEditor.loadValue(n);else applyFormatResultToCellNode(n?getFormatter(e,l)(e,o,getDataItemValueForColumn(n,l),l,n,self):\"\",t),invalidatePostProcessingResults(e)}}function updateRow(e){var o=rowsCache[e];if(o){ensureCellNodesInRowsCache(e);var t=getDataItem(e);for(var l in o.cellNodesByColumnIdx)if(o.cellNodesByColumnIdx.hasOwnProperty(l)){var n=columns[l|=0],r=o.cellNodesByColumnIdx[l];e===activeRow&&l===activeCell&¤tEditor?currentEditor.loadValue(t):t?applyFormatResultToCellNode(getFormatter(e,n)(e,l,getDataItemValueForColumn(t,n),n,t,self),r):r.innerHTML=\"\"}invalidatePostProcessingResults(e)}}function getViewportHeight(){return parseFloat($.css($container[0],\"height\",!0))-parseFloat($.css($container[0],\"paddingTop\",!0))-parseFloat($.css($container[0],\"paddingBottom\",!0))-parseFloat($.css($headerScroller[0],\"height\"))-getVBoxDelta($headerScroller)-(options.showTopPanel?options.topPanelHeight+getVBoxDelta($topPanelScroller):0)-(options.showHeaderRow?options.headerRowHeight+getVBoxDelta($headerRowScroller):0)-(options.createFooterRow&&options.showFooterRow?options.footerRowHeight+getVBoxDelta($footerRowScroller):0)-(options.createPreHeaderPanel&&options.showPreHeaderPanel?options.preHeaderPanelHeight+getVBoxDelta($preHeaderPanelScroller):0)}function resizeCanvas(){initialized&&(viewportH=options.autoHeight?options.rowHeight*getDataLengthIncludingAddNew():getViewportHeight(),numVisibleRows=Math.ceil(viewportH/options.rowHeight),viewportW=parseFloat($.css($container[0],\"width\",!0)),options.autoHeight||$viewport.height(viewportH),scrollbarDimensions&&scrollbarDimensions.width||(scrollbarDimensions=measureScrollbar()),options.forceFitColumns&&autosizeColumns(),updateRowCount(),handleScroll(),lastRenderedScrollLeft=-1,render())}function updatePagingStatusFromView(e){pagingActive=0!==e.pageSize,pagingIsLastPage=e.pageNum==e.totalPages-1}function updateRowCount(){if(initialized){var e=getDataLength(),o=getDataLengthIncludingAddNew()+(options.leaveSpaceForNewRows?numVisibleRows-1:0),t=viewportHasVScroll;viewportHasVScroll=options.alwaysShowVerticalScroll||!options.autoHeight&&o*options.rowHeight>viewportH,viewportHasHScroll=canvasWidth>viewportW-scrollbarDimensions.width,makeActiveCellNormal();var l=e-1;for(var r in rowsCache)r>l&&removeRowFromCache(r);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup(),activeCellNode&&activeRow>l&&resetActiveCell();var i=h;(th=Math.max(options.rowHeight*o,viewportH-scrollbarDimensions.height))<maxSupportedCssHeight?(h=ph=th,n=1,cj=0):(ph=(h=maxSupportedCssHeight)/100,n=Math.floor(th/ph),cj=(th-h)/(n-1)),h!==i&&($canvas.css(\"height\",h),scrollTop=$viewport[0].scrollTop);var s=scrollTop+offset<=th-viewportH;0==th||0==scrollTop?page=offset=0:scrollTo(s?scrollTop+offset:th-viewportH),h!=i&&options.autoHeight&&resizeCanvas(),options.forceFitColumns&&t!=viewportHasVScroll&&autosizeColumns(),updateCanvasWidth(!1)}}function getVisibleRange(e,o){return null==e&&(e=scrollTop),null==o&&(o=scrollLeft),{top:getRowFromPosition(e),bottom:getRowFromPosition(e+viewportH)+1,leftPx:o,rightPx:o+viewportW}}function getRenderedRange(e,o){var t=getVisibleRange(e,o),l=Math.round(viewportH/options.rowHeight),n=options.minRowBuffer;return-1==vScrollDir?(t.top-=l,t.bottom+=n):1==vScrollDir?(t.top-=n,t.bottom+=l):(t.top-=n,t.bottom+=n),t.top=Math.max(0,t.top),t.bottom=Math.min(getDataLengthIncludingAddNew()-1,t.bottom),t.leftPx-=viewportW,t.rightPx+=viewportW,t.leftPx=Math.max(0,t.leftPx),t.rightPx=Math.min(canvasWidth,t.rightPx),t}function ensureCellNodesInRowsCache(e){var o=rowsCache[e];if(o&&o.cellRenderQueue.length)for(var t=o.rowNode.lastChild;o.cellRenderQueue.length;){var l=o.cellRenderQueue.pop();o.cellNodesByColumnIdx[l]=t,t=t.previousSibling}}function cleanUpCells(e,o){var t,l,n=rowsCache[o],r=[];for(var i in n.cellNodesByColumnIdx)if(n.cellNodesByColumnIdx.hasOwnProperty(i)){i|=0;var s=n.cellColSpans[i];(columnPosLeft[i]>e.rightPx||columnPosRight[Math.min(columns.length-1,i+s-1)]<e.leftPx)&&(o==activeRow&&i==activeCell||r.push(i))}for(postProcessgroupId++;null!=(t=r.pop());)l=n.cellNodesByColumnIdx[t],options.enableAsyncPostRenderCleanup&&postProcessedRows[o]&&postProcessedRows[o][t]?queuePostProcessedCellForCleanup(l,t,o):n.rowNode.removeChild(l),delete n.cellColSpans[t],delete n.cellNodesByColumnIdx[t],postProcessedRows[o]&&delete postProcessedRows[o][t],0}function cleanUpAndRenderCells(e){for(var o,t,l,n=[],r=[],i=e.top,s=e.bottom;i<=s;i++)if(o=rowsCache[i]){ensureCellNodesInRowsCache(i),cleanUpCells(e,i),t=0;var a=data.getItemMetadata&&data.getItemMetadata(i);a=a&&a.columns;for(var c=getDataItem(i),d=0,u=columns.length;d<u&&!(columnPosLeft[d]>e.rightPx);d++)if(null==(l=o.cellColSpans[d])){if(l=1,a){var h=a[columns[d].id]||a[d];\"*\"===(l=h&&h.colspan||1)&&(l=u-d)}columnPosRight[Math.min(u-1,d+l-1)]>e.leftPx&&(appendCellHtml(n,i,d,l,c),t++),d+=l>1?l-1:0}else d+=l>1?l-1:0;t&&(t,r.push(i))}if(n.length){var p,g,m=document.createElement(\"div\");for(m.innerHTML=n.join(\"\");null!=(p=r.pop());){var v;for(o=rowsCache[p];null!=(v=o.cellRenderQueue.pop());)g=m.lastChild,o.rowNode.appendChild(g),o.cellNodesByColumnIdx[v]=g}}}function renderRows(e){for(var o=$canvas[0],t=[],l=[],n=!1,r=getDataLength(),i=e.top,s=e.bottom;i<=s;i++)rowsCache[i]||(renderedRows++,l.push(i),rowsCache[i]={rowNode:null,cellColSpans:[],cellNodesByColumnIdx:[],cellRenderQueue:[]},appendRowHtml(t,i,e,r),activeCellNode&&activeRow===i&&(n=!0),counter_rows_rendered++);if(l.length){var a=document.createElement(\"div\");a.innerHTML=t.join(\"\");for(i=0,s=l.length;i<s;i++)rowsCache[l[i]].rowNode=o.appendChild(a.firstChild);n&&(activeCellNode=getCellNode(activeRow,activeCell))}}function startPostProcessing(){options.enableAsyncPostRender&&(clearTimeout(h_postrender),h_postrender=setTimeout(asyncPostProcessRows,options.asyncPostRenderDelay))}function startPostProcessingCleanup(){options.enableAsyncPostRenderCleanup&&(clearTimeout(h_postrenderCleanup),h_postrenderCleanup=setTimeout(asyncPostProcessCleanupRows,options.asyncPostRenderCleanupDelay))}function invalidatePostProcessingResults(e){for(var o in postProcessedRows[e])postProcessedRows[e].hasOwnProperty(o)&&(postProcessedRows[e][o]=\"C\");postProcessFromRow=Math.min(postProcessFromRow,e),postProcessToRow=Math.max(postProcessToRow,e),startPostProcessing()}function updateRowPositions(){for(var e in rowsCache)rowsCache[e].rowNode.style.top=getRowTop(e)+\"px\"}function render(){if(initialized){scrollThrottle.dequeue();var e=getVisibleRange(),o=getRenderedRange();cleanupRows(o),lastRenderedScrollLeft!=scrollLeft&&cleanUpAndRenderCells(o),renderRows(o),postProcessFromRow=e.top,postProcessToRow=Math.min(getDataLengthIncludingAddNew()-1,e.bottom),startPostProcessing(),lastRenderedScrollTop=scrollTop,lastRenderedScrollLeft=scrollLeft,h_render=null,trigger(self.onRendered,{startRow:e.top,endRow:e.bottom,grid:self})}}function handleHeaderScroll(){handleElementScroll($headerScroller[0])}function handleHeaderRowScroll(){handleElementScroll($headerRowScroller[0])}function handleFooterRowScroll(){handleElementScroll($footerRowScroller[0])}function handlePreHeaderPanelScroll(){handleElementScroll($preHeaderPanelScroller[0])}function handleElementScroll(e){var o=e.scrollLeft;o!=$viewport[0].scrollLeft&&($viewport[0].scrollLeft=o)}function handleScroll(){scrollTop=$viewport[0].scrollTop,scrollLeft=$viewport[0].scrollLeft;var e=Math.abs(scrollTop-prevScrollTop),o=Math.abs(scrollLeft-prevScrollLeft);if(o&&(prevScrollLeft=scrollLeft,$headerScroller[0].scrollLeft=scrollLeft,$topPanelScroller[0].scrollLeft=scrollLeft,$headerRowScroller[0].scrollLeft=scrollLeft,options.createFooterRow&&($footerRowScroller[0].scrollLeft=scrollLeft),options.createPreHeaderPanel&&($preHeaderPanelScroller[0].scrollLeft=scrollLeft)),e)if(vScrollDir=prevScrollTop<scrollTop?1:-1,prevScrollTop=scrollTop,e<viewportH)scrollTo(scrollTop+offset);else{var t=offset;page=h==viewportH?0:Math.min(n-1,Math.floor(scrollTop*((th-viewportH)/(h-viewportH))*(1/ph))),t!=(offset=Math.round(page*cj))&&invalidateAllRows()}if(o||e){var l=Math.abs(lastRenderedScrollLeft-scrollLeft),r=Math.abs(lastRenderedScrollTop-scrollTop);(l>20||r>20)&&(options.forceSyncScrolling||r<viewportH&&l<viewportW?render():scrollThrottle.enqueue(),trigger(self.onViewportChanged,{}))}trigger(self.onScroll,{scrollLeft:scrollLeft,scrollTop:scrollTop})}function ActionThrottle(e,o){var t=!1,l=!1;function n(){l=!1}function r(){t=!0,setTimeout(i,o),e()}function i(){l?(n(),r()):t=!1}return{enqueue:function(){t?l=!0:r()},dequeue:n}}function asyncPostProcessRows(){for(var e=getDataLength();postProcessFromRow<=postProcessToRow;){var o=vScrollDir>=0?postProcessFromRow++:postProcessToRow--,t=rowsCache[o];if(t&&!(o>=e)){for(var l in postProcessedRows[o]||(postProcessedRows[o]={}),ensureCellNodesInRowsCache(o),t.cellNodesByColumnIdx)if(t.cellNodesByColumnIdx.hasOwnProperty(l)){var n=columns[l|=0],r=postProcessedRows[o][l];if(n.asyncPostRender&&\"R\"!==r){var i=t.cellNodesByColumnIdx[l];i&&n.asyncPostRender(i,o,getDataItem(o),n,\"C\"===r),postProcessedRows[o][l]=\"R\"}}return void(h_postrender=setTimeout(asyncPostProcessRows,options.asyncPostRenderDelay))}}}function asyncPostProcessCleanupRows(){if(postProcessedCleanupQueue.length>0){for(var e=postProcessedCleanupQueue[0].groupId;postProcessedCleanupQueue.length>0&&postProcessedCleanupQueue[0].groupId==e;){var o=postProcessedCleanupQueue.shift();if(\"R\"==o.actionType&&$(o.node).remove(),\"C\"==o.actionType){var t=columns[o.columnIdx];t.asyncPostRenderCleanup&&o.node&&t.asyncPostRenderCleanup(o.node,o.rowIdx,t)}}h_postrenderCleanup=setTimeout(asyncPostProcessCleanupRows,options.asyncPostRenderCleanupDelay)}}function updateCellCssStylesOnRenderedRows(e,o){var t,l,n,r;for(var i in rowsCache){if(r=o&&o[i],n=e&&e[i],r)for(l in r)n&&r[l]==n[l]||(t=getCellNode(i,getColumnIndex(l)))&&$(t).removeClass(r[l]);if(n)for(l in n)r&&r[l]==n[l]||(t=getCellNode(i,getColumnIndex(l)))&&$(t).addClass(n[l])}}function addCellCssStyles(e,o){if(cellCssClasses[e])throw new Error(\"addCellCssStyles: cell CSS hash with key '\"+e+\"' already exists.\");cellCssClasses[e]=o,updateCellCssStylesOnRenderedRows(o,null),trigger(self.onCellCssStylesChanged,{key:e,hash:o,grid:self})}function removeCellCssStyles(e){cellCssClasses[e]&&(updateCellCssStylesOnRenderedRows(null,cellCssClasses[e]),delete cellCssClasses[e],trigger(self.onCellCssStylesChanged,{key:e,hash:null,grid:self}))}function setCellCssStyles(e,o){var t=cellCssClasses[e];cellCssClasses[e]=o,updateCellCssStylesOnRenderedRows(o,t),trigger(self.onCellCssStylesChanged,{key:e,hash:o,grid:self})}function getCellCssStyles(e){return cellCssClasses[e]}function flashCell(e,o,t){if(t=t||100,rowsCache[e]){var l=$(getCellNode(e,o)),n=function(e){e&&setTimeout(function(){l.queue(function(){l.toggleClass(options.cellFlashingCssClass).dequeue(),n(e-1)})},t)};n(4)}}function handleMouseWheel(e){var o=$(e.target).closest(\".slick-row\")[0];o!=rowNodeFromLastMouseWheelEvent&&(zombieRowNodeFromLastMouseWheelEvent&&zombieRowNodeFromLastMouseWheelEvent!=o&&(options.enableAsyncPostRenderCleanup&&zombieRowPostProcessedFromLastMouseWheelEvent?queuePostProcessedRowForCleanup(zombieRowCacheFromLastMouseWheelEvent,zombieRowPostProcessedFromLastMouseWheelEvent):$canvas[0].removeChild(zombieRowNodeFromLastMouseWheelEvent),zombieRowNodeFromLastMouseWheelEvent=null,zombieRowCacheFromLastMouseWheelEvent=null,zombieRowPostProcessedFromLastMouseWheelEvent=null,options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()),rowNodeFromLastMouseWheelEvent=o)}function handleDragInit(e,o){var t=getCellFromEvent(e);if(!t||!cellExists(t.row,t.cell))return!1;var l=trigger(self.onDragInit,o,e);return!!e.isImmediatePropagationStopped()&&l}function handleDragStart(e,o){var t=getCellFromEvent(e);if(!t||!cellExists(t.row,t.cell))return!1;var l=trigger(self.onDragStart,o,e);return!!e.isImmediatePropagationStopped()&&l}function handleDrag(e,o){return trigger(self.onDrag,o,e)}function handleDragEnd(e,o){trigger(self.onDragEnd,o,e)}function handleKeyDown(e){trigger(self.onKeyDown,{row:activeRow,cell:activeCell},e);var o=e.isImmediatePropagationStopped(),t=Slick.keyCode;if(!o&&!e.shiftKey&&!e.altKey){if(options.editable&¤tEditor&¤tEditor.keyCaptureList&¤tEditor.keyCaptureList.indexOf(e.which)>-1)return;e.which==t.HOME?o=e.ctrlKey?navigateTop():navigateRowStart():e.which==t.END&&(o=e.ctrlKey?navigateBottom():navigateRowEnd())}if(!o)if(e.shiftKey||e.altKey||e.ctrlKey)e.which!=t.TAB||!e.shiftKey||e.ctrlKey||e.altKey||(o=navigatePrev());else{if(options.editable&¤tEditor&¤tEditor.keyCaptureList&¤tEditor.keyCaptureList.indexOf(e.which)>-1)return;if(e.which==t.ESCAPE){if(!getEditorLock().isActive())return;cancelEditAndSetFocus()}else e.which==t.PAGE_DOWN?(navigatePageDown(),o=!0):e.which==t.PAGE_UP?(navigatePageUp(),o=!0):e.which==t.LEFT?o=navigateLeft():e.which==t.RIGHT?o=navigateRight():e.which==t.UP?o=navigateUp():e.which==t.DOWN?o=navigateDown():e.which==t.TAB?o=navigateNext():e.which==t.ENTER&&(options.editable&&(currentEditor?activeRow===getDataLength()?navigateDown():commitEditAndSetFocus():getEditorLock().commitCurrentEdit()&&makeActiveCellEditable(void 0,void 0,e)),o=!0)}if(o){e.stopPropagation(),e.preventDefault();try{e.originalEvent.keyCode=0}catch(e){}}}function handleClick(e){currentEditor||(e.target!=document.activeElement||$(e.target).hasClass(\"slick-cell\"))&&setFocus();var o=getCellFromEvent(e);if(o&&(null===currentEditor||activeRow!=o.row||activeCell!=o.cell)&&(trigger(self.onClick,{row:o.row,cell:o.cell},e),!e.isImmediatePropagationStopped()&&canCellBeActive(o.row,o.cell)&&(!getEditorLock().isActive()||getEditorLock().commitCurrentEdit()))){scrollRowIntoView(o.row,!1);var t=e.target&&e.target.className===Slick.preClickClassName,l=columns[o.cell],n=!!(options.editable&&l&&l.editor&&options.suppressActiveCellChangeOnEdit);setActiveCellInternal(getCellNode(o.row,o.cell),null,t,n,e)}}function handleContextMenu(e){var o=$(e.target).closest(\".slick-cell\",$canvas);0!==o.length&&(activeCellNode===o[0]&&null!==currentEditor||trigger(self.onContextMenu,{},e))}function handleDblClick(e){var o=getCellFromEvent(e);!o||null!==currentEditor&&activeRow==o.row&&activeCell==o.cell||(trigger(self.onDblClick,{row:o.row,cell:o.cell},e),e.isImmediatePropagationStopped()||options.editable&&gotoCell(o.row,o.cell,!0,e))}function handleHeaderMouseEnter(e){trigger(self.onHeaderMouseEnter,{column:$(this).data(\"column\"),grid:self},e)}function handleHeaderMouseLeave(e){trigger(self.onHeaderMouseLeave,{column:$(this).data(\"column\"),grid:self},e)}function handleHeaderContextMenu(e){var o=$(e.target).closest(\".slick-header-column\",\".slick-header-columns\"),t=o&&o.data(\"column\");trigger(self.onHeaderContextMenu,{column:t},e)}function handleHeaderClick(e){if(!columnResizeDragging){var o=$(e.target).closest(\".slick-header-column\",\".slick-header-columns\"),t=o&&o.data(\"column\");t&&trigger(self.onHeaderClick,{column:t},e)}}function handleMouseEnter(e){trigger(self.onMouseEnter,{},e)}function handleMouseLeave(e){trigger(self.onMouseLeave,{},e)}function cellExists(e,o){return!(e<0||e>=getDataLength()||o<0||o>=columns.length)}function getCellFromPoint(e,o){for(var t=getRowFromPosition(o),l=0,n=0,r=0;r<columns.length&&n<e;r++)n+=columns[r].width,l++;return l<0&&(l=0),{row:t,cell:l-1}}function getCellFromNode(e){var o=/l\\d+/.exec(e.className);if(!o)throw new Error(\"getCellFromNode: cannot get cell - \"+e.className);return parseInt(o[0].substr(1,o[0].length-1),10)}function getRowFromNode(e){for(var o in rowsCache)if(rowsCache[o].rowNode===e)return 0|o;return null}function getCellFromEvent(e){var o=$(e.target).closest(\".slick-cell\",$canvas);if(!o.length)return null;var t=getRowFromNode(o[0].parentNode),l=getCellFromNode(o[0]);return null==t||null==l?null:{row:t,cell:l}}function getCellNodeBox(e,o){if(!cellExists(e,o))return null;for(var t=getRowTop(e),l=t+options.rowHeight-1,n=0,r=0;r<o;r++)n+=columns[r].width;return{top:t,left:n,bottom:l,right:n+columns[o].width}}function resetActiveCell(){setActiveCellInternal(null,!1)}function setFocus(){-1==tabbingDirection?$focusSink[0].focus():$focusSink2[0].focus()}function scrollCellIntoView(e,o,t){scrollRowIntoView(e,t);var l=getColspan(e,o);internalScrollColumnIntoView(columnPosLeft[o],columnPosRight[o+(l>1?l-1:0)])}function internalScrollColumnIntoView(e,o){var t=scrollLeft+viewportW;e<scrollLeft?($viewport.scrollLeft(e),handleScroll(),render()):o>t&&($viewport.scrollLeft(Math.min(e,o-$viewport[0].clientWidth)),handleScroll(),render())}function scrollColumnIntoView(e){internalScrollColumnIntoView(columnPosLeft[e],columnPosRight[e])}function setActiveCellInternal(e,o,t,l,n){null!==activeCellNode&&(makeActiveCellNormal(),$(activeCellNode).removeClass(\"active\"),rowsCache[activeRow]&&$(rowsCache[activeRow].rowNode).removeClass(\"active\"));null!=(activeCellNode=e)?(activeRow=getRowFromNode(activeCellNode.parentNode),activeCell=activePosX=getCellFromNode(activeCellNode),null==o&&(o=activeRow==getDataLength()||options.autoEdit),options.showCellSelection&&($(activeCellNode).addClass(\"active\"),$(rowsCache[activeRow].rowNode).addClass(\"active\")),options.editable&&o&&isCellPotentiallyEditable(activeRow,activeCell)&&(clearTimeout(h_editorLoader),options.asyncEditorLoading?h_editorLoader=setTimeout(function(){makeActiveCellEditable(void 0,t,n)},options.asyncEditorLoadDelay):makeActiveCellEditable(void 0,t,n))):activeRow=activeCell=null,l||trigger(self.onActiveCellChanged,getActiveCell())}function clearTextSelection(){if(document.selection&&document.selection.empty)try{document.selection.empty()}catch(e){}else if(window.getSelection){var e=window.getSelection();e&&e.removeAllRanges&&e.removeAllRanges()}}function isCellPotentiallyEditable(e,o){var t=getDataLength();return!(e<t&&!getDataItem(e))&&(!(columns[o].cannotTriggerInsert&&e>=t)&&!!getEditor(e,o))}function makeActiveCellNormal(){if(currentEditor){if(trigger(self.onBeforeCellEditorDestroy,{editor:currentEditor}),currentEditor.destroy(),currentEditor=null,activeCellNode){var e=getDataItem(activeRow);if($(activeCellNode).removeClass(\"editable invalid\"),e){var o=columns[activeCell];applyFormatResultToCellNode(getFormatter(activeRow,o)(activeRow,activeCell,getDataItemValueForColumn(e,o),o,e,self),activeCellNode),invalidatePostProcessingResults(activeRow)}}navigator.userAgent.toLowerCase().match(/msie/)&&clearTextSelection(),getEditorLock().deactivate(editController)}}function makeActiveCellEditable(e,o,t){if(activeCellNode){if(!options.editable)throw new Error(\"Grid : makeActiveCellEditable : should never get called when options.editable is false\");if(clearTimeout(h_editorLoader),isCellPotentiallyEditable(activeRow,activeCell)){var l=columns[activeCell],n=getDataItem(activeRow);if(!1!==trigger(self.onBeforeEditCell,{row:activeRow,cell:activeCell,item:n,column:l})){getEditorLock().activate(editController),$(activeCellNode).addClass(\"editable\");var r=e||getEditor(activeRow,activeCell);e||r.suppressClearOnEdit||(activeCellNode.innerHTML=\"\"),currentEditor=new r({grid:self,gridPosition:absBox($container[0]),position:absBox(activeCellNode),container:activeCellNode,column:l,item:n||{},event:t,commitChanges:commitEditAndSetFocus,cancelChanges:cancelEditAndSetFocus}),n&&(currentEditor.loadValue(n),o&¤tEditor.preClick&¤tEditor.preClick()),serializedEditorValue=currentEditor.serializeValue(),currentEditor.position&&handleActiveCellPositionChange()}else setFocus()}}}function commitEditAndSetFocus(){getEditorLock().commitCurrentEdit()&&(setFocus(),options.autoEdit&&navigateDown())}function cancelEditAndSetFocus(){getEditorLock().cancelCurrentEdit()&&setFocus()}function absBox(e){var o={top:e.offsetTop,left:e.offsetLeft,bottom:0,right:0,width:$(e).outerWidth(),height:$(e).outerHeight(),visible:!0};o.bottom=o.top+o.height,o.right=o.left+o.width;for(var t=e.offsetParent;(e=e.parentNode)!=document.body&&null!=e;)o.visible&&e.scrollHeight!=e.offsetHeight&&\"visible\"!=$(e).css(\"overflowY\")&&(o.visible=o.bottom>e.scrollTop&&o.top<e.scrollTop+e.clientHeight),o.visible&&e.scrollWidth!=e.offsetWidth&&\"visible\"!=$(e).css(\"overflowX\")&&(o.visible=o.right>e.scrollLeft&&o.left<e.scrollLeft+e.clientWidth),o.left-=e.scrollLeft,o.top-=e.scrollTop,e===t&&(o.left+=e.offsetLeft,o.top+=e.offsetTop,t=e.offsetParent),o.bottom=o.top+o.height,o.right=o.left+o.width;return o}function getActiveCellPosition(){return absBox(activeCellNode)}function getGridPosition(){return absBox($container[0])}function handleActiveCellPositionChange(){if(activeCellNode&&(trigger(self.onActiveCellPositionChanged,{}),currentEditor)){var e=getActiveCellPosition();currentEditor.show&¤tEditor.hide&&(e.visible?currentEditor.show():currentEditor.hide()),currentEditor.position&¤tEditor.position(e)}}function getCellEditor(){return currentEditor}function getActiveCell(){return activeCellNode?{row:activeRow,cell:activeCell}:null}function getActiveCellNode(){return activeCellNode}function scrollRowIntoView(e,o){var t=e*options.rowHeight,l=(e+1)*options.rowHeight-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0);(e+1)*options.rowHeight>scrollTop+viewportH+offset?(scrollTo(o?t:l),render()):e*options.rowHeight<scrollTop+offset&&(scrollTo(o?l:t),render())}function scrollRowToTop(e){scrollTo(e*options.rowHeight),render()}function scrollPage(e){var o=e*numVisibleRows;if(scrollTo((getRowFromPosition(scrollTop)+o)*options.rowHeight),render(),options.enableCellNavigation&&null!=activeRow){var t=activeRow+o,l=getDataLengthIncludingAddNew();t>=l&&(t=l-1),t<0&&(t=0);for(var n=0,r=null,i=activePosX;n<=activePosX;)canCellBeActive(t,n)&&(r=n),n+=getColspan(t,n);null!==r?(setActiveCellInternal(getCellNode(t,r)),activePosX=i):resetActiveCell()}}function navigatePageDown(){scrollPage(1)}function navigatePageUp(){scrollPage(-1)}function navigateTop(){navigateToRow(0)}function navigateBottom(){navigateToRow(getDataLength()-1)}function navigateToRow(e){var o=getDataLength();if(!o)return!0;if(e<0?e=0:e>=o&&(e=o-1),scrollCellIntoView(e,0,!0),options.enableCellNavigation&&null!=activeRow){for(var t=0,l=null,n=activePosX;t<=activePosX;)canCellBeActive(e,t)&&(l=t),t+=getColspan(e,t);null!==l?(setActiveCellInternal(getCellNode(e,l)),activePosX=n):resetActiveCell()}return!0}function getColspan(e,o){var t=data.getItemMetadata&&data.getItemMetadata(e);if(!t||!t.columns)return 1;var l=t.columns[columns[o].id]||t.columns[o],n=l&&l.colspan;return n=\"*\"===n?columns.length-o:n||1}function findFirstFocusableCell(e){for(var o=0;o<columns.length;){if(canCellBeActive(e,o))return o;o+=getColspan(e,o)}return null}function findLastFocusableCell(e){for(var o=0,t=null;o<columns.length;)canCellBeActive(e,o)&&(t=o),o+=getColspan(e,o);return t}function gotoRight(e,o,t){if(o>=columns.length)return null;do{o+=getColspan(e,o)}while(o<columns.length&&!canCellBeActive(e,o));return o<columns.length?{row:e,cell:o,posX:o}:null}function gotoLeft(e,o,t){if(o<=0)return null;var l=findFirstFocusableCell(e);if(null===l||l>=o)return null;for(var n,r={row:e,cell:l,posX:l};;){if(!(n=gotoRight(r.row,r.cell,r.posX)))return null;if(n.cell>=o)return r;r=n}}function gotoDown(e,o,t){for(var l,n=getDataLengthIncludingAddNew();;){if(++e>=n)return null;for(l=o=0;o<=t;)l=o,o+=getColspan(e,o);if(canCellBeActive(e,l))return{row:e,cell:l,posX:t}}}function gotoUp(e,o,t){for(var l;;){if(--e<0)return null;for(l=o=0;o<=t;)l=o,o+=getColspan(e,o);if(canCellBeActive(e,l))return{row:e,cell:l,posX:t}}}function gotoNext(e,o,t){if(null==e&&null==o&&canCellBeActive(e=o=t=0,o))return{row:e,cell:o,posX:o};var l=gotoRight(e,o,t);if(l)return l;var n=null,r=getDataLengthIncludingAddNew();for(e===r-1&&e--;++e<r;)if(null!==(n=findFirstFocusableCell(e)))return{row:e,cell:n,posX:n};return null}function gotoPrev(e,o,t){if(null==e&&null==o&&canCellBeActive(e=getDataLengthIncludingAddNew()-1,o=t=columns.length-1))return{row:e,cell:o,posX:o};for(var l,n;!l&&!(l=gotoLeft(e,o,t));){if(--e<0)return null;o=0,null!==(n=findLastFocusableCell(e))&&(l={row:e,cell:n,posX:n})}return l}function gotoRowStart(e,o,t){var l=findFirstFocusableCell(e);return null===l?null:{row:e,cell:l,posX:l}}function gotoRowEnd(e,o,t){var l=findLastFocusableCell(e);return null===l?null:{row:e,cell:l,posX:l}}function navigateRight(){return navigate(\"right\")}function navigateLeft(){return navigate(\"left\")}function navigateDown(){return navigate(\"down\")}function navigateUp(){return navigate(\"up\")}function navigateNext(){return navigate(\"next\")}function navigatePrev(){return navigate(\"prev\")}function navigateRowStart(){return navigate(\"home\")}function navigateRowEnd(){return navigate(\"end\")}function navigate(e){if(!options.enableCellNavigation)return!1;if(!activeCellNode&&\"prev\"!=e&&\"next\"!=e)return!1;if(!getEditorLock().commitCurrentEdit())return!0;setFocus();tabbingDirection={up:-1,down:1,left:-1,right:1,prev:-1,next:1,home:-1,end:1}[e];var o=(0,{up:gotoUp,down:gotoDown,left:gotoLeft,right:gotoRight,prev:gotoPrev,next:gotoNext,home:gotoRowStart,end:gotoRowEnd}[e])(activeRow,activeCell,activePosX);if(o){var t=o.row==getDataLength();return scrollCellIntoView(o.row,o.cell,!t&&options.emulatePagingWhenScrolling),setActiveCellInternal(getCellNode(o.row,o.cell)),activePosX=o.posX,!0}return setActiveCellInternal(getCellNode(activeRow,activeCell)),!1}function getCellNode(e,o){return rowsCache[e]?(ensureCellNodesInRowsCache(e),rowsCache[e].cellNodesByColumnIdx[o]):null}function setActiveCell(e,o,t,l,n){initialized&&(e>getDataLength()||e<0||o>=columns.length||o<0||options.enableCellNavigation&&(scrollCellIntoView(e,o,!1),setActiveCellInternal(getCellNode(e,o),t,l,n)))}function canCellBeActive(e,o){if(!options.enableCellNavigation||e>=getDataLengthIncludingAddNew()||e<0||o>=columns.length||o<0)return!1;var t=data.getItemMetadata&&data.getItemMetadata(e);if(t&&void 0!==t.focusable)return!!t.focusable;var l=t&&t.columns;return l&&l[columns[o].id]&&void 0!==l[columns[o].id].focusable?!!l[columns[o].id].focusable:l&&l[o]&&void 0!==l[o].focusable?!!l[o].focusable:!!columns[o].focusable}function canCellBeSelected(e,o){if(e>=getDataLength()||e<0||o>=columns.length||o<0)return!1;var t=data.getItemMetadata&&data.getItemMetadata(e);if(t&&void 0!==t.selectable)return!!t.selectable;var l=t&&t.columns&&(t.columns[columns[o].id]||t.columns[o]);return l&&void 0!==l.selectable?!!l.selectable:!!columns[o].selectable}function gotoCell(e,o,t,l){initialized&&(canCellBeActive(e,o)&&getEditorLock().commitCurrentEdit()&&(scrollCellIntoView(e,o,!1),setActiveCellInternal(getCellNode(e,o),t||e===getDataLength()||options.autoEdit,null,options.editable,l),currentEditor||setFocus()))}function commitCurrentEdit(){var e=getDataItem(activeRow),o=columns[activeCell];if(currentEditor){if(currentEditor.isValueChanged()){var t=currentEditor.validate();if(t.valid){if(activeRow<getDataLength()){var l={row:activeRow,cell:activeCell,editor:currentEditor,serializedValue:currentEditor.serializeValue(),prevSerializedValue:serializedEditorValue,execute:function(){this.editor.applyValue(e,this.serializedValue),updateRow(this.row),trigger(self.onCellChange,{row:this.row,cell:this.cell,item:e})},undo:function(){this.editor.applyValue(e,this.prevSerializedValue),updateRow(this.row),trigger(self.onCellChange,{row:this.row,cell:this.cell,item:e})}};options.editCommandHandler?(makeActiveCellNormal(),options.editCommandHandler(e,o,l)):(l.execute(),makeActiveCellNormal())}else{var n={};currentEditor.applyValue(n,currentEditor.serializeValue()),makeActiveCellNormal(),trigger(self.onAddNewRow,{item:n,column:o})}return!getEditorLock().isActive()}return $(activeCellNode).removeClass(\"invalid\"),$(activeCellNode).width(),$(activeCellNode).addClass(\"invalid\"),trigger(self.onValidationError,{editor:currentEditor,cellNode:activeCellNode,validationResults:t,row:activeRow,cell:activeCell,column:o}),currentEditor.focus(),!1}makeActiveCellNormal()}return!0}function cancelCurrentEdit(){return makeActiveCellNormal(),!0}function rowsToRanges(e){for(var o=[],t=columns.length-1,l=0;l<e.length;l++)o.push(new Slick.Range(e[l],0,e[l],t));return o}function getSelectedRows(){if(!selectionModel)throw new Error(\"Selection model is not set\");return selectedRows}function setSelectedRows(e){if(!selectionModel)throw new Error(\"Selection model is not set\");self&&self.getEditorLock&&!self.getEditorLock().isActive()&&selectionModel.setSelectedRanges(rowsToRanges(e))}this.debug=function(){var e=\"\";e+=\"\\ncounter_rows_rendered: \"+counter_rows_rendered,e+=\"\\ncounter_rows_removed: \"+counter_rows_removed,e+=\"\\nrenderedRows: \"+renderedRows,e+=\"\\nnumVisibleRows: \"+numVisibleRows,e+=\"\\nmaxSupportedCssHeight: \"+maxSupportedCssHeight,e+=\"\\nn(umber of pages): \"+n,e+=\"\\n(current) page: \"+page,e+=\"\\npage height (ph): \"+ph,e+=\"\\nvScrollDir: \"+vScrollDir,alert(e)},this.eval=function(expr){return eval(expr)},$.extend(this,{slickGridVersion:\"2.3.23\",onScroll:new Slick.Event,onSort:new Slick.Event,onHeaderMouseEnter:new Slick.Event,onHeaderMouseLeave:new Slick.Event,onHeaderContextMenu:new Slick.Event,onHeaderClick:new Slick.Event,onHeaderCellRendered:new Slick.Event,onBeforeHeaderCellDestroy:new Slick.Event,onHeaderRowCellRendered:new Slick.Event,onFooterRowCellRendered:new Slick.Event,onBeforeHeaderRowCellDestroy:new Slick.Event,onBeforeFooterRowCellDestroy:new Slick.Event,onMouseEnter:new Slick.Event,onMouseLeave:new Slick.Event,onClick:new Slick.Event,onDblClick:new Slick.Event,onContextMenu:new Slick.Event,onKeyDown:new Slick.Event,onAddNewRow:new Slick.Event,onBeforeAppendCell:new Slick.Event,onValidationError:new Slick.Event,onViewportChanged:new Slick.Event,onColumnsReordered:new Slick.Event,onColumnsResized:new Slick.Event,onCellChange:new Slick.Event,onBeforeEditCell:new Slick.Event,onBeforeCellEditorDestroy:new Slick.Event,onBeforeDestroy:new Slick.Event,onActiveCellChanged:new Slick.Event,onActiveCellPositionChanged:new Slick.Event,onDragInit:new Slick.Event,onDragStart:new Slick.Event,onDrag:new Slick.Event,onDragEnd:new Slick.Event,onSelectedRowsChanged:new Slick.Event,onCellCssStylesChanged:new Slick.Event,onAutosizeColumns:new Slick.Event,onRendered:new Slick.Event,registerPlugin:registerPlugin,unregisterPlugin:unregisterPlugin,getColumns:getColumns,setColumns:setColumns,getColumnIndex:getColumnIndex,updateColumnHeader:updateColumnHeader,setSortColumn:setSortColumn,setSortColumns:setSortColumns,getSortColumns:getSortColumns,autosizeColumns:autosizeColumns,getOptions:getOptions,setOptions:setOptions,getData:getData,getDataLength:getDataLength,getDataItem:getDataItem,setData:setData,getSelectionModel:getSelectionModel,setSelectionModel:setSelectionModel,getSelectedRows:getSelectedRows,setSelectedRows:setSelectedRows,getContainerNode:getContainerNode,updatePagingStatusFromView:updatePagingStatusFromView,render:render,invalidate:invalidate,invalidateRow:invalidateRow,invalidateRows:invalidateRows,invalidateAllRows:invalidateAllRows,updateCell:updateCell,updateRow:updateRow,getViewport:getVisibleRange,getRenderedRange:getRenderedRange,resizeCanvas:resizeCanvas,updateRowCount:updateRowCount,scrollRowIntoView:scrollRowIntoView,scrollRowToTop:scrollRowToTop,scrollCellIntoView:scrollCellIntoView,scrollColumnIntoView:scrollColumnIntoView,getCanvasNode:getCanvasNode,getUID:getUID,getHeaderColumnWidthDiff:getHeaderColumnWidthDiff,getScrollbarDimensions:getScrollbarDimensions,getHeadersWidth:getHeadersWidth,getCanvasWidth:getCanvasWidth,focus:setFocus,scrollTo:scrollTo,getCellFromPoint:getCellFromPoint,getCellFromEvent:getCellFromEvent,getActiveCell:getActiveCell,setActiveCell:setActiveCell,getActiveCellNode:getActiveCellNode,getActiveCellPosition:getActiveCellPosition,resetActiveCell:resetActiveCell,editActiveCell:makeActiveCellEditable,getCellEditor:getCellEditor,getCellNode:getCellNode,getCellNodeBox:getCellNodeBox,canCellBeSelected:canCellBeSelected,canCellBeActive:canCellBeActive,navigatePrev:navigatePrev,navigateNext:navigateNext,navigateUp:navigateUp,navigateDown:navigateDown,navigateLeft:navigateLeft,navigateRight:navigateRight,navigatePageUp:navigatePageUp,navigatePageDown:navigatePageDown,navigateTop:navigateTop,navigateBottom:navigateBottom,navigateRowStart:navigateRowStart,navigateRowEnd:navigateRowEnd,gotoCell:gotoCell,getTopPanel:getTopPanel,setTopPanelVisibility:setTopPanelVisibility,getPreHeaderPanel:getPreHeaderPanel,setPreHeaderPanelVisibility:setPreHeaderPanelVisibility,getHeader:getHeader,getHeaderColumn:getHeaderColumn,setHeaderRowVisibility:setHeaderRowVisibility,getHeaderRow:getHeaderRow,getHeaderRowColumn:getHeaderRowColumn,setFooterRowVisibility:setFooterRowVisibility,getFooterRow:getFooterRow,getFooterRowColumn:getFooterRowColumn,getGridPosition:getGridPosition,flashCell:flashCell,addCellCssStyles:addCellCssStyles,setCellCssStyles:setCellCssStyles,removeCellCssStyles:removeCellCssStyles,getCellCssStyles:getCellCssStyles,init:finishInitialization,destroy:destroy,getEditorLock:getEditorLock,getEditController:getEditController}),init()}module.exports={Grid:SlickGrid}},\n",
" 526: function _(t,e,a){\n",
" /*!\n",
" * jquery.event.drag - v 2.3.0\n",
" * Copyright (c) 2010 Three Dub Media - http://threedubmedia.com\n",
" * Open Source MIT License - http://threedubmedia.com/code/license\n",
" */\n",
" var n=t(519);n.fn.drag=function(t,e,a){var r=\"string\"==typeof t?t:\"\",o=n.isFunction(t)?t:n.isFunction(e)?e:null;return 0!==r.indexOf(\"drag\")&&(r=\"drag\"+r),a=(t==o?e:a)||{},o?this.on(r,a,o):this.trigger(r)};var r=n.event,o=r.special,i=o.drag={defaults:{which:1,distance:0,not:\":input\",handle:null,relative:!1,drop:!0,click:!1},datakey:\"dragdata\",noBubble:!0,add:function(t){var e=n.data(this,i.datakey),a=t.data||{};e.related+=1,n.each(i.defaults,function(t,n){void 0!==a[t]&&(e[t]=a[t])})},remove:function(){n.data(this,i.datakey).related-=1},setup:function(){if(!n.data(this,i.datakey)){var t=n.extend({related:0},i.defaults);n.data(this,i.datakey,t),r.add(this,\"touchstart mousedown\",i.init,t),this.attachEvent&&this.attachEvent(\"ondragstart\",i.dontstart)}},teardown:function(){(n.data(this,i.datakey)||{}).related||(n.removeData(this,i.datakey),r.remove(this,\"touchstart mousedown\",i.init),i.textselect(!0),this.detachEvent&&this.detachEvent(\"ondragstart\",i.dontstart))},init:function(t){if(!i.touched){var e,a=t.data;if(!(0!=t.which&&a.which>0&&t.which!=a.which)&&!n(t.target).is(a.not)&&(!a.handle||n(t.target).closest(a.handle,t.currentTarget).length)&&(i.touched=\"touchstart\"==t.type?this:null,a.propagates=1,a.mousedown=this,a.interactions=[i.interaction(this,a)],a.target=t.target,a.pageX=t.pageX,a.pageY=t.pageY,a.dragging=null,e=i.hijack(t,\"draginit\",a),a.propagates))return(e=i.flatten(e))&&e.length&&(a.interactions=[],n.each(e,function(){a.interactions.push(i.interaction(this,a))})),a.propagates=a.interactions.length,!1!==a.drop&&o.drop&&o.drop.handler(t,a),i.textselect(!1),i.touched?r.add(i.touched,\"touchmove touchend\",i.handler,a):r.add(document,\"mousemove mouseup\",i.handler,a),!(!i.touched||a.live)&&void 0}},interaction:function(t,e){var a=t&&t.ownerDocument&&n(t)[e.relative?\"position\":\"offset\"]()||{top:0,left:0};return{drag:t,callback:new i.callback,droppable:[],offset:a}},handler:function(t){var e=t.data;switch(t.type){case!e.dragging&&\"touchmove\":t.preventDefault();case!e.dragging&&\"mousemove\":if(Math.pow(t.pageX-e.pageX,2)+Math.pow(t.pageY-e.pageY,2)<Math.pow(e.distance,2))break;t.target=e.target,i.hijack(t,\"dragstart\",e),e.propagates&&(e.dragging=!0);case\"touchmove\":t.preventDefault();case\"mousemove\":if(e.dragging){if(i.hijack(t,\"drag\",e),e.propagates){!1!==e.drop&&o.drop&&o.drop.handler(t,e);break}t.type=\"mouseup\"}case\"touchend\":case\"mouseup\":default:i.touched?r.remove(i.touched,\"touchmove touchend\",i.handler):r.remove(document,\"mousemove mouseup\",i.handler),e.dragging&&(!1!==e.drop&&o.drop&&o.drop.handler(t,e),i.hijack(t,\"dragend\",e)),i.textselect(!0),!1===e.click&&e.dragging&&n.data(e.mousedown,\"suppress.click\",(new Date).getTime()+5),e.dragging=i.touched=!1}},hijack:function(t,e,a,o,d){if(a){var s,c,l,p={event:t.originalEvent,type:t.type},u=e.indexOf(\"drop\")?\"drag\":\"drop\",g=o||0,h=isNaN(o)?a.interactions.length:o;t.type=e;var f=function(){};t.originalEvent=new n.Event(p.event,{preventDefault:f,stopPropagation:f,stopImmediatePropagation:f}),a.results=[];do{if(c=a.interactions[g]){if(\"dragend\"!==e&&c.cancelled)continue;l=i.properties(t,a,c),c.results=[],n(d||c[u]||a.droppable).each(function(o,d){if(l.target=d,t.isPropagationStopped=function(){return!1},!1===(s=d?r.dispatch.call(d,t,l):null)?(\"drag\"==u&&(c.cancelled=!0,a.propagates-=1),\"drop\"==e&&(c[u][o]=null)):\"dropinit\"==e&&c.droppable.push(i.element(s)||d),\"dragstart\"==e&&(c.proxy=n(i.element(s)||c.drag)[0]),c.results.push(s),delete t.result,\"dropinit\"!==e)return s}),a.results[g]=i.flatten(c.results),\"dropinit\"==e&&(c.droppable=i.flatten(c.droppable)),\"dragstart\"!=e||c.cancelled||l.update()}}while(++g<h);return t.type=p.type,t.originalEvent=p.event,i.flatten(a.results)}},properties:function(t,e,a){var n=a.callback;return n.drag=a.drag,n.proxy=a.proxy||a.drag,n.startX=e.pageX,n.startY=e.pageY,n.deltaX=t.pageX-e.pageX,n.deltaY=t.pageY-e.pageY,n.originalX=a.offset.left,n.originalY=a.offset.top,n.offsetX=n.originalX+n.deltaX,n.offsetY=n.originalY+n.deltaY,n.drop=i.flatten((a.drop||[]).slice()),n.available=i.flatten((a.droppable||[]).slice()),n},element:function(t){if(t&&(t.jquery||1==t.nodeType))return t},flatten:function(t){return n.map(t,function(t){return t&&t.jquery?n.makeArray(t):t&&t.length?i.flatten(t):t})},textselect:function(t){n(document)[t?\"off\":\"on\"](\"selectstart\",i.dontstart).css(\"MozUserSelect\",t?\"\":\"none\"),document.unselectable=t?\"off\":\"on\"},dontstart:function(){return!1},callback:function(){}};i.callback.prototype={update:function(){o.drop&&this.available.length&&n.each(this.available,function(t){o.drop.locate(this,t)})}};var d=r.dispatch;r.dispatch=function(t){if(!(n.data(this,\"suppress.\"+t.type)-(new Date).getTime()>0))return d.apply(this,arguments);n.removeData(this,\"suppress.\"+t.type)},o.draginit=o.dragstart=o.dragend=i},\n",
" 527: function _(t,e,a){\n",
" /*!\n",
" * jquery.event.drop - v 2.3.0\n",
" * Copyright (c) 2010 Three Dub Media - http://threedubmedia.com\n",
" * Open Source MIT License - http://threedubmedia.com/code/license\n",
" */\n",
" var n=t(519);n.fn.drop=function(t,e,a){var i=\"string\"==typeof t?t:\"\",o=n.isFunction(t)?t:n.isFunction(e)?e:null;return 0!==i.indexOf(\"drop\")&&(i=\"drop\"+i),a=(t==o?e:a)||{},o?this.on(i,a,o):this.trigger(i)},n.drop=function(t){t=t||{},o.multi=!0===t.multi?1/0:!1===t.multi?1:isNaN(t.multi)?o.multi:t.multi,o.delay=t.delay||o.delay,o.tolerance=n.isFunction(t.tolerance)?t.tolerance:null===t.tolerance?null:o.tolerance,o.mode=t.mode||o.mode||\"intersect\"};var i=n.event.special,o=n.event.special.drop={multi:1,delay:20,mode:\"overlap\",targets:[],datakey:\"dropdata\",noBubble:!0,add:function(t){n.data(this,o.datakey).related+=1},remove:function(){n.data(this,o.datakey).related-=1},setup:function(){if(!n.data(this,o.datakey)){n.data(this,o.datakey,{related:0,active:[],anyactive:0,winner:0,location:{}}),o.targets.push(this)}},teardown:function(){if(!(n.data(this,o.datakey)||{}).related){n.removeData(this,o.datakey);var t=this;o.targets=n.grep(o.targets,function(e){return e!==t})}},handler:function(t,e){var a;if(e)switch(t.type){case\"mousedown\":case\"touchstart\":a=n(o.targets),\"string\"==typeof e.drop&&(a=a.filter(e.drop)),a.each(function(){var t=n.data(this,o.datakey);t.active=[],t.anyactive=0,t.winner=0}),e.droppable=a,i.drag.hijack(t,\"dropinit\",e);break;case\"mousemove\":case\"touchmove\":o.event=t,o.timer||o.tolerate(e);break;case\"mouseup\":case\"touchend\":o.timer=clearTimeout(o.timer),e.propagates&&(i.drag.hijack(t,\"drop\",e),i.drag.hijack(t,\"dropend\",e))}},locate:function(t,e){var a=n.data(t,o.datakey),i=n(t),r=i.offset()||{},d=i.outerHeight(),l=i.outerWidth(),c={elem:t,width:l,height:d,top:r.top,left:r.left,right:r.left+l,bottom:r.top+d};return a&&(a.location=c,a.index=e,a.elem=t),c},contains:function(t,e){return(e[0]||e.left)>=t.left&&(e[0]||e.right)<=t.right&&(e[1]||e.top)>=t.top&&(e[1]||e.bottom)<=t.bottom},modes:{intersect:function(t,e,a){return this.contains(a,[t.pageX,t.pageY])?1e9:this.modes.overlap.apply(this,arguments)},overlap:function(t,e,a){return Math.max(0,Math.min(a.bottom,e.bottom)-Math.max(a.top,e.top))*Math.max(0,Math.min(a.right,e.right)-Math.max(a.left,e.left))},fit:function(t,e,a){return this.contains(a,e)?1:0},middle:function(t,e,a){return this.contains(a,[e.left+.5*e.width,e.top+.5*e.height])?1:0}},sort:function(t,e){return e.winner-t.winner||t.index-e.index},tolerate:function(t){var e,a,r,d,l,c,s,u,p=0,h=t.interactions.length,m=[o.event.pageX,o.event.pageY],f=o.tolerance||o.modes[o.mode];do{if(u=t.interactions[p]){if(!u)return;u.drop=[],l=[],c=u.droppable.length,f&&(r=o.locate(u.proxy)),e=0;do{if(s=u.droppable[e]){if(!(a=(d=n.data(s,o.datakey)).location))continue;d.winner=f?f.call(o,o.event,r,a):o.contains(a,m)?1:0,l.push(d)}}while(++e<c);l.sort(o.sort),e=0;do{(d=l[e])&&(d.winner&&u.drop.length<o.multi?(d.active[p]||d.anyactive||(!1!==i.drag.hijack(o.event,\"dropstart\",t,p,d.elem)[0]?(d.active[p]=1,d.anyactive+=1):d.winner=0),d.winner&&u.drop.push(d.elem)):d.active[p]&&1==d.anyactive&&(i.drag.hijack(o.event,\"dropend\",t,p,d.elem),d.active[p]=0,d.anyactive-=1))}while(++e<c)}}while(++p<h);o.last&&m[0]==o.last.pageX&&m[1]==o.last.pageY?delete o.timer:o.timer=setTimeout(function(){o.tolerate(t)},o.delay),o.last=o.event}};i.dropinit=i.dropstart=i.dropend=o},\n",
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" 529: function _(e,t,i){var n=e(519),o=e(521);function l(e){var t,i;function o(){var t=e.column.editorFixedDecimalPlaces;return void 0===t&&(t=l.DefaultDecimalPlaces),t||0===t?t:null}this.init=function(){var i=e.grid.getOptions().editorCellNavOnLRKeys;t=n(\"<INPUT type=text class='editor-text' />\").appendTo(e.container).on(\"keydown.nav\",i?a:s).focus().select()},this.destroy=function(){t.remove()},this.focus=function(){t.focus()},this.loadValue=function(n){i=n[e.column.field];var l=o();null!==l&&(i||0===i)&&i.toFixed&&(i=i.toFixed(l)),t.val(i),t[0].defaultValue=i,t.select()},this.serializeValue=function(){var e=parseFloat(t.val());l.AllowEmptyValue?e||0===e||(e=\"\"):e=e||0;var i=o();return null!==i&&(e||0===e)&&e.toFixed&&(e=parseFloat(e.toFixed(i))),e},this.applyValue=function(t,i){t[e.column.field]=i},this.isValueChanged=function(){return!(\"\"==t.val()&&null==i)&&t.val()!=i},this.validate=function(){if(isNaN(t.val()))return{valid:!1,msg:\"Please enter a valid number\"};if(e.column.validator){var i=e.column.validator(t.val());if(!i.valid)return i}return{valid:!0,msg:null}},this.init()}function a(e){var t=this.selectionStart,i=this.value.length;(e.keyCode===n.ui.keyCode.LEFT&&t>0||e.keyCode===n.ui.keyCode.RIGHT&&t<i-1)&&e.stopImmediatePropagation()}function s(e){e.keyCode!==n.ui.keyCode.LEFT&&e.keyCode!==n.ui.keyCode.RIGHT||e.stopImmediatePropagation()}l.DefaultDecimalPlaces=null,l.AllowEmptyValue=!1,t.exports={Editors:{Text:function(e){var t,i;this.init=function(){var i=e.grid.getOptions().editorCellNavOnLRKeys;t=n(\"<INPUT type=text class='editor-text' />\").appendTo(e.container).on(\"keydown.nav\",i?a:s).focus().select()},this.destroy=function(){t.remove()},this.focus=function(){t.focus()},this.getValue=function(){return t.val()},this.setValue=function(e){t.val(e)},this.loadValue=function(n){i=n[e.column.field]||\"\",t.val(i),t[0].defaultValue=i,t.select()},this.serializeValue=function(){return t.val()},this.applyValue=function(t,i){t[e.column.field]=i},this.isValueChanged=function(){return!(\"\"==t.val()&&null==i)&&t.val()!=i},this.validate=function(){if(e.column.validator){var i=e.column.validator(t.val());if(!i.valid)return i}return{valid:!0,msg:null}},this.init()},Integer:function(e){var t,i;this.init=function(){var i=e.grid.getOptions().editorCellNavOnLRKeys;t=n(\"<INPUT type=text class='editor-text' />\").appendTo(e.container).on(\"keydown.nav\",i?a:s).focus().select()},this.destroy=function(){t.remove()},this.focus=function(){t.focus()},this.loadValue=function(n){i=n[e.column.field],t.val(i),t[0].defaultValue=i,t.select()},this.serializeValue=function(){return parseInt(t.val(),10)||0},this.applyValue=function(t,i){t[e.column.field]=i},this.isValueChanged=function(){return!(\"\"==t.val()&&null==i)&&t.val()!=i},this.validate=function(){if(isNaN(t.val()))return{valid:!1,msg:\"Please enter a valid integer\"};if(e.column.validator){var i=e.column.validator(t.val());if(!i.valid)return i}return{valid:!0,msg:null}},this.init()},Float:l,Date:function(e){var t,i,o=!1;this.init=function(){(t=n(\"<INPUT type=text class='editor-text' />\")).appendTo(e.container),t.focus().select(),t.datepicker({showOn:\"button\",buttonImageOnly:!0,beforeShow:function(){o=!0},onClose:function(){o=!1}}),t.width(t.width()-18)},this.destroy=function(){n.datepicker.dpDiv.stop(!0,!0),t.datepicker(\"hide\"),t.datepicker(\"destroy\"),t.remove()},this.show=function(){o&&n.datepicker.dpDiv.stop(!0,!0).show()},this.hide=function(){o&&n.datepicker.dpDiv.stop(!0,!0).hide()},this.position=function(e){o&&n.datepicker.dpDiv.css(\"top\",e.top+30).css(\"left\",e.left)},this.focus=function(){t.focus()},this.loadValue=function(n){i=n[e.column.field],t.val(i),t[0].defaultValue=i,t.select()},this.serializeValue=function(){return t.val()},this.applyValue=function(t,i){t[e.column.field]=i},this.isValueChanged=function(){return!(\"\"==t.val()&&null==i)&&t.val()!=i},this.validate=function(){if(e.column.validator){var i=e.column.validator(t.val());if(!i.valid)return i}return{valid:!0,msg:null}},this.init()},YesNoSelect:function(e){var t,i;this.init=function(){(t=n(\"<SELECT tabIndex='0' class='editor-yesno'><OPTION value='yes'>Yes</OPTION><OPTION value='no'>No</OPTION></SELECT>\")).appendTo(e.container),t.focus()},this.destroy=function(){t.remove()},this.focus=function(){t.focus()},this.loadValue=function(n){t.val((i=n[e.column.field])?\"yes\":\"no\"),t.select()},this.serializeValue=function(){return\"yes\"==t.val()},this.applyValue=function(t,i){t[e.column.field]=i},this.isValueChanged=function(){return t.val()!=i},this.validate=function(){return{valid:!0,msg:null}},this.init()},Checkbox:function(e){var t,i;this.init=function(){(t=n(\"<INPUT type=checkbox value='true' class='editor-checkbox' hideFocus>\")).appendTo(e.container),t.focus()},this.destroy=function(){t.remove()},this.focus=function(){t.focus()},this.loadValue=function(n){(i=!!n[e.column.field])?t.prop(\"checked\",!0):t.prop(\"checked\",!1)},this.preClick=function(){t.prop(\"checked\",!t.prop(\"checked\"))},this.serializeValue=function(){return t.prop(\"checked\")},this.applyValue=function(t,i){t[e.column.field]=i},this.isValueChanged=function(){return this.serializeValue()!==i},this.validate=function(){return{valid:!0,msg:null}},this.init()},PercentComplete:function(e){var t,i,o;this.init=function(){(t=n(\"<INPUT type=text class='editor-percentcomplete' />\")).width(n(e.container).innerWidth()-25),t.appendTo(e.container),(i=n(\"<div class='editor-percentcomplete-picker' />\").appendTo(e.container)).append(\"<div class='editor-percentcomplete-helper'><div class='editor-percentcomplete-wrapper'><div class='editor-percentcomplete-slider' /><div class='editor-percentcomplete-buttons' /></div></div>\"),i.find(\".editor-percentcomplete-buttons\").append(\"<button val=0>Not started</button><br/><button val=50>In Progress</button><br/><button val=100>Complete</button>\"),t.focus().select(),i.find(\".editor-percentcomplete-slider\").slider({orientation:\"vertical\",range:\"min\",value:o,slide:function(e,i){t.val(i.value)}}),i.find(\".editor-percentcomplete-buttons button\").on(\"click\",function(e){t.val(n(this).attr(\"val\")),i.find(\".editor-percentcomplete-slider\").slider(\"value\",n(this).attr(\"val\"))})},this.destroy=function(){t.remove(),i.remove()},this.focus=function(){t.focus()},this.loadValue=function(i){t.val(o=i[e.column.field]),t.select()},this.serializeValue=function(){return parseInt(t.val(),10)||0},this.applyValue=function(t,i){t[e.column.field]=i},this.isValueChanged=function(){return!(\"\"==t.val()&&null==o)&&(parseInt(t.val(),10)||0)!=o},this.validate=function(){return isNaN(parseInt(t.val(),10))?{valid:!1,msg:\"Please enter a valid positive number\"}:{valid:!0,msg:null}},this.init()},LongText:function(e){var t,i,l,a=this;this.init=function(){var o=n(\"body\");e.grid.getOptions().editorCellNavOnLRKeys,i=n(\"<DIV style='z-index:10000;position:absolute;background:white;padding:5px;border:3px solid gray; -moz-border-radius:10px; border-radius:10px;'/>\").appendTo(o),t=n(\"<TEXTAREA hidefocus rows=5 style='background:white;width:250px;height:80px;border:0;outline:0'>\").appendTo(i),n(\"<DIV style='text-align:right'><BUTTON>Save</BUTTON><BUTTON>Cancel</BUTTON></DIV>\").appendTo(i),i.find(\"button:first\").on(\"click\",this.save),i.find(\"button:last\").on(\"click\",this.cancel),t.on(\"keydown\",this.handleKeyDown),a.position(e.position),t.focus().select()},this.handleKeyDown=function(t){if(t.which==o.keyCode.ENTER&&t.ctrlKey)a.save();else if(t.which==o.keyCode.ESCAPE)t.preventDefault(),a.cancel();else if(t.which==o.keyCode.TAB&&t.shiftKey)t.preventDefault(),e.grid.navigatePrev();else if(t.which==o.keyCode.TAB)t.preventDefault(),e.grid.navigateNext();else if((t.which==n.ui.keyCode.LEFT||t.which==n.ui.keyCode.RIGHT)&&e.grid.getOptions().editorCellNavOnLRKeys){var i=this.selectionStart,l=this.value.length;t.keyCode===n.ui.keyCode.LEFT&&0===i&&e.grid.navigatePrev(),t.keyCode===n.ui.keyCode.RIGHT&&i>=l-1&&e.grid.navigateNext()}},this.save=function(){e.commitChanges()},this.cancel=function(){t.val(l),e.cancelChanges()},this.hide=function(){i.hide()},this.show=function(){i.show()},this.position=function(e){i.css(\"top\",e.top-5).css(\"left\",e.left-5)},this.destroy=function(){i.remove()},this.focus=function(){t.focus()},this.loadValue=function(i){t.val(l=i[e.column.field]),t.select()},this.serializeValue=function(){return t.val()},this.applyValue=function(t,i){t[e.column.field]=i},this.isValueChanged=function(){return!(\"\"==t.val()&&null==l)&&t.val()!=l},this.validate=function(){if(e.column.validator){var i=e.column.validator(t.val());if(!i.valid)return i}return{valid:!0,msg:null}},this.init()}}}},\n",
" 530: function _(e,n,r){e(521);n.exports={Formatters:{PercentComplete:function(e,n,r,t,c){return null==r||\"\"===r?\"-\":r<50?\"<span style='color:red;font-weight:bold;'>\"+r+\"%</span>\":\"<span style='color:green'>\"+r+\"%</span>\"},PercentCompleteBar:function(e,n,r,t,c){return null==r||\"\"===r?\"\":\"<span class='percent-complete-bar' style='background:\"+(r<30?\"red\":r<70?\"silver\":\"green\")+\";width:\"+r+\"%'></span>\"},YesNo:function(e,n,r,t,c){return r?\"Yes\":\"No\"},Checkmark:function(e,n,r,t,c){return r?\"<img src='../images/tick.png'>\":\"\"},Checkbox:function(e,n,r,t,c){return'<img class=\"slick-edit-preclick\" src=\"../images/'+(r?\"CheckboxY\":\"CheckboxN\")+'.png\">'}}}},\n",
" 531: function _(t,o,r){var e=t(519),n=t(521);o.exports={RemoteModel:function(){var t=50,o={length:0},r=\"\",a=null,l=1,i=null,s=null,u=new n.Event,f=new n.Event;function c(){for(var t in o)delete o[t];o.length=0}function h(n,c){if(s){s.abort();for(var h=s.fromPage;h<=s.toPage;h++)o[h*t]=void 0}n<0&&(n=0),o.length>0&&(c=Math.min(c,o.length-1));for(var v=Math.floor(n/t),m=Math.floor(c/t);void 0!==o[v*t]&&v<m;)v++;for(;void 0!==o[m*t]&&v<m;)m--;if(v>m||v==m&&void 0!==o[v*t])f.notify({from:n,to:c});else{var g=\"http://octopart.com/api/v3/parts/search?apikey=68b25f31&include[]=short_description&show[]=uid&show[]=manufacturer&show[]=mpn&show[]=brand&show[]=octopart_url&show[]=short_description&q=\"+r+\"&start=\"+v*t+\"&limit=\"+((m-v)*t+t);null!=a&&(g+=\"&sortby=\"+a+(l>0?\"+asc\":\"+desc\")),null!=i&&clearTimeout(i),i=setTimeout(function(){for(var r=v;r<=m;r++)o[r*t]=null;u.notify({from:n,to:c}),(s=e.jsonp({url:g,callbackParameter:\"callback\",cache:!0,success:d,error:function(){!function(t,o){alert(\"error loading pages \"+t+\" to \"+o)}(v,m)}})).fromPage=v,s.toPage=m},50)}}function d(t){var r=t.request.start,e=r+t.results.length;o.length=Math.min(parseInt(t.hits),1e3);for(var n=0;n<t.results.length;n++){var a=t.results[n].item;o[r+n]=a,o[r+n].index=r+n}s=null,f.notify({from:r,to:e})}return{data:o,clear:c,isDataLoaded:function(t,r){for(var e=t;e<=r;e++)if(null==o[e]||null==o[e])return!1;return!0},ensureData:h,reloadData:function(t,r){for(var e=t;e<=r;e++)delete o[e];h(t,r)},setSort:function(t,o){a=t,l=o,c()},setSearch:function(t){r=t,c()},onDataLoading:u,onDataLoaded:f}}}},\n",
" 532: function _(e,s,t){var a=e(519),o=e(521);s.exports={GroupItemMetadataProvider:function(e){var s,t={checkboxSelect:!1,checkboxSelectCssClass:\"slick-group-select-checkbox\",checkboxSelectPlugin:null,groupCssClass:\"slick-group\",groupTitleCssClass:\"slick-group-title\",totalsCssClass:\"slick-group-totals\",groupFocusable:!0,totalsFocusable:!1,toggleCssClass:\"slick-group-toggle\",toggleExpandedCssClass:\"expanded\",toggleCollapsedCssClass:\"collapsed\",enableExpandCollapse:!0,groupFormatter:function(s,t,a,o,l,c){if(!e.enableExpandCollapse)return l.title;var r=15*l.level+\"px\";return(e.checkboxSelect?'<span class=\"'+e.checkboxSelectCssClass+\" \"+(l.selectChecked?\"checked\":\"unchecked\")+'\"></span>':\"\")+\"<span class='\"+e.toggleCssClass+\" \"+(l.collapsed?e.toggleCollapsedCssClass:e.toggleExpandedCssClass)+\"' style='margin-left:\"+r+\"'></span><span class='\"+e.groupTitleCssClass+\"' level='\"+l.level+\"'>\"+l.title+\"</span>\"},totalsFormatter:function(e,s,t,a,o,l){return a.groupTotalsFormatter&&a.groupTotalsFormatter(o,a,l)||\"\"}};function l(t,l){var c=a(t.target),r=this.getDataItem(l.row);if(r&&r instanceof o.Group&&c.hasClass(e.toggleCssClass)){var n=s.getRenderedRange();this.getData().setRefreshHints({ignoreDiffsBefore:n.top,ignoreDiffsAfter:n.bottom+1}),r.collapsed?this.getData().expandGroup(r.groupingKey):this.getData().collapseGroup(r.groupingKey),t.stopImmediatePropagation(),t.preventDefault()}if(r&&r instanceof o.Group&&c.hasClass(e.checkboxSelectCssClass)){r.selectChecked=!r.selectChecked,c.removeClass(r.selectChecked?\"unchecked\":\"checked\"),c.addClass(r.selectChecked?\"checked\":\"unchecked\");var i=s.getData().mapItemsToRows(r.rows);(r.selectChecked?e.checkboxSelectPlugin.selectRows:e.checkboxSelectPlugin.deSelectRows)(i)}}function c(t,a){if(e.enableExpandCollapse&&t.which==o.keyCode.SPACE){var l=this.getActiveCell();if(l){var c=this.getDataItem(l.row);if(c&&c instanceof o.Group){var r=s.getRenderedRange();this.getData().setRefreshHints({ignoreDiffsBefore:r.top,ignoreDiffsAfter:r.bottom+1}),c.collapsed?this.getData().expandGroup(c.groupingKey):this.getData().collapseGroup(c.groupingKey),t.stopImmediatePropagation(),t.preventDefault()}}}}return e=a.extend(!0,{},t,e),{init:function(e){(s=e).onClick.subscribe(l),s.onKeyDown.subscribe(c)},destroy:function(){s&&(s.onClick.unsubscribe(l),s.onKeyDown.unsubscribe(c))},getGroupRowMetadata:function(s){return{selectable:!1,focusable:e.groupFocusable,cssClasses:e.groupCssClass,columns:{0:{colspan:\"*\",formatter:e.groupFormatter,editor:null}}}},getTotalsRowMetadata:function(s){return{selectable:!1,focusable:e.totalsFocusable,cssClasses:e.totalsCssClass,formatter:e.totalsFormatter,editor:null}}}}}},\n",
" 533: function _(i,e,t){var n=i(113),c=i(534),s=i(191),o=i(121),u=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_TableWidget=function(){this.define({source:[o.Instance],view:[o.Instance,function(){return new s.CDSView}]})},e.prototype.initialize=function(){i.prototype.initialize.call(this),null==this.view.source&&(this.view.source=this.source,this.view.compute_indices())},e}(c.Widget);t.TableWidget=u,u.__name__=\"TableWidget\",u.init_TableWidget()},\n",
" 534: function _(t,i,e){var n=t(113),o=t(342),r=t(121),l=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._width_policy=function(){return\"horizontal\"==this.model.orientation?t.prototype._width_policy.call(this):\"fixed\"},i.prototype._height_policy=function(){return\"horizontal\"==this.model.orientation?\"fixed\":t.prototype._height_policy.call(this)},i.prototype.box_sizing=function(){var i=t.prototype.box_sizing.call(this);return\"horizontal\"==this.model.orientation?null==i.width&&(i.width=this.model.default_size):null==i.height&&(i.height=this.model.default_size),i},i}(o.HTMLBoxView);e.WidgetView=l,l.__name__=\"WidgetView\";var h=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Widget=function(){this.define({orientation:[r.Orientation,\"horizontal\"],default_size:[r.Number,300]}),this.override({margin:[5,5,5,5]})},i}(o.HTMLBox);e.Widget=h,h.__name__=\"Widget\",h.init_Widget()},\n",
" 535: function _(n,e,l){n(164),n(536),n(163).styles.append('.bk-root .bk-data-table {\\n box-sizing: content-box;\\n font-size: 11px;\\n}\\n.bk-root .bk-data-table input[type=\"checkbox\"] {\\n margin-left: 4px;\\n margin-right: 4px;\\n}\\n.bk-root .bk-cell-special-defaults {\\n border-right-color: silver;\\n border-right-style: solid;\\n background: #f5f5f5;\\n}\\n.bk-root .bk-cell-select {\\n border-right-color: silver;\\n border-right-style: solid;\\n background: #f5f5f5;\\n}\\n.bk-root .bk-cell-index {\\n border-right-color: silver;\\n border-right-style: solid;\\n background: #f5f5f5;\\n text-align: right;\\n color: gray;\\n}\\n.bk-root .bk-header-index .slick-column-name {\\n float: right;\\n}\\n.bk-root .slick-row.selected .bk-cell-index {\\n background-color: transparent;\\n}\\n.bk-root .slick-cell {\\n padding-left: 4px;\\n padding-right: 4px;\\n}\\n.bk-root .slick-cell.active {\\n border-style: dashed;\\n}\\n.bk-root .slick-cell.editable {\\n padding-left: 0;\\n padding-right: 0;\\n}\\n.bk-root .bk-cell-editor input,\\n.bk-root .bk-cell-editor select {\\n width: 100%;\\n height: 100%;\\n border: 0;\\n margin: 0;\\n padding: 0;\\n outline: 0;\\n background: transparent;\\n vertical-align: baseline;\\n}\\n.bk-root .bk-cell-editor input {\\n padding-left: 4px;\\n padding-right: 4px;\\n}\\n.bk-root .bk-cell-editor-completion {\\n font-size: 11px;\\n}\\n'),l.bk_data_table=\"bk-data-table\",l.bk_cell_index=\"bk-cell-index\",l.bk_header_index=\"bk-header-index\",l.bk_cell_editor=\"bk-cell-editor\",l.bk_cell_select=\"bk-cell-select\"},\n",
" 536: function _(A,n,o){A(164),A(163).styles.append('.bk-root {\\n /*\\nIMPORTANT:\\nIn order to preserve the uniform grid appearance, all cell styles need to have padding, margin and border sizes.\\nNo built-in (selected, editable, highlight, flashing, invalid, loading, :focus) or user-specified CSS\\nclasses should alter those!\\n*/\\n /*\\nIMPORTANT:\\nIn order to preserve the uniform grid appearance, all cell styles need to have padding, margin and border sizes.\\nNo built-in (selected, editable, highlight, flashing, invalid, loading, :focus) or user-specified CSS\\nclasses should alter those!\\n*/\\n /* Menu button */\\n /* Menu */\\n /* Menu items */\\n /* Disabled */\\n}\\n.bk-root .slick-header.ui-state-default,\\n.bk-root .slick-headerrow.ui-state-default,\\n.bk-root .slick-footerrow.ui-state-default,\\n.bk-root .slick-top-panel-scroller.ui-state-default {\\n width: 100%;\\n overflow: auto;\\n position: relative;\\n border-left: 0px !important;\\n}\\n.bk-root .slick-header.ui-state-default {\\n overflow: inherit;\\n}\\n.bk-root .slick-header::-webkit-scrollbar,\\n.bk-root .slick-headerrow::-webkit-scrollbar,\\n.bk-root .slick-footerrow::-webkit-scrollbar {\\n display: none;\\n}\\n.bk-root .slick-header-columns,\\n.bk-root .slick-headerrow-columns,\\n.bk-root .slick-footerrow-columns {\\n position: relative;\\n white-space: nowrap;\\n cursor: default;\\n overflow: hidden;\\n}\\n.bk-root .slick-header-column.ui-state-default {\\n position: relative;\\n display: inline-block;\\n box-sizing: content-box !important;\\n /* this here only for Firefox! */\\n overflow: hidden;\\n -o-text-overflow: ellipsis;\\n text-overflow: ellipsis;\\n height: 16px;\\n line-height: 16px;\\n margin: 0;\\n padding: 4px;\\n border-right: 1px solid silver;\\n border-left: 0px !important;\\n border-top: 0px !important;\\n border-bottom: 0px !important;\\n float: left;\\n}\\n.bk-root .slick-headerrow-column.ui-state-default,\\n.bk-root .slick-footerrow-column.ui-state-default {\\n padding: 4px;\\n}\\n.bk-root .slick-header-column-sorted {\\n font-style: italic;\\n}\\n.bk-root .slick-sort-indicator {\\n display: inline-block;\\n width: 8px;\\n height: 5px;\\n margin-left: 4px;\\n margin-top: 6px;\\n float: left;\\n}\\n.bk-root .slick-sort-indicator-numbered {\\n display: inline-block;\\n width: 8px;\\n height: 5px;\\n margin-left: 4px;\\n margin-top: 0;\\n line-height: 20px;\\n float: left;\\n font-family: Arial;\\n font-style: normal;\\n font-weight: bold;\\n color: #6190CD;\\n}\\n.bk-root .slick-sort-indicator-desc {\\n background: url(images/sort-desc.gif);\\n}\\n.bk-root .slick-sort-indicator-asc {\\n background: url(images/sort-asc.gif);\\n}\\n.bk-root .slick-resizable-handle {\\n position: absolute;\\n font-size: 0.1px;\\n display: block;\\n cursor: col-resize;\\n width: 9px;\\n right: -5px;\\n top: 0;\\n height: 100%;\\n z-index: 1;\\n}\\n.bk-root .slick-sortable-placeholder {\\n background: silver;\\n}\\n.bk-root .grid-canvas {\\n position: relative;\\n outline: 0;\\n}\\n.bk-root .slick-row.ui-widget-content,\\n.bk-root .slick-row.ui-state-active {\\n position: absolute;\\n border: 0px;\\n width: 100%;\\n}\\n.bk-root .slick-cell,\\n.bk-root .slick-headerrow-column,\\n.bk-root .slick-footerrow-column {\\n position: absolute;\\n border: 1px solid transparent;\\n border-right: 1px dotted silver;\\n border-bottom-color: silver;\\n overflow: hidden;\\n -o-text-overflow: ellipsis;\\n text-overflow: ellipsis;\\n vertical-align: middle;\\n z-index: 1;\\n padding: 1px 2px 2px 1px;\\n margin: 0;\\n white-space: nowrap;\\n cursor: default;\\n}\\n.bk-root .slick-cell,\\n.bk-root .slick-headerrow-column {\\n border-bottom-color: silver;\\n}\\n.bk-root .slick-footerrow-column {\\n border-top-color: silver;\\n}\\n.bk-root .slick-group-toggle {\\n display: inline-block;\\n}\\n.bk-root .slick-cell.highlighted {\\n background: lightskyblue;\\n background: rgba(0, 0, 255, 0.2);\\n -webkit-transition: all 0.5s;\\n -moz-transition: all 0.5s;\\n -o-transition: all 0.5s;\\n transition: all 0.5s;\\n}\\n.bk-root .slick-cell.flashing {\\n border: 1px solid red !important;\\n}\\n.bk-root .slick-cell.editable {\\n z-index: 11;\\n overflow: visible;\\n background: white;\\n border-color: black;\\n border-style: solid;\\n}\\n.bk-root .slick-cell:focus {\\n outline: none;\\n}\\n.bk-root .slick-reorder-proxy {\\n display: inline-block;\\n background: blue;\\n opacity: 0.15;\\n cursor: move;\\n}\\n.bk-root .slick-reorder-guide {\\n display: inline-block;\\n height: 2px;\\n background: blue;\\n opacity: 0.7;\\n}\\n.bk-root .slick-selection {\\n z-index: 10;\\n position: absolute;\\n border: 2px dashed black;\\n}\\n.bk-root .slick-header-columns {\\n background: url(\\'images/header-columns-bg.gif\\') repeat-x center bottom;\\n border-bottom: 1px solid silver;\\n}\\n.bk-root .slick-header-column {\\n background: url(\\'images/header-columns-bg.gif\\') repeat-x center bottom;\\n border-right: 1px solid silver;\\n}\\n.bk-root .slick-header-column:hover,\\n.bk-root .slick-header-column-active {\\n background: white url(\\'images/header-columns-over-bg.gif\\') repeat-x center bottom;\\n}\\n.bk-root .slick-headerrow {\\n background: #fafafa;\\n}\\n.bk-root .slick-headerrow-column {\\n background: #fafafa;\\n border-bottom: 0;\\n height: 100%;\\n}\\n.bk-root .slick-row.ui-state-active {\\n background: #F5F7D7;\\n}\\n.bk-root .slick-row {\\n position: absolute;\\n background: white;\\n border: 0px;\\n line-height: 20px;\\n}\\n.bk-root .slick-row.selected {\\n z-index: 10;\\n background: #DFE8F6;\\n}\\n.bk-root .slick-cell {\\n padding-left: 4px;\\n padding-right: 4px;\\n}\\n.bk-root .slick-group {\\n border-bottom: 2px solid silver;\\n}\\n.bk-root .slick-group-toggle {\\n width: 9px;\\n height: 9px;\\n margin-right: 5px;\\n}\\n.bk-root .slick-group-toggle.expanded {\\n background: url(images/collapse.gif) no-repeat center center;\\n}\\n.bk-root .slick-group-toggle.collapsed {\\n background: url(images/expand.gif) no-repeat center center;\\n}\\n.bk-root .slick-group-totals {\\n color: gray;\\n background: white;\\n}\\n.bk-root .slick-group-select-checkbox {\\n width: 13px;\\n height: 13px;\\n margin: 3px 10px 0 0;\\n display: inline-block;\\n}\\n.bk-root .slick-group-select-checkbox.checked {\\n background: url(images/GrpCheckboxY.png) no-repeat center center;\\n}\\n.bk-root .slick-group-select-checkbox.unchecked {\\n background: url(images/GrpCheckboxN.png) no-repeat center center;\\n}\\n.bk-root .slick-cell.selected {\\n background-color: beige;\\n}\\n.bk-root .slick-cell.active {\\n border-color: gray;\\n border-style: solid;\\n}\\n.bk-root .slick-sortable-placeholder {\\n background: silver !important;\\n}\\n.bk-root .slick-row.odd {\\n background: #fafafa;\\n}\\n.bk-root .slick-row.ui-state-active {\\n background: #F5F7D7;\\n}\\n.bk-root .slick-row.loading {\\n opacity: 0.5;\\n}\\n.bk-root .slick-cell.invalid {\\n border-color: red;\\n -moz-animation-duration: 0.2s;\\n -webkit-animation-duration: 0.2s;\\n -moz-animation-name: slickgrid-invalid-hilite;\\n -webkit-animation-name: slickgrid-invalid-hilite;\\n}\\n@-moz-keyframes slickgrid-invalid-hilite {\\n from {\\n box-shadow: 0 0 6px red;\\n }\\n to {\\n box-shadow: none;\\n }\\n}\\n@-webkit-keyframes slickgrid-invalid-hilite {\\n from {\\n box-shadow: 0 0 6px red;\\n }\\n to {\\n box-shadow: none;\\n }\\n}\\n.bk-root .slick-column-name,\\n.bk-root .slick-sort-indicator {\\n /**\\n * This makes all \"float:right\" elements after it that spill over to the next line\\n * display way below the lower boundary of the column thus hiding them.\\n */\\n display: inline-block;\\n float: left;\\n margin-bottom: 100px;\\n}\\n.bk-root .slick-header-button {\\n display: inline-block;\\n float: right;\\n vertical-align: top;\\n margin: 1px;\\n /**\\n * This makes all \"float:right\" elements after it that spill over to the next line\\n * display way below the lower boundary of the column thus hiding them.\\n */\\n margin-bottom: 100px;\\n height: 15px;\\n width: 15px;\\n background-repeat: no-repeat;\\n background-position: center center;\\n cursor: pointer;\\n}\\n.bk-root .slick-header-button-hidden {\\n width: 0;\\n -webkit-transition: 0.2s width;\\n -ms-transition: 0.2s width;\\n transition: 0.2s width;\\n}\\n.bk-root .slick-header-column:hover > .slick-header-button {\\n width: 15px;\\n}\\n.bk-root .slick-header-menubutton {\\n position: absolute;\\n right: 0;\\n top: 0;\\n bottom: 0;\\n width: 14px;\\n background-repeat: no-repeat;\\n background-position: left center;\\n background-image: url(../images/down.gif);\\n cursor: pointer;\\n display: none;\\n border-left: thin ridge silver;\\n}\\n.bk-root .slick-header-column:hover > .slick-header-menubutton,\\n.bk-root .slick-header-column-active .slick-header-menubutton {\\n display: inline-block;\\n}\\n.bk-root .slick-header-menu {\\n position: absolute;\\n display: inline-block;\\n margin: 0;\\n padding: 2px;\\n cursor: default;\\n}\\n.bk-root .slick-header-menuitem {\\n list-style: none;\\n margin: 0;\\n padding: 0;\\n cursor: pointer;\\n}\\n.bk-root .slick-header-menuicon {\\n display: inline-block;\\n width: 16px;\\n height: 16px;\\n vertical-align: middle;\\n margin-right: 4px;\\n background-repeat: no-repeat;\\n background-position: center center;\\n}\\n.bk-root .slick-header-menucontent {\\n display: inline-block;\\n vertical-align: middle;\\n}\\n.bk-root .slick-header-menuitem-disabled {\\n color: silver;\\n}\\n.bk-root .slick-columnpicker {\\n border: 1px solid #718BB7;\\n background: #f0f0f0;\\n padding: 6px;\\n -moz-box-shadow: 2px 2px 2px silver;\\n -webkit-box-shadow: 2px 2px 2px silver;\\n box-shadow: 2px 2px 2px silver;\\n min-width: 150px;\\n cursor: default;\\n position: absolute;\\n z-index: 20;\\n overflow: auto;\\n resize: both;\\n}\\n.bk-root .slick-columnpicker > .close {\\n float: right;\\n}\\n.bk-root .slick-columnpicker .title {\\n font-size: 16px;\\n width: 60%;\\n border-bottom: solid 1px #d6d6d6;\\n margin-bottom: 10px;\\n}\\n.bk-root .slick-columnpicker li {\\n list-style: none;\\n margin: 0;\\n padding: 0;\\n background: none;\\n}\\n.bk-root .slick-columnpicker input {\\n margin: 4px;\\n}\\n.bk-root .slick-columnpicker li a {\\n display: block;\\n padding: 4px;\\n font-weight: bold;\\n}\\n.bk-root .slick-columnpicker li a:hover {\\n background: white;\\n}\\n.bk-root .slick-pager {\\n width: 100%;\\n height: 26px;\\n border: 1px solid gray;\\n border-top: 0;\\n background: url(\\'../images/header-columns-bg.gif\\') repeat-x center bottom;\\n vertical-align: middle;\\n}\\n.bk-root .slick-pager .slick-pager-status {\\n display: inline-block;\\n padding: 6px;\\n}\\n.bk-root .slick-pager .ui-icon-container {\\n display: inline-block;\\n margin: 2px;\\n border-color: gray;\\n}\\n.bk-root .slick-pager .slick-pager-nav {\\n display: inline-block;\\n float: left;\\n padding: 2px;\\n}\\n.bk-root .slick-pager .slick-pager-settings {\\n display: block;\\n float: right;\\n padding: 2px;\\n}\\n.bk-root .slick-pager .slick-pager-settings * {\\n vertical-align: middle;\\n}\\n.bk-root .slick-pager .slick-pager-settings a {\\n padding: 2px;\\n text-decoration: underline;\\n cursor: pointer;\\n}\\n.bk-root .slick-header-columns {\\n background-image: url(\"data:image/gif;base64,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\");\\n}\\n.bk-root .slick-header-column {\\n background-image: url(\"data:image/gif;base64,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\");\\n}\\n.bk-root .slick-header-column:hover,\\n.bk-root .slick-header-column-active {\\n background-image: url(\"data:image/gif;base64,R0lGODlhAgAWAIcAAKrM9tno++vz/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAAAAP8ALAAAAAACABYAAAgUAAUIHEiwoIAACBMqXMhwIQAAAQEAOw==\");\\n}\\n.bk-root .slick-group-toggle.expanded {\\n background-image: url(\"data:image/gif;base64,R0lGODlhCQAJAPcAAAFGeoCAgNXz/+v5/+v6/+z5/+36//L7//X8//j9/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACwAAAAACQAJAAAIMwADCBxIUIDBgwIEChgwwECBAgQUFjBAkaJCABgxGlB4AGHCAAIQiBypEEECkScJqgwQEAA7\");\\n}\\n.bk-root .slick-group-toggle.collapsed {\\n background-image: url(\"data:image/gif;base64,R0lGODlhCQAJAPcAAAFGeoCAgNXz/+v5/+v6/+z5/+36//L7//X8//j9/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACwAAAAACQAJAAAIOAADCBxIUIDBgwIEChgwAECBAgQUFjAAQIABAwoBaNSIMYCAAwIqGlSIAEHFkiQTIBCgkqDLAAEBADs=\");\\n}\\n.bk-root .slick-group-select-checkbox.checked {\\n background-image: url(\"data:image/png;base64,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\");\\n}\\n.bk-root .slick-group-select-checkbox.unchecked {\\n background-image: url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAA4AAAAOCAIAAACQKrqGAAAABGdBTUEAALGPC/xhBQAAAAlwSFlzAAAOwQAADsEBuJFr7QAAABl0RVh0U29mdHdhcmUAcGFpbnQubmV0IDQuMC4xNkRpr/UAAACXSURBVChT1dIxC4MwEAXg/v8/VOhQVDBNakV0KA6pxS4JhWRSIYPEJxwdDi1de7wleR+3JIf486w0hKCKRpSvvOhZcCmvNQBRuKqdah03U7UjNNH81rOaBYDo8SQaPX8JANFEaLaGBeAPaaY61rGksiN6TmR5H1j9CSoAosYYHLA7vTxYMvVEZa0liif23r93xjm3/oEYF8PiDn/I2FHCAAAAAElFTkSuQmCC\");\\n}\\n.bk-root .slick-sort-indicator-desc {\\n background-image: url(\"data:image/gif;base64,R0lGODlhDQAFAIcAAGGQzUD/QOPu+wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAMAAAEALAAAAAANAAUAAAgeAAUAGEgQgIAACBEKLHgwYcKFBh1KFNhQosOKEgMCADs=\");\\n}\\n.bk-root .slick-sort-indicator-asc {\\n background-image: url(\"data:image/gif;base64,R0lGODlhDQAFAIcAAGGQzUD/QOPu+wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAMAAAEALAAAAAANAAUAAAgbAAMIDABgoEGDABIeRJhQ4cKGEA8KmEiRosGAADs=\");\\n}\\n.bk-root .slick-header-menubutton {\\n background-image: url(\"data:image/gif;base64,R0lGODlhDgAOAIABADtKYwAAACH5BAEAAAEALAAAAAAOAA4AAAISjI+py+0PHZgUsGobhTn6DxoFADs=\");\\n}\\n.bk-root .slick-pager {\\n background-image: url(\"data:image/gif;base64,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\");\\n}\\n')},\n",
" 537: function _(t,e,r){var n=t(113),o=t(255),a=t(538),i=t(252),u=t(121),l=t(163),c=t(109),s=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.doFormat=function(t,e,r,n,o){return null==r?\"\":(r+\"\").replace(/&/g,\"&\").replace(/</g,\"<\").replace(/>/g,\">\")},e}(t(166).Model);r.CellFormatter=s,s.__name__=\"CellFormatter\";var m=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_StringFormatter=function(){this.define({font_style:[u.FontStyle,\"normal\"],text_align:[u.TextAlign,\"left\"],text_color:[u.Color]})},e.prototype.doFormat=function(t,e,r,n,o){var a=this.font_style,i=this.text_align,u=this.text_color,c=l.div({},null==r?\"\":\"\"+r);switch(a){case\"bold\":c.style.fontWeight=\"bold\";break;case\"italic\":c.style.fontStyle=\"italic\"}return null!=i&&(c.style.textAlign=i),null!=u&&(c.style.color=u),c.outerHTML},e}(s);r.StringFormatter=m,m.__name__=\"StringFormatter\",m.init_StringFormatter();var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_NumberFormatter=function(){this.define({format:[u.String,\"0,0\"],language:[u.String,\"en\"],rounding:[u.RoundingFunction,\"round\"]})},e.prototype.doFormat=function(e,r,n,a,i){var u=this,l=this.format,c=this.language,s=function(){switch(u.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}}();return n=o.format(n,l,c,s),t.prototype.doFormat.call(this,e,r,n,a,i)},e}(m);r.NumberFormatter=_,_.__name__=\"NumberFormatter\",_.init_NumberFormatter();var f=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_BooleanFormatter=function(){this.define({icon:[u.String,\"check\"]})},e.prototype.doFormat=function(t,e,r,n,o){return r?l.i({class:this.icon}).outerHTML:\"\"},e}(s);r.BooleanFormatter=f,f.__name__=\"BooleanFormatter\",f.init_BooleanFormatter();var F=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_DateFormatter=function(){this.define({format:[u.String,\"ISO-8601\"]})},e.prototype.getFormat=function(){switch(this.format){case\"ATOM\":case\"W3C\":case\"RFC-3339\":case\"ISO-8601\":return\"%Y-%m-%d\";case\"COOKIE\":return\"%a, %d %b %Y\";case\"RFC-850\":return\"%A, %d-%b-%y\";case\"RFC-1123\":case\"RFC-2822\":return\"%a, %e %b %Y\";case\"RSS\":case\"RFC-822\":case\"RFC-1036\":return\"%a, %e %b %y\";case\"TIMESTAMP\":return;default:return this.format}},e.prototype.doFormat=function(e,r,n,o,a){n=c.isString(n)?parseInt(n,10):n;var u=i(n,this.getFormat());return t.prototype.doFormat.call(this,e,r,u,o,a)},e}(s);r.DateFormatter=F,F.__name__=\"DateFormatter\",F.init_DateFormatter();var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_HTMLTemplateFormatter=function(){this.define({template:[u.String,\"<%= value %>\"]})},e.prototype.doFormat=function(t,e,r,n,o){var i=this.template;return null==r?\"\":a(i)(Object.assign(Object.assign({},o),{value:r}))},e}(s);r.HTMLTemplateFormatter=h,h.__name__=\"HTMLTemplateFormatter\",h.init_HTMLTemplateFormatter()},\n",
" 538: function _(e,n,t){var f=e(539),i=f.template;function o(e,n,t){return i(e,n,t)}o._=f,n.exports=o,\"function\"==typeof define&&define.amd?define(function(){return o}):\"undefined\"==typeof window&&\"undefined\"==typeof navigator||(window.UnderscoreTemplate=o)},\n",
" 539: function _(r,e,n){\n",
" // (c) 2009-2013 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors\n",
" // Underscore may be freely distributed under the MIT license.\n",
" var t={},a=Array.prototype,u=Object.prototype,c=a.slice,o=u.toString,l=u.hasOwnProperty,i=a.forEach,f=Object.keys,s=Array.isArray,p=function(){},_=p.each=p.forEach=function(r,e,n){if(null!=r)if(i&&r.forEach===i)r.forEach(e,n);else if(r.length===+r.length){for(var a=0,u=r.length;a<u;a++)if(e.call(n,r[a],a,r)===t)return}else{var c=p.keys(r);for(a=0,u=c.length;a<u;a++)if(e.call(n,r[c[a]],c[a],r)===t)return}};p.keys=f||function(r){if(r!==Object(r))throw new TypeError(\"Invalid object\");var e=[];for(var n in r)p.has(r,n)&&e.push(n);return e},p.defaults=function(r){return _(c.call(arguments,1),function(e){if(e)for(var n in e)void 0===r[n]&&(r[n]=e[n])}),r},p.isArray=s||function(r){return\"[object Array]\"===o.call(r)},p.has=function(r,e){if(!p.isArray(e))return null!=r&&l.call(r,e);for(var n=e.length,t=0;t<n;t++){var a=e[t];if(null==r||!l.call(r,a))return!1;r=r[a]}return!!n};var h={escape:{\"&\":\"&\",\"<\":\"<\",\">\":\">\",'\"':\""\",\"'\":\"'\"}},v={escape:new RegExp(\"[\"+p.keys(h.escape).join(\"\")+\"]\",\"g\")};p.each([\"escape\"],function(r){p[r]=function(e){return null==e?\"\":(\"\"+e).replace(v[r],function(e){return h[r][e]})}}),p.templateSettings={evaluate:/<%([\\s\\S]+?)%>/g,interpolate:/<%=([\\s\\S]+?)%>/g,escape:/<%-([\\s\\S]+?)%>/g};var g=/(.)^/,y={\"'\":\"'\",\"\\\\\":\"\\\\\",\"\\r\":\"r\",\"\\n\":\"n\",\"\\t\":\"t\",\"\\u2028\":\"u2028\",\"\\u2029\":\"u2029\"},j=/\\\\|'|\\r|\\n|\\t|\\u2028|\\u2029/g;p.template=function(r,e,n){var t;n=p.defaults({},n,p.templateSettings);var a=new RegExp([(n.escape||g).source,(n.interpolate||g).source,(n.evaluate||g).source].join(\"|\")+\"|$\",\"g\"),u=0,c=\"__p+='\";r.replace(a,function(e,n,t,a,o){return c+=r.slice(u,o).replace(j,function(r){return\"\\\\\"+y[r]}),n&&(c+=\"'+\\n((__t=(\"+n+\"))==null?'':_.escape(__t))+\\n'\"),t&&(c+=\"'+\\n((__t=(\"+t+\"))==null?'':__t)+\\n'\"),a&&(c+=\"';\\n\"+a+\"\\n__p+='\"),u=o+e.length,e}),c+=\"';\\n\",n.variable||(c=\"with(obj||{}){\\n\"+c+\"}\\n\"),c=\"var __t,__p='',__j=Array.prototype.join,print=function(){__p+=__j.call(arguments,'');};\\n\"+c+\"return __p;\\n\";try{t=new Function(n.variable||\"obj\",\"_\",c)}catch(r){throw r.source=c,r}if(e)return t(e,p);var o=function(r){return t.call(this,r,p)};return o.source=\"function(\"+(n.variable||\"obj\")+\"){\\n\"+c+\"}\",o},e.exports=p},\n",
" 540: function _(t,e,i){var n=t(113),r=t(537),o=t(516),l=t(121),a=t(127),d=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_TableColumn=function(){this.define({field:[l.String],title:[l.String],width:[l.Number,300],formatter:[l.Instance,function(){return new r.StringFormatter}],editor:[l.Instance,function(){return new o.StringEditor}],sortable:[l.Boolean,!0],default_sort:[l.Sort,\"ascending\"]})},e.prototype.toColumn=function(){return{id:a.uniqueId(),field:this.field,name:this.title,width:this.width,formatter:null!=this.formatter?this.formatter.doFormat.bind(this.formatter):void 0,model:this.editor,editor:this.editor.default_view,sortable:this.sortable,defaultSortAsc:\"ascending\"==this.default_sort}},e}(t(166).Model);i.TableColumn=d,d.__name__=\"TableColumn\",d.init_TableColumn()},\n",
" 541: function _(t,e,n){var r=t(113),a=t(524).Data.Aggregators,i=a.Avg,u=a.Min,g=a.Max,o=a.Sum,s=t(121),_=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_RowAggregator=function(){this.define({field_:[s.String,\"\"]})},e}(t(166).Model);n.RowAggregator=_,_.__name__=\"RowAggregator\",_.init_RowAggregator();var c=new i,l=function(t){function e(){var e=t.apply(this,arguments)||this;return e.key=\"avg\",e.init=c.init,e.accumulate=c.accumulate,e.storeResult=c.storeResult,e}return r.__extends(e,t),e}(_);n.AvgAggregator=l,l.__name__=\"AvgAggregator\";var m=new u,A=function(t){function e(){var e=t.apply(this,arguments)||this;return e.key=\"min\",e.init=m.init,e.accumulate=m.accumulate,e.storeResult=m.storeResult,e}return r.__extends(e,t),e}(_);n.MinAggregator=A,A.__name__=\"MinAggregator\";var f=new g,v=function(t){function e(){var e=t.apply(this,arguments)||this;return e.key=\"max\",e.init=f.init,e.accumulate=f.accumulate,e.storeResult=f.storeResult,e}return r.__extends(e,t),e}(_);n.MaxAggregator=v,v.__name__=\"MaxAggregator\";var R=new o,h=function(t){function e(){var e=t.apply(this,arguments)||this;return e.key=\"sum\",e.init=R.init,e.accumulate=R.accumulate,e.storeResult=R.storeResult,e}return r.__extends(e,t),e}(_);n.SumAggregator=h,h.__name__=\"SumAggregator\"},\n",
" 542: function _(t,e,r){var o=t(113),n=t(121),i=t(163),s=t(524),a=t(517);function u(t,e,r,o,n){var s=n.collapsed,a=n.level,u=n.title,l=i.span({class:\"slick-group-toggle \"+(s?\"collapsed\":\"expanded\"),style:{\"margin-left\":15*a+\"px\"}}),p=i.span({class:\"slick-group-title\",level:a},u);return\"\"+l.outerHTML+p.outerHTML}function l(t,e){var r=this.getDataItem(e.row);r instanceof s.Group&&t.target.classList.contains(\"slick-group-toggle\")&&(r.collapsed?this.getData().expandGroup(r.groupingKey):this.getData().collapseGroup(r.groupingKey),t.stopImmediatePropagation(),t.preventDefault(),this.invalidate(),this.render())}var p=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_GroupingInfo=function(){this.define({getter:[n.String,\"\"],aggregators:[n.Array,[]],collapsed:[n.Boolean,!1]})},Object.defineProperty(e.prototype,\"comparer\",{get:function(){return function(t,e){return t.value===e.value?0:t.value>e.value?1:-1}},enumerable:!0,configurable:!0}),e}(t(166).Model);r.GroupingInfo=p,p.__name__=\"GroupingInfo\",p.init_GroupingInfo();var c=function(t){function e(e,r,o,n){var i=t.call(this,e,r)||this;return i.columns=o,i.groupingInfos=[],i.groupingDelimiter=\":|:\",i.target=n,i}return o.__extends(e,t),e.prototype.setGrouping=function(t){this.groupingInfos=t,this.toggledGroupsByLevel=t.map(function(){return{}}),this.refresh()},e.prototype.extractGroups=function(t,e){var r=this,o=[],n=new Map,i=e?e.level+1:0,a=this.groupingInfos[i],u=a.comparer,l=a.getter;return t.forEach(function(t){var a=r.source.data[l][t],u=n.get(a);if(!u){var p=e?\"\"+e.groupingKey+r.groupingDelimiter+a:\"\"+a;u=Object.assign(new s.Group,{value:a,level:i,groupingKey:p}),o.push(u),n.set(a,u)}u.rows.push(t)}),i<this.groupingInfos.length-1&&o.forEach(function(t){t.groups=r.extractGroups(t.rows,t)}),o.sort(u),o},e.prototype.calculateTotals=function(t,e){var r={avg:{},max:{},min:{},sum:{}},o=this.source.data,n=Object.keys(o),i=t.rows.map(function(t){return n.reduce(function(e,r){var n;return Object.assign(Object.assign({},e),((n={})[r]=o[r][t],n))},{})});return e.forEach(function(t){t.init(),i.forEach(function(e){return t.accumulate(e)}),t.storeResult(r)}),r},e.prototype.addTotals=function(t,e){var r=this;void 0===e&&(e=0);var o=this.groupingInfos[e],n=o.aggregators,i=o.collapsed,s=this.toggledGroupsByLevel[e];t.forEach(function(t){t.groups&&r.addTotals(t.groups,e+1),n.length&&t.rows.length&&(t.totals=r.calculateTotals(t,n)),t.collapsed=i!==s[t.groupingKey],t.title=t.value?\"\"+t.value:\"\"})},e.prototype.flattenedGroupedRows=function(t,e){var r=this;void 0===e&&(e=0);var o=[];return t.forEach(function(t){if(o.push(t),!t.collapsed){var n=t.groups?r.flattenedGroupedRows(t.groups,e+1):t.rows;o.push.apply(o,n)}}),o},e.prototype.refresh=function(){var t=this.extractGroups(this.view.indices),e=this.source.data[this.columns[0].field];t.length&&(this.addTotals(t),this.rows=this.flattenedGroupedRows(t),this.target.data={row_indices:this.rows.map(function(t){return t instanceof s.Group?t.rows:t}),labels:this.rows.map(function(t){return t instanceof s.Group?t.title:e[t]})})},e.prototype.getLength=function(){return this.rows.length},e.prototype.getItem=function(t){var e,r=this.rows[t],o=this.source.data;return r instanceof s.Group?r:Object.keys(o).reduce(function(t,e){var n;return Object.assign(Object.assign({},t),((n={})[e]=o[e][r],n))},((e={})[a.DTINDEX_NAME]=r,e))},e.prototype.getItemMetadata=function(t){var e=this.rows[t],r=this.columns.slice(1),n=e instanceof s.Group?this.groupingInfos[e.level].aggregators:[];return e instanceof s.Group?{selectable:!1,focusable:!1,cssClasses:\"slick-group\",columns:o.__spreadArrays([{formatter:u}],r.map(function(t){var e=t.field,r=t.formatter,o=n.find(function(t){return t.field_===e});if(o){var i=o.key;return{formatter:function(t,o,n,s,a){return r?r(t,o,a.totals[i][e],s,a):\"\"}}}return{}}))}:{}},e.prototype.collapseGroup=function(t){var e=t.split(this.groupingDelimiter).length-1;this.toggledGroupsByLevel[e][t]=!this.groupingInfos[e].collapsed,this.refresh()},e.prototype.expandGroup=function(t){var e=t.split(this.groupingDelimiter).length-1;this.toggledGroupsByLevel[e][t]=this.groupingInfos[e].collapsed,this.refresh()},e}(a.TableDataProvider);r.DataCubeProvider=c,c.__name__=\"DataCubeProvider\";var g=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(e,t),e.prototype.render=function(){var t,e,r={enableCellNavigation:!1!==this.model.selectable,enableColumnReorder:!1,forceFitColumns:this.model.fit_columns,multiColumnSort:!1,editable:this.model.editable,autoEdit:!1,rowHeight:this.model.row_height},o=this.model.columns.map(function(t){return t.toColumn()});o[0].formatter=(t=o[0].formatter,e=this.model.grouping.length,function(r,o,n,s,a){var u=i.span({class:\"slick-group-toggle\",style:{\"margin-left\":15*(e||0)+\"px\"}}),l=t?t(r,o,n,s,a):\"\"+n;return\"\"+u.outerHTML+(l&&l.replace(/^<div/,\"<span\").replace(/div>$/,\"span>\"))}),delete o[0].editor,this.data=new c(this.model.source,this.model.view,o,this.model.target),this.data.setGrouping(this.model.grouping),this.el.style.width=this.model.width+\"px\",this.grid=new s.Grid(this.el,this.data,o,r),this.grid.onClick.subscribe(l)},e}(a.DataTableView);r.DataCubeView=g,g.__name__=\"DataCubeView\";var f=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_DataCube=function(){this.prototype.default_view=g,this.define({grouping:[n.Array,[]],target:[n.Instance]})},e}(a.DataTable);r.DataCube=f,f.__name__=\"DataCube\",f.init_DataCube()},\n",
" }, 514, {\"models/widgets/tables/main\":514,\"models/widgets/tables/index\":515,\"models/widgets/tables/cell_editors\":516,\"models/widgets/tables/data_table\":517,\"models/widgets/tables/table_widget\":533,\"models/widgets/widget\":534,\"styles/widgets/tables\":535,\"styles/widgets/slickgrid\":536,\"models/widgets/tables/cell_formatters\":537,\"models/widgets/tables/table_column\":540,\"models/widgets/tables/row_aggregators\":541,\"models/widgets/tables/data_cube\":542}, {});\n",
" })\n",
"\n",
" //# sourceMappingURL=bokeh-tables.min.js.map\n",
"\n",
" /* END bokeh-tables.min.js */\n",
" },\n",
" \n",
" function(Bokeh) {\n",
" /* BEGIN bokeh-gl.min.js */\n",
" /*!\n",
" * Copyright (c) 2012 - 2019, Anaconda, Inc., and Bokeh Contributors\n",
" * All rights reserved.\n",
" * \n",
" * Redistribution and use in source and binary forms, with or without modification,\n",
" * are permitted provided that the following conditions are met:\n",
" * \n",
" * Redistributions of source code must retain the above copyright notice,\n",
" * this list of conditions and the following disclaimer.\n",
" * \n",
" * Redistributions in binary form must reproduce the above copyright notice,\n",
" * this list of conditions and the following disclaimer in the documentation\n",
" * and/or other materials provided with the distribution.\n",
" * \n",
" * Neither the name of Anaconda nor the names of any contributors\n",
" * may be used to endorse or promote products derived from this software\n",
" * without specific prior written permission.\n",
" * \n",
" * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n",
" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n",
" * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n",
" * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n",
" * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n",
" * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n",
" * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n",
" * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n",
" * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n",
" * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n",
" * THE POSSIBILITY OF SUCH DAMAGE.\n",
" */\n",
" (function(root, factory) {\n",
" factory(root[\"Bokeh\"]);\n",
" })(this, function(Bokeh) {\n",
" var define;\n",
" return (function(modules, entry, aliases, externals) {\n",
" if (Bokeh != null) {\n",
" return Bokeh.register_plugin(modules, entry, aliases, externals);\n",
" } else {\n",
" throw new Error(\"Cannot find Bokeh. You have to load it prior to loading plugins.\");\n",
" }\n",
" })\n",
" ({\n",
" 453: function _(n,c,f){n(454)},\n",
" 454: function _(n,o,r){\n",
" /*\n",
" Copyright notice: many of the awesome techniques and GLSL code contained in\n",
" this module are based on work by Nicolas Rougier as part of the Glumpy and\n",
" Vispy projects. The algorithms are published in\n",
" http://jcgt.org/published/0003/04/01/ and http://jcgt.org/published/0002/02/08/\n",
" \n",
" This module contains all gl-specific code to add gl support for the glyphs.\n",
" By implementing it separetely, the GL functionality can be spun off in a\n",
" separate library.\n",
" Other locations where we work with GL, or prepare for GL-rendering:\n",
" - canvas.ts\n",
" - plot.ts\n",
" - glyph.ts\n",
" - glyph_renderer.ts\n",
" */\n",
" function f(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}f(n(455)),f(n(460))},\n",
" 455: function _(t,e,s){var i=t(113),a=t(456),r=t(457),n=t(458),o=t(459),_=t(123),h=function(){function t(t){this._atlas={},this._index=0,this._width=256,this._height=256,this.tex=new a.Texture2D(t),this.tex.set_wrapping(t.REPEAT,t.REPEAT),this.tex.set_interpolation(t.NEAREST,t.NEAREST),this.tex.set_size([this._height,this._width],t.RGBA),this.tex.set_data([0,0],[this._height,this._width],new Uint8Array(this._height*this._width*4)),this.get_atlas_data([1])}return t.prototype.get_atlas_data=function(t){var e=t.join(\"-\");if(void 0===this._atlas[e]){var s=this.make_pattern(t),i=s[0],a=s[1];this.tex.set_data([this._index,0],[1,this._width],new Uint8Array(i.map(function(t){return t+10}))),this._atlas[e]=[this._index/this._height,a],this._index+=1}return this._atlas[e]},t.prototype.make_pattern=function(t){t.length>1&&t.length%2&&(t=t.concat(t));for(var e=0,s=0,i=t;s<i.length;s++){e+=i[s]}for(var a=[],r=0,n=0,o=t.length+2;n<o;n+=2){var _=Math.max(1e-4,t[n%t.length]),h=Math.max(1e-4,t[(n+1)%t.length]);a.push(r,r+_),r+=_+h}var l=this._width,g=new Float32Array(4*l);for(n=0,o=l;n<o;n++){for(var u=void 0,f=void 0,v=void 0,p=e*n/(l-1),d=0,c=1e16,b=0,x=a.length;b<x;b++){var y=Math.abs(a[b]-p);y<c&&(d=b,c=y)}d%2==0?(v=p<=a[d]?1:0,f=a[d],u=a[d+1]):(v=p>a[d]?-1:0,f=a[d-1],u=a[d]),g[4*n+0]=a[d],g[4*n+1]=v,g[4*n+2]=f,g[4*n+3]=u}return[g,e]},t}();h.__name__=\"DashAtlas\";var l={miter:0,round:1,bevel:2},g={\"\":0,none:0,\".\":0,round:1,\")\":1,\"(\":1,o:1,\"triangle in\":2,\"<\":2,\"triangle out\":3,\">\":3,square:4,\"[\":4,\"]\":4,\"=\":4,butt:5,\"|\":5},u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.init=function(){var t=this.gl;this._scale_aspect=0;var e=n.vertex_shader,s=o.fragment_shader;this.prog=new a.Program(t),this.prog.set_shaders(e,s),this.index_buffer=new a.IndexBuffer(t),this.vbo_position=new a.VertexBuffer(t),this.vbo_tangents=new a.VertexBuffer(t),this.vbo_segment=new a.VertexBuffer(t),this.vbo_angles=new a.VertexBuffer(t),this.vbo_texcoord=new a.VertexBuffer(t),this.dash_atlas=new h(t)},e.prototype.draw=function(t,e,s){var i=e.glglyph;if(i.data_changed){if(!isFinite(s.dx)||!isFinite(s.dy))return;i._baked_offset=[s.dx,s.dy],i._set_data(),i.data_changed=!1}this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);var a=s.sx,r=s.sy,n=Math.sqrt(a*a+r*r);a/=n,r/=n,Math.abs(this._scale_aspect-r/a)>Math.abs(.001*this._scale_aspect)&&(i._update_scale(a,r),this._scale_aspect=r/a),this.prog.set_attribute(\"a_position\",\"vec2\",i.vbo_position),this.prog.set_attribute(\"a_tangents\",\"vec4\",i.vbo_tangents),this.prog.set_attribute(\"a_segment\",\"vec2\",i.vbo_segment),this.prog.set_attribute(\"a_angles\",\"vec2\",i.vbo_angles),this.prog.set_attribute(\"a_texcoord\",\"vec2\",i.vbo_texcoord),this.prog.set_uniform(\"u_length\",\"float\",[i.cumsum]),this.prog.set_texture(\"u_dash_atlas\",this.dash_atlas.tex);var o=i._baked_offset;if(this.prog.set_uniform(\"u_pixel_ratio\",\"float\",[s.pixel_ratio]),this.prog.set_uniform(\"u_canvas_size\",\"vec2\",[s.width,s.height]),this.prog.set_uniform(\"u_offset\",\"vec2\",[s.dx-o[0],s.dy-o[1]]),this.prog.set_uniform(\"u_scale_aspect\",\"vec2\",[a,r]),this.prog.set_uniform(\"u_scale_length\",\"float\",[n]),this.I_triangles=i.I_triangles,this.I_triangles.length<65535)this.index_buffer.set_size(2*this.I_triangles.length),this.index_buffer.set_data(0,new Uint16Array(this.I_triangles)),this.prog.draw(this.gl.TRIANGLES,this.index_buffer);else{t=Array.from(this.I_triangles);for(var _=this.I_triangles.length,h=[],l=0,g=Math.ceil(_/64008);l<g;l++)h.push([]);for(l=0,g=t.length;l<g;l++){var u=t[l]%64008;h[f=Math.floor(t[l]/64008)].push(u)}var f=0;for(g=h.length;f<g;f++){var v=new Uint16Array(h[f]),p=64008*f*4;0!==v.length&&(this.prog.set_attribute(\"a_position\",\"vec2\",i.vbo_position,0,2*p),this.prog.set_attribute(\"a_tangents\",\"vec4\",i.vbo_tangents,0,4*p),this.prog.set_attribute(\"a_segment\",\"vec2\",i.vbo_segment,0,2*p),this.prog.set_attribute(\"a_angles\",\"vec2\",i.vbo_angles,0,2*p),this.prog.set_attribute(\"a_texcoord\",\"vec2\",i.vbo_texcoord,0,2*p),this.index_buffer.set_size(2*v.length),this.index_buffer.set_data(0,v),this.prog.draw(this.gl.TRIANGLES,this.index_buffer))}}},e.prototype._set_data=function(){this._bake(),this.vbo_position.set_size(4*this.V_position.length),this.vbo_position.set_data(0,this.V_position),this.vbo_tangents.set_size(4*this.V_tangents.length),this.vbo_tangents.set_data(0,this.V_tangents),this.vbo_angles.set_size(4*this.V_angles.length),this.vbo_angles.set_data(0,this.V_angles),this.vbo_texcoord.set_size(4*this.V_texcoord.length),this.vbo_texcoord.set_data(0,this.V_texcoord)},e.prototype._set_visuals=function(){var t,e=_.color2rgba(this.glyph.visuals.line.line_color.value(),this.glyph.visuals.line.line_alpha.value()),s=g[this.glyph.visuals.line.line_cap.value()],i=l[this.glyph.visuals.line.line_join.value()];this.prog.set_uniform(\"u_color\",\"vec4\",e),this.prog.set_uniform(\"u_linewidth\",\"float\",[this.glyph.visuals.line.line_width.value()]),this.prog.set_uniform(\"u_antialias\",\"float\",[.9]),this.prog.set_uniform(\"u_linecaps\",\"vec2\",[s,s]),this.prog.set_uniform(\"u_linejoin\",\"float\",[i]),this.prog.set_uniform(\"u_miter_limit\",\"float\",[10]);var a=this.glyph.visuals.line.line_dash.value(),r=0,n=1;a.length&&(r=(t=this.dash_atlas.get_atlas_data(a))[0],n=t[1]),this.prog.set_uniform(\"u_dash_index\",\"float\",[r]),this.prog.set_uniform(\"u_dash_phase\",\"float\",[this.glyph.visuals.line.line_dash_offset.value()]),this.prog.set_uniform(\"u_dash_period\",\"float\",[n]),this.prog.set_uniform(\"u_dash_caps\",\"vec2\",[s,s]),this.prog.set_uniform(\"u_closed\",\"float\",[0])},e.prototype._bake=function(){for(var t,e,s,i,a,r,n,o,_=this.nvertices,h=new Float64Array(this.glyph._x),l=new Float64Array(this.glyph._y),g=n=new Float32Array(2*_),u=new Float32Array(2*_),f=o=new Float32Array(4*_),v=0,p=_;v<p;v++)g[2*v+0]=h[v]+this._baked_offset[0],g[2*v+1]=l[v]+this._baked_offset[1];this.tangents=e=new Float32Array(2*_-2);for(v=0,p=_-1;v<p;v++)e[2*v+0]=n[2*(v+1)+0]-n[2*v+0],e[2*v+1]=n[2*(v+1)+1]-n[2*v+1];for(v=0,p=_-1;v<p;v++)f[4*(v+1)+0]=e[2*v+0],f[4*(v+1)+1]=e[2*v+1],f[4*v+2]=e[2*v+0],f[4*v+3]=e[2*v+1];f[0]=e[0],f[1]=e[1],f[4*(_-1)+2]=e[2*(_-2)+0],f[4*(_-1)+3]=e[2*(_-2)+1];var d=new Float32Array(_);for(v=0,p=_;v<p;v++)d[v]=Math.atan2(o[4*v+0]*o[4*v+3]-o[4*v+1]*o[4*v+2],o[4*v+0]*o[4*v+2]+o[4*v+1]*o[4*v+3]);for(v=0,p=_-1;v<p;v++)u[2*v+0]=d[v],u[2*v+1]=d[v+1];var c=4*_-4;this.V_position=i=new Float32Array(2*c),this.V_angles=s=new Float32Array(2*c),this.V_tangents=a=new Float32Array(4*c),this.V_texcoord=r=new Float32Array(2*c);for(v=0,p=_;v<p;v++)for(var b=0;b<4;b++){for(var x=0;x<2;x++)i[2*(4*v+b-2)+x]=g[2*v+x],s[2*(4*v+b)+x]=u[2*v+x];for(x=0;x<4;x++)a[4*(4*v+b-2)+x]=f[4*v+x]}for(v=0,p=_;v<p;v++)r[2*(4*v+0)+0]=-1,r[2*(4*v+1)+0]=-1,r[2*(4*v+2)+0]=1,r[2*(4*v+3)+0]=1,r[2*(4*v+0)+1]=-1,r[2*(4*v+1)+1]=1,r[2*(4*v+2)+1]=-1,r[2*(4*v+3)+1]=1;var y=6*(_-1);this.I_triangles=t=new Uint32Array(y);for(v=0,p=_;v<p;v++)t[6*v+0]=0+4*v,t[6*v+1]=1+4*v,t[6*v+2]=3+4*v,t[6*v+3]=2+4*v,t[6*v+4]=0+4*v,t[6*v+5]=3+4*v},e.prototype._update_scale=function(t,e){var s,i=this.nvertices,a=4*i-4,r=this.tangents,n=new Float32Array(i-1),o=new Float32Array(2*i);this.V_segment=s=new Float32Array(2*a);for(var _=0,h=i-1;_<h;_++)n[_]=Math.sqrt(Math.pow(r[2*_+0]*t,2)+Math.pow(r[2*_+1]*e,2));var l=0;for(_=0,h=i-1;_<h;_++)l+=n[_],o[2*(_+1)+0]=l,o[2*_+1]=l;for(_=0,h=i;_<h;_++)for(var g=0;g<4;g++)for(var u=0;u<2;u++)s[2*(4*_+g)+u]=o[2*_+u];this.cumsum=l,this.vbo_segment.set_size(4*this.V_segment.length),this.vbo_segment.set_data(0,this.V_segment)},e}(r.BaseGLGlyph);s.LineGLGlyph=u,u.__name__=\"LineGLGlyph\"},\n",
" 456: function _(t,e,r){var n,o,i,a,s,l,h,u,c,_=function(t,e){return Array.isArray(t)&&Array.isArray(e)?t.concat(e):t+e},f=function(t,e){if(null==e);else{if(Array.isArray(e)){for(var r=0;r<e.length;r++)if(p(t,e[r]))return!0;return!1}if(e.constructor===Object){for(var n in e)if(t==n)return!0;return!1}if(e.constructor==String)return e.indexOf(t)>=0}var o=Error(\"Not a container: \"+e);throw o.name=\"TypeError\",o},p=function t(e,r){if(null==e||null==r);else{if(Array.isArray(e)&&Array.isArray(r)){for(var n=0,o=e.length==r.length;o&&n<e.length;)o=t(e[n],r[n]),n+=1;return o}if(e.constructor===Object&&r.constructor===Object){var i=Object.keys(e),a=Object.keys(r);i.sort(),a.sort();var s;for(n=0,o=t(i,a);o&&n<i.length;)o=t(e[s=i[n]],r[s]),n+=1;return o}}return e==r},d=function(t,e){if(void 0===t||\"undefined\"!=typeof window&&window===t||\"undefined\"!=typeof global&&global===t)throw\"Class constructor is called as a function.\";for(var r in t)void 0!==Object[r]||\"function\"!=typeof t[r]||t[r].nobind||(t[r]=t[r].bind(t));t.__init__&&t.__init__.apply(t,e)},y=function(t,e){if((\"number\"==typeof t)+(\"number\"==typeof e)===1){if(t.constructor===String)return b.call(t,e);if(e.constructor===String)return b.call(e,t);if(Array.isArray(e)){var r=t;t=e,e=r}if(Array.isArray(t)){for(var n=[],o=0;o<e;o++)n=n.concat(t);return n}}return t*e},g=function(t){return null===t||\"object\"!=typeof t?t:void 0!==t.length?!!t.length&&t:void 0!==t.byteLength?!!t.byteLength&&t:t.constructor!==Object||!!Object.getOwnPropertyNames(t).length&&t},v=function(t){if(!Array.isArray(this))return this.append.apply(this,arguments);this.push(t)},m=function(t,e){return this.constructor!==Object?this.get.apply(this,arguments):void 0!==this[t]?this[t]:void 0!==e?e:null},x=function(t){if(!Array.isArray(this))return this.remove.apply(this,arguments);for(var e=0;e<this.length;e++)if(p(this[e],t))return void this.splice(e,1);var r=Error(t);throw r.name=\"ValueError\",r},b=function(t){if(this.repeat)return this.repeat(t);if(t<1)return\"\";for(var e=\"\",r=this.valueOf();t>1;)1&t&&(e+=r),t>>=1,r+=r;return e+r},E=function(t){return this.constructor!==String?this.startswith.apply(this,arguments):0==this.indexOf(t)};c=window.console,u=function(t,e){var r,n,o,i,a,s,l;for(e=void 0===e?\"periodic check\":e,i=[];n=t.getError(),!(p(n,t.NO_ERROR)||g(i)&&p(n,i[i.length-1]));)v.call(i,n);if(i.length){for(a=\"\",\"object\"!=typeof(s=i)||Array.isArray(s)||(s=Object.keys(s)),l=0;l<s.length;l+=1)r=s[l],a=_(a,r);throw(o=new Error(\"RuntimeError:OpenGL got errors (\"+e+\"): \"+a)).name=\"RuntimeError\",o}return null},(o=function(){d(this,arguments)}).prototype._base_class=Object,o.prototype._class_name=\"GlooObject\",o.prototype.__init__=function(t){if(this._gl=t,this.handle=null,this._create(),null===this.handle)throw\"AssertionError: this.handle !== null\";return null},o.prototype._create=function(){var t;throw(t=new Error(\"NotImplementedError:\")).name=\"NotImplementedError\",t},((a=function(){d(this,arguments)}).prototype=Object.create(o.prototype))._base_class=o.prototype,a.prototype._class_name=\"Program\",a.prototype.UTYPEMAP={float:\"uniform1fv\",vec2:\"uniform2fv\",vec3:\"uniform3fv\",vec4:\"uniform4fv\",int:\"uniform1iv\",ivec2:\"uniform2iv\",ivec3:\"uniform3iv\",ivec4:\"uniform4iv\",bool:\"uniform1iv\",bvec2:\"uniform2iv\",bvec3:\"uniform3iv\",bvec4:\"uniform4iv\",mat2:\"uniformMatrix2fv\",mat3:\"uniformMatrix3fv\",mat4:\"uniformMatrix4fv\",sampler1D:\"uniform1i\",sampler2D:\"uniform1i\",sampler3D:\"uniform1i\"},a.prototype.ATYPEMAP={float:\"vertexAttrib1f\",vec2:\"vertexAttrib2f\",vec3:\"vertexAttrib3f\",vec4:\"vertexAttrib4f\"},a.prototype.ATYPEINFO={float:[1,5126],vec2:[2,5126],vec3:[3,5126],vec4:[4,5126]},a.prototype._create=function(){return this.handle=this._gl.createProgram(),this.locations={},this._unset_variables=[],this._validated=!1,this._samplers={},this._attributes={},this._known_invalid=[],null},a.prototype.delete=function(){return this._gl.deleteProgram(this.handle),null},a.prototype.activate=function(){return this._gl.useProgram(this.handle),null},a.prototype.deactivate=function(){return this._gl.useProgram(0),null},a.prototype.set_shaders=function(t,e){var r,n,o,i,a,s,l,h,u,c,f,p,d;for(s=this._gl,this._linked=!1,f=[[t,d=s.createShader(s.VERTEX_SHADER),\"vertex\"],[e,a=s.createShader(s.FRAGMENT_SHADER),\"fragment\"]],h=0;h<2;h+=1)if(r=(c=f[h])[0],l=c[1],p=c[2],s.shaderSource(l,r),s.compileShader(l),u=s.getShaderParameter(l,s.COMPILE_STATUS),!g(u))throw i=s.getShaderInfoLog(l),(o=new Error(\"RuntimeError:\"+_(\"errors in \"+p+\" shader:\\n\",i))).name=\"RuntimeError\",o;if(s.attachShader(this.handle,d),s.attachShader(this.handle,a),s.linkProgram(this.handle),!g(s.getProgramParameter(this.handle,s.LINK_STATUS)))throw(n=new Error(\"RuntimeError:Program link error:\\n\"+s.getProgramInfoLog(this.handle))).name=\"RuntimeError\",n;return this._unset_variables=this._get_active_attributes_and_uniforms(),s.detachShader(this.handle,d),s.detachShader(this.handle,a),s.deleteShader(d),s.deleteShader(a),this._known_invalid=[],this._linked=!0,null},a.prototype._get_active_attributes_and_uniforms=function(){var t,e,r,n,o,i,a,s,l,h,u,c,f,p,d,y,m,x;for(s=this._gl,this.locations={},p=new window.RegExp(\"(\\\\w+)\\\\s*(\\\\[(\\\\d+)\\\\])\\\\s*\"),o=s.getProgramParameter(this.handle,s.ACTIVE_UNIFORMS),e=s.getProgramParameter(this.handle,s.ACTIVE_ATTRIBUTES),x=[],\"object\"!=typeof(y=[[t=[],e,s.getActiveAttrib,s.getAttribLocation],[x,o,s.getActiveUniform,s.getUniformLocation]])||Array.isArray(y)||(y=Object.keys(y)),m=0;m<y.length;m+=1)for(r=(d=y[m])[0],n=d[1],i=d[2],a=d[3],l=0;l<n;l+=1){if(c=(f=(h=i.call(s,this.handle,l)).name).match(p),g(c))for(f=c[1],u=0;u<h.size;u+=1)v.call(r,[f+\"[\"+u+\"]\",h.type]);else v.call(r,[f,h.type]);this.locations[f]=a.call(s,this.handle,f)}return _(function(){var e,r,n,o=[];for(\"object\"!=typeof(r=t)||Array.isArray(r)||(r=Object.keys(r)),n=0;n<r.length;n++)e=r[n],o.push(e[0]);return o}.apply(this),function(){var t,e,r,n=[];for(\"object\"!=typeof(e=x)||Array.isArray(e)||(e=Object.keys(e)),r=0;r<e.length;r++)t=e[r],n.push(t[0]);return n}.apply(this))},a.prototype.set_texture=function(t,e){var r,n,o;if(!g(this._linked))throw(r=new Error(\"RuntimeError:Cannot set uniform when program has no code\")).name=\"RuntimeError\",r;return n=m.call(this.locations,t,-1),g(n<0)?(f(t,this._known_invalid)||(v.call(this._known_invalid,t),c.log(\"Variable \"+t+\" is not an active texture\")),null):(f(t,this._unset_variables)&&x.call(this._unset_variables,t),this.activate(),o=function(){return\"function\"==typeof this.keys?this.keys.apply(this,arguments):Object.keys(this)}.call(this._samplers).length,f(t,this._samplers)&&(o=this._samplers[t][this._samplers[t].length-1]),this._samplers[t]=[e._target,e.handle,o],this._gl.uniform1i(n,o),null)},a.prototype.set_uniform=function(t,e,r){var n,o,i,a,s,l,h;if(!g(this._linked))throw(i=new Error(\"RuntimeError:Cannot set uniform when program has no code\")).name=\"RuntimeError\",i;if(s=m.call(this.locations,t,-1),g(s<0))return f(t,this._known_invalid)||(v.call(this._known_invalid,t),c.log(\"Variable \"+t+\" is not an active uniform\")),null;if(f(t,this._unset_variables)&&x.call(this._unset_variables,t),o=1,E.call(e,\"mat\")||(n=m.call({int:\"float\",bool:\"float\"},e,function(t){if(this.constructor!==String)return this.lstrip.apply(this,arguments);t=void 0===t?\" \\t\\r\\n\":t;for(var e=0;e<this.length;e++)if(t.indexOf(this[e])<0)return this.slice(e);return\"\"}.call(e,\"ib\")),o=Math.floor(r.length/this.ATYPEINFO[n][0])),g(o>1))for(l=0;l<o;l+=1)f(t+\"[\"+l+\"]\",this._unset_variables)&&f(h=t+\"[\"+l+\"]\",this._unset_variables)&&x.call(this._unset_variables,h);return a=this.UTYPEMAP[e],this.activate(),E.call(e,\"mat\")?this._gl[a](s,!1,r):this._gl[a](s,r),null},a.prototype.set_attribute=function(t,e,r,n,o){var i,a,s,l,u,_;if(n=void 0===n?0:n,o=void 0===o?0:o,!g(this._linked))throw(a=new Error(\"RuntimeError:Cannot set attribute when program has no code\")).name=\"RuntimeError\",a;return u=r instanceof h,l=m.call(this.locations,t,-1),g(l<0)?(f(t,this._known_invalid)||(v.call(this._known_invalid,t),g(u)&&g(o>0)||c.log(\"Variable \"+t+\" is not an active attribute\")),null):(f(t,this._unset_variables)&&x.call(this._unset_variables,t),this.activate(),g(u)?(s=\"vertexAttribPointer\",i=[(_=this.ATYPEINFO[e])[0],_[1],this._gl.FALSE,n,o],this._attributes[t]=[r.handle,l,s,i]):(s=this.ATYPEMAP[e],this._attributes[t]=[0,l,s,r]),null)},a.prototype._pre_draw=function(){var t,e,r,n,o,i,a,s,l,h,u,c;for(c in this.activate(),a=this._samplers)a.hasOwnProperty(c)&&(l=(i=c=a[c])[0],s=i[1],h=i[2],this._gl.activeTexture(_(this._gl.TEXTURE0,h)),this._gl.bindTexture(l,s));for(c in o=this._attributes)o.hasOwnProperty(c)&&(u=(n=c=o[c])[0],e=n[1],r=n[2],t=n[3],g(u)?(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,u),this._gl.enableVertexAttribArray(e),this._gl[r].apply(this._gl,[].concat([e],t))):(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,null),this._gl.disableVertexAttribArray(e),this._gl[r].apply(this._gl,[].concat([e],t))));return g(this._validated)||(this._validated=!0,this._validate()),null},a.prototype._validate=function(){var t;if(this._unset_variables.length&&c.log(\"Program has unset variables: \"+this._unset_variables),this._gl.validateProgram(this.handle),!g(this._gl.getProgramParameter(this.handle,this._gl.VALIDATE_STATUS)))throw c.log(this._gl.getProgramInfoLog(this.handle)),(t=new Error(\"RuntimeError:Program validation error\")).name=\"RuntimeError\",t;return null},a.prototype.draw=function(t,e){var r,n,o,a,s;if(!g(this._linked))throw(n=new Error(\"RuntimeError:Cannot draw program if code has not been set\")).name=\"RuntimeError\",n;return u(this._gl,\"before draw\"),g(e instanceof i)?(this._pre_draw(),e.activate(),r=e._buffer_size/2,a=this._gl.UNSIGNED_SHORT,this._gl.drawElements(t,r,a,0),e.deactivate()):(o=(s=e)[0],r=s[1],g(r)&&(this._pre_draw(),this._gl.drawArrays(t,o,r))),u(this._gl,\"after draw\"),null},((n=function(){d(this,arguments)}).prototype=Object.create(o.prototype))._base_class=o.prototype,n.prototype._class_name=\"Buffer\",n.prototype._target=null,n.prototype._usage=35048,n.prototype._create=function(){return this.handle=this._gl.createBuffer(),this._buffer_size=0,null},n.prototype.delete=function(){return this._gl.deleteBuffer(this.handle),null},n.prototype.activate=function(){return this._gl.bindBuffer(this._target,this.handle),null},n.prototype.deactivate=function(){return this._gl.bindBuffer(this._target,null),null},n.prototype.set_size=function(t){return p(t,this._buffer_size)||(this.activate(),this._gl.bufferData(this._target,t,this._usage),this._buffer_size=t),null},n.prototype.set_data=function(t,e){return this.activate(),this._gl.bufferSubData(this._target,t,e),null},(h=function(){d(this,arguments)}).prototype=Object.create(n.prototype),h.prototype._base_class=n.prototype,h.prototype._class_name=\"VertexBuffer\",h.prototype._target=34962,(i=function(){d(this,arguments)}).prototype=Object.create(n.prototype),i.prototype._base_class=n.prototype,i.prototype._class_name=\"IndexBuffer\",i.prototype._target=34963,((s=function(){d(this,arguments)}).prototype=Object.create(o.prototype))._base_class=o.prototype,s.prototype._class_name=\"Texture2D\",s.prototype._target=3553,s.prototype._types={Int8Array:5120,Uint8Array:5121,Int16Array:5122,Uint16Array:5123,Int32Array:5124,Uint32Array:5125,Float32Array:5126},s.prototype._create=function(){return this.handle=this._gl.createTexture(),this._shape_format=null,null},s.prototype.delete=function(){return this._gl.deleteTexture(this.handle),null},s.prototype.activate=function(){return this._gl.bindTexture(this._target,this.handle),null},s.prototype.deactivate=function(){return this._gl.bindTexture(this._target,0),null},s.prototype._get_alignment=function(t){var e,r,n;for(\"object\"!=typeof(r=[4,8,2,1])||Array.isArray(r)||(r=Object.keys(r)),n=0;n<r.length;n+=1)if(e=r[n],p(t%e,0))return e;return null},s.prototype.set_wrapping=function(t,e){return this.activate(),this._gl.texParameterf(this._target,this._gl.TEXTURE_WRAP_S,t),this._gl.texParameterf(this._target,this._gl.TEXTURE_WRAP_T,e),null},s.prototype.set_interpolation=function(t,e){return this.activate(),this._gl.texParameterf(this._target,this._gl.TEXTURE_MIN_FILTER,t),this._gl.texParameterf(this._target,this._gl.TEXTURE_MAG_FILTER,e),null},s.prototype.set_size=function(t,e){var r,n,o;return r=(n=t)[0],o=n[1],p([r,o,e],this._shape_format)||(this._shape_format=[r,o,e],this.activate(),this._gl.texImage2D(this._target,0,e,o,r,0,e,this._gl.UNSIGNED_BYTE,null)),this.u_shape=[r,o],null},s.prototype.set_data=function(t,e,r){var n,o,i,a,s,l,h,u,c,_;if(p(e.length,2)&&(e=[e[0],e[1],1]),this.activate(),i=this._shape_format[2],s=(l=e)[0],u=l[1],l[2],_=(h=t)[0],c=h[1],null===(a=m.call(this._types,r.constructor.name,null)))throw(o=new Error(\"ValueError:Type \"+r.constructor.name+\" not allowed for texture\")).name=\"ValueError\",o;return n=this._get_alignment(y(e[e.length-2],e[e.length-1])),p(n,4)||this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,n),this._gl.texSubImage2D(this._target,0,c,_,u,s,i,a,r),p(n,4)||this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,4),null},((l=function(){d(this,arguments)}).prototype=Object.create(s.prototype))._base_class=s.prototype,l.prototype._class_name=\"Texture3DLike\",l.prototype.GLSL_SAMPLE_NEAREST=\"\\n vec4 sample3D(sampler2D tex, vec3 texcoord, vec3 shape, vec2 tiles) {\\n shape.xyz = shape.zyx; // silly row-major convention\\n float nrows = tiles.y, ncols = tiles.x;\\n // Don't let adjacent frames be interpolated into this one\\n texcoord.x = min(texcoord.x * shape.x, shape.x - 0.5);\\n texcoord.x = max(0.5, texcoord.x) / shape.x;\\n texcoord.y = min(texcoord.y * shape.y, shape.y - 0.5);\\n texcoord.y = max(0.5, texcoord.y) / shape.y;\\n\\n float zindex = floor(texcoord.z * shape.z);\\n\\n // Do a lookup in the 2D texture\\n float u = (mod(zindex, ncols) + texcoord.x) / ncols;\\n float v = (floor(zindex / ncols) + texcoord.y) / nrows;\\n\\n return texture2D(tex, vec2(u,v));\\n }\\n \",l.prototype.GLSL_SAMPLE_LINEAR=\"\\n vec4 sample3D(sampler2D tex, vec3 texcoord, vec3 shape, vec2 tiles) {\\n shape.xyz = shape.zyx; // silly row-major convention\\n float nrows = tiles.y, ncols = tiles.x;\\n // Don't let adjacent frames be interpolated into this one\\n texcoord.x = min(texcoord.x * shape.x, shape.x - 0.5);\\n texcoord.x = max(0.5, texcoord.x) / shape.x;\\n texcoord.y = min(texcoord.y * shape.y, shape.y - 0.5);\\n texcoord.y = max(0.5, texcoord.y) / shape.y;\\n\\n float z = texcoord.z * shape.z;\\n float zindex1 = floor(z);\\n float u1 = (mod(zindex1, ncols) + texcoord.x) / ncols;\\n float v1 = (floor(zindex1 / ncols) + texcoord.y) / nrows;\\n\\n float zindex2 = zindex1 + 1.0;\\n float u2 = (mod(zindex2, ncols) + texcoord.x) / ncols;\\n float v2 = (floor(zindex2 / ncols) + texcoord.y) / nrows;\\n\\n vec4 s1 = texture2D(tex, vec2(u1, v1));\\n vec4 s2 = texture2D(tex, vec2(u2, v2));\\n\\n return s1 * (zindex2 - z) + s2 * (z - zindex1);\\n }\\n \",l.prototype._get_tile_info=function(t){var e,r,n,o;if(r=this._gl.getParameter(this._gl.MAX_TEXTURE_SIZE),o=Math.floor(r/t[1]),o=Math.min(o,t[0]),n=window.Math.ceil(t[0]/o),g(y(n,t[2])>r))throw(e=new Error(\"RuntimeError:Cannot fit 3D data with shape \"+t+\" onto simulated 2D texture.\")).name=\"RuntimeError\",e;return[o,n]},l.prototype.set_size=function(t,e){var r,n,o,i;return n=(i=this._get_tile_info(t))[0],r=i[1],o=[y(t[1],n),y(t[2],r)],l.prototype._base_class.set_size.call(this,o,e),this.u_shape=[t[0],t[1],t[2]],this.u_tiles=[r,n],null},l.prototype.set_data=function(t,e,r){var n,o,i,a,s,h,u,c,_,f,d,v;if(p(e.length,3)&&(e=[e[0],e[1],e[2],1]),!function(t){for(var e=0;e<t.length;e++)if(!g(t[e]))return!1;return!0}(function(){var e,r,n,o=[];for(\"object\"!=typeof(r=t)||Array.isArray(r)||(r=Object.keys(r)),n=0;n<r.length;n++)e=r[n],o.push(p(e,0));return o}.apply(this)))throw(i=new Error(\"ValueError:Texture3DLike does not support nonzero offset (for now)\")).name=\"ValueError\",i;if(s=(c=this._get_tile_info(e))[0],a=c[1],u=[y(e[1],s),y(e[2],a),e[3]],p(a,1))l.prototype._base_class.set_data.call(this,[0,0],u,r);else for(v=new(0,r.constructor)(y(y(u[0],u[1]),u[2])),l.prototype._base_class.set_data.call(this,[0,0],u,v),d=0;d<e[0];d+=1)h=(_=[Math.floor(d/a),d%a])[0],n=_[1],o=Math.floor(r.length/e[0]),f=r.slice(y(d,o),y(d+1,o)),l.prototype._base_class.set_data.call(this,[y(h,e[1]),y(n,e[2])],e.slice(1),f);return null},e.exports={Buffer:n,GlooObject:o,IndexBuffer:i,Program:a,Texture2D:s,Texture3DLike:l,VertexBuffer:h,check_error:u,console:c}},\n",
" 457: function _(e,t,a){var r=e(123),i=e(167),n=function(){function e(e,t){this.gl=e,this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.init()}return e.prototype.set_data_changed=function(e){e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0},e.prototype.set_visuals_changed=function(){this.visuals_changed=!0},e.prototype.render=function(e,t,a){var r,n=[0,1,2],s=n[0],h=n[1],o=n[2],l=1,c=1,_=this.glyph.renderer.map_to_screen([s*l,h*l,o*l],[s*c,h*c,o*c]),u=_[0],d=_[1];if(isNaN(u[0]+u[1]+u[2]+d[0]+d[1]+d[2]))return i.logger.warn(\"WebGL backend (\"+this.glyph.model.type+\"): falling back to canvas rendering\"),!1;if(l=100/Math.min(Math.max(Math.abs(u[1]-u[0]),1e-12),1e12),c=100/Math.min(Math.max(Math.abs(d[1]-d[0]),1e-12),1e12),u=(r=this.glyph.renderer.map_to_screen([s*l,h*l,o*l],[s*c,h*c,o*c]))[0],d=r[1],Math.abs(u[1]-u[0]-(u[2]-u[1]))>1e-6||Math.abs(d[1]-d[0]-(d[2]-d[1]))>1e-6)return i.logger.warn(\"WebGL backend (\"+this.glyph.model.type+\"): falling back to canvas rendering\"),!1;var v=[(u[1]-u[0])/l,(d[1]-d[0])/c],f=v[0],g=v[1],p=this.glyph.renderer.plot_view.gl.canvas,y=p.width,b=p.height,w={pixel_ratio:this.glyph.renderer.plot_view.canvas.pixel_ratio,width:y,height:b,dx:u[0]/f,dy:d[0]/g,sx:f,sy:g};return this.draw(t,a,w),!0},e}();function s(e,t){for(var a=new Float32Array(e),r=0,i=e;r<i;r++)a[r]=t;return a}function h(e,t){return void 0!==e[t].spec.value}a.BaseGLGlyph=n,n.__name__=\"BaseGLGlyph\",a.line_width=function(e){return e<2&&(e=Math.sqrt(2*e)),e},a.fill_array_with_float=s,a.fill_array_with_vec=function(e,t,a){for(var r=new Float32Array(e*t),i=0;i<e;i++)for(var n=0;n<t;n++)r[i*t+n]=a[n];return r},a.visual_prop_is_singular=h,a.attach_float=function(e,t,a,r,i,n){if(i.doit)if(h(i,n))t.used=!1,e.set_attribute(a,\"float\",i[n].value());else{t.used=!0;var s=new Float32Array(i.cache[n+\"_array\"]);t.set_size(4*r),t.set_data(0,s),e.set_attribute(a,\"float\",t)}else t.used=!1,e.set_attribute(a,\"float\",[0])},a.attach_color=function(e,t,a,i,n,o){var l,c=o+\"_color\",_=o+\"_alpha\";if(n.doit)if(h(n,c)&&h(n,_))t.used=!1,l=r.color2rgba(n[c].value(),n[_].value()),e.set_attribute(a,\"vec4\",l);else{var u=void 0,d=void 0;t.used=!0,d=h(n,c)?function(){for(var e=[],t=0,a=i;t<a;t++)e.push(n[c].value());return e}():n.cache[c+\"_array\"],u=h(n,_)?s(i,n[_].value()):n.cache[_+\"_array\"];for(var v=new Float32Array(4*i),f=0,g=i;f<g;f++){l=r.color2rgba(d[f],u[f]);for(var p=0;p<4;p++)v[4*f+p]=l[p]}t.set_size(4*i*4),t.set_data(0,v),e.set_attribute(a,\"vec4\",t)}else t.used=!1,e.set_attribute(a,\"vec4\",[0,0,0,0])}},\n",
" 458: function _(n,e,t){t.vertex_shader=\"\\nprecision mediump float;\\n\\nconst float PI = 3.14159265358979323846264;\\nconst float THETA = 15.0 * 3.14159265358979323846264/180.0;\\n\\nuniform float u_pixel_ratio;\\nuniform vec2 u_canvas_size, u_offset;\\nuniform vec2 u_scale_aspect;\\nuniform float u_scale_length;\\n\\nuniform vec4 u_color;\\nuniform float u_antialias;\\nuniform float u_length;\\nuniform float u_linewidth;\\nuniform float u_dash_index;\\nuniform float u_closed;\\n\\nattribute vec2 a_position;\\nattribute vec4 a_tangents;\\nattribute vec2 a_segment;\\nattribute vec2 a_angles;\\nattribute vec2 a_texcoord;\\n\\nvarying vec4 v_color;\\nvarying vec2 v_segment;\\nvarying vec2 v_angles;\\nvarying vec2 v_texcoord;\\nvarying vec2 v_miter;\\nvarying float v_length;\\nvarying float v_linewidth;\\n\\nfloat cross(in vec2 v1, in vec2 v2)\\n{\\n return v1.x*v2.y - v1.y*v2.x;\\n}\\n\\nfloat signed_distance(in vec2 v1, in vec2 v2, in vec2 v3)\\n{\\n return cross(v2-v1,v1-v3) / length(v2-v1);\\n}\\n\\nvoid rotate( in vec2 v, in float alpha, out vec2 result )\\n{\\n float c = cos(alpha);\\n float s = sin(alpha);\\n result = vec2( c*v.x - s*v.y,\\n s*v.x + c*v.y );\\n}\\n\\nvoid main()\\n{\\n bool closed = (u_closed > 0.0);\\n\\n // Attributes and uniforms to varyings\\n v_color = u_color;\\n v_linewidth = u_linewidth;\\n v_segment = a_segment * u_scale_length;\\n v_length = u_length * u_scale_length;\\n\\n // Scale to map to pixel coordinates. The original algorithm from the paper\\n // assumed isotropic scale. We obviously do not have this.\\n vec2 abs_scale_aspect = abs(u_scale_aspect);\\n vec2 abs_scale = u_scale_length * abs_scale_aspect;\\n\\n // Correct angles for aspect ratio\\n vec2 av;\\n av = vec2(1.0, tan(a_angles.x)) / abs_scale_aspect;\\n v_angles.x = atan(av.y, av.x);\\n av = vec2(1.0, tan(a_angles.y)) / abs_scale_aspect;\\n v_angles.y = atan(av.y, av.x);\\n\\n // Thickness below 1 pixel are represented using a 1 pixel thickness\\n // and a modified alpha\\n v_color.a = min(v_linewidth, v_color.a);\\n v_linewidth = max(v_linewidth, 1.0);\\n\\n // If color is fully transparent we just will discard the fragment anyway\\n if( v_color.a <= 0.0 ) {\\n gl_Position = vec4(0.0,0.0,0.0,1.0);\\n return;\\n }\\n\\n // This is the actual half width of the line\\n float w = ceil(u_antialias+v_linewidth)/2.0;\\n\\n vec2 position = (a_position + u_offset) * abs_scale;\\n\\n vec2 t1 = normalize(a_tangents.xy * abs_scale_aspect); // note the scaling for aspect ratio here\\n vec2 t2 = normalize(a_tangents.zw * abs_scale_aspect);\\n float u = a_texcoord.x;\\n float v = a_texcoord.y;\\n vec2 o1 = vec2( +t1.y, -t1.x);\\n vec2 o2 = vec2( +t2.y, -t2.x);\\n\\n // This is a join\\n // ----------------------------------------------------------------\\n if( t1 != t2 ) {\\n float angle = atan (t1.x*t2.y-t1.y*t2.x, t1.x*t2.x+t1.y*t2.y); // Angle needs recalculation for some reason\\n vec2 t = normalize(t1+t2);\\n vec2 o = vec2( + t.y, - t.x);\\n\\n if ( u_dash_index > 0.0 )\\n {\\n // Broken angle\\n // ----------------------------------------------------------------\\n if( (abs(angle) > THETA) ) {\\n position += v * w * o / cos(angle/2.0);\\n float s = sign(angle);\\n if( angle < 0.0 ) {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n if( v == 1.0 ) {\\n position -= 2.0 * w * t1 / sin(angle);\\n u -= 2.0 * w / sin(angle);\\n }\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n if( v == 1.0 ) {\\n position += 2.0 * w * t2 / sin(angle);\\n u += 2.0*w / sin(angle);\\n }\\n }\\n } else {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n if( v == -1.0 ) {\\n position += 2.0 * w * t1 / sin(angle);\\n u += 2.0 * w / sin(angle);\\n }\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n if( v == -1.0 ) {\\n position -= 2.0 * w * t2 / sin(angle);\\n u -= 2.0*w / sin(angle);\\n }\\n }\\n }\\n // Continuous angle\\n // ------------------------------------------------------------\\n } else {\\n position += v * w * o / cos(angle/2.0);\\n if( u == +1.0 ) u = v_segment.y;\\n else u = v_segment.x;\\n }\\n }\\n\\n // Solid line\\n // --------------------------------------------------------------------\\n else\\n {\\n position.xy += v * w * o / cos(angle/2.0);\\n if( angle < 0.0 ) {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n }\\n } else {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n }\\n }\\n }\\n\\n // This is a line start or end (t1 == t2)\\n // ------------------------------------------------------------------------\\n } else {\\n position += v * w * o1;\\n if( u == -1.0 ) {\\n u = v_segment.x - w;\\n position -= w * t1;\\n } else {\\n u = v_segment.y + w;\\n position += w * t2;\\n }\\n }\\n\\n // Miter distance\\n // ------------------------------------------------------------------------\\n vec2 t;\\n vec2 curr = a_position * abs_scale;\\n if( a_texcoord.x < 0.0 ) {\\n vec2 next = curr + t2*(v_segment.y-v_segment.x);\\n\\n rotate( t1, +v_angles.x/2.0, t);\\n v_miter.x = signed_distance(curr, curr+t, position);\\n\\n rotate( t2, +v_angles.y/2.0, t);\\n v_miter.y = signed_distance(next, next+t, position);\\n } else {\\n vec2 prev = curr - t1*(v_segment.y-v_segment.x);\\n\\n rotate( t1, -v_angles.x/2.0,t);\\n v_miter.x = signed_distance(prev, prev+t, position);\\n\\n rotate( t2, -v_angles.y/2.0,t);\\n v_miter.y = signed_distance(curr, curr+t, position);\\n }\\n\\n if (!closed && v_segment.x <= 0.0) {\\n v_miter.x = 1e10;\\n }\\n if (!closed && v_segment.y >= v_length)\\n {\\n v_miter.y = 1e10;\\n }\\n\\n v_texcoord = vec2( u, v*w );\\n\\n // Calculate position in device coordinates. Note that we\\n // already scaled with abs scale above.\\n vec2 normpos = position * sign(u_scale_aspect);\\n normpos += 0.5; // make up for Bokeh's offset\\n normpos /= u_canvas_size / u_pixel_ratio; // in 0..1\\n gl_Position = vec4(normpos*2.0-1.0, 0.0, 1.0);\\n gl_Position.y *= -1.0;\\n}\\n\"},\n",
" 459: function _(n,t,e){e.fragment_shader=\"\\nprecision mediump float;\\n\\nconst float PI = 3.14159265358979323846264;\\nconst float THETA = 15.0 * 3.14159265358979323846264/180.0;\\n\\nuniform sampler2D u_dash_atlas;\\n\\nuniform vec2 u_linecaps;\\nuniform float u_miter_limit;\\nuniform float u_linejoin;\\nuniform float u_antialias;\\nuniform float u_dash_phase;\\nuniform float u_dash_period;\\nuniform float u_dash_index;\\nuniform vec2 u_dash_caps;\\nuniform float u_closed;\\n\\nvarying vec4 v_color;\\nvarying vec2 v_segment;\\nvarying vec2 v_angles;\\nvarying vec2 v_texcoord;\\nvarying vec2 v_miter;\\nvarying float v_length;\\nvarying float v_linewidth;\\n\\n// Compute distance to cap ----------------------------------------------------\\nfloat cap( int type, float dx, float dy, float t, float linewidth )\\n{\\n float d = 0.0;\\n dx = abs(dx);\\n dy = abs(dy);\\n if (type == 0) discard; // None\\n else if (type == 1) d = sqrt(dx*dx+dy*dy); // Round\\n else if (type == 3) d = (dx+abs(dy)); // Triangle in\\n else if (type == 2) d = max(abs(dy),(t+dx-abs(dy))); // Triangle out\\n else if (type == 4) d = max(dx,dy); // Square\\n else if (type == 5) d = max(dx+t,dy); // Butt\\n return d;\\n}\\n\\n// Compute distance to join -------------------------------------------------\\nfloat join( in int type, in float d, in vec2 segment, in vec2 texcoord, in vec2 miter,\\n in float linewidth )\\n{\\n // texcoord.x is distance from start\\n // texcoord.y is distance from centerline\\n // segment.x and y indicate the limits (as for texcoord.x) for this segment\\n\\n float dx = texcoord.x;\\n\\n // Round join\\n if( type == 1 ) {\\n if (dx < segment.x) {\\n d = max(d,length( texcoord - vec2(segment.x,0.0)));\\n //d = length( texcoord - vec2(segment.x,0.0));\\n } else if (dx > segment.y) {\\n d = max(d,length( texcoord - vec2(segment.y,0.0)));\\n //d = length( texcoord - vec2(segment.y,0.0));\\n }\\n }\\n // Bevel join\\n else if ( type == 2 ) {\\n if (dx < segment.x) {\\n vec2 x = texcoord - vec2(segment.x,0.0);\\n d = max(d, max(abs(x.x), abs(x.y)));\\n\\n } else if (dx > segment.y) {\\n vec2 x = texcoord - vec2(segment.y,0.0);\\n d = max(d, max(abs(x.x), abs(x.y)));\\n }\\n /* Original code for bevel which does not work for us\\n if( (dx < segment.x) || (dx > segment.y) )\\n d = max(d, min(abs(x.x),abs(x.y)));\\n */\\n }\\n\\n return d;\\n}\\n\\nvoid main()\\n{\\n // If color is fully transparent we just discard the fragment\\n if( v_color.a <= 0.0 ) {\\n discard;\\n }\\n\\n // Test if dash pattern is the solid one (0)\\n bool solid = (u_dash_index == 0.0);\\n\\n // Test if path is closed\\n bool closed = (u_closed > 0.0);\\n\\n vec4 color = v_color;\\n float dx = v_texcoord.x;\\n float dy = v_texcoord.y;\\n float t = v_linewidth/2.0-u_antialias;\\n float width = 1.0; //v_linewidth; original code had dashes scale with line width, we do not\\n float d = 0.0;\\n\\n vec2 linecaps = u_linecaps;\\n vec2 dash_caps = u_dash_caps;\\n float line_start = 0.0;\\n float line_stop = v_length;\\n\\n // Apply miter limit; fragments too far into the miter are simply discarded\\n if( (dx < v_segment.x) || (dx > v_segment.y) ) {\\n float into_miter = max(v_segment.x - dx, dx - v_segment.y);\\n if (into_miter > u_miter_limit*v_linewidth/2.0)\\n discard;\\n }\\n\\n // Solid line --------------------------------------------------------------\\n if( solid ) {\\n d = abs(dy);\\n if( (!closed) && (dx < line_start) ) {\\n d = cap( int(u_linecaps.x), abs(dx), abs(dy), t, v_linewidth );\\n }\\n else if( (!closed) && (dx > line_stop) ) {\\n d = cap( int(u_linecaps.y), abs(dx)-line_stop, abs(dy), t, v_linewidth );\\n }\\n else {\\n d = join( int(u_linejoin), abs(dy), v_segment, v_texcoord, v_miter, v_linewidth );\\n }\\n\\n // Dash line --------------------------------------------------------------\\n } else {\\n float segment_start = v_segment.x;\\n float segment_stop = v_segment.y;\\n float segment_center= (segment_start+segment_stop)/2.0;\\n float freq = u_dash_period*width;\\n float u = mod( dx + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n float dash_center= tex.x * width;\\n float dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n float dash_start = dx - u + _start;\\n float dash_stop = dx - u + _stop;\\n\\n // Compute extents of the first dash (the one relative to v_segment.x)\\n // Note: this could be computed in the vertex shader\\n if( (dash_stop < segment_start) && (dash_caps.x != 5.0) ) {\\n float u = mod(segment_start + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n dash_center= tex.x * width;\\n //dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n dash_start = segment_start - u + _start;\\n dash_stop = segment_start - u + _stop;\\n }\\n\\n // Compute extents of the last dash (the one relatives to v_segment.y)\\n // Note: This could be computed in the vertex shader\\n else if( (dash_start > segment_stop) && (dash_caps.y != 5.0) ) {\\n float u = mod(segment_stop + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n dash_center= tex.x * width;\\n //dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n dash_start = segment_stop - u + _start;\\n dash_stop = segment_stop - u + _stop;\\n }\\n\\n // This test if the we are dealing with a discontinuous angle\\n bool discontinuous = ((dx < segment_center) && abs(v_angles.x) > THETA) ||\\n ((dx >= segment_center) && abs(v_angles.y) > THETA);\\n //if( dx < line_start) discontinuous = false;\\n //if( dx > line_stop) discontinuous = false;\\n\\n float d_join = join( int(u_linejoin), abs(dy),\\n v_segment, v_texcoord, v_miter, v_linewidth );\\n\\n // When path is closed, we do not have room for linecaps, so we make room\\n // by shortening the total length\\n if (closed) {\\n line_start += v_linewidth/2.0;\\n line_stop -= v_linewidth/2.0;\\n }\\n\\n // We also need to take antialias area into account\\n //line_start += u_antialias;\\n //line_stop -= u_antialias;\\n\\n // Check is dash stop is before line start\\n if( dash_stop <= line_start ) {\\n discard;\\n }\\n // Check is dash start is beyond line stop\\n if( dash_start >= line_stop ) {\\n discard;\\n }\\n\\n // Check if current dash start is beyond segment stop\\n if( discontinuous ) {\\n // Dash start is beyond segment, we discard\\n if( (dash_start > segment_stop) ) {\\n discard;\\n //gl_FragColor = vec4(1.0,0.0,0.0,.25); return;\\n }\\n\\n // Dash stop is before segment, we discard\\n if( (dash_stop < segment_start) ) {\\n discard; //gl_FragColor = vec4(0.0,1.0,0.0,.25); return;\\n }\\n\\n // Special case for round caps (nicer with this)\\n if( dash_caps.x == 1.0 ) {\\n if( (u > _stop) && (dash_stop > segment_stop ) && (abs(v_angles.y) < PI/2.0)) {\\n discard;\\n }\\n }\\n\\n // Special case for round caps (nicer with this)\\n if( dash_caps.y == 1.0 ) {\\n if( (u < _start) && (dash_start < segment_start ) && (abs(v_angles.x) < PI/2.0)) {\\n discard;\\n }\\n }\\n\\n // Special case for triangle caps (in & out) and square\\n // We make sure the cap stop at crossing frontier\\n if( (dash_caps.x != 1.0) && (dash_caps.x != 5.0) ) {\\n if( (dash_start < segment_start ) && (abs(v_angles.x) < PI/2.0) ) {\\n float a = v_angles.x/2.0;\\n float x = (segment_start-dx)*cos(a) - dy*sin(a);\\n float y = (segment_start-dx)*sin(a) + dy*cos(a);\\n if( x > 0.0 ) discard;\\n // We transform the cap into square to avoid holes\\n dash_caps.x = 4.0;\\n }\\n }\\n\\n // Special case for triangle caps (in & out) and square\\n // We make sure the cap stop at crossing frontier\\n if( (dash_caps.y != 1.0) && (dash_caps.y != 5.0) ) {\\n if( (dash_stop > segment_stop ) && (abs(v_angles.y) < PI/2.0) ) {\\n float a = v_angles.y/2.0;\\n float x = (dx-segment_stop)*cos(a) - dy*sin(a);\\n float y = (dx-segment_stop)*sin(a) + dy*cos(a);\\n if( x > 0.0 ) discard;\\n // We transform the caps into square to avoid holes\\n dash_caps.y = 4.0;\\n }\\n }\\n }\\n\\n // Line cap at start\\n if( (dx < line_start) && (dash_start < line_start) && (dash_stop > line_start) ) {\\n d = cap( int(linecaps.x), dx-line_start, dy, t, v_linewidth);\\n }\\n // Line cap at stop\\n else if( (dx > line_stop) && (dash_stop > line_stop) && (dash_start < line_stop) ) {\\n d = cap( int(linecaps.y), dx-line_stop, dy, t, v_linewidth);\\n }\\n // Dash cap left - dash_type = -1, 0 or 1, but there may be roundoff errors\\n else if( dash_type < -0.5 ) {\\n d = cap( int(dash_caps.y), abs(u-dash_center), dy, t, v_linewidth);\\n if( (dx > line_start) && (dx < line_stop) )\\n d = max(d,d_join);\\n }\\n // Dash cap right\\n else if( dash_type > 0.5 ) {\\n d = cap( int(dash_caps.x), abs(dash_center-u), dy, t, v_linewidth);\\n if( (dx > line_start) && (dx < line_stop) )\\n d = max(d,d_join);\\n }\\n // Dash body (plain)\\n else {// if( dash_type > -0.5 && dash_type < 0.5) {\\n d = abs(dy);\\n }\\n\\n // Line join\\n if( (dx > line_start) && (dx < line_stop)) {\\n if( (dx <= segment_start) && (dash_start <= segment_start)\\n && (dash_stop >= segment_start) ) {\\n d = d_join;\\n // Antialias at outer border\\n float angle = PI/2.+v_angles.x;\\n float f = abs( (segment_start - dx)*cos(angle) - dy*sin(angle));\\n d = max(f,d);\\n }\\n else if( (dx > segment_stop) && (dash_start <= segment_stop)\\n && (dash_stop >= segment_stop) ) {\\n d = d_join;\\n // Antialias at outer border\\n float angle = PI/2.+v_angles.y;\\n float f = abs((dx - segment_stop)*cos(angle) - dy*sin(angle));\\n d = max(f,d);\\n }\\n else if( dx < (segment_start - v_linewidth/2.)) {\\n discard;\\n }\\n else if( dx > (segment_stop + v_linewidth/2.)) {\\n discard;\\n }\\n }\\n else if( dx < (segment_start - v_linewidth/2.)) {\\n discard;\\n }\\n else if( dx > (segment_stop + v_linewidth/2.)) {\\n discard;\\n }\\n }\\n\\n // Distance to border ------------------------------------------------------\\n d = d - t;\\n if( d < 0.0 ) {\\n gl_FragColor = color;\\n } else {\\n d /= u_antialias;\\n gl_FragColor = vec4(color.rgb, exp(-d*d)*color.a);\\n }\\n}\\n\"},\n",
" 460: function _(t,e,s){var i=t(113),r=t(456),a=t(457),o=t(461),_=t(462),h=t(307),l=t(114),n=t(167),f=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.init=function(){var t=this.gl,e=o.vertex_shader,s=_.fragment_shader(this._marker_code);this.prog=new r.Program(t),this.prog.set_shaders(e,s),this.vbo_x=new r.VertexBuffer(t),this.prog.set_attribute(\"a_x\",\"float\",this.vbo_x),this.vbo_y=new r.VertexBuffer(t),this.prog.set_attribute(\"a_y\",\"float\",this.vbo_y),this.vbo_s=new r.VertexBuffer(t),this.prog.set_attribute(\"a_size\",\"float\",this.vbo_s),this.vbo_a=new r.VertexBuffer(t),this.prog.set_attribute(\"a_angle\",\"float\",this.vbo_a),this.vbo_linewidth=new r.VertexBuffer(t),this.vbo_fg_color=new r.VertexBuffer(t),this.vbo_bg_color=new r.VertexBuffer(t),this.index_buffer=new r.IndexBuffer(t)},e.prototype.draw=function(t,e,s){var i=e.glglyph,r=i.nvertices;if(i.data_changed){if(!isFinite(s.dx)||!isFinite(s.dy))return;i._baked_offset=[s.dx,s.dy],i._set_data(r),i.data_changed=!1}else this.glyph instanceof h.CircleView&&null!=this.glyph._radius&&(null==this.last_trans||s.sx!=this.last_trans.sx||s.sy!=this.last_trans.sy)&&(this.last_trans=s,this.vbo_s.set_data(0,new Float32Array(l.map(this.glyph.sradius,function(t){return 2*t}))));this.visuals_changed&&(this._set_visuals(r),this.visuals_changed=!1);var a=i._baked_offset;if(this.prog.set_uniform(\"u_pixel_ratio\",\"float\",[s.pixel_ratio]),this.prog.set_uniform(\"u_canvas_size\",\"vec2\",[s.width,s.height]),this.prog.set_uniform(\"u_offset\",\"vec2\",[s.dx-a[0],s.dy-a[1]]),this.prog.set_uniform(\"u_scale\",\"vec2\",[s.sx,s.sy]),this.prog.set_attribute(\"a_x\",\"float\",i.vbo_x),this.prog.set_attribute(\"a_y\",\"float\",i.vbo_y),this.prog.set_attribute(\"a_size\",\"float\",i.vbo_s),this.prog.set_attribute(\"a_angle\",\"float\",i.vbo_a),0!=t.length)if(t.length===r)this.prog.draw(this.gl.POINTS,[0,r]);else if(r<65535){var o=window.navigator.userAgent;o.indexOf(\"MSIE \")+o.indexOf(\"Trident/\")+o.indexOf(\"Edge/\")>0&&n.logger.warn(\"WebGL warning: IE is known to produce 1px sprites whith selections.\"),this.index_buffer.set_size(2*t.length),this.index_buffer.set_data(0,new Uint16Array(t)),this.prog.draw(this.gl.POINTS,this.index_buffer)}else{for(var _=[],f=0,u=Math.ceil(r/64e3);f<u;f++)_.push([]);for(f=0,u=t.length;f<u;f++){var g=t[f]%64e3;_[p=Math.floor(t[f]/64e3)].push(g)}var p=0;for(u=_.length;p<u;p++){var d=new Uint16Array(_[p]),b=64e3*p*4;0!==d.length&&(this.prog.set_attribute(\"a_x\",\"float\",i.vbo_x,0,b),this.prog.set_attribute(\"a_y\",\"float\",i.vbo_y,0,b),this.prog.set_attribute(\"a_size\",\"float\",i.vbo_s,0,b),this.prog.set_attribute(\"a_angle\",\"float\",i.vbo_a,0,b),this.vbo_linewidth.used&&this.prog.set_attribute(\"a_linewidth\",\"float\",this.vbo_linewidth,0,b),this.vbo_fg_color.used&&this.prog.set_attribute(\"a_fg_color\",\"vec4\",this.vbo_fg_color,0,4*b),this.vbo_bg_color.used&&this.prog.set_attribute(\"a_bg_color\",\"vec4\",this.vbo_bg_color,0,4*b),this.index_buffer.set_size(2*d.length),this.index_buffer.set_data(0,d),this.prog.draw(this.gl.POINTS,this.index_buffer))}}},e.prototype._set_data=function(t){var e=4*t;this.vbo_x.set_size(e),this.vbo_y.set_size(e),this.vbo_a.set_size(e),this.vbo_s.set_size(e);for(var s=new Float64Array(this.glyph._x),i=new Float64Array(this.glyph._y),r=0,a=t;r<a;r++)s[r]+=this._baked_offset[0],i[r]+=this._baked_offset[1];this.vbo_x.set_data(0,new Float32Array(s)),this.vbo_y.set_data(0,new Float32Array(i)),null!=this.glyph._angle&&this.vbo_a.set_data(0,new Float32Array(this.glyph._angle)),this.glyph instanceof h.CircleView&&null!=this.glyph._radius?this.vbo_s.set_data(0,new Float32Array(l.map(this.glyph.sradius,function(t){return 2*t}))):this.vbo_s.set_data(0,new Float32Array(this.glyph._size))},e.prototype._set_visuals=function(t){a.attach_float(this.prog,this.vbo_linewidth,\"a_linewidth\",t,this.glyph.visuals.line,\"line_width\"),a.attach_color(this.prog,this.vbo_fg_color,\"a_fg_color\",t,this.glyph.visuals.line,\"line\"),a.attach_color(this.prog,this.vbo_bg_color,\"a_bg_color\",t,this.glyph.visuals.fill,\"fill\"),this.prog.set_uniform(\"u_antialias\",\"float\",[.8])},e}(a.BaseGLGlyph);function u(t){return function(e){function s(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(s,e),Object.defineProperty(s.prototype,\"_marker_code\",{get:function(){return t},enumerable:!0,configurable:!0}),s}(f)}s.MarkerGLGlyph=f,f.__name__=\"MarkerGLGlyph\";var g=t(462);s.CircleGLGlyph=u(g.circle),s.SquareGLGlyph=u(g.square),s.DiamondGLGlyph=u(g.diamond),s.TriangleGLGlyph=u(g.triangle),s.InvertedTriangleGLGlyph=u(g.invertedtriangle),s.HexGLGlyph=u(g.hex),s.CrossGLGlyph=u(g.cross),s.CircleCrossGLGlyph=u(g.circlecross),s.SquareCrossGLGlyph=u(g.squarecross),s.DiamondCrossGLGlyph=u(g.diamondcross),s.XGLGlyph=u(g.x),s.CircleXGLGlyph=u(g.circlex),s.SquareXGLGlyph=u(g.squarex),s.AsteriskGLGlyph=u(g.asterisk)},\n",
" 461: function _(n,i,a){a.vertex_shader=\"\\nprecision mediump float;\\nconst float SQRT_2 = 1.4142135623730951;\\n//\\nuniform float u_pixel_ratio;\\nuniform vec2 u_canvas_size;\\nuniform vec2 u_offset;\\nuniform vec2 u_scale;\\nuniform float u_antialias;\\n//\\nattribute float a_x;\\nattribute float a_y;\\nattribute float a_size;\\nattribute float a_angle; // in radians\\nattribute float a_linewidth;\\nattribute vec4 a_fg_color;\\nattribute vec4 a_bg_color;\\n//\\nvarying float v_linewidth;\\nvarying float v_size;\\nvarying vec4 v_fg_color;\\nvarying vec4 v_bg_color;\\nvarying vec2 v_rotation;\\n\\nvoid main (void)\\n{\\n v_size = a_size * u_pixel_ratio;\\n v_linewidth = a_linewidth * u_pixel_ratio;\\n v_fg_color = a_fg_color;\\n v_bg_color = a_bg_color;\\n v_rotation = vec2(cos(-a_angle), sin(-a_angle));\\n // Calculate position - the -0.5 is to correct for canvas origin\\n vec2 pos = (vec2(a_x, a_y) + u_offset) * u_scale; // in pixels\\n pos += 0.5; // make up for Bokeh's offset\\n pos /= u_canvas_size / u_pixel_ratio; // in 0..1\\n gl_Position = vec4(pos*2.0-1.0, 0.0, 1.0);\\n gl_Position.y *= -1.0;\\n gl_PointSize = SQRT_2 * v_size + 2.0 * (v_linewidth + 1.5*u_antialias);\\n}\\n\"},\n",
" 462: function _(a,n,s){s.fragment_shader=function(a){return\"\\nprecision mediump float;\\nconst float SQRT_2 = 1.4142135623730951;\\nconst float PI = 3.14159265358979323846264;\\n//\\nuniform float u_antialias;\\n//\\nvarying vec4 v_fg_color;\\nvarying vec4 v_bg_color;\\nvarying float v_linewidth;\\nvarying float v_size;\\nvarying vec2 v_rotation;\\n\\n\"+a+\"\\n\\nvec4 outline(float distance, float linewidth, float antialias, vec4 fg_color, vec4 bg_color)\\n{\\n vec4 frag_color;\\n float t = linewidth/2.0 - antialias;\\n float signed_distance = distance;\\n float border_distance = abs(signed_distance) - t;\\n float alpha = border_distance/antialias;\\n alpha = exp(-alpha*alpha);\\n\\n // If fg alpha is zero, it probably means no outline. To avoid a dark outline\\n // shining through due to aa, we set the fg color to the bg color. Avoid if (i.e. branching).\\n float select = float(bool(fg_color.a));\\n fg_color.rgb = select * fg_color.rgb + (1.0 - select) * bg_color.rgb;\\n // Similarly, if we want a transparent bg\\n select = float(bool(bg_color.a));\\n bg_color.rgb = select * bg_color.rgb + (1.0 - select) * fg_color.rgb;\\n\\n if( border_distance < 0.0)\\n frag_color = fg_color;\\n else if( signed_distance < 0.0 ) {\\n frag_color = mix(bg_color, fg_color, sqrt(alpha));\\n } else {\\n if( abs(signed_distance) < (linewidth/2.0 + antialias) ) {\\n frag_color = vec4(fg_color.rgb, fg_color.a * alpha);\\n } else {\\n discard;\\n }\\n }\\n return frag_color;\\n}\\n\\nvoid main()\\n{\\n vec2 P = gl_PointCoord.xy - vec2(0.5, 0.5);\\n P = vec2(v_rotation.x*P.x - v_rotation.y*P.y,\\n v_rotation.y*P.x + v_rotation.x*P.y);\\n float point_size = SQRT_2*v_size + 2.0 * (v_linewidth + 1.5*u_antialias);\\n float distance = marker(P*point_size, v_size);\\n gl_FragColor = outline(distance, v_linewidth, u_antialias, v_fg_color, v_bg_color);\\n //gl_FragColor.rgb *= gl_FragColor.a; // pre-multiply alpha\\n}\\n\"},s.circle=\"\\nfloat marker(vec2 P, float size)\\n{\\n return length(P) - size/2.0;\\n}\\n\",s.square=\"\\nfloat marker(vec2 P, float size)\\n{\\n return max(abs(P.x), abs(P.y)) - size/2.0;\\n}\\n\",s.diamond=\"\\nfloat marker(vec2 P, float size)\\n{\\n float x = SQRT_2 / 2.0 * (P.x * 1.5 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.5 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / (2.0 * SQRT_2);\\n return r1 / SQRT_2;\\n}\\n\",s.hex=\"\\nfloat marker(vec2 P, float size)\\n{\\n vec2 q = abs(P);\\n return max(q.y * 0.57735 + q.x - 1.0 * size/2.0, q.y - 0.866 * size/2.0);\\n}\\n\",s.triangle=\"\\nfloat marker(vec2 P, float size)\\n{\\n P.y -= size * 0.3;\\n float x = SQRT_2 / 2.0 * (P.x * 1.7 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.7 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / 1.6;\\n float r2 = P.y;\\n return max(r1 / SQRT_2, r2); // Intersect diamond with rectangle\\n}\\n\",s.invertedtriangle=\"\\nfloat marker(vec2 P, float size)\\n{\\n P.y += size * 0.3;\\n float x = SQRT_2 / 2.0 * (P.x * 1.7 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.7 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / 1.6;\\n float r2 = - P.y;\\n return max(r1 / SQRT_2, r2); // Intersect diamond with rectangle\\n}\\n\",s.cross='\\nfloat marker(vec2 P, float size)\\n{\\n float square = max(abs(P.x), abs(P.y)) - size / 2.5; // 2.5 is a tweak\\n float cross = min(abs(P.x), abs(P.y)) - size / 100.0; // bit of \"width\" for aa\\n return max(square, cross);\\n}\\n',s.circlecross=\"\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float circle = length(P) - size/2.0;\\n float c1 = max(circle, s1);\\n float c2 = max(circle, s2);\\n float c3 = max(circle, s3);\\n float c4 = max(circle, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n\",s.squarecross=\"\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float square = max(abs(P.x), abs(P.y)) - size/2.0;\\n float c1 = max(square, s1);\\n float c2 = max(square, s2);\\n float c3 = max(square, s3);\\n float c4 = max(square, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n\",s.diamondcross=\"\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float x = SQRT_2 / 2.0 * (P.x * 1.5 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.5 + P.y);\\n float diamond = max(abs(x), abs(y)) - size / (2.0 * SQRT_2);\\n diamond /= SQRT_2;\\n float c1 = max(diamond, s1);\\n float c2 = max(diamond, s2);\\n float c3 = max(diamond, s3);\\n float c4 = max(diamond, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n\",s.x='\\nfloat marker(vec2 P, float size)\\n{\\n float circle = length(P) - size / 1.6;\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n return max(circle, X);\\n}\\n',s.circlex='\\nfloat marker(vec2 P, float size)\\n{\\n float x = P.x - P.y;\\n float y = P.x + P.y;\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(x - qs), abs(y - qs)) - qs;\\n float s2 = max(abs(x + qs), abs(y - qs)) - qs;\\n float s3 = max(abs(x - qs), abs(y + qs)) - qs;\\n float s4 = max(abs(x + qs), abs(y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float circle = length(P) - size/2.0;\\n float c1 = max(circle, s1);\\n float c2 = max(circle, s2);\\n float c3 = max(circle, s3);\\n float c4 = max(circle, s4);\\n // Union\\n float almost = min(min(min(c1, c2), c3), c4);\\n // In this case, the X is also outside of the main shape\\n float Xmask = length(P) - size / 1.6; // a circle\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n return min(max(X, Xmask), almost);\\n}\\n',s.squarex=\"\\nfloat marker(vec2 P, float size)\\n{\\n float x = P.x - P.y;\\n float y = P.x + P.y;\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(x - qs), abs(y - qs)) - qs;\\n float s2 = max(abs(x + qs), abs(y - qs)) - qs;\\n float s3 = max(abs(x - qs), abs(y + qs)) - qs;\\n float s4 = max(abs(x + qs), abs(y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float square = max(abs(P.x), abs(P.y)) - size/2.0;\\n float c1 = max(square, s1);\\n float c2 = max(square, s2);\\n float c3 = max(square, s3);\\n float c4 = max(square, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n\",s.asterisk='\\nfloat marker(vec2 P, float size)\\n{\\n // Masks\\n float diamond = max(abs(SQRT_2 / 2.0 * (P.x - P.y)), abs(SQRT_2 / 2.0 * (P.x + P.y))) - size / (2.0 * SQRT_2);\\n float square = max(abs(P.x), abs(P.y)) - size / (2.0 * SQRT_2);\\n // Shapes\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n float cross = min(abs(P.x), abs(P.y)) - size / 100.0; // bit of \"width\" for aa\\n // Result is union of masked shapes\\n return min(max(X, diamond), max(cross, square));\\n}\\n'},\n",
" }, 453, {\"models/glyphs/webgl/main\":453,\"models/glyphs/webgl/index\":454,\"models/glyphs/webgl/line\":455,\"models/glyphs/webgl/base\":457,\"models/glyphs/webgl/line.vert\":458,\"models/glyphs/webgl/line.frag\":459,\"models/glyphs/webgl/markers\":460,\"models/glyphs/webgl/markers.vert\":461,\"models/glyphs/webgl/markers.frag\":462}, {});\n",
" })\n",
"\n",
" //# sourceMappingURL=bokeh-gl.min.js.map\n",
"\n",
" /* END bokeh-gl.min.js */\n",
" },\n",
" \n",
" function(Bokeh) {\n",
" Bokeh.set_log_level(\"info\");\n",
" },\n",
" function(Bokeh) {\n",
" \n",
" \n",
" }\n",
" ];\n",
"\n",
" function run_inline_js() {\n",
" \n",
" if (root.Bokeh !== undefined || force === true) {\n",
" \n",
" for (var i = 0; i < inline_js.length; i++) {\n",
" inline_js[i].call(root, root.Bokeh);\n",
" }\n",
" } else if (Date.now() < root._bokeh_timeout) {\n",
" setTimeout(run_inline_js, 100);\n",
" } else if (!root._bokeh_failed_load) {\n",
" console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
" root._bokeh_failed_load = true;\n",
" } else if (force !== true) {\n",
" var cell = $(document.getElementById(null)).parents('.cell').data().cell;\n",
" cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
" }\n",
"\n",
" }\n",
"\n",
" if (root._bokeh_is_loading === 0) {\n",
" console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
" run_inline_js();\n",
" } else {\n",
" load_libs(css_urls, js_urls, function() {\n",
" console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
" run_inline_js();\n",
" });\n",
" }\n",
"}(window));"
],
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Possible fixes:\\n\"+\n \"</p>\\n\"+\n \"<ul>\\n\"+\n \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n \"<li>use INLINE resources instead, as so:</li>\\n\"+\n \"</ul>\\n\"+\n \"<code>\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"</code>\\n\"+\n \"</div>\"}};\n\n function display_loaded() {\n var el = document.getElementById(null);\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n \n var js_urls = [];\n var css_urls = [];\n \n\n var inline_js = [\n function(Bokeh) {\n /* BEGIN bokeh.min.js */\n /*!\n * Copyright (c) 2012 - 2019, Anaconda, Inc., and Bokeh Contributors\n * All rights reserved.\n * \n * Redistribution and use in source and binary forms, with or without modification,\n * are permitted provided that the following conditions are met:\n * \n * Redistributions of source code must retain the above copyright notice,\n * this list of conditions and the following disclaimer.\n * \n * Redistributions in binary form must reproduce the above copyright notice,\n * this list of conditions and the following disclaimer in the documentation\n * and/or other materials provided with the distribution.\n * \n * Neither the name of Anaconda nor the names of any contributors\n * may be used to endorse or promote products derived from this software\n * without specific prior written permission.\n * \n * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n * THE POSSIBILITY OF SUCH DAMAGE.\n */\n (function(root, factory) {\n root[\"Bokeh\"] = factory();\n })(this, function() {\n var define;\n var parent_require = typeof require === \"function\" && require\n return (function(modules, entry, aliases, externals) {\n if (aliases === undefined) aliases = {};\n if (externals === undefined) externals = {};\n\n var cache = {};\n\n var normalize = function(name) {\n if (typeof name === \"number\")\n return name;\n\n if (name === \"bokehjs\")\n 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s=i[r];e.add_root(s)}e.set_title(this._title)},e.prototype._push_all_models_freeze=function(){this._all_models_freeze_count+=1},e.prototype._pop_all_models_freeze=function(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()},e.prototype._invalidate_all_models=function(){i.logger.debug(\"invalidating document models\"),0===this._all_models_freeze_count&&this._recompute_all_models()},e.prototype._recompute_all_models=function(){for(var e=new u.Set,t=0,n=this._roots;t<n.length;t++){var o=n[t];e=e.union(o.references())}for(var r=new u.Set(h.values(this._all_models)),i=r.diff(e),s=e.diff(r),a={},_=0,l=e.values;_<l.length;_++){var c=l[_];a[c.id]=c}for(var d=0,f=i.values;d<f.length;d++){var v=f[d];v.detach_document(),v instanceof g.Model&&null!=v.name&&this._all_models_by_name.remove_value(v.name,v)}for(var m=0,p=s.values;m<p.length;m++){var y=p[m];y.attach_document(this),y instanceof g.Model&&null!=y.name&&this._all_models_by_name.add_value(y.name,y)}this._all_models=a},e.prototype.roots=function(){return this._roots},e.prototype.add_root=function(e,t){if(i.logger.debug(\"Adding root: \"+e),!d.includes(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new y.RootAddedEvent(this,e,t))}},e.prototype.remove_root=function(e,t){var n=this._roots.indexOf(e);if(!(n<0)){this._push_all_models_freeze();try{this._roots.splice(n,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new y.RootRemovedEvent(this,e,t))}},e.prototype.title=function(){return this._title},e.prototype.set_title=function(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new y.TitleChangedEvent(this,e,t)))},e.prototype.get_model_by_id=function(e){return e in this._all_models?this._all_models[e]:null},e.prototype.get_model_by_name=function(e){return this._all_models_by_name.get_one(e,\"Multiple models are named '\"+e+\"'\")},e.prototype.on_change=function(e){d.includes(this._callbacks,e)||this._callbacks.push(e)},e.prototype.remove_on_change=function(e){var t=this._callbacks.indexOf(e);t>=0&&this._callbacks.splice(t,1)},e.prototype._trigger_on_change=function(e){for(var t=0,n=this._callbacks;t<n.length;t++){(0,n[t])(e)}},e.prototype._notify_change=function(e,t,n,o,r){\"name\"===t&&(this._all_models_by_name.remove_value(n,e),null!=o&&this._all_models_by_name.add_value(o,e));var i=null!=r?r.setter_id:void 0,s=null!=r?r.hint:void 0;this._trigger_on_change(new y.ModelChangedEvent(this,e,t,n,o,i,s))},e._references_json=function(e,t){void 0===t&&(t=!0);for(var n=[],o=0,r=e;o<r.length;o++){var i=r[o],s=i.ref();s.attributes=i.attributes_as_json(t),delete s.attributes.id,n.push(s)}return n},e._instantiate_object=function(e,t,n){var r=Object.assign(Object.assign({},n),{id:e,__deferred__:!0});return new(o.Models(t))(r)},e._instantiate_references_json=function(t,n){for(var o={},r=0,i=t;r<i.length;r++){var s=i[r],a=s.id,_=s.type,l=s.attributes||{},c=void 0;a in n?c=n[a]:(c=e._instantiate_object(a,_,l),null!=s.subtype&&c.set_subtype(s.subtype)),o[c.id]=c}return o},e._resolve_refs=function(e,t,n){function o(e){if(l.is_ref(e)){if(e.id in t)return t[e.id];if(e.id in n)return n[e.id];throw new Error(\"reference \"+JSON.stringify(e)+\" isn't known (not in Document?)\")}return v.isArray(e)?function(e){for(var t=[],n=0,r=e;n<r.length;n++){var i=r[n];t.push(o(i))}return t}(e):v.isPlainObject(e)?function(e){var t={};for(var n in e){var r=e[n];t[n]=o(r)}return t}(e):e}return o(e)},e._initialize_references_json=function(t,n,o){for(var r={},i=0,s=t;i<s.length;i++){var _=s[i],l=_.id,c=_.attributes,u=!(l in n),d=u?o[l]:n[l],h=e._resolve_refs(c,n,o);r[d.id]=[d,h,u]}function f(e,t){var n={};function o(r){if(r instanceof a.HasProps){if(!(r.id in n)&&r.id in e){n[r.id]=!0;var i=e[r.id],s=i[1],_=i[2];for(var l in s){o(s[l])}t(r,s,_)}}else if(v.isArray(r))for(var c=0,u=r;c<u.length;c++){o(u[c])}else if(v.isPlainObject(r))for(var d in r){o(r[d])}}for(var r in e){o(e[r][0])}}f(r,function(e,t,n){n&&e.setv(t,{silent:!0})}),f(r,function(e,t,n){n&&e.finalize()})},e._event_for_attribute_change=function(e,t,n,o,r){if(o.get_model_by_id(e.id).attribute_is_serializable(t)){var i={kind:\"ModelChanged\",model:{id:e.id,type:e.type},attr:t,new:n};return a.HasProps._json_record_references(o,n,r,!0),i}return null},e._events_to_sync_objects=function(t,n,o,r){for(var s=Object.keys(t.attributes),a=Object.keys(n.attributes),_=d.difference(s,a),l=d.difference(a,s),c=d.intersection(s,a),u=[],h=0,v=_;h<v.length;h++){var m=v[h];i.logger.warn(\"Server sent key \"+m+\" but we don't seem to have it in our JSON\")}for(var p=0,g=l;p<g.length;p++){m=g[p];var y=n.attributes[m];u.push(e._event_for_attribute_change(t,m,y,o,r))}for(var w=0,b=c;w<b.length;w++){m=b[w];var j=t.attributes[m];y=n.attributes[m];null==j&&null==y||(null==j||null==y?u.push(e._event_for_attribute_change(t,m,y,o,r)):f.isEqual(j,y)||u.push(e._event_for_attribute_change(t,m,y,o,r)))}return u.filter(function(e){return null!=e})},e._compute_patch_since_json=function(t,n){var o=n.to_json(!1);function r(e){for(var t={},n=0,o=e.roots.references;n<o.length;n++){var r=o[n];t[r.id]=r}return t}for(var i=r(t),s={},a=[],_=0,l=t.roots.root_ids;_<l.length;_++){s[p=l[_]]=i[p],a.push(p)}for(var c=r(o),u={},f=[],v=0,m=o.roots.root_ids;v<m.length;v++){var p;u[p=m[v]]=c[p],f.push(p)}if(a.sort(),f.sort(),d.difference(a,f).length>0||d.difference(f,a).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");var g={},y=[];for(var w in n._all_models)if(w in i){var b=e._events_to_sync_objects(i[w],c[w],n,g);y=y.concat(b)}return{references:e._references_json(h.values(g),!1),events:y}},e.prototype.to_json_string=function(e){return void 0===e&&(e=!0),JSON.stringify(this.to_json(e))},e.prototype.to_json=function(t){void 0===t&&(t=!0);var n=this._roots.map(function(e){return e.id}),o=h.values(this._all_models);return{version:r.version,title:this._title,roots:{root_ids:n,references:e._references_json(o,t)}}},e.from_json_string=function(t){var n=JSON.parse(t);return e.from_json(n)},e.from_json=function(t){i.logger.debug(\"Creating Document from JSON\");var n=t.version,o=-1!==n.indexOf(\"+\")||-1!==n.indexOf(\"-\"),s=\"Library versions: JS (\"+r.version+\") / Python (\"+n+\")\";o||r.version===n?i.logger.debug(s):(i.logger.warn(\"JS/Python version mismatch\"),i.logger.warn(s));var a=t.roots,_=a.root_ids,l=a.references,c=e._instantiate_references_json(l,{});e._initialize_references_json(l,{},c);for(var u=new e,d=0,h=_;d<h.length;d++){var f=h[d];u.add_root(c[f])}return u.set_title(t.title),u},e.prototype.replace_with_json=function(t){e.from_json(t).destructively_move(this)},e.prototype.create_json_patch_string=function(e){return JSON.stringify(this.create_json_patch(e))},e.prototype.create_json_patch=function(t){for(var n={},o=[],r=0,s=t;r<s.length;r++){var a=s[r];if(a.document!==this)throw i.logger.warn(\"Cannot create a patch using events from a different document, event had \",a.document,\" we are \",this),new Error(\"Cannot create a patch using events from a different document\");o.push(a.json(n))}return{events:o,references:e._references_json(h.values(n))}},e.prototype.apply_json_patch=function(t,n,o){var r;void 0===n&&(n=[]);for(var s=t.references,a=t.events,_=e._instantiate_references_json(s,this._all_models),l=0,u=a;l<u.length;l++){switch((w=u[l]).kind){case\"RootAdded\":case\"RootRemoved\":case\"ModelChanged\":var d=w.model.id;if(d in this._all_models)_[d]=this._all_models[d];else if(!(d in _))throw i.logger.warn(\"Got an event for unknown model \",w.model),new Error(\"event model wasn't known\")}}var h={},f={};for(var v in _){var m=_[v];v in this._all_models?h[v]=m:f[v]=m}e._initialize_references_json(s,h,f);for(var g=0,y=a;g<y.length;g++){var w;switch((w=y[g]).kind){case\"ModelChanged\":var b=w.model.id;if(!(b in this._all_models))throw new Error(\"Cannot apply patch to \"+b+\" which is not in the document\");var j=this._all_models[b],k=w.attr,E=w.model.type;if(\"data\"===k&&\"ColumnDataSource\"===E){var C=c.decode_column_data(w.new,n),O=C[0],S=C[1];j.setv({_shapes:S,data:O},{setter_id:o})}else{m=e._resolve_refs(w.new,h,f);j.setv(((r={})[k]=m,r),{setter_id:o})}break;case\"ColumnDataChanged\":if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot stream to \"+J+\" which is not in the document\");var D=this._all_models[J],z=c.decode_column_data(w.new,n);O=z[0],S=z[1];if(null!=w.cols){for(var M in D.data)M in O||(O[M]=D.data[M]);for(var M in D._shapes)M in S||(S[M]=D._shapes[M])}D.setv({_shapes:S,data:O},{setter_id:o,check_eq:!1});break;case\"ColumnsStreamed\":if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot stream to \"+J+\" which is not in the document\");if(!((D=this._all_models[J])instanceof p.ColumnDataSource))throw new Error(\"Cannot stream to non-ColumnDataSource\");O=w.data;var A=w.rollover;D.stream(O,A,o);break;case\"ColumnsPatched\":var J;if(!((J=w.column_source.id)in this._all_models))throw new Error(\"Cannot patch \"+J+\" which is not in the document\");if(!((D=this._all_models[J])instanceof p.ColumnDataSource))throw new Error(\"Cannot patch non-ColumnDataSource\");var P=w.patches;D.patch(P,o);break;case\"RootAdded\":var R=_[w.model.id];this.add_root(R,o);break;case\"RootRemoved\":R=_[w.model.id];this.remove_root(R,o);break;case\"TitleChanged\":this.set_title(w.title,o);break;default:throw new Error(\"Unknown patch event \"+JSON.stringify(w))}}},e}();n.Document=b,b.__name__=\"Document\"},\n function 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Corporation. 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l=r.signal.sender;r.signal=null,h(a.get(l))}h(t)}},n.disconnectAll=function(n){var t=a.get(n);if(null!=t&&0!==t.length){for(var e=0,i=t;e<i.length;e++)i[e].signal=null;h(t)}var r=s.get(n);if(null!=r&&0!==r.length){for(var l=0,o=r;l<o.length;l++)o[l].signal=null;h(r)}}}(u=e.Signal||(e.Signal={})),e.Signalable=function(n){return null!=n?function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(t,n),t.prototype.connect=function(n,t){return n.connect(t,this)},t.prototype.disconnect=function(n,t){return n.disconnect(t,this)},t}(n):function(){function n(){}return n.prototype.connect=function(n,t){return n.connect(t,this)},n.prototype.disconnect=function(n,t){return n.disconnect(t,this)},n}()},function(n){n.connect=function(n,t){return n.connect(t,this)},n.disconnect=function(n,t){return n.disconnect(t,this)}}(e._Signalable||(e._Signalable={}));var a=new WeakMap,s=new WeakMap;function f(n,t,e,i){return o.find(n,function(n){return n.signal===t&&n.slot===e&&n.context===i})}var g=new r.Set;function h(n){0===g.size&&l.defer(v),g.add(n)}function v(){g.forEach(function(n){o.remove_by(n,function(n){return null==n.signal})}),g.clear()}},\n function _(t,n,e){var r=t(110),i=t(118),o=t(109),s=function(){function t(){this._dict={}}return t.prototype._existing=function(t){return t in this._dict?this._dict[t]:null},t.prototype.add_value=function(t,n){var e=this._existing(t);null==e?this._dict[t]=n:o.isArray(e)?e.push(n):this._dict[t]=[e,n]},t.prototype.remove_value=function(t,n){var e=this._existing(t);if(o.isArray(e)){var s=r.difference(e,[n]);s.length>0?this._dict[t]=s:delete this._dict[t]}else i.isEqual(e,n)&&delete this._dict[t]},t.prototype.get_one=function(t,n){var e=this._existing(t);if(o.isArray(e)){if(1===e.length)return e[0];throw new Error(n)}return e},t}();e.MultiDict=s,s.__name__=\"MultiDict\";var a=function(){function t(n){if(null==n)this._values=[];else if(n instanceof 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t=[],n=0;n<this.nrows;n++)for(var e=0;e<this.ncols;e++){var r=this._matrix[n][e];t.push([r,n,e])}return t},t.from=function(n){return n instanceof t?n:new t(n.length,r.min(n.map(function(t){return t.length})),function(t,e){return n[t][e]})},t}();e.Matrix=u,u.__name__=\"Matrix\"},\n function _(t,r,e){var n=t(109),o=Object.prototype.toString;e.isEqual=function(t,r){return function t(r,e,c,u){if(r===e)return 0!==r||1/r==1/e;if(null==r||null==e)return r===e;var i=o.call(r);if(i!==o.call(e))return!1;switch(i){case\"[object RegExp]\":case\"[object String]\":return\"\"+r==\"\"+e;case\"[object Number]\":return+r!=+r?+e!=+e:0==+r?1/+r==1/e:+r==+e;case\"[object Date]\":case\"[object Boolean]\":return+r==+e}var f=\"[object Array]\"===i;if(!f){if(\"object\"!=typeof r||\"object\"!=typeof e)return!1;var s=r.constructor,a=e.constructor;if(s!==a&&!(n.isFunction(s)&&s instanceof s&&n.isFunction(a)&&a instanceof a)&&\"constructor\"in r&&\"constructor\"in e)return!1}u=u||[];for(var l=(c=c||[]).length;l--;)if(c[l]===r)return u[l]===e;if(c.push(r),u.push(e),f){if((l=r.length)!==e.length)return!1;for(;l--;)if(!t(r[l],e[l],c,u))return!1}else{var b=Object.keys(r),p=void 0;if(l=b.length,Object.keys(e).length!==l)return!1;for(;l--;)if(p=b[l],!e.hasOwnProperty(p)||!t(r[p],e[p],c,u))return!1}return c.pop(),u.pop(),!0}(t,r)}},\n function _(n,t,e){e.delay=function(n,t){return setTimeout(n,t)};var r=\"function\"==typeof requestAnimationFrame?requestAnimationFrame:setImmediate;e.defer=function(n){return r(n)},e.throttle=function(n,t,e){var r,u,i;void 0===e&&(e={});var a=null,o=0,l=function(){o=!1===e.leading?0:Date.now(),a=null,i=n.apply(r,u),a||(r=u=null)};return function(){var c=Date.now();o||!1!==e.leading||(o=c);var f=t-(c-o);return r=this,u=arguments,f<=0||f>t?(a&&(clearTimeout(a),a=null),o=c,i=n.apply(r,u),a||(r=u=null)):a||!1===e.trailing||(a=setTimeout(l,f)),i}},e.once=function(n){var t,e=!1;return function(){return e||(e=!0,t=n()),t}}},\n function _(e,t,n){var r=e(121),a=e(125);function l(e,t){var n={};for(var r in e){var a=e[r];n[t+r]=a}return n}var i={line_color:[r.ColorSpec,\"black\"],line_width:[r.NumberSpec,1],line_alpha:[r.NumberSpec,1],line_join:[r.LineJoin,\"bevel\"],line_cap:[r.LineCap,\"butt\"],line_dash:[r.Array,[]],line_dash_offset:[r.Number,0]};n.line=function(e){return void 0===e&&(e=\"\"),l(i,e)};var o={fill_color:[r.ColorSpec,\"gray\"],fill_alpha:[r.NumberSpec,1]};n.fill=function(e){return void 0===e&&(e=\"\"),l(o,e)};var c={hatch_color:[r.ColorSpec,\"black\"],hatch_alpha:[r.NumberSpec,1],hatch_scale:[r.NumberSpec,12],hatch_pattern:[r.StringSpec,null],hatch_weight:[r.NumberSpec,1],hatch_extra:[r.Any,{}]};n.hatch=function(e){return void 0===e&&(e=\"\"),l(c,e)};var h={text_font:[r.Font,\"helvetica\"],text_font_size:[r.FontSizeSpec,\"12pt\"],text_font_style:[r.FontStyle,\"normal\"],text_color:[r.ColorSpec,\"#444444\"],text_alpha:[r.NumberSpec,1],text_align:[r.TextAlign,\"left\"],text_baseline:[r.TextBaseline,\"bottom\"],text_line_height:[r.Number,1.2]};n.text=function(e){return void 0===e&&(e=\"\"),l(h,e)},n.create=function(e){for(var t={},r=0,l=e;r<l.length;r++){var i=l[r].split(\":\"),o=i[0],c=i[1],h=void 0;switch(o){case\"line\":h=n.line;break;case\"fill\":h=n.fill;break;case\"hatch\":h=n.hatch;break;case\"text\":h=n.text;break;default:throw new Error(\"Unknown property mixin kind '\"+o+\"'\")}a.extend(t,h(c))}return t}},\n function _(t,n,e){var i=t(113),r=t(116),o=t(122),u=t(110),a=t(114),l=t(123),s=t(109);function c(t){try{return JSON.stringify(t)}catch(n){return t.toString()}}function p(t){return s.isPlainObject(t)&&(void 0===t.value?0:1)+(void 0===t.field?0:1)+(void 0===t.expr?0:1)==1}r.Signal,e.isSpec=p;var _=function(t){function n(n,e,i){var o=t.call(this)||this;return o.obj=n,o.attr=e,o.default_value=i,o.optional=!1,o.change=new r.Signal0(o.obj,\"change\"),o._init(),o.connect(o.change,function(){return o._init()}),o}return i.__extends(n,t),n.prototype.update=function(){this._init()},n.prototype.init=function(){},n.prototype.transform=function(t){return t},n.prototype.validate=function(t){if(!this.valid(t))throw new Error(this.obj.type+\".\"+this.attr+\" given invalid value: \"+c(t))},n.prototype.valid=function(t){return!0},n.prototype.value=function(t){if(void 0===t&&(t=!0),void 0===this.spec.value)throw new Error(\"attempted to retrieve property value for property without value specification\");var n=this.transform([this.spec.value])[0];return null!=this.spec.transform&&t&&(n=this.spec.transform.compute(n)),n},n.prototype._init=function(){var t,n=this.obj,e=this.attr,i=n.getv(e);if(void 0===i){var r=this.default_value;i=void 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n},n}(T);e.Direction=O,O.__name__=\"Direction\",e.Anchor=A(o.Anchor),e.AngleUnits=A(o.AngleUnits),e.BoxOrigin=A(o.BoxOrigin),e.ButtonType=A(o.ButtonType),e.Dimension=A(o.Dimension),e.Dimensions=A(o.Dimensions),e.Distribution=A(o.Distribution),e.FontStyle=A(o.FontStyle),e.HatchPatternType=A(o.HatchPatternType),e.HTTPMethod=A(o.HTTPMethod),e.HexTileOrientation=A(o.HexTileOrientation),e.HoverMode=A(o.HoverMode),e.LatLon=A(o.LatLon),e.LegendClickPolicy=A(o.LegendClickPolicy),e.LegendLocation=A(o.LegendLocation),e.LineCap=A(o.LineCap),e.LineJoin=A(o.LineJoin),e.LinePolicy=A(o.LinePolicy),e.Location=A(o.Location),e.Logo=A(o.Logo),e.MarkerType=A(o.MarkerType),e.Orientation=A(o.Orientation),e.OutputBackend=A(o.OutputBackend),e.PaddingUnits=A(o.PaddingUnits),e.Place=A(o.Place),e.PointPolicy=A(o.PointPolicy),e.RadiusDimension=A(o.RadiusDimension),e.RenderLevel=A(o.RenderLevel),e.RenderMode=A(o.RenderMode),e.ResetPolicy=A(o.ResetPolicy),e.RoundingFunction=A(o.RoundingFunction),e.Side=A(o.Side),e.SizingMode=A(o.SizingMode),e.SliderCallbackPolicy=A(o.SliderCallbackPolicy),e.Sort=A(o.Sort),e.SpatialUnits=A(o.SpatialUnits),e.StartEnd=A(o.StartEnd),e.StepMode=A(o.StepMode),e.TapBehavior=A(o.TapBehavior),e.TextAlign=A(o.TextAlign),e.TextBaseline=A(o.TextBaseline),e.TextureRepetition=A(o.TextureRepetition),e.TickLabelOrientation=A(o.TickLabelOrientation),e.TooltipAttachment=A(o.TooltipAttachment),e.UpdateMode=A(o.UpdateMode),e.VerticalAlign=A(o.VerticalAlign);var M=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(_);e.ScalarSpec=M,M.__name__=\"ScalarSpec\";var k=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.array=function(t){var n;if(null!=this.spec.field){if(null==(n=this.transform(t.get_column(this.spec.field))))throw new Error(\"attempted to retrieve property array for nonexistent field '\"+this.spec.field+\"'\")}else if(null!=this.spec.expr)n=this.transform(this.spec.expr.v_compute(t));else{var e=t.get_length();null==e&&(e=1);var i=this.value(!1);n=u.repeat(i,e)}return null!=this.spec.transform&&(n=this.spec.transform.v_compute(n)),n},n}(_);e.VectorSpec=k,k.__name__=\"VectorSpec\";var B=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(k);e.DataSpec=B,B.__name__=\"DataSpec\";var D=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.init=function(){null==this.spec.units&&(this.spec.units=this.default_units);var t=this.spec.units;if(!u.includes(this.valid_units,t))throw new Error(\"units must be one of \"+this.valid_units.join(\", \")+\"; got: \"+t)},Object.defineProperty(n.prototype,\"units\",{get:function(){return this.spec.units},set:function(t){this.spec.units=t},enumerable:!0,configurable:!0}),n}(k);e.UnitsSpec=D,D.__name__=\"UnitsSpec\";var j=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),Object.defineProperty(n.prototype,\"default_units\",{get:function(){return\"rad\"},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"valid_units\",{get:function(){return o.AngleUnits},enumerable:!0,configurable:!0}),n.prototype.transform=function(n){return\"deg\"==this.spec.units&&(n=a.map(n,function(t){return t*Math.PI/180})),n=a.map(n,function(t){return-t}),t.prototype.transform.call(this,n)},n}(D);e.AngleSpec=j,j.__name__=\"AngleSpec\";var C=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.BooleanSpec=C,C.__name__=\"BooleanSpec\";var U=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.ColorSpec=U,U.__name__=\"ColorSpec\";var w=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.CoordinateSpec=w,w.__name__=\"CoordinateSpec\";var R=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n}(B);e.CoordinateSeqSpec=R,R.__name__=\"CoordinateSeqSpec\";var F=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return 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t,o,r,i={},f=n.split(\"+\").map(function(n){return n.trim()}).filter(function(n){return n}).reduce(function(n,t){var o=t.split(\"=\");return o.push(!0),n[o[0].toLowerCase()]=o[1],n},{}),s={proj:\"projName\",datum:\"datumCode\",rf:function(n){i.rf=parseFloat(n)},lat_0:function(n){i.lat0=n*a},lat_1:function(n){i.lat1=n*a},lat_2:function(n){i.lat2=n*a},lat_ts:function(n){i.lat_ts=n*a},lon_0:function(n){i.long0=n*a},lon_1:function(n){i.long1=n*a},lon_2:function(n){i.long2=n*a},alpha:function(n){i.alpha=parseFloat(n)*a},lonc:function(n){i.longc=n*a},x_0:function(n){i.x0=parseFloat(n)},y_0:function(n){i.y0=parseFloat(n)},k_0:function(n){i.k0=parseFloat(n)},k:function(n){i.k0=parseFloat(n)},a:function(n){i.a=parseFloat(n)},b:function(n){i.b=parseFloat(n)},r_a:function(){i.R_A=!0},zone:function(n){i.zone=parseInt(n,10)},south:function(){i.utmSouth=!0},towgs84:function(n){i.datum_params=n.split(\",\").map(function(n){return parseFloat(n)})},to_meter:function(n){i.to_meter=parseFloat(n)},units:function(n){i.units=n,e[n]&&(i.to_meter=e[n].to_meter)},from_greenwich:function(n){i.from_greenwich=n*a},pm:function(n){i.from_greenwich=(u[n]?u[n]:parseFloat(n))*a},nadgrids:function(n){\"@null\"===n?i.datumCode=\"none\":i.nadgrids=n},axis:function(n){3===n.length&&-1!==\"ewnsud\".indexOf(n.substr(0,1))&&-1!==\"ewnsud\".indexOf(n.substr(1,1))&&-1!==\"ewnsud\".indexOf(n.substr(2,1))&&(i.axis=n)}};for(t in f)o=f[t],t in s?\"function\"==typeof(r=s[t])?r(o):i[r]=o:i[t]=o;return\"string\"==typeof i.datumCode&&\"WGS84\"!==i.datumCode&&(i.datumCode=i.datumCode.toLowerCase()),i}},\n function _(o,r,s){s.greenwich=0,s.lisbon=-9.131906111111,s.paris=2.337229166667,s.bogota=-74.080916666667,s.madrid=-3.687938888889,s.rome=12.452333333333,s.bern=7.439583333333,s.jakarta=106.807719444444,s.ferro=-17.666666666667,s.brussels=4.367975,s.stockholm=18.058277777778,s.athens=23.7163375,s.oslo=10.722916666667},\n function _(t,e,f){f.ft={to_meter:.3048},f[\"us-ft\"]={to_meter:1200/3937}},\n function _(e,a,t){var r=.017453292519943295,n=e(142);function o(e,a,t){e[a]=t.map(function(e){var a={};return l(e,a),a}).reduce(function(e,a){return n(e,a)},{})}function l(e,a){var t;Array.isArray(e)?(\"PARAMETER\"===(t=e.shift())&&(t=e.shift()),1===e.length?Array.isArray(e[0])?(a[t]={},l(e[0],a[t])):a[t]=e[0]:e.length?\"TOWGS84\"===t?a[t]=e:(a[t]={},[\"UNIT\",\"PRIMEM\",\"VERT_DATUM\"].indexOf(t)>-1?(a[t]={name:e[0].toLowerCase(),convert:e[1]},3===e.length&&(a[t].auth=e[2])):\"SPHEROID\"===t?(a[t]={name:e[0],a:e[1],rf:e[2]},4===e.length&&(a[t].auth=e[3])):[\"GEOGCS\",\"GEOCCS\",\"DATUM\",\"VERT_CS\",\"COMPD_CS\",\"LOCAL_CS\",\"FITTED_CS\",\"LOCAL_DATUM\"].indexOf(t)>-1?(e[0]=[\"name\",e[0]],o(a,t,e)):e.every(function(e){return Array.isArray(e)})?o(a,t,e):l(e,a[t])):a[t]=!0):a[e]=!0}function i(e){return e*r}a.exports=function(e,a){var t=JSON.parse((\",\"+e).replace(/\\s*\\,\\s*([A-Z_0-9]+?)(\\[)/g,',[\"$1\",').slice(1).replace(/\\s*\\,\\s*([A-Z_0-9]+?)\\]/g,',\"$1\"]').replace(/,\\[\"VERTCS\".+/,\"\")),r=t.shift(),o=t.shift();t.unshift([\"name\",o]),t.unshift([\"type\",r]),t.unshift(\"output\");var _={};return l(t,_),function(e){function a(a){var t=e.to_meter||1;return parseFloat(a,10)*t}\"GEOGCS\"===e.type?e.projName=\"longlat\":\"LOCAL_CS\"===e.type?(e.projName=\"identity\",e.local=!0):\"object\"==typeof e.PROJECTION?e.projName=Object.keys(e.PROJECTION)[0]:e.projName=e.PROJECTION,e.UNIT&&(e.units=e.UNIT.name.toLowerCase(),\"metre\"===e.units&&(e.units=\"meter\"),e.UNIT.convert&&(\"GEOGCS\"===e.type?e.DATUM&&e.DATUM.SPHEROID&&(e.to_meter=parseFloat(e.UNIT.convert,10)*e.DATUM.SPHEROID.a):e.to_meter=parseFloat(e.UNIT.convert,10))),e.GEOGCS&&(e.GEOGCS.DATUM?e.datumCode=e.GEOGCS.DATUM.name.toLowerCase():e.datumCode=e.GEOGCS.name.toLowerCase(),\"d_\"===e.datumCode.slice(0,2)&&(e.datumCode=e.datumCode.slice(2)),\"new_zealand_geodetic_datum_1949\"!==e.datumCode&&\"new_zealand_1949\"!==e.datumCode||(e.datumCode=\"nzgd49\"),\"wgs_1984\"===e.datumCode&&(\"Mercator_Auxiliary_Sphere\"===e.PROJECTION&&(e.sphere=!0),e.datumCode=\"wgs84\"),\"_ferro\"===e.datumCode.slice(-6)&&(e.datumCode=e.datumCode.slice(0,-6)),\"_jakarta\"===e.datumCode.slice(-8)&&(e.datumCode=e.datumCode.slice(0,-8)),~e.datumCode.indexOf(\"belge\")&&(e.datumCode=\"rnb72\"),e.GEOGCS.DATUM&&e.GEOGCS.DATUM.SPHEROID&&(e.ellps=e.GEOGCS.DATUM.SPHEROID.name.replace(\"_19\",\"\").replace(/[Cc]larke\\_18/,\"clrk\"),\"international\"===e.ellps.toLowerCase().slice(0,13)&&(e.ellps=\"intl\"),e.a=e.GEOGCS.DATUM.SPHEROID.a,e.rf=parseFloat(e.GEOGCS.DATUM.SPHEROID.rf,10)),~e.datumCode.indexOf(\"osgb_1936\")&&(e.datumCode=\"osgb36\")),e.b&&!isFinite(e.b)&&(e.b=e.a),[[\"standard_parallel_1\",\"Standard_Parallel_1\"],[\"standard_parallel_2\",\"Standard_Parallel_2\"],[\"false_easting\",\"False_Easting\"],[\"false_northing\",\"False_Northing\"],[\"central_meridian\",\"Central_Meridian\"],[\"latitude_of_origin\",\"Latitude_Of_Origin\"],[\"latitude_of_origin\",\"Central_Parallel\"],[\"scale_factor\",\"Scale_Factor\"],[\"k0\",\"scale_factor\"],[\"latitude_of_center\",\"Latitude_of_center\"],[\"lat0\",\"latitude_of_center\",i],[\"longitude_of_center\",\"Longitude_Of_Center\"],[\"longc\",\"longitude_of_center\",i],[\"x0\",\"false_easting\",a],[\"y0\",\"false_northing\",a],[\"long0\",\"central_meridian\",i],[\"lat0\",\"latitude_of_origin\",i],[\"lat0\",\"standard_parallel_1\",i],[\"lat1\",\"standard_parallel_1\",i],[\"lat2\",\"standard_parallel_2\",i],[\"alpha\",\"azimuth\",i],[\"srsCode\",\"name\"]].forEach(function(a){return t=e,n=(r=a)[0],o=r[1],void(!(n in t)&&o in t&&(t[n]=t[o],3===r.length&&(t[n]=r[2](t[n]))));var t,r,n,o}),e.long0||!e.longc||\"Albers_Conic_Equal_Area\"!==e.projName&&\"Lambert_Azimuthal_Equal_Area\"!==e.projName||(e.long0=e.longc),e.lat_ts||!e.lat1||\"Stereographic_South_Pole\"!==e.projName&&\"Polar Stereographic (variant B)\"!==e.projName||(e.lat0=i(e.lat1>0?90:-90),e.lat_ts=e.lat1)}(_.output),n(a,_.output)}},\n function _(n,r,i){r.exports=function(n,r){var i,o;if(n=n||{},!r)return n;for(o in r)void 0!==(i=r[o])&&(n[o]=i);return n}},\n function _(n,o,t){var r=[n(144),n(150)],e={},a=[];function i(n,o){var t=a.length;return n.names?(a[t]=n,n.names.forEach(function(n){e[n.toLowerCase()]=t}),this):(console.log(o),!0)}t.add=i,t.get=function(n){if(!n)return!1;var o=n.toLowerCase();return void 0!==e[o]&&a[e[o]]?a[e[o]]:void 0},t.start=function(){r.forEach(i)}},\n function _(t,s,i){var h=t(145),a=Math.PI/2,e=57.29577951308232,r=t(146),n=Math.PI/4,l=t(148),o=t(149);i.init=function(){var t=this.b/this.a;this.es=1-t*t,\"x0\"in this||(this.x0=0),\"y0\"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=h(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var s,i,h=t.x,o=t.y;if(o*e>90&&o*e<-90&&h*e>180&&h*e<-180)return null;if(Math.abs(Math.abs(o)-a)<=1e-10)return null;if(this.sphere)s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0+this.a*this.k0*Math.log(Math.tan(n+.5*o));else{var M=Math.sin(o),u=l(this.e,o,M);s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0-this.a*this.k0*Math.log(u)}return t.x=s,t.y=i,t},i.inverse=function(t){var s,i,h=t.x-this.x0,e=t.y-this.y0;if(this.sphere)i=a-2*Math.atan(Math.exp(-e/(this.a*this.k0)));else{var n=Math.exp(-e/(this.a*this.k0));if(-9999===(i=o(this.e,n)))return null}return s=r(this.long0+h/(this.a*this.k0)),t.x=s,t.y=i,t},i.names=[\"Mercator\",\"Popular Visualisation Pseudo Mercator\",\"Mercator_1SP\",\"Mercator_Auxiliary_Sphere\",\"merc\"]},\n function _(t,n,r){n.exports=function(t,n,r){var o=t*n;return r/Math.sqrt(1-o*o)}},\n function _(t,n,a){var r=2*Math.PI,o=t(147);n.exports=function(t){return Math.abs(t)<=3.14159265359?t:t-o(t)*r}},\n function _(n,t,o){t.exports=function(n){return n<0?-1:1}},\n function _(t,a,n){var r=Math.PI/2;a.exports=function(t,a,n){var o=t*n,h=.5*t;return o=Math.pow((1-o)/(1+o),h),Math.tan(.5*(r-a))/o}},\n function _(a,t,n){var r=Math.PI/2;t.exports=function(a,t){for(var n,h,M=.5*a,o=r-2*Math.atan(t),e=0;e<=15;e++)if(n=a*Math.sin(o),o+=h=r-2*Math.atan(t*Math.pow((1-n)/(1+n),M))-o,Math.abs(h)<=1e-10)return o;return-9999}},\n function _(n,i,t){function e(n){return n}t.init=function(){},t.forward=e,t.inverse=e,t.names=[\"longlat\",\"identity\"]},\n function _(r,e,t){var n=r(152);t.eccentricity=function(r,e,t,n){var a=r*r,c=e*e,f=(a-c)/a,i=0;return n?(a=(r*=1-f*(.16666666666666666+f*(.04722222222222222+.022156084656084655*f)))*r,f=0):i=Math.sqrt(f),{es:f,e:i,ep2:(a-c)/c}},t.sphere=function(r,e,t,a,c){if(!r){var f=n[a];f||(f=n.WGS84),r=f.a,e=f.b,t=f.rf}return t&&!e&&(e=(1-1/t)*r),(0===t||Math.abs(r-e)<1e-10)&&(c=!0,e=r),{a:r,b:e,rf:t,sphere:c}}},\n function _(e,a,l){l.MERIT={a:6378137,rf:298.257,ellipseName:\"MERIT 1983\"},l.SGS85={a:6378136,rf:298.257,ellipseName:\"Soviet Geodetic System 85\"},l.GRS80={a:6378137,rf:298.257222101,ellipseName:\"GRS 1980(IUGG, 1980)\"},l.IAU76={a:6378140,rf:298.257,ellipseName:\"IAU 1976\"},l.airy={a:6377563.396,b:6356256.91,ellipseName:\"Airy 1830\"},l.APL4={a:6378137,rf:298.25,ellipseName:\"Appl. Physics. 1965\"},l.NWL9D={a:6378145,rf:298.25,ellipseName:\"Naval Weapons Lab., 1965\"},l.mod_airy={a:6377340.189,b:6356034.446,ellipseName:\"Modified Airy\"},l.andrae={a:6377104.43,rf:300,ellipseName:\"Andrae 1876 (Den., Iclnd.)\"},l.aust_SA={a:6378160,rf:298.25,ellipseName:\"Australian Natl & S. Amer. 1969\"},l.GRS67={a:6378160,rf:298.247167427,ellipseName:\"GRS 67(IUGG 1967)\"},l.bessel={a:6377397.155,rf:299.1528128,ellipseName:\"Bessel 1841\"},l.bess_nam={a:6377483.865,rf:299.1528128,ellipseName:\"Bessel 1841 (Namibia)\"},l.clrk66={a:6378206.4,b:6356583.8,ellipseName:\"Clarke 1866\"},l.clrk80={a:6378249.145,rf:293.4663,ellipseName:\"Clarke 1880 mod.\"},l.clrk58={a:6378293.645208759,rf:294.2606763692654,ellipseName:\"Clarke 1858\"},l.CPM={a:6375738.7,rf:334.29,ellipseName:\"Comm. des Poids et Mesures 1799\"},l.delmbr={a:6376428,rf:311.5,ellipseName:\"Delambre 1810 (Belgium)\"},l.engelis={a:6378136.05,rf:298.2566,ellipseName:\"Engelis 1985\"},l.evrst30={a:6377276.345,rf:300.8017,ellipseName:\"Everest 1830\"},l.evrst48={a:6377304.063,rf:300.8017,ellipseName:\"Everest 1948\"},l.evrst56={a:6377301.243,rf:300.8017,ellipseName:\"Everest 1956\"},l.evrst69={a:6377295.664,rf:300.8017,ellipseName:\"Everest 1969\"},l.evrstSS={a:6377298.556,rf:300.8017,ellipseName:\"Everest (Sabah & Sarawak)\"},l.fschr60={a:6378166,rf:298.3,ellipseName:\"Fischer (Mercury Datum) 1960\"},l.fschr60m={a:6378155,rf:298.3,ellipseName:\"Fischer 1960\"},l.fschr68={a:6378150,rf:298.3,ellipseName:\"Fischer 1968\"},l.helmert={a:6378200,rf:298.3,ellipseName:\"Helmert 1906\"},l.hough={a:6378270,rf:297,ellipseName:\"Hough\"},l.intl={a:6378388,rf:297,ellipseName:\"International 1909 (Hayford)\"},l.kaula={a:6378163,rf:298.24,ellipseName:\"Kaula 1961\"},l.lerch={a:6378139,rf:298.257,ellipseName:\"Lerch 1979\"},l.mprts={a:6397300,rf:191,ellipseName:\"Maupertius 1738\"},l.new_intl={a:6378157.5,b:6356772.2,ellipseName:\"New International 1967\"},l.plessis={a:6376523,rf:6355863,ellipseName:\"Plessis 1817 (France)\"},l.krass={a:6378245,rf:298.3,ellipseName:\"Krassovsky, 1942\"},l.SEasia={a:6378155,b:6356773.3205,ellipseName:\"Southeast Asia\"},l.walbeck={a:6376896,b:6355834.8467,ellipseName:\"Walbeck\"},l.WGS60={a:6378165,rf:298.3,ellipseName:\"WGS 60\"},l.WGS66={a:6378145,rf:298.25,ellipseName:\"WGS 66\"},l.WGS7={a:6378135,rf:298.26,ellipseName:\"WGS 72\"},l.WGS84={a:6378137,rf:298.257223563,ellipseName:\"WGS 84\"},l.sphere={a:6370997,b:6370997,ellipseName:\"Normal Sphere (r=6370997)\"}},\n function _(e,a,s){s.wgs84={towgs84:\"0,0,0\",ellipse:\"WGS84\",datumName:\"WGS84\"},s.ch1903={towgs84:\"674.374,15.056,405.346\",ellipse:\"bessel\",datumName:\"swiss\"},s.ggrs87={towgs84:\"-199.87,74.79,246.62\",ellipse:\"GRS80\",datumName:\"Greek_Geodetic_Reference_System_1987\"},s.nad83={towgs84:\"0,0,0\",ellipse:\"GRS80\",datumName:\"North_American_Datum_1983\"},s.nad27={nadgrids:\"@conus,@alaska,@ntv2_0.gsb,@ntv1_can.dat\",ellipse:\"clrk66\",datumName:\"North_American_Datum_1927\"},s.potsdam={towgs84:\"606.0,23.0,413.0\",ellipse:\"bessel\",datumName:\"Potsdam Rauenberg 1950 DHDN\"},s.carthage={towgs84:\"-263.0,6.0,431.0\",ellipse:\"clark80\",datumName:\"Carthage 1934 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e(e,t){void 0===t&&(t=\"\"),this.obj=e,this.prefix=t,this.cache={};for(var a=0,i=this.attrs;a<i.length;a++){var l=i[a];this[l]=e.properties[t+l]}}return e.prototype.warm_cache=function(e){for(var t=0,a=this.attrs;t<a.length;t++){var i=a[t],l=this.obj.properties[this.prefix+i];if(void 0!==l.spec.value)this.cache[i]=l.spec.value;else{if(null==e)throw new Error(\"source is required with a vectorized visual property\");this.cache[i+\"_array\"]=l.array(e)}}},e.prototype.cache_select=function(e,t){var a,i=this.obj.properties[this.prefix+e];return void 0!==i.spec.value?this.cache[e]=a=i.spec.value:this.cache[e]=a=this.cache[e+\"_array\"][t],a},e.prototype.set_vectorize=function(e,t){null!=this.all_indices?this._set_vectorize(e,this.all_indices[t]):this._set_vectorize(e,t)},e}();a.ContextProperties=r,r.__name__=\"ContextProperties\";var _=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.set_value=function(e){e.strokeStyle=this.line_color.value(),e.globalAlpha=this.line_alpha.value(),e.lineWidth=this.line_width.value(),e.lineJoin=this.line_join.value(),e.lineCap=this.line_cap.value(),e.setLineDash(this.line_dash.value()),e.setLineDashOffset(this.line_dash_offset.value())},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.line_color.spec.value||0==this.line_alpha.spec.value||0==this.line_width.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"line_color\",t),e.strokeStyle!==this.cache.line_color&&(e.strokeStyle=this.cache.line_color),this.cache_select(\"line_alpha\",t),e.globalAlpha!==this.cache.line_alpha&&(e.globalAlpha=this.cache.line_alpha),this.cache_select(\"line_width\",t),e.lineWidth!==this.cache.line_width&&(e.lineWidth=this.cache.line_width),this.cache_select(\"line_join\",t),e.lineJoin!==this.cache.line_join&&(e.lineJoin=this.cache.line_join),this.cache_select(\"line_cap\",t),e.lineCap!==this.cache.line_cap&&(e.lineCap=this.cache.line_cap),this.cache_select(\"line_dash\",t),e.getLineDash()!==this.cache.line_dash&&e.setLineDash(this.cache.line_dash),this.cache_select(\"line_dash_offset\",t),e.getLineDashOffset()!==this.cache.line_dash_offset&&e.setLineDashOffset(this.cache.line_dash_offset)},t.prototype.color_value=function(){var e=c.color2rgba(this.line_color.value(),this.line_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Line=_,_.__name__=\"Line\",_.prototype.attrs=Object.keys(l.line());var p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.set_value=function(e){e.fillStyle=this.fill_color.value(),e.globalAlpha=this.fill_alpha.value()},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.fill_color.spec.value||0==this.fill_alpha.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"fill_color\",t),e.fillStyle!==this.cache.fill_color&&(e.fillStyle=this.cache.fill_color),this.cache_select(\"fill_alpha\",t),e.globalAlpha!==this.cache.fill_alpha&&(e.globalAlpha=this.cache.fill_alpha)},t.prototype.color_value=function(){var e=c.color2rgba(this.fill_color.value(),this.fill_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Fill=p,p.__name__=\"Fill\",p.prototype.attrs=Object.keys(l.fill());var u=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.cache_select=function(t,a){var i;if(\"pattern\"==t){this.cache_select(\"hatch_color\",a),this.cache_select(\"hatch_scale\",a),this.cache_select(\"hatch_pattern\",a),this.cache_select(\"hatch_weight\",a);var l=this.cache,c=l.hatch_color,o=l.hatch_scale,s=l.hatch_pattern,h=l.hatch_weight,r=l.hatch_extra;if(null!=r&&r.hasOwnProperty(s)){var _=r[s];this.cache.pattern=_.get_pattern(c,o,h)}else this.cache.pattern=function(e){var t=n(s,c,o,h);return e.createPattern(t,\"repeat\")}}else i=e.prototype.cache_select.call(this,t,a);return i},t.prototype._try_defer=function(e){var t=this.cache,a=t.hatch_pattern,i=t.hatch_extra;null!=i&&i.hasOwnProperty(a)&&i[a].onload(e)},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.hatch_color.spec.value||0==this.hatch_alpha.spec.value||\" \"==this.hatch_pattern.spec.value||\"blank\"==this.hatch_pattern.spec.value||null===this.hatch_pattern.spec.value)},enumerable:!0,configurable:!0}),t.prototype.doit2=function(e,t,a,i){this.doit&&(this.cache_select(\"pattern\",t),null==this.cache.pattern(e)?this._try_defer(i):(this.set_vectorize(e,t),a()))},t.prototype._set_vectorize=function(e,t){this.cache_select(\"pattern\",t),e.fillStyle=this.cache.pattern(e),this.cache_select(\"hatch_alpha\",t),e.globalAlpha!==this.cache.hatch_alpha&&(e.globalAlpha=this.cache.hatch_alpha)},t.prototype.color_value=function(){var e=c.color2rgba(this.hatch_color.value(),this.hatch_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t}(r);a.Hatch=u,u.__name__=\"Hatch\",u.prototype.attrs=Object.keys(l.hatch());var f=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.cache_select=function(t,a){var i;if(\"font\"==t){e.prototype.cache_select.call(this,\"text_font_style\",a),e.prototype.cache_select.call(this,\"text_font_size\",a),e.prototype.cache_select.call(this,\"text_font\",a);var l=this.cache,c=l.text_font_style,o=l.text_font_size,s=l.text_font;this.cache.font=i=c+\" \"+o+\" \"+s}else i=e.prototype.cache_select.call(this,t,a);return i},t.prototype.font_value=function(){var e=this.text_font.value(),t=this.text_font_size.value();return this.text_font_style.value()+\" \"+t+\" \"+e},t.prototype.color_value=function(){var e=c.color2rgba(this.text_color.value(),this.text_alpha.value());return\"rgba(\"+255*e[0]+\",\"+255*e[1]+\",\"+255*e[2]+\",\"+e[3]+\")\"},t.prototype.set_value=function(e){e.font=this.font_value(),e.fillStyle=this.text_color.value(),e.globalAlpha=this.text_alpha.value(),e.textAlign=this.text_align.value(),e.textBaseline=this.text_baseline.value()},Object.defineProperty(t.prototype,\"doit\",{get:function(){return!(null===this.text_color.spec.value||0==this.text_alpha.spec.value)},enumerable:!0,configurable:!0}),t.prototype._set_vectorize=function(e,t){this.cache_select(\"font\",t),e.font!==this.cache.font&&(e.font=this.cache.font),this.cache_select(\"text_color\",t),e.fillStyle!==this.cache.text_color&&(e.fillStyle=this.cache.text_color),this.cache_select(\"text_alpha\",t),e.globalAlpha!==this.cache.text_alpha&&(e.globalAlpha=this.cache.text_alpha),this.cache_select(\"text_align\",t),e.textAlign!==this.cache.text_align&&(e.textAlign=this.cache.text_align),this.cache_select(\"text_baseline\",t),e.textBaseline!==this.cache.text_baseline&&(e.textBaseline=this.cache.text_baseline)},t}(r);a.Text=f,f.__name__=\"Text\",f.prototype.attrs=Object.keys(l.text());var v=function(){function e(e){for(var t=0,a=e.mixins;t<a.length;t++){var i=a[t].split(\":\"),l=i[0],c=i[1],o=void 0===c?\"\":c,s=void 0;switch(l){case\"line\":s=_;break;case\"fill\":s=p;break;case\"hatch\":s=u;break;case\"text\":s=f;break;default:throw new Error(\"unknown visual: \"+l)}this[o+l]=new s(e,o)}}return e.prototype.warm_cache=function(e){for(var t in this)if(this.hasOwnProperty(t)){var a=this[t];a instanceof r&&a.warm_cache(e)}},e.prototype.set_all_indices=function(e){for(var t in this)if(this.hasOwnProperty(t)){var a=this[t];a instanceof r&&(a.all_indices=e)}},e}();a.Visuals=v,v.__name__=\"Visuals\"},\n function _(t,e,n){var r=t(113),s=t(115),c=t(121),i=t(109),o=t(125),a=t(167),l=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_Model=function(){this.define({tags:[c.Array,[]],name:[c.String],js_property_callbacks:[c.Any,{}],js_event_callbacks:[c.Any,{}],subscribed_events:[c.Array,[]]})},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,function(){return e._update_property_callbacks()}),this.connect(this.properties.js_event_callbacks.change,function(){return e._update_event_callbacks()}),this.connect(this.properties.subscribed_events.change,function(){return e._update_event_callbacks()})},e.prototype._process_event=function(t){for(var e=0,n=this.js_event_callbacks[t.event_name]||[];e<n.length;e++){n[e].execute(t)}null!=this.document&&this.subscribed_events.some(function(e){return e==t.event_name})&&this.document.event_manager.send_event(t)},e.prototype.trigger_event=function(t){null!=this.document&&(t.origin=this,this.document.event_manager.trigger(t))},e.prototype._update_event_callbacks=function(){null!=this.document?this.document.event_manager.subscribed_models.add(this.id):a.logger.warn(\"WARNING: Document not defined for updating event callbacks\")},e.prototype._update_property_callbacks=function(){var t=this,e=function(e){var n=e.split(\":\"),r=n[0],s=n[1],c=void 0===s?null:s;return null!=c?t.properties[c][r]:t[r]};for(var n in this._js_callbacks)for(var r=this._js_callbacks[n],s=e(n),c=0,i=r;c<i.length;c++){var o=i[c];this.disconnect(s,o)}for(var n in this._js_callbacks={},this.js_property_callbacks){var a=(r=this.js_property_callbacks[n]).map(function(e){return function(){return e.execute(t)}});this._js_callbacks[n]=a;s=e(n);for(var l=0,_=a;l<_.length;l++){o=_[l];this.connect(s,o)}}},e.prototype._doc_attached=function(){o.isEmpty(this.js_event_callbacks)&&o.isEmpty(this.subscribed_events)||this._update_event_callbacks()},e.prototype.select=function(t){if(i.isString(t))return this.references().filter(function(n){return n instanceof e&&n.name===t});if(t.prototype instanceof s.HasProps)return this.references().filter(function(e){return e instanceof t});throw new Error(\"invalid selector\")},e.prototype.select_one=function(t){var e=this.select(t);switch(e.length){case 0:return null;case 1:return e[0];default:throw new Error(\"found more than one object matching given selector\")}},e}(s.HasProps);n.Model=l,l.__name__=\"Model\",l.init_Model()},\n function _(e,l,o){var n=e(109),t={},r=function(){return function(e,l){this.name=e,this.level=l}}();o.LogLevel=r,r.__name__=\"LogLevel\";var g=function(){function e(l,o){void 0===o&&(o=e.INFO),this._name=l,this.set_level(o)}return Object.defineProperty(e,\"levels\",{get:function(){return Object.keys(e.log_levels)},enumerable:!0,configurable:!0}),e.get=function(l,o){if(void 0===o&&(o=e.INFO),l.length>0){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].level<this._log_level.level||this._log_level.level===e.OFF.level?this[t]=function(){}:this[t]=i(t,o)}},e.prototype.trace=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.debug=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.info=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.warn=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e.prototype.error=function(){for(var e=[],l=0;l<arguments.length;l++)e[l]=arguments[l]},e}();function i(e,l){return null!=console[e]?console[e].bind(console,l):null!=console.log?console.log.bind(console,l):function(){}}o.Logger=g,g.__name__=\"Logger\",g.TRACE=new r(\"trace\",0),g.DEBUG=new r(\"debug\",1),g.INFO=new r(\"info\",2),g.WARN=new r(\"warn\",6),g.ERROR=new r(\"error\",7),g.FATAL=new r(\"fatal\",8),g.OFF=new r(\"off\",9),g.log_levels={trace:g.TRACE,debug:g.DEBUG,info:g.INFO,warn:g.WARN,error:g.ERROR,fatal:g.FATAL,off:g.OFF},o.logger=g.get(\"bokeh\"),o.set_log_level=function(e){null==g.log_levels[e]?(console.log(\"[bokeh] unrecognized logging level '\"+e+\"' passed to Bokeh.set_log_level(), ignoring\"),console.log(\"[bokeh] valid log levels are: \"+g.levels.join(\", \"))):(console.log(\"[bokeh] setting log level to: '\"+e+\"'\"),o.logger.set_level(e))}},\n function _(t,e,i){var n=t(113),s=t(131),r=t(169),a=t(170),o=t(121),_=t(111),l=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),null==this.model.source&&(this.model.source=new a.ColumnDataSource),this.set_data(this.model.source)},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.set_data(e.model.source)}),this.connect(this.model.source.streaming,function(){return e.set_data(e.model.source)}),this.connect(this.model.source.patching,function(){return e.set_data(e.model.source)})},e.prototype.set_data=function(e){t.prototype.set_data.call(this,e),this.visuals.warm_cache(e),this.plot_view.request_render()},e.prototype._map_data=function(){var t,e,i,n,s=this.plot_view.frame;return\"data\"==this.model.start_units?(t=s.xscales[this.model.x_range_name].v_compute(this._x_start),e=s.yscales[this.model.y_range_name].v_compute(this._y_start)):(t=s.xview.v_compute(this._x_start),e=s.yview.v_compute(this._y_start)),\"data\"==this.model.end_units?(i=s.xscales[this.model.x_range_name].v_compute(this._x_end),n=s.yscales[this.model.y_range_name].v_compute(this._y_end)):(i=s.xview.v_compute(this._x_end),n=s.yview.v_compute(this._y_end)),[[t,e],[i,n]]},e.prototype.render=function(){if(this.model.visible){var t=this.plot_view.canvas_view.ctx;t.save();var e=this._map_data(),i=e[0],n=e[1];null!=this.model.end&&this._arrow_head(t,\"render\",this.model.end,i,n),null!=this.model.start&&this._arrow_head(t,\"render\",this.model.start,n,i),t.beginPath();var s=this.plot_view.layout.bbox,r=s.x,a=s.y,o=s.width,_=s.height;t.rect(r,a,o,_),null!=this.model.end&&this._arrow_head(t,\"clip\",this.model.end,i,n),null!=this.model.start&&this._arrow_head(t,\"clip\",this.model.start,n,i),t.closePath(),t.clip(),this._arrow_body(t,i,n),t.restore()}},e.prototype._arrow_head=function(t,e,i,n,s){for(var r=0,a=this._x_start.length;r<a;r++){var o=Math.PI/2+_.atan2([n[0][r],n[1][r]],[s[0][r],s[1][r]]);t.save(),t.translate(s[0][r],s[1][r]),t.rotate(o),\"render\"==e?i.render(t,r):\"clip\"==e&&i.clip(t,r),t.restore()}},e.prototype._arrow_body=function(t,e,i){if(this.visuals.line.doit)for(var n=0,s=this._x_start.length;n<s;n++)this.visuals.line.set_vectorize(t,n),t.beginPath(),t.moveTo(e[0][n],e[1][n]),t.lineTo(i[0][n],i[1][n]),t.stroke()},e}(s.AnnotationView);i.ArrowView=l,l.__name__=\"ArrowView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Arrow=function(){this.prototype.default_view=l,this.mixins([\"line\"]),this.define({x_start:[o.NumberSpec],y_start:[o.NumberSpec],start_units:[o.SpatialUnits,\"data\"],start:[o.Instance,null],x_end:[o.NumberSpec],y_end:[o.NumberSpec],end_units:[o.SpatialUnits,\"data\"],end:[o.Instance,function(){return new r.OpenHead({})}],source:[o.Instance],x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"]})},e}(s.Annotation);i.Arrow=h,h.__name__=\"Arrow\",h.init_Arrow()},\n function _(i,e,t){var s=i(113),n=i(131),o=i(165),l=i(121),h=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_ArrowHead=function(){this.define({size:[l.Number,25]})},e.prototype.initialize=function(){i.prototype.initialize.call(this),this.visuals=new o.Visuals(this)},e}(n.Annotation);t.ArrowHead=h,h.__name__=\"ArrowHead\",h.init_ArrowHead();var r=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_OpenHead=function(){this.mixins([\"line\"])},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(0,0),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.stroke())},e}(h);t.OpenHead=r,r.__name__=\"OpenHead\",r.init_OpenHead();var a=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_NormalHead=function(){this.mixins([\"line\",\"fill\"]),this.override({fill_color:\"black\"})},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,e),this._normal(i,e),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),this._normal(i,e),i.stroke())},e.prototype._normal=function(i,e){i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.closePath()},e}(h);t.NormalHead=a,a.__name__=\"NormalHead\",a.init_NormalHead();var _=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_VeeHead=function(){this.mixins([\"line\",\"fill\"]),this.override({fill_color:\"black\"})},e.prototype.clip=function(i,e){this.visuals.line.set_vectorize(i,e),i.moveTo(.5*this.size,this.size),i.lineTo(.5*this.size,-2),i.lineTo(-.5*this.size,-2),i.lineTo(-.5*this.size,this.size),i.lineTo(0,.5*this.size),i.lineTo(.5*this.size,this.size)},e.prototype.render=function(i,e){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,e),this._vee(i,e),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),this._vee(i,e),i.stroke())},e.prototype._vee=function(i,e){i.beginPath(),i.moveTo(.5*this.size,this.size),i.lineTo(0,0),i.lineTo(-.5*this.size,this.size),i.lineTo(0,.5*this.size),i.closePath()},e}(h);t.VeeHead=_,_.__name__=\"VeeHead\",_.init_VeeHead();var u=function(i){function e(e){return i.call(this,e)||this}return s.__extends(e,i),e.init_TeeHead=function(){this.mixins([\"line\"])},e.prototype.render=function(i,e){this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,e),i.beginPath(),i.moveTo(.5*this.size,0),i.lineTo(-.5*this.size,0),i.stroke())},e.prototype.clip=function(i,e){},e}(h);t.TeeHead=u,u.__name__=\"TeeHead\",u.init_TeeHead()},\n function _(t,n,e){var a=t(113),i=t(171),r=t(115),o=t(121),s=t(117),u=t(196),l=t(109),h=t(198),c=t(125),d=t(199);function _(t,n,e){if(l.isArray(t)){var a=t.concat(n);return null!=e&&a.length>e?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.length<e?(a=new t.constructor(e)).set(t,0):a=t;for(var s=r,u=o;s<u;s++)a[s-r]=a[s];for(s=0,u=n.length;s<u;s++)a[s+(o-r)]=n[s];return a}var c=new t.constructor(n);return h.concat(t,c)}throw new Error(\"unsupported array types\")}function v(t,n){var e,a,i;return l.isNumber(t)?(e=t,i=t+1,a=1):(e=null!=t.start?t.start:0,i=null!=t.stop?t.stop:n,a=null!=t.step?t.step:1),[e,i,a]}function f(t,n,e){for(var a=new s.Set,i=!1,r=0,o=n;r<o.length;r++){var u=o[r],h=u[0],c=u[1],d=void 0,_=void 0,f=void 0,m=void 0;if(l.isArray(h)){var p=h[0];a.add(p),_=e[p],d=t[p],m=c,2===h.length?(_=[1,_[0]],f=[h[0],0,h[1]]):f=h}else l.isNumber(h)?(m=[c],a.add(h)):(m=c,i=!0),f=[0,0,h],_=[1,t.length],d=t;var y=0,g=v(f[1],_[0]),w=g[0],S=g[1],b=g[2],C=v(f[2],_[1]),j=C[0],D=C[1],A=C[2];for(p=w;p<S;p+=b)for(var z=j;z<D;z+=A)i&&a.add(z),d[p*_[1]+z]=m[y],y++}return a}e.stream_to_column=_,e.slice=v,e.patch_to_column=f;var m=function(t){function n(n){return t.call(this,n)||this}return a.__extends(n,t),n.init_ColumnDataSource=function(){this.define({data:[o.Any,{}]})},n.prototype.initialize=function(){var n;t.prototype.initialize.call(this),n=u.decode_column_data(this.data),this.data=n[0],this._shapes=n[1]},n.prototype.attributes_as_json=function(t,e){void 0===t&&(t=!0),void 0===e&&(e=n._value_to_json);for(var a={},i=this.serializable_attributes(),r=0,o=c.keys(i);r<o.length;r++){var s=o[r],l=i[s];\"data\"===s&&(l=u.encode_column_data(l,this._shapes)),t?a[s]=l:s in this._set_after_defaults&&(a[s]=l)}return e(\"attributes\",a,this)},n._value_to_json=function(t,n,e){return l.isPlainObject(n)&&\"data\"===t?u.encode_column_data(n,e._shapes):r.HasProps._value_to_json(t,n,e)},n.prototype.stream=function(t,n,e){var a=this.data;for(var i in t)a[i]=_(a[i],t[i],n);if(this.setv({data:a},{silent:!0}),this.streaming.emit(),null!=this.document){var r=new d.ColumnsStreamedEvent(this.document,this.ref(),t,n);this.document._notify_change(this,\"data\",null,null,{setter_id:e,hint:r})}},n.prototype.patch=function(t,n){var e=this.data,a=new s.Set;for(var i in t){var r=t[i];a=a.union(f(e[i],r,this._shapes[i]))}if(this.setv({data:e},{silent:!0}),this.patching.emit(a.values),null!=this.document){var o=new d.ColumnsPatchedEvent(this.document,this.ref(),t);this.document._notify_change(this,\"data\",null,null,{setter_id:n,hint:o})}},n}(i.ColumnarDataSource);e.ColumnDataSource=m,m.__name__=\"ColumnDataSource\",m.init_ColumnDataSource()},\n function _(t,n,e){var r=t(113),i=t(172),a=t(116),o=t(167),s=t(174),u=t(121),c=t(109),l=t(110),h=t(125),g=t(173),p=t(195),f=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.prototype.get_array=function(t){var n=this.data[t];return null==n?this.data[t]=n=[]:c.isArray(n)||(this.data[t]=n=Array.from(n)),n},n.init_ColumnarDataSource=function(){this.define({selection_policy:[u.Instance,function(){return new p.UnionRenderers}]}),this.internal({selection_manager:[u.Instance,function(t){return new s.SelectionManager({source:t})}],inspected:[u.Instance,function(){return new g.Selection}],_shapes:[u.Any,{}]})},n.prototype.initialize=function(){t.prototype.initialize.call(this),this._select=new a.Signal0(this,\"select\"),this.inspect=new a.Signal(this,\"inspect\"),this.streaming=new a.Signal0(this,\"streaming\"),this.patching=new a.Signal(this,\"patching\")},n.prototype.get_column=function(t){var n=this.data[t];return null!=n?n:null},n.prototype.columns=function(){return h.keys(this.data)},n.prototype.get_length=function(t){void 0===t&&(t=!0);var n=l.uniq(h.values(this.data).map(function(t){return t.length}));switch(n.length){case 0:return null;case 1:return n[0];default:var e=\"data source has columns of inconsistent lengths\";if(t)return o.logger.warn(e),n.sort()[0];throw new Error(e)}},n.prototype.get_indices=function(){var t=this.get_length();return l.range(0,null!=t?t:1)},n.prototype.clear=function(){for(var t={},n=0,e=this.columns();n<e.length;n++){var r=e[n];t[r]=new this.data[r].constructor(0)}this.data=t},n}(i.DataSource);e.ColumnarDataSource=f,f.__name__=\"ColumnarDataSource\",f.init_ColumnarDataSource()},\n function _(n,t,e){var c=n(113),a=n(166),i=n(173),o=n(121),l=function(n){function t(t){return n.call(this,t)||this}return c.__extends(t,n),t.init_DataSource=function(){this.define({selected:[o.Instance,function(){return new i.Selection}],callback:[o.Any]})},t.prototype.connect_signals=function(){var t=this;n.prototype.connect_signals.call(this),this.connect(this.selected.change,function(){null!=t.callback&&t.callback.execute(t)})},t}(a.Model);e.DataSource=l,l.__name__=\"DataSource\",l.init_DataSource()},\n function _(i,e,t){var n=i(113),s=i(166),c=i(121),l=i(110),h=i(125),d=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_Selection=function(){this.define({indices:[c.Array,[]],line_indices:[c.Array,[]],multiline_indices:[c.Any,{}]}),this.internal({final:[c.Boolean],selected_glyphs:[c.Array,[]],get_view:[c.Any],image_indices:[c.Array,[]]})},e.prototype.initialize=function(){var e=this;i.prototype.initialize.call(this),this[\"0d\"]={glyph:null,indices:[],flag:!1,get_view:function(){return null}},this[\"1d\"]={indices:this.indices},this[\"2d\"]={indices:{}},this.get_view=function(){return null},this.connect(this.properties.indices.change,function(){return e[\"1d\"].indices=e.indices}),this.connect(this.properties.line_indices.change,function(){e[\"0d\"].indices=e.line_indices,e[\"0d\"].flag=0!=e.line_indices.length}),this.connect(this.properties.selected_glyphs.change,function(){return e[\"0d\"].glyph=e.selected_glyph}),this.connect(this.properties.get_view.change,function(){return e[\"0d\"].get_view=e.get_view}),this.connect(this.properties.multiline_indices.change,function(){return e[\"2d\"].indices=e.multiline_indices})},Object.defineProperty(e.prototype,\"selected_glyph\",{get:function(){return this.selected_glyphs.length>0?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;l<p.length;l++){(u=p[l])instanceof s.GlyphRendererView?o.push(u):u instanceof c.GraphRendererView&&r.push(u)}for(var a=!1,_=0,h=r;_<h.length;_++){var u,d=(u=h[_]).model.selection_policy.hit_test(t,u);a=a||u.model.selection_policy.do_selection(d,u.model,i,n)}if(o.length>0){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);s<h;s++)this.decimated.push(s*l);var r=Date.now()-i;d.logger.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): set_data finished in \"+r+\"ms\"),this.set_data_timestamp=Date.now(),e&&this.request_render()},Object.defineProperty(t.prototype,\"has_webgl\",{get:function(){return null!=this.glyph.glglyph},enumerable:!0,configurable:!0}),t.prototype.render=function(){var e=this;if(this.model.visible){var t=Date.now(),i=this.has_webgl;this.glyph.map_data();var n=Date.now()-t,l=Date.now(),a=this.glyph.mask_data(this.all_indices);a.length===this.all_indices.length&&(a=p.range(0,this.all_indices.length));var c=Date.now()-l,u=this.plot_view.canvas_view.ctx;u.save();var g,y=this.model.data_source.selected;g=!y||y.is_empty()?[]:this.glyph instanceof s.LineView&&y.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(a):y.indices;var m,v,f,w=this.model.data_source.inspected,b=new Set(!w||w.is_empty()?[]:w[\"0d\"].glyph?e.model.view.convert_indices_from_subset(a):w[\"1d\"].indices.length>0?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;I<q.length;I++){A[P=q[I]]=!0}var k=new Array,z=new Array;if(this.glyph instanceof s.LineView)for(var L=0,O=this.all_indices;L<O.length;L++){null!=A[P=O[L]]?k.push(P):z.push(P)}else for(var j=0,F=a;j<F.length;j++){var P=F[j];null!=A[this.all_indices[P]]?k.push(P):z.push(P)}V=Date.now()-G,R=Date.now(),v.render(u,z,this.glyph),f.render(u,k,this.glyph),null!=this.hover_glyph&&(this.glyph instanceof s.LineView?this.hover_glyph.render(u,this.model.view.convert_indices_from_subset(x),this.glyph):this.hover_glyph.render(u,x,this.glyph))}else if(R=Date.now(),this.glyph instanceof s.LineView)this.hover_glyph&&x.length?this.hover_glyph.render(u,this.model.view.convert_indices_from_subset(x),this.glyph):m.render(u,this.all_indices,this.glyph);else if(this.glyph instanceof h.PatchView||this.glyph instanceof r.HAreaView||this.glyph instanceof o.VAreaView)if(0==w.selected_glyphs.length||null==this.hover_glyph)m.render(u,this.all_indices,this.glyph);else for(var S=0,B=w.selected_glyphs;S<B.length;S++){B[S].id==this.glyph.model.id&&this.hover_glyph.render(u,this.all_indices,this.glyph)}else m.render(u,a,this.glyph),this.hover_glyph&&x.length&&this.hover_glyph.render(u,x,this.glyph);var C=Date.now()-R;this.last_dtrender=C;var H=Date.now()-t;d.logger.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): render finished in \"+H+\"ms\"),d.logger.trace(\" - map_data finished in : \"+n+\"ms\"),d.logger.trace(\" - mask_data finished in : \"+c+\"ms\"),null!=V&&d.logger.trace(\" - selection mask finished in : \"+V+\"ms\"),d.logger.trace(\" - glyph renders finished in : \"+C+\"ms\"),u.restore()}},t.prototype.draw_legend=function(e,t,i,n,l,s,h,r){null==r&&(r=this.model.get_reference_point(s,h)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:n,y1:l},r)},t.prototype.hit_test=function(e){if(!this.model.visible)return null;var t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)},t}(l.DataRendererView);i.GlyphRendererView=f,f.__name__=\"GlyphRendererView\";var w=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_GlyphRenderer=function(){this.prototype.default_view=f,this.define({data_source:[c.Instance],view:[c.Instance,function(){return new a.CDSView}],glyph:[c.Instance],hover_glyph:[c.Instance],nonselection_glyph:[c.Any,\"auto\"],selection_glyph:[c.Any,\"auto\"],muted_glyph:[c.Instance],muted:[c.Boolean,!1]})},t.prototype.initialize=function(){e.prototype.initialize.call(this),null==this.view.source&&(this.view.source=this.data_source,this.view.compute_indices())},t.prototype.get_reference_point=function(e,t){var i=0;if(null!=e){var n=this.data_source.get_column(e);if(null!=n){var l=_.indexOf(n,t);-1!=l&&(i=l)}}return i},t.prototype.get_selection_manager=function(){return this.data_source.selection_manager},t}(l.DataRenderer);i.GlyphRenderer=w,w.__name__=\"GlyphRenderer\",w.init_GlyphRenderer()},\n function _(e,n,r){var t=e(113),a=e(160),i=e(121),_=function(e){function n(){return null!==e&&e.apply(this,arguments)||this}return t.__extends(n,e),n}(a.RendererView);r.DataRendererView=_,_.__name__=\"DataRendererView\";var d=function(e){function n(n){return e.call(this,n)||this}return t.__extends(n,e),n.init_DataRenderer=function(){this.define({x_range_name:[i.String,\"default\"],y_range_name:[i.String,\"default\"]}),this.override({level:\"glyph\"})},n}(a.Renderer);r.DataRenderer=d,d.__name__=\"DataRenderer\",d.init_DataRenderer()},\n function _(t,e,i){var n=t(113),s=t(178),r=t(186),_=t(183),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._render=function(t,e,i){var n=i.sx,s=i.sy,r=!1,_=null;this.visuals.line.set_value(t);for(var o=0,h=e;o<h.length;o++){var l=h[o];if(r){if(!isFinite(n[l]+s[l])){t.stroke(),t.beginPath(),r=!1,_=l;continue}null!=_&&l-_>1&&(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;o<h;o++){var l={x:this.sx[o],y:this.sy[o]},u={x:this.sx[o+1],y:this.sy[o+1]},a=_.dist_to_segment(n,l,u);a<r&&a<s&&(s=a,i.add_to_selected_glyphs(this.model),i.get_view=function(){return e},i.line_indices=[o])}return i},e.prototype._hit_span=function(t){var e,i,n=this,s=t.sx,r=t.sy,o=_.create_empty_hit_test_result();\"v\"==t.direction?(e=this.renderer.yscale.invert(r),i=this._y):(e=this.renderer.xscale.invert(s),i=this._x);for(var h=0,l=i.length-1;h<l;h++)(i[h]<=e&&e<=i[h+1]||i[h+1]<=e&&e<=i[h])&&(o.add_to_selected_glyphs(this.model),o.get_view=function(){return n},o.line_indices.push(h));return o},e.prototype.get_interpolation_hit=function(t,e){var i=[this._x[t],this._y[t],this._x[t+1],this._y[t+1]],n=i[0],s=i[1],_=i[2],o=i[3];return r.line_interpolation(this.renderer,e,n,s,_,o)},e.prototype.draw_legend_for_index=function(t,e,i){r.generic_line_legend(this.visuals,t,e,i)},e}(s.XYGlyphView);i.LineView=o,o.__name__=\"LineView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Line=function(){this.prototype.default_view=o,this.mixins([\"line\"])},e}(s.XYGlyph);i.Line=h,h.__name__=\"Line\",h.init_Line()},\n function _(t,n,i){var e=t(113),r=t(179),h=t(182),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(n,t),n.prototype._index_data=function(){for(var t=[],n=0,i=this._x.length;n<i;n++){var e=this._x[n],h=this._y[n];!isNaN(e+h)&&isFinite(e+h)&&t.push({x0:e,y0:h,x1:e,y1:h,i:n})}return new r.SpatialIndex(t)},n.prototype.scenterx=function(t){return this.sx[t]},n.prototype.scentery=function(t){return this.sy[t]},n}(h.GlyphView);i.XYGlyphView=s,s.__name__=\"XYGlyphView\";var _=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_XYGlyph=function(){this.coords([[\"x\",\"y\"]])},n}(h.Glyph);i.XYGlyph=_,_.__name__=\"XYGlyph\",_.init_XYGlyph()},\n function _(n,t,i){var e=n(180),r=n(181),o=function(){function n(n){if(this.points=n,this.index=null,n.length>0){this.index=new e(n.length);for(var t=0,i=n;t<i.length;t++){var r=i[t],o=r.x0,a=r.y0,u=r.x1,x=r.y1;this.index.add(o,a,u,x)}this.index.finish()}}return n.prototype._normalize=function(n){var t,i,e=n.x0,r=n.y0,o=n.x1,a=n.y1;return e>o&&(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<e;){var r=1+(h<<1),n=r+1,o=this.ids[r],a=this.values[r],u=this.values[n];if(n<this.length&&u<a&&(r=n,o=this.ids[n],a=u),a>=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<s?s-t:t<=i?0:t-i}function h(t,s){for(var i=0,e=s.length-1;i<e;){var h=i+e>>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,t<this.minX&&(this.minX=t),s<this.minY&&(this.minY=s),i>this.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<this.numItems;e++){var h=4*e,o=this._boxes[h++],a=this._boxes[h++],u=this._boxes[h++],p=this._boxes[h++],d=Math.floor(65535*((o+u)/2-this.minX)/t),_=Math.floor(65535*((a+p)/2-this.minY)/s);i[e]=n(d,_)}!function t(s,i,e,h,n){if(h>=n)return;var o=s[h+n>>1];var a=h-1;var u=n+1;for(;;){do{a++}while(s[a]<o);do{u--}while(s[u]>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;f<this._levelBounds.length-1;f++)for(var v=this._levelBounds[f];l<v;){for(var x=1/0,y=1/0,m=-1/0,c=-1/0,b=l,w=0;w<this.nodeSize&&l<v;w++){var A=this._boxes[l++],g=this._boxes[l++],E=this._boxes[l++],I=this._boxes[l++];A<x&&(x=A),g<y&&(y=g),E>m&&(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<u;p+=4){var d=0|this._indices[p>>2];i<this._boxes[p]||(e<this._boxes[p+1]||t>this._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;_<d;_+=4){var f=0|this._indices[_>>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 t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),e<this.y0?e=this.y0:e>this.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;n<e.length;n++)r[n]=i+e[n];return r}}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"yview\",{get:function(){var t=this;return{compute:function(e){return t.bottom-e},v_compute:function(e){for(var r=new Float64Array(e.length),i=t.bottom,n=0;n<e.length;n++)r[n]=i-e[n];return r}}},enumerable:!0,configurable:!0}),t}();r.BBox=o,o.__name__=\"BBox\"},\n function _(t,e,i){var n=t(113),r=t(183),s=t(121),o=t(181),a=t(132),h=t(165),_=t(162),l=t(166),p=t(167),c=t(114),u=t(125),y=t(109),d=t(177),f=t(184),g=function(e){function i(){var t=e.apply(this,arguments)||this;return t._nohit_warned={},t}return n.__extends(i,e),Object.defineProperty(i.prototype,\"renderer\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),i.prototype.initialize=function(){e.prototype.initialize.call(this),this._nohit_warned={},this.visuals=new h.Visuals(this.model);var i=this.renderer.plot_view.gl;if(null!=i){var n=null;try{n=t(454)}catch(t){if(\"MODULE_NOT_FOUND\"!==t.code)throw t;p.logger.warn(\"WebGL was requested and is supported, but bokeh-gl(.min).js is not available, falling back to 2D rendering.\")}if(null!=n){var r=n[this.model.type+\"GLGlyph\"];null!=r&&(this.glglyph=new r(i.ctx,this))}}},i.prototype.set_visuals=function(t){this.visuals.warm_cache(t),null!=this.glglyph&&this.glglyph.set_visuals_changed()},i.prototype.render=function(t,e,i){t.beginPath(),null!=this.glglyph&&this.glglyph.render(t,e,i)||this._render(t,e,i)},i.prototype.has_finished=function(){return!0},i.prototype.notify_finished=function(){this.renderer.notify_finished()},i.prototype._bounds=function(t){return t},i.prototype.bounds=function(){return this._bounds(this.index.bbox)},i.prototype.log_bounds=function(){for(var t=o.empty(),e=0,i=this.index.search(o.positive_x());e<i.length;e++){var n=i[e];n.x0<t.x0&&(t.x0=n.x0),n.x1>t.x1&&(t.x1=n.x1)}for(var r=0,s=this.index.search(o.positive_y());r<s.length;r++){var a=s[r];a.y0<t.y0&&(t.y0=a.y0),a.y1>t.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;_<a;_++)s[_]=e[_]-h[_];o=new Float64Array(a);for(_=0;_<a;_++)o[_]=e[_]+h[_]}else{s=e,o=new Float64Array(a);for(_=0;_<a;_++)o[_]=s[_]+i[_]}var l=t.v_compute(s),p=t.v_compute(o);return r?c.map(l,function(t,e){return Math.ceil(Math.abs(p[e]-l[e]))}):c.map(l,function(t,e){return Math.abs(p[e]-l[e])})},i.prototype.draw_legend_for_index=function(t,e,i){},i.prototype.hit_test=function(t){var e=null,i=\"_hit_\"+t.type;return null!=this[i]?e=this[i](t):null==this._nohit_warned[t.type]&&(p.logger.debug(\"'\"+t.type+\"' selection not available for \"+this.model.type),this._nohit_warned[t.type]=!0),e},i.prototype._hit_rect_against_index=function(t){var e=t.sx0,i=t.sx1,n=t.sy0,s=t.sy1,o=this.renderer.xscale.r_invert(e,i),a=o[0],h=o[1],_=this.renderer.yscale.r_invert(n,s),l=_[0],p=_[1],c=r.create_empty_hit_test_result();return c.indices=this.index.indices({x0:a,x1:h,y0:l,y1:p}),c},i.prototype.set_data=function(t,e,i){var n,r,s,o,h=this.model.materialize_dataspecs(t);if(this.visuals.set_all_indices(e),e&&!(this instanceof d.LineView)){var _={},l=function(t){var i=h[t];\"_\"===t.charAt(0)?_[t]=e.map(function(t){return i[t]}):_[t]=i};for(var p in h)l(p);h=_}if(u.extend(this,h),this.renderer.plot_view.model.use_map&&(null!=this._x&&(n=a.project_xy(this._x,this._y),this._x=n[0],this._y=n[1]),null!=this._xs&&(r=a.project_xsys(this._xs,this._ys),this._xs=r[0],this._ys=r[1]),null!=this._x0&&(s=a.project_xy(this._x0,this._y0),this._x0=s[0],this._y0=s[1]),null!=this._x1&&(o=a.project_xy(this._x1,this._y1),this._x1=o[0],this._y1=o[1])),null!=this.renderer.plot_view.frame.x_ranges)for(var y=this.renderer.plot_view.frame.x_ranges[this.model.x_range_name],g=this.renderer.plot_view.frame.y_ranges[this.model.y_range_name],v=0,x=this.model._coords;v<x.length;v++){var m=x[v],w=m[0],b=m[1];w=\"_\"+w,b=\"_\"+b,null!=this._xs?(y instanceof f.FactorRange&&(this[w]=c.map(this[w],function(t){return y.v_synthetic(t)})),g instanceof f.FactorRange&&(this[b]=c.map(this[b],function(t){return g.v_synthetic(t)}))):(y instanceof f.FactorRange&&(this[w]=y.v_synthetic(this[w])),g instanceof f.FactorRange&&(this[b]=g.v_synthetic(this[b])))}null!=this.glglyph&&this.glglyph.set_data_changed(this._x.length),this._set_data(i),this.index_data()},i.prototype._set_data=function(t){},i.prototype.index_data=function(){this.index=this._index_data()},i.prototype.mask_data=function(t){return null!=this.glglyph||null==this._mask_data?t:this._mask_data()},i.prototype.map_data=function(){for(var t,e=0,i=this.model._coords;e<i.length;e++){var n=i[e],r=n[0],s=n[1],o=\"s\"+r,a=\"s\"+s;if(s=\"_\"+s,null!=this[r=\"_\"+r]&&(y.isArray(this[r][0])||y.isTypedArray(this[r][0]))){var h=this[r].length;this[o]=new Array(h),this[a]=new Array(h);for(var _=0;_<h;_++){var l=this.map_to_screen(this[r][_],this[s][_]),p=l[0],c=l[1];this[o][_]=p,this[a][_]=c}}else t=this.map_to_screen(this[r],this[s]),this[o]=t[0],this[a]=t[1]}this._map_data()},i.prototype._map_data=function(){},i.prototype.map_to_screen=function(t,e){return this.renderer.plot_view.map_to_screen(t,e,this.model.x_range_name,this.model.y_range_name)},i}(_.View);i.GlyphView=g,g.__name__=\"GlyphView\";var v=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Glyph=function(){this.prototype._coords=[],this.internal({x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"]})},e.coords=function(t){var e=this.prototype._coords.concat(t);this.prototype._coords=e;for(var i={},n=0,r=t;n<r.length;n++){var o=r[n],a=o[0],h=o[1];i[a]=[s.CoordinateSpec],i[h]=[s.CoordinateSpec]}this.define(i)},e}(l.Model);i.Glyph=v,v.__name__=\"Glyph\",v.init_Glyph()},\n function _(t,n,r){var e=t(110),i=t(173);function o(t){return t*t}function u(t,n){return o(t.x-n.x)+o(t.y-n.y)}function a(t,n,r){var e=u(n,r);if(0==e)return u(t,n);var i=((t.x-n.x)*(r.x-n.x)+(t.y-n.y)*(r.y-n.y))/e;return u(t,i<0?n:i>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;a<r.length;a++){var s=r[a],_=e[a];u<n!=_<n&&o+(n-u)/(_-u)*(s-o)<t&&(i=!i),o=s,u=_}return i},r.point_in_ellipse=function(t,n,r,e,i,o,u){var a=Math.pow(Math.cos(r)/i,2)+Math.pow(Math.sin(r)/e,2),s=2*Math.cos(r)*Math.sin(r)*(Math.pow(1/i,2)-Math.pow(1/e,2)),_=Math.pow(Math.cos(r)/e,2)+Math.pow(Math.sin(r)/i,2);return a*Math.pow(t-o,2)+s*(t-o)*(n-u)+_*Math.pow(n-u,2)<=1},r.create_empty_hit_test_result=function(){return new i.Selection},r.create_hit_test_result_from_hits=function(t){var n=new i.Selection;return n.indices=e.sort_by(t,function(t){return t[0],t[1]}).map(function(t){var n=t[0];return t[1],n}),n},r.dist_2_pts=u,r.dist_to_segment_squared=a,r.dist_to_segment=function(t,n,r){return Math.sqrt(a(t,n,r))},r.check_2_segments_intersect=function(t,n,r,e,i,o,u,a){var s=(a-o)*(r-t)-(u-i)*(e-n);if(0==s)return{hit:!1,x:null,y:null};var _=n-o,h=t-i,c=(u-i)*_-(a-o)*h;return h=((r-t)*_-(e-n)*h)/s,{hit:(_=c/s)>0&&_<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;i<t.length;i++){var a=t[i];if(a in e)throw new Error(\"duplicate factor or subfactor: \"+a);e[a]={value:.5+i*(1+n)+r}}return[e,(t.length-1)*n]}function h(t,n,r,e){void 0===e&&(e=0);for(var i={},a={},s=[],p=0,h=t;p<h.length;p++){var g=h[p],c=g[0],f=g[1];c in a||(a[c]=[],s.push(c)),a[c].push(f)}for(var l=e,d=0,_=function(t){var e=a[t].length,s=u(a[t],r,l),p=s[0],h=s[1];d+=h;var g=o.sum(a[t].map(function(t){return p[t].value}));i[t]={value:g/e,mapping:p},l+=e+n+h},v=0,m=s;v<m.length;v++){_(c=m[v])}return[i,s,(s.length-1)*n+d]}function g(t,n,r,e,i){void 0===i&&(i=0);for(var a={},s={},p=[],u=0,g=t;u<g.length;u++){var c=g[u],f=c[0],l=c[1],d=c[2];f in s||(s[f]=[],p.push(f)),s[f].push([l,d])}for(var _=[],v=i,m=0,y=function(t){for(var i=s[t].length,p=h(s[t],r,e,v),u=p[0],g=p[1],c=p[2],f=0,l=g;f<l.length;f++){var d=l[f];_.push([t,d])}m+=c;var y=o.sum(s[t].map(function(t){var n=t[0];return u[n].value}));a[t]={value:y/i,mapping:u},v+=i+n+c},b=0,N=p;b<N.length;b++){y(f=N[b])}return[a,p,_,(p.length-1)*n+m]}r.map_one_level=u,r.map_two_levels=h,r.map_three_levels=g;var c=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_FactorRange=function(){this.define({factors:[a.Array,[]],factor_padding:[a.Number,0],subgroup_padding:[a.Number,.8],group_padding:[a.Number,1.4],range_padding:[a.Number,0],range_padding_units:[a.PaddingUnits,\"percent\"],start:[a.Number],end:[a.Number]}),this.internal({levels:[a.Number],mids:[a.Array],tops:[a.Array],tops_groups:[a.Array]})},Object.defineProperty(n.prototype,\"min\",{get:function(){return this.start},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"max\",{get:function(){return this.end},enumerable:!0,configurable:!0}),n.prototype.initialize=function(){t.prototype.initialize.call(this),this._init(!0)},n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this),this.connect(this.properties.factors.change,function(){return n.reset()}),this.connect(this.properties.factor_padding.change,function(){return n.reset()}),this.connect(this.properties.group_padding.change,function(){return n.reset()}),this.connect(this.properties.subgroup_padding.change,function(){return n.reset()}),this.connect(this.properties.range_padding.change,function(){return n.reset()}),this.connect(this.properties.range_padding_units.change,function(){return n.reset()})},n.prototype.reset=function(){this._init(!1),this.change.emit()},n.prototype._lookup=function(t){var n;if(1==t.length)return(n=this._mapping).hasOwnProperty(t[0])?n[t[0]].value:NaN;if(2==t.length)return(n=this._mapping).hasOwnProperty(t[0])&&n[t[0]].mapping.hasOwnProperty(t[1])?n[t[0]].mapping[t[1]].value:NaN;if(3==t.length)return(n=this._mapping).hasOwnProperty(t[0])&&n[t[0]].mapping.hasOwnProperty(t[1])&&n[t[0]].mapping[t[1]].mapping.hasOwnProperty(t[2])?n[t[0]].mapping[t[1]].mapping[t[2]].value:NaN;throw new Error(\"unreachable code\")},n.prototype.synthetic=function(t){if(p.isNumber(t))return t;if(p.isString(t))return this._lookup([t]);var n=0,r=t[t.length-1];return p.isNumber(r)&&(n=r,t=t.slice(0,-1)),this._lookup(t)+n},n.prototype.v_synthetic=function(t){var n=this;return s.map(t,function(t){return n.synthetic(t)})},n.prototype._init=function(t){var n,r,e,i,a;if(o.every(this.factors,p.isString))i=1,n=u(this.factors,this.factor_padding),this._mapping=n[0],a=n[1];else if(o.every(this.factors,function(t){return p.isArray(t)&&2==t.length&&p.isString(t[0])&&p.isString(t[1])}))i=2,r=h(this.factors,this.group_padding,this.factor_padding),this._mapping=r[0],this.tops=r[1],a=r[2];else{if(!o.every(this.factors,function(t){return p.isArray(t)&&3==t.length&&p.isString(t[0])&&p.isString(t[1])&&p.isString(t[2])}))throw new Error(\"???\");i=3,e=g(this.factors,this.group_padding,this.subgroup_padding,this.factor_padding),this._mapping=e[0],this.tops=e[1],this.mids=e[2],a=e[3]}var s=0,c=this.factors.length+a;if(\"percent\"==this.range_padding_units){var f=(c-s)*this.range_padding/2;s-=f,c+=f}else s-=this.range_padding,c+=this.range_padding;this.setv({start:s,end:c,levels:i},{silent:t}),\"auto\"==this.bounds&&this.setv({bounds:[s,c]},{silent:!0})},n}(i.Range);r.FactorRange=c,c.__name__=\"FactorRange\",c.init_FactorRange()},\n function _(t,n,e){var i=t(113),a=t(166),c=t(121),l=t(109),r=function(t){function n(n){var e=t.call(this,n)||this;return e.have_updated_interactively=!1,e}return i.__extends(n,t),n.init_Range=function(){this.define({callback:[c.Any],bounds:[c.Any],min_interval:[c.Any],max_interval:[c.Any]}),this.internal({plots:[c.Array,[]]})},n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return n._emit_callback()})},n.prototype._emit_callback=function(){null!=this.callback&&(l.isFunction(this.callback)?this.callback(this):this.callback.execute(this,{}))},Object.defineProperty(n.prototype,\"is_reversed\",{get:function(){return this.start>this.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<o.length;l++){var r=o[l];0!=r?isNaN(e[r]+n[r])?(t.closePath(),s.apply(t),t.beginPath()):t.lineTo(e[r],n[r]):(t.beginPath(),t.moveTo(e[r],n[r]))}t.closePath(),s.call(t)},i.prototype._render=function(t,i,e){var n=this,s=e.sx,l=e.sy;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner_loop(t,i,s,l,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner_loop(t,i,s,l,t.fill)},function(){return n.renderer.request_render()}),this.visuals.line.doit&&(this.visuals.line.set_value(t),this._inner_loop(t,i,s,l,t.stroke))},i.prototype.draw_legend_for_index=function(t,i,e){l.generic_area_legend(this.visuals,t,i,e)},i.prototype._hit_point=function(t){var i=this,e=o.create_empty_hit_test_result();return o.point_in_poly(t.sx,t.sy,this.sx,this.sy)&&(e.add_to_selected_glyphs(this.model),e.get_view=function(){return i}),e},i}(s.XYGlyphView);e.PatchView=r,r.__name__=\"PatchView\";var _=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Patch=function(){this.prototype.default_view=r,this.mixins([\"line\",\"fill\",\"hatch\"])},i}(s.XYGlyph);e.Patch=_,_.__name__=\"Patch\",_.init_Patch()},\n function _(t,e,i){var n=t(113),r=t(189),s=t(179),o=t(183),a=t(121),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._x1.length;e<i;e++){var n=this._x1[e],r=this._x2[e],o=this._y[e];!isNaN(n+r+o)&&isFinite(n+r+o)&&t.push({x0:Math.min(n,r),y0:o,x1:Math.max(n,r),y1:o,i:e})}return new s.SpatialIndex(t)},e.prototype._inner=function(t,e,i,n,r){t.beginPath();for(var s=0,o=e.length;s<o;s++)t.lineTo(e[s],n[s]);for(s=i.length-1;s>=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<h;a++)r[a]=this.sx1[a],s[a]=this.sy[a],r[n+a]=this.sx2[n-a-1],s[n+a]=this.sy[n-a-1];return o.point_in_poly(t.sx,t.sy,r,s)&&(i.add_to_selected_glyphs(this.model),i.get_view=function(){return e}),i},e.prototype.scenterx=function(t){return(this.sx1[t]+this.sx2[t])/2},e.prototype.scentery=function(t){return this.sy[t]},e.prototype._map_data=function(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)},e}(r.AreaView);i.HAreaView=h,h.__name__=\"HAreaView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_HArea=function(){this.prototype.default_view=h,this.define({x1:[a.CoordinateSpec],x2:[a.CoordinateSpec],y:[a.CoordinateSpec]})},e}(r.Area);i.HArea=_,_.__name__=\"HArea\",_.init_HArea()},\n function _(n,e,i){var t=n(113),r=n(182),_=n(186),a=function(n){function e(){return null!==n&&n.apply(this,arguments)||this}return t.__extends(e,n),e.prototype.draw_legend_for_index=function(n,e,i){_.generic_area_legend(this.visuals,n,e,i)},e}(r.GlyphView);i.AreaView=a,a.__name__=\"AreaView\";var u=function(n){function e(e){return n.call(this,e)||this}return t.__extends(e,n),e.init_Area=function(){this.mixins([\"fill\",\"hatch\"])},e}(r.Glyph);i.Area=u,u.__name__=\"Area\",u.init_Area()},\n function _(t,e,i){var n=t(113),r=t(189),s=t(179),o=t(183),a=t(121),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._x.length;e<i;e++){var n=this._x[e],r=this._y1[e],o=this._y2[e];!isNaN(n+r+o)&&isFinite(n+r+o)&&t.push({x0:n,y0:Math.min(r,o),x1:n,y1:Math.max(r,o),i:e})}return new s.SpatialIndex(t)},e.prototype._inner=function(t,e,i,n,r){t.beginPath();for(var s=0,o=i.length;s<o;s++)t.lineTo(e[s],i[s]);for(s=n.length-1;s>=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;a<h;a++)r[a]=this.sx[a],s[a]=this.sy1[a],r[n+a]=this.sx[n-a-1],s[n+a]=this.sy2[n-a-1];return o.point_in_poly(t.sx,t.sy,r,s)&&(i.add_to_selected_glyphs(this.model),i.get_view=function(){return e}),i},e.prototype._map_data=function(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)},e}(r.AreaView);i.VAreaView=h,h.__name__=\"VAreaView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_VArea=function(){this.prototype.default_view=h,this.define({x:[a.CoordinateSpec],y1:[a.CoordinateSpec],y2:[a.CoordinateSpec]})},e}(r.Area);i.VArea=_,_.__name__=\"VArea\",_.init_VArea()},\n function _(i,n,t){var e=i(113),c=i(166),s=i(121),o=i(173),r=i(110),u=i(171),a=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_CDSView=function(){this.define({filters:[s.Array,[]],source:[s.Instance]}),this.internal({indices:[s.Array,[]],indices_map:[s.Any,{}]})},n.prototype.initialize=function(){i.prototype.initialize.call(this),this.compute_indices()},n.prototype.connect_signals=function(){var n=this;i.prototype.connect_signals.call(this),this.connect(this.properties.filters.change,function(){n.compute_indices(),n.change.emit()});var t=function(){var i=function(){return n.compute_indices()};null!=n.source&&(n.connect(n.source.change,i),n.source instanceof u.ColumnarDataSource&&(n.connect(n.source.streaming,i),n.connect(n.source.patching,i)))},e=null!=this.source;e?t():this.connect(this.properties.source.change,function(){e||(t(),e=!0)})},n.prototype.compute_indices=function(){var i=this,n=this.filters.map(function(n){return n.compute_indices(i.source)}).filter(function(i){return null!=i});n.length>0?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;i<this.indices.length;i++)this.indices_map[this.indices[i]]=i},n.prototype.convert_selection_from_subset=function(i){var n=this,t=new o.Selection;t.update_through_union(i);var e=i.indices.map(function(i){return n.indices[i]});return t.indices=e,t.image_indices=i.image_indices,t},n.prototype.convert_selection_to_subset=function(i){var n=this,t=new o.Selection;t.update_through_union(i);var e=i.indices.map(function(i){return n.indices_map[i]});return t.indices=e,t.image_indices=i.image_indices,t},n.prototype.convert_indices_from_subset=function(i){var n=this;return i.map(function(i){return n.indices[i]})},n}(c.Model);t.CDSView=a,a.__name__=\"CDSView\",a.init_CDSView()},\n function _(e,t,n){var r=e(113),i=e(176),a=e(193),o=e(121),s=e(194),d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t.prototype.initialize=function(){var t;e.prototype.initialize.call(this),this.xscale=this.plot_view.frame.xscales.default,this.yscale=this.plot_view.frame.yscales.default,this._renderer_views={},t=s.build_views(this._renderer_views,[this.model.node_renderer,this.model.edge_renderer],{parent:this.parent}),this.node_view=t[0],this.edge_view=t[1],this.set_data()},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.layout_provider.change,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source._select,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source.inspect,function(){return t.set_data()}),this.connect(this.model.node_renderer.data_source.change,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source._select,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source.inspect,function(){return t.set_data()}),this.connect(this.model.edge_renderer.data_source.change,function(){return t.set_data()});var n=this.plot_view.frame,r=n.x_ranges,i=n.y_ranges;for(var a in r){var o=r[a];this.connect(o.change,function(){return t.set_data()})}for(var a in i){o=i[a];this.connect(o.change,function(){return t.set_data()})}},t.prototype.set_data=function(e){var t,n;void 0===e&&(e=!0),this.node_view.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.edge_view.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0});var r=this.node_view.glyph;t=this.model.layout_provider.get_node_coordinates(this.model.node_renderer.data_source),r._x=t[0],r._y=t[1];var i=this.edge_view.glyph;n=this.model.layout_provider.get_edge_coordinates(this.model.edge_renderer.data_source),i._xs=n[0],i._ys=n[1],r.index_data(),i.index_data(),e&&this.request_render()},t.prototype.render=function(){this.edge_view.render(),this.node_view.render()},t}(i.DataRendererView);n.GraphRendererView=d,d.__name__=\"GraphRendererView\";var _=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.init_GraphRenderer=function(){this.prototype.default_view=d,this.define({layout_provider:[o.Instance],node_renderer:[o.Instance],edge_renderer:[o.Instance],selection_policy:[o.Instance,function(){return new a.NodesOnly}],inspection_policy:[o.Instance,function(){return new a.NodesOnly}]})},t.prototype.get_selection_manager=function(){return this.node_renderer.data_source.selection_manager},t}(i.DataRenderer);n.GraphRenderer=_,_.__name__=\"GraphRenderer\",_.init_GraphRenderer()},\n function _(e,t,n){var r=e(113),d=e(166),o=e(114),i=e(110),_=e(183),s=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype._hit_test_nodes=function(e,t){if(!t.model.visible)return null;var n=t.node_view.glyph.hit_test(e);return null==n?null:t.node_view.model.view.convert_selection_from_subset(n)},t.prototype._hit_test_edges=function(e,t){if(!t.model.visible)return null;var n=t.edge_view.glyph.hit_test(e);return null==n?null:t.edge_view.model.view.convert_selection_from_subset(n)},t}(d.Model);n.GraphHitTestPolicy=s,s.__name__=\"GraphHitTestPolicy\";var a=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_nodes(e,t)},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.node_renderer.data_source.selected;return d.update(e,n,r),t.node_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.model.get_selection_manager().get_or_create_inspector(n.node_view.model);return o.update(e,r,d),n.node_view.model.data_source.setv({inspected:o},{silent:!0}),n.node_view.model.data_source.inspect.emit([n.node_view,{geometry:t}]),!o.is_empty()},t}(s);n.NodesOnly=a,a.__name__=\"NodesOnly\";var c=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_nodes(e,t)},t.prototype.get_linked_edges=function(e,t,n){var r=[];\"selection\"==n?r=e.selected.indices.map(function(t){return e.data.index[t]}):\"inspection\"==n&&(r=e.inspected.indices.map(function(t){return e.data.index[t]}));for(var d=[],o=0;o<t.data.start.length;o++)(i.contains(r,t.data.start[o])||i.contains(r,t.data.end[o]))&&d.push(o);for(var s=_.create_empty_hit_test_result(),a=0,c=d;a<c.length;a++){o=c[a];s.multiline_indices[o]=[0]}return s.indices=d,s},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.node_renderer.data_source.selected;d.update(e,n,r);var o=t.edge_renderer.data_source.selected,i=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(i,n,r),t.node_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.node_view.model.data_source.selection_manager.get_or_create_inspector(n.node_view.model);o.update(e,r,d),n.node_view.model.data_source.setv({inspected:o},{silent:!0});var i=n.edge_view.model.data_source.selection_manager.get_or_create_inspector(n.edge_view.model),_=this.get_linked_edges(n.node_view.model.data_source,n.edge_view.model.data_source,\"inspection\");return i.update(_,r,d),n.edge_view.model.data_source.setv({inspected:i},{silent:!0}),n.node_view.model.data_source.inspect.emit([n.node_view,{geometry:t}]),!o.is_empty()},t}(s);n.NodesAndLinkedEdges=c,c.__name__=\"NodesAndLinkedEdges\";var u=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.prototype.hit_test=function(e,t){return this._hit_test_edges(e,t)},t.prototype.get_linked_nodes=function(e,t,n){var r=[];\"selection\"==n?r=t.selected.indices:\"inspection\"==n&&(r=t.inspected.indices);for(var d=[],s=0,a=r;s<a.length;s++){var c=a[s];d.push(t.data.start[c]),d.push(t.data.end[c])}var u=i.uniq(d).map(function(t){return o.indexOf(e.data.index,t)}),l=_.create_empty_hit_test_result();return l.indices=u,l},t.prototype.do_selection=function(e,t,n,r){if(null==e)return!1;var d=t.edge_renderer.data_source.selected;d.update(e,n,r);var o=t.node_renderer.data_source.selected,i=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(i,n,r),t.edge_renderer.data_source._select.emit(),!d.is_empty()},t.prototype.do_inspection=function(e,t,n,r,d){if(null==e)return!1;var o=n.edge_view.model.data_source.selection_manager.get_or_create_inspector(n.edge_view.model);o.update(e,r,d),n.edge_view.model.data_source.setv({inspected:o},{silent:!0});var i=n.node_view.model.data_source.selection_manager.get_or_create_inspector(n.node_view.model),_=this.get_linked_nodes(n.node_view.model.data_source,n.edge_view.model.data_source,\"inspection\");return i.update(_,r,d),n.node_view.model.data_source.setv({inspected:i},{silent:!0}),n.edge_view.model.data_source.inspect.emit([n.edge_view,{geometry:t}]),!o.is_empty()},t}(s);n.EdgesAndLinkedNodes=u,u.__name__=\"EdgesAndLinkedNodes\"},\n function _(e,n,r){var t=e(110);r.build_views=function(e,n,r,i){void 0===i&&(i=function(e){return e.default_view});for(var o=0,c=t.difference(Object.keys(e),n.map(function(e){return e.id}));o<c.length;o++){var f=c[o];e[f].remove(),delete e[f]}for(var u=[],v=0,a=n.filter(function(n){return null==e[n.id]});v<a.length;v++){var l=a[v],s=new(i(l))(Object.assign(Object.assign({},r),{model:l,connect_signals:!1}));e[l.id]=s,u.push(s)}for(var d=0,g=u;d<g.length;d++)(s=g[d]).connect_signals();return u},r.remove_views=function(e){for(var n in e)e[n].remove(),delete e[n]}},\n function _(t,e,n){var r=t(113),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.do_selection=function(t,e,n,r){return null!==t&&(e.selected.update(t,n,r),e._select.emit(),!e.selected.is_empty())},e}(t(166).Model);n.SelectionPolicy=u,u.__name__=\"SelectionPolicy\";var i=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;r<u.length;r++){var i=u[r].hit_test(t);null!==i&&n.push(i)}if(n.length>0){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 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t}t.ARRAY_TYPES={uint8:Uint8Array,int8:Int8Array,uint16:Uint16Array,int16:Int16Array,uint32:Uint32Array,int32:Int32Array,float32:Float32Array,float64:Float64Array},t.DTYPES={Uint8Array:\"uint8\",Int8Array:\"int8\",Uint16Array:\"uint16\",Int16Array:\"int16\",Uint32Array:\"uint32\",Int32Array:\"int32\",Float32Array:\"float32\",Float64Array:\"float64\"},t.BYTE_ORDER=e.is_little_endian?\"little\":\"big\",t.swap16=i,t.swap32=o,t.swap64=f,t.process_buffer=u,t.process_array=y,t.arrayBufferToBase64=s,t.base64ToArrayBuffer=A,t.decode_base64=c,t.encode_base64=_,t.decode_column_data=function(r,n){void 0===n&&(n=[]);var t={},e={};for(var i in r){var o=r[i];if(a.isArray(o)){if(0==o.length||!a.isObject(o[0])&&!a.isArray(o[0])){t[i]=o;continue}var f=l(o,n),u=f[0],s=f[1];t[i]=u,e[i]=s}else{var A=y(o,n),c=A[0],_=A[1];t[i]=c,e[i]=_}}return[t,e]},t.encode_column_data=function(r,n){var t={};for(var e in r){var i=r[e],o=null!=n?n[e]:void 0,f=void 0;f=a.isTypedArray(i)?_(i,o):a.isArray(i)?v(i,o||[]):i,t[e]=f}return t}},\n function _(n,i,e){var r;e.is_ie=(r=\"undefined\"!=typeof navigator?navigator.userAgent:\"\").indexOf(\"MSIE\")>=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<arguments.length;r++)t[r-1]=arguments[r];for(var e=n.length,o=0,g=t;o<g.length;o++)e+=(f=g[o]).length;var h=new n.constructor(e);h.set(n,0);for(var l=n.length,a=0,c=t;a<c.length;a++){var f=c[a];h.set(f,l),l+=f.length}return h}},\n function _(t,e,n){var o=t(113),r=t(115),i=function(){return function(t){this.document=t}}();n.DocumentChangedEvent=i,i.__name__=\"DocumentChangedEvent\";var s=function(t){function e(e,n,o,r,i,s,d){var u=t.call(this,e)||this;return u.model=n,u.attr=o,u.old=r,u.new_=i,u.setter_id=s,u.hint=d,u}return o.__extends(e,t),e.prototype.json=function(t){if(\"id\"===this.attr)throw new Error(\"'id' field should never change, whatever code just set it is wrong\");if(null!=this.hint)return this.hint.json(t);var e=this.new_,n=r.HasProps._value_to_json(this.attr,e,this.model),o={};for(var i in r.HasProps._value_record_references(e,o,!0),this.model.id in o&&this.model!==e&&delete o[this.model.id],o)t[i]=o[i];return{kind:\"ModelChanged\",model:this.model.ref(),attr:this.attr,new:n}},e}(i);n.ModelChangedEvent=s,s.__name__=\"ModelChangedEvent\";var d=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.column_source=n,r.patches=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"ColumnsPatched\",column_source:this.column_source,patches:this.patches}},e}(i);n.ColumnsPatchedEvent=d,d.__name__=\"ColumnsPatchedEvent\";var u=function(t){function e(e,n,o,r){var i=t.call(this,e)||this;return i.column_source=n,i.data=o,i.rollover=r,i}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"ColumnsStreamed\",column_source:this.column_source,data:this.data,rollover:this.rollover}},e}(i);n.ColumnsStreamedEvent=u,u.__name__=\"ColumnsStreamedEvent\";var a=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.title=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"TitleChanged\",title:this.title}},e}(i);n.TitleChangedEvent=a,a.__name__=\"TitleChangedEvent\";var l=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.model=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return r.HasProps._value_record_references(this.model,t,!0),{kind:\"RootAdded\",model:this.model.ref()}},e}(i);n.RootAddedEvent=l,l.__name__=\"RootAddedEvent\";var _=function(t){function e(e,n,o){var r=t.call(this,e)||this;return r.model=n,r.setter_id=o,r}return o.__extends(e,t),e.prototype.json=function(t){return{kind:\"RootRemoved\",model:this.model.ref()}},e}(i);n.RootRemovedEvent=_,_.__name__=\"RootRemovedEvent\"},\n function _(e,t,i){var s=e(113),n=e(131),o=e(170),_=e(121),r=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,o=s.xscales[this.model.x_range_name],_=s.yscales[this.model.y_range_name],r=\"height\"==n?_:o,a=\"height\"==n?o:_,l=\"height\"==n?s.yview:s.xview,h=\"height\"==n?s.xview:s.yview;e=\"data\"==this.model.properties.lower.units?r.v_compute(this._lower):l.v_compute(this._lower),t=\"data\"==this.model.properties.upper.units?r.v_compute(this._upper):l.v_compute(this._upper),i=\"data\"==this.model.properties.base.units?a.v_compute(this._base):h.v_compute(this._base);var p=\"height\"==n?[1,0]:[0,1],u=p[0],c=p[1],d=[e,i],m=[t,i];this._lower_sx=d[u],this._lower_sy=d[c],this._upper_sx=m[u],this._upper_sy=m[c]},t.prototype.render=function(){if(this.model.visible){this._map_data();var e=this.plot_view.canvas_view.ctx;e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(var t=0,i=this._lower_sx.length;t<i;t++)e.lineTo(this._lower_sx[t],this._lower_sy[t]);for(t=this._upper_sx.length-1;t>=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;t<i;t++)e.lineTo(this._lower_sx[t],this._lower_sy[t]);this.visuals.line.doit&&(this.visuals.line.set_value(e),e.stroke()),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(t=0,i=this._upper_sx.length;t<i;t++)e.lineTo(this._upper_sx[t],this._upper_sy[t]);this.visuals.line.doit&&(this.visuals.line.set_value(e),e.stroke())}},t}(n.AnnotationView);i.BandView=r,r.__name__=\"BandView\";var a=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_Band=function(){this.prototype.default_view=r,this.mixins([\"line\",\"fill\"]),this.define({lower:[_.DistanceSpec],upper:[_.DistanceSpec],base:[_.DistanceSpec],dimension:[_.Dimension,\"height\"],source:[_.Instance,function(){return new o.ColumnDataSource}],x_range_name:[_.String,\"default\"],y_range_name:[_.String,\"default\"]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},t}(n.Annotation);i.Band=a,a.__name__=\"Band\",a.init_Band()},\n function _(t,i,e){var s=t(113),o=t(131),n=t(116),l=t(163),r=t(121),a=t(181),h=t(202);e.EDGE_TOLERANCE=2.5;var u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_overlays.appendChild(this.el),this.el.classList.add(h.bk_shading),l.undisplay(this.el)},i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?(this.connect(this.model.change,function(){return i.render()}),this.connect(this.model.data_update,function(){return i.render()})):(this.connect(this.model.change,function(){return i.plot_view.request_render()}),this.connect(this.model.data_update,function(){return i.plot_view.request_render()}))},i.prototype.render=function(){var t=this;if(this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible)if(null!=this.model.left||null!=this.model.right||null!=this.model.top||null!=this.model.bottom){var i=this.plot_view.frame,e=i.xscales[this.model.x_range_name],s=i.yscales[this.model.y_range_name],o=function(i,e,s,o,n){return null!=i?t.model.screen?i:\"data\"==e?s.compute(i):o.compute(i):n};this.sleft=o(this.model.left,this.model.left_units,e,i.xview,i._left.value),this.sright=o(this.model.right,this.model.right_units,e,i.xview,i._right.value),this.stop=o(this.model.top,this.model.top_units,s,i.yview,i._top.value),this.sbottom=o(this.model.bottom,this.model.bottom_units,s,i.yview,i._bottom.value),(\"css\"==this.model.render_mode?this._css_box.bind(this):this._canvas_box.bind(this))(this.sleft,this.sright,this.sbottom,this.stop)}else l.undisplay(this.el)},i.prototype._css_box=function(t,i,e,s){var o=this.model.properties.line_width.value(),n=Math.floor(i-t)-o,r=Math.floor(e-s)-o;this.el.style.left=t+\"px\",this.el.style.width=n+\"px\",this.el.style.top=s+\"px\",this.el.style.height=r+\"px\",this.el.style.borderWidth=o+\"px\",this.el.style.borderColor=this.model.properties.line_color.value(),this.el.style.backgroundColor=this.model.properties.fill_color.value(),this.el.style.opacity=this.model.properties.fill_alpha.value();var a=this.model.properties.line_dash.value().length<2?\"solid\":\"dashed\";this.el.style.borderStyle=a,l.display(this.el)},i.prototype._canvas_box=function(t,i,e,s){var o=this.plot_view.canvas_view.ctx;o.save(),o.beginPath(),o.rect(t,s,i-t,e-s),this.visuals.fill.set_value(o),o.fill(),this.visuals.line.set_value(o),o.stroke(),o.restore()},i.prototype.interactive_bbox=function(){var t=this.model.properties.line_width.value()+e.EDGE_TOLERANCE;return new a.BBox({x0:this.sleft-t,y0:this.stop-t,x1:this.sright+t,y1:this.sbottom+t})},i.prototype.interactive_hit=function(t,i){return null!=this.model.in_cursor&&this.interactive_bbox().contains(t,i)},i.prototype.cursor=function(t,i){return Math.abs(t-this.sleft)<3||Math.abs(t-this.sright)<3?this.model.ew_cursor:Math.abs(i-this.sbottom)<3||Math.abs(i-this.stop)<3?this.model.ns_cursor:t>this.sleft&&t<this.sright&&i>this.stop&&i<this.sbottom?this.model.in_cursor:null},i}(o.AnnotationView);e.BoxAnnotationView=u,u.__name__=\"BoxAnnotationView\";var d=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i.init_BoxAnnotation=function(){this.prototype.default_view=u,this.mixins([\"line\",\"fill\"]),this.define({render_mode:[r.RenderMode,\"canvas\"],x_range_name:[r.String,\"default\"],y_range_name:[r.String,\"default\"],top:[r.Number,null],top_units:[r.SpatialUnits,\"data\"],bottom:[r.Number,null],bottom_units:[r.SpatialUnits,\"data\"],left:[r.Number,null],left_units:[r.SpatialUnits,\"data\"],right:[r.Number,null],right_units:[r.SpatialUnits,\"data\"]}),this.internal({screen:[r.Boolean,!1],ew_cursor:[r.String,null],ns_cursor:[r.String,null],in_cursor:[r.String,null]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.data_update=new n.Signal0(this,\"data_update\")},i.prototype.update=function(t){var i=t.left,e=t.right,s=t.top,o=t.bottom;this.setv({left:i,right:e,top:s,bottom:o,screen:!0},{silent:!0}),this.data_update.emit()},i}(o.Annotation);e.BoxAnnotation=d,d.__name__=\"BoxAnnotation\",d.init_BoxAnnotation()},\n function _(n,o,a){n(164),n(163).styles.append(\".bk-root .bk-shading {\\n position: absolute;\\n display: block;\\n border: 1px dashed green;\\n}\\n\"),a.bk_annotation=\"bk-annotation\",a.bk_shading=\"bk-shading\",a.bk_annotation_child=\"bk-annotation-child\"},\n function _(t,e,i){var o=t(113),r=t(131),a=t(204),n=t(208),l=t(210),s=t(215),_=t(224),h=t(225),m=t(121),d=t(226),c=t(110),u=t(114),p=t(125),f=t(109),g=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this._set_canvas_image()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.visible.change,function(){return e.plot_view.request_render()}),this.connect(this.model.ticker.change,function(){return e.plot_view.request_render()}),this.connect(this.model.formatter.change,function(){return e.plot_view.request_render()}),null!=this.model.color_mapper&&this.connect(this.model.color_mapper.change,function(){e._set_canvas_image(),e.plot_view.request_render()})},e.prototype._get_size=function(){if(null==this.model.color_mapper)return{width:0,height:0};var t=this.compute_legend_dimensions();return{width:t.width,height:t.height}},e.prototype._set_canvas_image=function(){var t,e;if(null!=this.model.color_mapper){var i,o,r=this.model.color_mapper.palette;switch(\"vertical\"==this.model.orientation&&(r=c.reversed(r)),this.model.orientation){case\"vertical\":i=(t=[1,r.length])[0],o=t[1];break;case\"horizontal\":i=(e=[r.length,1])[0],o=e[1];break;default:throw new Error(\"unreachable code\")}var a=document.createElement(\"canvas\");a.width=i,a.height=o;var n=a.getContext(\"2d\"),s=n.getImageData(0,0,i,o),_=new l.LinearColorMapper({palette:r}).rgba_mapper.v_compute(c.range(0,r.length));s.data.set(_),n.putImageData(s,0,0),this.image=a}},e.prototype.compute_legend_dimensions=function(){var t,e,i=this._computed_image_dimensions(),o=[i.height,i.width],r=o[0],a=o[1],n=this._get_label_extent(),l=this._title_extent(),s=this._tick_extent(),_=this.model.padding;switch(this.model.orientation){case\"vertical\":t=r+l+2*_,e=a+s+n+2*_;break;case\"horizontal\":t=r+l+s+n+2*_,e=a+2*_;break;default:throw new Error(\"unreachable code\")}return{width:e,height:t}},e.prototype.compute_legend_location=function(){var t,e,i=this.compute_legend_dimensions(),o=[i.height,i.width],r=o[0],a=o[1],n=this.model.margin,l=null!=this.panel?this.panel:this.plot_view.frame,s=l.bbox.ranges,_=s[0],h=s[1],m=this.model.location;if(f.isString(m))switch(m){case\"top_left\":t=_.start+n,e=h.start+n;break;case\"top_center\":t=(_.end+_.start)/2-a/2,e=h.start+n;break;case\"top_right\":t=_.end-n-a,e=h.start+n;break;case\"bottom_right\":t=_.end-n-a,e=h.end-n-r;break;case\"bottom_center\":t=(_.end+_.start)/2-a/2,e=h.end-n-r;break;case\"bottom_left\":t=_.start+n,e=h.end-n-r;break;case\"center_left\":t=_.start+n,e=(h.end+h.start)/2-r/2;break;case\"center\":t=(_.end+_.start)/2-a/2,e=(h.end+h.start)/2-r/2;break;case\"center_right\":t=_.end-n-a,e=(h.end+h.start)/2-r/2;break;default:throw new Error(\"unreachable code\")}else{if(!f.isArray(m)||2!=m.length)throw new Error(\"unreachable code\");var d=m[0],c=m[1];t=l.xview.compute(d),e=l.yview.compute(c)-r}return{sx:t,sy:e}},e.prototype.render=function(){if(this.model.visible&&null!=this.model.color_mapper){var t=this.plot_view.canvas_view.ctx;t.save();var e=this.compute_legend_location(),i=e.sx,o=e.sy;t.translate(i,o),this._draw_bbox(t);var r=this._get_image_offset();if(t.translate(r.x,r.y),this._draw_image(t),null!=this.model.color_mapper.low&&null!=this.model.color_mapper.high){var a=this.tick_info();this._draw_major_ticks(t,a),this._draw_minor_ticks(t,a),this._draw_major_labels(t,a)}this.model.title&&this._draw_title(t),t.restore()}},e.prototype._draw_bbox=function(t){var e=this.compute_legend_dimensions();t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(0,0,e.width,e.height)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()},e.prototype._draw_image=function(t){var e=this._computed_image_dimensions();t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this.image,0,0,e.width,e.height),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(0,0,e.width,e.height)),t.restore()},e.prototype._draw_major_ticks=function(t,e){if(this.visuals.major_tick_line.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=e.coords.major,h=_[0],m=_[1],d=this.model.major_tick_in,c=this.model.major_tick_out;t.save(),t.translate(l,s),this.visuals.major_tick_line.set_value(t);for(var u=0,p=h.length;u<p;u++)t.beginPath(),t.moveTo(Math.round(h[u]+o*c),Math.round(m[u]+r*c)),t.lineTo(Math.round(h[u]-o*d),Math.round(m[u]-r*d)),t.stroke();t.restore()}},e.prototype._draw_minor_ticks=function(t,e){if(this.visuals.minor_tick_line.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=e.coords.minor,h=_[0],m=_[1],d=this.model.minor_tick_in,c=this.model.minor_tick_out;t.save(),t.translate(l,s),this.visuals.minor_tick_line.set_value(t);for(var u=0,p=h.length;u<p;u++)t.beginPath(),t.moveTo(Math.round(h[u]+o*c),Math.round(m[u]+r*c)),t.lineTo(Math.round(h[u]-o*d),Math.round(m[u]-r*d)),t.stroke();t.restore()}},e.prototype._draw_major_labels=function(t,e){if(this.visuals.major_label_text.doit){var i=this._normals(),o=i[0],r=i[1],a=this._computed_image_dimensions(),n=[a.width*o,a.height*r],l=n[0],s=n[1],_=this.model.label_standoff+this._tick_extent(),h=[_*o,_*r],m=h[0],d=h[1],c=e.coords.major,u=c[0],p=c[1],f=e.labels.major;this.visuals.major_label_text.set_value(t),t.save(),t.translate(l+m,s+d);for(var g=0,v=u.length;g<v;g++)t.fillText(f[g],Math.round(u[g]+o*this.model.label_standoff),Math.round(p[g]+r*this.model.label_standoff));t.restore()}},e.prototype._draw_title=function(t){this.visuals.title_text.doit&&(t.save(),this.visuals.title_text.set_value(t),t.fillText(this.model.title,0,-this.model.title_standoff),t.restore())},e.prototype._get_label_extent=function(){var t,e=this.tick_info().labels.major;if(null==this.model.color_mapper.low||null==this.model.color_mapper.high||p.isEmpty(e))t=0;else{var i=this.plot_view.canvas_view.ctx;switch(i.save(),this.visuals.major_label_text.set_value(i),this.model.orientation){case\"vertical\":t=c.max(e.map(function(t){return i.measureText(t.toString()).width}));break;case\"horizontal\":t=d.measure_font(this.visuals.major_label_text.font_value()).height;break;default:throw new Error(\"unreachable code\")}t+=this.model.label_standoff,i.restore()}return t},e.prototype._get_image_offset=function(){return{x:this.model.padding,y:this.model.padding+this._title_extent()}},e.prototype._normals=function(){return\"vertical\"==this.model.orientation?[1,0]:[0,1]},e.prototype._title_extent=function(){var t=this.model.title_text_font+\" \"+this.model.title_text_font_size+\" \"+this.model.title_text_font_style;return this.model.title?d.measure_font(t).height+this.model.title_standoff:0},e.prototype._tick_extent=function(){return null!=this.model.color_mapper.low&&null!=this.model.color_mapper.high?c.max([this.model.major_tick_out,this.model.minor_tick_out]):0},e.prototype._computed_image_dimensions=function(){var t,e,i=this.plot_view.frame._height.value,o=this.plot_view.frame._width.value,r=this._title_extent();switch(this.model.orientation){case\"vertical\":\"auto\"==this.model.height?null!=this.panel?t=i-2*this.model.padding-r:(t=c.max([25*this.model.color_mapper.palette.length,.3*i]),t=c.min([t,.8*i-2*this.model.padding-r])):t=this.model.height,e=\"auto\"==this.model.width?25:this.model.width;break;case\"horizontal\":t=\"auto\"==this.model.height?25:this.model.height,\"auto\"==this.model.width?null!=this.panel?e=o-2*this.model.padding:(e=c.max([25*this.model.color_mapper.palette.length,.3*o]),e=c.min([e,.8*o-2*this.model.padding])):e=this.model.width;break;default:throw new Error(\"unreachable code\")}return{width:e,height:t}},e.prototype._tick_coordinate_scale=function(t){var e={source_range:new h.Range1d({start:this.model.color_mapper.low,end:this.model.color_mapper.high}),target_range:new h.Range1d({start:0,end:t})};switch(this.model.color_mapper.type){case\"LinearColorMapper\":return new s.LinearScale(e);case\"LogColorMapper\":return new _.LogScale(e);default:throw new Error(\"unreachable code\")}},e.prototype._format_major_labels=function(t,e){for(var i=this.model.formatter.doFormat(t,null),o=0,r=e.length;o<r;o++)e[o]in this.model.major_label_overrides&&(i[o]=this.model.major_label_overrides[e[o]]);return i},e.prototype.tick_info=function(){var t,e=this._computed_image_dimensions();switch(this.model.orientation){case\"vertical\":t=e.height;break;case\"horizontal\":t=e.width;break;default:throw new Error(\"unreachable code\")}for(var i=this._tick_coordinate_scale(t),o=this._normals(),r=o[0],a=o[1],n=[this.model.color_mapper.low,this.model.color_mapper.high],l=n[0],s=n[1],_=this.model.ticker.get_ticks(l,s,null,null,this.model.ticker.desired_num_ticks),h=_.major,m=_.minor,d=[[],[]],c=[[],[]],p=0,f=h.length;p<f;p++)h[p]<l||h[p]>s||(d[r].push(h[p]),d[a].push(0));for(p=0,f=m.length;p<f;p++)m[p]<l||m[p]>s||(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<p.length;m++){var g=p[m],v=a[0]-g;t<=v&&v<=n&&l.push(v)}for(var k=0,d=a;k<d.length;k++)for(var N=d[k],y=0,T=h;y<T.length;y++){g=T[y];t<=(v=N+g)&&v<=n&&l.push(v)}}return{major:a,minor:l}},n.prototype.get_min_interval=function(){return this.min_interval},n.prototype.get_max_interval=function(){return null!=this.max_interval?this.max_interval:1/0},n.prototype.get_ideal_interval=function(t,n,i){return(n-t)/i},n}(e.Ticker);i.ContinuousTicker=s,s.__name__=\"ContinuousTicker\",s.init_ContinuousTicker()},\n function _(n,e,t){var i=n(113),r=function(n){function e(e){return n.call(this,e)||this}return i.__extends(e,n),e}(n(166).Model);t.Ticker=r,r.__name__=\"Ticker\"},\n function _(i,e,t){var r=i(113),n=i(209),o=i(121),a=i(109),c=function(i){function e(e){var t=i.call(this,e)||this;return t.last_precision=3,t}return r.__extends(e,i),e.init_BasicTickFormatter=function(){this.define({precision:[o.Any,\"auto\"],use_scientific:[o.Boolean,!0],power_limit_high:[o.Number,5],power_limit_low:[o.Number,-3]})},Object.defineProperty(e.prototype,\"scientific_limit_low\",{get:function(){return Math.pow(10,this.power_limit_low)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"scientific_limit_high\",{get:function(){return Math.pow(10,this.power_limit_high)},enumerable:!0,configurable:!0}),e.prototype.doFormat=function(i,e){if(0==i.length)return[];var t=0;i.length>=2&&(t=Math.abs(i[1]-i[0])/1e4);var r=!1;if(this.use_scientific)for(var n=0,o=i;n<o.length;n++){var c=o[n],l=Math.abs(c);if(l>t&&(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<f;p++){var g=o[p];if(isNaN(g))n[p]=t;else if(g!=u){var v=(g-a)*s,m=Math.floor(v/c);n[p]=m<0?null!=e?e:l[0]:m>_?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;n<e;n++)r[n]=c(t[n]);return r}function p(t){if(_.is_little_endian)for(var r=new DataView(t.buffer),n=0,e=t.length;n<e;n++)r.setUint32(4*n,t[n]);return new Uint8Array(t.buffer)}n._convert_color=c,n._convert_palette=l,n._uint32_to_rgba=p;var f=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_ColorMapper=function(){this.define({palette:[i.Any],nan_color:[i.Color,\"gray\"]})},r.prototype.v_compute=function(t){var r=new Array(t.length);return this._v_compute(t,r,this.palette,this._colors(function(t){return t})),r},Object.defineProperty(r.prototype,\"rgba_mapper\",{get:function(){var t=this,r=l(this.palette),n=this._colors(c);return{v_compute:function(e){var o=new Uint32Array(e.length);return t._v_compute(e,o,r,n),p(o)}}},enumerable:!0,configurable:!0}),r.prototype._colors=function(t){return{nan_color:t(this.nan_color)}},r}(o.Mapper);n.ColorMapper=f,f.__name__=\"ColorMapper\",f.init_ColorMapper()},\n function _(n,r,t){var e=n(113),o=function(n){function r(r){return n.call(this,r)||this}return e.__extends(r,n),r.prototype.compute=function(n){throw new Error(\"mapping single values is not supported\")},r}(n(214).Transform);t.Mapper=o,o.__name__=\"Mapper\"},\n function _(n,r,t){var _=n(113),e=function(n){function r(r){return n.call(this,r)||this}return _.__extends(r,n),r}(n(166).Model);t.Transform=e,e.__name__=\"Transform\"},\n function _(t,e,r){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(t){var e=this._compute_state();return e[0]*t+e[1]},e.prototype.v_compute=function(t){for(var e=this._compute_state(),r=e[0],n=e[1],o=new Float64Array(t.length),a=0;a<t.length;a++)o[a]=r*t[a]+n;return o},e.prototype.invert=function(t){var e=this._compute_state(),r=e[0];return(t-e[1])/r},e.prototype.v_invert=function(t){for(var e=this._compute_state(),r=e[0],n=e[1],o=new Float64Array(t.length),a=0;a<t.length;a++)o[a]=(t[a]-n)/r;return o},e.prototype._compute_state=function(){var t=this.source_range.start,e=this.source_range.end,r=this.target_range.start,n=(this.target_range.end-r)/(e-t);return[n,-n*t+r]},e}(t(216).Scale);r.LinearScale=o,o.__name__=\"LinearScale\"},\n function _(t,e,n){var r=t(113),i=t(217),s=t(121),c=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_Scale=function(){this.internal({source_range:[s.Any],target_range:[s.Any]})},e.prototype.r_compute=function(t,e){return this.target_range.is_reversed?[this.compute(e),this.compute(t)]:[this.compute(t),this.compute(e)]},e.prototype.r_invert=function(t,e){return this.target_range.is_reversed?[this.invert(e),this.invert(t)]:[this.invert(t),this.invert(e)]},e}(i.Transform);n.Scale=c,c.__name__=\"Scale\",c.init_Scale()},\n function _(r,o,t){var a=r(218);t.CustomJSTransform=a.CustomJSTransform;var e=r(219);t.Dodge=e.Dodge;var n=r(220);t.Interpolator=n.Interpolator;var p=r(221);t.Jitter=p.Jitter;var v=r(222);t.LinearInterpolator=v.LinearInterpolator;var l=r(223);t.StepInterpolator=l.StepInterpolator;var m=r(214);t.Transform=m.Transform},\n function _(t,r,e){var n=t(113),s=t(214),o=t(121),i=t(125),a=t(127),u=function(r){function e(t){return r.call(this,t)||this}return n.__extends(e,r),e.init_CustomJSTransform=function(){this.define({args:[o.Any,{}],func:[o.String,\"\"],v_func:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(e.prototype,\"names\",{get:function(){return i.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"values\",{get:function(){return i.values(this.args)},enumerable:!0,configurable:!0}),e.prototype._make_transform=function(t,r){var e=this.use_strict?a.use_strict(r):r;return new(Function.bind.apply(Function,n.__spreadArrays([void 0],this.names,[t,\"require\",\"exports\",e])))},Object.defineProperty(e.prototype,\"scalar_transform\",{get:function(){return this._make_transform(\"x\",this.func)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"vector_transform\",{get:function(){return this._make_transform(\"xs\",this.v_func)},enumerable:!0,configurable:!0}),e.prototype.compute=function(r){return this.scalar_transform.apply(this,n.__spreadArrays(this.values,[r,t,{}]))},e.prototype.v_compute=function(r){return this.vector_transform.apply(this,n.__spreadArrays(this.values,[r,t,{}]))},e}(s.Transform);e.CustomJSTransform=u,u.__name__=\"CustomJSTransform\",u.init_CustomJSTransform()},\n function _(e,t,n){var r=e(113),i=e(214),o=e(184),u=e(121),a=e(109),c=function(e){function t(t){return e.call(this,t)||this}return r.__extends(t,e),t.init_Dodge=function(){this.define({value:[u.Number,0],range:[u.Instance]})},t.prototype.v_compute=function(e){var t;if(this.range instanceof o.FactorRange)t=this.range.v_synthetic(e);else{if(!a.isArrayableOf(e,a.isNumber))throw new Error(\"unexpected\");t=e}for(var n=new Float64Array(t.length),r=0;r<t.length;r++){var i=t[r];n[r]=this._compute(i)}return n},t.prototype.compute=function(e){if(this.range instanceof o.FactorRange)return this._compute(this.range.synthetic(e));if(a.isNumber(e))return this._compute(e);throw new Error(\"unexpected\")},t.prototype._compute=function(e){return e+this.value},t}(i.Transform);n.Dodge=c,c.__name__=\"Dodge\",c.init_Dodge()},\n function _(t,r,n){var e=t(113),o=t(214),i=t(121),s=t(110),a=t(109),h=function(t){function r(r){var n=t.call(this,r)||this;return n._sorted_dirty=!0,n}return e.__extends(r,t),r.init_Interpolator=function(){this.define({x:[i.Any],y:[i.Any],data:[i.Any],clip:[i.Boolean,!0]})},r.prototype.connect_signals=function(){var r=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return r._sorted_dirty=!0})},r.prototype.v_compute=function(t){for(var r=new Float64Array(t.length),n=0;n<t.length;n++){var e=t[n];r[n]=this.compute(e)}return r},r.prototype.sort=function(t){if(void 0===t&&(t=!1),this._sorted_dirty){var r,n;if(a.isString(this.x)&&a.isString(this.y)&&null!=this.data){var e=this.data.columns();if(!s.includes(e,this.x))throw new Error(\"The x parameter does not correspond to a valid column name defined in the data parameter\");if(!s.includes(e,this.y))throw new Error(\"The y parameter does not correspond to a valid column name defined in the data parameter\");r=this.data.get_column(this.x),n=this.data.get_column(this.y)}else{if(!a.isArray(this.x)||!a.isArray(this.y))throw new Error(\"parameters 'x' and 'y' must be both either string fields or arrays\");r=this.x,n=this.y}if(r.length!==n.length)throw new Error(\"The length for x and y do not match\");if(r.length<2)throw new Error(\"x and y must have at least two elements to support interpolation\");var o=[];for(var i in r)o.push({x:r[i],y:n[i]});t?o.sort(function(t,r){return t.x>r.x?-1:t.x==r.x?0:1}):o.sort(function(t,r){return t.x<r.x?-1:t.x==r.x?0:1}),this._x_sorted=[],this._y_sorted=[];for(var h=0,d=o;h<d.length;h++){var l=d[h],c=l.x,u=l.y;this._x_sorted.push(c),this._y_sorted.push(u)}this._sorted_dirty=!1}},r}(o.Transform);n.Interpolator=h,h.__name__=\"Interpolator\",h.init_Interpolator()},\n function _(t,e,r){var i=t(113),n=t(214),s=t(184),o=t(109),u=t(121),a=t(111),h=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Jitter=function(){this.define({mean:[u.Number,0],width:[u.Number,1],distribution:[u.Distribution,\"uniform\"],range:[u.Instance]}),this.internal({previous_values:[u.Array]})},e.prototype.v_compute=function(t){if(null!=this.previous_values&&this.previous_values.length==t.length)return this.previous_values;var e;if(this.range instanceof s.FactorRange)e=this.range.v_synthetic(t);else{if(!o.isArrayableOf(t,o.isNumber))throw new Error(\"unexpected\");e=t}for(var r=new Float64Array(e.length),i=0;i<e.length;i++){var n=e[i];r[i]=this._compute(n)}return this.previous_values=r,r},e.prototype.compute=function(t){if(this.range instanceof s.FactorRange)return this._compute(this.range.synthetic(t));if(o.isNumber(t))return this._compute(t);throw new Error(\"unexpected\")},e.prototype._compute=function(t){switch(this.distribution){case\"uniform\":return t+this.mean+(a.random()-.5)*this.width;case\"normal\":return t+a.rnorm(this.mean,this.width)}},e}(n.Transform);r.Jitter=h,h.__name__=\"Jitter\",h.init_Jitter()},\n function _(t,r,_){var e=t(113),s=t(110),i=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.prototype.compute=function(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._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 r<t}),_=this._x_sorted[r],e=this._x_sorted[r+1],i=this._y_sorted[r],o=this._y_sorted[r+1];return i+(t-_)/(e-_)*(o-i)},r}(t(220).Interpolator);_.LinearInterpolator=i,i.__name__=\"LinearInterpolator\"},\n function _(t,e,r){var n=t(113),i=t(220),o=t(121),s=t(110),_=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_StepInterpolator=function(){this.define({mode:[o.StepMode,\"after\"]})},e.prototype.compute=function(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._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;h<t.length;h++)i[h]=0;else for(h=0;h<t.length;h++){var _=(Math.log(t[h])-n)/o,l=void 0;l=isFinite(_)?_*a+r:NaN,i[h]=l}return i},e.prototype.invert=function(t){var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=(t-r)/a;return Math.exp(o*i+n)},e.prototype.v_invert=function(t){for(var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=new Float64Array(t.length),h=0;h<t.length;h++){var _=(t[h]-r)/a;i[h]=Math.exp(o*_+n)}return i},e.prototype._get_safe_factor=function(t,e){var a,r=t<0?0:t,o=e<0?0:e;if(r==o)if(0==r)r=(a=[1,10])[0],o=a[1];else{var n=Math.log(r)/Math.log(10);r=Math.pow(10,Math.floor(n)),o=Math.ceil(n)!=Math.floor(n)?Math.pow(10,Math.ceil(n)):Math.pow(10,Math.ceil(n)+1)}return[r,o]},e.prototype._compute_state=function(){var t,e,a=this.source_range.start,r=this.source_range.end,o=this.target_range.start,n=this.target_range.end-o,i=this._get_safe_factor(a,r),h=i[0],_=i[1];return 0==h?(t=Math.log(_),e=0):(t=Math.log(_)-Math.log(h),e=Math.log(h)),[n,o,t,e]},e}(t(216).Scale);a.LogScale=o,o.__name__=\"LogScale\"},\n function _(t,e,s){var n=t(113),i=t(185),r=t(121),a=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Range1d=function(){this.define({start:[r.Number,0],end:[r.Number,1],reset_start:[r.Number],reset_end:[r.Number]})},e.prototype._set_auto_bounds=function(){if(\"auto\"==this.bounds){var t=Math.min(this.reset_start,this.reset_end),e=Math.max(this.reset_start,this.reset_end);this.setv({bounds:[t,e]},{silent:!0})}},e.prototype.initialize=function(){t.prototype.initialize.call(this),null==this.reset_start&&(this.reset_start=this.start),null==this.reset_end&&(this.reset_end=this.end),this._set_auto_bounds()},Object.defineProperty(e.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),e.prototype.reset=function(){this._set_auto_bounds(),this.start!=this.reset_start||this.end!=this.reset_end?this.setv({start:this.reset_start,end:this.reset_end}):this.change.emit()},e}(i.Range);s.Range1d=a,a.__name__=\"Range1d\",a.init_Range1d()},\n function _(t,e,i){var n=t(163),l={};i.measure_font=function(t){if(null!=l[t])return l[t];var e=n.span({style:{font:t}},\"Hg\"),i=n.div({style:{display:\"inline-block\",width:\"1px\",height:\"0px\"}}),o=n.div({},e,i);document.body.appendChild(o);try{i.style.verticalAlign=\"baseline\";var r=n.offset(i).top-n.offset(e).top;i.style.verticalAlign=\"bottom\";var d=n.offset(i).top-n.offset(e).top,a={height:d,ascent:r,descent:d-r};return l[t]=a,a}finally{document.body.removeChild(o)}};var o={};i.measure_text=function(t,e){var i=o[e];if(null!=i){var l=i[t];if(null!=l)return l}else o[e]={};var r=n.div({style:{display:\"inline-block\",\"white-space\":\"nowrap\",font:e}},t);document.body.appendChild(r);try{var d=r.getBoundingClientRect(),a=d.width,f=d.height;return o[e][t]={width:a,height:f},{width:a,height:f}}finally{document.body.removeChild(r)}}},\n function _(e,t,i){var n=e(113),a=e(228),s=e(163),l=e(121),o=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),this.visuals.warm_cache()},t.prototype._get_size=function(){var e=this.plot_view.canvas_view.ctx;this.visuals.text.set_value(e);var t=e.measureText(this.model.text);return{width:t.width,height:t.ascent}},t.prototype.render=function(){if(this.model.visible||\"css\"!=this.model.render_mode||s.undisplay(this.el),this.model.visible){var e;switch(this.model.angle_units){case\"rad\":e=-this.model.angle;break;case\"deg\":e=-this.model.angle*Math.PI/180;break;default:throw new Error(\"unreachable code\")}var t=null!=this.panel?this.panel:this.plot_view.frame,i=this.plot_view.frame.xscales[this.model.x_range_name],n=this.plot_view.frame.yscales[this.model.y_range_name],a=\"data\"==this.model.x_units?i.compute(this.model.x):t.xview.compute(this.model.x),l=\"data\"==this.model.y_units?n.compute(this.model.y):t.yview.compute(this.model.y);a+=this.model.x_offset,l-=this.model.y_offset,(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.plot_view.canvas_view.ctx,this.model.text,a,l,e)}},t}(a.TextAnnotationView);i.LabelView=o,o.__name__=\"LabelView\";var r=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Label=function(){this.prototype.default_view=o,this.mixins([\"text\",\"line:border_\",\"fill:background_\"]),this.define({x:[l.Number],x_units:[l.SpatialUnits,\"data\"],y:[l.Number],y_units:[l.SpatialUnits,\"data\"],text:[l.String],angle:[l.Angle,0],angle_units:[l.AngleUnits,\"rad\"],x_offset:[l.Number,0],y_offset:[l.Number,0],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.override({background_fill_color:null,border_line_color:null})},t}(a.TextAnnotation);i.Label=r,r.__name__=\"Label\",r.init_Label()},\n function _(t,e,i){var s=t(113),n=t(131),l=t(163),a=t(121),o=t(226),r=t(202),u=function(t){function e(){var e=t.apply(this,arguments)||this;return e.rotate=!0,e}return s.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),\"css\"==this.model.render_mode&&(this.el.classList.add(r.bk_annotation),this.plot_view.canvas_overlays.appendChild(this.el))},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?this.connect(this.model.change,function(){return e.render()}):this.connect(this.model.change,function(){return e.plot_view.request_render()})},e.prototype._calculate_text_dimensions=function(t,e){return[t.measureText(e).width,o.measure_font(this.visuals.text.font_value()).height]},e.prototype._calculate_bounding_box_dimensions=function(t,e){var i,s,n=this._calculate_text_dimensions(t,e),l=n[0],a=n[1];switch(t.textAlign){case\"left\":i=0;break;case\"center\":i=-l/2;break;case\"right\":i=-l;break;default:throw new Error(\"unreachable code\")}switch(t.textBaseline){case\"top\":s=0;break;case\"middle\":s=-.5*a;break;case\"bottom\":s=-1*a;break;case\"alphabetic\":s=-.8*a;break;case\"hanging\":s=-.17*a;break;case\"ideographic\":s=-.83*a;break;default:throw new Error(\"unreachable code\")}return[i,s,l,a]},e.prototype._canvas_text=function(t,e,i,s,n){this.visuals.text.set_value(t);var l=this._calculate_bounding_box_dimensions(t,e);t.save(),t.beginPath(),t.translate(i,s),n&&t.rotate(n),t.rect(l[0],l[1],l[2],l[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.stroke()),this.visuals.text.doit&&(this.visuals.text.set_value(t),t.fillText(e,0,0)),t.restore()},e.prototype._css_text=function(t,e,i,s,n){l.undisplay(this.el),this.visuals.text.set_value(t);var a=this._calculate_bounding_box_dimensions(t,e),o=this.visuals.border_line.line_dash.value().length<2?\"solid\":\"dashed\";this.visuals.border_line.set_value(t),this.visuals.background_fill.set_value(t),this.el.style.position=\"absolute\",this.el.style.left=i+a[0]+\"px\",this.el.style.top=s+a[1]+\"px\",this.el.style.color=\"\"+this.visuals.text.text_color.value(),this.el.style.opacity=\"\"+this.visuals.text.text_alpha.value(),this.el.style.font=\"\"+this.visuals.text.font_value(),this.el.style.lineHeight=\"normal\",n&&(this.el.style.transform=\"rotate(\"+n+\"rad)\"),this.visuals.background_fill.doit&&(this.el.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(this.el.style.borderStyle=\"\"+o,this.el.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",this.el.style.borderColor=\"\"+this.visuals.border_line.color_value()),this.el.textContent=e,l.display(this.el)},e}(n.AnnotationView);i.TextAnnotationView=u,u.__name__=\"TextAnnotationView\";var h=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_TextAnnotation=function(){this.define({render_mode:[a.RenderMode,\"canvas\"]})},e}(n.Annotation);i.TextAnnotation=h,h.__name__=\"TextAnnotation\",h.init_TextAnnotation()},\n function _(t,e,i){var s=t(113),o=t(228),n=t(170),l=t(163),a=t(121),r=t(202),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype.initialize=function(){if(t.prototype.initialize.call(this),this.set_data(this.model.source),\"css\"==this.model.render_mode)for(var e=0,i=this._text.length;e<i;e++){var s=l.div({class:r.bk_annotation_child,style:{display:\"none\"}});this.el.appendChild(s)}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),\"css\"==this.model.render_mode?(this.connect(this.model.change,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.streaming,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.patching,function(){e.set_data(e.model.source),e.render()}),this.connect(this.model.source.change,function(){e.set_data(e.model.source),e.render()})):(this.connect(this.model.change,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.streaming,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.patching,function(){e.set_data(e.model.source),e.plot_view.request_render()}),this.connect(this.model.source.change,function(){e.set_data(e.model.source),e.plot_view.request_render()}))},e.prototype.set_data=function(e){t.prototype.set_data.call(this,e),this.visuals.warm_cache(e)},e.prototype._map_data=function(){var t=this.plot_view.frame.xscales[this.model.x_range_name],e=this.plot_view.frame.yscales[this.model.y_range_name],i=null!=this.panel?this.panel:this.plot_view.frame;return[\"data\"==this.model.x_units?t.v_compute(this._x):i.xview.v_compute(this._x),\"data\"==this.model.y_units?e.v_compute(this._y):i.yview.v_compute(this._y)]},e.prototype.render=function(){if(this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible)for(var t=\"canvas\"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),e=this.plot_view.canvas_view.ctx,i=this._map_data(),s=i[0],o=i[1],n=0,a=this._text.length;n<a;n++)t(e,n,this._text[n],s[n]+this._x_offset[n],o[n]-this._y_offset[n],this._angle[n])},e.prototype._get_size=function(){var t=this.plot_view.canvas_view.ctx;this.visuals.text.set_value(t);var e=t.measureText(this._text[0]);return{width:e.width,height:e.ascent}},e.prototype._v_canvas_text=function(t,e,i,s,o,n){this.visuals.text.set_vectorize(t,e);var l=this._calculate_bounding_box_dimensions(t,i);t.save(),t.beginPath(),t.translate(s,o),t.rotate(n),t.rect(l[0],l[1],l[2],l[3]),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),t.fill()),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),t.stroke()),this.visuals.text.doit&&(this.visuals.text.set_vectorize(t,e),t.fillText(i,0,0)),t.restore()},e.prototype._v_css_text=function(t,e,i,s,o,n){var a=this.el.children[e];a.textContent=i,this.visuals.text.set_vectorize(t,e);var r=this._calculate_bounding_box_dimensions(t,i),_=this.visuals.border_line.line_dash.value().length<2?\"solid\":\"dashed\";this.visuals.border_line.set_vectorize(t,e),this.visuals.background_fill.set_vectorize(t,e),a.style.position=\"absolute\",a.style.left=s+r[0]+\"px\",a.style.top=o+r[1]+\"px\",a.style.color=\"\"+this.visuals.text.text_color.value(),a.style.opacity=\"\"+this.visuals.text.text_alpha.value(),a.style.font=\"\"+this.visuals.text.font_value(),a.style.lineHeight=\"normal\",n&&(a.style.transform=\"rotate(\"+n+\"rad)\"),this.visuals.background_fill.doit&&(a.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(a.style.borderStyle=\"\"+_,a.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",a.style.borderColor=\"\"+this.visuals.border_line.color_value()),l.display(a)},e}(o.TextAnnotationView);i.LabelSetView=_,_.__name__=\"LabelSetView\";var c=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_LabelSet=function(){this.prototype.default_view=_,this.mixins([\"text\",\"line:border_\",\"fill:background_\"]),this.define({x:[a.NumberSpec],y:[a.NumberSpec],x_units:[a.SpatialUnits,\"data\"],y_units:[a.SpatialUnits,\"data\"],text:[a.StringSpec,{field:\"text\"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,{value:0}],y_offset:[a.NumberSpec,{value:0}],source:[a.Instance,function(){return new n.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),this.override({background_fill_color:null,border_line_color:null})},e}(o.TextAnnotation);i.LabelSet=c,c.__name__=\"LabelSet\",c.init_LabelSet()},\n function _(t,e,i){var l=t(113),n=t(131),r=t(121),a=t(116),s=t(226),h=t(181),o=t(110),_=t(125),d=t(109),c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype.cursor=function(t,e){return\"none\"==this.model.click_policy?null:\"pointer\"},Object.defineProperty(e.prototype,\"legend_padding\",{get:function(){return null!=this.visuals.border_line.line_color.value()?this.model.padding:0},enumerable:!0,configurable:!0}),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.plot_view.request_render()}),this.connect(this.model.item_change,function(){return e.plot_view.request_render()})},e.prototype.compute_legend_bbox=function(){var t=this.model.get_legend_names(),e=this.model,i=e.glyph_height,l=e.glyph_width,n=this.model,r=n.label_height,a=n.label_width;this.max_label_height=o.max([s.measure_font(this.visuals.label_text.font_value()).height,r,i]);var c=this.plot_view.canvas_view.ctx;c.save(),this.visuals.label_text.set_value(c),this.text_widths={};for(var g=0,u=t;g<u.length;g++){var m=u[g];this.text_widths[m]=o.max([c.measureText(m).width,a])}this.visuals.title_text.set_value(c),this.title_height=this.model.title?s.measure_font(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?c.measureText(this.model.title).width:0,c.restore();var f,p,b=Math.max(o.max(_.values(this.text_widths)),0),v=this.model.margin,x=this.legend_padding,w=this.model.spacing,y=this.model.label_standoff;if(\"vertical\"==this.model.orientation)f=t.length*this.max_label_height+Math.max(t.length-1,0)*w+2*x+this.title_height,p=o.max([b+l+y+2*x,this.title_width+2*x]);else{var k=2*x+Math.max(t.length-1,0)*w;for(var m in this.text_widths){var N=this.text_widths[m];k+=o.max([N,a])+l+y}p=o.max([this.title_width+2*x,k]),f=this.max_label_height+this.title_height+2*x}var A,L,z=null!=this.panel?this.panel:this.plot_view.frame,B=z.bbox.ranges,T=B[0],M=B[1],P=this.model.location;if(d.isString(P))switch(P){case\"top_left\":A=T.start+v,L=M.start+v;break;case\"top_center\":A=(T.end+T.start)/2-p/2,L=M.start+v;break;case\"top_right\":A=T.end-v-p,L=M.start+v;break;case\"bottom_right\":A=T.end-v-p,L=M.end-v-f;break;case\"bottom_center\":A=(T.end+T.start)/2-p/2,L=M.end-v-f;break;case\"bottom_left\":A=T.start+v,L=M.end-v-f;break;case\"center_left\":A=T.start+v,L=(M.end+M.start)/2-f/2;break;case\"center\":A=(T.end+T.start)/2-p/2,L=(M.end+M.start)/2-f/2;break;case\"center_right\":A=T.end-v-p,L=(M.end+M.start)/2-f/2;break;default:throw new Error(\"unreachable code\")}else{if(!d.isArray(P)||2!=P.length)throw new Error(\"unreachable code\");var S=P[0],V=P[1];A=z.xview.compute(S),L=z.yview.compute(V)-f}return new h.BBox({left:A,top:L,width:p,height:f})},e.prototype.interactive_bbox=function(){return this.compute_legend_bbox()},e.prototype.interactive_hit=function(t,e){return this.interactive_bbox().contains(t,e)},e.prototype.on_hit=function(t,e){for(var i,l,n,r=this.model.glyph_width,a=this.legend_padding,s=this.model.spacing,o=this.model.label_standoff,_=n=a,d=this.compute_legend_bbox(),c=\"vertical\"==this.model.orientation,g=0,u=this.model.items;g<u.length;g++)for(var m=u[g],f=0,p=m.get_labels_list_from_label_prop();f<p.length;f++){var b=p[f],v=d.x+_,x=d.y+n+this.title_height,w=void 0,y=void 0;if(c?(w=(i=[d.width-2*a,this.max_label_height])[0],y=i[1]):(w=(l=[this.text_widths[b]+r+o,this.max_label_height])[0],y=l[1]),new h.BBox({left:v,top:x,width:w,height:y}).contains(t,e)){switch(this.model.click_policy){case\"hide\":for(var k=0,N=m.renderers;k<N.length;k++){(z=N[k]).visible=!z.visible}break;case\"mute\":for(var A=0,L=m.renderers;A<L.length;A++){var z;(z=L[A]).muted=!z.muted}}return!0}c?n+=this.max_label_height+s:_+=this.text_widths[b]+r+o+s}return!1},e.prototype.render=function(){if(this.model.visible&&0!=this.model.items.length){for(var t=0,e=this.model.items;t<e.length;t++){e[t].legend=this.model}var i=this.plot_view.canvas_view.ctx,l=this.compute_legend_bbox();i.save(),this._draw_legend_box(i,l),this._draw_legend_items(i,l),this.model.title&&this._draw_title(i,l),i.restore()}},e.prototype._draw_legend_box=function(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.set_value(t),t.fill(),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.stroke())},e.prototype._draw_legend_items=function(t,e){for(var i=this,l=this.model,n=l.glyph_width,r=l.glyph_height,a=this.legend_padding,s=this.model.spacing,h=this.model.label_standoff,_=a,d=a,c=\"vertical\"==this.model.orientation,g=function(l){var g,m,f=l.get_labels_list_from_label_prop(),p=l.get_field_from_label_prop();if(0==f.length)return\"continue\";for(var b=function(){switch(i.model.click_policy){case\"none\":return!0;case\"hide\":return o.every(l.renderers,function(t){return t.visible});case\"mute\":return o.every(l.renderers,function(t){return!t.muted})}}(),v=0,x=f;v<x.length;v++){var w=x[v],y=e.x+_,k=e.y+d+u.title_height,N=y+n,A=k+r;c?d+=u.max_label_height+s:_+=u.text_widths[w]+n+h+s,u.visuals.label_text.set_value(t),t.fillText(w,N+h,k+u.max_label_height/2);for(var L=0,z=l.renderers;L<z.length;L++){var B=z[L];u.plot_view.renderer_views[B.id].draw_legend(t,y,N,k,A,p,w,l.index)}if(!b){var T=void 0,M=void 0;c?(T=(g=[e.width-2*a,u.max_label_height])[0],M=g[1]):(T=(m=[u.text_widths[w]+n+h,u.max_label_height])[0],M=m[1]),t.beginPath(),t.rect(y,k,T,M),u.visuals.inactive_fill.set_value(t),t.fill()}}},u=this,m=0,f=this.model.items;m<f.length;m++){g(f[m])}},e.prototype._draw_title=function(t,e){this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(this.model.title,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())},e.prototype._get_size=function(){var t=this.compute_legend_bbox(),e=t.width,i=t.height;return{width:e+2*this.model.margin,height:i+2*this.model.margin}},e}(n.AnnotationView);i.LegendView=c,c.__name__=\"LegendView\";var g=function(t){function e(e){return t.call(this,e)||this}return l.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.item_change=new a.Signal0(this,\"item_change\")},e.init_Legend=function(){this.prototype.default_view=c,this.mixins([\"text:label_\",\"text:title_\",\"fill:inactive_\",\"line:border_\",\"fill:background_\"]),this.define({orientation:[r.Orientation,\"vertical\"],location:[r.Any,\"top_right\"],title:[r.String],title_standoff:[r.Number,5],label_standoff:[r.Number,5],glyph_height:[r.Number,20],glyph_width:[r.Number,20],label_height:[r.Number,20],label_width:[r.Number,20],margin:[r.Number,10],padding:[r.Number,10],spacing:[r.Number,3],items:[r.Array,[]],click_policy:[r.Any,\"none\"]}),this.override({border_line_color:\"#e5e5e5\",border_line_alpha:.5,border_line_width:1,background_fill_color:\"#ffffff\",background_fill_alpha:.95,inactive_fill_color:\"white\",inactive_fill_alpha:.7,label_text_font_size:\"10pt\",label_text_baseline:\"middle\",title_text_font_size:\"10pt\",title_text_font_style:\"italic\"})},e.prototype.get_legend_names=function(){for(var t=[],e=0,i=this.items;e<i.length;e++){var l=i[e].get_labels_list_from_label_prop();t.push.apply(t,l)}return t},e}(n.Annotation);i.Legend=g,g.__name__=\"Legend\",g.init_Legend()},\n function _(e,r,n){var t=e(113),l=e(166),i=e(171),o=e(232),a=e(121),s=e(167),_=e(110),u=function(e){function r(r){return e.call(this,r)||this}return t.__extends(r,e),r.init_LegendItem=function(){this.define({label:[a.StringSpec,null],renderers:[a.Array,[]],index:[a.Number,null]})},r.prototype._check_data_sources_on_renderers=function(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;var e=this.renderers[0].data_source;if(null!=e)for(var r=0,n=this.renderers;r<n.length;r++){if(n[r].data_source!=e)return!1}}return!0},r.prototype._check_field_label_on_data_source=function(){var e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;var r=this.renderers[0].data_source;if(null!=r&&!_.includes(r.columns(),e))return!1}return!0},r.prototype.initialize=function(){var r=this;e.prototype.initialize.call(this),this.legend=null,this.connect(this.change,function(){null!=r.legend&&r.legend.item_change.emit()}),this._check_data_sources_on_renderers()||s.logger.error(\"Non matching data sources on legend item renderers\"),this._check_field_label_on_data_source()||s.logger.error(\"Bad column name on label: \"+this.label)},r.prototype.get_field_from_label_prop=function(){var e=this.label;return o.isField(e)?e.field:null},r.prototype.get_labels_list_from_label_prop=function(){if(o.isValue(this.label)){var e=this.label.value;return null!=e?[e]:[]}var r=this.get_field_from_label_prop();if(null!=r){var n=void 0;if(!this.renderers[0]||null==this.renderers[0].data_source)return[\"No source found\"];if((n=this.renderers[0].data_source)instanceof i.ColumnarDataSource){var t=n.get_column(r);return null!=t?_.uniq(Array.from(t)):[\"Invalid field\"]}}return[]},r}(l.Model);n.LegendItem=u,u.__name__=\"LegendItem\",u.init_LegendItem()},\n function _(i,n,e){var t=i(109);e.isValue=function(i){return t.isPlainObject(i)&&\"value\"in i},e.isField=function(i){return t.isPlainObject(i)&&\"field\"in i}},\n function _(t,i,n){var e=t(113),o=t(131),s=t(116),l=t(121),a=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(){return i.plot_view.request_render()}),this.connect(this.model.data_update,function(){return i.plot_view.request_render()})},i.prototype.render=function(){if(this.model.visible){var t=this.model,i=t.xs,n=t.ys;if(i.length==n.length&&!(i.length<3||n.length<3)){for(var e=this.plot_view.frame,o=this.plot_view.canvas_view.ctx,s=0,l=i.length;s<l;s++){var a=void 0;if(\"screen\"!=this.model.xs_units)throw new Error(\"not implemented\");a=this.model.screen?i[s]:e.xview.compute(i[s]);var r=void 0;if(\"screen\"!=this.model.ys_units)throw new Error(\"not implemented\");r=this.model.screen?n[s]:e.yview.compute(n[s]),0==s?(o.beginPath(),o.moveTo(a,r)):o.lineTo(a,r)}o.closePath(),this.visuals.line.doit&&(this.visuals.line.set_value(o),o.stroke()),this.visuals.fill.doit&&(this.visuals.fill.set_value(o),o.fill())}}},i}(o.AnnotationView);n.PolyAnnotationView=a,a.__name__=\"PolyAnnotationView\";var r=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_PolyAnnotation=function(){this.prototype.default_view=a,this.mixins([\"line\",\"fill\"]),this.define({xs:[l.Array,[]],xs_units:[l.SpatialUnits,\"data\"],ys:[l.Array,[]],ys_units:[l.SpatialUnits,\"data\"],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.internal({screen:[l.Boolean,!1]}),this.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.data_update=new s.Signal0(this,\"data_update\")},i.prototype.update=function(t){var i=t.xs,n=t.ys;this.setv({xs:i,ys:n,screen:!0},{silent:!0}),this.data_update.emit()},i}(o.Annotation);n.PolyAnnotation=r,r.__name__=\"PolyAnnotation\",r.init_PolyAnnotation()},\n function _(e,t,n){var i=e(113),o=e(131),l=e(121),r=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)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.plot_view.request_render()})},t.prototype.render=function(){this.model.visible&&this._draw_slope()},t.prototype._draw_slope=function(){var e=this.model.gradient,t=this.model.y_intercept;if(null!=e&&null!=t){var n=this.plot_view.frame,i=n.xscales[this.model.x_range_name],o=n.yscales[this.model.y_range_name],l=n._top.value,r=l+n._height.value,a=(o.invert(l)-t)/e,s=(o.invert(r)-t)/e,_=i.compute(a),u=i.compute(s),p=this.plot_view.canvas_view.ctx;p.save(),p.beginPath(),this.visuals.line.set_value(p),p.moveTo(_,l),p.lineTo(u,r),p.stroke(),p.restore()}},t}(o.AnnotationView);n.SlopeView=r,r.__name__=\"SlopeView\";var a=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Slope=function(){this.prototype.default_view=r,this.mixins([\"line\"]),this.define({gradient:[l.Number,null],y_intercept:[l.Number,null],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),this.override({line_color:\"black\"})},t}(o.Annotation);n.Slope=a,a.__name__=\"Slope\",a.init_Slope()},\n function _(e,t,i){var n=e(113),o=e(131),l=e(163),s=e(121),a=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),this.plot_view.canvas_overlays.appendChild(this.el),this.el.style.position=\"absolute\",l.undisplay(this.el)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.model.for_hover?this.connect(this.model.properties.computed_location.change,function(){return t._draw_span()}):\"canvas\"==this.model.render_mode?(this.connect(this.model.change,function(){return t.plot_view.request_render()}),this.connect(this.model.properties.location.change,function(){return t.plot_view.request_render()})):(this.connect(this.model.change,function(){return t.render()}),this.connect(this.model.properties.location.change,function(){return t._draw_span()}))},t.prototype.render=function(){this.model.visible||\"css\"!=this.model.render_mode||l.undisplay(this.el),this.model.visible&&this._draw_span()},t.prototype._draw_span=function(){var e=this,t=this.model.for_hover?this.model.computed_location:this.model.location;if(null!=t){var i,n,o,s,a=this.plot_view.frame,r=a.xscales[this.model.x_range_name],h=a.yscales[this.model.y_range_name],d=function(i,n){return e.model.for_hover?e.model.computed_location:\"data\"==e.model.location_units?i.compute(t):n.compute(t)};if(\"width\"==this.model.dimension?(o=d(h,a.yview),n=a._left.value,s=a._width.value,i=this.model.properties.line_width.value()):(o=a._top.value,n=d(r,a.xview),s=this.model.properties.line_width.value(),i=a._height.value),\"css\"==this.model.render_mode)this.el.style.top=o+\"px\",this.el.style.left=n+\"px\",this.el.style.width=s+\"px\",this.el.style.height=i+\"px\",this.el.style.backgroundColor=this.model.properties.line_color.value(),this.el.style.opacity=this.model.properties.line_alpha.value(),l.display(this.el);else if(\"canvas\"==this.model.render_mode){var c=this.plot_view.canvas_view.ctx;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(n,o),\"width\"==this.model.dimension?c.lineTo(n+s,o):c.lineTo(n,o+i),c.stroke(),c.restore()}}else l.undisplay(this.el)},t}(o.AnnotationView);i.SpanView=a,a.__name__=\"SpanView\";var r=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Span=function(){this.prototype.default_view=a,this.mixins([\"line\"]),this.define({render_mode:[s.RenderMode,\"canvas\"],x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"],location:[s.Number,null],location_units:[s.SpatialUnits,\"data\"],dimension:[s.Dimension,\"width\"]}),this.override({line_color:\"black\"}),this.internal({for_hover:[s.Boolean,!1],computed_location:[s.Number,null]})},t}(o.Annotation);i.Span=r,r.__name__=\"Span\",r.init_Span()},\n function _(e,t,i){var l=e(113),a=e(228),r=e(163),n=e(165),o=e(121),s=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return l.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.visuals.text=new n.Text(this.model)},t.prototype._get_location=function(){var e,t,i=this.panel,l=this.model.offset;switch(i.side){case\"above\":case\"below\":switch(this.model.vertical_align){case\"top\":t=i._top.value+5;break;case\"middle\":t=i._vcenter.value;break;case\"bottom\":t=i._bottom.value-5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":e=i._left.value+l;break;case\"center\":e=i._hcenter.value;break;case\"right\":e=i._right.value-l;break;default:throw new Error(\"unreachable code\")}break;case\"left\":switch(this.model.vertical_align){case\"top\":e=i._left.value-5;break;case\"middle\":e=i._hcenter.value;break;case\"bottom\":e=i._right.value+5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":t=i._bottom.value-l;break;case\"center\":t=i._vcenter.value;break;case\"right\":t=i._top.value+l;break;default:throw new Error(\"unreachable code\")}break;case\"right\":switch(this.model.vertical_align){case\"top\":e=i._right.value-5;break;case\"middle\":e=i._hcenter.value;break;case\"bottom\":e=i._left.value+5;break;default:throw new Error(\"unreachable code\")}switch(this.model.align){case\"left\":t=i._top.value+l;break;case\"center\":t=i._vcenter.value;break;case\"right\":t=i._bottom.value-l;break;default:throw new Error(\"unreachable code\")}break;default:throw new Error(\"unreachable code\")}return[e,t]},t.prototype.render=function(){if(this.model.visible){var e=this.model.text;if(null!=e&&0!=e.length){this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;var t=this._get_location(),i=t[0],l=t[1],a=this.panel.get_label_angle_heuristic(\"parallel\");(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.plot_view.canvas_view.ctx,e,i,l,a)}}else\"css\"==this.model.render_mode&&r.undisplay(this.el)},t.prototype._get_size=function(){var e=this.model.text;if(null==e||0==e.length)return{width:0,height:0};this.visuals.text.set_value(this.ctx);var t=this.ctx.measureText(e);return{width:t.width,height:t.ascent*this.visuals.text.text_line_height.value()+10}},t}(a.TextAnnotationView);i.TitleView=s,s.__name__=\"TitleView\";var c=function(e){function t(t){return e.call(this,t)||this}return l.__extends(t,e),t.init_Title=function(){this.prototype.default_view=s,this.mixins([\"line:border_\",\"fill:background_\"]),this.define({text:[o.String],text_font:[o.Font,\"helvetica\"],text_font_size:[o.FontSizeSpec,\"10pt\"],text_font_style:[o.FontStyle,\"bold\"],text_color:[o.ColorSpec,\"#444444\"],text_alpha:[o.NumberSpec,1],text_line_height:[o.Number,1],vertical_align:[o.VerticalAlign,\"bottom\"],align:[o.TextAlign,\"left\"],offset:[o.Number,0]}),this.override({background_fill_color:null,border_line_color:null}),this.internal({text_align:[o.TextAlign,\"left\"],text_baseline:[o.TextBaseline,\"bottom\"]})},t}(a.TextAnnotation);i.Title=c,c.__name__=\"Title\",c.init_Title()},\n function _(t,i,e){var o=t(113),l=t(131),n=t(194),s=t(163),r=t(121),a=function(t){function i(){var i=t.apply(this,arguments)||this;return i.rotate=!0,i}return o.__extends(i,t),i.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_events.appendChild(this.el),this._toolbar_views={},n.build_views(this._toolbar_views,[this.model.toolbar],{parent:this});var i=this._toolbar_views[this.model.toolbar.id];this.plot_view.visibility_callbacks.push(function(t){return i.set_visibility(t)})},i.prototype.remove=function(){n.remove_views(this._toolbar_views),t.prototype.remove.call(this)},i.prototype.render=function(){if(t.prototype.render.call(this),this.model.visible){this.el.style.position=\"absolute\",this.el.style.overflow=\"hidden\",s.position(this.el,this.panel.bbox);var i=this._toolbar_views[this.model.toolbar.id];i.render(),s.empty(this.el),this.el.appendChild(i.el),s.display(this.el)}else s.undisplay(this.el)},i.prototype._get_size=function(){var t=this.model.toolbar,i=t.tools,e=t.logo;return{width:30*i.length+(null!=e?25:0),height:30}},i}(l.AnnotationView);e.ToolbarPanelView=a,a.__name__=\"ToolbarPanelView\";var h=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_ToolbarPanel=function(){this.prototype.default_view=a,this.define({toolbar:[r.Instance]})},i}(l.Annotation);e.ToolbarPanel=h,h.__name__=\"ToolbarPanel\",h.init_ToolbarPanel()},\n function _(t,e,i){var s=t(113),o=t(131),l=t(163),a=t(121),n=t(239),h=t(240);function r(t,e,i,s,o){switch(t){case\"horizontal\":return e<s?\"right\":\"left\";case\"vertical\":return i<o?\"below\":\"above\";default:return t}}i.compute_side=r;var c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.plot_view.canvas_overlays.appendChild(this.el),l.undisplay(this.el)},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.data.change,function(){return e._draw_tips()})},e.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(n.bk_tooltip)},e.prototype.render=function(){this.model.visible&&this._draw_tips()},e.prototype._draw_tips=function(){var t=this.model.data;if(l.empty(this.el),l.undisplay(this.el),this.model.custom?this.el.classList.add(n.bk_tooltip_custom):this.el.classList.remove(n.bk_tooltip_custom),0!=t.length){for(var e=this.plot_view.frame,i=0,s=t;i<s.length;i++){var o=s[i],a=o[0],c=o[1],d=o[2];if(!this.model.inner_only||e.bbox.contains(a,c)){var p=l.div({},d);this.el.appendChild(p)}}var _=t[t.length-1],f=_[0],u=_[1],v=r(this.model.attachment,f,u,e._hcenter.value,e._vcenter.value);this.el.classList.remove(h.bk_right),this.el.classList.remove(h.bk_left),this.el.classList.remove(h.bk_above),this.el.classList.remove(h.bk_below);var b,y;switch(l.display(this.el),v){case\"right\":this.el.classList.add(h.bk_left),b=f+(this.el.offsetWidth-this.el.clientWidth)+10,y=u-this.el.offsetHeight/2;break;case\"left\":this.el.classList.add(h.bk_right),b=f-this.el.offsetWidth-10,y=u-this.el.offsetHeight/2;break;case\"below\":this.el.classList.add(h.bk_above),y=u+(this.el.offsetHeight-this.el.clientHeight)+10,b=Math.round(f-this.el.offsetWidth/2);break;case\"above\":this.el.classList.add(h.bk_below),y=u-this.el.offsetHeight-10,b=Math.round(f-this.el.offsetWidth/2);break;default:throw new Error(\"unreachable code\")}this.model.show_arrow&&this.el.classList.add(n.bk_tooltip_arrow),this.el.childNodes.length>0?(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;t<i;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();var s=\"height\"==this.model.dimension?0:Math.PI/2;if(null!=this.model.lower_head)for(t=0,i=this._lower_sx.length;t<i;t++)e.save(),e.translate(this._lower_sx[t],this._lower_sy[t]),e.rotate(s+Math.PI),this.model.lower_head.render(e,t),e.restore();if(null!=this.model.upper_head)for(t=0,i=this._upper_sx.length;t<i;t++)e.save(),e.translate(this._upper_sx[t],this._upper_sy[t]),e.rotate(s),this.model.upper_head.render(e,t),e.restore()}},t}(n.AnnotationView);i.WhiskerView=h,h.__name__=\"WhiskerView\";var _=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_Whisker=function(){this.prototype.default_view=h,this.mixins([\"line\"]),this.define({lower:[a.DistanceSpec],lower_head:[a.Instance,function(){return new o.TeeHead({level:\"underlay\",size:10})}],upper:[a.DistanceSpec],upper_head:[a.Instance,function(){return new o.TeeHead({level:\"underlay\",size:10})}],base:[a.DistanceSpec],dimension:[a.Dimension,\"height\"],source:[a.Instance,function(){return new r.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),this.override({level:\"underlay\"})},t}(n.Annotation);i.Whisker=_,_.__name__=\"Whisker\",_.init_Whisker()},\n function _(i,a,s){var r=i(243);s.Axis=r.Axis;var x=i(245);s.CategoricalAxis=x.CategoricalAxis;var A=i(248);s.ContinuousAxis=A.ContinuousAxis;var o=i(249);s.DatetimeAxis=o.DatetimeAxis;var t=i(250);s.LinearAxis=t.LinearAxis;var e=i(263);s.LogAxis=e.LogAxis;var n=i(266);s.MercatorAxis=n.MercatorAxis},\n function _(e,t,i){var a=e(113),r=e(244),n=e(121),o=e(110),s=e(109),l=e(184),_=Math.abs,h=Math.min,u=Math.max,c=function(e){function t(){var t=e.apply(this,arguments)||this;return t.rotate=!0,t}return a.__extends(t,e),Object.defineProperty(t.prototype,\"panel\",{get:function(){return this.layout},enumerable:!0,configurable:!0}),t.prototype.render=function(){if(this.model.visible){var e={tick:this._tick_extent(),tick_label:this._tick_label_extents(),axis_label:this._axis_label_extent()},t=this.tick_coords,i=this.plot_view.canvas_view.ctx;i.save(),this._draw_rule(i,e),this._draw_major_ticks(i,e,t),this._draw_minor_ticks(i,e,t),this._draw_major_labels(i,e,t),this._draw_axis_label(i,e,t),null!=this._render&&this._render(i,e,t),i.restore()}},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.plot_view.request_paint()});var i=this.model.properties;this.on_change(i.visible,function(){return t.plot_view.request_layout()})},t.prototype.get_size=function(){if(this.model.visible&&null==this.model.fixed_location){var e=this._get_size();return{width:0,height:Math.round(e)}}return{width:0,height:0}},t.prototype._get_size=function(){return this._tick_extent()+this._tick_label_extent()+this._axis_label_extent()},Object.defineProperty(t.prototype,\"needs_clip\",{get:function(){return null!=this.model.fixed_location},enumerable:!0,configurable:!0}),t.prototype._draw_rule=function(e,t){if(this.visuals.axis_line.doit){var i=this.rule_coords,a=i[0],r=i[1],n=this.plot_view.map_to_screen(a,r,this.model.x_range_name,this.model.y_range_name),o=n[0],s=n[1],l=this.normals,_=l[0],h=l[1],u=this.offsets,c=u[0],d=u[1];this.visuals.axis_line.set_value(e),e.beginPath(),e.moveTo(Math.round(o[0]+_*c),Math.round(s[0]+h*d));for(var m=1;m<o.length;m++){var b=Math.round(o[m]+_*c),p=Math.round(s[m]+h*d);e.lineTo(b,p)}e.stroke()}},t.prototype._draw_major_ticks=function(e,t,i){var a=this.model.major_tick_in,r=this.model.major_tick_out,n=this.visuals.major_tick_line;this._draw_ticks(e,i.major,a,r,n)},t.prototype._draw_minor_ticks=function(e,t,i){var a=this.model.minor_tick_in,r=this.model.minor_tick_out,n=this.visuals.minor_tick_line;this._draw_ticks(e,i.minor,a,r,n)},t.prototype._draw_major_labels=function(e,t,i){var a=i.major,r=this.compute_labels(a[this.dimension]),n=this.model.major_label_orientation,o=t.tick+this.model.major_label_standoff,s=this.visuals.major_label_text;this._draw_oriented_labels(e,r,a,n,this.panel.side,o,s)},t.prototype._draw_axis_label=function(e,t,i){if(null!=this.model.axis_label&&0!=this.model.axis_label.length&&null==this.model.fixed_location){var a,r;switch(this.panel.side){case\"above\":a=this.panel._hcenter.value,r=this.panel._bottom.value;break;case\"below\":a=this.panel._hcenter.value,r=this.panel._top.value;break;case\"left\":a=this.panel._right.value,r=this.panel._vcenter.value;break;case\"right\":a=this.panel._left.value,r=this.panel._vcenter.value;break;default:throw new Error(\"unknown side: \"+this.panel.side)}var n=[[a],[r]],s=t.tick+o.sum(t.tick_label)+this.model.axis_label_standoff,l=this.visuals.axis_label_text;this._draw_oriented_labels(e,[this.model.axis_label],n,\"parallel\",this.panel.side,s,l,\"screen\")}},t.prototype._draw_ticks=function(e,t,i,a,r){if(r.doit){var n=t[0],o=t[1],s=this.plot_view.map_to_screen(n,o,this.model.x_range_name,this.model.y_range_name),l=s[0],_=s[1],h=this.normals,u=h[0],c=h[1],d=this.offsets,m=d[0],b=d[1],p=[u*(m-i),c*(b-i)],f=p[0],v=p[1],x=[u*(m+a),c*(b+a)],g=x[0],y=x[1];r.set_value(e);for(var k=0;k<l.length;k++){var w=Math.round(l[k]+g),j=Math.round(_[k]+y),M=Math.round(l[k]+f),A=Math.round(_[k]+v);e.beginPath(),e.moveTo(w,j),e.lineTo(M,A),e.stroke()}}},t.prototype._draw_oriented_labels=function(e,t,i,a,r,n,o,l){var _,h,u;if(void 0===l&&(l=\"data\"),o.doit&&0!=t.length){var c,d,m,b;if(\"screen\"==l)c=i[0],d=i[1],m=(_=[0,0])[0],b=_[1];else{var p=i[0],f=i[1];c=(h=this.plot_view.map_to_screen(p,f,this.model.x_range_name,this.model.y_range_name))[0],d=h[1],m=(u=this.offsets)[0],b=u[1]}var v,x=this.normals,g=x[0]*(m+n),y=x[1]*(b+n);o.set_value(e),this.panel.apply_label_text_heuristics(e,a),v=s.isString(a)?this.panel.get_label_angle_heuristic(a):-a;for(var k=0;k<c.length;k++){var w=Math.round(c[k]+g),j=Math.round(d[k]+y);e.translate(w,j),e.rotate(v),e.fillText(t[k],0,0),e.rotate(-v),e.translate(-w,-j)}}},t.prototype._axis_label_extent=function(){if(null==this.model.axis_label||\"\"==this.model.axis_label)return 0;var e=this.model.axis_label_standoff,t=this.visuals.axis_label_text;return this._oriented_labels_extent([this.model.axis_label],\"parallel\",this.panel.side,e,t)},t.prototype._tick_extent=function(){return this.model.major_tick_out},t.prototype._tick_label_extent=function(){return o.sum(this._tick_label_extents())},t.prototype._tick_label_extents=function(){var e=this.tick_coords.major,t=this.compute_labels(e[this.dimension]),i=this.model.major_label_orientation,a=this.model.major_label_standoff,r=this.visuals.major_label_text;return[this._oriented_labels_extent(t,i,this.panel.side,a,r)]},t.prototype._oriented_labels_extent=function(e,t,i,a,r){if(0==e.length)return 0;var n,o,l=this.plot_view.canvas_view.ctx;r.set_value(l),s.isString(t)?(n=1,o=this.panel.get_label_angle_heuristic(t)):(n=2,o=-t),o=Math.abs(o);for(var _=Math.cos(o),h=Math.sin(o),u=0,c=0;c<e.length;c++){var d=1.1*l.measureText(e[c]).width,m=.9*l.measureText(e[c]).ascent,b=void 0;(b=\"above\"==i||\"below\"==i?d*h+m/n*_:d*_+m/n*h)>u&&(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<e.length;i++)e[i]in this.model.major_label_overrides&&(t[i]=this.model.major_label_overrides[e[i]]);return t},Object.defineProperty(t.prototype,\"offsets\",{get:function(){if(null!=this.model.fixed_location)return[0,0];var e=this.plot_view.frame,t=[0,0],i=t[0],a=t[1];switch(this.panel.side){case\"below\":a=_(this.panel._top.value-e._bottom.value);break;case\"above\":a=_(this.panel._bottom.value-e._top.value);break;case\"right\":i=_(this.panel._left.value-e._right.value);break;case\"left\":i=_(this.panel._right.value-e._left.value)}return[i,a]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ranges\",{get:function(){var e=this.dimension,t=(e+1)%2,i=this.plot_view.frame,a=[i.x_ranges[this.model.x_range_name],i.y_ranges[this.model.y_range_name]];return[a[e],a[t]]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"computed_bounds\",{get:function(){var e=this.ranges[0],t=this.model.bounds,i=[e.min,e.max];if(\"auto\"==t)return[e.min,e.max];if(s.isArray(t)){var a=void 0,r=void 0,n=t[0],o=t[1],l=i[0],c=i[1];return _(n-o)>_(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;m<s.length;m++)s[m]<c||s[m]>d||(_[e].push(s[m]),_[t].push(this.loc));for(m=0;m<l.length;m++)l[m]<c||l[m]>d||(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;h<r.tops.length-1;h++){for(var c=void 0,m=void 0,d=p;d<r.factors.length;d++)if(r.factors[d][0]==r.tops[h+1]){c=(i=[r.factors[d-1],r.factors[d]])[0],m=i[1],p=d;break}var f=(r.synthetic(c)+r.synthetic(m))/2;f>a&&f<n&&(u[l].push(f),u[_].push(this.loc))}var g=this._tick_label_extent();this._draw_ticks(t,u,-3,g-6,this.visuals.separator_line)}},o.prototype._draw_major_labels=function(t,o,e){for(var i=this._get_factor_info(),r=o.tick+this.model.major_label_standoff,s=0;s<i.length;s++){var a=i[s],n=a[0],l=a[1],_=a[2],u=a[3];this._draw_oriented_labels(t,n,l,_,this.panel.side,r,u),r+=o.tick_label[s]}},o.prototype._tick_label_extents=function(){for(var t=[],o=0,e=this._get_factor_info();o<e.length;o++){var i=e[o],r=i[0],s=i[2],a=i[3],n=this._oriented_labels_extent(r,s,this.panel.side,this.model.major_label_standoff,a);t.push(n)}return t},o.prototype._get_factor_info=function(){var t=this.ranges[0],o=this.computed_bounds,e=o[0],i=o[1],r=this.loc,s=this.model.ticker.get_ticks(e,i,t,r,{}),a=this.tick_coords,n=[];if(1==t.levels){var l=s.major,_=this.model.formatter.doFormat(l,this);n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){l=s.major.map(function(t){return t[1]}),_=this.model.formatter.doFormat(l,this);n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text]),n.push([s.tops,a.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){l=s.major.map(function(t){return t[2]}),_=this.model.formatter.doFormat(l,this);var u=s.mids.map(function(t){return t[1]});n.push([_,a.major,this.model.major_label_orientation,this.visuals.major_label_text]),n.push([u,a.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),n.push([s.tops,a.tops,this.model.group_label_orientation,this.visuals.group_text])}return n},Object.defineProperty(o.prototype,\"tick_coords\",{get:function(){var t=this,o=this.dimension,e=(o+1)%2,i=this.ranges[0],r=this.computed_bounds,s=r[0],a=r[1],n=this.model.ticker.get_ticks(s,a,i,this.loc,{}),l={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return l.major[o]=n.major,l.major[e]=n.major.map(function(o){return t.loc}),3==i.levels&&(l.mids[o]=n.mids,l.mids[e]=n.mids.map(function(o){return t.loc})),i.levels>1&&(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;i<n.length;i++){var s=n[i],l=c.synthetic(s);l>r&&l<e&&o.push(s)}return o},c}(t(207).Ticker);r.CategoricalTicker=o,o.__name__=\"CategoricalTicker\"},\n function _(t,r,o){var n=t(113),e=t(209),a=t(110),c=function(t){function r(r){return t.call(this,r)||this}return n.__extends(r,t),r.prototype.doFormat=function(t,r){return a.copy(t)},r}(e.TickFormatter);o.CategoricalTickFormatter=c,c.__name__=\"CategoricalTickFormatter\"},\n function _(n,i,t){var u=n(113),s=function(n){function i(i){return n.call(this,i)||this}return u.__extends(i,n),i}(n(243).Axis);t.ContinuousAxis=s,s.__name__=\"ContinuousAxis\"},\n function _(t,e,i){var n=t(113),r=t(250),a=t(251),s=t(256),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e}(r.LinearAxisView);i.DatetimeAxisView=u,u.__name__=\"DatetimeAxisView\";var _=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_DatetimeAxis=function(){this.prototype.default_view=u,this.override({ticker:function(){return new s.DatetimeTicker},formatter:function(){return new a.DatetimeTickFormatter}})},e}(r.LinearAxis);i.DatetimeAxis=_,_.__name__=\"DatetimeAxis\",_.init_DatetimeAxis()},\n function _(i,n,t){var e=i(113),r=i(243),s=i(248),u=i(208),a=i(204),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(r.AxisView);t.LinearAxisView=_,_.__name__=\"LinearAxisView\";var o=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_LinearAxis=function(){this.prototype.default_view=_,this.override({ticker:function(){return new a.BasicTicker},formatter:function(){return new u.BasicTickFormatter}})},n}(s.ContinuousAxis);t.LinearAxis=o,o.__name__=\"LinearAxis\",o.init_LinearAxis()},\n function _(t,r,e){var s=t(113),i=t(252),n=t(209),o=t(167),a=t(121),u=t(253),c=t(110),m=t(109);function h(t){return i(t,\"%Y %m %d %H %M %S\").split(/\\s+/).map(function(t){return parseInt(t,10)})}function d(t,r){if(m.isFunction(r))return r(t);var e=u.sprintf(\"$1%06d\",function(t){return Math.round(t/1e3%1*1e6)}(t));return-1==(r=r.replace(/((^|[^%])(%%)*)%f/,e)).indexOf(\"%\")?r:i(t,r)}var f=[\"microseconds\",\"milliseconds\",\"seconds\",\"minsec\",\"minutes\",\"hourmin\",\"hours\",\"days\",\"months\",\"years\"],l=function(t){function r(r){var e=t.call(this,r)||this;return e.strip_leading_zeros=!0,e}return s.__extends(r,t),r.init_DatetimeTickFormatter=function(){this.define({microseconds:[a.Array,[\"%fus\"]],milliseconds:[a.Array,[\"%3Nms\",\"%S.%3Ns\"]],seconds:[a.Array,[\"%Ss\"]],minsec:[a.Array,[\":%M:%S\"]],minutes:[a.Array,[\":%M\",\"%Mm\"]],hourmin:[a.Array,[\"%H:%M\"]],hours:[a.Array,[\"%Hh\",\"%H:%M\"]],days:[a.Array,[\"%m/%d\",\"%a%d\"]],months:[a.Array,[\"%m/%Y\",\"%b %Y\"]],years:[a.Array,[\"%Y\"]]})},r.prototype.initialize=function(){t.prototype.initialize.call(this),this._update_width_formats()},r.prototype._update_width_formats=function(){var t=+i(new Date),r=function(r){var e=r.map(function(r){return d(t,r).length}),s=c.sort_by(c.zip(e,r),function(t){return t[0]});return c.unzip(s)};this._width_formats={microseconds:r(this.microseconds),milliseconds:r(this.milliseconds),seconds:r(this.seconds),minsec:r(this.minsec),minutes:r(this.minutes),hourmin:r(this.hourmin),hours:r(this.hours),days:r(this.days),months:r(this.months),years:r(this.years)}},r.prototype._get_resolution_str=function(t,r){var e=1.1*t;switch(!1){case!(e<.001):return\"microseconds\";case!(e<1):return\"milliseconds\";case!(e<60):return r>=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<l.length;m++){c[l[m]]=0}c.seconds=5,c.minsec=4,c.minutes=4,c.hourmin=3,c.hours=3;for(var _=0,p=t;_<p.length;_++){var y=p[_],g=void 0,v=void 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Use `cultures` instead\"),a},r.cultures=function(){return i},r.zeroFormat=function(e){l=\"string\"==typeof e?e:null},r.defaultFormat=function(e){u=\"string\"==typeof e?e:\"0.0\"},r.defaultCurrencyFormat=function(e){\"string\"==typeof e?e:\"0$\"},r.validate=function(e,n){var t,i,a,o,l,u,c,s;if(\"string\"!=typeof e&&(e+=\"\",console.warn&&console.warn(\"Numbro.js: Value is not string. It has been co-erced to: \",e)),(e=e.trim()).match(/^\\d+$/))return!0;if(\"\"===e)return!1;try{c=r.cultureData(n)}catch(e){c=r.cultureData(r.culture())}return a=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,i=\".\"===c.delimiters.thousands?\"\\\\.\":c.delimiters.thousands,(null===(s=e.match(/^[^\\d]+/))||(e=e.substr(1),s[0]===a))&&((null===(s=e.match(/[^\\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(i+\"{2}\"),!e.match(/[^\\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/):!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/)))))},n.exports={format:function(e,n,t,i){return null!=t&&t!==r.culture()&&r.setCulture(t),d(Number(e),null!=n?n:u,null==i?Math.round:i)}}},\n function _(e,n,i){var t=e(113),r=e(110),a=e(205),s=e(257),c=e(258),_=e(261),m=e(262),k=e(260),o=function(e){function n(n){return e.call(this,n)||this}return t.__extends(n,e),n.init_DatetimeTicker=function(){this.override({num_minor_ticks:0,tickers:function(){return[new a.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*k.ONE_MILLI,num_minor_ticks:0}),new a.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:k.ONE_SECOND,max_interval:30*k.ONE_MINUTE,num_minor_ticks:0}),new a.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:k.ONE_HOUR,max_interval:12*k.ONE_HOUR,num_minor_ticks:0}),new c.DaysTicker({days:r.range(1,32)}),new c.DaysTicker({days:r.range(1,31,3)}),new c.DaysTicker({days:[1,8,15,22]}),new c.DaysTicker({days:[1,15]}),new _.MonthsTicker({months:r.range(0,12,1)}),new _.MonthsTicker({months:r.range(0,12,2)}),new _.MonthsTicker({months:r.range(0,12,4)}),new _.MonthsTicker({months:r.range(0,12,6)}),new m.YearsTicker({})]}})},n}(s.CompositeTicker);i.DatetimeTicker=o,o.__name__=\"DatetimeTicker\",o.init_DatetimeTicker()},\n function _(t,e,i){var n=t(113),r=t(206),o=t(121),s=t(110),a=t(125),_=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_CompositeTicker=function(){this.define({tickers:[o.Array,[]]})},Object.defineProperty(e.prototype,\"min_intervals\",{get:function(){return this.tickers.map(function(t){return t.get_min_interval()})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_intervals\",{get:function(){return this.tickers.map(function(t){return t.get_max_interval()})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"min_interval\",{get:function(){return this.min_intervals[0]},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_interval\",{get:function(){return this.max_intervals[0]},enumerable:!0,configurable:!0}),e.prototype.get_best_ticker=function(t,e,i){var n,r=e-t,o=this.get_ideal_interval(t,e,i),_=[s.sorted_index(this.min_intervals,o)-1,s.sorted_index(this.max_intervals,o)],u=[this.min_intervals[_[0]],this.max_intervals[_[1]]].map(function(t){return Math.abs(i-r/t)});if(a.isEmpty(u.filter(function(t){return!isNaN(t)})))n=this.tickers[0];else{var c=_[s.argmin(u)];n=this.tickers[c]}return n},e.prototype.get_interval=function(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)},e.prototype.get_ticks_no_defaults=function(t,e,i,n){return this.get_best_ticker(t,e,n).get_ticks_no_defaults(t,e,i,n)},e}(r.ContinuousTicker);i.CompositeTicker=_,_.__name__=\"CompositeTicker\",_.init_CompositeTicker()},\n function _(t,n,e){var i=t(113),r=t(259),a=t(260),o=t(121),s=t(110);var _=function(t){function n(n){return t.call(this,n)||this}return i.__extends(n,t),n.init_DaysTicker=function(){this.define({days:[o.Array,[]]}),this.override({num_minor_ticks:0})},n.prototype.initialize=function(){t.prototype.initialize.call(this);var n=this.days;n.length>1?this.interval=(n[1]-n[0])*a.ONE_DAY:this.interval=31*a.ONE_DAY},n.prototype.get_ticks_no_defaults=function(t,n,e,i){var r=function(t,n){var e=a.last_month_no_later_than(new Date(t)),i=a.last_month_no_later_than(new Date(n));i.setUTCMonth(i.getUTCMonth()+1);for(var r=[],o=e;r.push(a.copy_date(o)),o.setUTCMonth(o.getUTCMonth()+1),!(o>i););return r}(t,n),o=this.days,_=this.interval;return{major:s.concat(r.map(function(t){return function(t,n){for(var e=t.getUTCMonth(),i=[],r=0,s=o;r<s.length;r++){var _=s[r],c=a.copy_date(t);c.setUTCDate(_),new Date(c.getTime()+n/2).getUTCMonth()==e&&i.push(c)}return i}(t,_)})).map(function(t){return t.getTime()}).filter(function(e){return t<=e&&e<=n}),minor:[]}},n}(r.SingleIntervalTicker);e.DaysTicker=_,_.__name__=\"DaysTicker\",_.init_DaysTicker()},\n function _(e,n,t){var i=e(113),r=e(206),l=e(121),a=function(e){function n(n){return e.call(this,n)||this}return i.__extends(n,e),n.init_SingleIntervalTicker=function(){this.define({interval:[l.Number]})},n.prototype.get_interval=function(e,n,t){return this.interval},Object.defineProperty(n.prototype,\"min_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"max_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),n}(r.ContinuousTicker);t.SingleIntervalTicker=a,a.__name__=\"SingleIntervalTicker\",a.init_SingleIntervalTicker()},\n function _(t,e,_){function n(t){return new Date(t.getTime())}function E(t){var e=n(t);return e.setUTCDate(1),e.setUTCHours(0),e.setUTCMinutes(0),e.setUTCSeconds(0),e.setUTCMilliseconds(0),e}_.ONE_MILLI=1,_.ONE_SECOND=1e3,_.ONE_MINUTE=60*_.ONE_SECOND,_.ONE_HOUR=60*_.ONE_MINUTE,_.ONE_DAY=24*_.ONE_HOUR,_.ONE_MONTH=30*_.ONE_DAY,_.ONE_YEAR=365*_.ONE_DAY,_.copy_date=n,_.last_month_no_later_than=E,_.last_year_no_later_than=function(t){var e=E(t);return e.setUTCMonth(0),e}},\n function _(t,n,e){var r=t(113),i=t(259),a=t(260),o=t(121),l=t(110);var u=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_MonthsTicker=function(){this.define({months:[o.Array,[]]})},n.prototype.initialize=function(){t.prototype.initialize.call(this);var n=this.months;n.length>1?this.interval=(n[1]-n[0])*a.ONE_MONTH:this.interval=12*a.ONE_MONTH},n.prototype.get_ticks_no_defaults=function(t,n,e,r){var i=function(t,n){var e=a.last_year_no_later_than(new Date(t)),r=a.last_year_no_later_than(new Date(n));r.setUTCFullYear(r.getUTCFullYear()+1);for(var i=[],o=e;i.push(a.copy_date(o)),o.setUTCFullYear(o.getUTCFullYear()+1),!(o>r););return i}(t,n),o=this.months;return{major:l.concat(i.map(function(t){return o.map(function(n){var e=a.copy_date(t);return e.setUTCMonth(n),e})})).map(function(t){return t.getTime()}).filter(function(e){return t<=e&&e<=n}),minor:[]}},n}(i.SingleIntervalTicker);e.MonthsTicker=u,u.__name__=\"MonthsTicker\",u.init_MonthsTicker()},\n function _(t,e,i){var n=t(113),r=t(204),a=t(259),_=t(260),c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.interval=_.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,i,n){var r=_.last_year_no_later_than(new Date(t)).getUTCFullYear(),a=_.last_year_no_later_than(new Date(e)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,a,i,n).major.map(function(t){return Date.UTC(t,0,1)}).filter(function(i){return t<=i&&i<=e}),minor:[]}},e}(a.SingleIntervalTicker);i.YearsTicker=c,c.__name__=\"YearsTicker\"},\n function _(i,n,t){var e=i(113),o=i(243),r=i(248),u=i(264),s=i(265),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(o.AxisView);t.LogAxisView=_,_.__name__=\"LogAxisView\";var c=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n.init_LogAxis=function(){this.prototype.default_view=_,this.override({ticker:function(){return new s.LogTicker},formatter:function(){return new u.LogTickFormatter}})},n}(r.ContinuousAxis);t.LogAxis=c,c.__name__=\"LogAxis\",c.init_LogAxis()},\n function _(t,i,r){var e=t(113),n=t(209),o=t(208),a=t(167),c=t(121),l=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_LogTickFormatter=function(){this.define({ticker:[c.Instance,null]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.basic_formatter=new o.BasicTickFormatter,null==this.ticker&&a.logger.warn(\"LogTickFormatter not configured with a ticker, using default base of 10 (labels will be incorrect if ticker base is not 10)\")},i.prototype.doFormat=function(t,i){if(0==t.length)return[];for(var r=null!=this.ticker?this.ticker.base:10,e=!1,n=new Array(t.length),o=0,a=t.length;o<a;o++)if(n[o]=r+\"^\"+Math.round(Math.log(t[o])/Math.log(r)),o>0&&n[o]==n[o-1]){e=!0;break}return e?this.basic_formatter.doFormat(t,i):n},i}(n.TickFormatter);r.LogTickFormatter=l,l.__name__=\"LogTickFormatter\",l.init_LogTickFormatter()},\n function _(t,r,n){var e=t(113),i=t(205),o=t(110),a=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_LogTicker=function(){this.override({mantissas:[1,5]})},r.prototype.get_ticks_no_defaults=function(t,r,n,e){var i,a=this.num_minor_ticks,u=[],f=this.base,h=Math.log(t)/Math.log(f),l=Math.log(r)/Math.log(f),c=l-h;if(isFinite(c))if(c<2){var s=this.get_interval(t,r,e),g=Math.floor(t/s),_=Math.ceil(r/s);if(i=o.range(g,_+1).filter(function(t){return 0!=t}).map(function(t){return t*s}).filter(function(n){return t<=n&&n<=r}),a>0&&i.length>0){for(var p=s/a,v=0,M=(y=o.range(0,a).map(function(t){return t*p})).slice(1);v<M.length;v++){var m=M[v];u.push(i[0]-m)}for(var k=0,T=i;k<T.length;k++)for(var d=T[k],L=0,w=y;L<w.length;L++){m=w[L];u.push(d+m)}}}else{var b=Math.ceil(.999999*h),j=Math.floor(1.000001*l),x=Math.ceil((j-b)/9);if(i=o.range(b-1,j+1,x).map(function(t){return Math.pow(f,t)}),a>0&&i.length>0){for(var y,A=Math.pow(f,x)/a,F=0,q=y=o.range(1,a+1).map(function(t){return t*A});F<q.length;F++){m=q[F];u.push(i[0]/m)}u.push(i[0]);for(var z=0,B=i;z<B.length;z++){d=B[z];for(var C=0,D=y;C<D.length;C++){m=D[C];u.push(d*m)}}}}else i=[];return{major:i.filter(function(n){return t<=n&&n<=r}),minor:u.filter(function(n){return t<=n&&n<=r})}},r}(i.AdaptiveTicker);n.LogTicker=a,a.__name__=\"LogTicker\",a.init_LogTicker()},\n function _(t,r,i){var e=t(113),n=t(243),o=t(250),a=t(267),c=t(268),s=function(t){function r(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(r,t),r}(n.AxisView);i.MercatorAxisView=s,s.__name__=\"MercatorAxisView\";var u=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_MercatorAxis=function(){this.prototype.default_view=s,this.override({ticker:function(){return new c.MercatorTicker({dimension:\"lat\"})},formatter:function(){return new a.MercatorTickFormatter({dimension:\"lat\"})}})},r}(o.LinearAxis);i.MercatorAxis=u,u.__name__=\"MercatorAxis\",u.init_MercatorAxis()},\n function _(r,t,o){var e=r(113),n=r(208),i=r(121),a=r(132),c=function(r){function t(t){return r.call(this,t)||this}return e.__extends(t,r),t.init_MercatorTickFormatter=function(){this.define({dimension:[i.LatLon]})},t.prototype.doFormat=function(t,o){if(null==this.dimension)throw new Error(\"MercatorTickFormatter.dimension not configured\");if(0==t.length)return[];var e=t.length,n=new Array(e);if(\"lon\"==this.dimension)for(var i=0;i<e;i++){var c=a.wgs84_mercator.inverse([t[i],o.loc])[0];n[i]=c}else for(i=0;i<e;i++){var s=a.wgs84_mercator.inverse([o.loc,t[i]])[1];n[i]=s}return r.prototype.doFormat.call(this,n,o)},t}(n.BasicTickFormatter);o.MercatorTickFormatter=c,c.__name__=\"MercatorTickFormatter\",c.init_MercatorTickFormatter()},\n function _(r,n,i){var o=r(113),e=r(204),t=r(121),s=r(132),a=function(r){function n(n){return r.call(this,n)||this}return o.__extends(n,r),n.init_MercatorTicker=function(){this.define({dimension:[t.LatLon]})},n.prototype.get_ticks_no_defaults=function(n,i,o,e){var t,a,c,_,f,m,l,u;if(null==this.dimension)throw new Error(\"MercatorTicker.dimension not configured\");n=(t=s.clip_mercator(n,i,this.dimension))[0],i=t[1],\"lon\"===this.dimension?(m=(a=s.wgs84_mercator.inverse([n,o]))[0],u=a[1],l=(c=s.wgs84_mercator.inverse([i,o]))[0],u=c[1]):(u=(_=s.wgs84_mercator.inverse([o,n]))[0],m=_[1],u=(f=s.wgs84_mercator.inverse([o,i]))[0],l=f[1]);var d=r.prototype.get_ticks_no_defaults.call(this,m,l,o,e),h=[],g=[];if(\"lon\"===this.dimension){for(var v=0,w=d.major;v<w.length;v++){var p=w[v];if(s.in_bounds(p,\"lon\")){var k=s.wgs84_mercator.forward([p,u])[0];h.push(k)}}for(var T=0,M=d.minor;T<M.length;T++){p=M[T];if(s.in_bounds(p,\"lon\")){k=s.wgs84_mercator.forward([p,u])[0];g.push(k)}}}else{for(var b=0,j=d.major;b<j.length;b++){p=j[b];if(s.in_bounds(p,\"lat\")){var y=s.wgs84_mercator.forward([u,p])[1];h.push(y)}}for(var L=0,x=d.minor;L<x.length;L++){p=x[L];if(s.in_bounds(p,\"lat\")){y=s.wgs84_mercator.forward([u,p])[1];g.push(y)}}}return{major:h,minor:g}},n}(e.BasicTicker);i.MercatorTicker=a,a.__name__=\"MercatorTicker\",a.init_MercatorTicker()},\n function _(n,o,t){var u=n(270);t.CustomJS=u.CustomJS;var a=n(272);t.OpenURL=a.OpenURL},\n function _(e,t,n){var r=e(113),i=e(271),o=e(121),u=e(125),s=e(127),c=function(t){function n(e){return t.call(this,e)||this}return r.__extends(n,t),n.init_CustomJS=function(){this.define({args:[o.Any,{}],code:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(n.prototype,\"names\",{get:function(){return u.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"values\",{get:function(){return u.values(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"func\",{get:function(){var e=this.use_strict?s.use_strict(this.code):this.code;return new(Function.bind.apply(Function,r.__spreadArrays([void 0],this.names,[\"cb_obj\",\"cb_data\",\"require\",\"exports\",e])))},enumerable:!0,configurable:!0}),n.prototype.execute=function(t,n){return void 0===n&&(n={}),this.func.apply(t,this.values.concat(t,n,e,{}))},n}(i.Callback);n.CustomJS=c,c.__name__=\"CustomJS\",c.init_CustomJS()},\n function _(n,t,a){var l=n(113),_=function(n){function t(t){return n.call(this,t)||this}return l.__extends(t,n),t}(n(166).Model);a.Callback=_,_.__name__=\"Callback\"},\n function _(n,e,t){var i=n(113),o=n(271),r=n(253),a=n(121),c=function(n){function e(e){return n.call(this,e)||this}return 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i(h,this)},r.prototype.__parseFont=function(){var t=/^\\s*(?=(?:(?:[-a-z]+\\s*){0,2}(italic|oblique))?)(?=(?:(?:[-a-z]+\\s*){0,2}(small-caps))?)(?=(?:(?:[-a-z]+\\s*){0,2}(bold(?:er)?|lighter|[1-9]00))?)(?:(?:normal|\\1|\\2|\\3)\\s*){0,3}((?:xx?-)?(?:small|large)|medium|smaller|larger|[.\\d]+(?:\\%|in|[cem]m|ex|p[ctx]))(?:\\s*\\/\\s*(normal|[.\\d]+(?:\\%|in|[cem]m|ex|p[ctx])))?\\s*([-,\\'\\\"\\sa-z0-9]+?)\\s*$/i.exec(this.font),e={style:t[1]||\"normal\",size:t[4]||\"10px\",family:t[6]||\"sans-serif\",weight:t[3]||\"normal\",decoration:t[2]||\"normal\",href:null};return\"underline\"===this.__fontUnderline&&(e.decoration=\"underline\"),this.__fontHref&&(e.href=this.__fontHref),e},r.prototype.__wrapTextLink=function(t,e){if(t.href){var r=this.__createElement(\"a\");return r.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",t.href),r.appendChild(e),r}return e},r.prototype.__applyText=function(t,e,r,i){var n,s,a=this.__parseFont(),o=this.__closestGroupOrSvg(),l=this.__createElement(\"text\",{\"font-family\":a.family,\"font-size\":a.size,\"font-style\":a.style,\"font-weight\":a.weight,\"text-decoration\":a.decoration,x:e,y:r,\"text-anchor\":(n=this.textAlign,s={left:\"start\",right:\"end\",center:\"middle\",start:\"start\",end:\"end\"},s[n]||s.start),\"dominant-baseline\":h(this.textBaseline)},!0);l.appendChild(this.__document.createTextNode(t)),this.__currentElement=l,this.__applyStyleToCurrentElement(i),o.appendChild(this.__wrapTextLink(a,l))},r.prototype.fillText=function(t,e,r){this.__applyText(t,e,r,\"fill\")},r.prototype.strokeText=function(t,e,r){this.__applyText(t,e,r,\"stroke\")},r.prototype.measureText=function(t){return this.__ctx.font=this.font,this.__ctx.measureText(t)},r.prototype.arc=function(t,e,r,i,n,s){if(i!==n){(i%=2*Math.PI)===(n%=2*Math.PI)&&(n=(n+2*Math.PI-.001*(s?-1:1))%(2*Math.PI));var o=t+r*Math.cos(n),h=e+r*Math.sin(n),l=t+r*Math.cos(i),c=e+r*Math.sin(i),p=s?0:1,_=0,u=n-i;u<0&&(u+=2*Math.PI),_=s?u>Math.PI?0:1:u>Math.PI?1:0,this.lineTo(l,c),this.__addPathCommand(a(\"A {rx} {ry} {xAxisRotation} {largeArcFlag} {sweepFlag} {endX} {endY}\",{rx:r,ry:r,xAxisRotation:0,largeArcFlag:_,sweepFlag:p,endX:o,endY:h})),this.__currentPosition={x:o,y:h}}},r.prototype.clip=function(){var t=this.__closestGroupOrSvg(),e=this.__createElement(\"clipPath\"),r=o(this.__ids),i=this.__createElement(\"g\");this.__applyCurrentDefaultPath(),t.removeChild(this.__currentElement),e.setAttribute(\"id\",r),e.appendChild(this.__currentElement),this.__defs.appendChild(e),t.setAttribute(\"clip-path\",a(\"url(#{id})\",{id:r})),t.appendChild(i),this.__currentElement=i},r.prototype.drawImage=function(){var t,e,i,n,s,a,o,h,l,c,p,_,u,d,g=Array.prototype.slice.call(arguments),m=g[0],f=0,y=0;if(3===g.length)t=g[1],e=g[2],i=s=m.width,n=a=m.height;else if(5===g.length)t=g[1],e=g[2],i=g[3],n=g[4],s=m.width,a=m.height;else{if(9!==g.length)throw new Error(\"Inavlid number of arguments passed to drawImage: \"+arguments.length);f=g[1],y=g[2],s=g[3],a=g[4],t=g[5],e=g[6],i=g[7],n=g[8]}o=this.__closestGroupOrSvg(),this.__currentElement;var v=\"translate(\"+t+\", \"+e+\")\";if(m instanceof r){if((h=m.getSvg().cloneNode(!0)).childNodes&&h.childNodes.length>1){for(l=h.childNodes[0];l.childNodes.length;)d=l.childNodes[0].getAttribute(\"id\"),this.__ids[d]=d,this.__defs.appendChild(l.childNodes[0]);if(c=h.childNodes[1]){var b,w=c.getAttribute(\"transform\");b=w?w+\" \"+v:v,c.setAttribute(\"transform\",b),o.appendChild(c)}}}else\"IMG\"===m.nodeName?((p=this.__createElement(\"image\")).setAttribute(\"width\",i),p.setAttribute(\"height\",n),p.setAttribute(\"preserveAspectRatio\",\"none\"),(f||y||s!==m.width||a!==m.height)&&((_=this.__document.createElement(\"canvas\")).width=i,_.height=n,(u=_.getContext(\"2d\")).drawImage(m,f,y,s,a,0,0,i,n),m=_),p.setAttribute(\"transform\",v),p.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",\"CANVAS\"===m.nodeName?m.toDataURL():m.getAttribute(\"src\")),o.appendChild(p)):\"CANVAS\"===m.nodeName&&((p=this.__createElement(\"image\")).setAttribute(\"width\",i),p.setAttribute(\"height\",n),p.setAttribute(\"preserveAspectRatio\",\"none\"),(_=this.__document.createElement(\"canvas\")).width=i,_.height=n,(u=_.getContext(\"2d\")).imageSmoothingEnabled=!1,u.mozImageSmoothingEnabled=!1,u.oImageSmoothingEnabled=!1,u.webkitImageSmoothingEnabled=!1,u.drawImage(m,f,y,s,a,0,0,i,n),m=_,p.setAttribute(\"transform\",v),p.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",m.toDataURL()),o.appendChild(p))},r.prototype.createPattern=function(t,e){var i,s=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"pattern\"),a=o(this.__ids);return s.setAttribute(\"id\",a),s.setAttribute(\"width\",t.width),s.setAttribute(\"height\",t.height),\"CANVAS\"===t.nodeName||\"IMG\"===t.nodeName?((i=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"image\")).setAttribute(\"width\",t.width),i.setAttribute(\"height\",t.height),i.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",\"CANVAS\"===t.nodeName?t.toDataURL():t.getAttribute(\"src\")),s.appendChild(i),this.__defs.appendChild(s)):t instanceof r&&(s.appendChild(t.__root.childNodes[1]),this.__defs.appendChild(s)),new n(s,this)},r.prototype.setLineDash=function(t){t&&t.length>0?this.lineDash=t.join(\",\"):this.lineDash=null},r.prototype.drawFocusRing=function(){},r.prototype.createImageData=function(){},r.prototype.getImageData=function(){},r.prototype.putImageData=function(){},r.prototype.globalCompositeOperation=function(){},r.prototype.setTransform=function(){},\"object\"==typeof window&&(window.C2S=r),\"object\"==typeof e&&\"object\"==typeof e.exports&&(e.exports=r)}()},\n function _(e,t,a){var r=e(113),n=e(279),s=e(215),i=e(224),_=e(225),o=e(280),c=e(184),g=function(e){function t(t,a,r,n,s,i){void 0===s&&(s={}),void 0===i&&(i={});var _=e.call(this)||this;return _.x_scale=t,_.y_scale=a,_.x_range=r,_.y_range=n,_.extra_x_ranges=s,_.extra_y_ranges=i,_._configure_scales(),_}return r.__extends(t,e),t.prototype.map_to_screen=function(e,t,a,r){return void 0===a&&(a=\"default\"),void 0===r&&(r=\"default\"),[this.xscales[a].v_compute(e),this.yscales[r].v_compute(t)]},t.prototype._get_ranges=function(e,t){var a={};if(a.default=e,null!=t)for(var r in t)a[r]=t[r];return a},t.prototype._get_scales=function(e,t,a){var r={};for(var g in t){var l=t[g];if(l instanceof o.DataRange1d||l instanceof _.Range1d){if(!(e instanceof i.LogScale||e instanceof s.LinearScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);if(e instanceof n.CategoricalScale)throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type)}if(l instanceof c.FactorRange&&!(e instanceof n.CategoricalScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);e instanceof i.LogScale&&l instanceof o.DataRange1d&&(l.scale_hint=\"log\");var f=e.clone();f.setv({source_range:l,target_range:a}),r[g]=f}return r},t.prototype._configure_frame_ranges=function(){this._h_target=new _.Range1d({start:this._left.value,end:this._right.value}),this._v_target=new _.Range1d({start:this._bottom.value,end:this._top.value})},t.prototype._configure_scales=function(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._xscales=this._get_scales(this.x_scale,this._x_ranges,this._h_target),this._yscales=this._get_scales(this.y_scale,this._y_ranges,this._v_target)},t.prototype._update_scales=function(){for(var e in this._configure_frame_ranges(),this._xscales){this._xscales[e].target_range=this._h_target}for(var e in this._yscales){this._yscales[e].target_range=this._v_target}},t.prototype._set_geometry=function(t,a){e.prototype._set_geometry.call(this,t,a),this._update_scales()},Object.defineProperty(t.prototype,\"x_ranges\",{get:function(){return this._x_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y_ranges\",{get:function(){return this._y_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"xscales\",{get:function(){return this._xscales},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"yscales\",{get:function(){return this._yscales},enumerable:!0,configurable:!0}),t}(e(282).LayoutItem);a.CartesianFrame=g,g.__name__=\"CartesianFrame\"},\n function _(t,e,c){var n=t(113),o=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.compute=function(e){return t.prototype.compute.call(this,this.source_range.synthetic(e))},e.prototype.v_compute=function(e){return t.prototype.v_compute.call(this,this.source_range.v_synthetic(e))},e}(t(215).LinearScale);c.CategoricalScale=o,o.__name__=\"CategoricalScale\"},\n function _(t,i,n){var e=t(113),a=t(281),r=t(175),s=t(167),o=t(121),l=t(181),_=t(110),d=function(t){function i(i){var n=t.call(this,i)||this;return n._plot_bounds={},n.have_updated_interactively=!1,n}return e.__extends(i,t),i.init_DataRange1d=function(){this.define({start:[o.Number],end:[o.Number],range_padding:[o.Number,.1],range_padding_units:[o.PaddingUnits,\"percent\"],flipped:[o.Boolean,!1],follow:[o.StartEnd],follow_interval:[o.Number],default_span:[o.Number,2],only_visible:[o.Boolean,!1]}),this.internal({scale_hint:[o.String,\"auto\"]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span},Object.defineProperty(i.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),i.prototype.computed_renderers=function(){var t=this.names,i=this.renderers;if(0==i.length)for(var n=0,e=this.plots;n<e.length;n++){var a=e[n].renderers.filter(function(t){return t instanceof r.GlyphRenderer});i=i.concat(a)}t.length>0&&(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;o<l.length;o++){var d=l[o];s.logger.trace(\" - \"+d.type+\" \"+d.id)}return i},i.prototype._compute_plot_bounds=function(t,i){for(var n=l.empty(),e=0,a=t;e<a.length;e++){var r=a[e];null==i[r.id]||!r.visible&&this.only_visible||(n=l.union(n,i[r.id]))}return n},i.prototype.adjust_bounds_for_aspect=function(t,i){var n=l.empty(),e=t.x1-t.x0;e<=0&&(e=1);var a=t.y1-t.y0;a<=0&&(a=1);var r=.5*(t.x1+t.x0),s=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=r+.5*e,n.x0=r-.5*e,n.y1=s+.5*a,n.y0=s-.5*a,n},i.prototype._compute_min_max=function(t,i){var n,e,a,r,s=l.empty();for(var o in t){var _=t[o];s=l.union(s,_)}return 0==i?(a=(n=[s.x0,s.x1])[0],r=n[1]):(a=(e=[s.y0,s.y1])[0],r=e[1]),[a,r]},i.prototype._compute_range=function(t,i){var n,e,a,r=this.range_padding;if(\"log\"==this.scale_hint){(isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,s.logger.warn(\"could not determine minimum data value for log axis, DataRange1d using value \"+t)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,s.logger.warn(\"could not determine maximum data value for log axis, DataRange1d using value \"+i));var o=void 0,l=void 0;if(i==t)l=this.default_span+.001,o=Math.log(t)/Math.log(10);else{var _=void 0,d=void 0;\"percent\"==this.range_padding_units?(_=Math.log(t)/Math.log(10),l=((d=Math.log(i)/Math.log(10))-_)*(1+r)):(_=Math.log(t-r)/Math.log(10),l=(d=Math.log(i+r)/Math.log(10))-_),o=(_+d)/2}e=Math.pow(10,o-l/2),a=Math.pow(10,o+l/2)}else{l=void 0;e=(o=(i+t)/2)-(l=i==t?this.default_span:\"percent\"==this.range_padding_units?(i-t)*(1+r):i-t+2*r)/2,a=o+l/2}var h=1;this.flipped&&(e=(n=[a,e])[0],a=n[1],h=-1);var u=this.follow_interval;return null!=u&&Math.abs(e-a)>u&&(\"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;h<o.length;h++){var i=o[h].measure({width:0,height:0});e+=i.width,r=Math.max(r,i.height)}return{width:e,height:r}},e.prototype._set_geometry=function(e,r){t.prototype._set_geometry.call(this,e,r);for(var h=e.top,o=e.bottom,n=e.left,a=0,c=this.children;a<c.length;a++){var _=c[a],s=_.measure({width:0,height:0}).width;_.set_geometry(new i.BBox({left:n,width:s,top:h,bottom:o})),n+=s}},e}(n);r.HStack=a,a.__name__=\"HStack\";var c=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;h<o.length;h++){var i=o[h].measure({width:0,height:0});e=Math.max(e,i.width),r+=i.height}return{width:e,height:r}},e.prototype._set_geometry=function(e,r){t.prototype._set_geometry.call(this,e,r);for(var h=e.left,o=e.right,n=e.top,a=0,c=this.children;a<c.length;a++){var _=c[a],s=_.measure({width:0,height:0}).height;_.set_geometry(new i.BBox({top:n,height:s,left:h,right:o})),n+=s}},e}(n);r.VStack=c,c.__name__=\"VStack\";var _=function(t){function e(){var e=t.apply(this,arguments)||this;return e.children=[],e}return h.__extends(e,t),e.prototype._measure=function(t){for(var e=0,r=0,h=0,o=this.children;h<o.length;h++){var i=o[h].layout.measure(t);e=Math.max(e,i.width),r=Math.max(r,i.height)}return{width:e,height:r}},e.prototype._set_geometry=function(e,r){t.prototype._set_geometry.call(this,e,r);for(var h=0,o=this.children;h<o.length;h++){var n=o[h],a=n.layout,c=n.anchor,_=n.margin,s=e.left,g=e.right,l=e.top,u=e.bottom,p=e.hcenter,d=e.vcenter,m=a.measure(e),w=m.width,f=m.height,y=void 0;switch(c){case\"top_left\":y=new i.BBox({left:s+_,top:l+_,width:w,height:f});break;case\"top_center\":y=new i.BBox({hcenter:p,top:l+_,width:w,height:f});break;case\"top_right\":y=new i.BBox({right:g-_,top:l+_,width:w,height:f});break;case\"bottom_right\":y=new i.BBox({right:g-_,bottom:u-_,width:w,height:f});break;case\"bottom_center\":y=new i.BBox({hcenter:p,bottom:u-_,width:w,height:f});break;case\"bottom_left\":y=new i.BBox({left:s+_,bottom:u-_,width:w,height:f});break;case\"center_left\":y=new i.BBox({left:s+_,vcenter:d,width:w,height:f});break;case\"center\":y=new i.BBox({hcenter:p,vcenter:d,width:w,height:f});break;case\"center_right\":y=new i.BBox({right:g-_,vcenter:d,width:w,height:f});break;default:throw new Error(\"unreachable\")}a.set_geometry(y)}},e}(o.Layoutable);r.AnchorLayout=_,_.__name__=\"AnchorLayout\"},\n function _(t,i,e){var n=t(113),r=t(283),o=t(284),s=t(109),a=t(181),h=t(110),c=Math.max,l=Math.round,f=function(){function t(t){this.def=t,this._map=new Map}return t.prototype.get=function(t){var i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i},t.prototype.apply=function(t,i){var e=this.get(t);this._map.set(t,i(e))},t}();f.__name__=\"DefaultMap\";var u=function(){function t(){this._items=[],this._nrows=0,this._ncols=0}return Object.defineProperty(t.prototype,\"nrows\",{get:function(){return this._nrows},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ncols\",{get:function(){return this._ncols},enumerable:!0,configurable:!0}),t.prototype.add=function(t,i){var e=t.r1,n=t.c1;this._nrows=c(this._nrows,e+1),this._ncols=c(this._ncols,n+1),this._items.push({span:t,data:i})},t.prototype.at=function(t,i){return this._items.filter(function(e){var n=e.span;return n.r0<=t&&t<=n.r1&&n.c0<=i&&i<=n.c1}).map(function(t){return t.data})},t.prototype.row=function(t){return this._items.filter(function(i){var e=i.span;return e.r0<=t&&t<=e.r1}).map(function(t){return t.data})},t.prototype.col=function(t){return this._items.filter(function(i){var e=i.span;return e.c0<=t&&t<=e.c1}).map(function(t){return t.data})},t.prototype.foreach=function(t){for(var i=0,e=this._items;i<e.length;i++){var n=e[i];t(n.span,n.data)}},t.prototype.map=function(i){for(var e=new t,n=0,r=this._items;n<r.length;n++){var o=r[n],s=o.span,a=o.data;e.add(s,i(s,a))}return e},t}();u.__name__=\"Container\";var p=function(t){function i(i){void 0===i&&(i=[]);var e=t.call(this)||this;return e.items=i,e.rows=\"auto\",e.cols=\"auto\",e.spacing=0,e.absolute=!1,e}return n.__extends(i,t),i.prototype.is_width_expanding=function(){if(t.prototype.is_width_expanding.call(this))return!0;if(\"fixed\"==this.sizing.width_policy)return!1;var i=this._state.cols;return h.some(i,function(t){return\"max\"==t.policy})},i.prototype.is_height_expanding=function(){if(t.prototype.is_height_expanding.call(this))return!0;if(\"fixed\"==this.sizing.height_policy)return!1;var i=this._state.rows;return h.some(i,function(t){return\"max\"==t.policy})},i.prototype._init=function(){var i=this;t.prototype._init.call(this);for(var e=new u,n=0,r=this.items;n<r.length;n++){var o=r[n],a=o.layout,c=o.row,l=o.col,f=o.row_span,p=o.col_span;if(a.sizing.visible){var g=c,_=l,d=c+(null!=f?f:1)-1,w=l+(null!=p?p:1)-1;e.add({r0:g,c0:_,r1:d,c1:w},a)}}for(var y=e.nrows,m=e.ncols,v=new Array(y),x=function(t){var n,r=null==(n=s.isPlainObject(i.rows)?i.rows[t]||i.rows[\"*\"]:i.rows)?{policy:\"auto\"}:s.isNumber(n)?{policy:\"fixed\",height:n}:s.isString(n)?{policy:n}:n,o=r.align||\"auto\";if(\"fixed\"==r.policy)v[t]={policy:\"fixed\",height:r.height,align:o};else if(\"min\"==r.policy)v[t]={policy:\"min\",align:o};else if(\"fit\"==r.policy||\"max\"==r.policy)v[t]={policy:r.policy,flex:r.flex||1,align:o};else{if(\"auto\"!=r.policy)throw new Error(\"unrechable\");h.some(e.row(t),function(t){return t.is_height_expanding()})?v[t]={policy:\"max\",flex:1,align:o}:v[t]={policy:\"min\",align:o}}},b=0;b<y;b++)x(b);for(var z=new Array(m),j=function(t){var n,r=null==(n=s.isPlainObject(i.cols)?i.cols[t]||i.cols[\"*\"]:i.cols)?{policy:\"auto\"}:s.isNumber(n)?{policy:\"fixed\",width:n}:s.isString(n)?{policy:n}:n,o=r.align||\"auto\";if(\"fixed\"==r.policy)z[t]={policy:\"fixed\",width:r.width,align:o};else if(\"min\"==r.policy)z[t]={policy:\"min\",align:o};else if(\"fit\"==r.policy||\"max\"==r.policy)z[t]={policy:r.policy,flex:r.flex||1,align:o};else{if(\"auto\"!=r.policy)throw new Error(\"unrechable\");h.some(e.col(t),function(t){return t.is_width_expanding()})?z[t]={policy:\"max\",flex:1,align:o}:z[t]={policy:\"min\",align:o}}},O=0;O<m;O++)j(O);var B=s.isNumber(this.spacing)?[this.spacing,this.spacing]:this.spacing,A=B[0],M=B[1];this._state={items:e,nrows:y,ncols:m,rows:v,cols:z,rspacing:A,cspacing:M}},i.prototype._measure_totals=function(t,i){var e=this._state,n=e.nrows,r=e.ncols,o=e.rspacing,s=e.cspacing;return{height:h.sum(t)+(n-1)*o,width:h.sum(i)+(r-1)*s}},i.prototype._measure_cells=function(t){for(var i=this._state,e=i.items,n=i.nrows,o=i.ncols,s=i.rows,a=i.cols,h=i.rspacing,f=i.cspacing,p=new Array(n),g=0;g<n;g++){var _=s[g];p[g]=\"fixed\"==_.policy?_.height:0}for(var d=new Array(o),w=0;w<o;w++){var y=a[w];d[w]=\"fixed\"==y.policy?y.width:0}var m=new u;return e.foreach(function(i,e){for(var n=i.r0,o=i.c0,u=i.r1,g=i.c1,_=(u-n)*h,w=(g-o)*f,y=0,v=n;v<=u;v++)y+=t(v,o).height;y+=_;for(var x=0,b=o;b<=g;b++)x+=t(n,b).width;x+=w;var z=e.measure({width:x,height:y});m.add(i,{layout:e,size_hint:z});var j=new r.Sizeable(z).grow_by(e.sizing.margin);j.height-=_,j.width-=w;var O=[];for(v=n;v<=u;v++){var B=s[v];\"fixed\"==B.policy?j.height-=B.height:O.push(v)}if(j.height>0)for(var A=l(j.height/O.length),M=0,P=O;M<P.length;M++){v=P[M];p[v]=c(p[v],A)}var C=[];for(b=o;b<=g;b++){var N=a[b];\"fixed\"==N.policy?j.width-=N.width:C.push(b)}if(j.width>0)for(var S=l(j.width/C.length),E=0,G=C;E<G.length;E++){b=G[E];d[b]=c(d[b],S)}}),{size:this._measure_totals(p,d),row_heights:p,col_widths:d,size_hints:m}},i.prototype._measure_grid=function(t){var i,e=this._state,n=e.nrows,r=e.ncols,o=e.rows,s=e.cols,a=e.rspacing,h=e.cspacing,f=this._measure_cells(function(t,i){var e=o[t],n=s[i];return{width:\"fixed\"==n.policy?n.width:1/0,height:\"fixed\"==e.policy?e.height:1/0}});i=\"fixed\"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:f.size.height;for(var u,p=0,g=0;g<n;g++){\"fit\"==(w=o[g]).policy||\"max\"==w.policy?p+=w.flex:i-=f.row_heights[g]}if(i-=(n-1)*a,0!=p&&i>0)for(g=0;g<n;g++){if(\"fit\"==(w=o[g]).policy||\"max\"==w.policy)i-=y=l(i*(w.flex/p)),f.row_heights[g]=y,p-=w.flex}else if(i<0){var _=0;for(g=0;g<n;g++){\"fixed\"!=(w=o[g]).policy&&_++}var d=-i;for(g=0;g<n;g++){var w;if(\"fixed\"!=(w=o[g]).policy){var y=f.row_heights[g],m=l(d/_);f.row_heights[g]=c(y-m,0),d-=m>y?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;x<r;x++){\"fit\"==(z=s[x]).policy||\"max\"==z.policy?v+=z.flex:u-=f.col_widths[x]}if(u-=(r-1)*h,0!=v&&u>0)for(x=0;x<r;x++){if(\"fit\"==(z=s[x]).policy||\"max\"==z.policy)u-=j=l(u*(z.flex/v)),f.col_widths[x]=j,v-=z.flex}else if(u<0){for(_=0,x=0;x<r;x++){\"fixed\"!=(z=s[x]).policy&&_++}var b=-u;for(x=0;x<r;x++){var z;if(\"fixed\"!=(z=s[x]).policy){var j=f.col_widths[x];m=l(b/_);f.col_widths[x]=c(j-m,0),b-=m>j?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;m<r;m++){var x=d[m];x.top=v,v+=x.height+s}for(var b=0,z=this.absolute?i.left:0;b<o;b++){var j=w[b];j.left=z,z+=j.width+h}y.foreach(function(t,i){var e=t.r0,n=t.c0,r=t.r1,o=t.c1,c=i.layout,f=i.size_hint,u=c.sizing,p=f.width,g=f.height,_=function(t,i){for(var e=(i-t)*h,n=t;n<=i;n++)e+=w[n].width;return e}(n,o),y=function(t,i){for(var e=(i-t)*s,n=t;n<=i;n++)e+=d[n].height;return e}(e,r),m=n==o&&\"auto\"!=w[n].align?w[n].align:u.halign,v=e==r&&\"auto\"!=d[e].align?d[e].align:u.valign,x=w[n].left;\"start\"==m?x+=u.margin.left:\"center\"==m?x+=l((_-p)/2):\"end\"==m&&(x+=_-u.margin.right-p);var b=d[e].top;\"start\"==v?b+=u.margin.top:\"center\"==v?b+=l((y-g)/2):\"end\"==v&&(b+=y-u.margin.bottom-g),i.outer=new a.BBox({left:x,top:b,width:p,height:g})});var O=d.map(function(){return{start:new f(function(){return 0}),end:new f(function(){return 0})}}),B=w.map(function(){return{start:new f(function(){return 0}),end:new f(function(){return 0})}});y.foreach(function(t,i){var e=t.r0,n=t.c0,r=t.r1,o=t.c1,s=i.size_hint,a=i.outer,h=s.inner;null!=h&&(O[e].start.apply(a.top,function(t){return c(t,h.top)}),O[r].end.apply(d[r].bottom-a.bottom,function(t){return c(t,h.bottom)}),B[n].start.apply(a.left,function(t){return c(t,h.left)}),B[o].end.apply(w[o].right-a.right,function(t){return c(t,h.right)}))}),y.foreach(function(t,i){var e=t.r0,n=t.c0,r=t.r1,o=t.c1,s=i.size_hint,h=i.outer;function c(t){var i=t.left,e=t.right,n=t.top,r=t.bottom,o=h.width-i-e,s=h.height-n-r;return new a.BBox({left:i,top:n,width:o,height:s})}if(null!=s.inner){var l=c(s.inner);if(!1!==s.align){var f=O[e].start.get(h.top),u=O[r].end.get(d[r].bottom-h.bottom),p=B[n].start.get(h.left),g=B[o].end.get(w[o].right-h.right);try{l=c({top:f,bottom:u,left:p,right:g})}catch(t){}}i.inner=l}else i.inner=h}),y.foreach(function(t,i){var e=i.layout,n=i.outer,r=i.inner;e.set_geometry(n,r)})},i}(o.Layoutable);e.Grid=p,p.__name__=\"Grid\";var g=function(t){function i(i){var e=t.call(this)||this;return e.items=i.map(function(t,i){return{layout:t,row:0,col:i}}),e.rows=\"fit\",e}return n.__extends(i,t),i}(p);e.Row=g,g.__name__=\"Row\";var _=function(t){function i(i){var e=t.call(this)||this;return e.items=i.map(function(t,i){return{layout:t,row:i,col:0}}),e.cols=\"fit\",e}return n.__extends(i,t),i}(p);e.Column=_,_.__name__=\"Column\"},\n function _(e,n,t){var i=e(113),o=e(284),r=e(283),a=e(163),u=function(e){function n(n){var t=e.call(this)||this;return t.content_size=a.unsized(n,function(){return new r.Sizeable(a.size(n))}),t}return i.__extends(n,e),n.prototype._content_size=function(){return this.content_size},n}(o.ContentLayoutable);t.ContentBox=u,u.__name__=\"ContentBox\";var _=function(e){function n(n){var t=e.call(this)||this;return t.el=n,t}return i.__extends(n,e),n.prototype._measure=function(e){var n=this,t=new r.Sizeable(e).bounded_to(this.sizing.size);return a.sized(this.el,t,function(){var e=new r.Sizeable(a.content_size(n.el)),t=a.extents(n.el),i=t.border,o=t.padding;return e.grow_by(i).grow_by(o).map(Math.ceil)})},n}(o.Layoutable);t.VariadicBox=_,_.__name__=\"VariadicBox\"},\n function _(a,r,u){var m=a(289);u.Expression=m.Expression;var n=a(290);u.Stack=n.Stack;var s=a(291);u.CumSum=s.CumSum},\n function _(t,e,n){var i=t(113),r=function(t){function e(e){var n=t.call(this,e)||this;return n._connected={},n._result={},n}return i.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this._connected={},this._result={}},e.prototype.v_compute=function(t){var e=this;null==this._connected[t.id]&&(this.connect(t.change,function(){return delete e._result[t.id]}),this.connect(t.patching,function(){return delete e._result[t.id]}),this.connect(t.streaming,function(){return delete e._result[t.id]}),this._connected[t.id]=!0);var n=this._result[t.id];return null==n&&(this._result[t.id]=n=this._v_compute(t)),n},e}(t(166).Model);n.Expression=r,r.__name__=\"Expression\"},\n function _(t,n,i){var e=t(113),r=t(289),a=t(121),o=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_Stack=function(){this.define({fields:[a.Array,[]]})},n.prototype._v_compute=function(t){for(var n=t.get_length()||0,i=new Float64Array(n),e=0,r=this.fields;e<r.length;e++){var a=r[e],o=t.data[a];if(null!=o)for(var _=0,c=Math.min(n,o.length);_<c;_++)i[_]+=o[_]}return i},n}(r.Expression);i.Stack=o,o.__name__=\"Stack\",o.init_Stack()},\n function _(n,t,e){var i=n(113),u=n(289),r=n(121),o=function(n){function t(t){return n.call(this,t)||this}return i.__extends(t,n),t.init_CumSum=function(){this.define({field:[r.String],include_zero:[r.Boolean,!1]})},t.prototype._v_compute=function(n){var t=new Float64Array(n.get_length()||0),e=n.data[this.field],i=this.include_zero?1:0;t[0]=this.include_zero?0:e[0];for(var u=1;u<t.length;u++)t[u]=t[u-1]+e[u-i];return t},t}(u.Expression);e.CumSum=o,o.__name__=\"CumSum\",o.init_CumSum()},\n function _(r,e,t){var l=r(293);t.BooleanFilter=l.BooleanFilter;var i=r(295);t.CustomJSFilter=i.CustomJSFilter;var F=r(294);t.Filter=F.Filter;var o=r(296);t.GroupFilter=o.GroupFilter;var a=r(297);t.IndexFilter=a.IndexFilter},\n function _(n,e,o){var t=n(113),l=n(294),i=n(121),r=n(167),a=n(110),s=n(109),g=function(n){function e(e){return n.call(this,e)||this}return t.__extends(e,n),e.init_BooleanFilter=function(){this.define({booleans:[i.Array,null]})},e.prototype.compute_indices=function(n){var e=this.booleans;return null!=e&&e.length>0?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<e;t++)this._angle[t]=this._end_angle[t]-this._start_angle[t]},e.prototype._render=function(t,e,i){for(var r=i.sx,s=i.sy,n=i._start_angle,a=i._angle,_=i.sinner_radius,h=i.souter_radius,o=this.model.properties.direction.value(),u=0,l=e;u<l.length;u++){var d=l[u];isNaN(r[d]+s[d]+_[d]+h[d]+n[d]+a[d])||(t.translate(r[d],s[d]),t.rotate(n[d]),t.moveTo(h[d],0),t.beginPath(),t.arc(0,0,h[d],0,a[d],o),t.rotate(a[d]),t.lineTo(_[d],0),t.arc(0,0,_[d],0,-a[d],!o),t.closePath(),t.rotate(-a[d]-n[d]),t.translate(-r[d],-s[d]),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,d),t.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,d),t.stroke()))}},e.prototype._hit_point=function(t){var e,i,r,s,n,_,o=t.sx,u=t.sy,l=this.renderer.xscale.invert(o),d=this.renderer.yscale.invert(u);if(\"data\"==this.model.properties.outer_radius.units)r=l-this.max_outer_radius,n=l+this.max_outer_radius,s=d-this.max_outer_radius,_=d+this.max_outer_radius;else{var c=o-this.max_outer_radius,p=o+this.max_outer_radius;r=(e=this.renderer.xscale.r_invert(c,p))[0],n=e[1];var x=u-this.max_outer_radius,g=u+this.max_outer_radius;s=(i=this.renderer.yscale.r_invert(x,g))[0],_=i[1]}for(var v=[],y=0,f=this.index.indices({x0:r,x1:n,y0:s,y1:_});y<f.length;y++){var m=f[y],w=Math.pow(this.souter_radius[m],2),A=Math.pow(this.sinner_radius[m],2),M=this.renderer.xscale.r_compute(l,this._x[m]),W=(c=M[0],p=M[1],this.renderer.yscale.r_compute(d,this._y[m]));x=W[0],g=W[1];(z=Math.pow(c-p,2)+Math.pow(x-g,2))<=w&&z>=A&&v.push([m,z])}for(var S=this.model.properties.direction.value(),D=[],V=0,b=v;V<b.length;V++){var k=b[V],z=(m=k[0],k[1]),G=Math.atan2(u-this.sy[m],o-this.sx[m]);h.angle_between(-G,-this._start_angle[m],-this._end_angle[m],S)&&D.push([m,z])}return a.create_hit_test_result_from_hits(D)},e.prototype.draw_legend_for_index=function(t,e,i){n.generic_area_legend(this.visuals,t,e,i)},e.prototype._scenterxy=function(t){var e=(this.sinner_radius[t]+this.souter_radius[t])/2,i=(this._start_angle[t]+this._end_angle[t])/2;return{x:this.sx[t]+e*Math.cos(i),y:this.sy[t]+e*Math.sin(i)}},e.prototype.scenterx=function(t){return this._scenterxy(t).x},e.prototype.scentery=function(t){return this._scenterxy(t).y},e}(s.XYGlyphView);i.AnnularWedgeView=o,o.__name__=\"AnnularWedgeView\";var u=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_AnnularWedge=function(){this.prototype.default_view=o,this.mixins([\"line\",\"fill\"]),this.define({direction:[_.Direction,\"anticlock\"],inner_radius:[_.DistanceSpec],outer_radius:[_.DistanceSpec],start_angle:[_.AngleSpec],end_angle:[_.AngleSpec]})},e}(s.XYGlyph);i.AnnularWedge=u,u.__name__=\"AnnularWedge\",u.init_AnnularWedge()},\n function _(i,r,t){var s=i(113),e=i(178),a=i(183),n=i(121),u=i(197),_=function(i){function r(){return null!==i&&i.apply(this,arguments)||this}return s.__extends(r,i),r.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},r.prototype._render=function(i,r,t){for(var s=t.sx,e=t.sy,a=t.sinner_radius,n=t.souter_radius,_=0,h=r;_<h.length;_++){var o=h[_];if(!isNaN(s[o]+e[o]+a[o]+n[o])){if(this.visuals.fill.doit){if(this.visuals.fill.set_vectorize(i,o),i.beginPath(),u.is_ie)for(var d=0,l=[!1,!0];d<l.length;d++){var c=l[d];i.arc(s[o],e[o],a[o],0,Math.PI,c),i.arc(s[o],e[o],n[o],Math.PI,0,!c)}else i.arc(s[o],e[o],a[o],0,2*Math.PI,!0),i.arc(s[o],e[o],n[o],2*Math.PI,0,!1);i.fill()}this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,o),i.beginPath(),i.arc(s[o],e[o],a[o],0,2*Math.PI),i.moveTo(s[o]+n[o],e[o]),i.arc(s[o],e[o],n[o],0,2*Math.PI),i.stroke())}}},r.prototype._hit_point=function(i){var r,t,s,e,n,u,_=i.sx,h=i.sy,o=this.renderer.xscale.invert(_),d=this.renderer.yscale.invert(h);if(\"data\"==this.model.properties.outer_radius.units)s=o-this.max_outer_radius,n=o+this.max_outer_radius,e=d-this.max_outer_radius,u=d+this.max_outer_radius;else{var l=_-this.max_outer_radius,c=_+this.max_outer_radius;s=(r=this.renderer.xscale.r_invert(l,c))[0],n=r[1];var p=h-this.max_outer_radius,x=h+this.max_outer_radius;e=(t=this.renderer.yscale.r_invert(p,x))[0],u=t[1]}for(var v=[],f=0,y=this.index.indices({x0:s,x1:n,y0:e,y1:u});f<y.length;f++){var m=y[f],w=Math.pow(this.souter_radius[m],2),M=Math.pow(this.sinner_radius[m],2),A=this.renderer.xscale.r_compute(o,this._x[m]),P=(l=A[0],c=A[1],this.renderer.yscale.r_compute(d,this._y[m])),g=(p=P[0],x=P[1],Math.pow(l-c,2)+Math.pow(p-x,2));g<=w&&g>=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;c<l.length;c++){var d=l[c];isNaN(n[d]+s[d]+r[d]+a[d]+_[d])||(i.beginPath(),i.arc(n[d],s[d],r[d],a[d],_[d],o),this.visuals.line.set_vectorize(i,d),i.stroke())}},e.prototype.draw_legend_for_index=function(i,e,t){r.generic_line_legend(this.visuals,i,e,t)},e}(s.XYGlyphView);t.ArcView=_,_.__name__=\"ArcView\";var o=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_Arc=function(){this.prototype.default_view=_,this.mixins([\"line\"]),this.define({direction:[a.Direction,\"anticlock\"],radius:[a.DistanceSpec],start_angle:[a.AngleSpec],end_angle:[a.AngleSpec]})},e}(s.XYGlyph);t.Arc=o,o.__name__=\"Arc\",o.init_Arc()},\n function _(t,i,e){var n=t(113),r=t(179),s=t(182),a=t(186);function h(t,i,e,n,r,s,a,h){for(var o=[],_=[[],[]],c=0;c<=2;c++){var y=void 0,p=void 0,u=void 0;if(0===c?(p=6*t-12*e+6*r,y=-3*t+9*e-9*r+3*a,u=3*e-3*t):(p=6*i-12*n+6*s,y=-3*i+9*n-9*s+3*h,u=3*n-3*i),Math.abs(y)<1e-12){if(Math.abs(p)<1e-12)continue;0<(M=-u/p)&&M<1&&o.push(M)}else{var l=p*p-4*u*y,x=Math.sqrt(l);if(!(l<0)){var v=(-p+x)/(2*y);0<v&&v<1&&o.push(v);var f=(-p-x)/(2*y);0<f&&f<1&&o.push(f)}}}for(var d=o.length,m=d;d--;){var M,w=1-(M=o[d]),z=w*w*w*t+3*w*w*M*e+3*w*M*M*r+M*M*M*a;_[0][d]=z;var g=w*w*w*i+3*w*w*M*n+3*w*M*M*s+M*M*M*h;_[1][d]=g}return _[0][m]=t,_[1][m]=i,_[0][m+1]=a,_[1][m+1]=h,[Math.min.apply(Math,_[0]),Math.max.apply(Math,_[1]),Math.max.apply(Math,_[0]),Math.min.apply(Math,_[1])]}var o=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._x0.length;i<e;i++)if(!isNaN(this._x0[i]+this._x1[i]+this._y0[i]+this._y1[i]+this._cx0[i]+this._cy0[i]+this._cx1[i]+this._cy1[i])){var n=h(this._x0[i],this._y0[i],this._x1[i],this._y1[i],this._cx0[i],this._cy0[i],this._cx1[i],this._cy1[i]),s=n[0],a=n[1],o=n[2],_=n[3];t.push({x0:s,y0:a,x1:o,y1:_,i:i})}return new r.SpatialIndex(t)},i.prototype._render=function(t,i,e){var n=e.sx0,r=e.sy0,s=e.sx1,a=e.sy1,h=e.scx0,o=e.scy0,_=e.scx1,c=e.scy1;if(this.visuals.line.doit)for(var y=0,p=i;y<p.length;y++){var u=p[y];isNaN(n[u]+r[u]+s[u]+a[u]+h[u]+o[u]+_[u]+c[u])||(t.beginPath(),t.moveTo(n[u],r[u]),t.bezierCurveTo(h[u],o[u],_[u],c[u],s[u],a[u]),this.visuals.line.set_vectorize(t,u),t.stroke())}},i.prototype.draw_legend_for_index=function(t,i,e){a.generic_line_legend(this.visuals,t,i,e)},i.prototype.scenterx=function(){throw new Error(\"not implemented\")},i.prototype.scentery=function(){throw new Error(\"not implemented\")},i}(s.GlyphView);e.BezierView=o,o.__name__=\"BezierView\";var _=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Bezier=function(){this.prototype.default_view=o,this.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"],[\"cx0\",\"cy0\"],[\"cx1\",\"cy1\"]]),this.mixins([\"line\"])},i}(s.Glyph);e.Bezier=_,_.__name__=\"Bezier\",_.init_Bezier()},\n function _(i,s,t){var e=i(113),r=i(178),a=i(183),n=i(121),h=i(110),d=i(114),_=function(i){function s(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(s,i),s.prototype._map_data=function(){if(null!=this._radius)if(\"data\"==this.model.properties.radius.spec.units)switch(this.model.properties.radius_dimension.spec.value){case\"x\":this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius);break;case\"y\":this.sradius=this.sdist(this.renderer.yscale,this._y,this._radius);break;case\"max\":var i=this.sdist(this.renderer.xscale,this._x,this._radius),s=this.sdist(this.renderer.yscale,this._y,this._radius);this.sradius=d.map(i,function(i,t){return Math.max(i,s[t])});break;case\"min\":i=this.sdist(this.renderer.xscale,this._x,this._radius);var t=this.sdist(this.renderer.yscale,this._y,this._radius);this.sradius=d.map(i,function(i,s){return Math.min(i,t[s])})}else this.sradius=this._radius,this.max_size=2*this.max_radius;else this.sradius=d.map(this._size,function(i){return i/2})},s.prototype._mask_data=function(){var i,s,t,e,r,a,n,h,d=this.renderer.plot_view.frame.bbox.ranges,_=d[0],u=d[1];if(null!=this._radius&&\"data\"==this.model.properties.radius.units){var l=_.start,o=_.end;r=(i=this.renderer.xscale.r_invert(l,o))[0],n=i[1],r-=this.max_radius,n+=this.max_radius;var c=u.start,x=u.end;a=(s=this.renderer.yscale.r_invert(c,x))[0],h=s[1],a-=this.max_radius,h+=this.max_radius}else{l=_.start-this.max_size,o=_.end+this.max_size;r=(t=this.renderer.xscale.r_invert(l,o))[0],n=t[1];c=u.start-this.max_size,x=u.end+this.max_size;a=(e=this.renderer.yscale.r_invert(c,x))[0],h=e[1]}return this.index.indices({x0:r,x1:n,y0:a,y1:h})},s.prototype._render=function(i,s,t){for(var e=t.sx,r=t.sy,a=t.sradius,n=0,h=s;n<h.length;n++){var d=h[n];isNaN(e[d]+r[d]+a[d])||(i.beginPath(),i.arc(e[d],r[d],a[d],0,2*Math.PI,!1),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(i,d),i.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(i,d),i.stroke()))}},s.prototype._hit_point=function(i){var s,t,e,r,n,h,d,_,u,l,o,c,x,p,y,m,v=i.sx,f=i.sy,z=this.renderer.xscale.invert(v),w=this.renderer.yscale.invert(f);null!=this._radius&&\"data\"==this.model.properties.radius.units?(x=z-this.max_radius,p=z+this.max_radius,y=w-this.max_radius,m=w+this.max_radius):(u=v-this.max_size,l=v+this.max_size,x=(s=this.renderer.xscale.r_invert(u,l))[0],p=s[1],x=(t=[Math.min(x,p),Math.max(x,p)])[0],p=t[1],o=f-this.max_size,c=f+this.max_size,y=(e=this.renderer.yscale.r_invert(o,c))[0],m=e[1],y=(r=[Math.min(y,m),Math.max(y,m)])[0],m=r[1]);var M=this.index.indices({x0:x,x1:p,y0:y,y1:m}),g=[];if(null!=this._radius&&\"data\"==this.model.properties.radius.units)for(var b=0,C=M;b<C.length;b++){var k=C[b];_=Math.pow(this.sradius[k],2),u=(n=this.renderer.xscale.r_compute(z,this._x[k]))[0],l=n[1],o=(h=this.renderer.yscale.r_compute(w,this._y[k]))[0],c=h[1],(d=Math.pow(u-l,2)+Math.pow(o-c,2))<=_&&g.push([k,d])}else for(var A=0,D=M;A<D.length;A++){k=D[A];_=Math.pow(this.sradius[k],2),(d=Math.pow(this.sx[k]-v,2)+Math.pow(this.sy[k]-f,2))<=_&&g.push([k,d])}return a.create_hit_test_result_from_hits(g)},s.prototype._hit_span=function(i){var s,t,e,r,n,h,d,_,u=i.sx,l=i.sy,o=this.bounds(),c=a.create_empty_hit_test_result();if(\"h\"==i.direction){var x=void 0,p=void 0;if(d=o.y0,_=o.y1,null!=this._radius&&\"data\"==this.model.properties.radius.units)x=u-this.max_radius,p=u+this.max_radius,n=(s=this.renderer.xscale.r_invert(x,p))[0],h=s[1];else x=u-(y=this.max_size/2),p=u+y,n=(t=this.renderer.xscale.r_invert(x,p))[0],h=t[1]}else{var y,m=void 0,v=void 0;if(n=o.x0,h=o.x1,null!=this._radius&&\"data\"==this.model.properties.radius.units)m=l-this.max_radius,v=l+this.max_radius,d=(e=this.renderer.yscale.r_invert(m,v))[0],_=e[1];else m=l-(y=this.max_size/2),v=l+y,d=(r=this.renderer.yscale.r_invert(m,v))[0],_=r[1]}var f=this.index.indices({x0:n,x1:h,y0:d,y1:_});return c.indices=f,c},s.prototype._hit_rect=function(i){var s=i.sx0,t=i.sx1,e=i.sy0,r=i.sy1,n=this.renderer.xscale.r_invert(s,t),h=n[0],d=n[1],_=this.renderer.yscale.r_invert(e,r),u=_[0],l=_[1],o=a.create_empty_hit_test_result();return o.indices=this.index.indices({x0:h,x1:d,y0:u,y1:l}),o},s.prototype._hit_poly=function(i){for(var s=i.sx,t=i.sy,e=h.range(0,this.sx.length),r=[],n=0,d=e.length;n<d;n++){var _=e[n];a.point_in_poly(this.sx[n],this.sy[n],s,t)&&r.push(_)}var u=a.create_empty_hit_test_result();return u.indices=r,u},s.prototype.draw_legend_for_index=function(i,s,t){var e=s.x0,r=s.y0,a=s.x1,n=s.y1,h=t+1,d=new Array(h);d[t]=(e+a)/2;var _=new Array(h);_[t]=(r+n)/2;var u=new Array(h);u[t]=.2*Math.min(Math.abs(a-e),Math.abs(n-r)),this._render(i,[t],{sx:d,sy:_,sradius:u})},s}(r.XYGlyphView);t.CircleView=_,_.__name__=\"CircleView\";var u=function(i){function s(s){return i.call(this,s)||this}return e.__extends(s,i),s.init_Circle=function(){this.prototype.default_view=_,this.mixins([\"line\",\"fill\"]),this.define({angle:[n.AngleSpec,0],size:[n.DistanceSpec,{units:\"screen\",value:4}],radius:[n.DistanceSpec],radius_dimension:[n.RadiusDimension,\"x\"]})},s.prototype.initialize=function(){i.prototype.initialize.call(this),this.properties.radius.optional=!0},s}(r.XYGlyph);t.Circle=u,u.__name__=\"Circle\",u.init_Circle()},\n function _(e,t,n){var i=e(113),a=e(178),l=e(121),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t}(a.XYGlyphView);n.CenterRotatableView=r,r.__name__=\"CenterRotatableView\";var _=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_CenterRotatable=function(){this.mixins([\"line\",\"fill\"]),this.define({angle:[l.AngleSpec,0],width:[l.DistanceSpec],height:[l.DistanceSpec]})},t}(a.XYGlyph);n.CenterRotatable=_,_.__name__=\"CenterRotatable\",_.init_CenterRotatable()},\n function _(i,e,l){var n=i(113),t=i(310),_=function(i){function e(){return null!==i&&i.apply(this,arguments)||this}return n.__extends(e,i),e}(t.EllipseOvalView);l.EllipseView=_,_.__name__=\"EllipseView\";var s=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_Ellipse=function(){this.prototype.default_view=_},e}(t.EllipseOval);l.Ellipse=s,s.__name__=\"Ellipse\",s.init_Ellipse()},\n function _(t,i,e){var s=t(113),h=t(308),r=t(183),a=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype._set_data=function(){this.max_w2=0,\"data\"==this.model.properties.width.units&&(this.max_w2=this.max_width/2),this.max_h2=0,\"data\"==this.model.properties.height.units&&(this.max_h2=this.max_height/2)},i.prototype._map_data=function(){\"data\"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this._width,\"center\"):this.sw=this._width,\"data\"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"):this.sh=this._height},i.prototype._render=function(t,i,e){for(var s=e.sx,h=e.sy,r=e.sw,a=e.sh,n=e._angle,_=0,l=i;_<l.length;_++){var o=l[_];isNaN(s[o]+h[o]+r[o]+a[o]+n[o])||(t.beginPath(),t.ellipse(s[o],h[o],r[o]/2,a[o]/2,n[o],0,2*Math.PI),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,o),t.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,o),t.stroke()))}},i.prototype._hit_point=function(t){var i,e,s,h,a,n,_,l,o,d,p,x,u,m=t.sx,w=t.sy,y=this.renderer.xscale.invert(m),c=this.renderer.yscale.invert(w);\"data\"==this.model.properties.width.units?(a=y-this.max_width,n=y+this.max_width):(d=m-this.max_width,p=m+this.max_width,a=(i=this.renderer.xscale.r_invert(d,p))[0],n=i[1]),\"data\"==this.model.properties.height.units?(_=c-this.max_height,l=c+this.max_height):(x=w-this.max_height,u=w+this.max_height,_=(e=this.renderer.yscale.r_invert(x,u))[0],l=e[1]);for(var v=[],f=0,g=this.index.indices({x0:a,x1:n,y0:_,y1:l});f<g.length;f++){var b=g[f];r.point_in_ellipse(m,w,this._angle[b],this.sh[b]/2,this.sw[b]/2,this.sx[b],this.sy[b])&&(d=(s=this.renderer.xscale.r_compute(y,this._x[b]))[0],p=s[1],x=(h=this.renderer.yscale.r_compute(c,this._y[b]))[0],u=h[1],o=Math.pow(d-p,2)+Math.pow(x-u,2),v.push([b,o]))}return r.create_hit_test_result_from_hits(v)},i.prototype.draw_legend_for_index=function(t,i,e){var s=i.x0,h=i.y0,r=i.x1,a=i.y1,n=e+1,_=new Array(n);_[e]=(s+r)/2;var l=new Array(n);l[e]=(h+a)/2;var o=this.sw[e]/this.sh[e],d=.8*Math.min(Math.abs(r-s),Math.abs(a-h)),p=new Array(n),x=new Array(n);o>1?(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;i<t;i++)this.stop[i]=this.sy[i]-this.sh[i]/2,this.sbottom[i]=this.sy[i]+this.sh[i]/2;this._clamp_viewport()},i}(h.BoxView);e.HBarView=n,n.__name__=\"HBarView\";var o=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i.init_HBar=function(){this.prototype.default_view=n,this.coords([[\"left\",\"y\"]]),this.define({height:[r.NumberSpec],right:[r.CoordinateSpec]}),this.override({left:0})},i}(h.Box);e.HBar=o,o.__name__=\"HBar\",o.init_HBar()},\n function _(t,e,r){var i=t(113),n=t(179),s=t(182),o=t(186),a=t(183),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.get_anchor_point=function(t,e,r){var i=Math.min(this.sleft[e],this.sright[e]),n=Math.max(this.sright[e],this.sleft[e]),s=Math.min(this.stop[e],this.sbottom[e]),o=Math.max(this.sbottom[e],this.stop[e]);switch(t){case\"top_left\":return{x:i,y:s};case\"top_center\":return{x:(i+n)/2,y:s};case\"top_right\":return{x:n,y:s};case\"bottom_left\":return{x:i,y:o};case\"bottom_center\":return{x:(i+n)/2,y:o};case\"bottom_right\":return{x:n,y:o};case\"center_left\":return{x:i,y:(s+o)/2};case\"center\":return{x:(i+n)/2,y:(s+o)/2};case\"center_right\":return{x:n,y:(s+o)/2};default:return null}},e.prototype._index_box=function(t){for(var e=[],r=0;r<t;r++){var i=this._lrtb(r),s=i[0],o=i[1],a=i[2],h=i[3];!isNaN(s+o+a+h)&&isFinite(s+o+a+h)&&e.push({x0:Math.min(s,o),y0:Math.min(a,h),x1:Math.max(o,s),y1:Math.max(a,h),i:r})}return new n.SpatialIndex(e)},e.prototype._render=function(t,e,r){for(var i=this,n=r.sleft,s=r.sright,o=r.stop,a=r.sbottom,h=function(e){if(isNaN(n[e]+o[e]+s[e]+a[e]))return\"continue\";t.rect(n[e],o[e],s[e]-n[e],a[e]-o[e]),_.visuals.fill.doit&&(_.visuals.fill.set_vectorize(t,e),t.beginPath(),t.rect(n[e],o[e],s[e]-n[e],a[e]-o[e]),t.fill()),_.visuals.hatch.doit2(t,e,function(){t.beginPath(),t.rect(n[e],o[e],s[e]-n[e],a[e]-o[e]),t.fill()},function(){return i.renderer.request_render()}),_.visuals.line.doit&&(_.visuals.line.set_vectorize(t,e),t.beginPath(),t.rect(n[e],o[e],s[e]-n[e],a[e]-o[e]),t.stroke())},_=this,c=0,l=e;c<l.length;c++){h(l[c])}},e.prototype._clamp_viewport=function(){for(var t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,r=this.stop.length,i=0;i<r;i++)this.stop[i]=Math.max(this.stop[i],e.start),this.sbottom[i]=Math.min(this.sbottom[i],e.end),this.sleft[i]=Math.max(this.sleft[i],t.start),this.sright[i]=Math.min(this.sright[i],t.end)},e.prototype._hit_rect=function(t){return this._hit_rect_against_index(t)},e.prototype._hit_point=function(t){var e=t.sx,r=t.sy,i=this.renderer.xscale.invert(e),n=this.renderer.yscale.invert(r),s=this.index.indices({x0:i,y0:n,x1:i,y1:n}),o=a.create_empty_hit_test_result();return o.indices=s,o},e.prototype._hit_span=function(t){var e,r=t.sx,i=t.sy;if(\"v\"==t.direction){var n=this.renderer.yscale.invert(i),s=this.renderer.plot_view.frame.bbox.h_range,o=this.renderer.xscale.r_invert(s.start,s.end),h=o[0],_=o[1];e=this.index.indices({x0:h,y0:n,x1:_,y1:n})}else{var c=this.renderer.xscale.invert(r),l=this.renderer.plot_view.frame.bbox.v_range,u=this.renderer.yscale.r_invert(l.start,l.end),x=u[0],p=u[1];e=this.index.indices({x0:c,y0:x,x1:c,y1:p})}var f=a.create_empty_hit_test_result();return f.indices=e,f},e.prototype.draw_legend_for_index=function(t,e,r){o.generic_area_legend(this.visuals,t,e,r)},e}(s.GlyphView);r.BoxView=h,h.__name__=\"BoxView\";var _=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Box=function(){this.mixins([\"line\",\"fill\",\"hatch\"])},e}(s.Glyph);r.Box=_,_.__name__=\"Box\",_.init_Box()},\n function _(e,t,i){var s=e(113),r=e(182),n=e(183),a=e(121),o=e(179),h=e(186),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype.scenterx=function(e){return this.sx[e]},t.prototype.scentery=function(e){return this.sy[e]},t.prototype._set_data=function(){var e=this._q.length,t=this.model.size,i=this.model.aspect_scale;if(this._x=new Float64Array(e),this._y=new Float64Array(e),\"pointytop\"==this.model.orientation)for(var s=0;s<e;s++)this._x[s]=t*Math.sqrt(3)*(this._q[s]+this._r[s]/2)/i,this._y[s]=3*-t/2*this._r[s];else for(s=0;s<e;s++)this._x[s]=3*t/2*this._q[s],this._y[s]=-t*Math.sqrt(3)*(this._r[s]+this._q[s]/2)*i},t.prototype._index_data=function(){var e,t=this.model.size,i=Math.sqrt(3)*t/2;\"flattop\"==this.model.orientation?(i=(e=[t,i])[0],t=e[1],t*=this.model.aspect_scale):i/=this.model.aspect_scale;for(var s=[],r=0;r<this._x.length;r++){var n=this._x[r],a=this._y[r];!isNaN(n+a)&&isFinite(n+a)&&s.push({x0:n-i,y0:a-t,x1:n+i,y1:a+t,i:r})}return new o.SpatialIndex(s)},t.prototype.map_data=function(){var e,t;e=this.map_to_screen(this._x,this._y),this.sx=e[0],this.sy=e[1],t=this._get_unscaled_vertices(),this.svx=t[0],this.svy=t[1]},t.prototype._get_unscaled_vertices=function(){var e=this.model.size,t=this.model.aspect_scale;if(\"pointytop\"==this.model.orientation){var i=this.renderer.yscale,s=this.renderer.xscale,r=Math.abs(i.compute(0)-i.compute(e));return[[0,-(n=Math.sqrt(3)/2*Math.abs(s.compute(0)-s.compute(e))/t),-n,0,n,n],[r,a=r/2,-a,-r,-a,a]]}var n,a;i=this.renderer.xscale,s=this.renderer.yscale;return[[r=Math.abs(i.compute(0)-i.compute(e)),a=r/2,-a,-r,-a,a],[0,-(n=Math.sqrt(3)/2*Math.abs(s.compute(0)-s.compute(e))*t),-n,0,n,n]]},t.prototype._render=function(e,t,i){for(var s=i.sx,r=i.sy,n=i.svx,a=i.svy,o=i._scale,h=0,_=t;h<_.length;h++){var l=_[h];if(!isNaN(s[l]+r[l]+o[l])){e.translate(s[l],r[l]),e.beginPath();for(var c=0;c<6;c++)e.lineTo(n[c]*o[l],a[c]*o[l]);e.closePath(),e.translate(-s[l],-r[l]),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,l),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,l),e.stroke())}}},t.prototype._hit_point=function(e){for(var t=e.sx,i=e.sy,s=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(i),a=[],o=0,h=this.index.indices({x0:s,y0:r,x1:s,y1:r});o<h.length;o++){var _=h[o];n.point_in_poly(t-this.sx[_],i-this.sy[_],this.svx,this.svy)&&a.push(_)}var l=n.create_empty_hit_test_result();return l.indices=a,l},t.prototype._hit_span=function(e){var t,i=e.sx,s=e.sy;if(\"v\"==e.direction){var r=this.renderer.yscale.invert(s),a=this.renderer.plot_view.frame.bbox.h_range,o=this.renderer.xscale.r_invert(a.start,a.end),h=o[0],_=o[1];t=this.index.indices({x0:h,y0:r,x1:_,y1:r})}else{var l=this.renderer.xscale.invert(i),c=this.renderer.plot_view.frame.bbox.v_range,p=this.renderer.yscale.r_invert(c.start,c.end),d=p[0],y=p[1];t=this.index.indices({x0:l,y0:d,x1:l,y1:y})}var u=n.create_empty_hit_test_result();return u.indices=t,u},t.prototype._hit_rect=function(e){var t=e.sx0,i=e.sx1,s=e.sy0,r=e.sy1,a=this.renderer.xscale.r_invert(t,i),o=a[0],h=a[1],_=this.renderer.yscale.r_invert(s,r),l=_[0],c=_[1],p=n.create_empty_hit_test_result();return p.indices=this.index.indices({x0:o,x1:h,y0:l,y1:c}),p},t.prototype.draw_legend_for_index=function(e,t,i){h.generic_area_legend(this.visuals,e,t,i)},t}(r.GlyphView);i.HexTileView=_,_.__name__=\"HexTileView\";var l=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_HexTile=function(){this.prototype.default_view=_,this.coords([[\"r\",\"q\"]]),this.mixins([\"line\",\"fill\"]),this.define({size:[a.Number,1],aspect_scale:[a.Number,1],scale:[a.NumberSpec,1],orientation:[a.HexTileOrientation,\"pointytop\"]}),this.override({line_color:null})},t}(r.Glyph);i.HexTile=l,l.__name__=\"HexTile\",l.init_HexTile()},\n function _(e,t,a){var i=e(113),n=e(315),r=e(210),_=e(121),s=e(110),o=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){var t=this;e.prototype.initialize.call(this),this.connect(this.model.color_mapper.change,function(){return t._update_image()}),this.connect(this.model.properties.global_alpha.change,function(){return t.renderer.request_render()})},t.prototype._update_image=function(){null!=this.image_data&&(this._set_data(),this.renderer.plot_view.request_render())},t.prototype._set_data=function(){this._set_width_heigh_data();for(var e=this.model.color_mapper.rgba_mapper,t=0,a=this._image.length;t<a;t++){var i=void 0;if(null!=this._image_shape&&this._image_shape[t].length>0){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;h<l.length;h++){var g=l[h];if(null!=i[g]&&!isNaN(n[g]+r[g]+_[g]+s[g])){var m=r[g];e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(i[g],0|n[g],0|r[g],_[g],s[g]),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}}e.setImageSmoothingEnabled(o)},t}(n.ImageBaseView);a.ImageView=o,o.__name__=\"ImageView\";var h=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Image=function(){this.prototype.default_view=o,this.define({color_mapper:[_.Instance,function(){return new r.LinearColorMapper({palette:[\"#000000\",\"#252525\",\"#525252\",\"#737373\",\"#969696\",\"#bdbdbd\",\"#d9d9d9\",\"#f0f0f0\",\"#ffffff\"]})}]})},t}(n.ImageBase);a.Image=h,h.__name__=\"Image\",h.init_Image()},\n function _(e,t,i){var s=e(113),h=e(178),a=e(121),r=e(183),n=e(179),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype._render=function(e,t,i){},t.prototype._index_data=function(){for(var e=[],t=0,i=this._x.length;t<i;t++){var s=this._lrtb(t),h=s[0],a=s[1],r=s[2],_=s[3];!isNaN(h+a+r+_)&&isFinite(h+a+r+_)&&e.push({x0:h,y0:_,x1:a,y1:r,i:t})}return new n.SpatialIndex(e)},t.prototype._lrtb=function(e){var t=this.renderer.xscale.source_range,i=this._x[e],s=t.is_reversed?i-this._dw[e]:i+this._dw[e],h=this.renderer.yscale.source_range,a=this._y[e],r=h.is_reversed?a-this._dh[e]:a+this._dh[e],n=i<s?[i,s]:[s,i],_=a<r?[a,r]:[r,a];return[n[0],n[1],_[1],_[0]]},t.prototype._set_width_heigh_data=function(){null!=this.image_data&&this.image_data.length==this._image.length||(this.image_data=new Array(this._image.length)),null!=this._width&&this._width.length==this._image.length||(this._width=new Array(this._image.length)),null!=this._height&&this._height.length==this._image.length||(this._height=new Array(this._image.length))},t.prototype._get_or_create_canvas=function(e){var t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;var i=document.createElement(\"canvas\");return i.width=this._width[e],i.height=this._height[e],i},t.prototype._set_image_data_from_buffer=function(e,t){var i=this._get_or_create_canvas(e),s=i.getContext(\"2d\"),h=s.getImageData(0,0,this._width[e],this._height[e]);h.data.set(t),s.putImageData(h,0,0),this.image_data[e]=i},t.prototype._map_data=function(){switch(this.model.properties.dw.units){case\"data\":this.sw=this.sdist(this.renderer.xscale,this._x,this._dw,\"edge\",this.model.dilate);break;case\"screen\":this.sw=this._dw}switch(this.model.properties.dh.units){case\"data\":this.sh=this.sdist(this.renderer.yscale,this._y,this._dh,\"edge\",this.model.dilate);break;case\"screen\":this.sh=this._dh}},t.prototype._image_index=function(e,t,i){var s=this._lrtb(e),h=s[0],a=s[1],r=s[2],n=s[3],_=this._width[e],d=this._height[e],o=(a-h)/_,g=(r-n)/d,l=Math.floor((t-h)/o),c=Math.floor((i-n)/g);return this.renderer.xscale.source_range.is_reversed&&(l=_-l-1),this.renderer.yscale.source_range.is_reversed&&(c=d-c-1),{index:e,dim1:l,dim2:c,flat_index:c*_+l}},t.prototype._hit_point=function(e){var t=e.sx,i=e.sy,s=this.renderer.xscale.invert(t),h=this.renderer.yscale.invert(i),a=this.index.indices({x0:s,x1:s,y0:h,y1:h}),n=r.create_empty_hit_test_result();n.image_indices=[];for(var _=0,d=a;_<d.length;_++){var o=d[_];t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(o,s,h))}return n},t}(h.XYGlyphView);i.ImageBaseView=_,_.__name__=\"ImageBaseView\";var d=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_ImageBase=function(){this.prototype.default_view=_,this.define({image:[a.NumberSpec],dw:[a.DistanceSpec],dh:[a.DistanceSpec],dilate:[a.Boolean,!1],global_alpha:[a.Number,1]})},t}(h.XYGlyph);i.ImageBase=d,d.__name__=\"ImageBase\",d.init_ImageBase()},\n function _(e,t,a){var i=e(113),n=e(315),r=e(110),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){var t=this;e.prototype.initialize.call(this),this.connect(this.model.properties.global_alpha.change,function(){return t.renderer.request_render()})},t.prototype._set_data=function(e){this._set_width_heigh_data();for(var t=0,a=this._image.length;t<a;t++)if(!(null!=e&&e.indexOf(t)<0)){var i=void 0;if(null!=this._image_shape&&this._image_shape[t].length>0){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;l<o;l++)_[l]=s[l];this._height[t]=h.length,this._width[t]=h[0].length}var g=new Uint8Array(i);this._set_image_data_from_buffer(t,g)}},t.prototype._render=function(e,t,a){var i=a.image_data,n=a.sx,r=a.sy,h=a.sw,s=a.sh,_=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1),e.globalAlpha=this.model.global_alpha;for(var l=0,o=t;l<o.length;l++){var g=o[l];if(!isNaN(n[g]+r[g]+h[g]+s[g])){var m=r[g];e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(i[g],0|n[g],0|r[g],h[g],s[g]),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}}e.setImageSmoothingEnabled(_)},t}(n.ImageBaseView);a.ImageRGBAView=h,h.__name__=\"ImageRGBAView\";var s=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_ImageRGBA=function(){this.prototype.default_view=h},t}(n.ImageBase);a.ImageRGBA=s,s.__name__=\"ImageRGBA\",s.init_ImageRGBA()},\n function _(e,t,r){var i=e(113),n=e(178),a=e(121),s=e(114),o=e(179),h=e(318),_=function(e){function t(){var t=e.apply(this,arguments)||this;return t._images_rendered=!1,t}return i.__extends(t,e),t.prototype.initialize=function(){var t=this;e.prototype.initialize.call(this),this.connect(this.model.properties.global_alpha.change,function(){return t.renderer.request_render()})},t.prototype._index_data=function(){return new o.SpatialIndex([])},t.prototype._set_data=function(){var e=this;null!=this.image&&this.image.length==this._url.length||(this.image=s.map(this._url,function(){return null}));for(var t=this.model,r=t.retry_attempts,i=t.retry_timeout,n=function(t,n){var s=a._url[t];if(null==s||\"\"==s)return\"continue\";new h.ImageLoader(s,{loaded:function(r){e.image[t]=r,e.renderer.request_render()},attempts:r+1,timeout:i})},a=this,o=0,_=this._url.length;o<_;o++)n(o);var l=\"data\"==this.model.properties.w.units,u=\"data\"==this.model.properties.h.units,c=this._x.length,d=new Array(l?2*c:c),p=new Array(u?2*c:c);for(o=0;o<c;o++)d[o]=this._x[o],p[o]=this._y[o];if(l)for(o=0;o<c;o++)d[c+o]=this._x[o]+this._w[o];if(u)for(o=0;o<c;o++)p[c+o]=this._y[o]+this._h[o];var m=s.min(d),f=s.max(d),g=s.min(p),y=s.max(p);this._bounds_rect={x0:m,x1:f,y0:g,y1:y}},t.prototype.has_finished=function(){return e.prototype.has_finished.call(this)&&1==this._images_rendered},t.prototype._map_data=function(){var e=null!=this.model.w?this._w:s.map(this._x,function(){return NaN}),t=null!=this.model.h?this._h:s.map(this._x,function(){return NaN});switch(this.model.properties.w.units){case\"data\":this.sw=this.sdist(this.renderer.xscale,this._x,e,\"edge\",this.model.dilate);break;case\"screen\":this.sw=e}switch(this.model.properties.h.units){case\"data\":this.sh=this.sdist(this.renderer.yscale,this._y,t,\"edge\",this.model.dilate);break;case\"screen\":this.sh=t}},t.prototype._render=function(e,t,r){var i=r.image,n=r.sx,a=r.sy,s=r.sw,o=r.sh,h=r._angle,_=this.renderer.plot_view.frame;e.rect(_._left.value+1,_._top.value+1,_._width.value-2,_._height.value-2),e.clip();for(var l=!0,u=0,c=t;u<c.length;u++){var d=c[u];if(!isNaN(n[d]+a[d]+h[d])){var p=i[d];null!=p?this._render_image(e,d,p,n,a,s,o,h):l=!1}}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())},t.prototype._final_sx_sy=function(e,t,r,i,n){switch(e){case\"top_left\":return[t,r];case\"top_center\":return[t-i/2,r];case\"top_right\":return[t-i,r];case\"center_right\":return[t-i,r-n/2];case\"bottom_right\":return[t-i,r-n];case\"bottom_center\":return[t-i/2,r-n];case\"bottom_left\":return[t,r-n];case\"center_left\":return[t,r-n/2];case\"center\":return[t-i/2,r-n/2]}},t.prototype._render_image=function(e,t,r,i,n,a,s,o){isNaN(a[t])&&(a[t]=r.width),isNaN(s[t])&&(s[t]=r.height);var h=this.model.anchor,_=this._final_sx_sy(h,i[t],n[t],a[t],s[t]),l=_[0],u=_[1];e.save(),e.globalAlpha=this.model.global_alpha,o[t]?(e.translate(l,u),e.rotate(o[t]),e.drawImage(r,0,0,a[t],s[t]),e.rotate(-o[t]),e.translate(-l,-u)):e.drawImage(r,l,u,a[t],s[t]),e.restore()},t.prototype.bounds=function(){return this._bounds_rect},t}(n.XYGlyphView);r.ImageURLView=_,_.__name__=\"ImageURLView\";var l=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_ImageURL=function(){this.prototype.default_view=_,this.define({url:[a.StringSpec],anchor:[a.Anchor,\"top_left\"],global_alpha:[a.Number,1],angle:[a.AngleSpec,0],w:[a.DistanceSpec],h:[a.DistanceSpec],dilate:[a.Boolean,!1],retry_attempts:[a.Number,0],retry_timeout:[a.Number,0]})},t}(n.XYGlyph);r.ImageURL=l,l.__name__=\"ImageURL\",l.init_ImageURL()},\n function _(e,i,n){var o=e(167),t=function(){function e(e,i){var n=this;void 0===i&&(i={}),this._image=new Image,this._finished=!1;var t=i.attempts,r=void 0===t?1:t,a=i.timeout,g=void 0===a?1:a;this.promise=new Promise(function(t,a){n._image.crossOrigin=\"anonymous\";var m=0;n._image.onerror=function(){if(++m==r){var t=\"unable to load \"+e+\" image after \"+r+\" attempts\";o.logger.warn(t),null!=n._image.crossOrigin?(o.logger.warn(\"attempting to load \"+e+\" without a cross origin policy\"),n._image.crossOrigin=null,m=0):null!=i.failed&&i.failed()}setTimeout(function(){return n._image.src=e},g)},n._image.onload=function(){n._finished=!0,null!=i.loaded&&i.loaded(n._image),t(n._image)},n._image.src=e})}return Object.defineProperty(e.prototype,\"finished\",{get:function(){return this._finished},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"image\",{get:function(){return this._image},enumerable:!0,configurable:!0}),e}();n.ImageLoader=t,t.__name__=\"ImageLoader\"},\n function _(t,e,i){var n=t(113),s=t(179),r=t(183),o=t(125),h=t(110),_=t(109),l=t(182),a=t(186),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._xs.length;e<i;e++)if(null!=this._xs[e]&&0!==this._xs[e].length){for(var n=this._xs[e],r=[],o=0,l=n.length;o<l;o++){var a=n[o];_.isStrictNaN(a)||r.push(a)}var u=this._ys[e],p=[];for(o=0,l=u.length;o<l;o++){var c=u[o];_.isStrictNaN(c)||p.push(c)}var y=[h.min(r),h.max(r)],x=y[0],f=y[1],v=[h.min(p),h.max(p)],d=v[0],m=v[1];t.push({x0:x,y0:d,x1:f,y1:m,i:e})}return new s.SpatialIndex(t)},e.prototype._render=function(t,e,i){for(var n=i.sxs,s=i.sys,r=0,o=e;r<o.length;r++){var h=o[r],_=[n[h],s[h]],l=_[0],a=_[1];this.visuals.line.set_vectorize(t,h);for(var u=0,p=l.length;u<p;u++)0!=u?isNaN(l[u])||isNaN(a[u])?(t.stroke(),t.beginPath()):t.lineTo(l[u],a[u]):(t.beginPath(),t.moveTo(l[u],a[u]));t.stroke()}},e.prototype._hit_point=function(t){for(var e=r.create_empty_hit_test_result(),i={x:t.sx,y:t.sy},n=9999,s={},h=0,_=this.sxs.length;h<_;h++){for(var l=Math.max(2,this.visuals.line.cache_select(\"line_width\",h)/2),a=null,u=0,p=this.sxs[h].length-1;u<p;u++){var c={x:this.sxs[h][u],y:this.sys[h][u]},y={x:this.sxs[h][u+1],y:this.sys[h][u+1]},x=r.dist_to_segment(i,c,y);x<l&&x<n&&(n=x,a=[u])}a&&(s[h]=a)}return e.indices=o.keys(s).map(function(t){return parseInt(t,10)}),e.multiline_indices=s,e},e.prototype._hit_span=function(t){var e,i,n=t.sx,s=t.sy,h=r.create_empty_hit_test_result();\"v\"===t.direction?(e=this.renderer.yscale.invert(s),i=this._ys):(e=this.renderer.xscale.invert(n),i=this._xs);for(var _={},l=0,a=i.length;l<a;l++){for(var u=[],p=0,c=i[l].length-1;p<c;p++)i[l][p]<=e&&e<=i[l][p+1]&&u.push(p);u.length>0&&(_[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;i<e;i++)for(var n=0,s=this._xs[i].length;n<s;n++){var o=this._xs[i][n][0],a=this._ys[i][n][0];0!=o.length&&t.push({x0:h.min(o),y0:h.min(a),x1:h.max(o),y1:h.max(a),i:i})}return this.hole_index=this._index_hole_data(),new r.SpatialIndex(t)},i.prototype._index_hole_data=function(){for(var t=[],i=0,e=this._xs.length;i<e;i++)for(var n=0,s=this._xs[i].length;n<s;n++)if(this._xs[i][n].length>1)for(var o=1,a=this._xs[i][n].length;o<a;o++){var l=this._xs[i][n][o],_=this._ys[i][n][o];0!=l.length&&t.push({x0:h.min(l),y0:h.min(_),x1:h.max(l),y1:h.max(_),i:i})}return new r.SpatialIndex(t)},i.prototype._mask_data=function(){var t=this.renderer.plot_view.frame.x_ranges.default,i=[t.min,t.max],e=i[0],n=i[1],r=this.renderer.plot_view.frame.y_ranges.default,s=[r.min,r.max],o=s[0],h=s[1];return this.index.indices({x0:e,x1:n,y0:o,y1:h}).sort(function(t,i){return t-i}).filter(function(t,i,e){return 0===i||t!==e[i-1]})},i.prototype._inner_loop=function(t,i,e){t.beginPath();for(var n=0,r=i.length;n<r;n++)for(var s=0,o=i[n].length;s<o;s++){for(var h=i[n][s],a=e[n][s],l=0,_=h.length;l<_;l++)0!=l?t.lineTo(h[l],a[l]):t.moveTo(h[l],a[l]);t.closePath()}},i.prototype._render=function(t,i,e){var n=this,r=e.sxs,s=e.sys;if(this.visuals.fill.doit||this.visuals.line.doit)for(var o=function(i){var e=[r[i],s[i]],o=e[0],a=e[1];h.visuals.fill.doit&&(h.visuals.fill.set_vectorize(t,i),h._inner_loop(t,o,a),t.fill(\"evenodd\")),h.visuals.hatch.doit2(t,i,function(){n._inner_loop(t,o,a),t.fill(\"evenodd\")},function(){return n.renderer.request_render()}),h.visuals.line.doit&&(h.visuals.line.set_vectorize(t,i),h._inner_loop(t,o,a),t.stroke())},h=this,a=0,l=i;a<l.length;a++){o(l[a])}},i.prototype._hit_point=function(t){for(var i=t.sx,e=t.sy,n=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),s=this.index.indices({x0:n,y0:r,x1:n,y1:r}),o=this.hole_index.indices({x0:n,y0:r,x1:n,y1:r}),h=[],a=0,_=s.length;a<_;a++)for(var u=s[a],f=this.sxs[u],p=this.sys[u],y=0,d=f.length;y<d;y++){var v=f[y].length;if(l.point_in_poly(i,e,f[y][0],p[y][0]))if(1==v)h.push(u);else if(-1==o.indexOf(u))h.push(u);else if(v>1){for(var c=!1,x=1;x<v;x++){var g=f[y][x],m=p[y][x];if(l.point_in_poly(i,e,g,m)){c=!0;break}}c||h.push(u)}}var w=l.create_empty_hit_test_result();return w.indices=h,w},i.prototype._get_snap_coord=function(t){return a.sum(t)/t.length},i.prototype.scenterx=function(t,i,e){if(1==this.sxs[t].length)return this._get_snap_coord(this.sxs[t][0][0]);for(var n=this.sxs[t],r=this.sys[t],s=0,o=n.length;s<o;s++)if(l.point_in_poly(i,e,n[s][0],r[s][0]))return this._get_snap_coord(n[s][0]);throw new Error(\"unreachable code\")},i.prototype.scentery=function(t,i,e){if(1==this.sys[t].length)return this._get_snap_coord(this.sys[t][0][0]);for(var n=this.sxs[t],r=this.sys[t],s=0,o=n.length;s<o;s++)if(l.point_in_poly(i,e,n[s][0],r[s][0]))return this._get_snap_coord(r[s][0]);throw new Error(\"unreachable code\")},i.prototype.map_data=function(){for(var t=0,i=this.model._coords;t<i.length;t++){var e=i[t],n=e[0],r=e[1],s=\"s\"+n,o=\"s\"+r;if(r=\"_\"+r,null!=this[n=\"_\"+n]&&(_.isArray(this[n][0])||_.isTypedArray(this[n][0]))){var h=this[n].length;this[s]=new Array(h),this[o]=new Array(h);for(var a=0;a<h;a++){var l=this[n][a].length;this[s][a]=new Array(l),this[o][a]=new Array(l);for(var u=0;u<l;u++){var f=this[n][a][u].length;this[s][a][u]=new Array(f),this[o][a][u]=new Array(f);for(var p=0;p<f;p++){var y=this.map_to_screen(this[n][a][u][p],this[r][a][u][p]),d=y[0],v=y[1];this[s][a][u][p]=d,this[o][a][u][p]=v}}}}}},i.prototype.draw_legend_for_index=function(t,i,e){o.generic_area_legend(this.visuals,t,i,e)},i}(s.GlyphView);e.MultiPolygonsView=u,u.__name__=\"MultiPolygonsView\";var f=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_MultiPolygons=function(){this.prototype.default_view=u,this.coords([[\"xs\",\"ys\"]]),this.mixins([\"line\",\"fill\",\"hatch\"])},i}(s.Glyph);e.MultiPolygons=f,f.__name__=\"MultiPolygons\",f.init_MultiPolygons()},\n function _(t,i,e){var s=t(113),h=t(310),n=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype._map_data=function(){var t,i=this._x.length;this.sw=new Float64Array(i),t=\"data\"==this.model.properties.width.units?this.sdist(this.renderer.xscale,this._x,this._width,\"center\"):this._width;for(var e=0;e<i;e++)this.sw[e]=.75*t[e];\"data\"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"):this.sh=this._height},i}(h.EllipseOvalView);e.OvalView=n,n.__name__=\"OvalView\";var r=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i.init_Oval=function(){this.prototype.default_view=n},i}(h.EllipseOval);e.Oval=r,r.__name__=\"Oval\",r.init_Oval()},\n function _(t,e,i){var n=t(113),s=t(179),r=t(182),o=t(186),_=t(110),a=t(114),h=t(109),l=t(183),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._build_discontinuous_object=function(t){for(var e=[],i=0,n=t.length;i<n;i++){e[i]=[];for(var s=_.copy(t[i]);s.length>0;){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<r;n++)for(var o=0,a=t[n].length;o<a;o++){var h=t[n][o],l=e[n][o];0!=h.length&&i.push({x0:_.min(h),y0:_.min(l),x1:_.max(h),y1:_.max(l),i:n})}return new s.SpatialIndex(i)},e.prototype._mask_data=function(){var t=this.renderer.plot_view.frame.x_ranges.default,e=[t.min,t.max],i=e[0],n=e[1],s=this.renderer.plot_view.frame.y_ranges.default,r=[s.min,s.max],o=r[0],_=r[1];return this.index.indices({x0:i,x1:n,y0:o,y1:_}).sort(function(t,e){return t-e})},e.prototype._inner_loop=function(t,e,i,n){for(var s=0,r=e.length;s<r;s++)0!=s?isNaN(e[s]+i[s])?(t.closePath(),n.apply(t),t.beginPath()):t.lineTo(e[s],i[s]):(t.beginPath(),t.moveTo(e[s],i[s]));t.closePath(),n.call(t)},e.prototype._render=function(t,e,i){var n=this,s=i.sxs,r=i.sys;this.sxss=this._build_discontinuous_object(s),this.syss=this._build_discontinuous_object(r);for(var o=function(e){var i=[s[e],r[e]],o=i[0],a=i[1];_.visuals.fill.doit&&(_.visuals.fill.set_vectorize(t,e),_._inner_loop(t,o,a,t.fill)),_.visuals.hatch.doit2(t,e,function(){return n._inner_loop(t,o,a,t.fill)},function(){return n.renderer.request_render()}),_.visuals.line.doit&&(_.visuals.line.set_vectorize(t,e),_._inner_loop(t,o,a,t.stroke))},_=this,a=0,h=e;a<h.length;a++){o(h[a])}},e.prototype._hit_point=function(t){for(var e=t.sx,i=t.sy,n=this.renderer.xscale.invert(e),s=this.renderer.yscale.invert(i),r=this.index.indices({x0:n,y0:s,x1:n,y1:s}),o=[],_=0,a=r.length;_<a;_++)for(var h=r[_],u=this.sxss[h],c=this.syss[h],p=0,d=u.length;p<d;p++)l.point_in_poly(e,i,u[p],c[p])&&o.push(h);var f=l.create_empty_hit_test_result();return f.indices=o,f},e.prototype._get_snap_coord=function(t){return a.sum(t)/t.length},e.prototype.scenterx=function(t,e,i){if(1==this.sxss[t].length)return this._get_snap_coord(this.sxs[t]);for(var n=this.sxss[t],s=this.syss[t],r=0,o=n.length;r<o;r++)if(l.point_in_poly(e,i,n[r],s[r]))return this._get_snap_coord(n[r]);throw new Error(\"unreachable code\")},e.prototype.scentery=function(t,e,i){if(1==this.syss[t].length)return this._get_snap_coord(this.sys[t]);for(var n=this.sxss[t],s=this.syss[t],r=0,o=n.length;r<o;r++)if(l.point_in_poly(e,i,n[r],s[r]))return this._get_snap_coord(s[r]);throw new Error(\"unreachable code\")},e.prototype.draw_legend_for_index=function(t,e,i){o.generic_area_legend(this.visuals,t,e,i)},e}(r.GlyphView);i.PatchesView=u,u.__name__=\"PatchesView\";var c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Patches=function(){this.prototype.default_view=u,this.coords([[\"xs\",\"ys\"]]),this.mixins([\"line\",\"fill\",\"hatch\"])},e}(r.Glyph);i.Patches=c,c.__name__=\"Patches\",c.init_Patches()},\n function _(t,i,n){var e=t(113),o=t(312),r=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype.scenterx=function(t){return(this.sleft[t]+this.sright[t])/2},i.prototype.scentery=function(t){return(this.stop[t]+this.sbottom[t])/2},i.prototype._index_data=function(){return this._index_box(this._right.length)},i.prototype._lrtb=function(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]},i}(o.BoxView);n.QuadView=r,r.__name__=\"QuadView\";var u=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_Quad=function(){this.prototype.default_view=r,this.coords([[\"right\",\"bottom\"],[\"left\",\"top\"]])},i}(o.Box);n.Quad=u,u.__name__=\"Quad\",u.init_Quad()},\n function _(t,i,n){var e=t(113),r=t(179),s=t(182),a=t(186);function o(t,i,n){if(i==(t+n)/2)return[t,n];var e=(t-i)/(t-2*i+n),r=t*Math.pow(1-e,2)+2*i*(1-e)*e+n*Math.pow(e,2);return[Math.min(t,n,r),Math.max(t,n,r)]}var _=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype._index_data=function(){for(var t=[],i=0,n=this._x0.length;i<n;i++)if(!isNaN(this._x0[i]+this._x1[i]+this._y0[i]+this._y1[i]+this._cx[i]+this._cy[i])){var e=o(this._x0[i],this._cx[i],this._x1[i]),s=e[0],a=e[1],_=o(this._y0[i],this._cy[i],this._y1[i]),h=_[0],c=_[1];t.push({x0:s,y0:h,x1:a,y1:c,i:i})}return new r.SpatialIndex(t)},i.prototype._render=function(t,i,n){var e=n.sx0,r=n.sy0,s=n.sx1,a=n.sy1,o=n.scx,_=n.scy;if(this.visuals.line.doit)for(var h=0,c=i;h<c.length;h++){var u=c[h];isNaN(e[u]+r[u]+s[u]+a[u]+o[u]+_[u])||(t.beginPath(),t.moveTo(e[u],r[u]),t.quadraticCurveTo(o[u],_[u],s[u],a[u]),this.visuals.line.set_vectorize(t,u),t.stroke())}},i.prototype.draw_legend_for_index=function(t,i,n){a.generic_line_legend(this.visuals,t,i,n)},i.prototype.scenterx=function(){throw new Error(\"not implemented\")},i.prototype.scentery=function(){throw new Error(\"not implemented\")},i}(s.GlyphView);n.QuadraticView=_,_.__name__=\"QuadraticView\";var h=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_Quadratic=function(){this.prototype.default_view=_,this.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"],[\"cx\",\"cy\"]]),this.mixins([\"line\"])},i}(s.Glyph);n.Quadratic=h,h.__name__=\"Quadratic\",h.init_Quadratic()},\n function _(e,t,i){var n=e(113),s=e(178),r=e(186),a=e(121),l=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype._map_data=function(){\"data\"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this._length):this.slength=this._length},t.prototype._render=function(e,t,i){var n=i.sx,s=i.sy,r=i.slength,a=i._angle;if(this.visuals.line.doit){for(var l=2*(this.renderer.plot_view.frame._width.value+this.renderer.plot_view.frame._height.value),h=0,_=r.length;h<_;h++)0==r[h]&&(r[h]=l);for(var o=0,u=t;o<u.length;o++){h=u[o];isNaN(n[h]+s[h]+a[h]+r[h])||(e.translate(n[h],s[h]),e.rotate(a[h]),e.beginPath(),e.moveTo(0,0),e.lineTo(r[h],0),this.visuals.line.set_vectorize(e,h),e.stroke(),e.rotate(-a[h]),e.translate(-n[h],-s[h]))}}},t.prototype.draw_legend_for_index=function(e,t,i){r.generic_line_legend(this.visuals,e,t,i)},t}(s.XYGlyphView);i.RayView=l,l.__name__=\"RayView\";var h=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Ray=function(){this.prototype.default_view=l,this.mixins([\"line\"]),this.define({length:[a.DistanceSpec],angle:[a.AngleSpec]})},t}(s.XYGlyph);i.Ray=h,h.__name__=\"Ray\",h.init_Ray()},\n function _(t,s,i){var e=t(113),h=t(308),r=t(186),a=t(183),n=t(121),_=t(114),o=function(t){function s(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(s,t),s.prototype._set_data=function(){this.max_w2=0,\"data\"==this.model.properties.width.units&&(this.max_w2=this.max_width/2),this.max_h2=0,\"data\"==this.model.properties.height.units&&(this.max_h2=this.max_height/2)},s.prototype._map_data=function(){var t,s;if(\"data\"==this.model.properties.width.units)t=this._map_dist_corner_for_data_side_length(this._x,this._width,this.renderer.xscale),this.sw=t[0],this.sx0=t[1];else{this.sw=this._width;var i=this.sx.length;this.sx0=new Float64Array(i);for(var e=0;e<i;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if(\"data\"==this.model.properties.height.units)s=this._map_dist_corner_for_data_side_length(this._y,this._height,this.renderer.yscale),this.sh=s[0],this.sy1=s[1];else{this.sh=this._height;var h=this.sy.length;this.sy1=new Float64Array(h);for(e=0;e<h;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}var r=this.sw.length;this.ssemi_diag=new Float64Array(r);for(e=0;e<r;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)},s.prototype._render=function(t,s,i){var e=i.sx,h=i.sy,r=i.sx0,a=i.sy1,n=i.sw,_=i.sh,o=i._angle;if(this.visuals.fill.doit)for(var l=0,d=s;l<d.length;l++){var c=d[l];isNaN(e[c]+h[c]+r[c]+a[c]+n[c]+_[c]+o[c])||(this.visuals.fill.set_vectorize(t,c),o[c]?(t.translate(e[c],h[c]),t.rotate(o[c]),t.fillRect(-n[c]/2,-_[c]/2,n[c],_[c]),t.rotate(-o[c]),t.translate(-e[c],-h[c])):t.fillRect(r[c],a[c],n[c],_[c]))}if(this.visuals.line.doit){t.beginPath();for(var y=0,u=s;y<u.length;y++){c=u[y];isNaN(e[c]+h[c]+r[c]+a[c]+n[c]+_[c]+o[c])||0!=n[c]&&0!=_[c]&&(o[c]?(t.translate(e[c],h[c]),t.rotate(o[c]),t.rect(-n[c]/2,-_[c]/2,n[c],_[c]),t.rotate(-o[c]),t.translate(-e[c],-h[c])):t.rect(r[c],a[c],n[c],_[c]),this.visuals.line.set_vectorize(t,c),t.stroke(),t.beginPath())}t.stroke()}},s.prototype._hit_rect=function(t){return this._hit_rect_against_index(t)},s.prototype._hit_point=function(t){for(var s=t.sx,i=t.sy,e=this.renderer.xscale.invert(s),h=this.renderer.yscale.invert(i),r=[],n=0,o=this.sx0.length;n<o;n++)r.push(this.sx0[n]+this.sw[n]/2);var l=[];for(n=0,o=this.sy1.length;n<o;n++)l.push(this.sy1[n]+this.sh[n]/2);for(var d=_.max(this._ddist(0,r,this.ssemi_diag)),c=_.max(this._ddist(1,l,this.ssemi_diag)),y=e-d,u=e+d,f=h-c,x=h+c,p=[],v=0,g=this.index.indices({x0:y,x1:u,y0:f,y1:x});v<g.length;v++){n=g[v];var m=void 0,w=void 0;if(this._angle[n]){var b=Math.sin(-this._angle[n]),R=Math.cos(-this._angle[n]),A=R*(s-this.sx[n])-b*(i-this.sy[n])+this.sx[n],F=b*(s-this.sx[n])+R*(i-this.sy[n])+this.sy[n];s=A,i=F,w=Math.abs(this.sx[n]-s)<=this.sw[n]/2,m=Math.abs(this.sy[n]-i)<=this.sh[n]/2}else w=s-this.sx0[n]<=this.sw[n]&&s-this.sx0[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;a<e;a++)h[a]=Number(t[a])-s[a]/2,r[a]=Number(t[a])+s[a]/2;for(var n=i.v_compute(h),_=i.v_compute(r),o=this.sdist(i,h,s,\"edge\",this.model.dilate),l=n,d=(a=0,n.length);a<d;a++)if(n[a]!=_[a]){l=n[a]<_[a]?n:_;break}return[o,l]},s.prototype._ddist=function(t,s,i){for(var e=0==t?this.renderer.xscale:this.renderer.yscale,h=s,r=h.length,a=new Float64Array(r),n=0;n<r;n++)a[n]=h[n]+i[n];var _=e.v_invert(h),o=e.v_invert(a),l=_.length,d=new Float64Array(l);for(n=0;n<l;n++)d[n]=Math.abs(o[n]-_[n]);return d},s.prototype.draw_legend_for_index=function(t,s,i){r.generic_area_legend(this.visuals,t,s,i)},s.prototype._bounds=function(t){var s=t.x0,i=t.x1,e=t.y0,h=t.y1;return{x0:s-this.max_w2,x1:i+this.max_w2,y0:e-this.max_h2,y1:h+this.max_h2}},s}(h.CenterRotatableView);i.RectView=o,o.__name__=\"RectView\";var l=function(t){function s(s){return t.call(this,s)||this}return e.__extends(s,t),s.init_Rect=function(){this.prototype.default_view=o,this.define({dilate:[n.Boolean,!1]})},s}(h.CenterRotatable);i.Rect=l,l.__name__=\"Rect\",l.init_Rect()},\n function _(t,e,i){var n=t(113),s=t(183),r=t(179),h=t(182),_=t(186),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,i=this._x0.length;e<i;e++){var n=this._x0[e],s=this._x1[e],h=this._y0[e],_=this._y1[e];isNaN(n+s+h+_)||t.push({x0:Math.min(n,s),y0:Math.min(h,_),x1:Math.max(n,s),y1:Math.max(h,_),i:e})}return new r.SpatialIndex(t)},e.prototype._render=function(t,e,i){var n=i.sx0,s=i.sy0,r=i.sx1,h=i.sy1;if(this.visuals.line.doit)for(var _=0,a=e;_<a.length;_++){var o=a[_];isNaN(n[o]+s[o]+r[o]+h[o])||(t.beginPath(),t.moveTo(n[o],s[o]),t.lineTo(r[o],h[o]),this.visuals.line.set_vectorize(t,o),t.stroke())}},e.prototype._hit_point=function(t){for(var e=t.sx,i=t.sy,n={x:e,y:i},r=[],h=this.renderer.xscale.r_invert(e-2,e+2),_=h[0],a=h[1],o=this.renderer.yscale.r_invert(i-2,i+2),x=o[0],y=o[1],l=0,c=this.index.indices({x0:_,y0:x,x1:a,y1:y});l<c.length;l++){var u=c[l],d=Math.pow(Math.max(2,this.visuals.line.cache_select(\"line_width\",u)/2),2),p={x:this.sx0[u],y:this.sy0[u]},v={x:this.sx1[u],y:this.sy1[u]};s.dist_to_segment_squared(n,p,v)<d&&r.push(u)}var f=s.create_empty_hit_test_result();return f.indices=r,f},e.prototype._hit_span=function(t){var e,i,n,r,h,_=this.renderer.plot_view.frame.bbox.ranges,a=_[0],o=_[1],x=t.sx,y=t.sy;\"v\"==t.direction?(h=this.renderer.yscale.invert(y),n=(e=[this._y0,this._y1])[0],r=e[1]):(h=this.renderer.xscale.invert(x),n=(i=[this._x0,this._x1])[0],r=i[1]);for(var l=[],c=this.renderer.xscale.r_invert(a.start,a.end),u=c[0],d=c[1],p=this.renderer.yscale.r_invert(o.start,o.end),v=p[0],f=p[1],m=0,g=this.index.indices({x0:u,y0:v,x1:d,y1:f});m<g.length;m++){var w=g[m];(n[w]<=h&&h<=r[w]||r[w]<=h&&h<=n[w])&&l.push(w)}var S=s.create_empty_hit_test_result();return S.indices=l,S},e.prototype.scenterx=function(t){return(this.sx0[t]+this.sx1[t])/2},e.prototype.scentery=function(t){return(this.sy0[t]+this.sy1[t])/2},e.prototype.draw_legend_for_index=function(t,e,i){_.generic_line_legend(this.visuals,t,e,i)},e}(h.GlyphView);i.SegmentView=a,a.__name__=\"SegmentView\";var o=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Segment=function(){this.prototype.default_view=a,this.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"]]),this.mixins([\"line\"])},e}(h.Glyph);i.Segment=o,o.__name__=\"Segment\",o.init_Segment()},\n function _(e,t,i){var n=e(113),o=e(178),r=e(186),s=e(121),a=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype._render=function(e,t,i){var n,o,r,s,a,l,_=i.sx,u=i.sy,d=!1,f=null;this.visuals.line.set_value(e);var h=t.length;if(!(h<2)){e.beginPath(),e.moveTo(_[0],u[0]);for(var p=0,c=t;p<c.length;p++){var v=c[p],b=void 0,g=void 0,m=void 0,w=void 0;switch(this.model.mode){case\"before\":b=(n=[_[v-1],u[v]])[0],m=n[1],g=(o=[_[v],u[v]])[0],w=o[1];break;case\"after\":b=(r=[_[v],u[v-1]])[0],m=r[1],g=(s=[_[v],u[v]])[0],w=s[1];break;case\"center\":var y=(_[v-1]+_[v])/2;b=(a=[y,u[v-1]])[0],m=a[1],g=(l=[y,u[v]])[0],w=l[1];break;default:throw new Error(\"unexpected\")}if(d){if(!isFinite(_[v]+u[v])){e.stroke(),e.beginPath(),d=!1,f=v;continue}null!=f&&v-f>1&&(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;u<l.length;u++){var x=l[u];if(!isNaN(i[x]+n[x]+r[x]+_[x]+h[x])&&null!=a[x]&&(this._sxs[x]=[],this._sys[x]=[],this.visuals.text.doit)){var p=\"\"+a[x];t.save(),t.translate(i[x]+r[x],n[x]+_[x]),t.rotate(h[x]),this.visuals.text.set_vectorize(t,x);var c=this.visuals.text.cache_select(\"font\",x),f=o.measure_font(c).height,y=this.visuals.text.text_line_height.value()*f;if(-1==p.indexOf(\"\\n\")){t.fillText(p,0,0);var v=i[x]+r[x],d=n[x]+_[x],g=t.measureText(p).width,m=this._text_bounds(v,d,g,y),b=m[0],T=m[1];this._sxs[x].push(b),this._sys[x].push(T)}else{var w=p.split(\"\\n\"),N=y*w.length,S=this.visuals.text.cache_select(\"text_baseline\",x),M=void 0;switch(S){case\"top\":M=0;break;case\"middle\":M=-N/2+y/2;break;case\"bottom\":M=-N+y;break;default:M=0,console.warn(\"'\"+S+\"' baseline not supported with multi line text\")}for(var k=0,V=w;k<V.length;k++){var G=V[k];t.fillText(G,0,M);v=i[x]+r[x],d=M+n[x]+_[x],g=t.measureText(G).width;var X=this._text_bounds(v,d,g,y);b=X[0],T=X[1];this._sxs[x].push(b),this._sys[x].push(T),M+=y}}t.restore()}}},e.prototype._hit_point=function(t){for(var e=t.sx,s=t.sy,i=[],n=0;n<this._sxs.length;n++)for(var _=this._sxs[n],o=this._sys[n],h=_.length,a=0,u=h;a<u;a++){var l=this._rotate_point(e,s,_[h-1][0],o[h-1][0],-this._angle[n]),x=l[0],p=l[1];r.point_in_poly(x,p,_[a],o[a])&&i.push(n)}var c=r.create_empty_hit_test_result();return c.indices=i,c},e.prototype._scenterxy=function(t){var e=this._sxs[t][0][0],s=this._sys[t][0][0],i=(this._sxs[t][0][2]+e)/2,n=(this._sys[t][0][2]+s)/2,r=this._rotate_point(i,n,e,s,this._angle[t]);return{x:r[0],y:r[1]}},e.prototype.scenterx=function(t){return this._scenterxy(t).x},e.prototype.scentery=function(t){return this._scenterxy(t).y},e}(n.XYGlyphView);s.TextView=h,h.__name__=\"TextView\";var a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Text=function(){this.prototype.default_view=h,this.mixins([\"text\"]),this.define({text:[_.NullStringSpec,{field:\"text\"}],angle:[_.AngleSpec,0],x_offset:[_.NumberSpec,0],y_offset:[_.NumberSpec,0]})},e}(n.XYGlyph);s.Text=a,a.__name__=\"Text\",a.init_Text()},\n function _(t,i,s){var e=t(113),r=t(312),o=t(121),h=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype.scenterx=function(t){return this.sx[t]},i.prototype.scentery=function(t){return(this.stop[t]+this.sbottom[t])/2},i.prototype._index_data=function(){return this._index_box(this._x.length)},i.prototype._lrtb=function(t){return[this._x[t]-this._width[t]/2,this._x[t]+this._width[t]/2,Math.max(this._top[t],this._bottom[t]),Math.min(this._top[t],this._bottom[t])]},i.prototype._map_data=function(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this._width,\"center\"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);var t=this.sx.length;this.sleft=new Float64Array(t),this.sright=new Float64Array(t);for(var i=0;i<t;i++)this.sleft[i]=this.sx[i]-this.sw[i]/2,this.sright[i]=this.sx[i]+this.sw[i]/2;this._clamp_viewport()},i}(r.BoxView);s.VBarView=h,h.__name__=\"VBarView\";var n=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_VBar=function(){this.prototype.default_view=h,this.coords([[\"x\",\"bottom\"]]),this.define({width:[o.NumberSpec],top:[o.CoordinateSpec]}),this.override({bottom:0})},i}(r.Box);s.VBar=n,n.__name__=\"VBar\",n.init_VBar()},\n function _(e,t,i){var s=e(113),r=e(178),n=e(186),a=e(183),h=e(121),o=e(111),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.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},t.prototype._render=function(e,t,i){for(var s=i.sx,r=i.sy,n=i.sradius,a=i._start_angle,h=i._end_angle,o=this.model.properties.direction.value(),_=0,l=t;_<l.length;_++){var d=l[_];isNaN(s[d]+r[d]+n[d]+a[d]+h[d])||(e.beginPath(),e.arc(s[d],r[d],n[d],a[d],h[d],o),e.lineTo(s[d],r[d]),e.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,d),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,d),e.stroke()))}},t.prototype._hit_point=function(e){var t,i,s,r,n,h,_,l,d,u,c,p,y,f=e.sx,g=e.sy,v=this.renderer.xscale.invert(f),x=this.renderer.yscale.invert(g),m=2*this.max_radius;\"data\"===this.model.properties.radius.units?(u=v-m,c=v+m,p=x-m,y=x+m):(h=f-m,_=f+m,u=(t=this.renderer.xscale.r_invert(h,_))[0],c=t[1],l=g-m,d=g+m,p=(i=this.renderer.yscale.r_invert(l,d))[0],y=i[1]);for(var w=[],M=0,W=this.index.indices({x0:u,x1:c,y0:p,y1:y});M<W.length;M++){var S=W[M],V=Math.pow(this.sradius[S],2);h=(s=this.renderer.xscale.r_compute(v,this._x[S]))[0],_=s[1],l=(r=this.renderer.yscale.r_compute(x,this._y[S]))[0],d=r[1],(n=Math.pow(h-_,2)+Math.pow(l-d,2))<=V&&w.push([S,n])}for(var b=this.model.properties.direction.value(),k=[],z=0,A=w;z<A.length;z++){var D=A[z],G=(S=D[0],D[1]),N=Math.atan2(g-this.sy[S],f-this.sx[S]);o.angle_between(-N,-this._start_angle[S],-this._end_angle[S],b)&&k.push([S,G])}return a.create_hit_test_result_from_hits(k)},t.prototype.draw_legend_for_index=function(e,t,i){n.generic_area_legend(this.visuals,e,t,i)},t.prototype._scenterxy=function(e){var t=this.sradius[e]/2,i=(this._start_angle[e]+this._end_angle[e])/2;return{x:this.sx[e]+t*Math.cos(i),y:this.sy[e]+t*Math.sin(i)}},t.prototype.scenterx=function(e){return this._scenterxy(e).x},t.prototype.scentery=function(e){return this._scenterxy(e).y},t}(r.XYGlyphView);i.WedgeView=_,_.__name__=\"WedgeView\";var l=function(e){function t(t){return e.call(this,t)||this}return s.__extends(t,e),t.init_Wedge=function(){this.prototype.default_view=_,this.mixins([\"line\",\"fill\"]),this.define({direction:[h.Direction,\"anticlock\"],radius:[h.DistanceSpec],start_angle:[h.AngleSpec],end_angle:[h.AngleSpec]})},t}(r.XYGlyph);i.Wedge=l,l.__name__=\"Wedge\",l.init_Wedge()},\n function _(n,o,r){function f(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}f(n(193)),f(n(333)),f(n(334))},\n function _(n,t,r){var e=n(113),o=function(n){function t(t){return n.call(this,t)||this}return e.__extends(t,n),t}(n(166).Model);r.LayoutProvider=o,o.__name__=\"LayoutProvider\"},\n function _(t,a,r){var o=t(113),i=t(333),n=t(121),u=function(t){function a(a){return t.call(this,a)||this}return o.__extends(a,t),a.init_StaticLayoutProvider=function(){this.define({graph_layout:[n.Any,{}]})},a.prototype.get_node_coordinates=function(t){for(var a=[],r=[],o=t.data.index,i=0,n=o.length;i<n;i++){var u=this.graph_layout[o[i]],e=null!=u?u:[NaN,NaN],s=e[0],d=e[1];a.push(s),r.push(d)}return[a,r]},a.prototype.get_edge_coordinates=function(t){for(var a,r,o=[],i=[],n=t.data.start,u=t.data.end,e=null!=t.data.xs&&null!=t.data.ys,s=0,d=n.length;s<d;s++){var h=null!=this.graph_layout[n[s]]&&null!=this.graph_layout[u[s]];if(e&&h)o.push(t.data.xs[s]),i.push(t.data.ys[s]);else{var l=void 0,_=void 0;h?(_=(a=[this.graph_layout[n[s]],this.graph_layout[u[s]]])[0],l=a[1]):(_=(r=[[NaN,NaN],[NaN,NaN]])[0],l=r[1]),o.push([_[0],l[0]]),i.push([_[1],l[1]])}}return[o,i]},a}(i.LayoutProvider);r.StaticLayoutProvider=u,u.__name__=\"StaticLayoutProvider\",u.init_StaticLayoutProvider()},\n function _(i,r,d){var n=i(336);d.Grid=n.Grid},\n function _(e,i,n){var r=e(113),t=e(244),o=e(121),a=e(109),_=function(e){function i(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(i,e),Object.defineProperty(i.prototype,\"_x_range_name\",{get:function(){return this.model.x_range_name},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"_y_range_name\",{get:function(){return this.model.y_range_name},enumerable:!0,configurable:!0}),i.prototype.render=function(){if(this.model.visible){var e=this.plot_view.canvas_view.ctx;e.save(),this._draw_regions(e),this._draw_minor_grids(e),this._draw_grids(e),e.restore()}},i.prototype.connect_signals=function(){var i=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return i.request_render()})},i.prototype._draw_regions=function(e){var i=this;if(this.visuals.band_fill.doit||this.visuals.band_hatch.doit){this.visuals.band_fill.set_value(e);for(var n=this.grid_coords(\"major\",!1),r=n[0],t=n[1],o=function(n){if(n%2!=1)return\"continue\";var o=a.plot_view.map_to_screen(r[n],t[n],a._x_range_name,a._y_range_name),_=o[0],s=o[1],d=a.plot_view.map_to_screen(r[n+1],t[n+1],a._x_range_name,a._y_range_name),l=d[0],h=d[1];a.visuals.band_fill.doit&&e.fillRect(_[0],s[0],l[1]-_[0],h[1]-s[0]),a.visuals.band_hatch.doit2(e,n,function(){e.fillRect(_[0],s[0],l[1]-_[0],h[1]-s[0])},function(){return i.request_render()})},a=this,_=0;_<r.length-1;_++)o(_)}},i.prototype._draw_grids=function(e){if(this.visuals.grid_line.doit){var i=this.grid_coords(\"major\"),n=i[0],r=i[1];this._draw_grid_helper(e,this.visuals.grid_line,n,r)}},i.prototype._draw_minor_grids=function(e){if(this.visuals.minor_grid_line.doit){var i=this.grid_coords(\"minor\"),n=i[0],r=i[1];this._draw_grid_helper(e,this.visuals.minor_grid_line,n,r)}},i.prototype._draw_grid_helper=function(e,i,n,r){i.set_value(e);for(var t=0;t<n.length;t++){var o=this.plot_view.map_to_screen(n[t],r[t],this._x_range_name,this._y_range_name),a=o[0],_=o[1];e.beginPath(),e.moveTo(Math.round(a[0]),Math.round(_[0]));for(var s=1;s<a.length;s++)e.lineTo(Math.round(a[s]),Math.round(_[s]));e.stroke()}},i.prototype.ranges=function(){var e=this.model.dimension,i=(e+1)%2,n=this.plot_view.frame,r=[n.x_ranges[this.model.x_range_name],n.y_ranges[this.model.y_range_name]];return[r[e],r[i]]},i.prototype.computed_bounds=function(){var e,i,n,r=this.ranges()[0],t=this.model.bounds,o=[r.min,r.max];if(a.isArray(t))i=Math.min(t[0],t[1]),n=Math.max(t[0],t[1]),i<o[0]&&(i=o[0]),n>o[1]&&(n=o[1]);else{i=o[0],n=o[1];for(var _=0,s=this.plot_view.axis_views;_<s.length;_++){var d=s[_];d.dimension==this.model.dimension&&d.model.x_range_name==this.model.x_range_name&&d.model.y_range_name==this.model.y_range_name&&(i=(e=d.computed_bounds)[0],n=e[1])}}return[i,n]},i.prototype.grid_coords=function(e,i){var n;void 0===i&&(i=!0);var r=this.model.dimension,t=(r+1)%2,o=this.ranges(),a=o[0],_=o[1],s=this.computed_bounds(),d=s[0],l=s[1];d=(n=[Math.min(d,l),Math.max(d,l)])[0],l=n[1];var h=this.model.ticker.get_ticks(d,l,a,_.min,{})[e],u=a.min,m=a.max,g=_.min,c=_.max,p=[[],[]];i||(h[0]!=u&&h.splice(0,0,u),h[h.length-1]!=m&&h.push(m));for(var f=0;f<h.length;f++)if(h[f]!=u&&h[f]!=m||!i){for(var v=[],y=[],b=0;b<2;b++){var w=g+(c-g)/1*b;v.push(h[f]),y.push(w)}p[r].push(v),p[t].push(y)}return p},i}(t.GuideRendererView);n.GridView=_,_.__name__=\"GridView\";var s=function(e){function i(i){return e.call(this,i)||this}return r.__extends(i,e),i.init_Grid=function(){this.prototype.default_view=_,this.mixins([\"line:grid_\",\"line:minor_grid_\",\"fill:band_\",\"hatch:band_\"]),this.define({bounds:[o.Any,\"auto\"],dimension:[o.Any,0],ticker:[o.Instance],x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"]}),this.override({level:\"underlay\",band_fill_color:null,band_fill_alpha:0,grid_line_color:\"#e5e5e5\",minor_grid_line_color:null})},i}(t.GuideRenderer);n.Grid=s,s.__name__=\"Grid\",s.init_Grid()},\n function _(a,o,r){var v=a(338);r.Box=v.Box;var x=a(340);r.Column=x.Column;var B=a(341);r.GridBox=B.GridBox;var e=a(342);r.HTMLBox=e.HTMLBox;var n=a(339);r.LayoutDOM=n.LayoutDOM;var i=a(343);r.Row=i.Row;var t=a(344);r.Spacer=t.Spacer;var u=a(345);r.Panel=u.Panel,r.Tabs=u.Tabs;var d=a(349);r.WidgetBox=d.WidgetBox},\n function _(n,t,e){var i=n(113),o=n(339),r=n(121),c=function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return i.__extends(t,n),t.prototype.connect_signals=function(){var t=this;n.prototype.connect_signals.call(this),this.connect(this.model.properties.children.change,function(){return t.rebuild()})},Object.defineProperty(t.prototype,\"child_models\",{get:function(){return this.model.children},enumerable:!0,configurable:!0}),t}(o.LayoutDOMView);e.BoxView=c,c.__name__=\"BoxView\";var u=function(n){function t(t){return n.call(this,t)||this}return i.__extends(t,n),t.init_Box=function(){this.define({children:[r.Array,[]],spacing:[r.Number,0]})},t}(o.LayoutDOM);e.Box=u,u.__name__=\"Box\",u.init_Box()},\n function _(t,i,e){var o=t(113),n=t(166),s=t(163),l=t(167),r=t(109),h=t(121),a=t(194),_=t(161),u=t(164),d=function(t){function i(){var i=t.apply(this,arguments)||this;return i._idle_notified=!1,i._offset_parent=null,i._viewport={},i}return o.__extends(i,t),i.prototype.initialize=function(){t.prototype.initialize.call(this),this.el.style.position=this.is_root?\"relative\":\"absolute\",this._child_views={},this.build_child_views()},i.prototype.remove=function(){for(var i=0,e=this.child_views;i<e.length;i++){e[i].remove()}this._child_views={},t.prototype.remove.call(this)},i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.is_root&&(this._on_resize=function(){return i.resize_layout()},window.addEventListener(\"resize\",this._on_resize),this._parent_observer=setInterval(function(){var t=i.el.offsetParent;i._offset_parent!=t&&(i._offset_parent=t,null!=t&&(i.compute_viewport(),i.invalidate_layout()))},250));var e=this.model.properties;this.on_change([e.width,e.height,e.min_width,e.min_height,e.max_width,e.max_height,e.margin,e.width_policy,e.height_policy,e.sizing_mode,e.aspect_ratio,e.visible],function(){return i.invalidate_layout()}),this.on_change([e.background,e.css_classes],function(){return i.invalidate_render()})},i.prototype.disconnect_signals=function(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener(\"resize\",this._on_resize),t.prototype.disconnect_signals.call(this)},i.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(this.model.css_classes)},Object.defineProperty(i.prototype,\"child_views\",{get:function(){var t=this;return this.child_models.map(function(i){return t._child_views[i.id]})},enumerable:!0,configurable:!0}),i.prototype.build_child_views=function(){a.build_views(this._child_views,this.child_models,{parent:this})},i.prototype.render=function(){var i;t.prototype.render.call(this),s.empty(this.el);var e=this.model.background;this.el.style.backgroundColor=null!=e?e:\"\",(i=s.classes(this.el).clear()).add.apply(i,this.css_classes());for(var o=0,n=this.child_views;o<n.length;o++){var l=n[o];this.el.appendChild(l.el),l.render()}},i.prototype.update_layout=function(){for(var t=0,i=this.child_views;t<i.length;t++){i[t].update_layout()}this._update_layout()},i.prototype.update_position=function(){this.el.style.display=this.model.visible?\"block\":\"none\";var t=this.is_root?this.layout.sizing.margin:void 0;s.position(this.el,this.layout.bbox,t);for(var i=0,e=this.child_views;i<e.length;i++){e[i].update_position()}},i.prototype.after_layout=function(){for(var t=0,i=this.child_views;t<i.length;t++){i[t].after_layout()}this._has_finished=!0},i.prototype.compute_viewport=function(){this._viewport=this._viewport_size()},i.prototype.renderTo=function(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build()},i.prototype.build=function(){return this.assert_root(),this.render(),this.update_layout(),this.compute_layout(),this},i.prototype.rebuild=function(){this.build_child_views(),this.invalidate_render()},i.prototype.compute_layout=function(){var t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),l.logger.debug(\"layout computed in \"+(Date.now()-t)+\" ms\"),this.notify_finished()},i.prototype.resize_layout=function(){this.root.compute_viewport(),this.root.compute_layout()},i.prototype.invalidate_layout=function(){this.root.update_layout(),this.root.compute_layout()},i.prototype.invalidate_render=function(){this.render(),this.invalidate_layout()},i.prototype.has_finished=function(){if(!t.prototype.has_finished.call(this))return!1;for(var i=0,e=this.child_views;i<e.length;i++){if(!e[i].has_finished())return!1}return!0},i.prototype.notify_finished=function(){this.is_root?!this._idle_notified&&this.has_finished()&&null!=this.model.document&&(this._idle_notified=!0,this.model.document.notify_idle(this.model)):this.root.notify_finished()},i.prototype._width_policy=function(){return null!=this.model.width?\"fixed\":\"fit\"},i.prototype._height_policy=function(){return null!=this.model.height?\"fixed\":\"fit\"},i.prototype.box_sizing=function(){var t=this.model,i=t.width_policy,e=t.height_policy,o=t.aspect_ratio;\"auto\"==i&&(i=this._width_policy()),\"auto\"==e&&(e=this._height_policy());var n=this.model.sizing_mode;if(null!=n)if(\"fixed\"==n)i=e=\"fixed\";else if(\"stretch_both\"==n)i=e=\"max\";else if(\"stretch_width\"==n)i=\"max\";else if(\"stretch_height\"==n)e=\"max\";else switch(null==o&&(o=\"auto\"),n){case\"scale_width\":i=\"max\",e=\"min\";break;case\"scale_height\":i=\"min\",e=\"max\";break;case\"scale_both\":i=\"max\",e=\"max\";break;default:throw new Error(\"unreachable\")}var s={width_policy:i,height_policy:e},l=this.model,h=l.min_width,a=l.min_height;null!=h&&(s.min_width=h),null!=a&&(s.min_height=a);var _=this.model,u=_.width,d=_.height;null!=u&&(s.width=u),null!=d&&(s.height=d);var c=this.model,p=c.max_width,f=c.max_height;null!=p&&(s.max_width=p),null!=f&&(s.max_height=f),\"auto\"==o&&null!=u&&null!=d?s.aspect=u/d:r.isNumber(o)&&(s.aspect=o);var m=this.model.margin;if(null!=m)if(r.isNumber(m))s.margin={top:m,right:m,bottom:m,left:m};else if(2==m.length){var y=m[0],v=m[1];s.margin={top:y,right:v,bottom:y,left:v}}else{var g=m[0],b=m[1],w=m[2],x=m[3];s.margin={top:g,right:b,bottom:w,left:x}}s.visible=this.model.visible;var z=this.model.align;return r.isArray(z)?(s.halign=z[0],s.valign=z[1]):s.halign=s.valign=z,s},i.prototype._viewport_size=function(){var t=this;return s.undisplayed(this.el,function(){for(var i=t.el;i=i.parentElement;)if(!i.classList.contains(u.bk_root)){if(i==document.body){var e=s.extents(document.body).margin,o=e.left,n=e.right,l=e.top,r=e.bottom;return{width:Math.ceil(document.documentElement.clientWidth-o-n),height:Math.ceil(document.documentElement.clientHeight-l-r)}}var h=s.extents(i).padding,a=h.left,_=h.right,d=h.top,c=h.bottom,p=i.getBoundingClientRect(),f=p.width,m=p.height,y=Math.ceil(f-a-_),v=Math.ceil(m-d-c);if(y>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;t<i.length;t++){var n=i[t],o=n[0],e=n[1],s=n[2],l=n[3],u=n[4],a=this._child_views[o.id];this.layout.items.push({layout:a.layout,row:e,col:s,row_span:l,col_span:u})}this.layout.set_sizing(this.box_sizing())},i}(e.LayoutDOMView);n.GridBoxView=l,l.__name__=\"GridBoxView\";var u=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_GridBox=function(){this.prototype.default_view=l,this.define({children:[s.Array,[]],rows:[s.Any,\"auto\"],cols:[s.Any,\"auto\"],spacing:[s.Any,0]})},i}(e.LayoutDOM);n.GridBox=u,u.__name__=\"GridBox\",u.init_GridBox()},\n function _(t,n,e){var o=t(113),i=t(339),u=t(282),r=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),Object.defineProperty(n.prototype,\"child_models\",{get:function(){return[]},enumerable:!0,configurable:!0}),n.prototype._update_layout=function(){this.layout=new u.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())},n}(i.LayoutDOMView);e.HTMLBoxView=r,r.__name__=\"HTMLBoxView\";var _=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n}(i.LayoutDOM);e.HTMLBox=_,_.__name__=\"HTMLBox\"},\n function _(t,i,n){var o=t(113),e=t(338),s=t(286),u=t(121),_=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(i,t),i.prototype._update_layout=function(){var t=this.child_views.map(function(t){return t.layout});this.layout=new s.Row(t),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())},i}(e.BoxView);n.RowView=_,_.__name__=\"RowView\";var a=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_Row=function(){this.prototype.default_view=_,this.define({cols:[u.Any,\"auto\"]})},i}(e.Box);n.Row=a,a.__name__=\"Row\",a.init_Row()},\n function _(t,e,n){var i=t(113),r=t(339),o=t(282),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),Object.defineProperty(e.prototype,\"child_models\",{get:function(){return[]},enumerable:!0,configurable:!0}),e.prototype._update_layout=function(){this.layout=new o.LayoutItem,this.layout.set_sizing(this.box_sizing())},e}(r.LayoutDOMView);n.SpacerView=u,u.__name__=\"SpacerView\";var a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Spacer=function(){this.prototype.default_view=u},e}(r.LayoutDOM);n.Spacer=a,a.__name__=\"Spacer\",a.init_Spacer()},\n function _(e,t,i){var a=e(113),s=e(282),l=e(163),r=e(110),n=e(121),h=e(339),o=e(166),c=e(240),d=e(346),_=e(347),u=e(348),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return a.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.tabs.change,function(){return t.rebuild()}),this.connect(this.model.properties.active.change,function(){return t.on_active_change()})},Object.defineProperty(t.prototype,\"child_models\",{get:function(){return this.model.tabs.map(function(e){return e.child})},enumerable:!0,configurable:!0}),t.prototype._update_layout=function(){var e=this.model.tabs_location,t=\"above\"==e||\"below\"==e,i=this.scroll_el,n=this.headers_el;this.header=new(function(e){function s(){return null!==e&&e.apply(this,arguments)||this}return a.__extends(s,e),s.prototype._measure=function(a){var s=l.size(i),h=l.children(n).slice(0,3).map(function(e){return l.size(e)}),o=e.prototype._measure.call(this,a),c=o.width,d=o.height;if(t){var _=s.width+r.sum(h.map(function(e){return e.width}));return{width:a.width!=1/0?a.width:_,height:d}}var u=s.height+r.sum(h.map(function(e){return e.height}));return{width:c,height:a.height!=1/0?a.height:u}},s}(s.ContentBox))(this.header_el),t?this.header.set_sizing({width_policy:\"fit\",height_policy:\"fixed\"}):this.header.set_sizing({width_policy:\"fixed\",height_policy:\"fit\"});var h=1,o=1;switch(e){case\"above\":h-=1;break;case\"below\":h+=1;break;case\"left\":o-=1;break;case\"right\":o+=1}var c={layout:this.header,row:h,col:o},d=this.child_views.map(function(e){return{layout:e.layout,row:1,col:1}});this.layout=new s.Grid(a.__spreadArrays([c],d)),this.layout.set_sizing(this.box_sizing())},t.prototype.update_position=function(){e.prototype.update_position.call(this),this.header_el.style.position=\"absolute\",l.position(this.header_el,this.header.bbox);var t=this.model.tabs_location,i=\"above\"==t||\"below\"==t,a=l.size(this.scroll_el),s=l.scroll_size(this.headers_el);if(i){var r=this.header.bbox.width;s.width>r?(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;o<c.length;o++){var d=c[o];l.hide(d.el)}var _=h[this.model.active];null!=_&&l.show(_.el)},t.prototype.render=function(){var t=this;e.prototype.render.call(this);var i=this.model.active,a=this.model.tabs_location,s=\"above\"==a||\"below\"==a,n=this.model.tabs.map(function(e,a){var s=l.div({class:[d.bk_tab,a==i?c.bk_active:null]},e.title);if(s.addEventListener(\"click\",function(e){e.target==e.currentTarget&&t.change_active(a)}),e.closable){var n=l.div({class:d.bk_close});n.addEventListener(\"click\",function(e){if(e.target==e.currentTarget){t.model.tabs=r.remove_at(t.model.tabs,a);var i=t.model.tabs.length;t.model.active>i-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<a.length;i++){a[i].classList.remove(c.bk_active)}t[e].classList.add(c.bk_active);for(var s=this.child_views,r=0,n=s;r<n.length;r++){var h=n[r];l.hide(h.el)}l.show(s[e].el)},t}(h.LayoutDOMView);i.TabsView=p,p.__name__=\"TabsView\";var b=function(e){function t(t){return e.call(this,t)||this}return a.__extends(t,e),t.init_Tabs=function(){this.prototype.default_view=p,this.define({tabs:[n.Array,[]],tabs_location:[n.Location,\"above\"],active:[n.Number,0],callback:[n.Any]})},t}(h.LayoutDOM);i.Tabs=b,b.__name__=\"Tabs\",b.init_Tabs();var v=function(e){function t(t){return e.call(this,t)||this}return a.__extends(t,e),t.init_Panel=function(){this.define({title:[n.String,\"\"],child:[n.Instance],closable:[n.Boolean,!1]})},t}(o.Model);i.Panel=v,v.__name__=\"Panel\",v.init_Panel()},\n function _(e,r,n){e(164),e(163).styles.append('.bk-root .bk-tabs-header {\\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 overflow: hidden;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-tabs-header .bk-btn-group {\\n height: auto;\\n margin-right: 5px;\\n}\\n.bk-root .bk-tabs-header .bk-btn-group > .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 <svg viewPort=\"0 0 10 10\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\">\\\\\\n <line x1=\"1\" y1=\"9\" x2=\"9\" y2=\"1\" stroke=\"gray\" stroke-width=\"2\"/>\\\\\\n <line x1=\"1\" y1=\"1\" x2=\"9\" y2=\"9\" stroke=\"gray\" stroke-width=\"2\"/>\\\\\\n </svg>\\');\\n}\\n.bk-root .bk-close:hover {\\n background-image: url(\\'data:image/svg+xml;utf8,\\\\\\n <svg viewPort=\"0 0 10 10\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\">\\\\\\n <line x1=\"1\" y1=\"9\" x2=\"9\" y2=\"1\" stroke=\"red\" stroke-width=\"2\"/>\\\\\\n <line x1=\"1\" y1=\"1\" x2=\"9\" y2=\"9\" stroke=\"red\" stroke-width=\"2\"/>\\\\\\n </svg>\\');\\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 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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 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x=i[a];n.point_in_poly(this.sx[a],this.sy[a],t,r)&&s.push(x)}var o=n.create_empty_hit_test_result();return o.indices=s,o},t.prototype.draw_legend_for_index=function(e,t,r){var i=t.x0,s=t.x1,n=t.y0,a=t.y1,_=r+1,h=new Array(_);h[r]=(i+s)/2;var x=new Array(_);x[r]=(n+a)/2;var o=new Array(_);o[r]=.4*Math.min(Math.abs(s-i),Math.abs(a-n));var y=new Array(_);y[r]=0,this._render(e,[r],{sx:h,sy:x,_size:o,_angle:y})},t}(s.XYGlyphView);r.MarkerView=h,h.__name__=\"MarkerView\";var x=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Marker=function(){this.mixins([\"line\",\"fill\"]),this.define({size:[a.DistanceSpec,{units:\"screen\",value:4}],angle:[a.AngleSpec,0]})},t}(s.XYGlyph);r.Marker=x,x.__name__=\"Marker\",x.init_Marker()},\n function _(r,e,t){var a=r(113),n=r(358),i=r(357),_=r(121),s=function(r){function e(){return null!==r&&r.apply(this,arguments)||this}return a.__extends(e,r),e.prototype._render=function(r,e,t){for(var a=t.sx,n=t.sy,_=t._size,s=t._angle,l=t._marker,c=0,u=e;c<u.length;c++){var o=u[c];if(!isNaN(a[o]+n[o]+_[o]+s[o])&&null!=l[o]){var f=_[o]/2;r.beginPath(),r.translate(a[o],n[o]),s[o]&&r.rotate(s[o]),i.marker_funcs[l[o]](r,o,f,this.visuals.line,this.visuals.fill),s[o]&&r.rotate(-s[o]),r.translate(-a[o],-n[o])}}},e.prototype.draw_legend_for_index=function(r,e,t){var a=e.x0,n=e.x1,i=e.y0,_=e.y1,s=t+1,l=new Array(s);l[t]=(a+n)/2;var c=new Array(s);c[t]=(i+_)/2;var u=new Array(s);u[t]=.4*Math.min(Math.abs(n-a),Math.abs(_-i));var o=new Array(s);o[t]=0;var f=new Array(s);f[t]=this._marker[t],this._render(r,[t],{sx:l,sy:c,_size:u,_angle:o,_marker:f})},e}(n.MarkerView);t.ScatterView=s,s.__name__=\"ScatterView\";var l=function(r){function e(e){return r.call(this,e)||this}return a.__extends(e,r),e.init_Scatter=function(){this.prototype.default_view=s,this.define({marker:[_.MarkerSpec,{value:\"circle\"}]})},e}(n.Marker);t.Scatter=l,l.__name__=\"Scatter\",l.init_Scatter()},\n function _(a,p,o){var t=a(361);o.MapOptions=t.MapOptions;var n=a(361);o.GMapOptions=n.GMapOptions;var M=a(361);o.GMapPlot=M.GMapPlot;var i=a(362);o.Plot=i.Plot},\n function _(t,n,i){var e=t(113),o=t(167),a=t(362),r=t(121),p=t(166),s=t(225),_=t(382);i.GMapPlotView=_.GMapPlotView;var l=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_MapOptions=function(){this.define({lat:[r.Number],lng:[r.Number],zoom:[r.Number,12]})},n}(p.Model);i.MapOptions=l,l.__name__=\"MapOptions\",l.init_MapOptions();var u=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_GMapOptions=function(){this.define({map_type:[r.String,\"roadmap\"],scale_control:[r.Boolean,!1],styles:[r.String],tilt:[r.Int,45]})},n}(l);i.GMapOptions=u,u.__name__=\"GMapOptions\",u.init_GMapOptions();var c=function(t){function n(n){return t.call(this,n)||this}return 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null!=t?t:this.plot_height},enumerable:!0,configurable:!0}),e.prototype._doc_attached=function(){t.prototype._doc_attached.call(this),this._tell_document_about_change(\"inner_height\",null,this.inner_height,{}),this._tell_document_about_change(\"inner_width\",null,this.inner_width,{})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.reset=new i.Signal0(this,\"reset\");for(var e=0,r=l.values(this.extra_x_ranges).concat(this.x_range);e<r.length;e++){var n=r[e],o=n.plots;u.isArray(o)&&(o=o.concat(this),n.setv({plots:o},{silent:!0}))}for(var a=0,s=l.values(this.extra_y_ranges).concat(this.y_range);a<s.length;a++){var c=s[a];o=c.plots;u.isArray(o)&&(o=o.concat(this),c.setv({plots:o},{silent:!0}))}},e.prototype.add_layout=function(t,e){void 0===e&&(e=\"center\"),this.getv(e).push(t)},e.prototype.remove_layout=function(t){var e=function(e){a.remove_by(e,function(e){return e==t})};e(this.left),e(this.right),e(this.above),e(this.below),e(this.center)},e.prototype.add_renderers=function(){for(var t=[],e=0;e<arguments.length;e++)t[e]=arguments[e];this.renderers=this.renderers.concat(t)},e.prototype.add_glyph=function(t,e,r){void 0===e&&(e=new d.ColumnDataSource),void 0===r&&(r={});var n=Object.assign(Object.assign({},r),{data_source:e,glyph:t}),o=new f.GlyphRenderer(n);return this.add_renderers(o),o},e.prototype.add_tools=function(){for(var t=[],e=0;e<arguments.length;e++)t[e]=arguments[e];this.toolbar.tools=this.toolbar.tools.concat(t)},Object.defineProperty(e.prototype,\"panels\",{get:function(){return this.side_panels.concat(this.center)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"side_panels\",{get:function(){var t=this.above,e=this.below,r=this.left,n=this.right;return a.concat([t,e,r,n])},enumerable:!0,configurable:!0}),e}(s.LayoutDOM);r.Plot=g,g.__name__=\"Plot\",g.init_Plot()},\n function _(t,i,e){var n=t(113),s=t(121),o=t(109),a=t(110),c=t(364),r=t(369),l=function(t){switch(t){case\"tap\":return\"active_tap\";case\"pan\":return\"active_drag\";case\"pinch\":case\"scroll\":return\"active_scroll\";case\"multi\":return\"active_multi\"}return null},h=function(t){return\"tap\"==t||\"pan\"==t},u=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Toolbar=function(){this.prototype.default_view=r.ToolbarBaseView,this.define({active_drag:[s.Any,\"auto\"],active_inspect:[s.Any,\"auto\"],active_scroll:[s.Any,\"auto\"],active_tap:[s.Any,\"auto\"],active_multi:[s.Any,null]})},i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.properties.tools.change,function(){return i._init_tools()})},i.prototype._init_tools=function(){var i=this;if(t.prototype._init_tools.call(this),\"auto\"==this.active_inspect);else if(this.active_inspect instanceof c.InspectTool){for(var e=!1,n=0,s=this.inspectors;n<s.length;n++){(_=s[n])!=this.active_inspect?_.active=!1:e=!0}e||(this.active_inspect=null)}else if(o.isArray(this.active_inspect)){var r=a.intersection(this.active_inspect,this.inspectors);r.length!=this.active_inspect.length&&(this.active_inspect=r);for(var u=0,v=this.inspectors;u<v.length;u++){var _=v[u];a.includes(this.active_inspect,_)||(_.active=!1)}}else if(null==this.active_inspect)for(var p=0,f=this.inspectors;p<f.length;p++){(_=f[p]).active=!1}var g=function(t){t.active?i._active_change(t):t.active=!0};for(var y in this.gestures){(m=this.gestures[y]).tools=a.sort_by(m.tools,function(t){return t.default_order});for(var d=0,b=m.tools;d<b.length;d++){var T=b[d];this.connect(T.properties.active.change,this._active_change.bind(this,T))}}for(var y in this.gestures){var A=l(y);if(A){var m,w=this[A];if(\"auto\"==w)0!=(m=this.gestures[y]).tools.length&&h(y)&&g(m.tools[0]);else null!=w&&(a.includes(this.tools,w)?g(w):this[A]=null)}}},i}(r.ToolbarBase);e.Toolbar=u,u.__name__=\"Toolbar\",u.init_Toolbar()},\n function _(t,n,e){var o=t(113),i=t(365),_=t(368),l=t(121),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n}(i.ButtonToolView);e.InspectToolView=s,s.__name__=\"InspectToolView\";var u=function(t){function n(n){var e=t.call(this,n)||this;return e.event_type=\"move\",e}return o.__extends(n,t),n.init_InspectTool=function(){this.prototype.button_view=_.OnOffButtonView,this.define({toggleable:[l.Boolean,!0]}),this.override({active:!0})},n}(i.ButtonTool);e.InspectTool=u,u.__name__=\"InspectTool\",u.init_InspectTool()},\n function _(t,n,e){var o=t(113),i=t(161),r=t(366),l=t(163),u=t(121),s=t(127),c=t(109),a=t(367),_=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n.prototype.initialize=function(){var n=this;t.prototype.initialize.call(this),this.connect(this.model.change,function(){return n.render()}),this.el.addEventListener(\"click\",function(){return n._clicked()}),this.render()},n.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(a.bk_toolbar_button)},n.prototype.render=function(){l.empty(this.el);var t=this.model.computed_icon;c.isString(t)&&(s.startsWith(t,\"data:image\")?this.el.style.backgroundImage=\"url('\"+t+\"')\":this.el.classList.add(t)),this.el.title=this.model.tooltip},n}(i.DOMView);e.ButtonToolButtonView=_,_.__name__=\"ButtonToolButtonView\";var p=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n}(r.ToolView);e.ButtonToolView=p,p.__name__=\"ButtonToolView\";var h=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n.init_ButtonTool=function(){this.internal({disabled:[u.Boolean,!1]})},Object.defineProperty(n.prototype,\"tooltip\",{get:function(){return this.tool_name},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"computed_icon\",{get:function(){return this.icon},enumerable:!0,configurable:!0}),n}(r.Tool);e.ButtonTool=h,h.__name__=\"ButtonTool\",h.init_ButtonTool()},\n function _(t,e,n){var o=t(113),i=t(121),r=t(162),a=t(110),c=t(166),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(e,t),Object.defineProperty(e.prototype,\"plot_view\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"plot_model\",{get:function(){return this.parent.model},enumerable:!0,configurable:!0}),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){e.model.active?e.activate():e.deactivate()})},e.prototype.activate=function(){},e.prototype.deactivate=function(){},e}(r.View);n.ToolView=u,u.__name__=\"ToolView\";var l=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_Tool=function(){this.internal({active:[i.Boolean,!1]})},Object.defineProperty(e.prototype,\"synthetic_renderers\",{get:function(){return[]},enumerable:!0,configurable:!0}),e.prototype._get_dim_tooltip=function(t,e){switch(e){case\"width\":return t+\" (x-axis)\";case\"height\":return t+\" (y-axis)\";case\"both\":return t}},e.prototype._get_dim_limits=function(t,e,n,o){var i,r=t[0],c=t[1],u=e[0],l=e[1],s=n.bbox.h_range;\"width\"==o||\"both\"==o?(i=[a.min([r,u]),a.max([r,u])],i=[a.max([i[0],s.start]),a.min([i[1],s.end])]):i=[s.start,s.end];var p,_=n.bbox.v_range;return\"height\"==o||\"both\"==o?(p=[a.min([c,l]),a.max([c,l])],p=[a.max([p[0],_.start]),a.min([p[1],_.end])]):p=[_.start,_.end],[i,p]},e}(c.Model);n.Tool=l,l.__name__=\"Tool\",l.init_Tool()},\n function _(o,b,t){o(164),o(163).styles.append('.bk-root .bk-toolbar-hidden {\\n visibility: hidden;\\n opacity: 0;\\n transition: visibility 0.3s linear, opacity 0.3s linear;\\n}\\n.bk-root .bk-toolbar,\\n.bk-root .bk-button-bar {\\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 user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-toolbar .bk-logo {\\n flex-shrink: 0;\\n -webkit-flex-shrink: 0;\\n}\\n.bk-root .bk-toolbar.bk-above,\\n.bk-root .bk-toolbar.bk-below {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n justify-content: flex-end;\\n -webkit-justify-content: flex-end;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-button-bar,\\n.bk-root .bk-toolbar.bk-below .bk-button-bar {\\n display: flex;\\n display: -webkit-flex;\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-logo,\\n.bk-root .bk-toolbar.bk-below .bk-logo {\\n order: 1;\\n -webkit-order: 1;\\n margin-left: 5px;\\n margin-right: 0px;\\n}\\n.bk-root .bk-toolbar.bk-left,\\n.bk-root .bk-toolbar.bk-right {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n justify-content: flex-start;\\n -webkit-justify-content: flex-start;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-button-bar,\\n.bk-root .bk-toolbar.bk-right .bk-button-bar {\\n display: flex;\\n display: -webkit-flex;\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-logo,\\n.bk-root .bk-toolbar.bk-right .bk-logo {\\n order: 0;\\n -webkit-order: 0;\\n margin-bottom: 5px;\\n margin-top: 0px;\\n}\\n.bk-root .bk-toolbar-button {\\n width: 30px;\\n height: 30px;\\n background-size: 60%;\\n background-color: transparent;\\n background-repeat: no-repeat;\\n background-position: center center;\\n}\\n.bk-root .bk-toolbar-button:hover {\\n background-color: #f9f9f9;\\n}\\n.bk-root .bk-toolbar-button:focus {\\n outline: none;\\n}\\n.bk-root .bk-toolbar-button::-moz-focus-inner {\\n border: 0;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-toolbar-button {\\n border-bottom: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-toolbar-button.bk-active {\\n border-bottom-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-below .bk-toolbar-button {\\n border-top: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-below .bk-toolbar-button.bk-active {\\n border-top-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-right .bk-toolbar-button {\\n border-left: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-right .bk-toolbar-button.bk-active {\\n border-left-color: #26aae1;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-toolbar-button {\\n border-right: 2px solid transparent;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-toolbar-button.bk-active {\\n border-right-color: #26aae1;\\n}\\n.bk-root .bk-button-bar + .bk-button-bar:before {\\n content: \" \";\\n display: inline-block;\\n background-color: lightgray;\\n}\\n.bk-root .bk-toolbar.bk-above .bk-button-bar + .bk-button-bar:before,\\n.bk-root .bk-toolbar.bk-below .bk-button-bar + .bk-button-bar:before {\\n height: 10px;\\n width: 1px;\\n}\\n.bk-root .bk-toolbar.bk-left .bk-button-bar + .bk-button-bar:before,\\n.bk-root .bk-toolbar.bk-right .bk-button-bar + .bk-button-bar:before {\\n height: 1px;\\n width: 10px;\\n}\\n'),t.bk_toolbar=\"bk-toolbar\",t.bk_toolbar_hidden=\"bk-toolbar-hidden\",t.bk_toolbar_button=\"bk-toolbar-button\",t.bk_button_bar=\"bk-button-bar\",t.bk_toolbar_button_custom_action=\"bk-toolbar-button-custom-action\"},\n function _(t,e,i){var n=t(113),o=t(365),c=t(240),s=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.active?this.el.classList.add(c.bk_active):this.el.classList.remove(c.bk_active)},e.prototype._clicked=function(){var t=this.model.active;this.model.active=!t},e}(o.ButtonToolButtonView);i.OnOffButtonView=s,s.__name__=\"OnOffButtonView\"},\n function _(t,o,e){var i=t(113),l=t(167),n=t(163),s=t(194),r=t(121),a=t(161),u=t(110),c=t(117),_=t(109),h=t(166),p=t(370),v=t(371),d=t(372),b=t(364),f=t(367),g=t(374),y=t(240),m=function(t){function o(o){return t.call(this,o)||this}return i.__extends(o,t),o.init_ToolbarViewModel=function(){this.define({_visible:[r.Any,null],autohide:[r.Boolean,!1]})},Object.defineProperty(o.prototype,\"visible\",{get:function(){return!this.autohide||null!=this._visible&&this._visible},enumerable:!0,configurable:!0}),o}(h.Model);e.ToolbarViewModel=m,m.__name__=\"ToolbarViewModel\",m.init_ToolbarViewModel();var w=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype.initialize=function(){t.prototype.initialize.call(this),this._tool_button_views={},this._build_tool_button_views(),this._toolbar_view_model=new m({autohide:this.model.autohide})},o.prototype.connect_signals=function(){var o=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.tools.change,function(){o._build_tool_button_views(),o.render()}),this.connect(this.model.properties.autohide.change,function(){o._toolbar_view_model.autohide=o.model.autohide,o._on_visible_change()}),this.connect(this._toolbar_view_model.properties._visible.change,function(){return o._on_visible_change()})},o.prototype.remove=function(){s.remove_views(this._tool_button_views),t.prototype.remove.call(this)},o.prototype._build_tool_button_views=function(){var t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;s.build_views(this._tool_button_views,t,{parent:this},function(t){return t.button_view})},o.prototype.set_visibility=function(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)},o.prototype._on_visible_change=function(){var t=this._toolbar_view_model.visible,o=f.bk_toolbar_hidden;this.el.classList.contains(o)&&t?this.el.classList.remove(o):t||this.el.classList.add(o)},o.prototype.render=function(){var t=this;if(n.empty(this.el),this.el.classList.add(f.bk_toolbar),this.el.classList.add(y.bk_side(this.model.toolbar_location)),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change(),null!=this.model.logo){var o=\"grey\"===this.model.logo?g.bk_grey:null,e=n.a({href:\"https://bokeh.org/\",target:\"_blank\",class:[g.bk_logo,g.bk_logo_small,o]});this.el.appendChild(e)}var i=[],l=function(o){return t._tool_button_views[o.id].el},s=this.model.gestures;for(var r in s)i.push(s[r].tools.map(l));i.push(this.model.actions.map(l)),i.push(this.model.inspectors.filter(function(t){return t.toggleable}).map(l)),i.push(this.model.help.map(l));for(var a=0,u=i;a<u.length;a++){var c=u[a];if(0!==c.length){var _=n.div({class:f.bk_button_bar},c);this.el.appendChild(_)}}},o.prototype.update_layout=function(){},o.prototype.update_position=function(){},o.prototype.after_layout=function(){this._has_finished=!0},o}(a.DOMView);function T(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=w,w.__name__=\"ToolbarBaseView\";var k=function(t){function o(o){return t.call(this,o)||this}return i.__extends(o,t),o.init_ToolbarBase=function(){this.prototype.default_view=w,this.define({tools:[r.Array,[]],logo:[r.Logo,\"normal\"],autohide:[r.Boolean,!1]}),this.internal({gestures:[r.Any,T],actions:[r.Array,[]],inspectors:[r.Array,[]],help:[r.Array,[]],toolbar_location:[r.Location,\"right\"]})},o.prototype.initialize=function(){t.prototype.initialize.call(this),this._init_tools()},o.prototype._init_tools=function(){var t=this,o=function(t,o){if(t.length!=o.length)return!0;var e=new c.Set(o.map(function(t){return t.id}));return u.some(t,function(t){return!e.has(t.id)})},e=this.tools.filter(function(t){return t instanceof b.InspectTool});o(this.inspectors,e)&&(this.inspectors=e);var i=this.tools.filter(function(t){return t instanceof d.HelpTool});o(this.help,i)&&(this.help=i);var n=this.tools.filter(function(t){return t instanceof v.ActionTool});o(this.actions,n)&&(this.actions=n);for(var s=function(o,e){o in t.gestures||l.logger.warn(\"Toolbar: unknown event type '\"+o+\"' for tool: \"+e.type+\" (\"+e.id+\")\")},r={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}},a=0,h=this.tools;a<h.length;a++){var f=h[a];if(f instanceof p.GestureTool&&f.event_type)if(_.isString(f.event_type))r[f.event_type].tools.push(f),s(f.event_type,f);else{r.multi.tools.push(f);for(var g=0,y=f.event_type;g<y.length;g++){s(y[g],f)}}}for(var m=function(t){var e=w.gestures[t];o(e.tools,r[t].tools)&&(e.tools=r[t].tools),e.active&&u.every(e.tools,function(t){return t.id!=e.active.id})&&(e.active=null)},w=this,T=0,k=Object.keys(r);T<k.length;T++){m(k[T])}},Object.defineProperty(o.prototype,\"horizontal\",{get:function(){return\"above\"===this.toolbar_location||\"below\"===this.toolbar_location},enumerable:!0,configurable:!0}),Object.defineProperty(o.prototype,\"vertical\",{get:function(){return\"left\"===this.toolbar_location||\"right\"===this.toolbar_location},enumerable:!0,configurable:!0}),o.prototype._active_change=function(t){var o=t.event_type;if(null!=o)for(var e=0,i=_.isString(o)?[o]:o;e<i.length;e++){var n=i[e];if(t.active){var s=this.gestures[n].active;null!=s&&t!=s&&(l.logger.debug(\"Toolbar: deactivating tool: \"+s.type+\" (\"+s.id+\") for event type '\"+n+\"'\"),s.active=!1),this.gestures[n].active=t,l.logger.debug(\"Toolbar: activating tool: \"+t.type+\" (\"+t.id+\") for event type '\"+n+\"'\")}else this.gestures[n].active=null}},o}(h.Model);e.ToolbarBase=k,k.__name__=\"ToolbarBase\",k.init_ToolbarBase()},\n function _(t,n,e){var o=t(113),u=t(365),r=t(368),i=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n}(u.ButtonToolView);e.GestureToolView=i,i.__name__=\"GestureToolView\";var _=function(t){function n(n){var e=t.call(this,n)||this;return e.button_view=r.OnOffButtonView,e}return o.__extends(n,t),n}(u.ButtonTool);e.GestureTool=_,_.__name__=\"GestureTool\"},\n function _(t,n,o){var i=t(113),e=t(365),c=t(116),u=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype._clicked=function(){this.model.do.emit()},n}(e.ButtonToolButtonView);o.ActionToolButtonView=u,u.__name__=\"ActionToolButtonView\";var l=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this),this.connect(this.model.do,function(){return n.doit()})},n}(e.ButtonToolView);o.ActionToolView=l,l.__name__=\"ActionToolView\";var _=function(t){function n(n){var o=t.call(this,n)||this;return o.button_view=u,o.do=new c.Signal0(o,\"do\"),o}return i.__extends(n,t),n}(e.ButtonTool);o.ActionTool=_,_.__name__=\"ActionTool\"},\n function _(o,t,e){var n=o(113),i=o(371),l=o(121),r=o(373),p=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return n.__extends(t,o),t.prototype.doit=function(){window.open(this.model.redirect)},t}(i.ActionToolView);e.HelpToolView=p,p.__name__=\"HelpToolView\";var _=function(o){function t(t){var e=o.call(this,t)||this;return e.tool_name=\"Help\",e.icon=r.bk_tool_icon_help,e}return n.__extends(t,o),t.init_HelpTool=function(){this.prototype.default_view=p,this.define({help_tooltip:[l.String,\"Click the question mark to learn more about Bokeh plot tools.\"],redirect:[l.String,\"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return 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.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<n.length;s++)e.indexOf(n[s])<0&&Object.prototype.propertyIsEnumerable.call(t,n[s])&&(i[n[s]]=t[n[s]])}return i},r=t(278),a=t(274),o=t(280),l=t(175),h=t(339),_=t(236),u=t(243),d=t(237),p=t(376),c=t(116),v=t(194),g=t(165),f=t(167),m=t(377),y=t(109),b=t(110),w=t(125),x=t(282),O=t(285),k=t(378),S=t(286),z=t(181),R=null,P=function(t){function e(){var e=t.apply(this,arguments)||this;return e.min_border={left:0,top:0,right:0,bottom:0},e}return n.__extends(e,t),e.prototype._measure=function(t){var e=this;t=new x.Sizeable(t).bounded_to(this.sizing.size);var i,n,s,r=this.left_panel.measure({width:0,height:t.height}),a=Math.max(r.width,this.min_border.left),o=this.right_panel.measure({width:0,height:t.height}),l=Math.max(o.width,this.min_border.right),h=this.top_panel.measure({width:t.width,height:0}),_=Math.max(h.height,this.min_border.top),u=this.bottom_panel.measure({width:t.width,height:0}),d=Math.max(u.height,this.min_border.bottom),p=new x.Sizeable(t).shrink_by({left:a,right:l,top:_,bottom:d}),c=this.center_panel.measure(p);return{width:a+c.width+l,height:_+c.height+d,inner:{left:a,right:l,top:_,bottom:d},align:(i=e.center_panel.sizing,n=i.width_policy,s=i.height_policy,\"fixed\"!=n&&\"fixed\"!=s)}},e.prototype._set_geometry=function(e,i){t.prototype._set_geometry.call(this,e,i),this.center_panel.set_geometry(i);var n=this.left_panel.measure({width:0,height:e.height}),s=this.right_panel.measure({width:0,height:e.height}),r=this.top_panel.measure({width:e.width,height:0}),a=this.bottom_panel.measure({width:e.width,height:0}),o=i.left,l=i.top,h=i.right,_=i.bottom;this.top_panel.set_geometry(new z.BBox({left:o,right:h,bottom:l,height:r.height})),this.bottom_panel.set_geometry(new z.BBox({left:o,right:h,top:_,height:a.height})),this.left_panel.set_geometry(new z.BBox({top:l,bottom:_,right:o,width:n.width})),this.right_panel.set_geometry(new z.BBox({top:l,bottom:_,left:h,width:s.width}))},e}(x.Layoutable);i.PlotLayout=P,P.__name__=\"PlotLayout\";var B=function(e){function i(){var t=e.apply(this,arguments)||this;return t._outer_bbox=new z.BBox,t._inner_bbox=new z.BBox,t._needs_paint=!0,t._needs_layout=!1,t}return n.__extends(i,e),Object.defineProperty(i.prototype,\"canvas_overlays\",{get:function(){return this.canvas_view.overlays_el},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"canvas_events\",{get:function(){return this.canvas_view.events_el},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"is_paused\",{get:function(){return null!=this._is_paused&&0!==this._is_paused},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"child_models\",{get:function(){return[]},enumerable:!0,configurable:!0}),i.prototype.pause=function(){null==this._is_paused?this._is_paused=1:this._is_paused+=1},i.prototype.unpause=function(t){if(void 0===t&&(t=!1),null==this._is_paused)throw new Error(\"wasn't paused\");this._is_paused-=1,0!=this._is_paused||t||this.request_paint()},i.prototype.request_render=function(){this.request_paint()},i.prototype.request_paint=function(){this.is_paused||this.throttled_paint()},i.prototype.request_layout=function(){this._needs_layout=!0,this.request_paint()},i.prototype.reset=function(){\"standard\"==this.model.reset_policy&&(this.clear_state(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new p.Reset)},i.prototype.remove=function(){this.ui_event_bus.destroy(),v.remove_views(this.renderer_views),v.remove_views(this.tool_views),this.canvas_view.remove(),e.prototype.remove.call(this)},i.prototype.render=function(){e.prototype.render.call(this),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()},i.prototype.initialize=function(){var i=this;this.pause(),e.prototype.initialize.call(this),this.force_paint=new c.Signal0(this,\"force_paint\"),this.state_changed=new c.Signal0(this,\"state_changed\"),this.lod_started=!1,this.visuals=new g.Visuals(this.model),this._initial_state_info={selection:{},dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.state={history:[],index:-1},this.canvas=new a.Canvas({map:this.model.use_map||!1,use_hidpi:this.model.hidpi,output_backend:this.model.output_backend}),this.frame=new r.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges),this.canvas_view=new this.canvas.default_view({model:this.canvas,parent:this}),\"webgl\"==this.model.output_backend&&this.init_webgl(),this.throttled_paint=m.throttle(function(){return i.force_paint.emit()},15);var n=t(379).UIEvents;this.ui_event_bus=new n(this,this.model.toolbar,this.canvas_view.events_el);var s=this.model,o=s.title_location,l=s.title;null!=o&&null!=l&&(this._title=l instanceof _.Title?l:new _.Title({text:l}));var h=this.model,u=h.toolbar_location,p=h.toolbar;null!=u&&null!=p&&(this._toolbar=new d.ToolbarPanel({toolbar:p}),p.toolbar_location=u),this.renderer_views={},this.tool_views={},this.build_renderer_views(),this.build_tool_views(),this.update_dataranges(),this.unpause(!0),f.logger.debug(\"PlotView initialized\")},i.prototype._width_policy=function(){return null==this.model.frame_width?e.prototype._width_policy.call(this):\"min\"},i.prototype._height_policy=function(){return null==this.model.frame_height?e.prototype._height_policy.call(this):\"min\"},i.prototype._update_layout=function(){var t=this;this.layout=new P,this.layout.set_sizing(this.box_sizing());var e=this.model,i=e.frame_width,n=e.frame_height;this.layout.center_panel=this.frame,this.layout.center_panel.set_sizing(Object.assign(Object.assign({},null!=i?{width_policy:\"fixed\",width:i}:{width_policy:\"fit\"}),null!=n?{height_policy:\"fixed\",height:n}:{height_policy:\"fit\"}));var s=b.copy(this.model.above),r=b.copy(this.model.below),a=b.copy(this.model.left),o=b.copy(this.model.right),l=function(t){switch(t){case\"above\":return s;case\"below\":return r;case\"left\":return a;case\"right\":return o}},h=this.model,u=h.title_location,p=h.title;null!=u&&null!=p&&l(u).push(this._title);var c=this.model,v=c.toolbar_location,g=c.toolbar;if(null!=v&&null!=g){var f=l(v),m=!0;if(this.model.toolbar_sticky)for(var w=0;w<f.length;w++){var x=f[w];if(x instanceof _.Title){f[w]=\"above\"==v||\"below\"==v?[x,this._toolbar]:[this._toolbar,x],m=!1;break}}m&&f.push(this._toolbar)}var z=function(e,i){var n=t.renderer_views[i.id];return n.layout=new k.SidePanel(e,n)},R=function(t,e){for(var i=\"above\"==t||\"below\"==t,n=[],s=0,r=e;s<r.length;s++){var a=r[s];if(y.isArray(a)){var o=a.map(function(e){var n,s=z(t,e);if(e instanceof d.ToolbarPanel){var r=i?\"width_policy\":\"height_policy\";s.set_sizing(Object.assign(Object.assign({},s.sizing),((n={})[r]=\"min\",n)))}return s}),l=void 0;i?(l=new S.Row(o)).set_sizing({width_policy:\"max\",height_policy:\"min\"}):(l=new S.Column(o)).set_sizing({width_policy:\"min\",height_policy:\"max\"}),l.absolute=!0,n.push(l)}else n.push(z(t,a))}return n},B=null!=this.model.min_border?this.model.min_border:0;this.layout.min_border={left:null!=this.model.min_border_left?this.model.min_border_left:B,top:null!=this.model.min_border_top?this.model.min_border_top:B,right:null!=this.model.min_border_right?this.model.min_border_right:B,bottom:null!=this.model.min_border_bottom?this.model.min_border_bottom:B};var M=new O.VStack,j=new O.VStack,E=new O.HStack,L=new O.HStack;M.children=b.reversed(R(\"above\",s)),j.children=R(\"below\",r),E.children=b.reversed(R(\"left\",a)),L.children=R(\"right\",o),M.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),j.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),E.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),L.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),this.layout.top_panel=M,this.layout.bottom_panel=j,this.layout.left_panel=E,this.layout.right_panel=L},Object.defineProperty(i.prototype,\"axis_views\",{get:function(){var t=[];for(var e in this.renderer_views){var i=this.renderer_views[e];i instanceof u.AxisView&&t.push(i)}return t},enumerable:!0,configurable:!0}),i.prototype.set_cursor=function(t){void 0===t&&(t=\"default\"),this.canvas_view.el.style.cursor=t},i.prototype.set_toolbar_visibility=function(t){for(var e=0,i=this.visibility_callbacks;e<i.length;e++){(0,i[e])(t)}},i.prototype.init_webgl=function(){if(null==R){var t=document.createElement(\"canvas\"),e=t.getContext(\"webgl\",{premultipliedAlpha:!0});null!=e&&(R={canvas:t,ctx:e})}null!=R?this.gl=R:f.logger.warn(\"WebGL is not supported, falling back to 2D canvas.\")},i.prototype.prepare_webgl=function(t,e){if(null!=this.gl){var i=this.canvas_view.get_canvas_element();this.gl.canvas.width=i.width,this.gl.canvas.height=i.height;var n=this.gl.ctx;n.enable(n.SCISSOR_TEST);var s=e[0],r=e[1],a=e[2],o=e[3],l=this.canvas_view.bbox,h=l.xview,_=l.yview,u=h.compute(s),d=_.compute(r+o);n.scissor(t*u,t*d,t*a,t*o),n.enable(n.BLEND),n.blendFuncSeparate(n.SRC_ALPHA,n.ONE_MINUS_SRC_ALPHA,n.ONE_MINUS_DST_ALPHA,n.ONE)}},i.prototype.clear_webgl=function(){if(null!=this.gl){var t=this.gl.ctx;t.viewport(0,0,this.gl.canvas.width,this.gl.canvas.height),t.clearColor(0,0,0,0),t.clear(t.COLOR_BUFFER_BIT||t.DEPTH_BUFFER_BIT)}},i.prototype.blit_webgl=function(){var t=this.canvas_view.ctx;if(null!=this.gl){f.logger.debug(\"drawing with WebGL\"),t.restore(),t.drawImage(this.gl.canvas,0,0),t.save();var e=this.canvas.pixel_ratio;t.scale(e,e),t.translate(.5,.5)}},i.prototype.update_dataranges=function(){for(var t={},e={},i=!1,n=0,s=w.values(this.frame.x_ranges).concat(w.values(this.frame.y_ranges));n<s.length;n++){var r=s[n];r instanceof o.DataRange1d&&\"log\"==r.scale_hint&&(i=!0)}for(var a in this.renderer_views){var h=this.renderer_views[a];if(h instanceof l.GlyphRendererView){var _=h.glyph.bounds();if(null!=_&&(t[a]=_),i){var u=h.glyph.log_bounds();null!=u&&(e[a]=u)}}}var d,p=!1,c=!1,v=this.frame.bbox,g=v.width,m=v.height;!1!==this.model.match_aspect&&0!=g&&0!=m&&(d=1/this.model.aspect_scale*(g/m));for(var y=0,b=w.values(this.frame.x_ranges);y<b.length;y++){if((R=b[y])instanceof o.DataRange1d){var x=\"log\"==R.scale_hint?e:t;R.update(x,0,this.model.id,d),R.follow&&(p=!0)}null!=R.bounds&&(c=!0)}for(var O=0,k=w.values(this.frame.y_ranges);O<k.length;O++){if((M=k[O])instanceof o.DataRange1d){x=\"log\"==M.scale_hint?e:t;M.update(x,1,this.model.id,d),M.follow&&(p=!0)}null!=M.bounds&&(c=!0)}if(p&&c){f.logger.warn(\"Follow enabled so bounds are unset.\");for(var S=0,z=w.values(this.frame.x_ranges);S<z.length;S++){var R;(R=z[S]).bounds=null}for(var P=0,B=w.values(this.frame.y_ranges);P<B.length;P++){var M;(M=B[P]).bounds=null}}this.range_update_timestamp=Date.now()},i.prototype.map_to_screen=function(t,e,i,n){return void 0===i&&(i=\"default\"),void 0===n&&(n=\"default\"),this.frame.map_to_screen(t,e,i,n)},i.prototype.push_state=function(t,e){var i=this.state,n=i.history,s=i.index,r=null!=n[s]?n[s].info:{},a=Object.assign(Object.assign(Object.assign({},this._initial_state_info),r),e);this.state.history=this.state.history.slice(0,this.state.index+1),this.state.history.push({type:t,info:a}),this.state.index=this.state.history.length-1,this.state_changed.emit()},i.prototype.clear_state=function(){this.state={history:[],index:-1},this.state_changed.emit()},i.prototype.can_undo=function(){return this.state.index>=0},i.prototype.can_redo=function(){return this.state.index<this.state.history.length-1},i.prototype.undo=function(){this.can_undo()&&(this.state.index-=1,this._do_state_change(this.state.index),this.state_changed.emit())},i.prototype.redo=function(){this.can_redo()&&(this.state.index+=1,this._do_state_change(this.state.index),this.state_changed.emit())},i.prototype._do_state_change=function(t){var e=null!=this.state.history[t]?this.state.history[t].info:this._initial_state_info;null!=e.range&&this.update_range(e.range),null!=e.selection&&this.update_selection(e.selection)},i.prototype.get_selection=function(){for(var t={},e=0,i=this.model.renderers;e<i.length;e++){var n=i[e];if(n instanceof l.GlyphRenderer){var s=n.data_source.selected;t[n.id]=s}}return t},i.prototype.update_selection=function(t){for(var e=0,i=this.model.renderers;e<i.length;e++){var n=i[e];if(n instanceof l.GlyphRenderer){var s=n.data_source;null!=t?null!=t[n.id]&&s.selected.update(t[n.id],!0,!1):s.selection_manager.clear()}}},i.prototype.reset_selection=function(){this.update_selection(null)},i.prototype._update_ranges_together=function(t){for(var e=1,i=0,n=t;i<n.length;i++){var s=n[i],r=s[0],a=s[1];e=Math.min(e,this._get_weight_to_constrain_interval(r,a))}if(e<1)for(var o=0,l=t;o<l.length;o++){var h=l[o];r=h[0];(a=h[1]).start=e*a.start+(1-e)*r.start,a.end=e*a.end+(1-e)*r.end}},i.prototype._update_ranges_individually=function(t,e,i,n){for(var s=!1,r=0,a=t;r<a.length;r++){var o=a[r],l=o[0],h=o[1];if(!i){var _=this._get_weight_to_constrain_interval(l,h);_<1&&(h.start=_*h.start+(1-_)*l.start,h.end=_*h.end+(1-_)*l.end)}if(null!=l.bounds&&\"auto\"!=l.bounds){var u=l.bounds,d=u[0],p=u[1],c=Math.abs(h.end-h.start);l.is_reversed?(null!=d&&d>=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;v<g.length;v++){var f=g[v];l=f[0],h=f[1];l.have_updated_interactively=!0,l.start==h.start&&l.end==h.end||l.setv(h)}},i.prototype._get_weight_to_constrain_interval=function(t,e){var i=t.min_interval,n=t.max_interval;if(null!=t.bounds&&\"auto\"!=t.bounds){var s=t.bounds,r=s[0],a=s[1];if(null!=r&&null!=a){var o=Math.abs(a-r);n=null!=n?Math.min(n,o):o}}var l=1;if(null!=i||null!=n){var h=Math.abs(t.end-t.start),_=Math.abs(e.end-e.start);i>0&&_<i&&(l=(h-i)/(h-_)),n>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<i.length;e++){var n=i[e];if(t.renderer_views[n.id].layout.has_size_changed())return!0}return!1})()&&this.root.compute_layout()},i.prototype.build_renderer_views=function(){var t,e,i,n,s,r,a;this.computed_renderers=[],(t=this.computed_renderers).push.apply(t,this.model.above),(e=this.computed_renderers).push.apply(e,this.model.below),(i=this.computed_renderers).push.apply(i,this.model.left),(n=this.computed_renderers).push.apply(n,this.model.right),(s=this.computed_renderers).push.apply(s,this.model.center),(r=this.computed_renderers).push.apply(r,this.model.renderers),null!=this._title&&this.computed_renderers.push(this._title),null!=this._toolbar&&this.computed_renderers.push(this._toolbar);for(var o=0,l=this.model.toolbar.tools;o<l.length;o++){var h=l[o];null!=h.overlay&&this.computed_renderers.push(h.overlay),(a=this.computed_renderers).push.apply(a,h.synthetic_renderers)}v.build_views(this.renderer_views,this.computed_renderers,{parent:this})},i.prototype.get_renderer_views=function(){var t=this;return this.computed_renderers.map(function(e){return t.renderer_views[e.id]})},i.prototype.build_tool_views=function(){var t=this,e=this.model.toolbar.tools;v.build_views(this.tool_views,e,{parent:this}).map(function(e){return t.ui_event_bus.register_tool(e)})},i.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.force_paint,function(){return t.repaint()});var i=this.frame,n=i.x_ranges,s=i.y_ranges;for(var r in n){var a=n[r];this.connect(a.change,function(){t._needs_layout=!0,t.request_paint()})}for(var r in s){a=s[r];this.connect(a.change,function(){t._needs_layout=!0,t.request_paint()})}this.connect(this.model.properties.renderers.change,function(){return t.build_renderer_views()}),this.connect(this.model.toolbar.properties.tools.change,function(){t.build_renderer_views(),t.build_tool_views()}),this.connect(this.model.change,function(){return t.request_paint()}),this.connect(this.model.reset,function(){return t.reset()})},i.prototype.set_initial_range=function(){var t=!0,e=this.frame,i=e.x_ranges,n=e.y_ranges,s={},r={};for(var a in i){var o=i[a],l=o.start,h=o.end;if(null==l||null==h||y.isStrictNaN(l+h)){t=!1;break}s[a]={start:l,end:h}}if(t)for(var a in n){var _=n[a];l=_.start,h=_.end;if(null==l||null==h||y.isStrictNaN(l+h)){t=!1;break}r[a]={start:l,end:h}}t?(this._initial_state_info.range={xrs:s,yrs:r},f.logger.debug(\"initial ranges set\")):f.logger.warn(\"could not set initial ranges\")},i.prototype.has_finished=function(){if(!e.prototype.has_finished.call(this))return!1;for(var t in this.renderer_views){if(!this.renderer_views[t].has_finished())return!1}return!0},i.prototype.after_layout=function(){if(e.prototype.after_layout.call(this),this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame._width.value),inner_height:Math.round(this.frame._height.value),outer_width:Math.round(this.layout._width.value),outer_height:Math.round(this.layout._height.value)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){var t=this.layout.bbox,i=t.width,n=t.height;this.canvas_view.prepare_canvas(i,n),this._outer_bbox=this.layout.bbox,this._needs_paint=!0}this._inner_bbox.equals(this.frame.inner_bbox)||(this._inner_bbox=this.layout.inner_bbox,this._needs_paint=!0),this._needs_paint&&(this._needs_paint=!1,this.paint())},i.prototype.repaint=function(){this._needs_layout&&this._invalidate_layout(),this.paint()},i.prototype.paint=function(){var t=this;if(!this.is_paused){f.logger.trace(\"PlotView.paint() for \"+this.model.id);var e=this.model.document;if(null!=e){var i=e.interactive_duration();i>=0&&i<this.model.lod_interval?setTimeout(function(){e.interactive_duration()>t.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<r.length;s++)for(var a=r[s],o=0,l=this.computed_renderers;o<l.length;o++){var h=l[o];if(h.level==a){var _=this.renderer_views[h.id];t.save(),(n||_.needs_clip)&&(t.beginPath(),t.rect.apply(t,i),t.clip()),_.render(),t.restore(),_.has_webgl&&(this.blit_webgl(),this.clear_webgl())}}},i.prototype._map_hook=function(t,e){},i.prototype._paint_empty=function(t,e){var i=[0,0,this.layout._width.value,this.layout._height.value],n=i[0],s=i[1],r=i[2],a=i[3],o=e[0],l=e[1],h=e[2],_=e[3];t.clearRect(n,s,r,a),this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(t),t.fillRect(n,s,r,a),t.clearRect(o,l,h,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(o,l,h,_))},i.prototype.save=function(t){switch(this.model.output_backend){case\"canvas\":case\"webgl\":var e=this.canvas_view.get_canvas_element();if(null!=e.msToBlob){var i=e.msToBlob();window.navigator.msSaveBlob(i,t)}else{var n=document.createElement(\"a\");n.href=e.toDataURL(\"image/png\"),n.download=t+\".png\",n.target=\"_blank\",n.dispatchEvent(new MouseEvent(\"click\"))}break;case\"svg\":var s=this.canvas_view._ctx.getSerializedSvg(!0),r=new Blob([s],{type:\"text/plain\"}),a=document.createElement(\"a\");a.download=t+\".svg\",a.innerHTML=\"Download svg\",a.href=window.URL.createObjectURL(r),a.onclick=function(t){return document.body.removeChild(t.target)},a.style.display=\"none\",document.body.appendChild(a),a.click()}},i.prototype.serializable_state=function(){var t=e.prototype.serializable_state.call(this),i=t.children,r=s(t,[\"children\"]),a=this.get_renderer_views().map(function(t){return t.serializable_state()}).filter(function(t){return\"bbox\"in t});return Object.assign(Object.assign({},r),{children:n.__spreadArrays(i,a)})},i}(h.LayoutDOMView);i.PlotView=B,B.__name__=\"PlotView\"},\n function _(t,n,e){var r=t(113),_=this&&this.__decorate||function(t,n,e,r){var _,o=arguments.length,s=o<3?n:null===r?r=Object.getOwnPropertyDescriptor(n,e):r;if(\"object\"==typeof Reflect&&\"function\"==typeof Reflect.decorate)s=Reflect.decorate(t,n,e,r);else for(var i=t.length-1;i>=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<r.length;i++){var s=r[i],o=s.model.level;if((\"annotation\"==o||\"overlay\"==o)&&null!=s.interactive_hit&&s.interactive_hit(t,e))return s}return null},t.prototype._hit_test_frame=function(t,e){return this.plot_view.frame.bbox.contains(t,e)},t.prototype._hit_test_canvas=function(t,e){return this.plot_view.layout.bbox.contains(t,e)},t.prototype._trigger=function(t,e,n){var i=this,r=this.toolbar.gestures,s=t.name,o=s.split(\":\")[0],a=this._hit_test_renderers(e.sx,e.sy),_=this._hit_test_canvas(e.sx,e.sy);switch(o){case\"move\":null!=(v=r[o].active)&&this.trigger(t,e,v.id);var p=this.toolbar.inspectors.filter(function(t){return t.active}),u=\"default\";null!=a?(u=a.cursor(e.sx,e.sy)||u,h.isEmpty(p)||(s=(t=this.move_exit).name)):this._hit_test_frame(e.sx,e.sy)&&(h.isEmpty(p)||(u=\"crosshair\")),this.plot_view.set_cursor(u),this.plot_view.set_toolbar_visibility(_),p.map(function(n){return i.trigger(t,e,n.id)});break;case\"tap\":var l=n.target;if(null!=l&&l!=this.hit_area)return;null!=a&&null!=a.on_hit&&a.on_hit(e.sx,e.sy),null!=(v=r[o].active)&&this.trigger(t,e,v.id);break;case\"scroll\":null!=(v=r[c.is_mobile?\"pinch\":\"scroll\"].active)&&(n.preventDefault(),n.stopPropagation(),this.trigger(t,e,v.id));break;case\"pan\":null!=(v=r[o].active)&&(n.preventDefault(),this.trigger(t,e,v.id));break;default:var v;null!=(v=r[o].active)&&this.trigger(t,e,v.id)}this._trigger_bokeh_event(e)},t.prototype.trigger=function(t,e,n){void 0===n&&(n=null),t.emit({id:n,e:e})},t.prototype._trigger_bokeh_event=function(t){var e=this,n=function(){var n=e.plot_view.frame.xscales.default,i=e.plot_view.frame.yscales.default,r=t.sx,s=t.sy,o=n.invert(r),a=i.invert(s);switch(t.type){case\"wheel\":return new u.MouseWheel(r,s,o,a,t.delta);case\"mousemove\":return new u.MouseMove(r,s,o,a);case\"mouseenter\":return new u.MouseEnter(r,s,o,a);case\"mouseleave\":return new u.MouseLeave(r,s,o,a);case\"tap\":return new u.Tap(r,s,o,a);case\"doubletap\":return new u.DoubleTap(r,s,o,a);case\"press\":return new u.Press(r,s,o,a);case\"pressup\":return new u.PressUp(r,s,o,a);case\"pan\":return new u.Pan(r,s,o,a,t.deltaX,t.deltaY);case\"panstart\":return new u.PanStart(r,s,o,a);case\"panend\":return new u.PanEnd(r,s,o,a);case\"pinch\":return new u.Pinch(r,s,o,a,t.scale);case\"pinchstart\":return new u.PinchStart(r,s,o,a);case\"pinchend\":return new u.PinchEnd(r,s,o,a);case\"rotate\":return new u.Rotate(r,s,o,a,t.rotation);case\"rotatestart\":return new u.RotateStart(r,s,o,a);case\"rotateend\":return new u.RotateEnd(r,s,o,a);default:return}}();null!=n&&this.plot_view.model.trigger_event(n)},t.prototype._get_sxy=function(t){var e=function(t){return\"undefined\"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,n=e.pageX,i=e.pageY,r=o.offset(this.hit_area);return{sx:n-r.left,sy:i-r.top}},t.prototype._pan_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey})},t.prototype._pinch_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey})},t.prototype._rotate_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey})},t.prototype._tap_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey})},t.prototype._move_event=function(t){return Object.assign({type:t.type},this._get_sxy(t))},t.prototype._scroll_event=function(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:a.getDeltaY(t)})},t.prototype._key_event=function(t){return{type:t.type,keyCode:t.keyCode}},t.prototype._pan_start=function(t){var e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)},t.prototype._pan=function(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)},t.prototype._pan_end=function(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)},t.prototype._pinch_start=function(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)},t.prototype._pinch=function(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)},t.prototype._pinch_end=function(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)},t.prototype._rotate_start=function(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)},t.prototype._rotate=function(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)},t.prototype._rotate_end=function(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)},t.prototype._tap=function(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)},t.prototype._doubletap=function(t){var e=this._tap_event(t);this._trigger_bokeh_event(e),this.trigger(this.doubletap,e)},t.prototype._press=function(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)},t.prototype._pressup=function(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)},t.prototype._mouse_enter=function(t){this._trigger(this.move_enter,this._move_event(t),t)},t.prototype._mouse_move=function(t){this._trigger(this.move,this._move_event(t),t)},t.prototype._mouse_exit=function(t){this._trigger(this.move_exit,this._move_event(t),t)},t.prototype._mouse_wheel=function(t){this._trigger(this.scroll,this._scroll_event(t),t)},t.prototype._key_down=function(t){this.trigger(this.keydown,this._key_event(t))},t.prototype._key_up=function(t){this.trigger(this.keyup,this._key_event(t))},t}();n.UIEvents=l,l.__name__=\"UIEvents\"},\n function _(t,e,i){\n /*! Hammer.JS - v2.0.7 - 2016-04-22\n * http://hammerjs.github.io/\n *\n * Copyright (c) 2016 Jorik Tangelder;\n * Licensed under the MIT license */\n !function(t,i,n,r){\"use strict\";var s,o=[\"\",\"webkit\",\"Moz\",\"MS\",\"ms\",\"o\"],a=i.createElement(\"div\"),h=\"function\",u=Math.round,c=Math.abs,l=Date.now;function p(t,e,i){return setTimeout(y(t,i),e)}function f(t,e,i){return!!Array.isArray(t)&&(v(t,i[e],i),!0)}function v(t,e,i){var n;if(t)if(t.forEach)t.forEach(e,i);else if(t.length!==r)for(n=0;n<t.length;)e.call(i,t[n],n,t),n++;else for(n in t)t.hasOwnProperty(n)&&e.call(i,t[n],n,t)}function d(e,i,n){var r=\"DEPRECATED METHOD: \"+i+\"\\n\"+n+\" AT \\n\";return function(){var i=new Error(\"get-stack-trace\"),n=i&&i.stack?i.stack.replace(/^[^\\(]+?[\\n$]/gm,\"\").replace(/^\\s+at\\s+/gm,\"\").replace(/^Object.<anonymous>\\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<arguments.length;i++){var n=arguments[i];if(n!==r&&null!==n)for(var s in n)n.hasOwnProperty(s)&&(e[s]=n[s])}return e}:Object.assign;var m=d(function(t,e,i){for(var n=Object.keys(e),s=0;s<n.length;)(!i||i&&t[n[s]]===r)&&(t[n[s]]=e[n[s]]),s++;return t},\"extend\",\"Use `assign`.\"),g=d(function(t,e){return m(t,e,!0)},\"merge\",\"Use `assign`.\");function T(t,e,i){var n,r=e.prototype;(n=t.prototype=Object.create(r)).constructor=t,n._super=r,i&&s(n,i)}function y(t,e){return function(){return t.apply(e,arguments)}}function E(t,e){return typeof t==h?t.apply(e&&e[0]||r,e):t}function I(t,e){return t===r?e:t}function A(t,e,i){v(b(e),function(e){t.addEventListener(e,i,!1)})}function _(t,e,i){v(b(e),function(e){t.removeEventListener(e,i,!1)})}function C(t,e){for(;t;){if(t==e)return!0;t=t.parentNode}return!1}function S(t,e){return t.indexOf(e)>-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;n<t.length;){if(i&&t[n][i]==e||!i&&t[n]===e)return n;n++}return-1}function D(t){return Array.prototype.slice.call(t,0)}function x(t,e,i){for(var n=[],r=[],s=0;s<t.length;){var o=e?t[s][e]:t[s];P(r,o)<0&&n.push(t[s]),r[s]=o,s++}return i&&(n=e?n.sort(function(t,i){return t[e]>i[e]}):n.sort()),n}function w(t,e){for(var i,n,s=e[0].toUpperCase()+e.slice(1),a=0;a<o.length;){if((n=(i=o[a])?i+s:e)in t)return n;a++}return r}var O=1;function R(e){var i=e.ownerDocument||e;return i.defaultView||i.parentWindow||t}var M=\"ontouchstart\"in t,z=w(t,\"PointerEvent\")!==r,N=M&&/mobile|tablet|ip(ad|hone|od)|android/i.test(navigator.userAgent),X=25,Y=1,F=2,W=4,q=8,k=1,H=2,L=4,U=8,V=16,j=H|L,G=U|V,Z=j|G,B=[\"x\",\"y\"],$=[\"clientX\",\"clientY\"];function J(t,e){var i=this;this.manager=t,this.callback=e,this.element=t.element,this.target=t.options.inputTarget,this.domHandler=function(e){E(t.options.enable,[t])&&i.handler(e)},this.init()}function K(t,e,i){var n=i.pointers.length,s=i.changedPointers.length,o=e&Y&&n-s==0,a=e&(W|q)&&n-s==0;i.isFirst=!!o,i.isFinal=!!a,o&&(t.session={}),i.eventType=e,function(t,e){var i=t.session,n=e.pointers,s=n.length;i.firstInput||(i.firstInput=Q(e));s>1&&!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<t.pointers.length;)e[i]={clientX:u(t.pointers[i].clientX),clientY:u(t.pointers[i].clientY)},i++;return{timeStamp:l(),pointers:e,center:tt(e),deltaX:t.deltaX,deltaY:t.deltaY}}function tt(t){var e=t.length;if(1===e)return{x:u(t[0].clientX),y:u(t[0].clientY)};for(var i=0,n=0,r=0;r<e;)i+=t[r].clientX,n+=t[r].clientY,r++;return{x:u(i/e),y:u(n/e)}}function et(t,e,i){return{x:e/t||0,y:i/t||0}}function it(t,e){return t===e?k:c(t)>=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<s.length;)n[s[r].identifier]=!0,r++;r=0;for(;r<o.length;)n[o[r].identifier]&&a.push(o[r]),e&(W|q)&&delete n[o[r].identifier],r++;if(!a.length)return;return[x(s.concat(a),\"identifier\",!0),a]}.call(this,t,e);i&&this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:\"touch\",srcEvent:t})}});var It=2500,At=25;function _t(){J.apply(this,arguments);var t=y(this.handler,this);this.touch=new Et(this.manager,t),this.mouse=new ht(this.manager,t),this.primaryTouch=null,this.lastTouches=[]}function Ct(t){var e=t.changedPointers[0];if(e.identifier===this.primaryTouch){var i={x:e.clientX,y:e.clientY};this.lastTouches.push(i);var n=this.lastTouches;setTimeout(function(){var t=n.indexOf(i);t>-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<this.lastTouches.length;n++){var r=this.lastTouches[n],s=Math.abs(e-r.x),o=Math.abs(i-r.y);if(s<=At&&o<=At)return!0}return!1}.call(this,i))return;this.callback(t,e,i)}},destroy:function(){this.touch.destroy(),this.mouse.destroy()}});var St=w(a.style,\"touchAction\"),bt=St!==r,Pt=\"auto\",Dt=\"manipulation\",xt=\"none\",wt=\"pan-x\",Ot=\"pan-y\",Rt=function(){if(!bt)return!1;var e={},i=t.CSS&&t.CSS.supports;return[\"auto\",\"manipulation\",\"pan-y\",\"pan-x\",\"pan-x pan-y\",\"none\"].forEach(function(n){e[n]=!i||t.CSS.supports(\"touch-action\",n)}),e}();function Mt(t,e){this.manager=t,this.set(e)}Mt.prototype={set:function(t){\"compute\"==t&&(t=this.compute()),bt&&this.manager.element.style&&Rt[t]&&(this.manager.element.style[St]=t),this.actions=t.toLowerCase().trim()},update:function(){this.set(this.manager.options.touchAction)},compute:function(){var t=[];return v(this.manager.recognizers,function(e){E(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))}),function(t){if(S(t,xt))return xt;var e=S(t,wt),i=S(t,Ot);if(e&&i)return xt;if(e||i)return e?wt:Ot;if(S(t,Dt))return Dt;return Pt}(t.join(\" \"))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=S(n,xt)&&!Rt[xt],s=S(n,Ot)&&!Rt[Ot],o=S(n,wt)&&!Rt[wt];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&i&j||o&&i&G?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var zt=1,Nt=2,Xt=4,Yt=8,Ft=Yt,Wt=16;function qt(t){this.options=s({},this.defaults,t||{}),this.id=O++,this.manager=null,this.options.enable=I(this.options.enable,!0),this.state=zt,this.simultaneous={},this.requireFail=[]}function kt(t){return t&Wt?\"cancel\":t&Yt?\"end\":t&Xt?\"move\":t&Nt?\"start\":\"\"}function Ht(t){return t==V?\"down\":t==U?\"up\":t==H?\"left\":t==L?\"right\":\"\"}function Lt(t,e){var i=e.manager;return i?i.get(t):t}function Ut(){qt.apply(this,arguments)}function Vt(){Ut.apply(this,arguments),this.pX=null,this.pY=null}function jt(){Ut.apply(this,arguments)}function Gt(){qt.apply(this,arguments),this._timer=null,this._input=null}function Zt(){Ut.apply(this,arguments)}function Bt(){Ut.apply(this,arguments)}function $t(){qt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Jt(t,e){return(e=e||{}).recognizers=I(e.recognizers,Jt.defaults.preset),new Kt(t,e)}qt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(f(t,\"recognizeWith\",this))return this;var e=this.simultaneous;return e[(t=Lt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return f(t,\"dropRecognizeWith\",this)?this:(t=Lt(t,this),delete this.simultaneous[t.id],this)},requireFailure:function(t){if(f(t,\"requireFailure\",this))return this;var e=this.requireFail;return-1===P(e,t=Lt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(f(t,\"dropRequireFailure\",this))return this;t=Lt(t,this);var e=P(this.requireFail,t);return e>-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)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),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;t<this.requireFail.length;){if(!(this.requireFail[t].state&(32|zt)))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!E(this.options.enable,[this,e]))return this.reset(),void(this.state=32);this.state&(Ft|Wt|32)&&(this.state=zt),this.state=this.process(e),this.state&(Nt|Xt|Yt|Wt)&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},T(Ut,qt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=e&(Nt|Xt),r=this.attrTest(t);return n&&(i&q||!r)?e|Wt:n||r?i&W?e|Yt:e&Nt?e|Xt:Nt:32}}),T(Vt,Ut,{defaults:{event:\"pan\",threshold:10,pointers:1,direction:Z},getTouchAction:function(){var t=this.options.direction,e=[];return t&j&&e.push(Ot),t&G&&e.push(wt),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(e.direction&j?(r=0===s?k:s<0?H:L,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?k:o<0?U:V,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.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.distance<e.threshold,r=t.deltaTime>e.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<e.threshold,r=t.deltaTime<e.time;if(this.reset(),t.eventType&Y&&0===this.count)return this.failTimeout();if(n&&r&&i){if(t.eventType!=W)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||nt(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=p(function(){this.state=Ft,this.tryEmit()},e.interval,this),Nt):Ft}return 32},failTimeout:function(){return this._timer=p(function(){this.state=32},this.options.interval,this),32},reset:function(){clearTimeout(this._timer)},emit:function(){this.state==Ft&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Jt.VERSION=\"2.0.7\",Jt.defaults={domEvents:!1,touchAction:\"compute\",enable:!0,inputTarget:null,inputClass:null,preset:[[Zt,{enable:!1}],[jt,{enable:!1},[\"rotate\"]],[Bt,{direction:j}],[Vt,{direction:j},[\"swipe\"]],[$t],[$t,{event:\"doubletap\",taps:2},[\"tap\"]],[Gt]],cssProps:{userSelect:\"none\",touchSelect:\"none\",touchCallout:\"none\",contentZooming:\"none\",userDrag:\"none\",tapHighlightColor:\"rgba(0,0,0,0)\"}};function Kt(t,e){var i;this.options=s({},Jt.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(z?ft:N?Et:M?_t:ht))(i,K),this.touchAction=new Mt(this,this.options.touchAction),Qt(this,!0),v(this.options.recognizers,function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])},this)}function Qt(t,e){var i,n=t.element;n.style&&(v(t.options.cssProps,function(r,s){i=w(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||\"\"}),e||(t.oldCssProps={}))}Kt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&r.state&Ft)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&i.state&(Nt|Xt|Yt)&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof qt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(f(t,\"add\",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(f(t,\"remove\",this))return this;if(t=this.get(t)){var e=this.recognizers,i=P(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return v(b(t),function(t){i[t]=i[t]||[],i[t].push(e)}),this}},off:function(t,e){if(t!==r){var i=this.handlers;return v(b(t),function(t){e?i[t]&&i[t].splice(P(i[t],e),1):delete i[t]}),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent(\"Event\");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&Qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Jt,{INPUT_START:Y,INPUT_MOVE:F,INPUT_END:W,INPUT_CANCEL:q,STATE_POSSIBLE:zt,STATE_BEGAN:Nt,STATE_CHANGED:Xt,STATE_ENDED:Yt,STATE_RECOGNIZED:Ft,STATE_CANCELLED:Wt,STATE_FAILED:32,DIRECTION_NONE:k,DIRECTION_LEFT:H,DIRECTION_RIGHT:L,DIRECTION_UP:U,DIRECTION_DOWN:V,DIRECTION_HORIZONTAL:j,DIRECTION_VERTICAL:G,DIRECTION_ALL:Z,Manager:Kt,Input:J,TouchAction:Mt,TouchInput:Et,MouseInput:ht,PointerEventInput:ft,TouchMouseInput:_t,SingleTouchInput:gt,Recognizer:qt,AttrRecognizer:Ut,Tap:$t,Pan:Vt,Swipe:Bt,Pinch:jt,Rotate:Zt,Press:Gt,on:A,off:_,each:v,merge:g,extend:m,assign:s,inherit:T,bindFn:y,prefixed:w}),(void 0!==t?t:\"undefined\"!=typeof self?self:{}).Hammer=Jt,\"function\"==typeof define&&define.amd?define(function(){return Jt}):void 0!==e&&e.exports?e.exports=Jt:t.Hammer=Jt}(window,document)},\n function _(t,e,n){function a(t){var e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}n.getDeltaY=function(t){var e,n=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:n*=a((e=t.target).offsetParent||document.body)||a(e)||16;break;case t.DOM_DELTA_PAGE:n*=function(t){return t.clientHeight}(t.target)}return n}},\n function _(t,e,o){var i=t(113),n=t(116),s=t(132),a=t(375),p=new n.Signal0({},\"gmaps_ready\"),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){var e=this;this.pause(),t.prototype.initialize.call(this),this._tiles_loaded=!1,this.zoom_count=0;var o=this.model.map_options,i=o.zoom,n=o.lat,s=o.lng;this.initial_zoom=i,this.initial_lat=n,this.initial_lng=s,this.canvas_view.map_el.style.position=\"absolute\",\"undefined\"!=typeof google&&null!=google.maps||(void 0===window._bokeh_gmaps_callback&&function(t){window._bokeh_gmaps_callback=function(){return p.emit()};var e=document.createElement(\"script\");e.type=\"text/javascript\",e.src=\"https://maps.googleapis.com/maps/api/js?v=3.36&key=\"+t+\"&callback=_bokeh_gmaps_callback\",document.body.appendChild(e)}(this.model.api_key),p.connect(function(){return e.request_render()})),this.unpause()},e.prototype.update_range=function(e){if(null==e)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),t.prototype.update_range.call(this,null);else if(null!=e.sdx||null!=e.sdy)this.map.panBy(e.sdx||0,e.sdy||0),t.prototype.update_range.call(this,e);else if(null!=e.factor){var o=void 0;if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),t.prototype.update_range.call(this,e),o=e.factor<0?-1:1;var i=this.map.getZoom(),n=i+o;if(n>=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();o<c.length;o++){var u=c[o],s=Array.from(r[u]),l=Array.from(i[u]);i[u]=s.concat(l).slice(-e)}this.data=i}},a.init_WebDataSource=function(){this.define({mode:[r.UpdateMode,\"replace\"],max_size:[r.Number],adapter:[r.Any,null],data_url:[r.String]})},a}(n.ColumnDataSource);e.WebDataSource=o,o.__name__=\"WebDataSource\",o.init_WebDataSource()},\n function _(t,e,i){var r=t(113),o=t(391),a=t(167),n=t(121),s=function(t){function e(e){var i=t.call(this,e)||this;return i.initialized=!1,i}return r.__extends(e,t),e.init_AjaxDataSource=function(){this.define({content_type:[n.String,\"application/json\"],http_headers:[n.Any,{}],method:[n.HTTPMethod,\"POST\"],if_modified:[n.Boolean,!1]})},e.prototype.destroy=function(){null!=this.interval&&clearInterval(this.interval),t.prototype.destroy.call(this)},e.prototype.setup=function(){var t=this;if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),this.polling_interval)){this.interval=setInterval(function(){return t.get_data(t.mode,t.max_size,t.if_modified)},this.polling_interval)}},e.prototype.get_data=function(t,e,i){var r=this;void 0===e&&(e=0),void 0===i&&(i=!1);var o=this.prepare_request();o.addEventListener(\"load\",function(){return r.do_load(o,t,e)}),o.addEventListener(\"error\",function(){return r.do_error(o)}),o.send()},e.prototype.prepare_request=function(){var t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader(\"Content-Type\",this.content_type);var e=this.http_headers;for(var i in e){var r=e[i];t.setRequestHeader(i,r)}return t},e.prototype.do_load=function(t,e,i){if(200===t.status){var r=JSON.parse(t.responseText);this.load_data(r,e,i)}},e.prototype.do_error=function(t){a.logger.error(\"Failed to fetch JSON from \"+this.data_url+\" with code \"+t.status)},e}(o.RemoteDataSource);i.AjaxDataSource=s,s.__name__=\"AjaxDataSource\",s.init_AjaxDataSource()},\n function _(t,e,i){var n=t(113),o=t(389),a=t(121),r=function(t){function e(e){return 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t._update_data()})},t.prototype._update_data=function(){this.data=this.geojson_to_column_data()},t.prototype._get_new_list_array=function(e){return s.range(0,e).map(function(e){return[]})},t.prototype._get_new_nan_array=function(e){return s.range(0,e).map(function(e){return NaN})},t.prototype._add_properties=function(e,t,r,o){var n=e.properties||{};for(var a in n)t.hasOwnProperty(a)||(t[a]=this._get_new_nan_array(o)),t[a][r]=l(n[a])},t.prototype._add_geometry=function(e,t,r){function o(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case\"Point\":var n=e.coordinates,i=n[0],s=n[1],u=n[2];t.x[r]=i,t.y[r]=s,t.z[r]=l(u);break;case\"LineString\":for(var _=e.coordinates,c=0;c<_.length;c++){var g=_[c];i=g[0],s=g[1],u=g[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;case\"Polygon\":e.coordinates.length>1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");var h=e.coordinates[0];for(c=0;c<h.length;c++){var p=h[c];i=p[0],s=p[1],u=p[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;case\"MultiPoint\":a.logger.warn(\"MultiPoint not supported in Bokeh\");break;case\"MultiLineString\":for(_=e.coordinates.reduce(o),c=0;c<_.length;c++){var y=_[c];i=y[0],s=y[1],u=y[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;case\"MultiPolygon\":for(var d=[],f=0,m=e.coordinates;f<m.length;f++){var w=m[f];w.length>1&&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 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r,o,n,l,_,u,c=this.string_lookup_replace(this.url,this.extra_url_vars);return this.use_latlon?(l=(r=this.get_tile_geographic_bounds(e,t,i))[0],u=r[1],n=r[2],_=r[3]):(l=(o=this.get_tile_meter_bounds(e,t,i))[0],u=o[1],n=o[2],_=o[3]),c.replace(\"{XMIN}\",l.toString()).replace(\"{YMIN}\",u.toString()).replace(\"{XMAX}\",n.toString()).replace(\"{YMAX}\",_.toString())},t}(o.MercatorTileSource);i.BBoxTileSource=l,l.__name__=\"BBoxTileSource\",l.init_BBoxTileSource()},\n function _(t,e,i){var o=t(113),r=t(398),n=t(121),_=t(110),s=t(399),u=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_MercatorTileSource=function(){this.define({snap_to_zoom:[n.Boolean,!1],wrap_around:[n.Boolean,!0]}),this.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},e.prototype.initialize=function(){var e=this;t.prototype.initialize.call(this),this._resolutions=_.range(this.min_zoom,this.max_zoom+1).map(function(t){return e.get_resolution(t)})},e.prototype._computed_initial_resolution=function(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size},e.prototype.is_valid_tile=function(t,e,i){return!(!this.wrap_around&&(t<0||t>=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;s<u.length;s++){if(n>u[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)<Math.abs(t-n)?e:t});return this._resolutions.indexOf(_)},e.prototype.snap_to_zoom_level=function(t,e,i,o){var r=t[0],n=t[1],_=t[2],s=t[3],u=this._resolutions[o],a=i*u,l=e*u;if(!this.snap_to_zoom){var p=(_-r)/a,h=(s-n)/l;p>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<<i)-e]},e.prototype.meters_to_tile=function(t,e,i){var o=this.meters_to_pixels(t,e,i),r=o[0],n=o[1];return this.pixels_to_tile(r,n)},e.prototype.get_tile_meter_bounds=function(t,e,i){var o=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),r=o[0],n=o[1],_=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[r,n,_[0],_[1]]},e.prototype.get_tile_geographic_bounds=function(t,e,i){var o=this.get_tile_meter_bounds(t,e,i),r=s.meters_extent_to_geographic(o);return[r[0],r[1],r[2],r[3]]},e.prototype.get_tiles_by_extent=function(t,e,i){void 0===i&&(i=1);var o=t[0],r=t[1],n=t[2],_=t[3],s=this.meters_to_tile(o,r,e),u=s[0],a=s[1],l=this.meters_to_tile(n,_,e),p=l[0],h=l[1];u-=i,a-=i,p+=i;for(var y=[],c=h+=i;c>=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<<r-1;switch(t.charAt(o-r)){case\"0\":continue;case\"1\":e|=n;break;case\"2\":i|=n;break;case\"3\":e|=n,i|=n;break;default:throw new TypeError(\"Invalid Quadkey: \"+t)}}return[e,i,o]},e.prototype.tile_xyz_to_quadkey=function(t,e,i){for(var o=\"\",r=i;r>0;r--){var n=1<<r-1,_=0;0!=(t&n)&&(_+=1),0!=(e&n)&&(_+=2),o+=_.toString()}return o},e.prototype.children_by_tile_xyz=function(t,e,i){for(var o=this.tile_xyz_to_quadkey(t,e,i),r=[],n=0;n<=3;n++){var _=this.quadkey_to_tile_xyz(o+n.toString()),s=_[0],u=_[1],a=_[2],l=this.get_tile_meter_bounds(s,u,a);r.push([s,u,a,l])}return r},e.prototype.get_closest_parent_by_tile_xyz=function(t,e,i){var o,r,n,_=this.calculate_world_x_by_tile_xyz(t,e,i);t=(o=this.normalize_xyz(t,e,i))[0],e=o[1],i=o[2];for(var s=this.tile_xyz_to_quadkey(t,e,i);s.length>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;t<i.length;t++){if(!i[t].finished)return!1}return!0},t.prototype.render=function(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()},t.prototype._draw_tile=function(e){var t=this.model.tile_source.tiles.get(e);if(null!=t&&t.loaded){var i=this.plot_view.map_to_screen([t.bounds[0]],[t.bounds[3]]),n=i[0][0],a=i[1][0],r=this.plot_view.map_to_screen([t.bounds[2]],[t.bounds[1]]),_=r[0][0]-n,s=r[1][0]-a,o=n,l=a,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(t.img,o,l,_,s),this.map_canvas.setImageSmoothingEnabled(h),t.finished=!0}},t.prototype._set_rect=function(){var e=this.plot_model.properties.outline_line_width.value(),t=this.map_frame._left.value+e/2,i=this.map_frame._top.value+e/2,n=this.map_frame._width.value-e,a=this.map_frame._height.value-e;this.map_canvas.rect(t,i,n,a),this.map_canvas.clip()},t.prototype._render_tiles=function(e){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(var t=0,i=e;t<i.length;t++){var n=i[t];this._draw_tile(n)}this.map_canvas.restore()},t.prototype._prefetch_tiles=function(){for(var e=this.model.tile_source,t=this.get_extent(),i=this.map_frame._height.value,n=this.map_frame._width.value,a=this.model.tile_source.get_level_by_extent(t,i,n),r=this.model.tile_source.get_tiles_by_extent(t,a),_=0,s=Math.min(10,r.length);_<s;_++)for(var o=r[_],l=o[0],h=o[1],u=o[2],p=0,d=this.model.tile_source.children_by_tile_xyz(l,h,u);p<d.length;p++){var c=d[p],m=c[0],f=c[1],g=c[2],v=c[3];e.tiles.has(e.tile_xyz_to_key(m,f,g))||this._create_tile(m,f,g,v,!0)}},t.prototype._fetch_tiles=function(e){for(var t=0,i=e;t<i.length;t++){var n=i[t],a=n[0],r=n[1],_=n[2],s=n[3];this._create_tile(a,r,_,s)}},t.prototype._update=function(){var e=this,t=this.model.tile_source,i=t.min_zoom,n=t.max_zoom,a=this.get_extent(),r=this.extent[2]-this.extent[0]<a[2]-a[0],_=this.map_frame._height.value,s=this.map_frame._width.value,o=t.get_level_by_extent(a,_,s),l=!1;o<i?(a=this.extent,o=i,l=!0):o>n&&(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;f<g.length;f++){var v=g[f],y=v[0],x=v[1],b=v[2],w=t.tile_xyz_to_key(y,x,b),z=t.tiles.get(w);if(null!=z&&z.loaded)d.push(w);else if(this.model.render_parents){var T=t.get_closest_parent_by_tile_xyz(y,x,b),k=T[0],R=T[1],S=T[2],j=t.tile_xyz_to_key(k,R,S),I=t.tiles.get(j);if(null!=I&&I.loaded&&!h.includes(c,j)&&c.push(j),r)for(var O=0,q=t.children_by_tile_xyz(y,x,b);O<q.length;O++){var P=q[O],E=P[0],M=P[1],C=P[2],D=t.tile_xyz_to_key(E,M,C);t.tiles.has(D)&&m.push(D)}}null==z&&p.push(v)}this._render_tiles(c),this._render_tiles(m),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout(function(){return e._fetch_tiles(p)},65)},t}(r.DataRendererView);i.TileRendererView=m,m.__name__=\"TileRendererView\";var f=function(e){function t(t){var i=e.call(this,t)||this;return i._selection_manager=new p.SelectionManager({source:new d.ColumnDataSource}),i}return n.__extends(t,e),t.init_TileRenderer=function(){this.prototype.default_view=m,this.define({alpha:[o.Number,1],smoothing:[o.Boolean,!0],tile_source:[o.Instance,function(){return new a.WMTSTileSource}],render_parents:[o.Boolean,!0]})},t.prototype.get_selection_manager=function(){return this._selection_manager},t}(r.DataRenderer);i.TileRenderer=f,f.__name__=\"TileRenderer\",f.init_TileRenderer()},\n function _(t,r,e){var i=t(113),n=function(t){function r(r){return t.call(this,r)||this}return i.__extends(r,t),r.prototype.get_image_url=function(t,r,e){var i=this.string_lookup_replace(this.url,this.extra_url_vars),n=this.tms_to_wmts(t,r,e),o=n[0],_=n[1],u=n[2];return i.replace(\"{X}\",o.toString()).replace(\"{Y}\",_.toString()).replace(\"{Z}\",u.toString())},r}(t(397).MercatorTileSource);e.WMTSTileSource=n,n.__name__=\"WMTSTileSource\"},\n function _(t,i,n){t(164),t(163).styles.append(\".bk-root .bk-tile-attribution a {\\n color: black;\\n}\\n\"),n.bk_tile_attribution=\"bk-tile-attribution\"},\n function _(r,e,t){var i=r(113),n=function(r){function e(e){return r.call(this,e)||this}return i.__extends(e,r),e.prototype.get_image_url=function(r,e,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{X}\",r.toString()).replace(\"{Y}\",e.toString()).replace(\"{Z}\",t.toString())},e}(r(397).MercatorTileSource);t.TMSTileSource=n,n.__name__=\"TMSTileSource\"},\n function _(e,a,r){var t=e(406);r.CanvasTexture=t.CanvasTexture;var u=e(408);r.ImageURLTexture=u.ImageURLTexture;var x=e(407);r.Texture=x.Texture},\n function _(e,t,n){var r=e(113),i=e(407),a=e(121),u=e(127),c=function(t){function n(e){return t.call(this,e)||this}return r.__extends(n,t),n.init_CanvasTexture=function(){this.define({code:[a.String]})},Object.defineProperty(n.prototype,\"func\",{get:function(){var e=u.use_strict(this.code);return new Function(\"ctx\",\"color\",\"scale\",\"weight\",\"require\",\"exports\",e)},enumerable:!0,configurable:!0}),n.prototype.get_pattern=function(t,n,r){var i=this;return function(a){var u=document.createElement(\"canvas\");u.width=n,u.height=n;var c=u.getContext(\"2d\");return i.func.call(i,c,t,n,r,e,{}),a.createPattern(u,i.repetition)}},n}(i.Texture);n.CanvasTexture=c,c.__name__=\"CanvasTexture\",c.init_CanvasTexture()},\n function _(e,t,n){var i=e(113),r=e(166),o=e(121),u=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Texture=function(){this.define({repetition:[o.TextureRepetition,\"repeat\"]})},t.prototype.onload=function(e){e()},t}(r.Model);n.Texture=u,u.__name__=\"Texture\",u.init_Texture()},\n function _(t,e,n){var i=t(113),r=t(407),o=t(121),a=t(318),u=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_ImageURLTexture=function(){this.define({url:[o.String]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this._loader=new a.ImageLoader(this.url)},e.prototype.get_pattern=function(t,e,n){var i=this;return function(t){return i._loader.finished?t.createPattern(i._loader.image,i.repetition):null}},e.prototype.onload=function(t){this._loader.promise.then(function(){return t()})},e}(r.Texture);n.ImageURLTexture=u,u.__name__=\"ImageURLTexture\",u.init_ImageURLTexture()},\n function _(o,l,T){var a=o(371);T.ActionTool=a.ActionTool;var r=o(410);T.CustomAction=r.CustomAction;var e=o(372);T.HelpTool=e.HelpTool;var v=o(411);T.RedoTool=v.RedoTool;var t=o(412);T.ResetTool=t.ResetTool;var n=o(413);T.SaveTool=n.SaveTool;var s=o(414);T.UndoTool=s.UndoTool;var P=o(415);T.ZoomInTool=P.ZoomInTool;var c=o(417);T.ZoomOutTool=c.ZoomOutTool;var i=o(365);T.ButtonTool=i.ButtonTool;var d=o(418);T.EditTool=d.EditTool;var m=o(419);T.BoxEditTool=m.BoxEditTool;var x=o(420);T.FreehandDrawTool=x.FreehandDrawTool;var y=o(421);T.PointDrawTool=y.PointDrawTool;var B=o(422);T.PolyDrawTool=B.PolyDrawTool;var S=o(423);T.PolyTool=S.PolyTool;var u=o(424);T.PolyEditTool=u.PolyEditTool;var b=o(425);T.BoxSelectTool=b.BoxSelectTool;var h=o(428);T.BoxZoomTool=h.BoxZoomTool;var Z=o(370);T.GestureTool=Z.GestureTool;var p=o(429);T.LassoSelectTool=p.LassoSelectTool;var w=o(430);T.PanTool=w.PanTool;var C=o(431);T.PolySelectTool=C.PolySelectTool;var D=o(432);T.RangeTool=D.RangeTool;var E=o(426);T.SelectTool=E.SelectTool;var H=o(433);T.TapTool=H.TapTool;var R=o(434);T.WheelPanTool=R.WheelPanTool;var A=o(435);T.WheelZoomTool=A.WheelZoomTool;var I=o(436);T.CrosshairTool=I.CrosshairTool;var W=o(437);T.CustomJSHover=W.CustomJSHover;var g=o(438);T.HoverTool=g.HoverTool;var F=o(364);T.InspectTool=F.InspectTool;var G=o(366);T.Tool=G.Tool;var J=o(439);T.ToolProxy=J.ToolProxy;var L=o(363);T.Toolbar=L.Toolbar;var O=o(369);T.ToolbarBase=O.ToolbarBase;var U=o(440);T.ProxyToolbar=U.ProxyToolbar;var f=o(440);T.ToolbarBox=f.ToolbarBox},\n function _(t,o,n){var i=t(113),e=t(371),c=t(121),u=t(367),s=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype.css_classes=function(){return t.prototype.css_classes.call(this).concat(u.bk_toolbar_button_custom_action)},o}(e.ActionToolButtonView);n.CustomActionButtonView=s,s.__name__=\"CustomActionButtonView\";var l=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype.doit=function(){null!=this.model.callback&&this.model.callback.execute(this.model)},o}(e.ActionToolView);n.CustomActionView=l,l.__name__=\"CustomActionView\";var r=function(t){function o(o){var n=t.call(this,o)||this;return n.tool_name=\"Custom Action\",n.button_view=s,n}return i.__extends(o,t),o.init_CustomAction=function(){this.prototype.default_view=l,this.define({action_tooltip:[c.String,\"Perform a Custom Action\"],callback:[c.Any],icon:[c.String]})},Object.defineProperty(o.prototype,\"tooltip\",{get:function(){return this.action_tooltip},enumerable:!0,configurable:!0}),o}(e.ActionTool);n.CustomAction=r,r.__name__=\"CustomAction\",r.init_CustomAction()},\n function _(o,t,n){var e=o(113),i=o(371),_=o(373),l=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return e.__extends(t,o),t.prototype.connect_signals=function(){var t=this;o.prototype.connect_signals.call(this),this.connect(this.plot_view.state_changed,function(){return t.model.disabled=!t.plot_view.can_redo()})},t.prototype.doit=function(){this.plot_view.redo()},t}(i.ActionToolView);n.RedoToolView=l,l.__name__=\"RedoToolView\";var c=function(o){function t(t){var n=o.call(this,t)||this;return n.tool_name=\"Redo\",n.icon=_.bk_tool_icon_redo,n}return e.__extends(t,o),t.init_RedoTool=function(){this.prototype.default_view=l,this.override({disabled:!0})},t}(i.ActionTool);n.RedoTool=c,c.__name__=\"RedoTool\",c.init_RedoTool()},\n function _(t,e,o){var n=t(113),i=t(371),_=t(373),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.doit=function(){this.plot_view.reset()},e}(i.ActionToolView);o.ResetToolView=l,l.__name__=\"ResetToolView\";var s=function(t){function e(e){var o=t.call(this,e)||this;return o.tool_name=\"Reset\",o.icon=_.bk_tool_icon_reset,o}return n.__extends(e,t),e.init_ResetTool=function(){this.prototype.default_view=l},e}(i.ActionTool);o.ResetTool=s,s.__name__=\"ResetTool\",s.init_ResetTool()},\n function _(o,t,n){var e=o(113),i=o(371),_=o(373),a=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return e.__extends(t,o),t.prototype.doit=function(){this.plot_view.save(\"bokeh_plot\")},t}(i.ActionToolView);n.SaveToolView=a,a.__name__=\"SaveToolView\";var l=function(o){function t(t){var n=o.call(this,t)||this;return n.tool_name=\"Save\",n.icon=_.bk_tool_icon_save,n}return e.__extends(t,o),t.init_SaveTool=function(){this.prototype.default_view=a},t}(i.ActionTool);n.SaveTool=l,l.__name__=\"SaveTool\",l.init_SaveTool()},\n function _(o,n,t){var i=o(113),e=o(371),_=o(373),l=function(o){function n(){return null!==o&&o.apply(this,arguments)||this}return i.__extends(n,o),n.prototype.connect_signals=function(){var n=this;o.prototype.connect_signals.call(this),this.connect(this.plot_view.state_changed,function(){return n.model.disabled=!n.plot_view.can_undo()})},n.prototype.doit=function(){this.plot_view.undo()},n}(e.ActionToolView);t.UndoToolView=l,l.__name__=\"UndoToolView\";var c=function(o){function n(n){var t=o.call(this,n)||this;return t.tool_name=\"Undo\",t.icon=_.bk_tool_icon_undo,t}return i.__extends(n,o),n.init_UndoTool=function(){this.prototype.default_view=l,this.override({disabled:!0})},n}(e.ActionTool);t.UndoTool=c,c.__name__=\"UndoTool\",c.init_UndoTool()},\n function _(o,t,n){var i=o(113),e=o(371),_=o(416),l=o(121),s=o(373),r=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return i.__extends(t,o),t.prototype.doit=function(){var o=this.plot_view.frame,t=this.model.dimensions,n=\"width\"==t||\"both\"==t,i=\"height\"==t||\"both\"==t,e=_.scale_range(o,this.model.factor,n,i);this.plot_view.push_state(\"zoom_out\",{range:e}),this.plot_view.update_range(e,!1,!0),this.model.document&&this.model.document.interactive_start(this.plot_model)},t}(e.ActionToolView);n.ZoomInToolView=r,r.__name__=\"ZoomInToolView\";var m=function(o){function t(t){var n=o.call(this,t)||this;return n.tool_name=\"Zoom In\",n.icon=s.bk_tool_icon_zoom_in,n}return i.__extends(t,o),t.init_ZoomInTool=function(){this.prototype.default_view=r,this.define({factor:[l.Percent,.1],dimensions:[l.Dimensions,\"both\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),t}(e.ActionTool);n.ZoomInTool=m,m.__name__=\"ZoomInTool\",m.init_ZoomInTool()},\n function _(r,n,a){var e=r(111);function o(r,n,a){var e=[r.start,r.end],o=e[0],t=e[1],i=null!=a?a:(t+o)/2;return[o-(o-i)*n,t-(t-i)*n]}function t(r,n){var a=n[0],e=n[1],o={};for(var t in r){var i=r[t].r_invert(a,e),l=i[0],v=i[1];o[t]={start:l,end:v}}return o}a.scale_highlow=o,a.get_info=t,a.scale_range=function(r,n,a,i,l){void 0===a&&(a=!0),void 0===i&&(i=!0),n=e.clamp(n,-.9,.9);var v=a?n:0,c=o(r.bbox.h_range,v,null!=l?l.x:void 0),s=c[0],u=c[1],f=t(r.xscales,[s,u]),_=i?n:0,d=o(r.bbox.v_range,_,null!=l?l.y:void 0),g=d[0],x=d[1];return{xrs:f,yrs:t(r.yscales,[g,x]),factor:n}}},\n function _(o,t,e){var i=o(113),n=o(371),_=o(416),l=o(121),s=o(373),r=function(o){function t(){return null!==o&&o.apply(this,arguments)||this}return i.__extends(t,o),t.prototype.doit=function(){var o=this.plot_view.frame,t=this.model.dimensions,e=\"width\"==t||\"both\"==t,i=\"height\"==t||\"both\"==t,n=_.scale_range(o,-this.model.factor,e,i);this.plot_view.push_state(\"zoom_out\",{range:n}),this.plot_view.update_range(n,!1,!0),this.model.document&&this.model.document.interactive_start(this.plot_model)},t}(n.ActionToolView);e.ZoomOutToolView=r,r.__name__=\"ZoomOutToolView\";var u=function(o){function t(t){var e=o.call(this,t)||this;return e.tool_name=\"Zoom Out\",e.icon=s.bk_tool_icon_zoom_out,e}return i.__extends(t,o),t.init_ZoomOutTool=function(){this.prototype.default_view=r,this.define({factor:[l.Percent,.1],dimensions:[l.Dimensions,\"both\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),t}(n.ActionTool);e.ZoomOutTool=u,u.__name__=\"ZoomOutTool\",u.init_ZoomOutTool()},\n function _(e,t,o){var n=e(113),r=e(121),i=e(110),a=e(109),s=e(370),_=function(e){function t(){var t=e.apply(this,arguments)||this;return t._mouse_in_frame=!0,t}return n.__extends(t,e),t.prototype._move_enter=function(e){this._mouse_in_frame=!0},t.prototype._move_exit=function(e){this._mouse_in_frame=!1},t.prototype._map_drag=function(e,t,o){var n=this.plot_view.frame;return n.bbox.contains(e,t)?[n.xscales[o.x_range_name].invert(e),n.yscales[o.y_range_name].invert(t)]:null},t.prototype._delete_selected=function(e){var t=e.data_source,o=t.selected.indices;o.sort();for(var n=0,r=t.columns();n<r.length;n++)for(var i=r[n],a=t.get_array(i),s=0;s<o.length;s++){var _=o[s];a.splice(_-s,1)}this._emit_cds_changes(t)},t.prototype._pop_glyphs=function(e,t){var o=e.columns();if(t&&o.length)for(var n=0,r=o;n<r.length;n++){var i=r[n],s=e.get_array(i),_=s.length-t+1;_<1||(a.isArray(s)||(s=Array.from(s),e.data[i]=s),s.splice(0,_))}},t.prototype._emit_cds_changes=function(e,t,o,n){void 0===t&&(t=!0),void 0===o&&(o=!0),void 0===n&&(n=!0),o&&e.selection_manager.clear(),t&&e.change.emit(),n&&(e.data=e.data,e.properties.data.change.emit())},t.prototype._drag_points=function(e,t){if(null!=this._basepoint){for(var o=this._basepoint,n=o[0],r=o[1],i=0,a=t;i<a.length;i++){var s=a[i],_=this._map_drag(n,r,s),l=this._map_drag(e.sx,e.sy,s);if(null!=l&&null!=_){for(var c=l[0],p=l[1],u=[c-_[0],p-_[1]],d=u[0],m=u[1],f=s.glyph,h=s.data_source,g=[f.x.field,f.y.field],v=g[0],y=g[1],b=0,x=h.selected.indices;b<x.length;b++){var T=x[b];v&&(h.data[v][T]+=d),y&&(h.data[y][T]+=m)}h.change.emit()}}this._basepoint=[e.sx,e.sy]}},t.prototype._pad_empty_columns=function(e,t){for(var o=0,n=e.columns();o<n.length;o++){var r=n[o];i.includes(t,r)||e.get_array(r).push(this.model.empty_value)}},t.prototype._select_event=function(e,t,o){var n=this.plot_view.frame,r=e.sx,i=e.sy;if(!n.bbox.contains(r,i))return[];for(var a={type:\"point\",sx:r,sy:i},s=[],_=0,l=o;_<l.length;_++){var c=l[_],p=c.get_selection_manager(),u=c.data_source,d=[this.plot_view.renderer_views[c.id]];p.select(d,a,!0,t)&&s.push(c),u.properties.selected.change.emit()}return s},t}(s.GestureToolView);o.EditToolView=_,_.__name__=\"EditToolView\";var l=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_EditTool=function(){this.define({custom_icon:[r.String],custom_tooltip:[r.String],empty_value:[r.Any],renderers:[r.Array,[]]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this.custom_tooltip||this.tool_name},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"computed_icon\",{get:function(){return this.custom_icon||this.icon},enumerable:!0,configurable:!0}),t}(s.GestureTool);o.EditTool=l,l.__name__=\"EditTool\",l.init_EditTool()},\n function _(t,e,i){var s=t(113),o=t(163),n=t(121),_=t(418),a=t(373),r=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(e,t),e.prototype._tap=function(t){if(null==this._draw_basepoint&&null==this._basepoint){var e=t.shiftKey;this._select_event(t,e,this.model.renderers)}},e.prototype._keyup=function(t){if(this.model.active&&this._mouse_in_frame)for(var e=0,i=this.model.renderers;e<i.length;e++){var s=i[e];if(t.keyCode===o.Keys.Backspace)this._delete_selected(s);else if(t.keyCode==o.Keys.Esc){s.data_source.selection_manager.clear()}}},e.prototype._set_extent=function(t,e,i,s){var o=t[0],n=t[1],_=e[0],a=e[1];void 0===s&&(s=!1);var r=this.model.renderers[0],d=this.plot_view.frame,l=r.glyph,h=r.data_source,p=d.xscales[r.x_range_name],u=d.yscales[r.y_range_name],f=p.r_invert(o,n),c=f[0],m=f[1],y=u.r_invert(_,a),v=y[0],b=y[1],x=[(c+m)/2,(v+b)/2],g=x[0],w=x[1],E=[m-c,b-v],T=E[0],B=E[1],K=[l.x.field,l.y.field],k=K[0],V=K[1],j=[l.width.field,l.height.field],C=j[0],D=j[1];if(i)this._pop_glyphs(h,this.model.num_objects),k&&h.get_array(k).push(g),V&&h.get_array(V).push(w),C&&h.get_array(C).push(T),D&&h.get_array(D).push(B),this._pad_empty_columns(h,[k,V,C,D]);else{var I=h.data[k].length-1;k&&(h.data[k][I]=g),V&&(h.data[V][I]=w),C&&(h.data[C][I]=T),D&&(h.data[D][I]=B)}this._emit_cds_changes(h,!0,!1,s)},e.prototype._update_box=function(t,e,i){if(void 0===e&&(e=!1),void 0===i&&(i=!1),null!=this._draw_basepoint){var s=[t.sx,t.sy],o=this.plot_view.frame,n=this.model.dimensions,_=this.model._get_dim_limits(this._draw_basepoint,s,o,n);if(null!=_){var a=_[0],r=_[1];this._set_extent(a,r,e,i)}}},e.prototype._doubletap=function(t){this.model.active&&(null!=this._draw_basepoint?(this._update_box(t,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[t.sx,t.sy],this._select_event(t,!0,this.model.renderers),this._update_box(t,!0,!1)))},e.prototype._move=function(t){this._update_box(t,!1,!1)},e.prototype._pan_start=function(t){if(t.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[t.sx,t.sy],this._update_box(t,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(t,!0,this.model.renderers),this._basepoint=[t.sx,t.sy]}},e.prototype._pan=function(t,e,i){if(void 0===e&&(e=!1),void 0===i&&(i=!1),t.shiftKey){if(null==this._draw_basepoint)return;this._update_box(t,e,i)}else{if(null==this._basepoint)return;this._drag_points(t,this.model.renderers)}},e.prototype._pan_end=function(t){if(this._pan(t,!1,!0),t.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(var e=0,i=this.model.renderers;e<i.length;e++){var s=i[e];this._emit_cds_changes(s.data_source,!1,!0,!0)}}},e}(_.EditToolView);i.BoxEditToolView=r,r.__name__=\"BoxEditToolView\";var d=function(t){function e(e){var i=t.call(this,e)||this;return i.tool_name=\"Box Edit Tool\",i.icon=a.bk_tool_icon_box_edit,i.event_type=[\"tap\",\"pan\",\"move\"],i.default_order=1,i}return s.__extends(e,t),e.init_BoxEditTool=function(){this.prototype.default_view=r,this.define({dimensions:[n.Dimensions,\"both\"],num_objects:[n.Int,0]})},e}(_.EditTool);i.BoxEditTool=d,d.__name__=\"BoxEditTool\",d.init_BoxEditTool()},\n function _(e,t,a){var r=e(113),n=e(163),o=e(121),i=e(109),_=e(418),s=e(373),d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t.prototype._draw=function(e,t,a){if(void 0===a&&(a=!1),this.model.active){var r=this.model.renderers[0],n=this._map_drag(e.sx,e.sy,r);if(null!=n){var o=n[0],_=n[1],s=r.data_source,d=r.glyph,h=[d.xs.field,d.ys.field],l=h[0],p=h[1];if(\"new\"==t)this._pop_glyphs(s,this.model.num_objects),l&&s.get_array(l).push([o]),p&&s.get_array(p).push([_]),this._pad_empty_columns(s,[l,p]);else if(\"add\"==t){if(l){var c=s.data[l].length-1,u=s.get_array(l)[c];i.isArray(u)||(u=Array.from(u),s.data[l][c]=u),u.push(o)}if(p){var f=s.data[p].length-1,y=s.get_array(p)[f];i.isArray(y)||(y=Array.from(y),s.data[p][f]=y),y.push(_)}}this._emit_cds_changes(s,!0,!0,a)}}},t.prototype._pan_start=function(e){this._draw(e,\"new\")},t.prototype._pan=function(e){this._draw(e,\"add\")},t.prototype._pan_end=function(e){this._draw(e,\"add\",!0)},t.prototype._tap=function(e){this._select_event(e,e.shiftKey,this.model.renderers)},t.prototype._keyup=function(e){if(this.model.active&&this._mouse_in_frame)for(var t=0,a=this.model.renderers;t<a.length;t++){var r=a[t];e.keyCode===n.Keys.Esc?r.data_source.selection_manager.clear():e.keyCode===n.Keys.Backspace&&this._delete_selected(r)}},t}(_.EditToolView);a.FreehandDrawToolView=d,d.__name__=\"FreehandDrawToolView\";var h=function(e){function t(t){var a=e.call(this,t)||this;return a.tool_name=\"Freehand Draw Tool\",a.icon=s.bk_tool_icon_freehand_draw,a.event_type=[\"pan\",\"tap\"],a.default_order=3,a}return r.__extends(t,e),t.init_FreehandDrawTool=function(){this.prototype.default_view=d,this.define({num_objects:[o.Int,0]})},t}(_.EditTool);a.FreehandDrawTool=h,h.__name__=\"FreehandDrawTool\",h.init_FreehandDrawTool()},\n function _(e,t,o){var n=e(113),i=e(163),a=e(121),r=e(418),s=e(373),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype._tap=function(e){var t=e.shiftKey;if(!this._select_event(e,t,this.model.renderers).length&&this.model.add){var o=this.model.renderers[0],n=this._map_drag(e.sx,e.sy,o);if(null!=n){var i=o.glyph,a=o.data_source,r=[i.x.field,i.y.field],s=r[0],_=r[1],d=n[0],l=n[1];this._pop_glyphs(a,this.model.num_objects),s&&a.get_array(s).push(d),_&&a.get_array(_).push(l),this._pad_empty_columns(a,[s,_]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}}},t.prototype._keyup=function(e){if(this.model.active&&this._mouse_in_frame)for(var t=0,o=this.model.renderers;t<o.length;t++){var n=o[t];e.keyCode===i.Keys.Backspace?this._delete_selected(n):e.keyCode==i.Keys.Esc&&n.data_source.selection_manager.clear()}},t.prototype._pan_start=function(e){this.model.drag&&(this._select_event(e,!0,this.model.renderers),this._basepoint=[e.sx,e.sy])},t.prototype._pan=function(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)},t.prototype._pan_end=function(e){if(this.model.drag){this._pan(e);for(var t=0,o=this.model.renderers;t<o.length;t++){var n=o[t];this._emit_cds_changes(n.data_source,!1,!0,!0)}this._basepoint=null}},t}(r.EditToolView);o.PointDrawToolView=_,_.__name__=\"PointDrawToolView\";var d=function(e){function t(t){var o=e.call(this,t)||this;return o.tool_name=\"Point Draw Tool\",o.icon=s.bk_tool_icon_point_draw,o.event_type=[\"tap\",\"pan\",\"move\"],o.default_order=2,o}return n.__extends(t,e),t.init_PointDrawTool=function(){this.prototype.default_view=_,this.define({add:[a.Boolean,!0],drag:[a.Boolean,!0],num_objects:[a.Int,0]})},t}(r.EditTool);o.PointDrawTool=d,d.__name__=\"PointDrawTool\",d.init_PointDrawTool()},\n function _(e,t,i){var r=e(113),a=e(163),s=e(121),o=e(109),n=e(423),_=e(373),d=function(e){function t(){var t=e.apply(this,arguments)||this;return t._drawing=!1,t._initialized=!1,t}return r.__extends(t,e),t.prototype._tap=function(e){this._drawing?this._draw(e,\"add\",!0):this._select_event(e,e.shiftKey,this.model.renderers)},t.prototype._draw=function(e,t,i){void 0===i&&(i=!1);var a=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,a);if(this._initialized||this.activate(),null!=s){var n=this._snap_to_vertex.apply(this,r.__spreadArrays([e],s)),_=n[0],d=n[1],l=a.data_source,h=a.glyph,p=[h.xs.field,h.ys.field],c=p[0],g=p[1];if(\"new\"==t)this._pop_glyphs(l,this.model.num_objects),c&&l.get_array(c).push([_,_]),g&&l.get_array(g).push([d,d]),this._pad_empty_columns(l,[c,g]);else if(\"edit\"==t){if(c)(y=l.data[c][l.data[c].length-1])[y.length-1]=_;if(g)(u=l.data[g][l.data[g].length-1])[u.length-1]=d}else if(\"add\"==t){if(c){var y,f=l.data[c].length-1,v=(y=l.get_array(c)[f])[y.length-1];y[y.length-1]=_,o.isArray(y)||(y=Array.from(y),l.data[c][f]=y),y.push(v)}if(g){var u,m=l.data[g].length-1,w=(u=l.get_array(g)[m])[u.length-1];u[u.length-1]=d,o.isArray(u)||(u=Array.from(u),l.data[g][m]=u),u.push(w)}}this._emit_cds_changes(l,!0,!1,i)}},t.prototype._show_vertices=function(){if(this.model.active){for(var e=[],t=[],i=0;i<this.model.renderers.length;i++){var r=this.model.renderers[i],a=r.data_source,s=r.glyph,o=[s.xs.field,s.ys.field],n=o[0],_=o[1];if(n)for(var d=0,l=a.get_array(n);d<l.length;d++){var h=l[d];Array.prototype.push.apply(e,h)}if(_)for(var p=0,c=a.get_array(_);p<c.length;p++){h=c[p];Array.prototype.push.apply(t,h)}this._drawing&&i==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}},t.prototype._doubletap=function(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,\"edit\",!0)):(this._drawing=!0,this._draw(e,\"new\",!0)))},t.prototype._move=function(e){this._drawing&&this._draw(e,\"edit\")},t.prototype._remove=function(){var e=this.model.renderers[0],t=e.data_source,i=e.glyph,r=[i.xs.field,i.ys.field],a=r[0],s=r[1];if(a){var o=t.data[a].length-1,n=t.get_array(a)[o];n.splice(n.length-1,1)}if(s){var _=t.data[s].length-1,d=t.get_array(s)[_];d.splice(d.length-1,1)}this._emit_cds_changes(t)},t.prototype._keyup=function(e){if(this.model.active&&this._mouse_in_frame)for(var t=0,i=this.model.renderers;t<i.length;t++){var r=i[t];e.keyCode===a.Keys.Backspace?this._delete_selected(r):e.keyCode==a.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),r.data_source.selection_manager.clear())}},t.prototype._pan_start=function(e){this.model.drag&&(this._select_event(e,!0,this.model.renderers),this._basepoint=[e.sx,e.sy])},t.prototype._pan=function(e){if(null!=this._basepoint&&this.model.drag){for(var t=this._basepoint,i=t[0],r=t[1],a=0,s=this.model.renderers;a<s.length;a++){var o=s[a],n=this._map_drag(i,r,o),_=this._map_drag(e.sx,e.sy,o);if(null!=_&&null!=n){var d=o.data_source,l=o.glyph,h=[l.xs.field,l.ys.field],p=h[0],c=h[1];if(p||c){for(var g=_[0],y=_[1],f=[g-n[0],y-n[1]],v=f[0],u=f[1],m=0,w=d.selected.indices;m<w.length;m++){var x=w[m],b=void 0,P=void 0,T=void 0;p&&(P=d.data[p][x]),b=c?(T=d.data[c][x]).length:P.length;for(var A=0;A<b;A++)P&&(P[A]+=v),T&&(T[A]+=u)}d.change.emit()}}}this._basepoint=[e.sx,e.sy]}},t.prototype._pan_end=function(e){if(this.model.drag){this._pan(e);for(var t=0,i=this.model.renderers;t<i.length;t++){var r=i[t];this._emit_cds_changes(r.data_source)}this._basepoint=null}},t.prototype.activate=function(){var e=this;if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(var t=0,i=this.model.renderers;t<i.length;t++){var r=i[t].data_source;r.connect(r.properties.data.change,function(){return e._show_vertices()})}this._initialized=!0}},t.prototype.deactivate=function(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()},t}(n.PolyToolView);i.PolyDrawToolView=d,d.__name__=\"PolyDrawToolView\";var l=function(e){function t(t){var i=e.call(this,t)||this;return i.tool_name=\"Polygon Draw Tool\",i.icon=_.bk_tool_icon_poly_draw,i.event_type=[\"pan\",\"tap\",\"move\"],i.default_order=3,i}return r.__extends(t,e),t.init_PolyDrawTool=function(){this.prototype.default_view=d,this.define({drag:[s.Boolean,!0],num_objects:[s.Int,0]})},t}(n.PolyTool);i.PolyDrawTool=l,l.__name__=\"PolyDrawTool\",l.init_PolyDrawTool()},\n function _(e,t,r){var i=e(113),o=e(121),n=e(109),_=e(418),l=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype._set_vertices=function(e,t){var r=this.model.vertex_renderer.glyph,i=this.model.vertex_renderer.data_source,o=[r.x.field,r.y.field],_=o[0],l=o[1];_&&(n.isArray(e)?i.data[_]=e:r.x={value:e}),l&&(n.isArray(t)?i.data[l]=t:r.y={value:t}),this._emit_cds_changes(i,!0,!0,!1)},t.prototype._hide_vertices=function(){this._set_vertices([],[])},t.prototype._snap_to_vertex=function(e,t,r){if(this.model.vertex_renderer){var i=this._select_event(e,!1,[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,n=this.model.vertex_renderer.glyph,_=[n.x.field,n.y.field],l=_[0],s=_[1];if(i.length){var d=o.selected.indices[0];l&&(t=o.data[l][d]),s&&(r=o.data[s][d]),o.selection_manager.clear()}}return[t,r]},t}(_.EditToolView);r.PolyToolView=l,l.__name__=\"PolyToolView\";var s=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_PolyTool=function(){this.prototype.default_view=l,this.define({vertex_renderer:[o.Instance]})},t}(_.EditTool);r.PolyTool=s,s.__name__=\"PolyTool\",s.init_PolyTool()},\n function _(e,t,r){var i=e(113),s=e(163),_=e(109),d=e(423),n=e(373),a=function(e){function t(){var t=e.apply(this,arguments)||this;return t._drawing=!1,t}return i.__extends(t,e),t.prototype._doubletap=function(e){if(this.model.active){var t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null!=t){var r=t[0],i=t[1],s=this._select_event(e,!1,[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,n=[d.x.field,d.y.field],a=n[0],o=n[1];if(s.length&&null!=this._selected_renderer){var l=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[l+1],a&&_.get_array(a).splice(l+1,0,r),o&&_.get_array(o).splice(l+1,0,i),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}}},t.prototype._show_vertices=function(e){if(this.model.active){var t=this._select_event(e,!1,this.model.renderers);if(!t.length)return this._set_vertices([],[]),this._selected_renderer=null,void(this._drawing=!1);var r,i,s=t[0],d=s.glyph,n=s.data_source,a=n.selected.indices[0],o=[d.xs.field,d.ys.field],l=o[0],c=o[1];l?(r=n.data[l][a],_.isArray(r)||(n.data[l][a]=r=Array.from(r))):r=d.xs.value,c?(i=n.data[c][a],_.isArray(i)||(n.data[c][a]=i=Array.from(i))):i=d.ys.value,this._selected_renderer=s,this._set_vertices(r,i)}},t.prototype._move=function(e){var t;if(this._drawing&&null!=this._selected_renderer){var r=this.model.vertex_renderer,i=r.data_source,s=r.glyph,_=this._map_drag(e.sx,e.sy,r);if(null==_)return;var d=_[0],n=_[1],a=i.selected.indices;d=(t=this._snap_to_vertex(e,d,n))[0],n=t[1],i.selected.indices=a;var o=[s.x.field,s.y.field],l=o[0],c=o[1],h=a[0];l&&(i.data[l][h]=d),c&&(i.data[c][h]=n),i.change.emit(),this._selected_renderer.data_source.change.emit()}},t.prototype._tap=function(e){var t,r=this.model.vertex_renderer,i=this._map_drag(e.sx,e.sy,r);if(null!=i){if(this._drawing&&this._selected_renderer){var s=i[0],_=i[1],d=r.data_source,n=r.glyph,a=[n.x.field,n.y.field],o=a[0],l=a[1],c=d.selected.indices;s=(t=this._snap_to_vertex(e,s,_))[0],_=t[1];var h=c[0];if(d.selected.indices=[h+1],o){var v=d.get_array(o),p=v[h];v[h]=s,v.splice(h+1,0,p)}if(l){var y=d.get_array(l),u=y[h];y[h]=_,y.splice(h+1,0,u)}return d.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}var m=e.shiftKey;this._select_event(e,m,[r]),this._select_event(e,m,this.model.renderers)}},t.prototype._remove_vertex=function(){if(this._drawing&&this._selected_renderer){var e=this.model.vertex_renderer,t=e.data_source,r=e.glyph,i=t.selected.indices[0],s=[r.x.field,r.y.field],_=s[0],d=s[1];_&&t.get_array(_).splice(i,1),d&&t.get_array(d).splice(i,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}},t.prototype._pan_start=function(e){this._select_event(e,!0,[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]},t.prototype._pan=function(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())},t.prototype._pan_end=function(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)},t.prototype._keyup=function(e){if(this.model.active&&this._mouse_in_frame)for(var t=0,r=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;t<r.length;t++){var i=r[t];e.keyCode===s.Keys.Backspace?(this._delete_selected(i),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==s.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),i.data_source.selection_manager.clear())}},t.prototype.deactivate=function(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())},t}(d.PolyToolView);r.PolyEditToolView=a,a.__name__=\"PolyEditToolView\";var o=function(e){function t(t){var r=e.call(this,t)||this;return r.tool_name=\"Poly Edit Tool\",r.icon=n.bk_tool_icon_poly_edit,r.event_type=[\"tap\",\"pan\",\"move\"],r.default_order=4,r}return i.__extends(t,e),t.init_PolyEditTool=function(){this.prototype.default_view=a},t}(d.PolyTool);r.PolyEditTool=o,o.__name__=\"PolyEditTool\",o.init_PolyEditTool()},\n function _(e,t,o){var i=e(113),l=e(426),n=e(201),s=e(121),_=e(373),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype._compute_limits=function(e){var t=this.plot_view.frame,o=this.model.dimensions,i=this._base_point;if(\"center\"==this.model.origin){var l=i[0],n=i[1];i=[l-(e[0]-l),n-(e[1]-n)]}return this.model._get_dim_limits(i,e,t,o)},t.prototype._pan_start=function(e){var t=e.sx,o=e.sy;this._base_point=[t,o]},t.prototype._pan=function(e){var t=[e.sx,e.sy],o=this._compute_limits(t),i=o[0],l=o[1];if(this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove){var n=e.shiftKey;this._do_select(i,l,!1,n)}},t.prototype._pan_end=function(e){var t=[e.sx,e.sy],o=this._compute_limits(t),i=o[0],l=o[1],n=e.shiftKey;this._do_select(i,l,!0,n),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.push_state(\"box_select\",{selection:this.plot_view.get_selection()})},t.prototype._do_select=function(e,t,o,i){void 0===i&&(i=!1);var l={type:\"rect\",sx0:e[0],sx1:e[1],sy0:t[0],sy1:t[1]};this._select(l,o,i)},t.prototype._emit_callback=function(e){var t=this.computed_renderers[0],o=this.plot_view.frame,i=o.xscales[t.x_range_name],l=o.yscales[t.y_range_name],n=e.sx0,s=e.sx1,_=e.sy0,r=e.sy1,a=i.r_invert(n,s),c=a[0],u=a[1],p=l.r_invert(_,r),h=p[0],m=p[1],v=Object.assign({x0:c,y0:h,x1:u,y1:m},e);null!=this.model.callback&&this.model.callback.execute(this.model,{geometry:v})},t}(l.SelectToolView);o.BoxSelectToolView=r,r.__name__=\"BoxSelectToolView\";var a=function(){return new n.BoxAnnotation({level:\"overlay\",render_mode:\"css\",top_units:\"screen\",left_units:\"screen\",bottom_units:\"screen\",right_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]}})},c=function(e){function t(t){var o=e.call(this,t)||this;return o.tool_name=\"Box Select\",o.icon=_.bk_tool_icon_box_select,o.event_type=\"pan\",o.default_order=30,o}return i.__extends(t,e),t.init_BoxSelectTool=function(){this.prototype.default_view=r,this.define({dimensions:[s.Dimensions,\"both\"],select_every_mousemove:[s.Boolean,!1],callback:[s.Any],overlay:[s.Instance,a],origin:[s.BoxOrigin,\"corner\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),t}(l.SelectTool);o.BoxSelectTool=c,c.__name__=\"BoxSelectTool\",c.init_BoxSelectTool()},\n function _(e,t,r){var n=e(113),i=e(370),o=e(175),s=e(192),a=e(427),c=e(121),_=e(163),l=e(376),d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),Object.defineProperty(t.prototype,\"computed_renderers\",{get:function(){var e=this.model.renderers,t=this.plot_model.renderers,r=this.model.names;return a.compute_renderers(e,t,r)},enumerable:!0,configurable:!0}),t.prototype._computed_renderers_by_data_source=function(){for(var e={},t=0,r=this.computed_renderers;t<r.length;t++){var n=r[t],i=void 0;if(n instanceof o.GlyphRenderer)i=n.data_source.id;else{if(!(n instanceof s.GraphRenderer))continue;i=n.node_renderer.data_source.id}i in e||(e[i]=[]),e[i].push(n)}return e},t.prototype._keyup=function(e){if(e.keyCode==_.Keys.Esc){for(var t=0,r=this.computed_renderers;t<r.length;t++){r[t].get_selection_manager().clear()}this.plot_view.request_render()}},t.prototype._select=function(e,t,r){var n=this._computed_renderers_by_data_source();for(var i in n){for(var o=n[i],s=o[0].get_selection_manager(),a=[],c=0,_=o;c<_.length;c++){var l=_[c];l.id in this.plot_view.renderer_views&&a.push(this.plot_view.renderer_views[l.id])}s.select(a,e,t,r)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)},t.prototype._emit_selection_event=function(e,t){void 0===t&&(t=!0);var r,n=this.plot_view.frame,i=n.xscales.default,o=n.yscales.default;switch(e.type){case\"point\":var s=e.sx,a=e.sy,c=i.invert(s),_=o.invert(a);r=Object.assign(Object.assign({},e),{x:c,y:_});break;case\"rect\":var d=e.sx0,u=e.sx1,p=e.sy0,v=e.sy1,y=i.r_invert(d,u),h=y[0],f=y[1],m=o.r_invert(p,v),g=m[0],b=m[1];r=Object.assign(Object.assign({},e),{x0:h,y0:g,x1:f,y1:b});break;case\"poly\":s=e.sx,a=e.sy,c=i.v_invert(s),_=o.v_invert(a);r=Object.assign(Object.assign({},e),{x:c,y:_});break;default:throw new Error(\"Unrecognized selection geometry type: '\"+e.type+\"'\")}this.plot_model.trigger_event(new l.SelectionGeometry(r,t))},t}(i.GestureToolView);r.SelectToolView=d,d.__name__=\"SelectToolView\";var u=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_SelectTool=function(){this.define({renderers:[c.Any,\"auto\"],names:[c.Array,[]]})},t}(i.GestureTool);r.SelectTool=u,u.__name__=\"SelectTool\",u.init_SelectTool()},\n function _(n,r,e){var t=n(110);e.compute_renderers=function(n,r,e){if(null==n)return[];var u=\"auto\"==n?r:n;return e.length>0&&(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)<l&&(n=l)),h=Math.abs(i-n),t[1]<=o[1]?(r=t[1],(a=t[1]+h/s)>u&&(a=u)):(a=t[1],(r=t[1]-h/s)<p&&(r=p)),c=Math.abs(a-r),t[0]<=o[0]?i=t[0]+s*c:n=t[0]-s*c,[[n,i],[r,a]]},o.prototype._compute_limits=function(t){var o,e,n,i,a=this.plot_view.frame,r=this.model.dimensions,s=this._base_point;if(\"center\"==this.model.origin){var _=s[0],l=s[1];s=[_-(t[0]-_),l-(t[1]-l)]}return this.model.match_aspect&&\"both\"==r?(n=(o=this._match_aspect(s,t,a))[0],i=o[1]):(n=(e=this.model._get_dim_limits(s,t,a,r))[0],i=e[1]),[n,i]},o.prototype._pan_start=function(t){this._base_point=[t.sx,t.sy]},o.prototype._pan=function(t){var o=[t.sx,t.sy],e=this._compute_limits(o),n=e[0],i=e[1];this.model.overlay.update({left:n[0],right:n[1],top:i[0],bottom:i[1]})},o.prototype._pan_end=function(t){var o=[t.sx,t.sy],e=this._compute_limits(o),n=e[0],i=e[1];this._update(n,i),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null},o.prototype._update=function(t,o){var e=t[0],n=t[1],i=o[0],a=o[1];if(!(Math.abs(n-e)<=5||Math.abs(a-i)<=5)){var r=this.plot_view.frame,s=r.xscales,_=r.yscales,l={};for(var u in s){var p=s[u].r_invert(e,n),h=p[0],c=p[1];l[u]={start:h,end:c}}var m={};for(var u in _){var v=_[u].r_invert(i,a);h=v[0],c=v[1];m[u]={start:h,end:c}}var d={xrs:l,yrs:m};this.plot_view.push_state(\"box_zoom\",{range:d}),this.plot_view.update_range(d)}},o}(i.GestureToolView);e.BoxZoomToolView=_,_.__name__=\"BoxZoomToolView\";var l=function(){return new a.BoxAnnotation({level:\"overlay\",render_mode:\"css\",top_units:\"screen\",left_units:\"screen\",bottom_units:\"screen\",right_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]}})},u=function(t){function o(o){var e=t.call(this,o)||this;return e.tool_name=\"Box Zoom\",e.icon=s.bk_tool_icon_box_zoom,e.event_type=\"pan\",e.default_order=20,e}return n.__extends(o,t),o.init_BoxZoomTool=function(){this.prototype.default_view=_,this.define({dimensions:[r.Dimensions,\"both\"],overlay:[r.Instance,l],match_aspect:[r.Boolean,!1],origin:[r.BoxOrigin,\"corner\"]})},Object.defineProperty(o.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),o}(i.GestureTool);e.BoxZoomTool=u,u.__name__=\"BoxZoomTool\",u.init_BoxZoomTool()},\n function _(e,t,o){var s=e(113),a=e(426),l=e(233),i=e(163),n=e(121),c=e(373),_=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.data=null},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){return t._active_change()})},t.prototype._active_change=function(){this.model.active||this._clear_overlay()},t.prototype._keyup=function(e){e.keyCode==i.Keys.Enter&&this._clear_overlay()},t.prototype._pan_start=function(e){var t=e.sx,o=e.sy;this.data={sx:[t],sy:[o]}},t.prototype._pan=function(e){var t=e.sx,o=e.sy,s=this.plot_view.frame.bbox.clip(t,o),a=s[0],l=s[1];if(this.data.sx.push(a),this.data.sy.push(l),this.model.overlay.update({xs:this.data.sx,ys:this.data.sy}),this.model.select_every_mousemove){var i=e.shiftKey;this._do_select(this.data.sx,this.data.sy,!1,i)}},t.prototype._pan_end=function(e){this._clear_overlay();var t=e.shiftKey;this._do_select(this.data.sx,this.data.sy,!0,t),this.plot_view.push_state(\"lasso_select\",{selection:this.plot_view.get_selection()})},t.prototype._clear_overlay=function(){this.model.overlay.update({xs:[],ys:[]})},t.prototype._do_select=function(e,t,o,s){var a={type:\"poly\",sx:e,sy:t};this._select(a,o,s)},t.prototype._emit_callback=function(e){var t=this.computed_renderers[0],o=this.plot_view.frame,s=o.xscales[t.x_range_name],a=o.yscales[t.y_range_name],l=s.v_invert(e.sx),i=a.v_invert(e.sy),n=Object.assign({x:l,y:i},e);null!=this.model.callback&&this.model.callback.execute(this.model,{geometry:n})},t}(a.SelectToolView);o.LassoSelectToolView=_,_.__name__=\"LassoSelectToolView\";var r=function(){return new l.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]}})},h=function(e){function t(t){var o=e.call(this,t)||this;return o.tool_name=\"Lasso Select\",o.icon=c.bk_tool_icon_lasso_select,o.event_type=\"pan\",o.default_order=12,o}return s.__extends(t,e),t.init_LassoSelectTool=function(){this.prototype.default_view=_,this.define({select_every_mousemove:[n.Boolean,!0],callback:[n.Any],overlay:[n.Instance,r]})},t}(a.SelectTool);o.LassoSelectTool=h,h.__name__=\"LassoSelectTool\",h.init_LassoSelectTool()},\n function _(t,n,e){var i=t(113),o=t(370),s=t(121),a=t(373),r=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.prototype._pan_start=function(t){this.last_dx=0,this.last_dy=0;var n=t.sx,e=t.sy,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){var o=i.h_range,s=i.v_range;(n<o.start||n>o.end)&&(this.v_axis_only=!0),(e<s.start||e>s.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)<n}function u(t,e,i,n,s){var r=!0;if(null!=s.left&&null!=s.right){var l=i.invert(t);(l<s.left||l>s.right)&&(r=!1)}if(null!=s.bottom&&null!=s.top){var a=n.invert(e);(a<s.bottom||a>s.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<e.end?(e.start=t,i):(e.start=e.end,e.end=t,_(i))}function g(t,e,i,n){var s=e.r_compute(t.start,t.end),r=s[0],l=s[1],a=e.r_invert(r+i,l+i),o=a[0],_=a[1],h=d(t.start,t.end,n);d(o,_,n)>=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<f.length;m++){var d=f[m];if((_=d.get_selection_manager()).inspect(this.plot_view.renderer_views[d.id],e)&&null!=n){var y;c=(y=this.plot_view.frame).xscales[d.x_range_name],p=y.yscales[d.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)}}},t}(n.SelectToolView);i.TapToolView=r,r.__name__=\"TapToolView\";var _=function(e){function t(t){var i=e.call(this,t)||this;return i.tool_name=\"Tap\",i.icon=a.bk_tool_icon_tap_select,i.event_type=\"tap\",i.default_order=10,i}return s.__extends(t,e),t.init_TapTool=function(){this.prototype.default_view=r,this.define({behavior:[o.TapBehavior,\"select\"],callback:[o.Any]})},t}(n.SelectTool);i.TapTool=_,_.__name__=\"TapTool\",_.init_TapTool()},\n function _(e,t,n){var o=e(113),r=e(370),i=e(121),a=e(373),s=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return o.__extends(t,e),t.prototype._scroll=function(e){var t=this.model.speed*e.delta;t>.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<n&&n<t.end,a=(\"height\"==_||\"both\"==_)&&i.start<s&&s<i.end;if(r&&a||this.model.zoom_on_axis){var h=this.model.speed*e.delta,m=l.scale_range(o,h,r,a,{x:n,y:s});this.plot_view.push_state(\"wheel_zoom\",{range:m}),this.plot_view.update_range(m,!1,!0,this.model.maintain_focus),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)}},o}(n.GestureToolView);t.WheelZoomToolView=a,a.__name__=\"WheelZoomToolView\";var h=function(e){function o(o){var t=e.call(this,o)||this;return t.tool_name=\"Wheel Zoom\",t.icon=r.bk_tool_icon_wheel_zoom,t.event_type=_.is_mobile?\"pinch\":\"scroll\",t.default_order=10,t}return i.__extends(o,e),o.init_WheelZoomTool=function(){this.prototype.default_view=a,this.define({dimensions:[s.Dimensions,\"both\"],maintain_focus:[s.Boolean,!0],zoom_on_axis:[s.Boolean,!0],speed:[s.Number,1/600]})},Object.defineProperty(o.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)},enumerable:!0,configurable:!0}),o}(n.GestureTool);t.WheelZoomTool=h,h.__name__=\"WheelZoomTool\",h.init_WheelZoomTool()},\n function _(i,t,e){var o=i(113),n=i(364),s=i(235),r=i(121),l=i(125),a=i(373),h=function(i){function t(){return null!==i&&i.apply(this,arguments)||this}return o.__extends(t,i),t.prototype._move=function(i){if(this.model.active){var t=i.sx,e=i.sy;this.plot_view.frame.bbox.contains(t,e)?this._update_spans(t,e):this._update_spans(null,null)}},t.prototype._move_exit=function(i){this._update_spans(null,null)},t.prototype._update_spans=function(i,t){var e=this.model.dimensions;\"width\"!=e&&\"both\"!=e||(this.model.spans.width.computed_location=t),\"height\"!=e&&\"both\"!=e||(this.model.spans.height.computed_location=i)},t}(n.InspectToolView);e.CrosshairToolView=h,h.__name__=\"CrosshairToolView\";var _=function(i){function t(t){var e=i.call(this,t)||this;return e.tool_name=\"Crosshair\",e.icon=a.bk_tool_icon_crosshair,e}return o.__extends(t,i),t.init_CrosshairTool=function(){this.prototype.default_view=h,this.define({dimensions:[r.Dimensions,\"both\"],line_color:[r.Color,\"black\"],line_width:[r.Number,1],line_alpha:[r.Number,1]}),this.internal({location_units:[r.SpatialUnits,\"screen\"],render_mode:[r.RenderMode,\"css\"],spans:[r.Any]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(\"Crosshair\",this.dimensions)},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"synthetic_renderers\",{get:function(){return l.values(this.spans)},enumerable:!0,configurable:!0}),t.prototype.initialize=function(){i.prototype.initialize.call(this),this.spans={width:new s.Span({for_hover:!0,dimension:\"width\",render_mode:this.render_mode,location_units:this.location_units,line_color:this.line_color,line_width:this.line_width,line_alpha:this.line_alpha}),height:new s.Span({for_hover:!0,dimension:\"height\",render_mode:this.render_mode,location_units:this.location_units,line_color:this.line_color,line_width:this.line_width,line_alpha:this.line_alpha})}},t}(n.InspectTool);e.CrosshairTool=_,_.__name__=\"CrosshairTool\",_.init_CrosshairTool()},\n function _(e,t,r){var n=e(113),o=e(166),i=e(121),s=e(125),u=e(127),a=function(t){function o(e){return t.call(this,e)||this}return n.__extends(o,t),o.init_CustomJSHover=function(){this.define({args:[i.Any,{}],code:[i.String,\"\"]})},Object.defineProperty(o.prototype,\"values\",{get:function(){return s.values(this.args)},enumerable:!0,configurable:!0}),o.prototype._make_code=function(e,t,r,o){return new(Function.bind.apply(Function,n.__spreadArrays([void 0],s.keys(this.args),[e,t,r,\"require\",\"exports\",u.use_strict(o)])))},o.prototype.format=function(t,o,i){return this._make_code(\"value\",\"format\",\"special_vars\",this.code).apply(void 0,n.__spreadArrays(this.values,[t,o,i,e,r]))},o}(o.Model);r.CustomJSHover=a,a.__name__=\"CustomJSHover\",a.init_CustomJSHover()},\n function _(e,t,n){var i=e(113),o=e(364),r=e(238),s=e(175),a=e(192),l=e(427),d=e(183),c=e(253),_=e(163),p=e(121),h=e(123),m=e(125),u=e(109),v=e(194),y=e(373),f=e(239);function x(e,t,n,i,o,r){var s,a,l={x:o[e],y:r[e]},c={x:o[e+1],y:r[e+1]};if(\"span\"==t.type)\"h\"==t.direction?(s=Math.abs(l.x-n),a=Math.abs(c.x-n)):(s=Math.abs(l.y-i),a=Math.abs(c.y-i));else{var _={x:n,y:i};s=d.dist_2_pts(l,_),a=d.dist_2_pts(c,_)}return s<a?[[l.x,l.y],e]:[[c.x,c.y],e+1]}function g(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=x,n._line_hit=g;var b=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.ttviews={}},t.prototype.remove=function(){v.remove_views(this.ttviews),e.prototype.remove.call(this)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this);for(var n=0,i=this.computed_renderers;n<i.length;n++){var o=i[n];o instanceof s.GlyphRenderer?this.connect(o.data_source.inspect,this._update):o instanceof a.GraphRenderer&&(this.connect(o.node_renderer.data_source.inspect,this._update),this.connect(o.edge_renderer.data_source.inspect,this._update))}this.connect(this.model.properties.renderers.change,function(){return t._computed_renderers=t._ttmodels=null}),this.connect(this.model.properties.names.change,function(){return t._computed_renderers=t._ttmodels=null}),this.connect(this.model.properties.tooltips.change,function(){return t._ttmodels=null})},t.prototype._compute_ttmodels=function(){var e={},t=this.model.tooltips;if(null!=t)for(var n=0,i=this.computed_renderers;n<i.length;n++){var o=i[n];if(o instanceof s.GlyphRenderer){var l=new r.Tooltip({custom:u.isString(t)||u.isFunction(t),attachment:this.model.attachment,show_arrow:this.model.show_arrow});e[o.id]=l}else if(o instanceof a.GraphRenderer){l=new r.Tooltip({custom:u.isString(t)||u.isFunction(t),attachment:this.model.attachment,show_arrow:this.model.show_arrow});e[o.node_renderer.id]=l,e[o.edge_renderer.id]=l}}return v.build_views(this.ttviews,m.values(e),{parent:this.plot_view}),e},Object.defineProperty(t.prototype,\"computed_renderers\",{get:function(){if(null==this._computed_renderers){var e=this.model.renderers,t=this.plot_model.renderers,n=this.model.names;this._computed_renderers=l.compute_renderers(e,t,n)}return this._computed_renderers},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ttmodels\",{get:function(){return null==this._ttmodels&&(this._ttmodels=this._compute_ttmodels()),this._ttmodels},enumerable:!0,configurable:!0}),t.prototype._clear=function(){for(var e in this._inspect(1/0,1/0),this.ttmodels){this.ttmodels[e].clear()}},t.prototype._move=function(e){if(this.model.active){var t=e.sx,n=e.sy;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}},t.prototype._move_exit=function(){this._clear()},t.prototype._inspect=function(e,t){var n;\"mouse\"==this.model.mode?n={type:\"point\",sx:e,sy:t}:n={type:\"span\",direction:\"vline\"==this.model.mode?\"h\":\"v\",sx:e,sy:t};for(var i=0,o=this.computed_renderers;i<o.length;i++){var r=o[i];r.get_selection_manager().inspect(this.plot_view.renderer_views[r.id],n)}null!=this.model.callback&&this._emit_callback(n)},t.prototype._update=function(e){var t,n,i,o,r,l,d,c,_,p,h,u,v,y,f,b,w=e[0],k=e[1].geometry;if(this.model.active&&(w instanceof s.GlyphRendererView||w instanceof a.GraphRendererView)){var T=w.model,H=this.ttmodels[T.id];if(null!=H){H.clear();var C=T.get_selection_manager(),G=C.inspectors[T.id];if(T instanceof s.GlyphRenderer&&(G=T.view.convert_selection_to_subset(G)),!G.is_empty()){for(var R=C.source,$=this.plot_view.frame,A=k.sx,M=k.sy,O=$.xscales[T.x_range_name],P=$.yscales[T.y_range_name],S=O.invert(A),V=P.invert(M),j=w.glyph,z=0,F=G.line_indices;z<F.length;z++){var L=F[z],E=j._x[L+1],I=j._y[L+1],B=L,N=void 0,q=void 0;switch(this.model.line_policy){case\"interp\":E=(t=j.get_interpolation_hit(L,k))[0],I=t[1],N=O.compute(E),q=P.compute(I);break;case\"prev\":N=(i=(n=g(j.sx,j.sy,L))[0])[0],q=i[1],B=n[1];break;case\"next\":N=(r=(o=g(j.sx,j.sy,L+1))[0])[0],q=r[1],B=o[1];break;case\"nearest\":N=(d=(l=x(L,k,A,M,j.sx,j.sy))[0])[0],q=d[1],B=l[1],E=j._x[B],I=j._y[B];break;default:N=(c=[A,M])[0],q=c[1]}var D={index:B,x:S,y:V,sx:A,sy:M,data_x:E,data_y:I,rx:N,ry:q,indices:G.line_indices,name:w.model.name};H.add(N,q,this._render_tooltips(R,B,D))}for(var J=0,K=G.image_indices;J<K.length;J++){var Q=K[J],U=(D={index:Q.index,x:S,y:V,sx:A,sy:M},this._render_tooltips(R,Q,D));H.add(A,M,U)}for(var W=0,X=G.indices;W<X.length;W++){L=X[W];if(m.isEmpty(G.multiline_indices)){E=null!=j._x?j._x[L]:void 0,I=null!=j._y?j._y[L]:void 0,N=void 0,q=void 0;if(\"snap_to_data\"==this.model.point_policy){var Y=j.get_anchor_point(this.model.anchor,L,[A,M]);null==Y&&(Y=j.get_anchor_point(\"center\",L,[A,M])),N=Y.x,q=Y.y}else N=(b=[A,M])[0],q=b[1];ie=void 0,D={index:ie=T instanceof s.GlyphRenderer?T.view.convert_indices_from_subset([L])[0]:L,x:S,y:V,sx:A,sy:M,data_x:E,data_y:I,indices:G.indices,name:w.model.name};H.add(N,q,this._render_tooltips(R,ie,D))}else for(var Z=0,ee=G.multiline_indices[L.toString()];Z<ee.length;Z++){var te=ee[Z],E=j._xs[L][te],I=j._ys[L][te],ne=te,N=void 0,q=void 0;switch(this.model.line_policy){case\"interp\":E=(_=j.get_interpolation_hit(L,te,k))[0],I=_[1],N=O.compute(E),q=P.compute(I);break;case\"prev\":N=(h=(p=g(j.sxs[L],j.sys[L],te))[0])[0],q=h[1],ne=p[1];break;case\"next\":N=(v=(u=g(j.sxs[L],j.sys[L],te+1))[0])[0],q=v[1],ne=u[1];break;case\"nearest\":N=(f=(y=x(te,k,A,M,j.sxs[L],j.sys[L]))[0])[0],q=f[1],ne=y[1],E=j._xs[L][ne],I=j._ys[L][ne];break;default:throw new Error(\"should't have happened\")}var ie=void 0,D={index:ie=T instanceof s.GlyphRenderer?T.view.convert_indices_from_subset([L])[0]:L,x:S,y:V,sx:A,sy:M,data_x:E,data_y:I,segment_index:ne,indices:G.multiline_indices,name:w.model.name};H.add(N,q,this._render_tooltips(R,ie,D))}}}}}},t.prototype._emit_callback=function(e){for(var t=0,n=this.computed_renderers;t<n.length;t++){var i=n[t],o=i.data_source.inspected,r=this.plot_view.frame,s=r.xscales[i.x_range_name],a=r.yscales[i.y_range_name],l=s.invert(e.sx),d=a.invert(e.sy),c=Object.assign({x:l,y:d},e);this.model.callback.execute(this.model,{index:o,geometry:c,renderer:i})}},t.prototype._render_tooltips=function(e,t,n){var i=this.model.tooltips;if(u.isString(i))return(G=_.div()).innerHTML=c.replace_placeholders(i,e,t,this.model.formatters,n),G;if(u.isFunction(i))return i(e,n);for(var o=_.div({style:{display:\"table\",borderSpacing:\"2px\"}}),r=0,s=i;r<s.length;r++){var a=s[r],l=a[0],d=a[1],p=_.div({style:{display:\"table-row\"}});o.appendChild(p);var m=void 0;if(m=_.div({style:{display:\"table-cell\"},class:f.bk_tooltip_row_label},0!=l.length?l+\": \":\"\"),p.appendChild(m),m=_.div({style:{display:\"table-cell\"},class:f.bk_tooltip_row_value}),p.appendChild(m),d.indexOf(\"$color\")>=0){var v=d.match(/\\$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;t<e.length;t++){e[t].do.emit()}},e.prototype.set_active=function(){for(var t=0,e=this.tools;t<e.length;t++){e[t].active=this.active}},e}(c.Model);o.ToolProxy=u,u.__name__=\"ToolProxy\",u.init_ToolProxy()},\n function _(t,o,i){var e=t(113),n=t(121),r=t(110),s=t(369),l=t(439),a=t(339),h=t(282),p=function(t){function o(o){return t.call(this,o)||this}return e.__extends(o,t),o.prototype.initialize=function(){t.prototype.initialize.call(this),this._merge_tools()},o.prototype._merge_tools=function(){var t,o=this;this._proxied_tools=[];for(var i={},e={},n={},s=[],a=[],h=0,p=this.help;h<p.length;h++){var c=p[h];r.includes(a,c.redirect)||(s.push(c),a.push(c.redirect))}for(var u in(t=this._proxied_tools).push.apply(t,s),this.help=s,this.gestures){var _=this.gestures[u];u in n||(n[u]={});for(var f=0,y=_.tools;f<y.length;f++){(O=y[f]).type in n[u]||(n[u][O.type]=[]),n[u][O.type].push(O)}}for(var v=0,d=this.inspectors;v<d.length;v++){(O=d[v]).type in i||(i[O.type]=[]),i[O.type].push(O)}for(var g=0,b=this.actions;g<b.length;g++){(O=b[g]).type in e||(e[O.type]=[]),e[O.type].push(O)}var x=function(t,i){void 0===i&&(i=!1);var e=new l.ToolProxy({tools:t,active:i});return o._proxied_tools.push(e),e};for(var u in n){_=this.gestures[u];for(var m in _.tools=[],n[u]){if((z=n[u][m]).length>0)if(\"multi\"==u)for(var w=0,T=z;w<T.length;w++){var B=x([O=T[w]]);_.tools.push(B),this.connect(B.properties.active.change,this._active_change.bind(this,B))}else{B=x(z);_.tools.push(B),this.connect(B.properties.active.change,this._active_change.bind(this,B))}}}for(var m in this.actions=[],e){var z=e[m];if(\"CustomAction\"==m)for(var P=0,L=z;P<L.length;P++){var O=L[P];this.actions.push(x([O]))}else z.length>0&&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<u.length;c++)v(u[c]);return l&&(window.document.title=e.title()),e.on_change(function(e){var n,i;e instanceof d.RootAddedEvent?v(e.model):e instanceof d.RootRemovedEvent?(n=e.model,(i=n.id)in r&&(r[i].remove(),delete r[i],delete t.index[i])):l&&e instanceof d.TitleChangedEvent&&(window.document.title=e.title)}),r}},\n function _(e,r,o){var n=e(163),t=e(164);function l(e){var r=document.getElementById(e);if(null==r)throw new Error(\"Error rendering Bokeh model: could not find #\"+e+\" HTML tag\");if(!document.body.contains(r))throw new Error(\"Error rendering Bokeh model: element #\"+e+\" must be under <body>\");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;_<h.length;_++){var u=h[_];e.session.handle(u)}e._pending_messages=[],t.logger.debug(\"Created a new session from new pulled doc\"),null!=e._on_have_session_hook&&(e._on_have_session_hook(e.session),e._on_have_session_hook=null)}else e.session.document.replace_with_json(n),t.logger.debug(\"Updated existing session with new pulled doc\")},function(e){throw e}).catch(function(e){null!=console.trace&&console.trace(e),t.logger.error(\"Failed to repull session \"+e)})},e.prototype._on_open=function(e,n){var o=this;t.logger.info(\"Websocket connection \"+this._number+\" is now open\"),this._pending_ack=[e,n],this._current_handler=function(e){o._awaiting_ack_handler(e)}},e.prototype._on_message=function(e){null==this._current_handler&&t.logger.error(\"Got a message with no current handler set\");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(e.toString())}if(null!=this._receiver.message){var n=this._receiver.message,o=n.problem();null!=o&&this._close_bad_protocol(o),this._current_handler(n)}},e.prototype._on_close=function(e){var n=this;t.logger.info(\"Lost websocket \"+this._number+\" connection, \"+e.code+\" (\"+e.reason+\")\"),this.socket=null,null!=this._pending_ack&&(this._pending_ack[1](new Error(\"Lost websocket connection, \"+e.code+\" (\"+e.reason+\")\")),this._pending_ack=null);for(var o=function(){for(var e in n._pending_replies){var o=n._pending_replies[e];return delete n._pending_replies[e],o}return null},s=o();null!=s;)s[1](\"Disconnected\"),s=o();this.closed_permanently||this._schedule_reconnect(2e3)},e.prototype._on_error=function(e){t.logger.debug(\"Websocket error on socket \"+this._number),e(new Error(\"Could not open websocket\"))},e.prototype._close_bad_protocol=function(e){t.logger.error(\"Closing connection: \"+e),null!=this.socket&&this.socket.close(1002,e)},e.prototype._awaiting_ack_handler=function(e){var n=this;\"ACK\"===e.msgtype()?(this._current_handler=function(e){return n._steady_state_handler(e)},this._repull_session_doc(),null!=this._pending_ack&&(this._pending_ack[0](this),this._pending_ack=null)):this._close_bad_protocol(\"First message was not an ACK\")},e.prototype._steady_state_handler=function(e){if(e.reqid()in this._pending_replies){var n=this._pending_replies[e.reqid()];delete this._pending_replies[e.reqid()],n[0](e)}else this.session?this.session.handle(e):this._pending_messages.push(e)},e}();o.ClientConnection=_,_.__name__=\"ClientConnection\",o.pull_session=function(e,n,o){return new Promise(function(s,r){new _(e,n,o,function(e){try{s(e)}catch(n){throw t.logger.error(\"Promise handler threw an error, closing session \"+n),e.close(),n}},function(){r(new Error(\"Connection was closed before we successfully pulled a session\"))}).connect().then(function(e){},function(e){throw t.logger.error(\"Failed to connect to Bokeh server \"+e),e})})}},\n function _(e,t,r){var n=e(127),s=function(){function e(e,t,r){this.header=e,this.metadata=t,this.content=r,this.buffers=[]}return e.assemble=function(t,r,n){return new e(JSON.parse(t),JSON.parse(r),JSON.parse(n))},e.prototype.assemble_buffer=function(e,t){if((null!=this.header.num_buffers?this.header.num_buffers:0)<=this.buffers.length)throw new Error(\"too many buffers received, expecting #{nb}\");this.buffers.push([e,t])},e.create=function(t,r,n){void 0===n&&(n={});var s=e.create_header(t);return new e(s,r,n)},e.create_header=function(e){return{msgid:n.uniqueId(),msgtype:e}},e.prototype.complete=function(){return null!=this.header&&null!=this.metadata&&null!=this.content&&(!(\"num_buffers\"in this.header)||this.buffers.length===this.header.num_buffers)},e.prototype.send=function(e){if((null!=this.header.num_buffers?this.header.num_buffers:0)>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. 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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;r<s.length;r++){var c=s[r];null!=c.notebook_comms_target&&g(c.notebook_comms_target,t);var u=l._resolve_element(c),m=l._resolve_root_elements(c);a.add_document_standalone(t,u,m)}}},\n function _(e,t,o){e(164),e(163).styles.append(\"/* notebook specific tweaks so no black outline and matching padding\\n/* can't be wrapped inside bk-root. here are the offending jupyter lines:\\n/* https://github.com/jupyter/notebook/blob/master/notebook/static/notebook/less/renderedhtml.less#L59-L76 */\\n.rendered_html .bk-root .bk-tooltip table,\\n.rendered_html .bk-root .bk-tooltip tr,\\n.rendered_html .bk-root .bk-tooltip th,\\n.rendered_html .bk-root .bk-tooltip td {\\n border: none;\\n padding: 1px;\\n}\\n\")},\n function 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e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.title.change,function(){e.label_el.textContent=e.model.title})},e.prototype.render=function(){t.prototype.render.call(this);var e=this.model.title;this.label_el=o.label({style:{display:0==e.length?\"none\":\"\"}},e),this.group_el=o.div({class:c.bk_input_group},this.label_el),this.el.appendChild(this.group_el)},e.prototype.change_input=function(){null!=this.model.callback&&this.model.callback.execute(this.model)},e}(l.ControlView);n.InputWidgetView=r,r.__name__=\"InputWidgetView\";var p=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_InputWidget=function(){this.define({title:[s.String,\"\"],callback:[s.Any]})},e}(l.Control);n.InputWidget=p,p.__name__=\"InputWidget\",p.init_InputWidget()},\n 481: function _(n,o,t){n(164),n(163).styles.append('.bk-root .bk-input {\\n display: inline-block;\\n width: 100%;\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n min-height: 31px;\\n padding: 0 12px;\\n background-color: #fff;\\n border: 1px solid #ccc;\\n border-radius: 4px;\\n}\\n.bk-root .bk-input:focus {\\n border-color: #66afe9;\\n outline: 0;\\n box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 8px rgba(102, 175, 233, 0.6);\\n}\\n.bk-root .bk-input::placeholder,\\n.bk-root .bk-input:-ms-input-placeholder,\\n.bk-root .bk-input::-moz-placeholder,\\n.bk-root .bk-input::-webkit-input-placeholder {\\n color: #999;\\n opacity: 1;\\n}\\n.bk-root .bk-input[disabled],\\n.bk-root .bk-input[readonly] {\\n cursor: not-allowed;\\n background-color: #eee;\\n opacity: 1;\\n}\\n.bk-root select[multiple].bk-input,\\n.bk-root select[size].bk-input,\\n.bk-root textarea.bk-input {\\n height: auto;\\n}\\n.bk-root .bk-input-group {\\n width: 100%;\\n height: 100%;\\n display: inline-flex;\\n display: -webkit-inline-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: start;\\n -webkit-align-items: start;\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n white-space: nowrap;\\n}\\n.bk-root .bk-input-group.bk-inline {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-input-group.bk-inline > *: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;s<r.length;s++)c(s)},t.prototype.change_active=function(e){var t=new r.Set(this.model.active);t.toggle(e),this.model.active=t.values,null!=this.model.callback&&this.model.callback.execute(this.model)},t}(l.InputGroupView);n.CheckboxGroupView=p,p.__name__=\"CheckboxGroupView\";var s=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_CheckboxGroup=function(){this.prototype.default_view=p,this.define({active:[c.Array,[]],labels:[c.Array,[]],inline:[c.Boolean,!1],callback:[c.Any]})},t}(l.InputGroup);n.CheckboxGroup=s,s.__name__=\"CheckboxGroup\",s.init_CheckboxGroup()},\n 486: function _(n,t,e){var o=n(113),r=n(475),u=function(n){function t(){return null!==n&&n.apply(this,arguments)||this}return o.__extends(t,n),t.prototype.connect_signals=function(){var t=this;n.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.render()})},t}(r.ControlView);e.InputGroupView=u,u.__name__=\"InputGroupView\";var i=function(n){function t(t){return n.call(this,t)||this}return o.__extends(t,n),t}(r.Control);e.InputGroup=i,i.__name__=\"InputGroup\"},\n 487: function _(e,t,n){var i=e(113),o=e(480),r=e(163),l=e(121),c=e(481),s=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.name.change,function(){return t.input_el.name=t.model.name||\"\"}),this.connect(this.model.properties.color.change,function(){return t.input_el.value=t.model.color}),this.connect(this.model.properties.disabled.change,function(){return t.input_el.disabled=t.model.disabled})},t.prototype.render=function(){var t=this;e.prototype.render.call(this),this.input_el=r.input({type:\"color\",class:c.bk_input,name:this.model.name,value:this.model.color,disabled:this.model.disabled}),this.input_el.addEventListener(\"change\",function(){return t.change_input()}),this.group_el.appendChild(this.input_el)},t.prototype.change_input=function(){this.model.color=this.input_el.value,e.prototype.change_input.call(this)},t}(o.InputWidgetView);n.ColorPickerView=s,s.__name__=\"ColorPickerView\";var u=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_ColorPicker=function(){this.prototype.default_view=s,this.define({color:[l.Color,\"#000000\"]})},t}(o.InputWidget);n.ColorPicker=u,u.__name__=\"ColorPicker\",u.init_ColorPicker()},\n 488: function _(t,e,i){var n=t(113),o=t(480),s=t(163),l=t(121),a=t(489),r=t(481);t(490),a.prototype.adjustPosition=function(){if(!this._o.container){this.el.style.position=\"absolute\";var t=this._o.trigger,e=this.el.offsetWidth,i=this.el.offsetHeight,n=window.innerWidth||document.documentElement.clientWidth,o=window.innerHeight||document.documentElement.clientHeight,s=window.pageYOffset||document.body.scrollTop||document.documentElement.scrollTop,l=t.getBoundingClientRect(),a=l.left+window.pageXOffset,r=l.bottom+window.pageYOffset;a-=this.el.parentElement.offsetLeft,r-=this.el.parentElement.offsetTop,(this._o.reposition&&a+e>n||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'<td class=\"is-empty\"></td>';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\"),'<td data-day=\"'+e.day+'\" class=\"'+t.join(\" \")+'\" aria-selected=\"'+n+'\"><button class=\"pika-button pika-day\" type=\"button\" data-pika-year=\"'+e.year+'\" data-pika-month=\"'+e.month+'\" data-pika-day=\"'+e.day+'\">'+e.day+\"</button></td>\"},v=function(e,t,n){return'<td class=\"pika-week\">'+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))+\"</td>\"},w=function(e,t,n,a){return'<tr class=\"pika-row'+(n?\" pick-whole-week\":\"\")+(a?\" is-selected\":\"\")+'\">'+(t?e.reverse():e).join(\"\")+\"</tr>\"},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='<div id=\"'+s+'\" class=\"pika-title\" role=\"heading\" aria-live=\"assertive\">',p=!0,y=!0;for(h=[],o=0;o<12;o++)h.push('<option value=\"'+(n===i?o-t:12+o-t)+'\"'+(o===a?' selected=\"selected\"':\"\")+(f&&o<c.minMonth||g&&o>c.maxMonth?' disabled=\"disabled\"':\"\")+\">\"+c.i18n.months[o]+\"</option>\");for(d='<div class=\"pika-label\">'+c.i18n.months[a]+'<select class=\"pika-select pika-select-month\" tabindex=\"-1\">'+h.join(\"\")+\"</select></div>\",l(c.yearRange)?(o=c.yearRange[0],r=c.yearRange[1]+1):(o=n-c.yearRange,r=1+n+c.yearRange),h=[];o<r&&o<=c.maxYear;o++)o>=c.minYear&&h.push('<option value=\"'+o+'\"'+(o===n?' selected=\"selected\"':\"\")+\">\"+o+\"</option>\");return u='<div class=\"pika-label\">'+n+c.yearSuffix+'<select class=\"pika-select pika-select-year\" tabindex=\"-1\">'+h.join(\"\")+\"</select></div>\",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+='<button class=\"pika-prev'+(p?\"\":\" is-disabled\")+'\" type=\"button\">'+c.i18n.previousMonth+\"</button>\"),t===e._o.numberOfMonths-1&&(m+='<button class=\"pika-next'+(y?\"\":\" is-disabled\")+'\" type=\"button\">'+c.i18n.nextMonth+\"</button>\"),m+\"</div>\"},M=function(e,t,n){return'<table cellpadding=\"0\" cellspacing=\"0\" class=\"pika-table\" role=\"grid\" aria-labelledby=\"'+n+'\">'+function(e){var t,n=[];for(e.showWeekNumber&&n.push(\"<th></th>\"),t=0;t<7;t++)n.push('<th scope=\"col\"><abbr title=\"'+b(e,t)+'\">'+b(e,t,!0)+\"</abbr></th>\");return\"<thead><tr>\"+(e.isRTL?n.reverse():n).join(\"\")+\"</tr></thead>\"}(e)+(\"<tbody>\"+t.join(\"\")+\"</tbody>\")+\"</table>\"},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.maxDate<t.minDate&&(t.maxDate=t.minDate=!1),t.minDate&&this.setMinDate(t.minDate),t.maxDate&&this.setMaxDate(t.maxDate),l(t.yearRange)){var a=(new Date).getFullYear()-10;t.yearRange[0]=parseInt(t.yearRange[0],10)||a,t.yearRange[1]=parseInt(t.yearRange[1],10)||a}else t.yearRange=Math.abs(parseInt(t.yearRange,10))||D.yearRange,t.yearRange>100&&(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)&&e<n?e=n:h(a)&&e>a&&(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<n.getTime()||a.getTime()<i}t&&(this.calendars=[{month:e.getMonth(),year:e.getFullYear()}],\"right\"===this._o.mainCalendar&&(this.calendars[0].month+=1-this._o.numberOfMonths)),this.adjustCalendars()}},adjustDate:function(e,t){var n,a=this.getDate()||new Date,i=24*parseInt(t)*60*60*1e3;\"add\"===e?n=new Date(a.valueOf()+i):\"subtract\"===e&&(n=new Date(a.valueOf()-i)),this.setDate(n)},adjustCalendars:function(){this.calendars[0]=y(this.calendars[0]);for(var e=1;e<this._o.numberOfMonths;e++)this.calendars[e]=y({month:this.calendars[0].month+e,year:this.calendars[0].year});this.draw()},gotoToday:function(){this.gotoDate(new Date)},gotoMonth:function(e){isNaN(e)||(this.calendars[0].month=parseInt(e,10),this.adjustCalendars())},nextMonth:function(){this.calendars[0].month++,this.adjustCalendars()},prevMonth:function(){this.calendars[0].month--,this.adjustCalendars()},gotoYear:function(e){isNaN(e)||(this.calendars[0].year=parseInt(e,10),this.adjustCalendars())},setMinDate:function(e){e instanceof Date?(f(e),this._o.minDate=e,this._o.minYear=e.getFullYear(),this._o.minMonth=e.getMonth()):(this._o.minDate=D.minDate,this._o.minYear=D.minYear,this._o.minMonth=D.minMonth,this._o.startRange=D.startRange),this.draw()},setMaxDate:function(e){e instanceof Date?(f(e),this._o.maxDate=e,this._o.maxYear=e.getFullYear(),this._o.maxMonth=e.getMonth()):(this._o.maxDate=D.maxDate,this._o.maxYear=D.maxYear,this._o.maxMonth=D.maxMonth,this._o.endRange=D.endRange),this.draw()},setStartRange:function(e){this._o.startRange=e},setEndRange:function(e){this._o.endRange=e},draw:function(e){if(this._v||e){var t,n=this._o,a=n.minYear,i=n.maxYear,s=n.minMonth,o=n.maxMonth,r=\"\";this._y<=a&&(this._y=a,!isNaN(s)&&this._m<s&&(this._m=s)),this._y>=i&&(this._y=i,!isNaN(o)&&this._m>o&&(this._m=o));for(var l=0;l<n.numberOfMonths;l++)t=\"pika-title-\"+Math.random().toString(36).replace(/[^a-z]+/g,\"\").substr(0,2),r+='<div class=\"pika-lendar\">'+k(this,l,this.calendars[l].year,this.calendars[l].month,this.calendars[0].year,t)+this.render(this.calendars[l].year,this.calendars[l].month,t)+\"</div>\";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<b;R++){var S=new Date(e,t,R-o+1),T=!!h(this._d)&&g(S,this._d),C=g(S,i),I=-1!==a.events.indexOf(S.toDateString()),Y=R<o||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.startRange<S&&S<a.endRange;Y&&(R<o?(O=D+O,E=u,j=p):(O-=s,E=m,j=y));var L={day:O,month:E,year:j,hasEvent:I,isSelected:T,isToday:C,isDisabled:a.minDate&&S<a.minDate||a.maxDate&&S>a.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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divisible by step.\");return 2===this.xPct.length&&c(this.xVal,e)},g.prototype.toStepping=function(t){return t=f(this.xVal,this.xPct,t)},g.prototype.fromStepping=function(t){return function(t,e,r){if(r>=100)return t.slice(-1)[0];var n,i=p(r,e);return function(t,e){return e*(t[1]-t[0])/100+t[0]}([t[i-1],t[i]],(r-(n=e[i-1]))*u(n,e[i]))}(this.xVal,this.xPct,t)},g.prototype.getStep=function(t){return t=d(this.xPct,this.xSteps,this.snap,t)},g.prototype.getNearbySteps=function(t){var e=p(t,this.xPct);return{stepBefore:{startValue:this.xVal[e-2],step:this.xNumSteps[e-2],highestStep:this.xHighestCompleteStep[e-2]},thisStep:{startValue:this.xVal[e-1],step:this.xNumSteps[e-1],highestStep:this.xHighestCompleteStep[e-1]},stepAfter:{startValue:this.xVal[e-0],step:this.xNumSteps[e-0],highestStep:this.xHighestCompleteStep[e-0]}}},g.prototype.countStepDecimals=function(){var t=this.xNumSteps.map(o);return Math.max.apply(null,t)},g.prototype.convert=function(t){return this.getStep(this.toStepping(t))};var v={to:function(t){return void 0!==t&&t.toFixed(2)},from:Number};function b(e){if(function(t){return\"object\"==typeof t&&\"function\"==typeof t.to&&\"function\"==typeof t.from}(e))return!0;throw new Error(\"noUiSlider (\"+t+\"): 'format' requires 'to' and 'from' methods.\")}function S(e,n){if(!r(n))throw new Error(\"noUiSlider (\"+t+\"): 'step' is not numeric.\");e.singleStep=n}function w(e,r){if(\"object\"!=typeof r||Array.isArray(r))throw new Error(\"noUiSlider (\"+t+\"): 'range' is not an object.\");if(void 0===r.min||void 0===r.max)throw new Error(\"noUiSlider (\"+t+\"): Missing 'min' or 'max' in 'range'.\");if(r.min===r.max)throw new Error(\"noUiSlider (\"+t+\"): 'range' 'min' and 'max' cannot be equal.\");e.spectrum=new g(r,e.snap,e.singleStep)}function x(e,r){if(r=i(r),!Array.isArray(r)||!r.length)throw new Error(\"noUiSlider (\"+t+\"): 'start' option is incorrect.\");e.handles=r.length,e.start=r}function y(e,r){if(e.snap=r,\"boolean\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'snap' option must be a boolean.\")}function E(e,r){if(e.animate=r,\"boolean\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'animate' option must be a boolean.\")}function C(e,r){if(e.animationDuration=r,\"number\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'animationDuration' option must be a number.\")}function N(e,r){var n,i=[!1];if(\"lower\"===r?r=[!0,!1]:\"upper\"===r&&(r=[!1,!0]),!0===r||!1===r){for(n=1;n<e.handles;n++)i.push(r);i.push(!1)}else{if(!Array.isArray(r)||!r.length||r.length!==e.handles+1)throw new Error(\"noUiSlider (\"+t+\"): 'connect' option doesn't match handle count.\");i=r}e.connect=i}function U(e,r){switch(r){case\"horizontal\":e.ort=0;break;case\"vertical\":e.ort=1;break;default:throw new Error(\"noUiSlider (\"+t+\"): 'orientation' option is invalid.\")}}function P(e,n){if(!r(n))throw new Error(\"noUiSlider (\"+t+\"): 'margin' option must be numeric.\");if(0!==n&&(e.margin=e.spectrum.getMargin(n),!e.margin))throw new Error(\"noUiSlider (\"+t+\"): 'margin' option is only supported on linear sliders.\")}function A(e,n){if(!r(n))throw new Error(\"noUiSlider (\"+t+\"): 'limit' option must be numeric.\");if(e.limit=e.spectrum.getMargin(n),!e.limit||e.handles<2)throw new Error(\"noUiSlider (\"+t+\"): 'limit' option is only supported on linear sliders with 2 or more handles.\")}function M(e,n){if(!r(n))throw new Error(\"noUiSlider (\"+t+\"): 'padding' option must be numeric.\");if(0!==n){if(e.padding=e.spectrum.getMargin(n),!e.padding)throw new Error(\"noUiSlider (\"+t+\"): 'padding' option is only supported on linear sliders.\");if(e.padding<0)throw new Error(\"noUiSlider (\"+t+\"): 'padding' option must be a positive number.\");if(e.padding>=50)throw new Error(\"noUiSlider (\"+t+\"): 'padding' option must be less than half the range.\")}}function O(e,r){switch(r){case\"ltr\":e.dir=0;break;case\"rtl\":e.dir=1;break;default:throw new Error(\"noUiSlider (\"+t+\"): 'direction' option was not recognized.\")}}function k(e,r){if(\"string\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'behaviour' must be a string containing options.\");var n=r.indexOf(\"tap\")>=0,i=r.indexOf(\"drag\")>=0,o=r.indexOf(\"fixed\")>=0,s=r.indexOf(\"snap\")>=0,a=r.indexOf(\"hover\")>=0;if(o){if(2!==e.handles)throw new Error(\"noUiSlider (\"+t+\"): 'fixed' behaviour must be used with 2 handles\");P(e,e.start[1]-e.start[0])}e.events={tap:n||s,drag:i,fixed:o,snap:s,hover:a}}function V(e,r){if(e.multitouch=r,\"boolean\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'multitouch' option must be a boolean.\")}function F(e,r){if(!1!==r)if(!0===r){e.tooltips=[];for(var n=0;n<e.handles;n++)e.tooltips.push(!0)}else{if(e.tooltips=i(r),e.tooltips.length!==e.handles)throw new Error(\"noUiSlider (\"+t+\"): must pass a formatter for all handles.\");e.tooltips.forEach(function(e){if(\"boolean\"!=typeof e&&(\"object\"!=typeof e||\"function\"!=typeof e.to))throw new Error(\"noUiSlider (\"+t+\"): 'tooltips' must be passed a formatter or 'false'.\")})}}function L(t,e){t.ariaFormat=e,b(e)}function z(t,e){t.format=e,b(e)}function j(e,r){if(void 0!==r&&\"string\"!=typeof r&&!1!==r)throw new Error(\"noUiSlider (\"+t+\"): 'cssPrefix' must be a string or `false`.\");e.cssPrefix=r}function H(e,r){if(void 0!==r&&\"object\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'cssClasses' must be an object.\");if(\"string\"==typeof e.cssPrefix)for(var n in e.cssClasses={},r)r.hasOwnProperty(n)&&(e.cssClasses[n]=e.cssPrefix+r[n]);else e.cssClasses=r}function D(e,r){if(!0!==r&&!1!==r)throw new Error(\"noUiSlider (\"+t+\"): 'useRequestAnimationFrame' option should be true (default) or false.\");e.useRequestAnimationFrame=r}function q(e){var r={margin:0,limit:0,padding:0,animate:!0,animationDuration:300,ariaFormat:v,format:v},n={step:{r:!1,t:S},start:{r:!0,t:x},connect:{r:!0,t:N},direction:{r:!0,t:O},snap:{r:!1,t:y},animate:{r:!1,t:E},animationDuration:{r:!1,t:C},range:{r:!0,t:w},orientation:{r:!1,t:U},margin:{r:!1,t:P},limit:{r:!1,t:A},padding:{r:!1,t:M},behaviour:{r:!0,t:k},multitouch:{r:!0,t:V},ariaFormat:{r:!1,t:L},format:{r:!1,t:z},tooltips:{r:!1,t:F},cssPrefix:{r:!1,t:j},cssClasses:{r:!1,t:H},useRequestAnimationFrame:{r:!1,t:D}},i={connect:!1,direction:\"ltr\",behaviour:\"tap\",multitouch:!1,orientation:\"horizontal\",cssPrefix:\"noUi-\",cssClasses:{target:\"target\",base:\"base\",origin:\"origin\",handle:\"handle\",handleLower:\"handle-lower\",handleUpper:\"handle-upper\",horizontal:\"horizontal\",vertical:\"vertical\",background:\"background\",connect:\"connect\",ltr:\"ltr\",rtl:\"rtl\",draggable:\"draggable\",drag:\"state-drag\",tap:\"state-tap\",active:\"active\",tooltip:\"tooltip\",pips:\"pips\",pipsHorizontal:\"pips-horizontal\",pipsVertical:\"pips-vertical\",marker:\"marker\",markerHorizontal:\"marker-horizontal\",markerVertical:\"marker-vertical\",markerNormal:\"marker-normal\",markerLarge:\"marker-large\",markerSub:\"marker-sub\",value:\"value\",valueHorizontal:\"value-horizontal\",valueVertical:\"value-vertical\",valueNormal:\"value-normal\",valueLarge:\"value-large\",valueSub:\"value-sub\"},useRequestAnimationFrame:!0};e.format&&!e.ariaFormat&&(e.ariaFormat=e.format),Object.keys(n).forEach(function(o){if(void 0===e[o]&&void 0===i[o]){if(n[o].r)throw new Error(\"noUiSlider (\"+t+\"): '\"+o+\"' is required.\");return!0}n[o].t(r,void 0===e[o]?i[o]:e[o])}),r.pips=e.pips;var o=[[\"left\",\"top\"],[\"right\",\"bottom\"]];return r.style=o[r.dir][r.ort],r.styleOposite=o[r.dir?0:1][r.ort],r}function T(r,o,u){var c,p,f,d,h,m,g,v=window.navigator.pointerEnabled?{start:\"pointerdown\",move:\"pointermove\",end:\"pointerup\"}:window.navigator.msPointerEnabled?{start:\"MSPointerDown\",move:\"MSPointerMove\",end:\"MSPointerUp\"}:{start:\"mousedown touchstart\",move:\"mousemove touchmove\",end:\"mouseup touchend\"},b=window.CSS&&CSS.supports&&CSS.supports(\"touch-action\",\"none\")&&function(){var t=!1;try{var e=Object.defineProperty({},\"passive\",{get:function(){t=!0}});window.addEventListener(\"test\",null,e)}catch(t){}return t}(),S=r,w=[],x=[],y=0,E=o.spectrum,C=[],N={},U=r.ownerDocument,P=U.documentElement,A=U.body;function M(t,e){var r=U.createElement(\"div\");return e&&s(r,e),t.appendChild(r),r}function O(t,e){var r=M(t,o.cssClasses.origin),n=M(r,o.cssClasses.handle);return n.setAttribute(\"data-handle\",e),n.setAttribute(\"tabindex\",\"0\"),n.setAttribute(\"role\",\"slider\"),n.setAttribute(\"aria-orientation\",o.ort?\"vertical\":\"horizontal\"),0===e?s(n,o.cssClasses.handleLower):e===o.handles-1&&s(n,o.cssClasses.handleUpper),r}function k(t,e){return!!e&&M(t,o.cssClasses.connect)}function V(t,e){return!!o.tooltips[e]&&M(t.firstChild,o.cssClasses.tooltip)}function F(t,e,r){var n=U.createElement(\"div\"),i=[o.cssClasses.valueNormal,o.cssClasses.valueLarge,o.cssClasses.valueSub],a=[o.cssClasses.markerNormal,o.cssClasses.markerLarge,o.cssClasses.markerSub],l=[o.cssClasses.valueHorizontal,o.cssClasses.valueVertical],u=[o.cssClasses.markerHorizontal,o.cssClasses.markerVertical];function c(t,e){var r=e===o.cssClasses.value,n=r?i:a;return e+\" \"+(r?l:u)[o.ort]+\" \"+n[t]}return 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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 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l.MenuItemClick(i)),this.model.value=i,null!=this.model.callback&&this.model.callback.execute(this.model)):(i.execute(this.model,{index:e}),null!=this.model.callback&&this.model.callback.execute(this.model))}},t}(o.AbstractButtonView);i.DropdownView=_,_.__name__=\"DropdownView\";var h=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Dropdown=function(){this.prototype.default_view=_,this.define({split:[r.Boolean,!1],menu:[r.Array,[]],value:[r.String],default_value:[r.String]}),this.override({label:\"Dropdown\"})},Object.defineProperty(t.prototype,\"is_split\",{get:function(){return this.split||null!=this.default_value},enumerable:!0,configurable:!0}),t}(o.AbstractButton);i.Dropdown=h,h.__name__=\"Dropdown\",h.init_Dropdown()},\n 501: function _(t,e,i){var n=t(113),l=t(121),o=t(534),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.render()}),this.connect(this.model.properties.width.change,function(){return e.render()})},e.prototype.render=function(){var t=this;this.dialogEl||(this.dialogEl=document.createElement(\"input\"),this.dialogEl.type=\"file\",this.dialogEl.multiple=!1,null!=this.model.accept&&\"\"!=this.model.accept&&(this.dialogEl.accept=this.model.accept),this.dialogEl.style.width=\"{this.model.width}px\",this.dialogEl.onchange=function(e){return t.load_file(e)},this.el.appendChild(this.dialogEl))},e.prototype.load_file=function(t){var e=this,i=new FileReader;this.model.filename=t.target.files[0].name,i.onload=function(t){return e.file(t)},i.readAsDataURL(t.target.files[0])},e.prototype.file=function(t){var e=t.target.result.split(\",\"),i=e[1],n=e[0].split(\":\")[1].split(\";\")[0];this.model.value=i,this.model.mime_type=n},e}(o.WidgetView);i.FileInputView=a,a.__name__=\"FileInputView\";var r=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_FileInput=function(){this.prototype.default_view=a,this.define({value:[l.String,\"\"],mime_type:[l.String,\"\"],filename:[l.String,\"\"],accept:[l.String,\"\"]})},e}(o.Widget);i.FileInput=r,r.__name__=\"FileInput\",r.init_FileInput()},\n 502: function _(e,t,n){var i=e(113),r=e(163),l=e(109),o=e(117),s=e(121),c=e(480),u=e(481),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.value.change,function(){return t.render_selection()}),this.connect(this.model.properties.options.change,function(){return t.render()}),this.connect(this.model.properties.name.change,function(){return t.render()}),this.connect(this.model.properties.title.change,function(){return t.render()}),this.connect(this.model.properties.size.change,function(){return t.render()}),this.connect(this.model.properties.disabled.change,function(){return t.render()})},t.prototype.render=function(){var t=this;e.prototype.render.call(this);var n=this.model.options.map(function(e){var t,n;return l.isString(e)?t=n=e:(t=e[0],n=e[1]),r.option({value:t},n)});this.select_el=r.select({multiple:!0,class:u.bk_input,name:this.model.name,disabled:this.model.disabled},n),this.select_el.addEventListener(\"change\",function(){return t.change_input()}),this.group_el.appendChild(this.select_el),this.render_selection()},t.prototype.render_selection=function(){for(var e=new o.Set(this.model.value),t=0,n=Array.from(this.el.querySelectorAll(\"option\"));t<n.length;t++){var i=n[t];i.selected=e.has(i.value)}this.select_el.size=this.model.size},t.prototype.change_input=function(){for(var t=null!=this.el.querySelector(\"select:focus\"),n=[],i=0,r=Array.from(this.el.querySelectorAll(\"option\"));i<r.length;i++){var 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n.__extends(t,r),t.init_Paragraph=function(){this.prototype.default_view=p},t}(e.Markup);a.Paragraph=_,_.__name__=\"Paragraph\",_.init_Paragraph()},\n 504: function _(t,n,e){var r=t(113),i=t(479),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n.prototype.render=function(){t.prototype.render.call(this),this.input_el.type=\"password\"},n}(i.TextInputView);e.PasswordInputView=s,s.__name__=\"PasswordInputView\";var u=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_PasswordInput=function(){this.prototype.default_view=s},n}(i.TextInput);e.PasswordInput=u,u.__name__=\"PasswordInput\",u.init_PasswordInput()},\n 505: function _(e,t,r){var n=e(113),i=e(498),o=e(163),u=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.render=function(){e.prototype.render.call(this);var t=o.pre({style:{overflow:\"auto\"}},this.model.text);this.markup_el.appendChild(t)},t}(i.MarkupView);r.PreTextView=u,u.__name__=\"PreTextView\";var _=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_PreText=function(){this.prototype.default_view=u},t}(i.Markup);r.PreText=_,_.__name__=\"PreText\",_.init_PreText()},\n 506: function _(t,o,i){var n=t(113),e=t(484),u=t(163),a=t(121),c=t(240),r=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(o,t),o.prototype.change_active=function(t){this.model.active!==t&&(this.model.active=t,null!=this.model.callback&&this.model.callback.execute(this.model))},o.prototype._update_active=function(){var t=this.model.active;this._buttons.forEach(function(o,i){u.classes(o).toggle(c.bk_active,t===i)})},o}(e.ButtonGroupView);i.RadioButtonGroupView=r,r.__name__=\"RadioButtonGroupView\";var l=function(t){function o(o){return t.call(this,o)||this}return 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l=a.label({},o,a.span({},c[e]));n.appendChild(l)},s=this,h=0;h<c.length;h++)p(h)},i.prototype.change_active=function(e){this.model.active=e,null!=this.model.callback&&this.model.callback.execute(this.model)},i}(r.InputGroupView);n.RadioGroupView=c,c.__name__=\"RadioGroupView\";var p=function(e){function i(i){return e.call(this,i)||this}return t.__extends(i,e),i.init_RadioGroup=function(){this.prototype.default_view=c,this.define({active:[l.Number],labels:[l.Array,[]],inline:[l.Boolean,!1],callback:[l.Any]})},i}(r.InputGroup);n.RadioGroup=p,p.__name__=\"RadioGroup\",p.init_RadioGroup()},\n 508: function _(e,t,n){var r=e(113),i=e(255),a=e(492),o=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t}(a.AbstractRangeSliderView);n.RangeSliderView=o,o.__name__=\"RangeSliderView\";var _=function(e){function t(t){var n=e.call(this,t)||this;return n.behaviour=\"drag\",n.connected=[!1,!0,!1],n}return 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r=n[s];e.push(o.optgroup({label:s},this.build_options(r)))}}this.select_el=o.select({class:c.bk_input,id:this.model.id,name:this.model.name,disabled:this.model.disabled},e),this.select_el.addEventListener(\"change\",function(){return i.change_input()}),this.group_el.appendChild(this.select_el)},e.prototype.change_input=function(){var e=this.select_el.value;s.logger.debug(\"selectbox: value = \"+e),this.model.value=e,t.prototype.change_input.call(this)},e}(a.InputWidgetView);i.SelectView=u,u.__name__=\"SelectView\";var p=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Select=function(){this.prototype.default_view=u,this.define({value:[r.String,\"\"],options:[r.Any,[]]})},e}(a.InputWidget);i.Select=p,p.__name__=\"Select\",p.init_Select()},\n 510: function _(t,e,r){var i=t(113),n=t(255),o=t(492),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e}(o.AbstractSliderView);r.SliderView=_,_.__name__=\"SliderView\";var a=function(t){function e(e){var r=t.call(this,e)||this;return r.behaviour=\"tap\",r.connected=[!0,!1],r}return i.__extends(e,t),e.init_Slider=function(){this.prototype.default_view=_,this.override({format:\"0[.]00\"})},e.prototype._formatter=function(t,e){return n.format(t,e)},e}(o.AbstractSlider);r.Slider=a,a.__name__=\"Slider\",a.init_Slider()},\n 511: function _(e,t,n){var i=e(113),l=e(480),o=e(163),s=e(121),h=e(481),p=Math.floor,u=Math.max,r=Math.min;function a(e){return p(e)!==e?e.toString().replace(\"/0+$/\",\"\").split(\".\")[1].length:0}var d=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.low.change,function(){var e=t.model.low;null!=e&&(t.input_el.min=e.toFixed(16))}),this.connect(this.model.properties.high.change,function(){var e=t.model.high;null!=e&&(t.input_el.max=e.toFixed(16))}),this.connect(this.model.properties.step.change,function(){var e=t.model.step;t.input_el.step=e.toFixed(16)}),this.connect(this.model.properties.value.change,function(){var e=t.model,n=e.value,i=e.step;t.input_el.value=n.toFixed(a(i)).replace(/(\\.[0-9]*[1-9])0+$|\\.0*$/,\"$1\")}),this.connect(this.model.properties.disabled.change,function(){t.input_el.disabled=t.model.disabled})},t.prototype.render=function(){var t=this;e.prototype.render.call(this),this.input_el=o.input({type:\"number\",class:h.bk_input,name:this.model.name,min:this.model.low,max:this.model.high,value:this.model.value,step:this.model.step,disabled:this.model.disabled}),this.input_el.addEventListener(\"change\",function(){return t.change_input()}),this.group_el.appendChild(this.input_el)},t.prototype.change_input=function(){if(this.input_el.value){var t=this.model.step,n=Number(this.input_el.value);null!=this.model.low&&(n=u(n,this.model.low)),null!=this.model.high&&(n=r(n,this.model.high)),this.model.value=Number(n.toFixed(a(t))),e.prototype.change_input.call(this)}},t}(l.InputWidgetView);n.SpinnerView=d,d.__name__=\"SpinnerView\";var c=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Spinner=function(){this.prototype.default_view=d,this.define({value:[s.Number,0],low:[s.Number,null],high:[s.Number,null],step:[s.Number,1]})},t}(l.InputWidget);n.Spinner=c,c.__name__=\"Spinner\",c.init_Spinner()},\n 512: function _(e,t,n){var i=e(113),o=e(479),l=e(480),r=e(163),s=e(121),u=e(481),a=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.name.change,function(){return t.input_el.name=t.model.name||\"\"}),this.connect(this.model.properties.value.change,function(){return t.input_el.value=t.model.value}),this.connect(this.model.properties.disabled.change,function(){return t.input_el.disabled=t.model.disabled}),this.connect(this.model.properties.placeholder.change,function(){return t.input_el.placeholder=t.model.placeholder}),this.connect(this.model.properties.rows.change,function(){return t.input_el.rows=t.model.rows}),this.connect(this.model.properties.cols.change,function(){return t.input_el.cols=t.model.cols}),this.connect(this.model.properties.max_length.change,function(){return t.input_el.maxLength=t.model.max_length})},t.prototype.render=function(){var 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{});\n })\n\n //# sourceMappingURL=bokeh-widgets.min.js.map\n\n /* END bokeh-widgets.min.js */\n },\n \n function(Bokeh) {\n /* BEGIN bokeh-tables.min.js */\n /*!\n * Copyright (c) 2012 - 2019, Anaconda, Inc., and Bokeh Contributors\n * All rights reserved.\n * \n * Redistribution and use in source and binary forms, with or without modification,\n * are permitted provided that the following conditions are met:\n * \n * Redistributions of source code must retain the above copyright notice,\n * this list of conditions and the following disclaimer.\n * \n * Redistributions in binary form must reproduce the above copyright notice,\n * this list of conditions and the following disclaimer in the documentation\n * and/or other materials provided with the distribution.\n * \n * Neither the name of Anaconda nor the names of any contributors\n * may be used to endorse or promote products derived from this software\n * without specific prior written permission.\n * \n * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n * THE POSSIBILITY OF SUCH DAMAGE.\n */\n (function(root, factory) {\n factory(root[\"Bokeh\"]);\n })(this, function(Bokeh) {\n var define;\n return (function(modules, entry, aliases, externals) {\n if (Bokeh != null) {\n return Bokeh.register_plugin(modules, entry, aliases, externals);\n } else {\n throw new Error(\"Cannot find Bokeh. 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t=this.grid.getColumns(),i=this.grid.getSortColumns().map(function(i){return{sortCol:{field:t[e.grid.getColumnIndex(i.columnId)].field},sortAsc:i.sortAsc}});this.data.sort(i)}this.grid.invalidate(),this.grid.render()},t.prototype.updateSelection=function(){var e=this;if(!this._in_selection_update){var t=this.model.source.selected.indices.map(function(t){return e.data.index.indexOf(t)}).sort();this._in_selection_update=!0,this.grid.setSelectedRows(t),this._in_selection_update=!1;var i=this.grid.getViewport(),n=this.model.get_scroll_index(i,t);null!=n&&this.grid.scrollRowToTop(n)}},t.prototype.newIndexColumn=function(){return{id:d.uniqueId(),name:this.model.index_header,field:i.DTINDEX_NAME,width:this.model.index_width,behavior:\"select\",cannotTriggerInsert:!0,resizable:!1,selectable:!1,sortable:!0,cssClass:g.bk_cell_index,headerCssClass:g.bk_header_index}},t.prototype.css_classes=function(){return e.prototype.css_classes.call(this).concat(g.bk_data_table)},t.prototype.render=function(){var e,t=this,i=this.model.columns.map(function(e){return e.toColumn()});if(\"checkbox\"==this.model.selectable&&(e=new r({cssClass:g.bk_cell_select}),i.unshift(e.getColumnDefinition())),null!=this.model.index_position){var n=this.model.index_position,a=this.newIndexColumn();-1==n?i.push(a):n<-1?i.splice(n+1,0,a):i.splice(n,0,a)}var d=this.model.reorderable;!d||\"undefined\"!=typeof $&&null!=$.fn&&null!=$.fn.sortable||(this._warned_not_reorderable||(_.logger.warn(\"jquery-ui is required to enable DataTable.reorderable\"),this._warned_not_reorderable=!0),d=!1);var u={enableCellNavigation:!1!==this.model.selectable,enableColumnReorder:d,forceFitColumns:this.model.fit_columns,multiColumnSort:this.model.sortable,editable:this.model.editable,autoEdit:!1,rowHeight:this.model.row_height};if(this.data=new b(this.model.source,this.model.view),this.grid=new l.Grid(this.el,this.data,i,u),this.grid.onSort.subscribe(function(e,n){t.model.sortable&&(i=n.sortCols,t.data.sort(i),t.grid.invalidate(),t.updateSelection(),t.grid.render(),t.model.header_row||t._hide_header(),t.model.update_sort_columns(i))}),!1!==this.model.selectable){this.grid.setSelectionModel(new o({selectActiveRow:null==e})),null!=e&&this.grid.registerPlugin(e);var h={dataItemColumnValueExtractor:function(e,t){var i=e[t.field];return c.isString(i)&&(i=i.replace(/\\n/g,\"\\\\n\")),i},includeHeaderWhenCopying:!1};this.grid.registerPlugin(new s(h)),this.grid.onSelectedRowsChanged.subscribe(function(e,i){t._in_selection_update||(t.model.source.selected.indices=i.rows.map(function(e){return t.data.index[e]}))}),this.updateSelection(),this.model.header_row||this._hide_header()}},t.prototype._hide_header=function(){for(var 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t=!0,i=null!=e&&e+\"queueHooks\",o=b.timers,a=Y.get(this);if(i)a[i]&&a[i].stop&&r(a[i]);else for(i in a)a[i]&&a[i].stop&&at.test(i)&&r(a[i]);for(i=o.length;i--;)o[i].elem!==this||null!=e&&o[i].queue!==e||(o[i].anim.stop(n),t=!1,o.splice(i,1));!t&&n||b.dequeue(this,e)})},finish:function(e){return!1!==e&&(e=e||\"fx\"),this.each(function(){var t,n=Y.get(this),r=n[e+\"queue\"],i=n[e+\"queueHooks\"],o=b.timers,a=r?r.length:0;for(n.finish=!0,b.queue(this,e,[]),i&&i.stop&&i.stop.call(this,!0),t=o.length;t--;)o[t].elem===this&&o[t].queue===e&&(o[t].anim.stop(!0),o.splice(t,1));for(t=0;t<a;t++)r[t]&&r[t].finish&&r[t].finish.call(this);delete n.finish})}}),b.each([\"toggle\",\"show\",\"hide\"],function(e,t){var n=b.fn[t];b.fn[t]=function(e,r,i){return null==e||\"boolean\"==typeof 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e=r.createElement(\"input\"),t=r.createElement(\"select\").appendChild(r.createElement(\"option\"));e.type=\"checkbox\",h.checkOn=\"\"!==e.value,h.optSelected=t.selected,(e=r.createElement(\"input\")).value=\"t\",e.type=\"radio\",h.radioValue=\"t\"===e.value}();var pt,dt=b.expr.attrHandle;b.fn.extend({attr:function(e,t){return B(this,b.attr,e,t,arguments.length>1)},removeAttr:function(e){return this.each(function(){b.removeAttr(this,e)})}}),b.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return void 0===e.getAttribute?b.prop(e,t,n):(1===o&&b.isXMLDoc(e)||(i=b.attrHooks[t.toLowerCase()]||(b.expr.match.bool.test(t)?pt:void 0)),void 0!==n?null===n?void b.removeAttr(e,t):i&&\"set\"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+\"\"),n):i&&\"get\"in i&&null!==(r=i.get(e,t))?r:null==(r=b.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!h.radioValue&&\"radio\"===t&&N(e,\"input\")){var n=e.value;return e.setAttribute(\"type\",t),n&&(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&&t.match(P);if(i&&1===e.nodeType)for(;n=i[r++];)e.removeAttribute(n)}}),pt={set:function(e,t,n){return!1===t?b.removeAttr(e,n):e.setAttribute(n,n),n}},b.each(b.expr.match.bool.source.match(/\\w+/g),function(e,t){var n=dt[t]||b.find.attr;dt[t]=function(e,t,r){var i,o,a=t.toLowerCase();return r||(o=dt[a],dt[a]=i,i=null!=n(e,t,r)?a:null,dt[a]=o),i}});var ht=/^(?:input|select|textarea|button)$/i,gt=/^(?:a|area)$/i;function vt(e){return(e.match(P)||[]).join(\" \")}function yt(e){return e.getAttribute&&e.getAttribute(\"class\")||\"\"}function mt(e){return Array.isArray(e)?e:\"string\"==typeof e&&e.match(P)||[]}b.fn.extend({prop:function(e,t){return B(this,b.prop,e,t,arguments.length>1)},removeProp:function(e){return this.each(function(){delete this[b.propFix[e]||e]})}}),b.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return 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t,i,o,a;if(r)for(i=0,o=b(this),a=mt(e);t=a[i++];)o.hasClass(t)?o.removeClass(t):o.addClass(t);else void 0!==e&&\"boolean\"!==n||((t=yt(this))&&Y.set(this,\"__className__\",t),this.setAttribute&&this.setAttribute(\"class\",t||!1===e?\"\":Y.get(this,\"__className__\")||\"\"))})},hasClass:function(e){var t,n,r=0;for(t=\" \"+e+\" \";n=this[r++];)if(1===n.nodeType&&(\" \"+vt(yt(n))+\" \").indexOf(t)>-1)return!0;return!1}});var xt=/\\r/g;b.fn.extend({val:function(e){var t,n,r,i=this[0];return arguments.length?(r=g(e),this.each(function(n){var i;1===this.nodeType&&(null==(i=r?e.call(this,n,b(this).val()):e)?i=\"\":\"number\"==typeof i?i+=\"\":Array.isArray(i)&&(i=b.map(i,function(e){return null==e?\"\":e+\"\"})),(t=b.valHooks[this.type]||b.valHooks[this.nodeName.toLowerCase()])&&\"set\"in t&&void 0!==t.set(this,i,\"value\")||(this.value=i))})):i?(t=b.valHooks[i.type]||b.valHooks[i.nodeName.toLowerCase()])&&\"get\"in t&&void 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bt=/^(?:focusinfocus|focusoutblur)$/,wt=function(e){e.stopPropagation()};b.extend(b.event,{trigger:function(t,n,i,o){var a,s,u,l,c,p,d,h,y=[i||r],m=f.call(t,\"type\")?t.type:t,x=f.call(t,\"namespace\")?t.namespace.split(\".\"):[];if(s=h=u=i=i||r,3!==i.nodeType&&8!==i.nodeType&&!bt.test(m+b.event.triggered)&&(m.indexOf(\".\")>-1&&(x=m.split(\".\"),m=x.shift(),x.sort()),c=m.indexOf(\":\")<0&&\"on\"+m,(t=t[b.expando]?t:new b.Event(m,\"object\"==typeof t&&t)).isTrigger=o?2:3,t.namespace=x.join(\".\"),t.rnamespace=t.namespace?new RegExp(\"(^|\\\\.)\"+x.join(\"\\\\.(?:.*\\\\.|)\")+\"(\\\\.|$)\"):null,t.result=void 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contextmenu\".split(\" \"),function(e,t){b.fn[t]=function(e,n){return arguments.length>0?this.on(t,null,e,n):this.trigger(t)}}),b.fn.extend({hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),b.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,\"**\"):this.off(t,e||\"**\",n)}}),b.proxy=function(e,t){var n,r,i;if(\"string\"==typeof t&&(n=e[t],t=e,e=n),g(e))return r=o.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(o.call(arguments)))}).guid=e.guid=e.guid||b.guid++,i},b.holdReady=function(e){e?b.readyWait++:b.ready(!0)},b.isArray=Array.isArray,b.parseJSON=JSON.parse,b.nodeName=N,b.isFunction=g,b.isWindow=v,b.camelCase=X,b.type=x,b.now=Date.now,b.isNumeric=function(e){var t=b.type(e);return(\"number\"===t||\"string\"===t)&&!isNaN(e-parseFloat(e))},\"function\"==typeof define&&define.amd&&define(\"jquery\",[],function(){return b});var Gt=e.jQuery,Yt=e.$;return b.noConflict=function(t){return e.$===b&&(e.$=Yt),t&&e.jQuery===b&&(e.jQuery=Gt),b},t||(e.jQuery=e.$=b),b})},\n 521: function _(t,i,n){function o(){var t=!1,i=!1;this.stopPropagation=function(){t=!0},this.isPropagationStopped=function(){return t},this.stopImmediatePropagation=function(){i=!0},this.isImmediatePropagationStopped=function(){return i}}function e(){this.__nonDataRow=!0}function r(){this.__group=!0,this.level=0,this.count=0,this.value=null,this.title=null,this.collapsed=!1,this.selectChecked=!1,this.totals=null,this.rows=[],this.groups=null,this.groupingKey=null}function s(){this.__groupTotals=!0,this.group=null,this.initialized=!1}function l(){var t=null;this.isActive=function(i){return i?t===i:null!==t},this.activate=function(i){if(i!==t){if(null!==t)throw new Error(\"SlickGrid.EditorLock.activate: an editController is still active, can't activate another editController\");if(!i.commitCurrentEdit)throw new Error(\"SlickGrid.EditorLock.activate: editController must implement .commitCurrentEdit()\");if(!i.cancelCurrentEdit)throw new Error(\"SlickGrid.EditorLock.activate: editController must implement .cancelCurrentEdit()\");t=i}},this.deactivate=function(i){if(t!==i)throw new Error(\"SlickGrid.EditorLock.deactivate: specified editController is not the currently active one\");t=null},this.commitCurrentEdit=function(){return!t||t.commitCurrentEdit()},this.cancelCurrentEdit=function(){return!t||t.cancelCurrentEdit()}}r.prototype=new e,r.prototype.equals=function(t){return this.value===t.value&&this.count===t.count&&this.collapsed===t.collapsed&&this.title===t.title},s.prototype=new e,i.exports={Event:function(){var t=[];this.subscribe=function(i){t.push(i)},this.unsubscribe=function(i){for(var n=t.length-1;n>=0;n--)t[n]===i&&t.splice(n,1)},this.notify=function(i,n,e){var r;n=n||new o,e=e||this;for(var s=0;s<t.length&&!n.isPropagationStopped()&&!n.isImmediatePropagationStopped();s++)r=t[s].call(e,n,i);return r}},EventData:o,EventHandler:function(){var t=[];this.subscribe=function(i,n){return t.push({event:i,handler:n}),i.subscribe(n),this},this.unsubscribe=function(i,n){for(var o=t.length;o--;)if(t[o].event===i&&t[o].handler===n)return t.splice(o,1),void i.unsubscribe(n);return this},this.unsubscribeAll=function(){for(var i=t.length;i--;)t[i].event.unsubscribe(t[i].handler);return t=[],this}},Range:function(t,i,n,o){void 0===n&&void 0===o&&(n=t,o=i),this.fromRow=Math.min(t,n),this.fromCell=Math.min(i,o),this.toRow=Math.max(t,n),this.toCell=Math.max(i,o),this.isSingleRow=function(){return this.fromRow==this.toRow},this.isSingleCell=function(){return this.fromRow==this.toRow&&this.fromCell==this.toCell},this.contains=function(t,i){return t>=this.fromRow&&t<=this.toRow&&i>=this.fromCell&&i<=this.toCell},this.toString=function(){return this.isSingleCell()?\"(\"+this.fromRow+\":\"+this.fromCell+\")\":\"(\"+this.fromRow+\":\"+this.fromCell+\" - \"+this.toRow+\":\"+this.toCell+\")\"}},NonDataRow:e,Group:r,GroupTotals:s,EditorLock:l,GlobalEditorLock:new l,keyCode:{BACKSPACE:8,DELETE:46,DOWN:40,END:35,ENTER:13,ESCAPE:27,ESC:27,HOME:36,INSERT:45,LEFT:37,PAGE_DOWN:34,PAGE_UP:33,RIGHT:39,TAB:9,UP:38,C:67,V:86},preClickClassName:\"slick-edit-preclick\"}},\n 522: function _(e,t,o){var l=e(519),c=e(521);t.exports={CheckboxSelectColumn:function(e){var t,o=g(),n=new c.EventHandler,i={},r=!1,d=l.extend(!0,{},{columnId:\"_checkbox_selector\",cssClass:null,hideSelectAllCheckbox:!1,toolTip:\"Select/Deselect All\",width:30,hideInColumnTitleRow:!1,hideInFilterHeaderRow:!0},e);function a(){t.updateColumnHeader(d.columnId,\"\",\"\")}function s(){l(\"#filter-checkbox-selectall-container\").hide()}function u(e,c){var n,a,s=t.getSelectedRows(),u={};for(a=0;a<s.length;a++)u[n=s[a]]=!0,u[n]!==i[n]&&(t.invalidateRow(n),delete i[n]);for(a in i)t.invalidateRow(a);i=u,t.render(),r=s.length&&s.length==t.getDataLength(),d.hideInColumnTitleRow||d.hideSelectAllCheckbox||(r?t.updateColumnHeader(d.columnId,\"<input id='header-selector\"+o+\"' type='checkbox' checked='checked'><label for='header-selector\"+o+\"'></label>\",d.toolTip):t.updateColumnHeader(d.columnId,\"<input id='header-selector\"+o+\"' type='checkbox'><label for='header-selector\"+o+\"'></label>\",d.toolTip)),d.hideInFilterHeaderRow||l(\"#header-filter-selector\"+o).prop(\"checked\",r)}function h(e,o){32==e.which&&t.getColumns()[o.cell].id===d.columnId&&(t.getEditorLock().isActive()&&!t.getEditorLock().commitCurrentEdit()||p(o.row),e.preventDefault(),e.stopImmediatePropagation())}function f(e,o){if(t.getColumns()[o.cell].id===d.columnId&&l(e.target).is(\":checkbox\")){if(t.getEditorLock().isActive()&&!t.getEditorLock().commitCurrentEdit())return e.preventDefault(),void e.stopImmediatePropagation();p(o.row),e.stopPropagation(),e.stopImmediatePropagation()}}function p(e){i[e]?t.setSelectedRows(l.grep(t.getSelectedRows(),function(t){return t!=e})):t.setSelectedRows(t.getSelectedRows().concat(e)),t.setActiveCell(e,function(){if(null===m){m=0;for(var e=t.getColumns(),o=0;o<e.length;o++)e[o].id==d.columnId&&(m=o)}return m}()),t.focus()}function b(e,o){if(o.column.id==d.columnId&&l(e.target).is(\":checkbox\")){if(t.getEditorLock().isActive()&&!t.getEditorLock().commitCurrentEdit())return e.preventDefault(),void e.stopImmediatePropagation();if(l(e.target).is(\":checked\")){for(var c=[],n=0;n<t.getDataLength();n++)c.push(n);t.setSelectedRows(c)}else t.setSelectedRows([]);e.stopPropagation(),e.stopImmediatePropagation()}}var m=null;function g(){return Math.round(1e7*Math.random())}function k(e,t,o,l,c){var n=g()+e;return c?i[e]?\"<input id='selector\"+n+\"' type='checkbox' checked='checked'><label for='selector\"+n+\"'></label>\":\"<input id='selector\"+n+\"' type='checkbox'><label for='selector\"+n+\"'></label>\":null}l.extend(this,{init:function(e){t=e,n.subscribe(t.onSelectedRowsChanged,u).subscribe(t.onClick,f).subscribe(t.onKeyDown,h),d.hideInFilterHeaderRow||function(e){e.onHeaderRowCellRendered.subscribe(function(e,t){\"sel\"===t.column.field&&(l(t.node).empty(),l(\"<span id='filter-checkbox-selectall-container'><input id='header-filter-selector\"+o+\"' type='checkbox'><label for='header-filter-selector\"+o+\"'></label></span>\").appendTo(t.node).on(\"click\",function(e){b(e,t)}))})}(e),d.hideInColumnTitleRow||n.subscribe(t.onHeaderClick,b)},destroy:function(){n.unsubscribeAll()},deSelectRows:function(e){var o,c=e.length,n=[];for(o=0;o<c;o++)i[e[o]]&&(n[n.length]=e[o]);t.setSelectedRows(l.grep(t.getSelectedRows(),function(e){return n.indexOf(e)<0}))},selectRows:function(e){var o,l=e.length,c=[];for(o=0;o<l;o++)i[e[o]]||(c[c.length]=e[o]);t.setSelectedRows(t.getSelectedRows().concat(c))},getColumnDefinition:function(){return{id:d.columnId,name:d.hideSelectAllCheckbox||d.hideInColumnTitleRow?\"\":\"<input id='header-selector\"+o+\"' type='checkbox'><label for='header-selector\"+o+\"'></label>\",toolTip:d.toolTip,field:\"sel\",width:d.width,resizable:!1,sortable:!1,cssClass:d.cssClass,hideSelectAllCheckbox:d.hideSelectAllCheckbox,formatter:k}},getOptions:function(){return d},setOptions:function(e){if((d=l.extend(!0,{},d,e)).hideSelectAllCheckbox)a(),s();else if(d.hideInColumnTitleRow?a():(r?t.updateColumnHeader(d.columnId,\"<input id='header-selector\"+o+\"' type='checkbox' checked='checked'><label for='header-selector\"+o+\"'></label>\",d.toolTip):t.updateColumnHeader(d.columnId,\"<input id='header-selector\"+o+\"' type='checkbox'><label for='header-selector\"+o+\"'></label>\",d.toolTip),n.subscribe(t.onHeaderClick,b)),d.hideInFilterHeaderRow)s();else{var c=l(\"#filter-checkbox-selectall-container\");c.show(),c.find('input[type=\"checkbox\"]').prop(\"checked\",r)}}})}}},\n 523: function _(e,t,o){var l=e(519),n=e(521),a=n.keyCode;t.exports={CellExternalCopyManager:function(e){var t,o,r=this,i=e||{},s=i.copiedCellStyleLayerKey||\"copy-manager\",u=i.copiedCellStyle||\"copied\",c=0,d=i.bodyElement||document.body,f=i.onCopyInit||null,h=i.onCopySuccess||null;function C(e){if(i.headerColumnValueExtractor){var t=i.headerColumnValueExtractor(e);if(t)return t}return e.name}function m(e,o,n){if(i.dataItemColumnValueExtractor){var a=i.dataItemColumnValueExtractor(e,o);if(a)return a}var r=\"\";if(o.editor){var s={container:l(\"<p>\"),column:o,position:{top:0,left:0},grid:t,event:n},u=new o.editor(s);u.loadValue(e),r=u.serializeValue(),u.destroy()}else r=e[o.field];return r}function g(e,o,n){if(i.dataItemColumnValueSetter)return i.dataItemColumnValueSetter(e,o,n);if(o.editor){var a={container:l(\"body\"),column:o,position:{top:0,left:0},grid:t},r=new o.editor(a);r.loadValue(e),r.applyValue(e,n),r.destroy()}else e[o.field]=n}function p(e){var t=document.createElement(\"textarea\");return t.style.position=\"absolute\",t.style.left=\"-1000px\",t.style.top=document.body.scrollTop+\"px\",t.value=e,d.appendChild(t),t.select(),t}function y(e,l){var n;if(!t.getEditorLock().isActive()||t.getOptions().autoEdit){if(e.which==a.ESC&&o&&(e.preventDefault(),w(),r.onCopyCancelled.notify({ranges:o}),o=null),(e.which===a.C||e.which===a.INSERT)&&(e.ctrlKey||e.metaKey)&&!e.shiftKey&&(f&&f.call(),0!=(n=t.getSelectionModel().getSelectedRanges()).length)){o=n,v(n),r.onCopyCells.notify({ranges:n});for(var s=t.getColumns(),u=\"\",c=0;c<n.length;c++){for(var y=n[c],D=[],S=y.fromRow;S<y.toRow+1;S++){var R=[],x=t.getDataItem(S);if(\"\"==D&&i.includeHeaderWhenCopying){for(var V=[],E=y.fromCell;E<y.toCell+1;E++)s[E].name.length>0&&V.push(C(s[E]));D.push(V.join(\"\\t\"))}for(E=y.fromCell;E<y.toCell+1;E++)R.push(m(x,s[E],e));D.push(R.join(\"\\t\"))}u+=D.join(\"\\r\\n\")+\"\\r\\n\"}if(window.clipboardData)return window.clipboardData.setData(\"Text\",u),!0;var b=document.activeElement;if((M=p(u)).focus(),setTimeout(function(){d.removeChild(M),b?b.focus():console.log(\"Not element to restore focus to after copy?\")},100),h){var I=0;I=1===n.length?n[0].toRow+1-n[0].fromRow:n.length,h.call(this,I)}return!1}if(!i.readOnlyMode&&(e.which===a.V&&(e.ctrlKey||e.metaKey)&&!e.shiftKey||e.which===a.INSERT&&e.shiftKey&&!e.ctrlKey)){var M=p(\"\");return setTimeout(function(){!function(e,t){var o=e.getColumns(),l=t.value.split(/[\\n\\f\\r]/);\"\"==l[l.length-1]&&l.pop();var n=[],a=0;d.removeChild(t);for(var s=0;s<l.length;s++)\"\"!=l[s]?n[a++]=l[s].split(\"\\t\"):n[s]=[\"\"];var u=e.getActiveCell(),c=e.getSelectionModel().getSelectedRanges(),f=c&&c.length?c[0]:null,h=null,C=null;if(f)h=f.fromRow,C=f.fromCell;else{if(!u)return;h=u.row,C=u.cell}var m=!1,p=n.length,y=n.length?n[0].length:0;1==n.length&&1==n[0].length&&f&&(m=!0,p=f.toRow-f.fromRow+1,y=f.toCell-f.fromCell+1);var w=e.getData().length-h,D=0;if(w<p&&i.newRowCreator){var S=e.getData();for(D=1;D<=p-w;D++)S.push({});e.setData(S),e.render()}var R=h+p>e.getDataLength();if(i.newRowCreator&&R){var x=h+p-e.getDataLength();i.newRowCreator(x)}var V={isClipboardCommand:!0,clippedRange:n,oldValues:[],cellExternalCopyManager:r,_options:i,setDataItemValueForColumn:g,markCopySelection:v,oneCellToMultiple:m,activeRow:h,activeCell:C,destH:p,destW:y,maxDestY:e.getDataLength(),maxDestX:e.getColumns().length,h:0,w:0,execute:function(){this.h=0;for(var t=0;t<this.destH;t++){this.oldValues[t]=[],this.w=0,this.h++;for(var l=0;l<this.destW;l++){this.w++;var a=h+t,r=C+l;if(a<this.maxDestY&&r<this.maxDestX){e.getCellNode(a,r);var i=e.getDataItem(a);this.oldValues[t][l]=i[o[r].field],m?this.setDataItemValueForColumn(i,o[r],n[0][0]):this.setDataItemValueForColumn(i,o[r],n[t]?n[t][l]:\"\"),e.updateCell(a,r),e.onCellChange.notify({row:a,cell:r,item:i,grid:e})}}}var s={fromCell:C,fromRow:h,toCell:C+this.w-1,toRow:h+this.h-1};this.markCopySelection([s]),e.getSelectionModel().setSelectedRanges([s]),this.cellExternalCopyManager.onPasteCells.notify({ranges:[s]})},undo:function(){for(var t=0;t<this.destH;t++)for(var l=0;l<this.destW;l++){var n=h+t,a=C+l;if(n<this.maxDestY&&a<this.maxDestX){e.getCellNode(n,a);var r=e.getDataItem(n);m?this.setDataItemValueForColumn(r,o[a],this.oldValues[0][0]):this.setDataItemValueForColumn(r,o[a],this.oldValues[t][l]),e.updateCell(n,a),e.onCellChange.notify({row:n,cell:a,item:r,grid:e})}}var i={fromCell:C,fromRow:h,toCell:C+this.w-1,toRow:h+this.h-1};if(this.markCopySelection([i]),e.getSelectionModel().setSelectedRanges([i]),this.cellExternalCopyManager.onPasteCells.notify({ranges:[i]}),D>1){for(var s=e.getData();D>1;D--)s.splice(s.length-1,1);e.setData(s),e.render()}}};i.clipboardCommandHandler?i.clipboardCommandHandler(V):V.execute()}(t,M)},100),!1}}}function v(e){w();for(var o=t.getColumns(),l={},n=0;n<e.length;n++)for(var a=e[n].fromRow;a<=e[n].toRow;a++){l[a]={};for(var i=e[n].fromCell;i<=e[n].toCell&&i<o.length;i++)l[a][o[i].id]=u}t.setCellCssStyles(s,l),clearTimeout(c),c=setTimeout(function(){r.clearCopySelection()},2e3)}function w(){t.removeCellCssStyles(s)}l.extend(this,{init:function(e){(t=e).onKeyDown.subscribe(y);var o=e.getSelectionModel();if(!o)throw new Error(\"Selection model is mandatory for this plugin. Please set a selection model on the grid before adding this plugin: grid.setSelectionModel(new Slick.CellSelectionModel())\");o.onSelectedRangesChanged.subscribe(function(e,o){t.focus()})},destroy:function(){t.onKeyDown.unsubscribe(y)},clearCopySelection:w,handleKeyDown:y,onCopyCells:new n.Event,onCopyCancelled:new n.Event,onPasteCells:new n.Event,setIncludeHeaderWhenCopying:function(e){i.includeHeaderWhenCopying=e}})}}},\n 524: function _(r,t,o){var _=r(113);_.__exportStar(r(521),t.exports),_.__exportStar(r(525),t.exports),_.__exportStar(r(528),t.exports),_.__exportStar(r(529),t.exports),_.__exportStar(r(530),t.exports),_.__exportStar(r(531),t.exports),_.__exportStar(r(532),t.exports)},\n 525: function _(require,module,exports){\n /**\n * @license\n * (c) 2009-2016 Michael Leibman\n * michael{dot}leibman{at}gmail{dot}com\n * http://github.com/mleibman/slickgrid\n *\n * Distributed under MIT license.\n * All rights reserved.\n *\n * SlickGrid v2.3\n *\n * NOTES:\n * Cell/row DOM manipulations are done directly bypassing jQuery's DOM manipulation methods.\n * This increases the speed dramatically, but can only be done safely because there are no event handlers\n * or data associated with any cell/row DOM nodes. Cell editors must make sure they implement .destroy()\n * and do proper cleanup.\n */\n var $=require(519),Slick=require(521),scrollbarDimensions,maxSupportedCssHeight;function SlickGrid(container,data,columns,options){$.fn.drag||require(526),$.fn.drop||require(527);var defaults={alwaysShowVerticalScroll:!1,explicitInitialization:!1,rowHeight:25,defaultColumnWidth:80,enableAddRow:!1,leaveSpaceForNewRows:!1,editable:!1,autoEdit:!0,suppressActiveCellChangeOnEdit:!1,enableCellNavigation:!0,enableColumnReorder:!0,asyncEditorLoading:!1,asyncEditorLoadDelay:100,forceFitColumns:!1,enableAsyncPostRender:!1,asyncPostRenderDelay:50,enableAsyncPostRenderCleanup:!1,asyncPostRenderCleanupDelay:40,autoHeight:!1,editorLock:Slick.GlobalEditorLock,showHeaderRow:!1,headerRowHeight:25,createFooterRow:!1,showFooterRow:!1,footerRowHeight:25,createPreHeaderPanel:!1,showPreHeaderPanel:!1,preHeaderPanelHeight:25,showTopPanel:!1,topPanelHeight:25,formatterFactory:null,editorFactory:null,cellFlashingCssClass:\"flashing\",selectedCellCssClass:\"selected\",multiSelect:!0,enableTextSelectionOnCells:!1,dataItemColumnValueExtractor:null,fullWidthRows:!1,multiColumnSort:!1,numberedMultiColumnSort:!1,tristateMultiColumnSort:!1,sortColNumberInSeparateSpan:!1,defaultFormatter:defaultFormatter,forceSyncScrolling:!1,addNewRowCssClass:\"new-row\",preserveCopiedSelectionOnPaste:!1,showCellSelection:!0,viewportClass:null,minRowBuffer:3,emulatePagingWhenScrolling:!0,editorCellNavOnLRKeys:!1},columnDefaults={name:\"\",resizable:!0,sortable:!1,minWidth:30,rerenderOnResize:!1,headerCssClass:null,defaultSortAsc:!0,focusable:!0,selectable:!0},th,h,ph,n,cj,page=0,offset=0,vScrollDir=1,initialized=!1,$container,uid=\"slickgrid_\"+Math.round(1e6*Math.random()),self=this,$focusSink,$focusSink2,$headerScroller,$headers,$headerRow,$headerRowScroller,$headerRowSpacer,$footerRow,$footerRowScroller,$footerRowSpacer,$preHeaderPanel,$preHeaderPanelScroller,$preHeaderPanelSpacer,$topPanelScroller,$topPanel,$viewport,$canvas,$style,$boundAncestors,stylesheet,columnCssRulesL,columnCssRulesR,viewportH,viewportW,canvasWidth,viewportHasHScroll,viewportHasVScroll,headerColumnWidthDiff=0,headerColumnHeightDiff=0,cellWidthDiff=0,cellHeightDiff=0,jQueryNewWidthBehaviour=!1,absoluteColumnMinWidth,tabbingDirection=1,activePosX,activeRow,activeCell,activeCellNode=null,currentEditor=null,serializedEditorValue,editController,rowsCache={},renderedRows=0,numVisibleRows,prevScrollTop=0,scrollTop=0,lastRenderedScrollTop=0,lastRenderedScrollLeft=0,prevScrollLeft=0,scrollLeft=0,selectionModel,selectedRows=[],plugins=[],cellCssClasses={},columnsById={},sortColumns=[],columnPosLeft=[],columnPosRight=[],pagingActive=!1,pagingIsLastPage=!1,scrollThrottle=ActionThrottle(render,50),h_editorLoader=null,h_render=null,h_postrender=null,h_postrenderCleanup=null,postProcessedRows={},postProcessToRow=null,postProcessFromRow=null,postProcessedCleanupQueue=[],postProcessgroupId=0,counter_rows_rendered=0,counter_rows_removed=0,rowNodeFromLastMouseWheelEvent,zombieRowNodeFromLastMouseWheelEvent,zombieRowCacheFromLastMouseWheelEvent,zombieRowPostProcessedFromLastMouseWheelEvent,cssShow={position:\"absolute\",visibility:\"hidden\",display:\"block\"},$hiddenParents,oldProps=[],columnResizeDragging=!1;function init(){if(($container=container instanceof $?container:$(container)).length<1)throw new Error(\"SlickGrid requires a valid container, \"+container+\" does not exist in the DOM.\");cacheCssForHiddenInit(),maxSupportedCssHeight=maxSupportedCssHeight||getMaxSupportedCssHeight(),options=$.extend({},defaults,options),validateAndEnforceOptions(),columnDefaults.width=options.defaultColumnWidth,columnsById={};for(var e=0;e<columns.length;e++){var o=columns[e]=$.extend({},columnDefaults,columns[e]);columnsById[o.id]=e,o.minWidth&&o.width<o.minWidth&&(o.width=o.minWidth),o.maxWidth&&o.width>o.maxWidth&&(o.width=o.maxWidth)}if(options.enableColumnReorder&&!$.fn.sortable)throw new Error(\"SlickGrid's 'enableColumnReorder = true' option requires jquery-ui.sortable module to be loaded\");editController={commitCurrentEdit:commitCurrentEdit,cancelCurrentEdit:cancelCurrentEdit},$container.empty().css(\"overflow\",\"hidden\").css(\"outline\",0).addClass(uid).addClass(\"ui-widget\"),/relative|absolute|fixed/.test($container.css(\"position\"))||$container.css(\"position\",\"relative\"),$focusSink=$(\"<div tabIndex='0' hideFocus style='position:fixed;width:0;height:0;top:0;left:0;outline:0;'></div>\").appendTo($container),options.createPreHeaderPanel&&($preHeaderPanelScroller=$(\"<div class='slick-preheader-panel ui-state-default' style='overflow:hidden;position:relative;' />\").appendTo($container),$preHeaderPanel=$(\"<div />\").appendTo($preHeaderPanelScroller),$preHeaderPanelSpacer=$(\"<div style='display:block;height:1px;position:absolute;top:0;left:0;'></div>\").appendTo($preHeaderPanelScroller),options.showPreHeaderPanel||$preHeaderPanelScroller.hide()),$headerScroller=$(\"<div class='slick-header ui-state-default' />\").appendTo($container),$headers=$(\"<div class='slick-header-columns' style='left:-1000px' />\").appendTo($headerScroller),$headerRowScroller=$(\"<div class='slick-headerrow ui-state-default' />\").appendTo($container),$headerRow=$(\"<div class='slick-headerrow-columns' />\").appendTo($headerRowScroller),$headerRowSpacer=$(\"<div style='display:block;height:1px;position:absolute;top:0;left:0;'></div>\").appendTo($headerRowScroller),$topPanelScroller=$(\"<div class='slick-top-panel-scroller ui-state-default' />\").appendTo($container),$topPanel=$(\"<div class='slick-top-panel' style='width:10000px' />\").appendTo($topPanelScroller),options.showTopPanel||$topPanelScroller.hide(),options.showHeaderRow||$headerRowScroller.hide(),($viewport=$(\"<div class='slick-viewport' style='width:100%;overflow:auto;outline:0;position:relative;;'>\").appendTo($container)).css(\"overflow-y\",options.alwaysShowVerticalScroll?\"scroll\":options.autoHeight?\"hidden\":\"auto\"),$viewport.css(\"overflow-x\",options.forceFitColumns?\"hidden\":\"auto\"),options.viewportClass&&$viewport.toggleClass(options.viewportClass,!0),$canvas=$(\"<div class='grid-canvas' />\").appendTo($viewport),scrollbarDimensions=scrollbarDimensions||measureScrollbar(),$preHeaderPanelSpacer&&$preHeaderPanelSpacer.css(\"width\",getCanvasWidth()+scrollbarDimensions.width+\"px\"),$headers.width(getHeadersWidth()),$headerRowSpacer.css(\"width\",getCanvasWidth()+scrollbarDimensions.width+\"px\"),options.createFooterRow&&($footerRowScroller=$(\"<div class='slick-footerrow ui-state-default' />\").appendTo($container),$footerRow=$(\"<div class='slick-footerrow-columns' />\").appendTo($footerRowScroller),$footerRowSpacer=$(\"<div style='display:block;height:1px;position:absolute;top:0;left:0;'></div>\").css(\"width\",getCanvasWidth()+scrollbarDimensions.width+\"px\").appendTo($footerRowScroller),options.showFooterRow||$footerRowScroller.hide()),$focusSink2=$focusSink.clone().appendTo($container),options.explicitInitialization||finishInitialization()}function finishInitialization(){initialized||(initialized=!0,viewportW=parseFloat($.css($container[0],\"width\",!0)),measureCellPaddingAndBorder(),disableSelection($headers),options.enableTextSelectionOnCells||$viewport.on(\"selectstart.ui\",function(e){return $(e.target).is(\"input,textarea\")}),updateColumnCaches(),createColumnHeaders(),setupColumnSort(),createCssRules(),resizeCanvas(),bindAncestorScrollEvents(),$container.on(\"resize.slickgrid\",resizeCanvas),$viewport.on(\"scroll\",handleScroll),$headerScroller.on(\"contextmenu\",handleHeaderContextMenu).on(\"click\",handleHeaderClick).on(\"mouseenter\",\".slick-header-column\",handleHeaderMouseEnter).on(\"mouseleave\",\".slick-header-column\",handleHeaderMouseLeave),$headerRowScroller.on(\"scroll\",handleHeaderRowScroll),options.createFooterRow&&$footerRowScroller.on(\"scroll\",handleFooterRowScroll),options.createPreHeaderPanel&&$preHeaderPanelScroller.on(\"scroll\",handlePreHeaderPanelScroll),$focusSink.add($focusSink2).on(\"keydown\",handleKeyDown),$canvas.on(\"keydown\",handleKeyDown).on(\"click\",handleClick).on(\"dblclick\",handleDblClick).on(\"contextmenu\",handleContextMenu).on(\"draginit\",handleDragInit).on(\"dragstart\",{distance:3},handleDragStart).on(\"drag\",handleDrag).on(\"dragend\",handleDragEnd).on(\"mouseenter\",\".slick-cell\",handleMouseEnter).on(\"mouseleave\",\".slick-cell\",handleMouseLeave),navigator.userAgent.toLowerCase().match(/webkit/)&&navigator.userAgent.toLowerCase().match(/macintosh/)&&$canvas.on(\"mousewheel\",handleMouseWheel),restoreCssFromHiddenInit())}function cacheCssForHiddenInit(){($hiddenParents=$container.parents().addBack().not(\":visible\")).each(function(){var e={};for(var o in cssShow)e[o]=this.style[o],this.style[o]=cssShow[o];oldProps.push(e)})}function restoreCssFromHiddenInit(){$hiddenParents.each(function(e){var o=oldProps[e];for(var t in cssShow)this.style[t]=o[t]})}function registerPlugin(e){plugins.unshift(e),e.init(self)}function unregisterPlugin(e){for(var o=plugins.length;o>=0;o--)if(plugins[o]===e){plugins[o].destroy&&plugins[o].destroy(),plugins.splice(o,1);break}}function setSelectionModel(e){selectionModel&&(selectionModel.onSelectedRangesChanged.unsubscribe(handleSelectedRangesChanged),selectionModel.destroy&&selectionModel.destroy()),(selectionModel=e)&&(selectionModel.init(self),selectionModel.onSelectedRangesChanged.subscribe(handleSelectedRangesChanged))}function getSelectionModel(){return selectionModel}function getCanvasNode(){return $canvas[0]}function measureScrollbar(){var e=$('<div class=\"'+$viewport.className+'\" style=\"position:absolute; top:-10000px; left:-10000px; overflow:auto; width:100px; height:100px;\"></div>').appendTo($viewport),o=$('<div style=\"width:200px; height:200px; overflow:auto;\"></div>').appendTo(e),t={width:e[0].offsetWidth-e[0].clientWidth,height:e[0].offsetHeight-e[0].clientHeight};return o.remove(),e.remove(),t}function getColumnTotalWidth(e){for(var o=0,t=0,l=columns.length;t<l;t++){o+=columns[t].width}return e&&(o+=scrollbarDimensions.width),o}function getHeadersWidth(){var e=getColumnTotalWidth(!options.autoHeight);return Math.max(e,viewportW)+1e3}function getCanvasWidth(){for(var e=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW,o=0,t=columns.length;t--;)o+=columns[t].width;return options.fullWidthRows?Math.max(o,e):o}function updateCanvasWidth(e){var o=canvasWidth;(canvasWidth=getCanvasWidth())!=o&&($canvas.width(canvasWidth),$headerRow.width(canvasWidth),options.createFooterRow&&$footerRow.width(canvasWidth),options.createPreHeaderPanel&&$preHeaderPanel.width(canvasWidth),$headers.width(getHeadersWidth()),viewportHasHScroll=canvasWidth>viewportW-scrollbarDimensions.width);var t=canvasWidth+(viewportHasVScroll?scrollbarDimensions.width:0);$headerRowSpacer.width(t),options.createFooterRow&&$footerRowSpacer.width(t),options.createPreHeaderPanel&&$preHeaderPanelSpacer.width(t),(canvasWidth!=o||e)&&applyColumnWidths()}function disableSelection(e){e&&e.jquery&&e.attr(\"unselectable\",\"on\").css(\"MozUserSelect\",\"none\").on(\"selectstart.ui\",function(){return!1})}function getMaxSupportedCssHeight(){for(var e=1e6,o=navigator.userAgent.toLowerCase().match(/firefox/)?6e6:1e9,t=$(\"<div style='display:none' />\").appendTo(document.body);;){var l=2*e;if(t.css(\"height\",l),l>o||t.height()!==l)break;e=l}return t.remove(),e}function getUID(){return uid}function getHeaderColumnWidthDiff(){return headerColumnWidthDiff}function getScrollbarDimensions(){return scrollbarDimensions}function bindAncestorScrollEvents(){for(var e=$canvas[0];(e=e.parentNode)!=document.body&&null!=e;)if(e==$viewport[0]||e.scrollWidth!=e.clientWidth||e.scrollHeight!=e.clientHeight){var o=$(e);$boundAncestors=$boundAncestors?$boundAncestors.add(o):o,o.on(\"scroll.\"+uid,handleActiveCellPositionChange)}}function unbindAncestorScrollEvents(){$boundAncestors&&($boundAncestors.off(\"scroll.\"+uid),$boundAncestors=null)}function updateColumnHeader(e,o,t){if(initialized){var l=getColumnIndex(e);if(null!=l){var n=columns[l],r=$headers.children().eq(l);r&&(void 0!==o&&(columns[l].name=o),void 0!==t&&(columns[l].toolTip=t),trigger(self.onBeforeHeaderCellDestroy,{node:r[0],column:n,grid:self}),r.attr(\"title\",t||\"\").children().eq(0).html(o),trigger(self.onHeaderCellRendered,{node:r[0],column:n,grid:self}))}}}function getHeader(){return $headers[0]}function getHeaderColumn(e){var o=\"number\"==typeof e?e:getColumnIndex(e),t=$headers.children().eq(o);return t&&t[0]}function getHeaderRow(){return $headerRow[0]}function getFooterRow(){return $footerRow[0]}function getPreHeaderPanel(){return $preHeaderPanel[0]}function getHeaderRowColumn(e){var o=\"number\"==typeof e?e:getColumnIndex(e),t=$headerRow.children().eq(o);return t&&t[0]}function getFooterRowColumn(e){var o=\"number\"==typeof e?e:getColumnIndex(e),t=$footerRow.children().eq(o);return t&&t[0]}function createColumnHeaders(){function e(){$(this).addClass(\"ui-state-hover\")}function o(){$(this).removeClass(\"ui-state-hover\")}$headers.find(\".slick-header-column\").each(function(){var e=$(this).data(\"column\");e&&trigger(self.onBeforeHeaderCellDestroy,{node:this,column:e,grid:self})}),$headers.empty(),$headers.width(getHeadersWidth()),$headerRow.find(\".slick-headerrow-column\").each(function(){var e=$(this).data(\"column\");e&&trigger(self.onBeforeHeaderRowCellDestroy,{node:this,column:e,grid:self})}),$headerRow.empty(),options.createFooterRow&&($footerRow.find(\".slick-footerrow-column\").each(function(){var e=$(this).data(\"column\");e&&trigger(self.onBeforeFooterRowCellDestroy,{node:this,column:e})}),$footerRow.empty());for(var t=0;t<columns.length;t++){var l=columns[t],n=$(\"<div class='ui-state-default slick-header-column' />\").html(\"<span class='slick-column-name'>\"+l.name+\"</span>\").width(l.width-headerColumnWidthDiff).attr(\"id\",\"\"+uid+l.id).attr(\"title\",l.toolTip||\"\").data(\"column\",l).addClass(l.headerCssClass||\"\").appendTo($headers);if((options.enableColumnReorder||l.sortable)&&n.on(\"mouseenter\",e).on(\"mouseleave\",o),l.sortable&&(n.addClass(\"slick-header-sortable\"),n.append(\"<span class='slick-sort-indicator\"+(options.numberedMultiColumnSort&&!options.sortColNumberInSeparateSpan?\" slick-sort-indicator-numbered\":\"\")+\"' />\"),options.numberedMultiColumnSort&&options.sortColNumberInSeparateSpan&&n.append(\"<span class='slick-sort-indicator-numbered' />\")),trigger(self.onHeaderCellRendered,{node:n[0],column:l,grid:self}),options.showHeaderRow){var r=$(\"<div class='ui-state-default slick-headerrow-column l\"+t+\" r\"+t+\"'></div>\").data(\"column\",l).appendTo($headerRow);trigger(self.onHeaderRowCellRendered,{node:r[0],column:l,grid:self})}if(options.createFooterRow&&options.showFooterRow){var i=$(\"<div class='ui-state-default slick-footerrow-column l\"+t+\" r\"+t+\"'></div>\").data(\"column\",l).appendTo($footerRow);trigger(self.onFooterRowCellRendered,{node:i[0],column:l})}}setSortColumns(sortColumns),setupColumnResize(),options.enableColumnReorder&&(\"function\"==typeof options.enableColumnReorder?options.enableColumnReorder(self,$headers,headerColumnWidthDiff,setColumns,setupColumnResize,columns,getColumnIndex,uid,trigger):setupColumnReorder())}function setupColumnSort(){$headers.click(function(e){if(!columnResizeDragging&&(e.metaKey=e.metaKey||e.ctrlKey,!$(e.target).hasClass(\"slick-resizable-handle\"))){var o=$(e.target).closest(\".slick-header-column\");if(o.length){var t=o.data(\"column\");if(t.sortable){if(!getEditorLock().commitCurrentEdit())return;for(var l=null,n=0;n<sortColumns.length;n++)if(sortColumns[n].columnId==t.id){(l=sortColumns[n]).sortAsc=!l.sortAsc;break}var r=!!l;options.tristateMultiColumnSort?(l||(l={columnId:t.id,sortAsc:t.defaultSortAsc}),r&&l.sortAsc&&(sortColumns.splice(n,1),l=null),options.multiColumnSort||(sortColumns=[]),!l||r&&options.multiColumnSort||sortColumns.push(l)):e.metaKey&&options.multiColumnSort?l&&sortColumns.splice(n,1):((e.shiftKey||e.metaKey)&&options.multiColumnSort||(sortColumns=[]),l?0==sortColumns.length&&sortColumns.push(l):(l={columnId:t.id,sortAsc:t.defaultSortAsc},sortColumns.push(l))),setSortColumns(sortColumns),options.multiColumnSort?trigger(self.onSort,{multiColumnSort:!0,sortCols:$.map(sortColumns,function(e){return{sortCol:columns[getColumnIndex(e.columnId)],sortAsc:e.sortAsc}})},e):trigger(self.onSort,{multiColumnSort:!1,sortCol:sortColumns.length>0?t:null,sortAsc:!(sortColumns.length>0)||sortColumns[0].sortAsc},e)}}}})}function setupColumnReorder(){$headers.filter(\":ui-sortable\").sortable(\"destroy\"),$headers.sortable({containment:\"parent\",distance:3,axis:\"x\",cursor:\"default\",tolerance:\"intersection\",helper:\"clone\",placeholder:\"slick-sortable-placeholder ui-state-default slick-header-column\",start:function(e,o){o.placeholder.width(o.helper.outerWidth()-headerColumnWidthDiff),$(o.helper).addClass(\"slick-header-column-active\")},beforeStop:function(e,o){$(o.helper).removeClass(\"slick-header-column-active\")},stop:function(e){if(getEditorLock().commitCurrentEdit()){for(var o=$headers.sortable(\"toArray\"),t=[],l=0;l<o.length;l++)t.push(columns[getColumnIndex(o[l].replace(uid,\"\"))]);setColumns(t),trigger(self.onColumnsReordered,{}),e.stopPropagation(),setupColumnResize()}else $(this).sortable(\"cancel\")}})}function setupColumnResize(){var e,o,t,l,n,r,i,s;(l=$headers.children()).find(\".slick-resizable-handle\").remove(),l.each(function(e,o){e>=columns.length||columns[e].resizable&&(void 0===i&&(i=e),s=e)}),void 0!==i&&l.each(function(a,c){a>=columns.length||a<i||options.forceFitColumns&&a>=s||($(c),$(\"<div class='slick-resizable-handle' />\").appendTo(c).on(\"dragstart\",function(i,s){if(!getEditorLock().commitCurrentEdit())return!1;t=i.pageX,$(this).parent().addClass(\"slick-header-column-active\");var c=null,d=null;if(l.each(function(e,o){e>=columns.length||(columns[e].previousWidth=$(o).outerWidth())}),options.forceFitColumns)for(c=0,d=0,e=a+1;e<columns.length;e++)(o=columns[e]).resizable&&(null!==d&&(o.maxWidth?d+=o.maxWidth-o.previousWidth:d=null),c+=o.previousWidth-Math.max(o.minWidth||0,absoluteColumnMinWidth));var u=0,h=0;for(e=0;e<=a;e++)(o=columns[e]).resizable&&(null!==h&&(o.maxWidth?h+=o.maxWidth-o.previousWidth:h=null),u+=o.previousWidth-Math.max(o.minWidth||0,absoluteColumnMinWidth));null===c&&(c=1e5),null===u&&(u=1e5),null===d&&(d=1e5),null===h&&(h=1e5),r=t+Math.min(c,h),n=t-Math.min(u,d)}).on(\"drag\",function(l,i){columnResizeDragging=!0;var s,c,d=Math.min(r,Math.max(n,l.pageX))-t;if(d<0){for(c=d,e=a;e>=0;e--)(o=columns[e]).resizable&&(s=Math.max(o.minWidth||0,absoluteColumnMinWidth),c&&o.previousWidth+c<s?(c+=o.previousWidth-s,o.width=s):(o.width=o.previousWidth+c,c=0));if(options.forceFitColumns)for(c=-d,e=a+1;e<columns.length;e++)(o=columns[e]).resizable&&(c&&o.maxWidth&&o.maxWidth-o.previousWidth<c?(c-=o.maxWidth-o.previousWidth,o.width=o.maxWidth):(o.width=o.previousWidth+c,c=0))}else{for(c=d,e=a;e>=0;e--)(o=columns[e]).resizable&&(c&&o.maxWidth&&o.maxWidth-o.previousWidth<c?(c-=o.maxWidth-o.previousWidth,o.width=o.maxWidth):(o.width=o.previousWidth+c,c=0));if(options.forceFitColumns)for(c=-d,e=a+1;e<columns.length;e++)(o=columns[e]).resizable&&(s=Math.max(o.minWidth||0,absoluteColumnMinWidth),c&&o.previousWidth+c<s?(c+=o.previousWidth-s,o.width=s):(o.width=o.previousWidth+c,c=0))}applyColumnHeaderWidths(),options.syncColumnCellResize&&applyColumnWidths()}).on(\"dragend\",function(t,n){var r;for($(this).parent().removeClass(\"slick-header-column-active\"),e=0;e<columns.length;e++)o=columns[e],r=$(l[e]).outerWidth(),o.previousWidth!==r&&o.rerenderOnResize&&invalidateAllRows();updateCanvasWidth(!0),render(),trigger(self.onColumnsResized,{}),setTimeout(function(){columnResizeDragging=!1},300)}))})}function getVBoxDelta(e){var o=0;return $.each([\"borderTopWidth\",\"borderBottomWidth\",\"paddingTop\",\"paddingBottom\"],function(t,l){o+=parseFloat(e.css(l))||0}),o}function measureCellPaddingAndBorder(){var e,o=[\"borderLeftWidth\",\"borderRightWidth\",\"paddingLeft\",\"paddingRight\"],t=[\"borderTopWidth\",\"borderBottomWidth\",\"paddingTop\",\"paddingBottom\"],l=$.fn.jquery.split(\".\");jQueryNewWidthBehaviour=1==l[0]&&l[1]>=8||l[0]>=2,e=$(\"<div class='ui-state-default slick-header-column' style='visibility:hidden'>-</div>\").appendTo($headers),headerColumnWidthDiff=headerColumnHeightDiff=0,\"border-box\"!=e.css(\"box-sizing\")&&\"border-box\"!=e.css(\"-moz-box-sizing\")&&\"border-box\"!=e.css(\"-webkit-box-sizing\")&&($.each(o,function(o,t){headerColumnWidthDiff+=parseFloat(e.css(t))||0}),$.each(t,function(o,t){headerColumnHeightDiff+=parseFloat(e.css(t))||0})),e.remove();var n=$(\"<div class='slick-row' />\").appendTo($canvas);e=$(\"<div class='slick-cell' id='' style='visibility:hidden'>-</div>\").appendTo(n),cellWidthDiff=cellHeightDiff=0,\"border-box\"!=e.css(\"box-sizing\")&&\"border-box\"!=e.css(\"-moz-box-sizing\")&&\"border-box\"!=e.css(\"-webkit-box-sizing\")&&($.each(o,function(o,t){cellWidthDiff+=parseFloat(e.css(t))||0}),$.each(t,function(o,t){cellHeightDiff+=parseFloat(e.css(t))||0})),n.remove(),absoluteColumnMinWidth=Math.max(headerColumnWidthDiff,cellWidthDiff)}function createCssRules(){$style=$(\"<style type='text/css' rel='stylesheet' />\").appendTo($(\"head\"));for(var e=options.rowHeight-cellHeightDiff,o=[\".\"+uid+\" .slick-header-column { left: 1000px; }\",\".\"+uid+\" .slick-top-panel { height:\"+options.topPanelHeight+\"px; }\",\".\"+uid+\" .slick-preheader-panel { height:\"+options.preHeaderPanelHeight+\"px; }\",\".\"+uid+\" .slick-headerrow-columns { height:\"+options.headerRowHeight+\"px; }\",\".\"+uid+\" .slick-footerrow-columns { height:\"+options.footerRowHeight+\"px; }\",\".\"+uid+\" .slick-cell { height:\"+e+\"px; }\",\".\"+uid+\" .slick-row { height:\"+options.rowHeight+\"px; }\"],t=0;t<columns.length;t++)o.push(\".\"+uid+\" .l\"+t+\" { }\"),o.push(\".\"+uid+\" .r\"+t+\" { }\");$style[0].styleSheet?$style[0].styleSheet.cssText=o.join(\" \"):$style[0].appendChild(document.createTextNode(o.join(\" \")))}function getColumnCssRules(e){var o;if(!stylesheet){var t=document.styleSheets;for(o=0;o<t.length;o++)if((t[o].ownerNode||t[o].owningElement)==$style[0]){stylesheet=t[o];break}if(!stylesheet)throw new Error(\"Cannot find stylesheet.\");columnCssRulesL=[],columnCssRulesR=[];var l,n,r=stylesheet.cssRules||stylesheet.rules;for(o=0;o<r.length;o++){var i=r[o].selectorText;(l=/\\.l\\d+/.exec(i))?(n=parseInt(l[0].substr(2,l[0].length-2),10),columnCssRulesL[n]=r[o]):(l=/\\.r\\d+/.exec(i))&&(n=parseInt(l[0].substr(2,l[0].length-2),10),columnCssRulesR[n]=r[o])}}return{left:columnCssRulesL[e],right:columnCssRulesR[e]}}function removeCssRules(){$style.remove(),stylesheet=null}function destroy(){getEditorLock().cancelCurrentEdit(),trigger(self.onBeforeDestroy,{});for(var e=plugins.length;e--;)unregisterPlugin(plugins[e]);options.enableColumnReorder&&$headers.filter(\":ui-sortable\").sortable(\"destroy\"),unbindAncestorScrollEvents(),$container.off(\".slickgrid\"),removeCssRules(),$canvas.off(\"draginit dragstart dragend drag\"),$container.empty().removeClass(uid)}function trigger(e,o,t){return t=t||new Slick.EventData,(o=o||{}).grid=self,e.notify(o,t,self)}function getEditorLock(){return options.editorLock}function getEditController(){return editController}function getColumnIndex(e){return columnsById[e]}function autosizeColumns(){var e,o,t,l=[],n=0,r=0,i=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW;for(e=0;e<columns.length;e++)o=columns[e],l.push(o.width),r+=o.width,o.resizable&&(n+=o.width-Math.max(o.minWidth,absoluteColumnMinWidth));for(t=r;r>i&&n;){var s=(r-i)/n;for(e=0;e<columns.length&&r>i;e++){o=columns[e];var a=l[e];if(!(!o.resizable||a<=o.minWidth||a<=absoluteColumnMinWidth)){var c=Math.max(o.minWidth,absoluteColumnMinWidth),d=Math.floor(s*(a-c))||1;r-=d=Math.min(d,a-c),n-=d,l[e]-=d}}if(t<=r)break;t=r}for(t=r;r<i;){var u=i/r;for(e=0;e<columns.length&&r<i;e++){o=columns[e];var h,p=l[e];r+=h=!o.resizable||o.maxWidth<=p?0:Math.min(Math.floor(u*p)-p,o.maxWidth-p||1e6)||1,l[e]+=r<=i?h:0}if(t>=r)break;t=r}var g=!1;for(e=0;e<columns.length;e++)columns[e].rerenderOnResize&&columns[e].width!=l[e]&&(g=!0),columns[e].width=l[e];applyColumnHeaderWidths(),updateCanvasWidth(!0),trigger(self.onAutosizeColumns,{columns:columns}),g&&(invalidateAllRows(),render())}function applyColumnHeaderWidths(){if(initialized){for(var e,o=0,t=$headers.children(),l=columns.length;o<l;o++)e=$(t[o]),jQueryNewWidthBehaviour?e.outerWidth()!==columns[o].width&&e.outerWidth(columns[o].width):e.width()!==columns[o].width-headerColumnWidthDiff&&e.width(columns[o].width-headerColumnWidthDiff);updateColumnCaches()}}function applyColumnWidths(){for(var e,o,t=0,l=0;l<columns.length;l++)e=columns[l].width,(o=getColumnCssRules(l)).left.style.left=t+\"px\",o.right.style.right=canvasWidth-t-e+\"px\",t+=columns[l].width}function setSortColumn(e,o){setSortColumns([{columnId:e,sortAsc:o}])}function setSortColumns(e){sortColumns=e;var o=options.numberedMultiColumnSort&&sortColumns.length>1,t=$headers.children();t.removeClass(\"slick-header-column-sorted\").find(\".slick-sort-indicator\").removeClass(\"slick-sort-indicator-asc slick-sort-indicator-desc\"),t.find(\".slick-sort-indicator-numbered\").text(\"\"),$.each(sortColumns,function(e,l){null==l.sortAsc&&(l.sortAsc=!0);var n=getColumnIndex(l.columnId);null!=n&&(t.eq(n).addClass(\"slick-header-column-sorted\").find(\".slick-sort-indicator\").addClass(l.sortAsc?\"slick-sort-indicator-asc\":\"slick-sort-indicator-desc\"),o&&t.eq(n).find(\".slick-sort-indicator-numbered\").text(e+1))})}function getSortColumns(){return sortColumns}function handleSelectedRangesChanged(e,o){selectedRows=[];for(var t={},l=0;l<o.length;l++)for(var n=o[l].fromRow;n<=o[l].toRow;n++){t[n]||(selectedRows.push(n),t[n]={});for(var r=o[l].fromCell;r<=o[l].toCell;r++)canCellBeSelected(n,r)&&(t[n][columns[r].id]=options.selectedCellCssClass)}setCellCssStyles(options.selectedCellCssClass,t),trigger(self.onSelectedRowsChanged,{rows:getSelectedRows()},e)}function getColumns(){return columns}function updateColumnCaches(){columnPosLeft=[],columnPosRight=[];for(var e=0,o=0,t=columns.length;o<t;o++)columnPosLeft[o]=e,columnPosRight[o]=e+columns[o].width,e+=columns[o].width}function setColumns(e){columns=e,columnsById={};for(var o=0;o<columns.length;o++){var t=columns[o]=$.extend({},columnDefaults,columns[o]);columnsById[t.id]=o,t.minWidth&&t.width<t.minWidth&&(t.width=t.minWidth),t.maxWidth&&t.width>t.maxWidth&&(t.width=t.maxWidth)}updateColumnCaches(),initialized&&(invalidateAllRows(),createColumnHeaders(),removeCssRules(),createCssRules(),resizeCanvas(),applyColumnWidths(),handleScroll())}function getOptions(){return options}function setOptions(e,o){getEditorLock().commitCurrentEdit()&&(makeActiveCellNormal(),options.enableAddRow!==e.enableAddRow&&invalidateRow(getDataLength()),options=$.extend(options,e),validateAndEnforceOptions(),$viewport.css(\"overflow-y\",options.autoHeight?\"hidden\":\"auto\"),o||render())}function validateAndEnforceOptions(){options.autoHeight&&(options.leaveSpaceForNewRows=!1)}function setData(e,o){data=e,invalidateAllRows(),updateRowCount(),o&&scrollTo(0)}function getData(){return data}function getDataLength(){return data.getLength?data.getLength():data.length}function getDataLengthIncludingAddNew(){return getDataLength()+(options.enableAddRow&&(!pagingActive||pagingIsLastPage)?1:0)}function getDataItem(e){return data.getItem?data.getItem(e):data[e]}function getTopPanel(){return $topPanel[0]}function setTopPanelVisibility(e){options.showTopPanel!=e&&(options.showTopPanel=e,e?$topPanelScroller.slideDown(\"fast\",resizeCanvas):$topPanelScroller.slideUp(\"fast\",resizeCanvas))}function setHeaderRowVisibility(e){options.showHeaderRow!=e&&(options.showHeaderRow=e,e?$headerRowScroller.slideDown(\"fast\",resizeCanvas):$headerRowScroller.slideUp(\"fast\",resizeCanvas))}function setFooterRowVisibility(e){options.showFooterRow!=e&&(options.showFooterRow=e,e?$footerRowScroller.slideDown(\"fast\",resizeCanvas):$footerRowScroller.slideUp(\"fast\",resizeCanvas))}function setPreHeaderPanelVisibility(e){options.showPreHeaderPanel!=e&&(options.showPreHeaderPanel=e,e?$preHeaderPanelScroller.slideDown(\"fast\",resizeCanvas):$preHeaderPanelScroller.slideUp(\"fast\",resizeCanvas))}function getContainerNode(){return $container.get(0)}function getRowTop(e){return options.rowHeight*e-offset}function getRowFromPosition(e){return Math.floor((e+offset)/options.rowHeight)}function scrollTo(e){e=Math.max(e,0),e=Math.min(e,th-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0));var o=offset;page=Math.min(n-1,Math.floor(e/ph));var t=e-(offset=Math.round(page*cj));offset!=o&&(cleanupRows(getVisibleRange(t)),updateRowPositions());prevScrollTop!=t&&(vScrollDir=prevScrollTop+o<t+offset?1:-1,$viewport[0].scrollTop=lastRenderedScrollTop=scrollTop=prevScrollTop=t,trigger(self.onViewportChanged,{}))}function defaultFormatter(e,o,t,l,n,r){return null==t?\"\":(t+\"\").replace(/&/g,\"&\").replace(/</g,\"<\").replace(/>/g,\">\")}function getFormatter(e,o){var t=data.getItemMetadata&&data.getItemMetadata(e),l=t&&t.columns&&(t.columns[o.id]||t.columns[getColumnIndex(o.id)]);return l&&l.formatter||t&&t.formatter||o.formatter||options.formatterFactory&&options.formatterFactory.getFormatter(o)||options.defaultFormatter}function getEditor(e,o){var t=columns[o],l=data.getItemMetadata&&data.getItemMetadata(e),n=l&&l.columns;return n&&n[t.id]&&void 0!==n[t.id].editor?n[t.id].editor:n&&n[o]&&void 0!==n[o].editor?n[o].editor:t.editor||options.editorFactory&&options.editorFactory.getEditor(t)}function getDataItemValueForColumn(e,o){return options.dataItemColumnValueExtractor?options.dataItemColumnValueExtractor(e,o):e[o.field]}function appendRowHtml(e,o,t,l){var n=getDataItem(o),r=\"slick-row\"+(o<l&&!n?\" loading\":\"\")+(o===activeRow&&options.showCellSelection?\" active\":\"\")+(o%2==1?\" odd\":\" even\");n||(r+=\" \"+options.addNewRowCssClass);var i,s,a=data.getItemMetadata&&data.getItemMetadata(o);a&&a.cssClasses&&(r+=\" \"+a.cssClasses),e.push(\"<div class='ui-widget-content \"+r+\"' style='top:\"+getRowTop(o)+\"px'>\");for(var c=0,d=columns.length;c<d;c++){if(s=columns[c],i=1,a&&a.columns){var u=a.columns[s.id]||a.columns[c];\"*\"===(i=u&&u.colspan||1)&&(i=d-c)}if(columnPosRight[Math.min(d-1,c+i-1)]>t.leftPx){if(columnPosLeft[c]>t.rightPx)break;appendCellHtml(e,o,c,i,n)}i>1&&(c+=i-1)}e.push(\"</div>\")}function appendCellHtml(e,o,t,l,n){var r=columns[t],i=\"slick-cell l\"+t+\" r\"+Math.min(columns.length-1,t+l-1)+(r.cssClass?\" \"+r.cssClass:\"\");for(var s in o===activeRow&&t===activeCell&&options.showCellSelection&&(i+=\" active\"),cellCssClasses)cellCssClasses[s][o]&&cellCssClasses[s][o][r.id]&&(i+=\" \"+cellCssClasses[s][o][r.id]);var a=null,c=\"\";n&&(a=getDataItemValueForColumn(n,r),null==(c=getFormatter(o,r)(o,t,a,r,n,self))&&(c=\"\"));var d=trigger(self.onBeforeAppendCell,{row:o,cell:t,value:a,dataContext:n})||\"\";d+=c&&c.addClasses?(d?\" \":\"\")+c.addClasses:\"\",e.push(\"<div class='\"+i+(d?\" \"+d:\"\")+\"'>\"),n&&e.push(\"[object Object]\"!==Object.prototype.toString.call(c)?c:c.text),e.push(\"</div>\"),rowsCache[o].cellRenderQueue.push(t),rowsCache[o].cellColSpans[t]=l}function cleanupRows(e){for(var o in rowsCache)(o=parseInt(o,10))!==activeRow&&(o<e.top||o>e.bottom)&&removeRowFromCache(o);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}function invalidate(){updateRowCount(),invalidateAllRows(),render()}function invalidateAllRows(){for(var e in currentEditor&&makeActiveCellNormal(),rowsCache)removeRowFromCache(e);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}function queuePostProcessedRowForCleanup(e,o,t){for(var l in postProcessgroupId++,o)o.hasOwnProperty(l)&&postProcessedCleanupQueue.push({actionType:\"C\",groupId:postProcessgroupId,node:e.cellNodesByColumnIdx[0|l],columnIdx:0|l,rowIdx:t});postProcessedCleanupQueue.push({actionType:\"R\",groupId:postProcessgroupId,node:e.rowNode}),$(e.rowNode).detach()}function queuePostProcessedCellForCleanup(e,o,t){postProcessedCleanupQueue.push({actionType:\"C\",groupId:postProcessgroupId,node:e,columnIdx:o,rowIdx:t}),$(e).detach()}function removeRowFromCache(e){var o=rowsCache[e];o&&(o.rowNode&&(rowNodeFromLastMouseWheelEvent===o.rowNode?(o.rowNode.style.display=\"none\",zombieRowNodeFromLastMouseWheelEvent=rowNodeFromLastMouseWheelEvent,zombieRowCacheFromLastMouseWheelEvent=o,zombieRowPostProcessedFromLastMouseWheelEvent=postProcessedRows[e]):options.enableAsyncPostRenderCleanup&&postProcessedRows[e]?queuePostProcessedRowForCleanup(o,postProcessedRows[e],e):$canvas[0].removeChild(o.rowNode)),delete rowsCache[e],delete postProcessedRows[e],renderedRows--,counter_rows_removed++)}function invalidateRows(e){var o,t;if(e&&e.length){for(vScrollDir=0,t=e.length,o=0;o<t;o++)currentEditor&&activeRow===e[o]&&makeActiveCellNormal(),rowsCache[e[o]]&&removeRowFromCache(e[o]);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}}function invalidateRow(e){(e||0===e)&&invalidateRows([e])}function applyFormatResultToCellNode(e,o,t){null==e&&(e=\"\"),\"[object Object]\"===Object.prototype.toString.call(e)?(o.innerHTML=e.text,e.removeClasses&&!t&&$(o).removeClass(e.removeClasses),e.addClasses&&$(o).addClass(e.addClasses)):o.innerHTML=e}function updateCell(e,o){var t=getCellNode(e,o);if(t){var l=columns[o],n=getDataItem(e);if(currentEditor&&activeRow===e&&activeCell===o)currentEditor.loadValue(n);else applyFormatResultToCellNode(n?getFormatter(e,l)(e,o,getDataItemValueForColumn(n,l),l,n,self):\"\",t),invalidatePostProcessingResults(e)}}function updateRow(e){var o=rowsCache[e];if(o){ensureCellNodesInRowsCache(e);var t=getDataItem(e);for(var l in o.cellNodesByColumnIdx)if(o.cellNodesByColumnIdx.hasOwnProperty(l)){var n=columns[l|=0],r=o.cellNodesByColumnIdx[l];e===activeRow&&l===activeCell&¤tEditor?currentEditor.loadValue(t):t?applyFormatResultToCellNode(getFormatter(e,n)(e,l,getDataItemValueForColumn(t,n),n,t,self),r):r.innerHTML=\"\"}invalidatePostProcessingResults(e)}}function getViewportHeight(){return parseFloat($.css($container[0],\"height\",!0))-parseFloat($.css($container[0],\"paddingTop\",!0))-parseFloat($.css($container[0],\"paddingBottom\",!0))-parseFloat($.css($headerScroller[0],\"height\"))-getVBoxDelta($headerScroller)-(options.showTopPanel?options.topPanelHeight+getVBoxDelta($topPanelScroller):0)-(options.showHeaderRow?options.headerRowHeight+getVBoxDelta($headerRowScroller):0)-(options.createFooterRow&&options.showFooterRow?options.footerRowHeight+getVBoxDelta($footerRowScroller):0)-(options.createPreHeaderPanel&&options.showPreHeaderPanel?options.preHeaderPanelHeight+getVBoxDelta($preHeaderPanelScroller):0)}function resizeCanvas(){initialized&&(viewportH=options.autoHeight?options.rowHeight*getDataLengthIncludingAddNew():getViewportHeight(),numVisibleRows=Math.ceil(viewportH/options.rowHeight),viewportW=parseFloat($.css($container[0],\"width\",!0)),options.autoHeight||$viewport.height(viewportH),scrollbarDimensions&&scrollbarDimensions.width||(scrollbarDimensions=measureScrollbar()),options.forceFitColumns&&autosizeColumns(),updateRowCount(),handleScroll(),lastRenderedScrollLeft=-1,render())}function updatePagingStatusFromView(e){pagingActive=0!==e.pageSize,pagingIsLastPage=e.pageNum==e.totalPages-1}function updateRowCount(){if(initialized){var e=getDataLength(),o=getDataLengthIncludingAddNew()+(options.leaveSpaceForNewRows?numVisibleRows-1:0),t=viewportHasVScroll;viewportHasVScroll=options.alwaysShowVerticalScroll||!options.autoHeight&&o*options.rowHeight>viewportH,viewportHasHScroll=canvasWidth>viewportW-scrollbarDimensions.width,makeActiveCellNormal();var l=e-1;for(var r in rowsCache)r>l&&removeRowFromCache(r);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup(),activeCellNode&&activeRow>l&&resetActiveCell();var i=h;(th=Math.max(options.rowHeight*o,viewportH-scrollbarDimensions.height))<maxSupportedCssHeight?(h=ph=th,n=1,cj=0):(ph=(h=maxSupportedCssHeight)/100,n=Math.floor(th/ph),cj=(th-h)/(n-1)),h!==i&&($canvas.css(\"height\",h),scrollTop=$viewport[0].scrollTop);var s=scrollTop+offset<=th-viewportH;0==th||0==scrollTop?page=offset=0:scrollTo(s?scrollTop+offset:th-viewportH),h!=i&&options.autoHeight&&resizeCanvas(),options.forceFitColumns&&t!=viewportHasVScroll&&autosizeColumns(),updateCanvasWidth(!1)}}function getVisibleRange(e,o){return null==e&&(e=scrollTop),null==o&&(o=scrollLeft),{top:getRowFromPosition(e),bottom:getRowFromPosition(e+viewportH)+1,leftPx:o,rightPx:o+viewportW}}function getRenderedRange(e,o){var t=getVisibleRange(e,o),l=Math.round(viewportH/options.rowHeight),n=options.minRowBuffer;return-1==vScrollDir?(t.top-=l,t.bottom+=n):1==vScrollDir?(t.top-=n,t.bottom+=l):(t.top-=n,t.bottom+=n),t.top=Math.max(0,t.top),t.bottom=Math.min(getDataLengthIncludingAddNew()-1,t.bottom),t.leftPx-=viewportW,t.rightPx+=viewportW,t.leftPx=Math.max(0,t.leftPx),t.rightPx=Math.min(canvasWidth,t.rightPx),t}function ensureCellNodesInRowsCache(e){var o=rowsCache[e];if(o&&o.cellRenderQueue.length)for(var t=o.rowNode.lastChild;o.cellRenderQueue.length;){var l=o.cellRenderQueue.pop();o.cellNodesByColumnIdx[l]=t,t=t.previousSibling}}function cleanUpCells(e,o){var t,l,n=rowsCache[o],r=[];for(var i in n.cellNodesByColumnIdx)if(n.cellNodesByColumnIdx.hasOwnProperty(i)){i|=0;var s=n.cellColSpans[i];(columnPosLeft[i]>e.rightPx||columnPosRight[Math.min(columns.length-1,i+s-1)]<e.leftPx)&&(o==activeRow&&i==activeCell||r.push(i))}for(postProcessgroupId++;null!=(t=r.pop());)l=n.cellNodesByColumnIdx[t],options.enableAsyncPostRenderCleanup&&postProcessedRows[o]&&postProcessedRows[o][t]?queuePostProcessedCellForCleanup(l,t,o):n.rowNode.removeChild(l),delete n.cellColSpans[t],delete n.cellNodesByColumnIdx[t],postProcessedRows[o]&&delete postProcessedRows[o][t],0}function cleanUpAndRenderCells(e){for(var o,t,l,n=[],r=[],i=e.top,s=e.bottom;i<=s;i++)if(o=rowsCache[i]){ensureCellNodesInRowsCache(i),cleanUpCells(e,i),t=0;var a=data.getItemMetadata&&data.getItemMetadata(i);a=a&&a.columns;for(var c=getDataItem(i),d=0,u=columns.length;d<u&&!(columnPosLeft[d]>e.rightPx);d++)if(null==(l=o.cellColSpans[d])){if(l=1,a){var h=a[columns[d].id]||a[d];\"*\"===(l=h&&h.colspan||1)&&(l=u-d)}columnPosRight[Math.min(u-1,d+l-1)]>e.leftPx&&(appendCellHtml(n,i,d,l,c),t++),d+=l>1?l-1:0}else d+=l>1?l-1:0;t&&(t,r.push(i))}if(n.length){var p,g,m=document.createElement(\"div\");for(m.innerHTML=n.join(\"\");null!=(p=r.pop());){var v;for(o=rowsCache[p];null!=(v=o.cellRenderQueue.pop());)g=m.lastChild,o.rowNode.appendChild(g),o.cellNodesByColumnIdx[v]=g}}}function renderRows(e){for(var o=$canvas[0],t=[],l=[],n=!1,r=getDataLength(),i=e.top,s=e.bottom;i<=s;i++)rowsCache[i]||(renderedRows++,l.push(i),rowsCache[i]={rowNode:null,cellColSpans:[],cellNodesByColumnIdx:[],cellRenderQueue:[]},appendRowHtml(t,i,e,r),activeCellNode&&activeRow===i&&(n=!0),counter_rows_rendered++);if(l.length){var a=document.createElement(\"div\");a.innerHTML=t.join(\"\");for(i=0,s=l.length;i<s;i++)rowsCache[l[i]].rowNode=o.appendChild(a.firstChild);n&&(activeCellNode=getCellNode(activeRow,activeCell))}}function startPostProcessing(){options.enableAsyncPostRender&&(clearTimeout(h_postrender),h_postrender=setTimeout(asyncPostProcessRows,options.asyncPostRenderDelay))}function startPostProcessingCleanup(){options.enableAsyncPostRenderCleanup&&(clearTimeout(h_postrenderCleanup),h_postrenderCleanup=setTimeout(asyncPostProcessCleanupRows,options.asyncPostRenderCleanupDelay))}function invalidatePostProcessingResults(e){for(var o in postProcessedRows[e])postProcessedRows[e].hasOwnProperty(o)&&(postProcessedRows[e][o]=\"C\");postProcessFromRow=Math.min(postProcessFromRow,e),postProcessToRow=Math.max(postProcessToRow,e),startPostProcessing()}function updateRowPositions(){for(var e in rowsCache)rowsCache[e].rowNode.style.top=getRowTop(e)+\"px\"}function render(){if(initialized){scrollThrottle.dequeue();var e=getVisibleRange(),o=getRenderedRange();cleanupRows(o),lastRenderedScrollLeft!=scrollLeft&&cleanUpAndRenderCells(o),renderRows(o),postProcessFromRow=e.top,postProcessToRow=Math.min(getDataLengthIncludingAddNew()-1,e.bottom),startPostProcessing(),lastRenderedScrollTop=scrollTop,lastRenderedScrollLeft=scrollLeft,h_render=null,trigger(self.onRendered,{startRow:e.top,endRow:e.bottom,grid:self})}}function handleHeaderScroll(){handleElementScroll($headerScroller[0])}function handleHeaderRowScroll(){handleElementScroll($headerRowScroller[0])}function handleFooterRowScroll(){handleElementScroll($footerRowScroller[0])}function handlePreHeaderPanelScroll(){handleElementScroll($preHeaderPanelScroller[0])}function handleElementScroll(e){var o=e.scrollLeft;o!=$viewport[0].scrollLeft&&($viewport[0].scrollLeft=o)}function handleScroll(){scrollTop=$viewport[0].scrollTop,scrollLeft=$viewport[0].scrollLeft;var e=Math.abs(scrollTop-prevScrollTop),o=Math.abs(scrollLeft-prevScrollLeft);if(o&&(prevScrollLeft=scrollLeft,$headerScroller[0].scrollLeft=scrollLeft,$topPanelScroller[0].scrollLeft=scrollLeft,$headerRowScroller[0].scrollLeft=scrollLeft,options.createFooterRow&&($footerRowScroller[0].scrollLeft=scrollLeft),options.createPreHeaderPanel&&($preHeaderPanelScroller[0].scrollLeft=scrollLeft)),e)if(vScrollDir=prevScrollTop<scrollTop?1:-1,prevScrollTop=scrollTop,e<viewportH)scrollTo(scrollTop+offset);else{var t=offset;page=h==viewportH?0:Math.min(n-1,Math.floor(scrollTop*((th-viewportH)/(h-viewportH))*(1/ph))),t!=(offset=Math.round(page*cj))&&invalidateAllRows()}if(o||e){var l=Math.abs(lastRenderedScrollLeft-scrollLeft),r=Math.abs(lastRenderedScrollTop-scrollTop);(l>20||r>20)&&(options.forceSyncScrolling||r<viewportH&&l<viewportW?render():scrollThrottle.enqueue(),trigger(self.onViewportChanged,{}))}trigger(self.onScroll,{scrollLeft:scrollLeft,scrollTop:scrollTop})}function ActionThrottle(e,o){var t=!1,l=!1;function n(){l=!1}function r(){t=!0,setTimeout(i,o),e()}function i(){l?(n(),r()):t=!1}return{enqueue:function(){t?l=!0:r()},dequeue:n}}function asyncPostProcessRows(){for(var e=getDataLength();postProcessFromRow<=postProcessToRow;){var o=vScrollDir>=0?postProcessFromRow++:postProcessToRow--,t=rowsCache[o];if(t&&!(o>=e)){for(var l in postProcessedRows[o]||(postProcessedRows[o]={}),ensureCellNodesInRowsCache(o),t.cellNodesByColumnIdx)if(t.cellNodesByColumnIdx.hasOwnProperty(l)){var n=columns[l|=0],r=postProcessedRows[o][l];if(n.asyncPostRender&&\"R\"!==r){var i=t.cellNodesByColumnIdx[l];i&&n.asyncPostRender(i,o,getDataItem(o),n,\"C\"===r),postProcessedRows[o][l]=\"R\"}}return void(h_postrender=setTimeout(asyncPostProcessRows,options.asyncPostRenderDelay))}}}function asyncPostProcessCleanupRows(){if(postProcessedCleanupQueue.length>0){for(var e=postProcessedCleanupQueue[0].groupId;postProcessedCleanupQueue.length>0&&postProcessedCleanupQueue[0].groupId==e;){var o=postProcessedCleanupQueue.shift();if(\"R\"==o.actionType&&$(o.node).remove(),\"C\"==o.actionType){var t=columns[o.columnIdx];t.asyncPostRenderCleanup&&o.node&&t.asyncPostRenderCleanup(o.node,o.rowIdx,t)}}h_postrenderCleanup=setTimeout(asyncPostProcessCleanupRows,options.asyncPostRenderCleanupDelay)}}function updateCellCssStylesOnRenderedRows(e,o){var t,l,n,r;for(var i in rowsCache){if(r=o&&o[i],n=e&&e[i],r)for(l in r)n&&r[l]==n[l]||(t=getCellNode(i,getColumnIndex(l)))&&$(t).removeClass(r[l]);if(n)for(l in n)r&&r[l]==n[l]||(t=getCellNode(i,getColumnIndex(l)))&&$(t).addClass(n[l])}}function addCellCssStyles(e,o){if(cellCssClasses[e])throw new Error(\"addCellCssStyles: cell CSS hash with key '\"+e+\"' already exists.\");cellCssClasses[e]=o,updateCellCssStylesOnRenderedRows(o,null),trigger(self.onCellCssStylesChanged,{key:e,hash:o,grid:self})}function removeCellCssStyles(e){cellCssClasses[e]&&(updateCellCssStylesOnRenderedRows(null,cellCssClasses[e]),delete cellCssClasses[e],trigger(self.onCellCssStylesChanged,{key:e,hash:null,grid:self}))}function setCellCssStyles(e,o){var t=cellCssClasses[e];cellCssClasses[e]=o,updateCellCssStylesOnRenderedRows(o,t),trigger(self.onCellCssStylesChanged,{key:e,hash:o,grid:self})}function getCellCssStyles(e){return cellCssClasses[e]}function flashCell(e,o,t){if(t=t||100,rowsCache[e]){var l=$(getCellNode(e,o)),n=function(e){e&&setTimeout(function(){l.queue(function(){l.toggleClass(options.cellFlashingCssClass).dequeue(),n(e-1)})},t)};n(4)}}function handleMouseWheel(e){var o=$(e.target).closest(\".slick-row\")[0];o!=rowNodeFromLastMouseWheelEvent&&(zombieRowNodeFromLastMouseWheelEvent&&zombieRowNodeFromLastMouseWheelEvent!=o&&(options.enableAsyncPostRenderCleanup&&zombieRowPostProcessedFromLastMouseWheelEvent?queuePostProcessedRowForCleanup(zombieRowCacheFromLastMouseWheelEvent,zombieRowPostProcessedFromLastMouseWheelEvent):$canvas[0].removeChild(zombieRowNodeFromLastMouseWheelEvent),zombieRowNodeFromLastMouseWheelEvent=null,zombieRowCacheFromLastMouseWheelEvent=null,zombieRowPostProcessedFromLastMouseWheelEvent=null,options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()),rowNodeFromLastMouseWheelEvent=o)}function handleDragInit(e,o){var t=getCellFromEvent(e);if(!t||!cellExists(t.row,t.cell))return!1;var l=trigger(self.onDragInit,o,e);return!!e.isImmediatePropagationStopped()&&l}function handleDragStart(e,o){var t=getCellFromEvent(e);if(!t||!cellExists(t.row,t.cell))return!1;var l=trigger(self.onDragStart,o,e);return!!e.isImmediatePropagationStopped()&&l}function handleDrag(e,o){return trigger(self.onDrag,o,e)}function handleDragEnd(e,o){trigger(self.onDragEnd,o,e)}function handleKeyDown(e){trigger(self.onKeyDown,{row:activeRow,cell:activeCell},e);var o=e.isImmediatePropagationStopped(),t=Slick.keyCode;if(!o&&!e.shiftKey&&!e.altKey){if(options.editable&¤tEditor&¤tEditor.keyCaptureList&¤tEditor.keyCaptureList.indexOf(e.which)>-1)return;e.which==t.HOME?o=e.ctrlKey?navigateTop():navigateRowStart():e.which==t.END&&(o=e.ctrlKey?navigateBottom():navigateRowEnd())}if(!o)if(e.shiftKey||e.altKey||e.ctrlKey)e.which!=t.TAB||!e.shiftKey||e.ctrlKey||e.altKey||(o=navigatePrev());else{if(options.editable&¤tEditor&¤tEditor.keyCaptureList&¤tEditor.keyCaptureList.indexOf(e.which)>-1)return;if(e.which==t.ESCAPE){if(!getEditorLock().isActive())return;cancelEditAndSetFocus()}else e.which==t.PAGE_DOWN?(navigatePageDown(),o=!0):e.which==t.PAGE_UP?(navigatePageUp(),o=!0):e.which==t.LEFT?o=navigateLeft():e.which==t.RIGHT?o=navigateRight():e.which==t.UP?o=navigateUp():e.which==t.DOWN?o=navigateDown():e.which==t.TAB?o=navigateNext():e.which==t.ENTER&&(options.editable&&(currentEditor?activeRow===getDataLength()?navigateDown():commitEditAndSetFocus():getEditorLock().commitCurrentEdit()&&makeActiveCellEditable(void 0,void 0,e)),o=!0)}if(o){e.stopPropagation(),e.preventDefault();try{e.originalEvent.keyCode=0}catch(e){}}}function handleClick(e){currentEditor||(e.target!=document.activeElement||$(e.target).hasClass(\"slick-cell\"))&&setFocus();var o=getCellFromEvent(e);if(o&&(null===currentEditor||activeRow!=o.row||activeCell!=o.cell)&&(trigger(self.onClick,{row:o.row,cell:o.cell},e),!e.isImmediatePropagationStopped()&&canCellBeActive(o.row,o.cell)&&(!getEditorLock().isActive()||getEditorLock().commitCurrentEdit()))){scrollRowIntoView(o.row,!1);var t=e.target&&e.target.className===Slick.preClickClassName,l=columns[o.cell],n=!!(options.editable&&l&&l.editor&&options.suppressActiveCellChangeOnEdit);setActiveCellInternal(getCellNode(o.row,o.cell),null,t,n,e)}}function handleContextMenu(e){var o=$(e.target).closest(\".slick-cell\",$canvas);0!==o.length&&(activeCellNode===o[0]&&null!==currentEditor||trigger(self.onContextMenu,{},e))}function handleDblClick(e){var o=getCellFromEvent(e);!o||null!==currentEditor&&activeRow==o.row&&activeCell==o.cell||(trigger(self.onDblClick,{row:o.row,cell:o.cell},e),e.isImmediatePropagationStopped()||options.editable&&gotoCell(o.row,o.cell,!0,e))}function handleHeaderMouseEnter(e){trigger(self.onHeaderMouseEnter,{column:$(this).data(\"column\"),grid:self},e)}function handleHeaderMouseLeave(e){trigger(self.onHeaderMouseLeave,{column:$(this).data(\"column\"),grid:self},e)}function handleHeaderContextMenu(e){var o=$(e.target).closest(\".slick-header-column\",\".slick-header-columns\"),t=o&&o.data(\"column\");trigger(self.onHeaderContextMenu,{column:t},e)}function handleHeaderClick(e){if(!columnResizeDragging){var o=$(e.target).closest(\".slick-header-column\",\".slick-header-columns\"),t=o&&o.data(\"column\");t&&trigger(self.onHeaderClick,{column:t},e)}}function handleMouseEnter(e){trigger(self.onMouseEnter,{},e)}function handleMouseLeave(e){trigger(self.onMouseLeave,{},e)}function cellExists(e,o){return!(e<0||e>=getDataLength()||o<0||o>=columns.length)}function getCellFromPoint(e,o){for(var t=getRowFromPosition(o),l=0,n=0,r=0;r<columns.length&&n<e;r++)n+=columns[r].width,l++;return l<0&&(l=0),{row:t,cell:l-1}}function getCellFromNode(e){var o=/l\\d+/.exec(e.className);if(!o)throw new Error(\"getCellFromNode: cannot get cell - \"+e.className);return parseInt(o[0].substr(1,o[0].length-1),10)}function getRowFromNode(e){for(var o in rowsCache)if(rowsCache[o].rowNode===e)return 0|o;return null}function getCellFromEvent(e){var o=$(e.target).closest(\".slick-cell\",$canvas);if(!o.length)return null;var t=getRowFromNode(o[0].parentNode),l=getCellFromNode(o[0]);return null==t||null==l?null:{row:t,cell:l}}function getCellNodeBox(e,o){if(!cellExists(e,o))return null;for(var t=getRowTop(e),l=t+options.rowHeight-1,n=0,r=0;r<o;r++)n+=columns[r].width;return{top:t,left:n,bottom:l,right:n+columns[o].width}}function resetActiveCell(){setActiveCellInternal(null,!1)}function setFocus(){-1==tabbingDirection?$focusSink[0].focus():$focusSink2[0].focus()}function scrollCellIntoView(e,o,t){scrollRowIntoView(e,t);var l=getColspan(e,o);internalScrollColumnIntoView(columnPosLeft[o],columnPosRight[o+(l>1?l-1:0)])}function internalScrollColumnIntoView(e,o){var t=scrollLeft+viewportW;e<scrollLeft?($viewport.scrollLeft(e),handleScroll(),render()):o>t&&($viewport.scrollLeft(Math.min(e,o-$viewport[0].clientWidth)),handleScroll(),render())}function scrollColumnIntoView(e){internalScrollColumnIntoView(columnPosLeft[e],columnPosRight[e])}function setActiveCellInternal(e,o,t,l,n){null!==activeCellNode&&(makeActiveCellNormal(),$(activeCellNode).removeClass(\"active\"),rowsCache[activeRow]&&$(rowsCache[activeRow].rowNode).removeClass(\"active\"));null!=(activeCellNode=e)?(activeRow=getRowFromNode(activeCellNode.parentNode),activeCell=activePosX=getCellFromNode(activeCellNode),null==o&&(o=activeRow==getDataLength()||options.autoEdit),options.showCellSelection&&($(activeCellNode).addClass(\"active\"),$(rowsCache[activeRow].rowNode).addClass(\"active\")),options.editable&&o&&isCellPotentiallyEditable(activeRow,activeCell)&&(clearTimeout(h_editorLoader),options.asyncEditorLoading?h_editorLoader=setTimeout(function(){makeActiveCellEditable(void 0,t,n)},options.asyncEditorLoadDelay):makeActiveCellEditable(void 0,t,n))):activeRow=activeCell=null,l||trigger(self.onActiveCellChanged,getActiveCell())}function clearTextSelection(){if(document.selection&&document.selection.empty)try{document.selection.empty()}catch(e){}else if(window.getSelection){var e=window.getSelection();e&&e.removeAllRanges&&e.removeAllRanges()}}function isCellPotentiallyEditable(e,o){var t=getDataLength();return!(e<t&&!getDataItem(e))&&(!(columns[o].cannotTriggerInsert&&e>=t)&&!!getEditor(e,o))}function makeActiveCellNormal(){if(currentEditor){if(trigger(self.onBeforeCellEditorDestroy,{editor:currentEditor}),currentEditor.destroy(),currentEditor=null,activeCellNode){var e=getDataItem(activeRow);if($(activeCellNode).removeClass(\"editable invalid\"),e){var o=columns[activeCell];applyFormatResultToCellNode(getFormatter(activeRow,o)(activeRow,activeCell,getDataItemValueForColumn(e,o),o,e,self),activeCellNode),invalidatePostProcessingResults(activeRow)}}navigator.userAgent.toLowerCase().match(/msie/)&&clearTextSelection(),getEditorLock().deactivate(editController)}}function makeActiveCellEditable(e,o,t){if(activeCellNode){if(!options.editable)throw new Error(\"Grid : makeActiveCellEditable : should never get called when options.editable is false\");if(clearTimeout(h_editorLoader),isCellPotentiallyEditable(activeRow,activeCell)){var l=columns[activeCell],n=getDataItem(activeRow);if(!1!==trigger(self.onBeforeEditCell,{row:activeRow,cell:activeCell,item:n,column:l})){getEditorLock().activate(editController),$(activeCellNode).addClass(\"editable\");var r=e||getEditor(activeRow,activeCell);e||r.suppressClearOnEdit||(activeCellNode.innerHTML=\"\"),currentEditor=new r({grid:self,gridPosition:absBox($container[0]),position:absBox(activeCellNode),container:activeCellNode,column:l,item:n||{},event:t,commitChanges:commitEditAndSetFocus,cancelChanges:cancelEditAndSetFocus}),n&&(currentEditor.loadValue(n),o&¤tEditor.preClick&¤tEditor.preClick()),serializedEditorValue=currentEditor.serializeValue(),currentEditor.position&&handleActiveCellPositionChange()}else setFocus()}}}function commitEditAndSetFocus(){getEditorLock().commitCurrentEdit()&&(setFocus(),options.autoEdit&&navigateDown())}function cancelEditAndSetFocus(){getEditorLock().cancelCurrentEdit()&&setFocus()}function absBox(e){var o={top:e.offsetTop,left:e.offsetLeft,bottom:0,right:0,width:$(e).outerWidth(),height:$(e).outerHeight(),visible:!0};o.bottom=o.top+o.height,o.right=o.left+o.width;for(var t=e.offsetParent;(e=e.parentNode)!=document.body&&null!=e;)o.visible&&e.scrollHeight!=e.offsetHeight&&\"visible\"!=$(e).css(\"overflowY\")&&(o.visible=o.bottom>e.scrollTop&&o.top<e.scrollTop+e.clientHeight),o.visible&&e.scrollWidth!=e.offsetWidth&&\"visible\"!=$(e).css(\"overflowX\")&&(o.visible=o.right>e.scrollLeft&&o.left<e.scrollLeft+e.clientWidth),o.left-=e.scrollLeft,o.top-=e.scrollTop,e===t&&(o.left+=e.offsetLeft,o.top+=e.offsetTop,t=e.offsetParent),o.bottom=o.top+o.height,o.right=o.left+o.width;return o}function getActiveCellPosition(){return absBox(activeCellNode)}function getGridPosition(){return absBox($container[0])}function handleActiveCellPositionChange(){if(activeCellNode&&(trigger(self.onActiveCellPositionChanged,{}),currentEditor)){var e=getActiveCellPosition();currentEditor.show&¤tEditor.hide&&(e.visible?currentEditor.show():currentEditor.hide()),currentEditor.position&¤tEditor.position(e)}}function getCellEditor(){return currentEditor}function getActiveCell(){return activeCellNode?{row:activeRow,cell:activeCell}:null}function getActiveCellNode(){return activeCellNode}function scrollRowIntoView(e,o){var t=e*options.rowHeight,l=(e+1)*options.rowHeight-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0);(e+1)*options.rowHeight>scrollTop+viewportH+offset?(scrollTo(o?t:l),render()):e*options.rowHeight<scrollTop+offset&&(scrollTo(o?l:t),render())}function scrollRowToTop(e){scrollTo(e*options.rowHeight),render()}function scrollPage(e){var o=e*numVisibleRows;if(scrollTo((getRowFromPosition(scrollTop)+o)*options.rowHeight),render(),options.enableCellNavigation&&null!=activeRow){var t=activeRow+o,l=getDataLengthIncludingAddNew();t>=l&&(t=l-1),t<0&&(t=0);for(var n=0,r=null,i=activePosX;n<=activePosX;)canCellBeActive(t,n)&&(r=n),n+=getColspan(t,n);null!==r?(setActiveCellInternal(getCellNode(t,r)),activePosX=i):resetActiveCell()}}function navigatePageDown(){scrollPage(1)}function navigatePageUp(){scrollPage(-1)}function navigateTop(){navigateToRow(0)}function navigateBottom(){navigateToRow(getDataLength()-1)}function navigateToRow(e){var o=getDataLength();if(!o)return!0;if(e<0?e=0:e>=o&&(e=o-1),scrollCellIntoView(e,0,!0),options.enableCellNavigation&&null!=activeRow){for(var t=0,l=null,n=activePosX;t<=activePosX;)canCellBeActive(e,t)&&(l=t),t+=getColspan(e,t);null!==l?(setActiveCellInternal(getCellNode(e,l)),activePosX=n):resetActiveCell()}return!0}function getColspan(e,o){var t=data.getItemMetadata&&data.getItemMetadata(e);if(!t||!t.columns)return 1;var l=t.columns[columns[o].id]||t.columns[o],n=l&&l.colspan;return n=\"*\"===n?columns.length-o:n||1}function findFirstFocusableCell(e){for(var o=0;o<columns.length;){if(canCellBeActive(e,o))return o;o+=getColspan(e,o)}return null}function findLastFocusableCell(e){for(var o=0,t=null;o<columns.length;)canCellBeActive(e,o)&&(t=o),o+=getColspan(e,o);return t}function gotoRight(e,o,t){if(o>=columns.length)return null;do{o+=getColspan(e,o)}while(o<columns.length&&!canCellBeActive(e,o));return o<columns.length?{row:e,cell:o,posX:o}:null}function gotoLeft(e,o,t){if(o<=0)return null;var l=findFirstFocusableCell(e);if(null===l||l>=o)return null;for(var n,r={row:e,cell:l,posX:l};;){if(!(n=gotoRight(r.row,r.cell,r.posX)))return null;if(n.cell>=o)return r;r=n}}function gotoDown(e,o,t){for(var l,n=getDataLengthIncludingAddNew();;){if(++e>=n)return null;for(l=o=0;o<=t;)l=o,o+=getColspan(e,o);if(canCellBeActive(e,l))return{row:e,cell:l,posX:t}}}function gotoUp(e,o,t){for(var l;;){if(--e<0)return null;for(l=o=0;o<=t;)l=o,o+=getColspan(e,o);if(canCellBeActive(e,l))return{row:e,cell:l,posX:t}}}function gotoNext(e,o,t){if(null==e&&null==o&&canCellBeActive(e=o=t=0,o))return{row:e,cell:o,posX:o};var l=gotoRight(e,o,t);if(l)return l;var n=null,r=getDataLengthIncludingAddNew();for(e===r-1&&e--;++e<r;)if(null!==(n=findFirstFocusableCell(e)))return{row:e,cell:n,posX:n};return null}function gotoPrev(e,o,t){if(null==e&&null==o&&canCellBeActive(e=getDataLengthIncludingAddNew()-1,o=t=columns.length-1))return{row:e,cell:o,posX:o};for(var l,n;!l&&!(l=gotoLeft(e,o,t));){if(--e<0)return null;o=0,null!==(n=findLastFocusableCell(e))&&(l={row:e,cell:n,posX:n})}return l}function gotoRowStart(e,o,t){var l=findFirstFocusableCell(e);return null===l?null:{row:e,cell:l,posX:l}}function gotoRowEnd(e,o,t){var l=findLastFocusableCell(e);return null===l?null:{row:e,cell:l,posX:l}}function navigateRight(){return navigate(\"right\")}function navigateLeft(){return navigate(\"left\")}function navigateDown(){return navigate(\"down\")}function navigateUp(){return navigate(\"up\")}function navigateNext(){return navigate(\"next\")}function navigatePrev(){return navigate(\"prev\")}function navigateRowStart(){return navigate(\"home\")}function navigateRowEnd(){return navigate(\"end\")}function navigate(e){if(!options.enableCellNavigation)return!1;if(!activeCellNode&&\"prev\"!=e&&\"next\"!=e)return!1;if(!getEditorLock().commitCurrentEdit())return!0;setFocus();tabbingDirection={up:-1,down:1,left:-1,right:1,prev:-1,next:1,home:-1,end:1}[e];var o=(0,{up:gotoUp,down:gotoDown,left:gotoLeft,right:gotoRight,prev:gotoPrev,next:gotoNext,home:gotoRowStart,end:gotoRowEnd}[e])(activeRow,activeCell,activePosX);if(o){var t=o.row==getDataLength();return scrollCellIntoView(o.row,o.cell,!t&&options.emulatePagingWhenScrolling),setActiveCellInternal(getCellNode(o.row,o.cell)),activePosX=o.posX,!0}return setActiveCellInternal(getCellNode(activeRow,activeCell)),!1}function getCellNode(e,o){return rowsCache[e]?(ensureCellNodesInRowsCache(e),rowsCache[e].cellNodesByColumnIdx[o]):null}function setActiveCell(e,o,t,l,n){initialized&&(e>getDataLength()||e<0||o>=columns.length||o<0||options.enableCellNavigation&&(scrollCellIntoView(e,o,!1),setActiveCellInternal(getCellNode(e,o),t,l,n)))}function canCellBeActive(e,o){if(!options.enableCellNavigation||e>=getDataLengthIncludingAddNew()||e<0||o>=columns.length||o<0)return!1;var t=data.getItemMetadata&&data.getItemMetadata(e);if(t&&void 0!==t.focusable)return!!t.focusable;var l=t&&t.columns;return l&&l[columns[o].id]&&void 0!==l[columns[o].id].focusable?!!l[columns[o].id].focusable:l&&l[o]&&void 0!==l[o].focusable?!!l[o].focusable:!!columns[o].focusable}function canCellBeSelected(e,o){if(e>=getDataLength()||e<0||o>=columns.length||o<0)return!1;var t=data.getItemMetadata&&data.getItemMetadata(e);if(t&&void 0!==t.selectable)return!!t.selectable;var l=t&&t.columns&&(t.columns[columns[o].id]||t.columns[o]);return l&&void 0!==l.selectable?!!l.selectable:!!columns[o].selectable}function gotoCell(e,o,t,l){initialized&&(canCellBeActive(e,o)&&getEditorLock().commitCurrentEdit()&&(scrollCellIntoView(e,o,!1),setActiveCellInternal(getCellNode(e,o),t||e===getDataLength()||options.autoEdit,null,options.editable,l),currentEditor||setFocus()))}function commitCurrentEdit(){var e=getDataItem(activeRow),o=columns[activeCell];if(currentEditor){if(currentEditor.isValueChanged()){var t=currentEditor.validate();if(t.valid){if(activeRow<getDataLength()){var l={row:activeRow,cell:activeCell,editor:currentEditor,serializedValue:currentEditor.serializeValue(),prevSerializedValue:serializedEditorValue,execute:function(){this.editor.applyValue(e,this.serializedValue),updateRow(this.row),trigger(self.onCellChange,{row:this.row,cell:this.cell,item:e})},undo:function(){this.editor.applyValue(e,this.prevSerializedValue),updateRow(this.row),trigger(self.onCellChange,{row:this.row,cell:this.cell,item:e})}};options.editCommandHandler?(makeActiveCellNormal(),options.editCommandHandler(e,o,l)):(l.execute(),makeActiveCellNormal())}else{var n={};currentEditor.applyValue(n,currentEditor.serializeValue()),makeActiveCellNormal(),trigger(self.onAddNewRow,{item:n,column:o})}return!getEditorLock().isActive()}return $(activeCellNode).removeClass(\"invalid\"),$(activeCellNode).width(),$(activeCellNode).addClass(\"invalid\"),trigger(self.onValidationError,{editor:currentEditor,cellNode:activeCellNode,validationResults:t,row:activeRow,cell:activeCell,column:o}),currentEditor.focus(),!1}makeActiveCellNormal()}return!0}function cancelCurrentEdit(){return makeActiveCellNormal(),!0}function rowsToRanges(e){for(var o=[],t=columns.length-1,l=0;l<e.length;l++)o.push(new Slick.Range(e[l],0,e[l],t));return o}function getSelectedRows(){if(!selectionModel)throw new Error(\"Selection model is not set\");return selectedRows}function setSelectedRows(e){if(!selectionModel)throw new Error(\"Selection model is not set\");self&&self.getEditorLock&&!self.getEditorLock().isActive()&&selectionModel.setSelectedRanges(rowsToRanges(e))}this.debug=function(){var e=\"\";e+=\"\\ncounter_rows_rendered: \"+counter_rows_rendered,e+=\"\\ncounter_rows_removed: \"+counter_rows_removed,e+=\"\\nrenderedRows: \"+renderedRows,e+=\"\\nnumVisibleRows: \"+numVisibleRows,e+=\"\\nmaxSupportedCssHeight: \"+maxSupportedCssHeight,e+=\"\\nn(umber of pages): \"+n,e+=\"\\n(current) page: \"+page,e+=\"\\npage height (ph): \"+ph,e+=\"\\nvScrollDir: \"+vScrollDir,alert(e)},this.eval=function(expr){return eval(expr)},$.extend(this,{slickGridVersion:\"2.3.23\",onScroll:new Slick.Event,onSort:new Slick.Event,onHeaderMouseEnter:new Slick.Event,onHeaderMouseLeave:new Slick.Event,onHeaderContextMenu:new Slick.Event,onHeaderClick:new Slick.Event,onHeaderCellRendered:new Slick.Event,onBeforeHeaderCellDestroy:new Slick.Event,onHeaderRowCellRendered:new Slick.Event,onFooterRowCellRendered:new Slick.Event,onBeforeHeaderRowCellDestroy:new Slick.Event,onBeforeFooterRowCellDestroy:new Slick.Event,onMouseEnter:new Slick.Event,onMouseLeave:new Slick.Event,onClick:new Slick.Event,onDblClick:new Slick.Event,onContextMenu:new Slick.Event,onKeyDown:new Slick.Event,onAddNewRow:new Slick.Event,onBeforeAppendCell:new Slick.Event,onValidationError:new Slick.Event,onViewportChanged:new Slick.Event,onColumnsReordered:new Slick.Event,onColumnsResized:new Slick.Event,onCellChange:new Slick.Event,onBeforeEditCell:new Slick.Event,onBeforeCellEditorDestroy:new Slick.Event,onBeforeDestroy:new Slick.Event,onActiveCellChanged:new Slick.Event,onActiveCellPositionChanged:new Slick.Event,onDragInit:new Slick.Event,onDragStart:new Slick.Event,onDrag:new Slick.Event,onDragEnd:new Slick.Event,onSelectedRowsChanged:new Slick.Event,onCellCssStylesChanged:new Slick.Event,onAutosizeColumns:new Slick.Event,onRendered:new Slick.Event,registerPlugin:registerPlugin,unregisterPlugin:unregisterPlugin,getColumns:getColumns,setColumns:setColumns,getColumnIndex:getColumnIndex,updateColumnHeader:updateColumnHeader,setSortColumn:setSortColumn,setSortColumns:setSortColumns,getSortColumns:getSortColumns,autosizeColumns:autosizeColumns,getOptions:getOptions,setOptions:setOptions,getData:getData,getDataLength:getDataLength,getDataItem:getDataItem,setData:setData,getSelectionModel:getSelectionModel,setSelectionModel:setSelectionModel,getSelectedRows:getSelectedRows,setSelectedRows:setSelectedRows,getContainerNode:getContainerNode,updatePagingStatusFromView:updatePagingStatusFromView,render:render,invalidate:invalidate,invalidateRow:invalidateRow,invalidateRows:invalidateRows,invalidateAllRows:invalidateAllRows,updateCell:updateCell,updateRow:updateRow,getViewport:getVisibleRange,getRenderedRange:getRenderedRange,resizeCanvas:resizeCanvas,updateRowCount:updateRowCount,scrollRowIntoView:scrollRowIntoView,scrollRowToTop:scrollRowToTop,scrollCellIntoView:scrollCellIntoView,scrollColumnIntoView:scrollColumnIntoView,getCanvasNode:getCanvasNode,getUID:getUID,getHeaderColumnWidthDiff:getHeaderColumnWidthDiff,getScrollbarDimensions:getScrollbarDimensions,getHeadersWidth:getHeadersWidth,getCanvasWidth:getCanvasWidth,focus:setFocus,scrollTo:scrollTo,getCellFromPoint:getCellFromPoint,getCellFromEvent:getCellFromEvent,getActiveCell:getActiveCell,setActiveCell:setActiveCell,getActiveCellNode:getActiveCellNode,getActiveCellPosition:getActiveCellPosition,resetActiveCell:resetActiveCell,editActiveCell:makeActiveCellEditable,getCellEditor:getCellEditor,getCellNode:getCellNode,getCellNodeBox:getCellNodeBox,canCellBeSelected:canCellBeSelected,canCellBeActive:canCellBeActive,navigatePrev:navigatePrev,navigateNext:navigateNext,navigateUp:navigateUp,navigateDown:navigateDown,navigateLeft:navigateLeft,navigateRight:navigateRight,navigatePageUp:navigatePageUp,navigatePageDown:navigatePageDown,navigateTop:navigateTop,navigateBottom:navigateBottom,navigateRowStart:navigateRowStart,navigateRowEnd:navigateRowEnd,gotoCell:gotoCell,getTopPanel:getTopPanel,setTopPanelVisibility:setTopPanelVisibility,getPreHeaderPanel:getPreHeaderPanel,setPreHeaderPanelVisibility:setPreHeaderPanelVisibility,getHeader:getHeader,getHeaderColumn:getHeaderColumn,setHeaderRowVisibility:setHeaderRowVisibility,getHeaderRow:getHeaderRow,getHeaderRowColumn:getHeaderRowColumn,setFooterRowVisibility:setFooterRowVisibility,getFooterRow:getFooterRow,getFooterRowColumn:getFooterRowColumn,getGridPosition:getGridPosition,flashCell:flashCell,addCellCssStyles:addCellCssStyles,setCellCssStyles:setCellCssStyles,removeCellCssStyles:removeCellCssStyles,getCellCssStyles:getCellCssStyles,init:finishInitialization,destroy:destroy,getEditorLock:getEditorLock,getEditController:getEditController}),init()}module.exports={Grid:SlickGrid}},\n 526: function _(t,e,a){\n /*!\n * jquery.event.drag - v 2.3.0\n * Copyright (c) 2010 Three Dub Media - http://threedubmedia.com\n * Open Source MIT License - http://threedubmedia.com/code/license\n */\n var n=t(519);n.fn.drag=function(t,e,a){var r=\"string\"==typeof t?t:\"\",o=n.isFunction(t)?t:n.isFunction(e)?e:null;return 0!==r.indexOf(\"drag\")&&(r=\"drag\"+r),a=(t==o?e:a)||{},o?this.on(r,a,o):this.trigger(r)};var r=n.event,o=r.special,i=o.drag={defaults:{which:1,distance:0,not:\":input\",handle:null,relative:!1,drop:!0,click:!1},datakey:\"dragdata\",noBubble:!0,add:function(t){var e=n.data(this,i.datakey),a=t.data||{};e.related+=1,n.each(i.defaults,function(t,n){void 0!==a[t]&&(e[t]=a[t])})},remove:function(){n.data(this,i.datakey).related-=1},setup:function(){if(!n.data(this,i.datakey)){var t=n.extend({related:0},i.defaults);n.data(this,i.datakey,t),r.add(this,\"touchstart mousedown\",i.init,t),this.attachEvent&&this.attachEvent(\"ondragstart\",i.dontstart)}},teardown:function(){(n.data(this,i.datakey)||{}).related||(n.removeData(this,i.datakey),r.remove(this,\"touchstart mousedown\",i.init),i.textselect(!0),this.detachEvent&&this.detachEvent(\"ondragstart\",i.dontstart))},init:function(t){if(!i.touched){var e,a=t.data;if(!(0!=t.which&&a.which>0&&t.which!=a.which)&&!n(t.target).is(a.not)&&(!a.handle||n(t.target).closest(a.handle,t.currentTarget).length)&&(i.touched=\"touchstart\"==t.type?this:null,a.propagates=1,a.mousedown=this,a.interactions=[i.interaction(this,a)],a.target=t.target,a.pageX=t.pageX,a.pageY=t.pageY,a.dragging=null,e=i.hijack(t,\"draginit\",a),a.propagates))return(e=i.flatten(e))&&e.length&&(a.interactions=[],n.each(e,function(){a.interactions.push(i.interaction(this,a))})),a.propagates=a.interactions.length,!1!==a.drop&&o.drop&&o.drop.handler(t,a),i.textselect(!1),i.touched?r.add(i.touched,\"touchmove touchend\",i.handler,a):r.add(document,\"mousemove mouseup\",i.handler,a),!(!i.touched||a.live)&&void 0}},interaction:function(t,e){var a=t&&t.ownerDocument&&n(t)[e.relative?\"position\":\"offset\"]()||{top:0,left:0};return{drag:t,callback:new i.callback,droppable:[],offset:a}},handler:function(t){var e=t.data;switch(t.type){case!e.dragging&&\"touchmove\":t.preventDefault();case!e.dragging&&\"mousemove\":if(Math.pow(t.pageX-e.pageX,2)+Math.pow(t.pageY-e.pageY,2)<Math.pow(e.distance,2))break;t.target=e.target,i.hijack(t,\"dragstart\",e),e.propagates&&(e.dragging=!0);case\"touchmove\":t.preventDefault();case\"mousemove\":if(e.dragging){if(i.hijack(t,\"drag\",e),e.propagates){!1!==e.drop&&o.drop&&o.drop.handler(t,e);break}t.type=\"mouseup\"}case\"touchend\":case\"mouseup\":default:i.touched?r.remove(i.touched,\"touchmove touchend\",i.handler):r.remove(document,\"mousemove mouseup\",i.handler),e.dragging&&(!1!==e.drop&&o.drop&&o.drop.handler(t,e),i.hijack(t,\"dragend\",e)),i.textselect(!0),!1===e.click&&e.dragging&&n.data(e.mousedown,\"suppress.click\",(new Date).getTime()+5),e.dragging=i.touched=!1}},hijack:function(t,e,a,o,d){if(a){var s,c,l,p={event:t.originalEvent,type:t.type},u=e.indexOf(\"drop\")?\"drag\":\"drop\",g=o||0,h=isNaN(o)?a.interactions.length:o;t.type=e;var f=function(){};t.originalEvent=new n.Event(p.event,{preventDefault:f,stopPropagation:f,stopImmediatePropagation:f}),a.results=[];do{if(c=a.interactions[g]){if(\"dragend\"!==e&&c.cancelled)continue;l=i.properties(t,a,c),c.results=[],n(d||c[u]||a.droppable).each(function(o,d){if(l.target=d,t.isPropagationStopped=function(){return!1},!1===(s=d?r.dispatch.call(d,t,l):null)?(\"drag\"==u&&(c.cancelled=!0,a.propagates-=1),\"drop\"==e&&(c[u][o]=null)):\"dropinit\"==e&&c.droppable.push(i.element(s)||d),\"dragstart\"==e&&(c.proxy=n(i.element(s)||c.drag)[0]),c.results.push(s),delete t.result,\"dropinit\"!==e)return s}),a.results[g]=i.flatten(c.results),\"dropinit\"==e&&(c.droppable=i.flatten(c.droppable)),\"dragstart\"!=e||c.cancelled||l.update()}}while(++g<h);return t.type=p.type,t.originalEvent=p.event,i.flatten(a.results)}},properties:function(t,e,a){var n=a.callback;return n.drag=a.drag,n.proxy=a.proxy||a.drag,n.startX=e.pageX,n.startY=e.pageY,n.deltaX=t.pageX-e.pageX,n.deltaY=t.pageY-e.pageY,n.originalX=a.offset.left,n.originalY=a.offset.top,n.offsetX=n.originalX+n.deltaX,n.offsetY=n.originalY+n.deltaY,n.drop=i.flatten((a.drop||[]).slice()),n.available=i.flatten((a.droppable||[]).slice()),n},element:function(t){if(t&&(t.jquery||1==t.nodeType))return t},flatten:function(t){return n.map(t,function(t){return t&&t.jquery?n.makeArray(t):t&&t.length?i.flatten(t):t})},textselect:function(t){n(document)[t?\"off\":\"on\"](\"selectstart\",i.dontstart).css(\"MozUserSelect\",t?\"\":\"none\"),document.unselectable=t?\"off\":\"on\"},dontstart:function(){return!1},callback:function(){}};i.callback.prototype={update:function(){o.drop&&this.available.length&&n.each(this.available,function(t){o.drop.locate(this,t)})}};var d=r.dispatch;r.dispatch=function(t){if(!(n.data(this,\"suppress.\"+t.type)-(new Date).getTime()>0))return d.apply(this,arguments);n.removeData(this,\"suppress.\"+t.type)},o.draginit=o.dragstart=o.dragend=i},\n 527: function _(t,e,a){\n /*!\n * jquery.event.drop - v 2.3.0\n * Copyright (c) 2010 Three Dub Media - http://threedubmedia.com\n * Open Source MIT License - http://threedubmedia.com/code/license\n */\n var n=t(519);n.fn.drop=function(t,e,a){var i=\"string\"==typeof t?t:\"\",o=n.isFunction(t)?t:n.isFunction(e)?e:null;return 0!==i.indexOf(\"drop\")&&(i=\"drop\"+i),a=(t==o?e:a)||{},o?this.on(i,a,o):this.trigger(i)},n.drop=function(t){t=t||{},o.multi=!0===t.multi?1/0:!1===t.multi?1:isNaN(t.multi)?o.multi:t.multi,o.delay=t.delay||o.delay,o.tolerance=n.isFunction(t.tolerance)?t.tolerance:null===t.tolerance?null:o.tolerance,o.mode=t.mode||o.mode||\"intersect\"};var i=n.event.special,o=n.event.special.drop={multi:1,delay:20,mode:\"overlap\",targets:[],datakey:\"dropdata\",noBubble:!0,add:function(t){n.data(this,o.datakey).related+=1},remove:function(){n.data(this,o.datakey).related-=1},setup:function(){if(!n.data(this,o.datakey)){n.data(this,o.datakey,{related:0,active:[],anyactive:0,winner:0,location:{}}),o.targets.push(this)}},teardown:function(){if(!(n.data(this,o.datakey)||{}).related){n.removeData(this,o.datakey);var t=this;o.targets=n.grep(o.targets,function(e){return e!==t})}},handler:function(t,e){var a;if(e)switch(t.type){case\"mousedown\":case\"touchstart\":a=n(o.targets),\"string\"==typeof e.drop&&(a=a.filter(e.drop)),a.each(function(){var t=n.data(this,o.datakey);t.active=[],t.anyactive=0,t.winner=0}),e.droppable=a,i.drag.hijack(t,\"dropinit\",e);break;case\"mousemove\":case\"touchmove\":o.event=t,o.timer||o.tolerate(e);break;case\"mouseup\":case\"touchend\":o.timer=clearTimeout(o.timer),e.propagates&&(i.drag.hijack(t,\"drop\",e),i.drag.hijack(t,\"dropend\",e))}},locate:function(t,e){var a=n.data(t,o.datakey),i=n(t),r=i.offset()||{},d=i.outerHeight(),l=i.outerWidth(),c={elem:t,width:l,height:d,top:r.top,left:r.left,right:r.left+l,bottom:r.top+d};return a&&(a.location=c,a.index=e,a.elem=t),c},contains:function(t,e){return(e[0]||e.left)>=t.left&&(e[0]||e.right)<=t.right&&(e[1]||e.top)>=t.top&&(e[1]||e.bottom)<=t.bottom},modes:{intersect:function(t,e,a){return this.contains(a,[t.pageX,t.pageY])?1e9:this.modes.overlap.apply(this,arguments)},overlap:function(t,e,a){return Math.max(0,Math.min(a.bottom,e.bottom)-Math.max(a.top,e.top))*Math.max(0,Math.min(a.right,e.right)-Math.max(a.left,e.left))},fit:function(t,e,a){return this.contains(a,e)?1:0},middle:function(t,e,a){return this.contains(a,[e.left+.5*e.width,e.top+.5*e.height])?1:0}},sort:function(t,e){return e.winner-t.winner||t.index-e.index},tolerate:function(t){var e,a,r,d,l,c,s,u,p=0,h=t.interactions.length,m=[o.event.pageX,o.event.pageY],f=o.tolerance||o.modes[o.mode];do{if(u=t.interactions[p]){if(!u)return;u.drop=[],l=[],c=u.droppable.length,f&&(r=o.locate(u.proxy)),e=0;do{if(s=u.droppable[e]){if(!(a=(d=n.data(s,o.datakey)).location))continue;d.winner=f?f.call(o,o.event,r,a):o.contains(a,m)?1:0,l.push(d)}}while(++e<c);l.sort(o.sort),e=0;do{(d=l[e])&&(d.winner&&u.drop.length<o.multi?(d.active[p]||d.anyactive||(!1!==i.drag.hijack(o.event,\"dropstart\",t,p,d.elem)[0]?(d.active[p]=1,d.anyactive+=1):d.winner=0),d.winner&&u.drop.push(d.elem)):d.active[p]&&1==d.anyactive&&(i.drag.hijack(o.event,\"dropend\",t,p,d.elem),d.active[p]=0,d.anyactive-=1))}while(++e<c)}}while(++p<h);o.last&&m[0]==o.last.pageX&&m[1]==o.last.pageY?delete o.timer:o.timer=setTimeout(function(){o.tolerate(t)},o.delay),o.last=o.event}};i.dropinit=i.dropstart=i.dropend=o},\n 528: function _(t,e,n){var r=t(519),i=t(521);var o={Avg:function(t){this.field_=t,this.init=function(){this.count_=0,this.nonNullCount_=0,this.sum_=0},this.accumulate=function(t){var e=t[this.field_];this.count_++,null==e||\"\"===e||isNaN(e)||(this.nonNullCount_++,this.sum_+=parseFloat(e))},this.storeResult=function(t){t.avg||(t.avg={}),0!=this.nonNullCount_&&(t.avg[this.field_]=this.sum_/this.nonNullCount_)}},Min:function(t){this.field_=t,this.init=function(){this.min_=null},this.accumulate=function(t){var e=t[this.field_];null==e||\"\"===e||isNaN(e)||(null==this.min_||e<this.min_)&&(this.min_=e)},this.storeResult=function(t){t.min||(t.min={}),t.min[this.field_]=this.min_}},Max:function(t){this.field_=t,this.init=function(){this.max_=null},this.accumulate=function(t){var e=t[this.field_];null==e||\"\"===e||isNaN(e)||(null==this.max_||e>this.max_)&&(this.max_=e)},this.storeResult=function(t){t.max||(t.max={}),t.max[this.field_]=this.max_}},Sum:function(t){this.field_=t,this.init=function(){this.sum_=null},this.accumulate=function(t){var e=t[this.field_];null==e||\"\"===e||isNaN(e)||(this.sum_+=parseFloat(e))},this.storeResult=function(t){t.sum||(t.sum={}),t.sum[this.field_]=this.sum_}}};e.exports={DataView:function(t){var e,n,o,a,l,s=this,u=\"id\",g=[],c=[],f={},p=null,h=null,d=null,m=!1,v=!0,_={},w={},$=[],y=[],I={getter:null,formatter:null,comparer:function(t,e){return t.value===e.value?0:t.value>e.value?1:-1},predefinedValues:[],aggregators:[],aggregateEmpty:!1,aggregateCollapsed:!1,aggregateChildGroups:!1,collapsed:!1,displayTotalsRow:!0,lazyTotalsCalculation:!1},C=[],R=[],x=[],b=\":|:\",M=0,F=0,A=0,S=new i.Event,N=new i.Event,E=new i.Event;function T(t){for(var e,n=t=t||0,r=g.length;n<r;n++){if(void 0===(e=g[n][u]))throw new Error(\"Each data 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i}return{valid:!0,msg:null}},this.init()}}}},\n 530: function _(e,n,r){e(521);n.exports={Formatters:{PercentComplete:function(e,n,r,t,c){return null==r||\"\"===r?\"-\":r<50?\"<span style='color:red;font-weight:bold;'>\"+r+\"%</span>\":\"<span style='color:green'>\"+r+\"%</span>\"},PercentCompleteBar:function(e,n,r,t,c){return null==r||\"\"===r?\"\":\"<span class='percent-complete-bar' style='background:\"+(r<30?\"red\":r<70?\"silver\":\"green\")+\";width:\"+r+\"%'></span>\"},YesNo:function(e,n,r,t,c){return r?\"Yes\":\"No\"},Checkmark:function(e,n,r,t,c){return r?\"<img src='../images/tick.png'>\":\"\"},Checkbox:function(e,n,r,t,c){return'<img class=\"slick-edit-preclick\" src=\"../images/'+(r?\"CheckboxY\":\"CheckboxN\")+'.png\">'}}}},\n 531: function _(t,o,r){var e=t(519),n=t(521);o.exports={RemoteModel:function(){var t=50,o={length:0},r=\"\",a=null,l=1,i=null,s=null,u=new n.Event,f=new n.Event;function c(){for(var t in o)delete o[t];o.length=0}function h(n,c){if(s){s.abort();for(var h=s.fromPage;h<=s.toPage;h++)o[h*t]=void 0}n<0&&(n=0),o.length>0&&(c=Math.min(c,o.length-1));for(var v=Math.floor(n/t),m=Math.floor(c/t);void 0!==o[v*t]&&v<m;)v++;for(;void 0!==o[m*t]&&v<m;)m--;if(v>m||v==m&&void 0!==o[v*t])f.notify({from:n,to:c});else{var g=\"http://octopart.com/api/v3/parts/search?apikey=68b25f31&include[]=short_description&show[]=uid&show[]=manufacturer&show[]=mpn&show[]=brand&show[]=octopart_url&show[]=short_description&q=\"+r+\"&start=\"+v*t+\"&limit=\"+((m-v)*t+t);null!=a&&(g+=\"&sortby=\"+a+(l>0?\"+asc\":\"+desc\")),null!=i&&clearTimeout(i),i=setTimeout(function(){for(var r=v;r<=m;r++)o[r*t]=null;u.notify({from:n,to:c}),(s=e.jsonp({url:g,callbackParameter:\"callback\",cache:!0,success:d,error:function(){!function(t,o){alert(\"error loading pages \"+t+\" to \"+o)}(v,m)}})).fromPage=v,s.toPage=m},50)}}function d(t){var r=t.request.start,e=r+t.results.length;o.length=Math.min(parseInt(t.hits),1e3);for(var n=0;n<t.results.length;n++){var a=t.results[n].item;o[r+n]=a,o[r+n].index=r+n}s=null,f.notify({from:r,to:e})}return{data:o,clear:c,isDataLoaded:function(t,r){for(var e=t;e<=r;e++)if(null==o[e]||null==o[e])return!1;return!0},ensureData:h,reloadData:function(t,r){for(var e=t;e<=r;e++)delete o[e];h(t,r)},setSort:function(t,o){a=t,l=o,c()},setSearch:function(t){r=t,c()},onDataLoading:u,onDataLoaded:f}}}},\n 532: function _(e,s,t){var a=e(519),o=e(521);s.exports={GroupItemMetadataProvider:function(e){var s,t={checkboxSelect:!1,checkboxSelectCssClass:\"slick-group-select-checkbox\",checkboxSelectPlugin:null,groupCssClass:\"slick-group\",groupTitleCssClass:\"slick-group-title\",totalsCssClass:\"slick-group-totals\",groupFocusable:!0,totalsFocusable:!1,toggleCssClass:\"slick-group-toggle\",toggleExpandedCssClass:\"expanded\",toggleCollapsedCssClass:\"collapsed\",enableExpandCollapse:!0,groupFormatter:function(s,t,a,o,l,c){if(!e.enableExpandCollapse)return l.title;var r=15*l.level+\"px\";return(e.checkboxSelect?'<span class=\"'+e.checkboxSelectCssClass+\" \"+(l.selectChecked?\"checked\":\"unchecked\")+'\"></span>':\"\")+\"<span class='\"+e.toggleCssClass+\" \"+(l.collapsed?e.toggleCollapsedCssClass:e.toggleExpandedCssClass)+\"' style='margin-left:\"+r+\"'></span><span class='\"+e.groupTitleCssClass+\"' level='\"+l.level+\"'>\"+l.title+\"</span>\"},totalsFormatter:function(e,s,t,a,o,l){return a.groupTotalsFormatter&&a.groupTotalsFormatter(o,a,l)||\"\"}};function l(t,l){var c=a(t.target),r=this.getDataItem(l.row);if(r&&r instanceof o.Group&&c.hasClass(e.toggleCssClass)){var n=s.getRenderedRange();this.getData().setRefreshHints({ignoreDiffsBefore:n.top,ignoreDiffsAfter:n.bottom+1}),r.collapsed?this.getData().expandGroup(r.groupingKey):this.getData().collapseGroup(r.groupingKey),t.stopImmediatePropagation(),t.preventDefault()}if(r&&r instanceof o.Group&&c.hasClass(e.checkboxSelectCssClass)){r.selectChecked=!r.selectChecked,c.removeClass(r.selectChecked?\"unchecked\":\"checked\"),c.addClass(r.selectChecked?\"checked\":\"unchecked\");var i=s.getData().mapItemsToRows(r.rows);(r.selectChecked?e.checkboxSelectPlugin.selectRows:e.checkboxSelectPlugin.deSelectRows)(i)}}function c(t,a){if(e.enableExpandCollapse&&t.which==o.keyCode.SPACE){var l=this.getActiveCell();if(l){var c=this.getDataItem(l.row);if(c&&c instanceof o.Group){var r=s.getRenderedRange();this.getData().setRefreshHints({ignoreDiffsBefore:r.top,ignoreDiffsAfter:r.bottom+1}),c.collapsed?this.getData().expandGroup(c.groupingKey):this.getData().collapseGroup(c.groupingKey),t.stopImmediatePropagation(),t.preventDefault()}}}}return e=a.extend(!0,{},t,e),{init:function(e){(s=e).onClick.subscribe(l),s.onKeyDown.subscribe(c)},destroy:function(){s&&(s.onClick.unsubscribe(l),s.onKeyDown.unsubscribe(c))},getGroupRowMetadata:function(s){return{selectable:!1,focusable:e.groupFocusable,cssClasses:e.groupCssClass,columns:{0:{colspan:\"*\",formatter:e.groupFormatter,editor:null}}}},getTotalsRowMetadata:function(s){return{selectable:!1,focusable:e.totalsFocusable,cssClasses:e.totalsCssClass,formatter:e.totalsFormatter,editor:null}}}}}},\n 533: function _(i,e,t){var n=i(113),c=i(534),s=i(191),o=i(121),u=function(i){function e(e){return i.call(this,e)||this}return n.__extends(e,i),e.init_TableWidget=function(){this.define({source:[o.Instance],view:[o.Instance,function(){return new s.CDSView}]})},e.prototype.initialize=function(){i.prototype.initialize.call(this),null==this.view.source&&(this.view.source=this.source,this.view.compute_indices())},e}(c.Widget);t.TableWidget=u,u.__name__=\"TableWidget\",u.init_TableWidget()},\n 534: function _(t,i,e){var n=t(113),o=t(342),r=t(121),l=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._width_policy=function(){return\"horizontal\"==this.model.orientation?t.prototype._width_policy.call(this):\"fixed\"},i.prototype._height_policy=function(){return\"horizontal\"==this.model.orientation?\"fixed\":t.prototype._height_policy.call(this)},i.prototype.box_sizing=function(){var i=t.prototype.box_sizing.call(this);return\"horizontal\"==this.model.orientation?null==i.width&&(i.width=this.model.default_size):null==i.height&&(i.height=this.model.default_size),i},i}(o.HTMLBoxView);e.WidgetView=l,l.__name__=\"WidgetView\";var h=function(t){function i(i){return t.call(this,i)||this}return n.__extends(i,t),i.init_Widget=function(){this.define({orientation:[r.Orientation,\"horizontal\"],default_size:[r.Number,300]}),this.override({margin:[5,5,5,5]})},i}(o.HTMLBox);e.Widget=h,h.__name__=\"Widget\",h.init_Widget()},\n 535: function _(n,e,l){n(164),n(536),n(163).styles.append('.bk-root .bk-data-table {\\n box-sizing: content-box;\\n font-size: 11px;\\n}\\n.bk-root .bk-data-table input[type=\"checkbox\"] {\\n margin-left: 4px;\\n margin-right: 4px;\\n}\\n.bk-root .bk-cell-special-defaults {\\n border-right-color: silver;\\n border-right-style: solid;\\n background: #f5f5f5;\\n}\\n.bk-root .bk-cell-select {\\n border-right-color: silver;\\n border-right-style: solid;\\n background: #f5f5f5;\\n}\\n.bk-root .bk-cell-index {\\n border-right-color: silver;\\n border-right-style: solid;\\n background: #f5f5f5;\\n text-align: right;\\n color: gray;\\n}\\n.bk-root .bk-header-index .slick-column-name {\\n float: right;\\n}\\n.bk-root .slick-row.selected .bk-cell-index {\\n background-color: transparent;\\n}\\n.bk-root .slick-cell {\\n padding-left: 4px;\\n padding-right: 4px;\\n}\\n.bk-root .slick-cell.active {\\n border-style: dashed;\\n}\\n.bk-root .slick-cell.editable {\\n padding-left: 0;\\n padding-right: 0;\\n}\\n.bk-root .bk-cell-editor input,\\n.bk-root .bk-cell-editor select {\\n width: 100%;\\n height: 100%;\\n border: 0;\\n margin: 0;\\n padding: 0;\\n outline: 0;\\n background: transparent;\\n vertical-align: baseline;\\n}\\n.bk-root .bk-cell-editor input {\\n padding-left: 4px;\\n padding-right: 4px;\\n}\\n.bk-root .bk-cell-editor-completion {\\n font-size: 11px;\\n}\\n'),l.bk_data_table=\"bk-data-table\",l.bk_cell_index=\"bk-cell-index\",l.bk_header_index=\"bk-header-index\",l.bk_cell_editor=\"bk-cell-editor\",l.bk_cell_select=\"bk-cell-select\"},\n 536: function _(A,n,o){A(164),A(163).styles.append('.bk-root {\\n /*\\nIMPORTANT:\\nIn order to preserve the uniform grid appearance, all cell styles need to have padding, margin and border sizes.\\nNo built-in (selected, editable, highlight, flashing, invalid, loading, :focus) or user-specified CSS\\nclasses should alter those!\\n*/\\n /*\\nIMPORTANT:\\nIn order to preserve the uniform grid appearance, all cell styles need to have padding, margin and border sizes.\\nNo built-in (selected, editable, highlight, flashing, invalid, loading, :focus) or user-specified CSS\\nclasses should alter those!\\n*/\\n /* Menu button */\\n /* Menu */\\n /* Menu items */\\n /* Disabled */\\n}\\n.bk-root .slick-header.ui-state-default,\\n.bk-root .slick-headerrow.ui-state-default,\\n.bk-root .slick-footerrow.ui-state-default,\\n.bk-root .slick-top-panel-scroller.ui-state-default {\\n width: 100%;\\n overflow: auto;\\n position: relative;\\n border-left: 0px !important;\\n}\\n.bk-root .slick-header.ui-state-default {\\n overflow: inherit;\\n}\\n.bk-root .slick-header::-webkit-scrollbar,\\n.bk-root .slick-headerrow::-webkit-scrollbar,\\n.bk-root .slick-footerrow::-webkit-scrollbar {\\n display: none;\\n}\\n.bk-root .slick-header-columns,\\n.bk-root .slick-headerrow-columns,\\n.bk-root .slick-footerrow-columns {\\n position: relative;\\n white-space: nowrap;\\n cursor: default;\\n overflow: hidden;\\n}\\n.bk-root .slick-header-column.ui-state-default {\\n position: relative;\\n display: inline-block;\\n box-sizing: content-box !important;\\n /* this here only for Firefox! */\\n overflow: hidden;\\n -o-text-overflow: ellipsis;\\n text-overflow: ellipsis;\\n height: 16px;\\n line-height: 16px;\\n margin: 0;\\n padding: 4px;\\n border-right: 1px solid silver;\\n border-left: 0px !important;\\n border-top: 0px !important;\\n border-bottom: 0px !important;\\n float: left;\\n}\\n.bk-root .slick-headerrow-column.ui-state-default,\\n.bk-root .slick-footerrow-column.ui-state-default {\\n padding: 4px;\\n}\\n.bk-root .slick-header-column-sorted {\\n font-style: italic;\\n}\\n.bk-root .slick-sort-indicator {\\n display: inline-block;\\n width: 8px;\\n height: 5px;\\n margin-left: 4px;\\n margin-top: 6px;\\n float: left;\\n}\\n.bk-root .slick-sort-indicator-numbered {\\n display: inline-block;\\n width: 8px;\\n height: 5px;\\n margin-left: 4px;\\n margin-top: 0;\\n line-height: 20px;\\n float: left;\\n font-family: Arial;\\n font-style: normal;\\n font-weight: bold;\\n color: #6190CD;\\n}\\n.bk-root .slick-sort-indicator-desc {\\n background: url(images/sort-desc.gif);\\n}\\n.bk-root .slick-sort-indicator-asc {\\n background: url(images/sort-asc.gif);\\n}\\n.bk-root .slick-resizable-handle {\\n position: absolute;\\n font-size: 0.1px;\\n display: block;\\n cursor: col-resize;\\n width: 9px;\\n right: -5px;\\n top: 0;\\n height: 100%;\\n z-index: 1;\\n}\\n.bk-root .slick-sortable-placeholder {\\n background: silver;\\n}\\n.bk-root .grid-canvas {\\n position: relative;\\n outline: 0;\\n}\\n.bk-root .slick-row.ui-widget-content,\\n.bk-root .slick-row.ui-state-active {\\n position: absolute;\\n border: 0px;\\n width: 100%;\\n}\\n.bk-root .slick-cell,\\n.bk-root .slick-headerrow-column,\\n.bk-root .slick-footerrow-column {\\n position: absolute;\\n border: 1px solid transparent;\\n border-right: 1px dotted silver;\\n border-bottom-color: silver;\\n overflow: hidden;\\n -o-text-overflow: ellipsis;\\n text-overflow: ellipsis;\\n vertical-align: middle;\\n z-index: 1;\\n padding: 1px 2px 2px 1px;\\n margin: 0;\\n white-space: nowrap;\\n cursor: default;\\n}\\n.bk-root .slick-cell,\\n.bk-root .slick-headerrow-column {\\n border-bottom-color: silver;\\n}\\n.bk-root .slick-footerrow-column {\\n border-top-color: silver;\\n}\\n.bk-root .slick-group-toggle {\\n display: inline-block;\\n}\\n.bk-root .slick-cell.highlighted {\\n background: lightskyblue;\\n background: rgba(0, 0, 255, 0.2);\\n -webkit-transition: all 0.5s;\\n -moz-transition: all 0.5s;\\n -o-transition: all 0.5s;\\n transition: all 0.5s;\\n}\\n.bk-root .slick-cell.flashing {\\n border: 1px solid red !important;\\n}\\n.bk-root .slick-cell.editable {\\n z-index: 11;\\n overflow: visible;\\n background: white;\\n border-color: black;\\n border-style: solid;\\n}\\n.bk-root .slick-cell:focus {\\n outline: none;\\n}\\n.bk-root .slick-reorder-proxy {\\n display: inline-block;\\n background: blue;\\n opacity: 0.15;\\n cursor: move;\\n}\\n.bk-root .slick-reorder-guide {\\n display: inline-block;\\n height: 2px;\\n background: blue;\\n opacity: 0.7;\\n}\\n.bk-root .slick-selection {\\n z-index: 10;\\n position: absolute;\\n border: 2px dashed black;\\n}\\n.bk-root .slick-header-columns {\\n background: url(\\'images/header-columns-bg.gif\\') repeat-x center bottom;\\n border-bottom: 1px solid silver;\\n}\\n.bk-root .slick-header-column {\\n background: url(\\'images/header-columns-bg.gif\\') repeat-x center bottom;\\n border-right: 1px solid silver;\\n}\\n.bk-root .slick-header-column:hover,\\n.bk-root .slick-header-column-active {\\n background: white url(\\'images/header-columns-over-bg.gif\\') repeat-x center bottom;\\n}\\n.bk-root .slick-headerrow {\\n background: #fafafa;\\n}\\n.bk-root .slick-headerrow-column {\\n background: #fafafa;\\n border-bottom: 0;\\n height: 100%;\\n}\\n.bk-root .slick-row.ui-state-active {\\n background: #F5F7D7;\\n}\\n.bk-root .slick-row {\\n position: absolute;\\n background: white;\\n border: 0px;\\n line-height: 20px;\\n}\\n.bk-root .slick-row.selected {\\n z-index: 10;\\n background: #DFE8F6;\\n}\\n.bk-root .slick-cell {\\n padding-left: 4px;\\n padding-right: 4px;\\n}\\n.bk-root .slick-group {\\n border-bottom: 2px solid silver;\\n}\\n.bk-root .slick-group-toggle {\\n width: 9px;\\n height: 9px;\\n margin-right: 5px;\\n}\\n.bk-root .slick-group-toggle.expanded {\\n background: url(images/collapse.gif) no-repeat center center;\\n}\\n.bk-root .slick-group-toggle.collapsed {\\n background: url(images/expand.gif) no-repeat center center;\\n}\\n.bk-root .slick-group-totals {\\n color: gray;\\n background: white;\\n}\\n.bk-root .slick-group-select-checkbox {\\n width: 13px;\\n height: 13px;\\n margin: 3px 10px 0 0;\\n display: inline-block;\\n}\\n.bk-root .slick-group-select-checkbox.checked {\\n background: url(images/GrpCheckboxY.png) no-repeat center center;\\n}\\n.bk-root .slick-group-select-checkbox.unchecked {\\n background: url(images/GrpCheckboxN.png) no-repeat center center;\\n}\\n.bk-root .slick-cell.selected {\\n background-color: beige;\\n}\\n.bk-root .slick-cell.active {\\n border-color: gray;\\n border-style: solid;\\n}\\n.bk-root .slick-sortable-placeholder {\\n background: silver !important;\\n}\\n.bk-root .slick-row.odd {\\n background: #fafafa;\\n}\\n.bk-root .slick-row.ui-state-active {\\n background: #F5F7D7;\\n}\\n.bk-root .slick-row.loading {\\n opacity: 0.5;\\n}\\n.bk-root .slick-cell.invalid {\\n border-color: red;\\n -moz-animation-duration: 0.2s;\\n -webkit-animation-duration: 0.2s;\\n -moz-animation-name: slickgrid-invalid-hilite;\\n -webkit-animation-name: slickgrid-invalid-hilite;\\n}\\n@-moz-keyframes slickgrid-invalid-hilite {\\n from {\\n box-shadow: 0 0 6px red;\\n }\\n to {\\n box-shadow: none;\\n }\\n}\\n@-webkit-keyframes slickgrid-invalid-hilite {\\n from {\\n box-shadow: 0 0 6px red;\\n }\\n to {\\n box-shadow: none;\\n }\\n}\\n.bk-root .slick-column-name,\\n.bk-root .slick-sort-indicator {\\n /**\\n * This makes all \"float:right\" elements after it that spill over to the next line\\n * display way below the lower boundary of the column thus hiding them.\\n */\\n display: inline-block;\\n float: left;\\n margin-bottom: 100px;\\n}\\n.bk-root .slick-header-button {\\n display: inline-block;\\n float: right;\\n vertical-align: top;\\n margin: 1px;\\n /**\\n * This makes all \"float:right\" elements after it that spill over to the next line\\n * display way below the lower boundary of the column thus hiding them.\\n */\\n margin-bottom: 100px;\\n height: 15px;\\n width: 15px;\\n background-repeat: no-repeat;\\n background-position: center center;\\n cursor: pointer;\\n}\\n.bk-root .slick-header-button-hidden {\\n width: 0;\\n -webkit-transition: 0.2s width;\\n -ms-transition: 0.2s width;\\n transition: 0.2s width;\\n}\\n.bk-root .slick-header-column:hover > .slick-header-button {\\n width: 15px;\\n}\\n.bk-root .slick-header-menubutton {\\n position: absolute;\\n right: 0;\\n top: 0;\\n bottom: 0;\\n width: 14px;\\n background-repeat: no-repeat;\\n background-position: left center;\\n background-image: url(../images/down.gif);\\n cursor: pointer;\\n display: none;\\n border-left: thin ridge silver;\\n}\\n.bk-root .slick-header-column:hover > .slick-header-menubutton,\\n.bk-root .slick-header-column-active .slick-header-menubutton {\\n display: inline-block;\\n}\\n.bk-root .slick-header-menu {\\n position: absolute;\\n display: inline-block;\\n margin: 0;\\n padding: 2px;\\n cursor: default;\\n}\\n.bk-root .slick-header-menuitem {\\n list-style: none;\\n margin: 0;\\n padding: 0;\\n cursor: pointer;\\n}\\n.bk-root .slick-header-menuicon {\\n display: inline-block;\\n width: 16px;\\n height: 16px;\\n vertical-align: middle;\\n margin-right: 4px;\\n background-repeat: no-repeat;\\n background-position: center center;\\n}\\n.bk-root .slick-header-menucontent {\\n display: inline-block;\\n vertical-align: middle;\\n}\\n.bk-root .slick-header-menuitem-disabled {\\n color: silver;\\n}\\n.bk-root .slick-columnpicker {\\n border: 1px solid #718BB7;\\n background: #f0f0f0;\\n padding: 6px;\\n -moz-box-shadow: 2px 2px 2px silver;\\n -webkit-box-shadow: 2px 2px 2px silver;\\n box-shadow: 2px 2px 2px silver;\\n min-width: 150px;\\n cursor: default;\\n position: absolute;\\n z-index: 20;\\n overflow: auto;\\n resize: both;\\n}\\n.bk-root .slick-columnpicker > .close {\\n float: right;\\n}\\n.bk-root .slick-columnpicker .title {\\n font-size: 16px;\\n width: 60%;\\n border-bottom: solid 1px #d6d6d6;\\n margin-bottom: 10px;\\n}\\n.bk-root .slick-columnpicker li {\\n list-style: none;\\n margin: 0;\\n padding: 0;\\n background: none;\\n}\\n.bk-root .slick-columnpicker input {\\n margin: 4px;\\n}\\n.bk-root .slick-columnpicker li a {\\n display: block;\\n padding: 4px;\\n font-weight: bold;\\n}\\n.bk-root .slick-columnpicker li a:hover {\\n background: white;\\n}\\n.bk-root .slick-pager {\\n width: 100%;\\n height: 26px;\\n border: 1px solid gray;\\n border-top: 0;\\n background: url(\\'../images/header-columns-bg.gif\\') repeat-x center bottom;\\n vertical-align: middle;\\n}\\n.bk-root .slick-pager .slick-pager-status {\\n display: inline-block;\\n padding: 6px;\\n}\\n.bk-root .slick-pager .ui-icon-container {\\n display: inline-block;\\n margin: 2px;\\n border-color: gray;\\n}\\n.bk-root .slick-pager .slick-pager-nav {\\n display: inline-block;\\n float: left;\\n padding: 2px;\\n}\\n.bk-root .slick-pager .slick-pager-settings {\\n display: block;\\n float: right;\\n padding: 2px;\\n}\\n.bk-root .slick-pager .slick-pager-settings * {\\n vertical-align: middle;\\n}\\n.bk-root .slick-pager .slick-pager-settings a {\\n padding: 2px;\\n text-decoration: underline;\\n cursor: pointer;\\n}\\n.bk-root .slick-header-columns {\\n background-image: url(\"data:image/gif;base64,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\");\\n}\\n.bk-root .slick-header-column {\\n background-image: url(\"data:image/gif;base64,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\");\\n}\\n.bk-root .slick-header-column:hover,\\n.bk-root .slick-header-column-active {\\n background-image: url(\"data:image/gif;base64,R0lGODlhAgAWAIcAAKrM9tno++vz/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAAAAP8ALAAAAAACABYAAAgUAAUIHEiwoIAACBMqXMhwIQAAAQEAOw==\");\\n}\\n.bk-root .slick-group-toggle.expanded {\\n background-image: url(\"data:image/gif;base64,R0lGODlhCQAJAPcAAAFGeoCAgNXz/+v5/+v6/+z5/+36//L7//X8//j9/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACwAAAAACQAJAAAIMwADCBxIUIDBgwIEChgwwECBAgQUFjBAkaJCABgxGlB4AGHCAAIQiBypEEECkScJqgwQEAA7\");\\n}\\n.bk-root .slick-group-toggle.collapsed {\\n background-image: 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e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_DateFormatter=function(){this.define({format:[u.String,\"ISO-8601\"]})},e.prototype.getFormat=function(){switch(this.format){case\"ATOM\":case\"W3C\":case\"RFC-3339\":case\"ISO-8601\":return\"%Y-%m-%d\";case\"COOKIE\":return\"%a, %d %b %Y\";case\"RFC-850\":return\"%A, %d-%b-%y\";case\"RFC-1123\":case\"RFC-2822\":return\"%a, %e %b %Y\";case\"RSS\":case\"RFC-822\":case\"RFC-1036\":return\"%a, %e %b %y\";case\"TIMESTAMP\":return;default:return this.format}},e.prototype.doFormat=function(e,r,n,o,a){n=c.isString(n)?parseInt(n,10):n;var u=i(n,this.getFormat());return t.prototype.doFormat.call(this,e,r,u,o,a)},e}(s);r.DateFormatter=F,F.__name__=\"DateFormatter\",F.init_DateFormatter();var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_HTMLTemplateFormatter=function(){this.define({template:[u.String,\"<%= value %>\"]})},e.prototype.doFormat=function(t,e,r,n,o){var i=this.template;return 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c=p.keys(r);for(a=0,u=c.length;a<u;a++)if(e.call(n,r[c[a]],c[a],r)===t)return}};p.keys=f||function(r){if(r!==Object(r))throw new TypeError(\"Invalid object\");var e=[];for(var n in r)p.has(r,n)&&e.push(n);return e},p.defaults=function(r){return _(c.call(arguments,1),function(e){if(e)for(var n in e)void 0===r[n]&&(r[n]=e[n])}),r},p.isArray=s||function(r){return\"[object Array]\"===o.call(r)},p.has=function(r,e){if(!p.isArray(e))return null!=r&&l.call(r,e);for(var n=e.length,t=0;t<n;t++){var a=e[t];if(null==r||!l.call(r,a))return!1;r=r[a]}return!!n};var h={escape:{\"&\":\"&\",\"<\":\"<\",\">\":\">\",'\"':\""\",\"'\":\"'\"}},v={escape:new RegExp(\"[\"+p.keys(h.escape).join(\"\")+\"]\",\"g\")};p.each([\"escape\"],function(r){p[r]=function(e){return null==e?\"\":(\"\"+e).replace(v[r],function(e){return h[r][e]})}}),p.templateSettings={evaluate:/<%([\\s\\S]+?)%>/g,interpolate:/<%=([\\s\\S]+?)%>/g,escape:/<%-([\\s\\S]+?)%>/g};var g=/(.)^/,y={\"'\":\"'\",\"\\\\\":\"\\\\\",\"\\r\":\"r\",\"\\n\":\"n\",\"\\t\":\"t\",\"\\u2028\":\"u2028\",\"\\u2029\":\"u2029\"},j=/\\\\|'|\\r|\\n|\\t|\\u2028|\\u2029/g;p.template=function(r,e,n){var t;n=p.defaults({},n,p.templateSettings);var a=new RegExp([(n.escape||g).source,(n.interpolate||g).source,(n.evaluate||g).source].join(\"|\")+\"|$\",\"g\"),u=0,c=\"__p+='\";r.replace(a,function(e,n,t,a,o){return c+=r.slice(u,o).replace(j,function(r){return\"\\\\\"+y[r]}),n&&(c+=\"'+\\n((__t=(\"+n+\"))==null?'':_.escape(__t))+\\n'\"),t&&(c+=\"'+\\n((__t=(\"+t+\"))==null?'':__t)+\\n'\"),a&&(c+=\"';\\n\"+a+\"\\n__p+='\"),u=o+e.length,e}),c+=\"';\\n\",n.variable||(c=\"with(obj||{}){\\n\"+c+\"}\\n\"),c=\"var __t,__p='',__j=Array.prototype.join,print=function(){__p+=__j.call(arguments,'');};\\n\"+c+\"return __p;\\n\";try{t=new Function(n.variable||\"obj\",\"_\",c)}catch(r){throw r.source=c,r}if(e)return t(e,p);var o=function(r){return t.call(this,r,p)};return 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r=t(113),a=t(524).Data.Aggregators,i=a.Avg,u=a.Min,g=a.Max,o=a.Sum,s=t(121),_=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_RowAggregator=function(){this.define({field_:[s.String,\"\"]})},e}(t(166).Model);n.RowAggregator=_,_.__name__=\"RowAggregator\",_.init_RowAggregator();var c=new i,l=function(t){function e(){var e=t.apply(this,arguments)||this;return e.key=\"avg\",e.init=c.init,e.accumulate=c.accumulate,e.storeResult=c.storeResult,e}return r.__extends(e,t),e}(_);n.AvgAggregator=l,l.__name__=\"AvgAggregator\";var m=new u,A=function(t){function e(){var e=t.apply(this,arguments)||this;return e.key=\"min\",e.init=m.init,e.accumulate=m.accumulate,e.storeResult=m.storeResult,e}return r.__extends(e,t),e}(_);n.MinAggregator=A,A.__name__=\"MinAggregator\";var f=new g,v=function(t){function e(){var e=t.apply(this,arguments)||this;return e.key=\"max\",e.init=f.init,e.accumulate=f.accumulate,e.storeResult=f.storeResult,e}return 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t.call(this,e)||this}return o.__extends(e,t),e.init_GroupingInfo=function(){this.define({getter:[n.String,\"\"],aggregators:[n.Array,[]],collapsed:[n.Boolean,!1]})},Object.defineProperty(e.prototype,\"comparer\",{get:function(){return function(t,e){return t.value===e.value?0:t.value>e.value?1:-1}},enumerable:!0,configurable:!0}),e}(t(166).Model);r.GroupingInfo=p,p.__name__=\"GroupingInfo\",p.init_GroupingInfo();var c=function(t){function e(e,r,o,n){var i=t.call(this,e,r)||this;return i.columns=o,i.groupingInfos=[],i.groupingDelimiter=\":|:\",i.target=n,i}return o.__extends(e,t),e.prototype.setGrouping=function(t){this.groupingInfos=t,this.toggledGroupsByLevel=t.map(function(){return{}}),this.refresh()},e.prototype.extractGroups=function(t,e){var r=this,o=[],n=new Map,i=e?e.level+1:0,a=this.groupingInfos[i],u=a.comparer,l=a.getter;return t.forEach(function(t){var a=r.source.data[l][t],u=n.get(a);if(!u){var p=e?\"\"+e.groupingKey+r.groupingDelimiter+a:\"\"+a;u=Object.assign(new 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t,e,r={enableCellNavigation:!1!==this.model.selectable,enableColumnReorder:!1,forceFitColumns:this.model.fit_columns,multiColumnSort:!1,editable:this.model.editable,autoEdit:!1,rowHeight:this.model.row_height},o=this.model.columns.map(function(t){return t.toColumn()});o[0].formatter=(t=o[0].formatter,e=this.model.grouping.length,function(r,o,n,s,a){var u=i.span({class:\"slick-group-toggle\",style:{\"margin-left\":15*(e||0)+\"px\"}}),l=t?t(r,o,n,s,a):\"\"+n;return\"\"+u.outerHTML+(l&&l.replace(/^<div/,\"<span\").replace(/div>$/,\"span>\"))}),delete o[0].editor,this.data=new c(this.model.source,this.model.view,o,this.model.target),this.data.setGrouping(this.model.grouping),this.el.style.width=this.model.width+\"px\",this.grid=new s.Grid(this.el,this.data,o,r),this.grid.onClick.subscribe(l)},e}(a.DataTableView);r.DataCubeView=g,g.__name__=\"DataCubeView\";var f=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_DataCube=function(){this.prototype.default_view=g,this.define({grouping:[n.Array,[]],target:[n.Instance]})},e}(a.DataTable);r.DataCube=f,f.__name__=\"DataCube\",f.init_DataCube()},\n }, 514, {\"models/widgets/tables/main\":514,\"models/widgets/tables/index\":515,\"models/widgets/tables/cell_editors\":516,\"models/widgets/tables/data_table\":517,\"models/widgets/tables/table_widget\":533,\"models/widgets/widget\":534,\"styles/widgets/tables\":535,\"styles/widgets/slickgrid\":536,\"models/widgets/tables/cell_formatters\":537,\"models/widgets/tables/table_column\":540,\"models/widgets/tables/row_aggregators\":541,\"models/widgets/tables/data_cube\":542}, {});\n })\n\n //# sourceMappingURL=bokeh-tables.min.js.map\n\n /* END bokeh-tables.min.js */\n },\n \n function(Bokeh) {\n /* BEGIN bokeh-gl.min.js */\n /*!\n * Copyright (c) 2012 - 2019, Anaconda, Inc., and Bokeh Contributors\n * All rights reserved.\n * \n * Redistribution and use in source and binary forms, with or without modification,\n * are permitted provided that the following conditions are met:\n * \n * Redistributions of source code must retain the above copyright notice,\n * this list of conditions and the following disclaimer.\n * \n * Redistributions in binary form must reproduce the above copyright notice,\n * this list of conditions and the following disclaimer in the documentation\n * and/or other materials provided with the distribution.\n * \n * Neither the name of Anaconda nor the names of any contributors\n * may be used to endorse or promote products derived from this software\n * without specific prior written permission.\n * \n * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n * THE POSSIBILITY OF SUCH DAMAGE.\n */\n (function(root, factory) {\n factory(root[\"Bokeh\"]);\n })(this, function(Bokeh) {\n var define;\n return (function(modules, entry, aliases, externals) {\n if (Bokeh != null) {\n return Bokeh.register_plugin(modules, entry, aliases, externals);\n } else {\n throw new Error(\"Cannot find Bokeh. You have to load it prior to loading plugins.\");\n }\n })\n ({\n 453: function _(n,c,f){n(454)},\n 454: function _(n,o,r){\n /*\n Copyright notice: many of the awesome techniques and GLSL code contained in\n this module are based on work by Nicolas Rougier as part of the Glumpy and\n Vispy projects. The algorithms are published in\n http://jcgt.org/published/0003/04/01/ and http://jcgt.org/published/0002/02/08/\n \n This module contains all gl-specific code to add gl support for the glyphs.\n By implementing it separetely, the GL functionality can be spun off in a\n separate library.\n Other locations where we work with GL, or prepare for GL-rendering:\n - canvas.ts\n - plot.ts\n - glyph.ts\n - glyph_renderer.ts\n */\n function f(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}f(n(455)),f(n(460))},\n 455: function _(t,e,s){var i=t(113),a=t(456),r=t(457),n=t(458),o=t(459),_=t(123),h=function(){function t(t){this._atlas={},this._index=0,this._width=256,this._height=256,this.tex=new a.Texture2D(t),this.tex.set_wrapping(t.REPEAT,t.REPEAT),this.tex.set_interpolation(t.NEAREST,t.NEAREST),this.tex.set_size([this._height,this._width],t.RGBA),this.tex.set_data([0,0],[this._height,this._width],new Uint8Array(this._height*this._width*4)),this.get_atlas_data([1])}return t.prototype.get_atlas_data=function(t){var e=t.join(\"-\");if(void 0===this._atlas[e]){var s=this.make_pattern(t),i=s[0],a=s[1];this.tex.set_data([this._index,0],[1,this._width],new Uint8Array(i.map(function(t){return t+10}))),this._atlas[e]=[this._index/this._height,a],this._index+=1}return this._atlas[e]},t.prototype.make_pattern=function(t){t.length>1&&t.length%2&&(t=t.concat(t));for(var e=0,s=0,i=t;s<i.length;s++){e+=i[s]}for(var a=[],r=0,n=0,o=t.length+2;n<o;n+=2){var _=Math.max(1e-4,t[n%t.length]),h=Math.max(1e-4,t[(n+1)%t.length]);a.push(r,r+_),r+=_+h}var l=this._width,g=new Float32Array(4*l);for(n=0,o=l;n<o;n++){for(var u=void 0,f=void 0,v=void 0,p=e*n/(l-1),d=0,c=1e16,b=0,x=a.length;b<x;b++){var y=Math.abs(a[b]-p);y<c&&(d=b,c=y)}d%2==0?(v=p<=a[d]?1:0,f=a[d],u=a[d+1]):(v=p>a[d]?-1:0,f=a[d-1],u=a[d]),g[4*n+0]=a[d],g[4*n+1]=v,g[4*n+2]=f,g[4*n+3]=u}return[g,e]},t}();h.__name__=\"DashAtlas\";var l={miter:0,round:1,bevel:2},g={\"\":0,none:0,\".\":0,round:1,\")\":1,\"(\":1,o:1,\"triangle in\":2,\"<\":2,\"triangle out\":3,\">\":3,square:4,\"[\":4,\"]\":4,\"=\":4,butt:5,\"|\":5},u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.init=function(){var t=this.gl;this._scale_aspect=0;var e=n.vertex_shader,s=o.fragment_shader;this.prog=new a.Program(t),this.prog.set_shaders(e,s),this.index_buffer=new a.IndexBuffer(t),this.vbo_position=new a.VertexBuffer(t),this.vbo_tangents=new a.VertexBuffer(t),this.vbo_segment=new a.VertexBuffer(t),this.vbo_angles=new a.VertexBuffer(t),this.vbo_texcoord=new a.VertexBuffer(t),this.dash_atlas=new h(t)},e.prototype.draw=function(t,e,s){var i=e.glglyph;if(i.data_changed){if(!isFinite(s.dx)||!isFinite(s.dy))return;i._baked_offset=[s.dx,s.dy],i._set_data(),i.data_changed=!1}this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);var a=s.sx,r=s.sy,n=Math.sqrt(a*a+r*r);a/=n,r/=n,Math.abs(this._scale_aspect-r/a)>Math.abs(.001*this._scale_aspect)&&(i._update_scale(a,r),this._scale_aspect=r/a),this.prog.set_attribute(\"a_position\",\"vec2\",i.vbo_position),this.prog.set_attribute(\"a_tangents\",\"vec4\",i.vbo_tangents),this.prog.set_attribute(\"a_segment\",\"vec2\",i.vbo_segment),this.prog.set_attribute(\"a_angles\",\"vec2\",i.vbo_angles),this.prog.set_attribute(\"a_texcoord\",\"vec2\",i.vbo_texcoord),this.prog.set_uniform(\"u_length\",\"float\",[i.cumsum]),this.prog.set_texture(\"u_dash_atlas\",this.dash_atlas.tex);var o=i._baked_offset;if(this.prog.set_uniform(\"u_pixel_ratio\",\"float\",[s.pixel_ratio]),this.prog.set_uniform(\"u_canvas_size\",\"vec2\",[s.width,s.height]),this.prog.set_uniform(\"u_offset\",\"vec2\",[s.dx-o[0],s.dy-o[1]]),this.prog.set_uniform(\"u_scale_aspect\",\"vec2\",[a,r]),this.prog.set_uniform(\"u_scale_length\",\"float\",[n]),this.I_triangles=i.I_triangles,this.I_triangles.length<65535)this.index_buffer.set_size(2*this.I_triangles.length),this.index_buffer.set_data(0,new Uint16Array(this.I_triangles)),this.prog.draw(this.gl.TRIANGLES,this.index_buffer);else{t=Array.from(this.I_triangles);for(var _=this.I_triangles.length,h=[],l=0,g=Math.ceil(_/64008);l<g;l++)h.push([]);for(l=0,g=t.length;l<g;l++){var u=t[l]%64008;h[f=Math.floor(t[l]/64008)].push(u)}var f=0;for(g=h.length;f<g;f++){var v=new Uint16Array(h[f]),p=64008*f*4;0!==v.length&&(this.prog.set_attribute(\"a_position\",\"vec2\",i.vbo_position,0,2*p),this.prog.set_attribute(\"a_tangents\",\"vec4\",i.vbo_tangents,0,4*p),this.prog.set_attribute(\"a_segment\",\"vec2\",i.vbo_segment,0,2*p),this.prog.set_attribute(\"a_angles\",\"vec2\",i.vbo_angles,0,2*p),this.prog.set_attribute(\"a_texcoord\",\"vec2\",i.vbo_texcoord,0,2*p),this.index_buffer.set_size(2*v.length),this.index_buffer.set_data(0,v),this.prog.draw(this.gl.TRIANGLES,this.index_buffer))}}},e.prototype._set_data=function(){this._bake(),this.vbo_position.set_size(4*this.V_position.length),this.vbo_position.set_data(0,this.V_position),this.vbo_tangents.set_size(4*this.V_tangents.length),this.vbo_tangents.set_data(0,this.V_tangents),this.vbo_angles.set_size(4*this.V_angles.length),this.vbo_angles.set_data(0,this.V_angles),this.vbo_texcoord.set_size(4*this.V_texcoord.length),this.vbo_texcoord.set_data(0,this.V_texcoord)},e.prototype._set_visuals=function(){var t,e=_.color2rgba(this.glyph.visuals.line.line_color.value(),this.glyph.visuals.line.line_alpha.value()),s=g[this.glyph.visuals.line.line_cap.value()],i=l[this.glyph.visuals.line.line_join.value()];this.prog.set_uniform(\"u_color\",\"vec4\",e),this.prog.set_uniform(\"u_linewidth\",\"float\",[this.glyph.visuals.line.line_width.value()]),this.prog.set_uniform(\"u_antialias\",\"float\",[.9]),this.prog.set_uniform(\"u_linecaps\",\"vec2\",[s,s]),this.prog.set_uniform(\"u_linejoin\",\"float\",[i]),this.prog.set_uniform(\"u_miter_limit\",\"float\",[10]);var a=this.glyph.visuals.line.line_dash.value(),r=0,n=1;a.length&&(r=(t=this.dash_atlas.get_atlas_data(a))[0],n=t[1]),this.prog.set_uniform(\"u_dash_index\",\"float\",[r]),this.prog.set_uniform(\"u_dash_phase\",\"float\",[this.glyph.visuals.line.line_dash_offset.value()]),this.prog.set_uniform(\"u_dash_period\",\"float\",[n]),this.prog.set_uniform(\"u_dash_caps\",\"vec2\",[s,s]),this.prog.set_uniform(\"u_closed\",\"float\",[0])},e.prototype._bake=function(){for(var t,e,s,i,a,r,n,o,_=this.nvertices,h=new Float64Array(this.glyph._x),l=new Float64Array(this.glyph._y),g=n=new Float32Array(2*_),u=new Float32Array(2*_),f=o=new Float32Array(4*_),v=0,p=_;v<p;v++)g[2*v+0]=h[v]+this._baked_offset[0],g[2*v+1]=l[v]+this._baked_offset[1];this.tangents=e=new Float32Array(2*_-2);for(v=0,p=_-1;v<p;v++)e[2*v+0]=n[2*(v+1)+0]-n[2*v+0],e[2*v+1]=n[2*(v+1)+1]-n[2*v+1];for(v=0,p=_-1;v<p;v++)f[4*(v+1)+0]=e[2*v+0],f[4*(v+1)+1]=e[2*v+1],f[4*v+2]=e[2*v+0],f[4*v+3]=e[2*v+1];f[0]=e[0],f[1]=e[1],f[4*(_-1)+2]=e[2*(_-2)+0],f[4*(_-1)+3]=e[2*(_-2)+1];var d=new Float32Array(_);for(v=0,p=_;v<p;v++)d[v]=Math.atan2(o[4*v+0]*o[4*v+3]-o[4*v+1]*o[4*v+2],o[4*v+0]*o[4*v+2]+o[4*v+1]*o[4*v+3]);for(v=0,p=_-1;v<p;v++)u[2*v+0]=d[v],u[2*v+1]=d[v+1];var c=4*_-4;this.V_position=i=new Float32Array(2*c),this.V_angles=s=new Float32Array(2*c),this.V_tangents=a=new Float32Array(4*c),this.V_texcoord=r=new Float32Array(2*c);for(v=0,p=_;v<p;v++)for(var b=0;b<4;b++){for(var x=0;x<2;x++)i[2*(4*v+b-2)+x]=g[2*v+x],s[2*(4*v+b)+x]=u[2*v+x];for(x=0;x<4;x++)a[4*(4*v+b-2)+x]=f[4*v+x]}for(v=0,p=_;v<p;v++)r[2*(4*v+0)+0]=-1,r[2*(4*v+1)+0]=-1,r[2*(4*v+2)+0]=1,r[2*(4*v+3)+0]=1,r[2*(4*v+0)+1]=-1,r[2*(4*v+1)+1]=1,r[2*(4*v+2)+1]=-1,r[2*(4*v+3)+1]=1;var y=6*(_-1);this.I_triangles=t=new Uint32Array(y);for(v=0,p=_;v<p;v++)t[6*v+0]=0+4*v,t[6*v+1]=1+4*v,t[6*v+2]=3+4*v,t[6*v+3]=2+4*v,t[6*v+4]=0+4*v,t[6*v+5]=3+4*v},e.prototype._update_scale=function(t,e){var s,i=this.nvertices,a=4*i-4,r=this.tangents,n=new Float32Array(i-1),o=new Float32Array(2*i);this.V_segment=s=new Float32Array(2*a);for(var _=0,h=i-1;_<h;_++)n[_]=Math.sqrt(Math.pow(r[2*_+0]*t,2)+Math.pow(r[2*_+1]*e,2));var l=0;for(_=0,h=i-1;_<h;_++)l+=n[_],o[2*(_+1)+0]=l,o[2*_+1]=l;for(_=0,h=i;_<h;_++)for(var g=0;g<4;g++)for(var u=0;u<2;u++)s[2*(4*_+g)+u]=o[2*_+u];this.cumsum=l,this.vbo_segment.set_size(4*this.V_segment.length),this.vbo_segment.set_data(0,this.V_segment)},e}(r.BaseGLGlyph);s.LineGLGlyph=u,u.__name__=\"LineGLGlyph\"},\n 456: function _(t,e,r){var n,o,i,a,s,l,h,u,c,_=function(t,e){return Array.isArray(t)&&Array.isArray(e)?t.concat(e):t+e},f=function(t,e){if(null==e);else{if(Array.isArray(e)){for(var r=0;r<e.length;r++)if(p(t,e[r]))return!0;return!1}if(e.constructor===Object){for(var n in e)if(t==n)return!0;return!1}if(e.constructor==String)return e.indexOf(t)>=0}var o=Error(\"Not a container: \"+e);throw o.name=\"TypeError\",o},p=function t(e,r){if(null==e||null==r);else{if(Array.isArray(e)&&Array.isArray(r)){for(var n=0,o=e.length==r.length;o&&n<e.length;)o=t(e[n],r[n]),n+=1;return o}if(e.constructor===Object&&r.constructor===Object){var i=Object.keys(e),a=Object.keys(r);i.sort(),a.sort();var s;for(n=0,o=t(i,a);o&&n<i.length;)o=t(e[s=i[n]],r[s]),n+=1;return o}}return e==r},d=function(t,e){if(void 0===t||\"undefined\"!=typeof window&&window===t||\"undefined\"!=typeof global&&global===t)throw\"Class constructor is called as a function.\";for(var r in t)void 0!==Object[r]||\"function\"!=typeof t[r]||t[r].nobind||(t[r]=t[r].bind(t));t.__init__&&t.__init__.apply(t,e)},y=function(t,e){if((\"number\"==typeof t)+(\"number\"==typeof e)===1){if(t.constructor===String)return b.call(t,e);if(e.constructor===String)return b.call(e,t);if(Array.isArray(e)){var r=t;t=e,e=r}if(Array.isArray(t)){for(var n=[],o=0;o<e;o++)n=n.concat(t);return n}}return t*e},g=function(t){return null===t||\"object\"!=typeof t?t:void 0!==t.length?!!t.length&&t:void 0!==t.byteLength?!!t.byteLength&&t:t.constructor!==Object||!!Object.getOwnPropertyNames(t).length&&t},v=function(t){if(!Array.isArray(this))return this.append.apply(this,arguments);this.push(t)},m=function(t,e){return this.constructor!==Object?this.get.apply(this,arguments):void 0!==this[t]?this[t]:void 0!==e?e:null},x=function(t){if(!Array.isArray(this))return this.remove.apply(this,arguments);for(var e=0;e<this.length;e++)if(p(this[e],t))return void this.splice(e,1);var r=Error(t);throw r.name=\"ValueError\",r},b=function(t){if(this.repeat)return this.repeat(t);if(t<1)return\"\";for(var e=\"\",r=this.valueOf();t>1;)1&t&&(e+=r),t>>=1,r+=r;return e+r},E=function(t){return this.constructor!==String?this.startswith.apply(this,arguments):0==this.indexOf(t)};c=window.console,u=function(t,e){var r,n,o,i,a,s,l;for(e=void 0===e?\"periodic check\":e,i=[];n=t.getError(),!(p(n,t.NO_ERROR)||g(i)&&p(n,i[i.length-1]));)v.call(i,n);if(i.length){for(a=\"\",\"object\"!=typeof(s=i)||Array.isArray(s)||(s=Object.keys(s)),l=0;l<s.length;l+=1)r=s[l],a=_(a,r);throw(o=new Error(\"RuntimeError:OpenGL got errors (\"+e+\"): \"+a)).name=\"RuntimeError\",o}return null},(o=function(){d(this,arguments)}).prototype._base_class=Object,o.prototype._class_name=\"GlooObject\",o.prototype.__init__=function(t){if(this._gl=t,this.handle=null,this._create(),null===this.handle)throw\"AssertionError: this.handle !== null\";return null},o.prototype._create=function(){var t;throw(t=new Error(\"NotImplementedError:\")).name=\"NotImplementedError\",t},((a=function(){d(this,arguments)}).prototype=Object.create(o.prototype))._base_class=o.prototype,a.prototype._class_name=\"Program\",a.prototype.UTYPEMAP={float:\"uniform1fv\",vec2:\"uniform2fv\",vec3:\"uniform3fv\",vec4:\"uniform4fv\",int:\"uniform1iv\",ivec2:\"uniform2iv\",ivec3:\"uniform3iv\",ivec4:\"uniform4iv\",bool:\"uniform1iv\",bvec2:\"uniform2iv\",bvec3:\"uniform3iv\",bvec4:\"uniform4iv\",mat2:\"uniformMatrix2fv\",mat3:\"uniformMatrix3fv\",mat4:\"uniformMatrix4fv\",sampler1D:\"uniform1i\",sampler2D:\"uniform1i\",sampler3D:\"uniform1i\"},a.prototype.ATYPEMAP={float:\"vertexAttrib1f\",vec2:\"vertexAttrib2f\",vec3:\"vertexAttrib3f\",vec4:\"vertexAttrib4f\"},a.prototype.ATYPEINFO={float:[1,5126],vec2:[2,5126],vec3:[3,5126],vec4:[4,5126]},a.prototype._create=function(){return this.handle=this._gl.createProgram(),this.locations={},this._unset_variables=[],this._validated=!1,this._samplers={},this._attributes={},this._known_invalid=[],null},a.prototype.delete=function(){return this._gl.deleteProgram(this.handle),null},a.prototype.activate=function(){return this._gl.useProgram(this.handle),null},a.prototype.deactivate=function(){return this._gl.useProgram(0),null},a.prototype.set_shaders=function(t,e){var r,n,o,i,a,s,l,h,u,c,f,p,d;for(s=this._gl,this._linked=!1,f=[[t,d=s.createShader(s.VERTEX_SHADER),\"vertex\"],[e,a=s.createShader(s.FRAGMENT_SHADER),\"fragment\"]],h=0;h<2;h+=1)if(r=(c=f[h])[0],l=c[1],p=c[2],s.shaderSource(l,r),s.compileShader(l),u=s.getShaderParameter(l,s.COMPILE_STATUS),!g(u))throw i=s.getShaderInfoLog(l),(o=new Error(\"RuntimeError:\"+_(\"errors in \"+p+\" shader:\\n\",i))).name=\"RuntimeError\",o;if(s.attachShader(this.handle,d),s.attachShader(this.handle,a),s.linkProgram(this.handle),!g(s.getProgramParameter(this.handle,s.LINK_STATUS)))throw(n=new Error(\"RuntimeError:Program link error:\\n\"+s.getProgramInfoLog(this.handle))).name=\"RuntimeError\",n;return this._unset_variables=this._get_active_attributes_and_uniforms(),s.detachShader(this.handle,d),s.detachShader(this.handle,a),s.deleteShader(d),s.deleteShader(a),this._known_invalid=[],this._linked=!0,null},a.prototype._get_active_attributes_and_uniforms=function(){var t,e,r,n,o,i,a,s,l,h,u,c,f,p,d,y,m,x;for(s=this._gl,this.locations={},p=new window.RegExp(\"(\\\\w+)\\\\s*(\\\\[(\\\\d+)\\\\])\\\\s*\"),o=s.getProgramParameter(this.handle,s.ACTIVE_UNIFORMS),e=s.getProgramParameter(this.handle,s.ACTIVE_ATTRIBUTES),x=[],\"object\"!=typeof(y=[[t=[],e,s.getActiveAttrib,s.getAttribLocation],[x,o,s.getActiveUniform,s.getUniformLocation]])||Array.isArray(y)||(y=Object.keys(y)),m=0;m<y.length;m+=1)for(r=(d=y[m])[0],n=d[1],i=d[2],a=d[3],l=0;l<n;l+=1){if(c=(f=(h=i.call(s,this.handle,l)).name).match(p),g(c))for(f=c[1],u=0;u<h.size;u+=1)v.call(r,[f+\"[\"+u+\"]\",h.type]);else v.call(r,[f,h.type]);this.locations[f]=a.call(s,this.handle,f)}return _(function(){var e,r,n,o=[];for(\"object\"!=typeof(r=t)||Array.isArray(r)||(r=Object.keys(r)),n=0;n<r.length;n++)e=r[n],o.push(e[0]);return o}.apply(this),function(){var t,e,r,n=[];for(\"object\"!=typeof(e=x)||Array.isArray(e)||(e=Object.keys(e)),r=0;r<e.length;r++)t=e[r],n.push(t[0]);return n}.apply(this))},a.prototype.set_texture=function(t,e){var r,n,o;if(!g(this._linked))throw(r=new Error(\"RuntimeError:Cannot set uniform when program has no code\")).name=\"RuntimeError\",r;return n=m.call(this.locations,t,-1),g(n<0)?(f(t,this._known_invalid)||(v.call(this._known_invalid,t),c.log(\"Variable \"+t+\" is not an active texture\")),null):(f(t,this._unset_variables)&&x.call(this._unset_variables,t),this.activate(),o=function(){return\"function\"==typeof this.keys?this.keys.apply(this,arguments):Object.keys(this)}.call(this._samplers).length,f(t,this._samplers)&&(o=this._samplers[t][this._samplers[t].length-1]),this._samplers[t]=[e._target,e.handle,o],this._gl.uniform1i(n,o),null)},a.prototype.set_uniform=function(t,e,r){var n,o,i,a,s,l,h;if(!g(this._linked))throw(i=new Error(\"RuntimeError:Cannot set uniform when program has no code\")).name=\"RuntimeError\",i;if(s=m.call(this.locations,t,-1),g(s<0))return f(t,this._known_invalid)||(v.call(this._known_invalid,t),c.log(\"Variable \"+t+\" is not an active uniform\")),null;if(f(t,this._unset_variables)&&x.call(this._unset_variables,t),o=1,E.call(e,\"mat\")||(n=m.call({int:\"float\",bool:\"float\"},e,function(t){if(this.constructor!==String)return this.lstrip.apply(this,arguments);t=void 0===t?\" \\t\\r\\n\":t;for(var e=0;e<this.length;e++)if(t.indexOf(this[e])<0)return this.slice(e);return\"\"}.call(e,\"ib\")),o=Math.floor(r.length/this.ATYPEINFO[n][0])),g(o>1))for(l=0;l<o;l+=1)f(t+\"[\"+l+\"]\",this._unset_variables)&&f(h=t+\"[\"+l+\"]\",this._unset_variables)&&x.call(this._unset_variables,h);return a=this.UTYPEMAP[e],this.activate(),E.call(e,\"mat\")?this._gl[a](s,!1,r):this._gl[a](s,r),null},a.prototype.set_attribute=function(t,e,r,n,o){var i,a,s,l,u,_;if(n=void 0===n?0:n,o=void 0===o?0:o,!g(this._linked))throw(a=new Error(\"RuntimeError:Cannot set attribute when program has no code\")).name=\"RuntimeError\",a;return u=r instanceof h,l=m.call(this.locations,t,-1),g(l<0)?(f(t,this._known_invalid)||(v.call(this._known_invalid,t),g(u)&&g(o>0)||c.log(\"Variable \"+t+\" is not an active attribute\")),null):(f(t,this._unset_variables)&&x.call(this._unset_variables,t),this.activate(),g(u)?(s=\"vertexAttribPointer\",i=[(_=this.ATYPEINFO[e])[0],_[1],this._gl.FALSE,n,o],this._attributes[t]=[r.handle,l,s,i]):(s=this.ATYPEMAP[e],this._attributes[t]=[0,l,s,r]),null)},a.prototype._pre_draw=function(){var t,e,r,n,o,i,a,s,l,h,u,c;for(c in this.activate(),a=this._samplers)a.hasOwnProperty(c)&&(l=(i=c=a[c])[0],s=i[1],h=i[2],this._gl.activeTexture(_(this._gl.TEXTURE0,h)),this._gl.bindTexture(l,s));for(c in o=this._attributes)o.hasOwnProperty(c)&&(u=(n=c=o[c])[0],e=n[1],r=n[2],t=n[3],g(u)?(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,u),this._gl.enableVertexAttribArray(e),this._gl[r].apply(this._gl,[].concat([e],t))):(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,null),this._gl.disableVertexAttribArray(e),this._gl[r].apply(this._gl,[].concat([e],t))));return g(this._validated)||(this._validated=!0,this._validate()),null},a.prototype._validate=function(){var t;if(this._unset_variables.length&&c.log(\"Program has unset variables: \"+this._unset_variables),this._gl.validateProgram(this.handle),!g(this._gl.getProgramParameter(this.handle,this._gl.VALIDATE_STATUS)))throw c.log(this._gl.getProgramInfoLog(this.handle)),(t=new Error(\"RuntimeError:Program validation error\")).name=\"RuntimeError\",t;return null},a.prototype.draw=function(t,e){var r,n,o,a,s;if(!g(this._linked))throw(n=new Error(\"RuntimeError:Cannot draw program if code has not been set\")).name=\"RuntimeError\",n;return u(this._gl,\"before draw\"),g(e instanceof i)?(this._pre_draw(),e.activate(),r=e._buffer_size/2,a=this._gl.UNSIGNED_SHORT,this._gl.drawElements(t,r,a,0),e.deactivate()):(o=(s=e)[0],r=s[1],g(r)&&(this._pre_draw(),this._gl.drawArrays(t,o,r))),u(this._gl,\"after draw\"),null},((n=function(){d(this,arguments)}).prototype=Object.create(o.prototype))._base_class=o.prototype,n.prototype._class_name=\"Buffer\",n.prototype._target=null,n.prototype._usage=35048,n.prototype._create=function(){return this.handle=this._gl.createBuffer(),this._buffer_size=0,null},n.prototype.delete=function(){return this._gl.deleteBuffer(this.handle),null},n.prototype.activate=function(){return this._gl.bindBuffer(this._target,this.handle),null},n.prototype.deactivate=function(){return this._gl.bindBuffer(this._target,null),null},n.prototype.set_size=function(t){return p(t,this._buffer_size)||(this.activate(),this._gl.bufferData(this._target,t,this._usage),this._buffer_size=t),null},n.prototype.set_data=function(t,e){return this.activate(),this._gl.bufferSubData(this._target,t,e),null},(h=function(){d(this,arguments)}).prototype=Object.create(n.prototype),h.prototype._base_class=n.prototype,h.prototype._class_name=\"VertexBuffer\",h.prototype._target=34962,(i=function(){d(this,arguments)}).prototype=Object.create(n.prototype),i.prototype._base_class=n.prototype,i.prototype._class_name=\"IndexBuffer\",i.prototype._target=34963,((s=function(){d(this,arguments)}).prototype=Object.create(o.prototype))._base_class=o.prototype,s.prototype._class_name=\"Texture2D\",s.prototype._target=3553,s.prototype._types={Int8Array:5120,Uint8Array:5121,Int16Array:5122,Uint16Array:5123,Int32Array:5124,Uint32Array:5125,Float32Array:5126},s.prototype._create=function(){return this.handle=this._gl.createTexture(),this._shape_format=null,null},s.prototype.delete=function(){return this._gl.deleteTexture(this.handle),null},s.prototype.activate=function(){return this._gl.bindTexture(this._target,this.handle),null},s.prototype.deactivate=function(){return this._gl.bindTexture(this._target,0),null},s.prototype._get_alignment=function(t){var e,r,n;for(\"object\"!=typeof(r=[4,8,2,1])||Array.isArray(r)||(r=Object.keys(r)),n=0;n<r.length;n+=1)if(e=r[n],p(t%e,0))return e;return null},s.prototype.set_wrapping=function(t,e){return this.activate(),this._gl.texParameterf(this._target,this._gl.TEXTURE_WRAP_S,t),this._gl.texParameterf(this._target,this._gl.TEXTURE_WRAP_T,e),null},s.prototype.set_interpolation=function(t,e){return this.activate(),this._gl.texParameterf(this._target,this._gl.TEXTURE_MIN_FILTER,t),this._gl.texParameterf(this._target,this._gl.TEXTURE_MAG_FILTER,e),null},s.prototype.set_size=function(t,e){var r,n,o;return r=(n=t)[0],o=n[1],p([r,o,e],this._shape_format)||(this._shape_format=[r,o,e],this.activate(),this._gl.texImage2D(this._target,0,e,o,r,0,e,this._gl.UNSIGNED_BYTE,null)),this.u_shape=[r,o],null},s.prototype.set_data=function(t,e,r){var n,o,i,a,s,l,h,u,c,_;if(p(e.length,2)&&(e=[e[0],e[1],1]),this.activate(),i=this._shape_format[2],s=(l=e)[0],u=l[1],l[2],_=(h=t)[0],c=h[1],null===(a=m.call(this._types,r.constructor.name,null)))throw(o=new Error(\"ValueError:Type \"+r.constructor.name+\" not allowed for texture\")).name=\"ValueError\",o;return n=this._get_alignment(y(e[e.length-2],e[e.length-1])),p(n,4)||this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,n),this._gl.texSubImage2D(this._target,0,c,_,u,s,i,a,r),p(n,4)||this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,4),null},((l=function(){d(this,arguments)}).prototype=Object.create(s.prototype))._base_class=s.prototype,l.prototype._class_name=\"Texture3DLike\",l.prototype.GLSL_SAMPLE_NEAREST=\"\\n vec4 sample3D(sampler2D tex, vec3 texcoord, vec3 shape, vec2 tiles) {\\n shape.xyz = shape.zyx; // silly row-major convention\\n float nrows = tiles.y, ncols = tiles.x;\\n // Don't let adjacent frames be interpolated into this one\\n texcoord.x = min(texcoord.x * shape.x, shape.x - 0.5);\\n texcoord.x = max(0.5, texcoord.x) / shape.x;\\n texcoord.y = min(texcoord.y * shape.y, shape.y - 0.5);\\n texcoord.y = max(0.5, texcoord.y) / shape.y;\\n\\n float zindex = floor(texcoord.z * shape.z);\\n\\n // Do a lookup in the 2D texture\\n float u = (mod(zindex, ncols) + texcoord.x) / ncols;\\n float v = (floor(zindex / ncols) + texcoord.y) / nrows;\\n\\n return texture2D(tex, vec2(u,v));\\n }\\n \",l.prototype.GLSL_SAMPLE_LINEAR=\"\\n vec4 sample3D(sampler2D tex, vec3 texcoord, vec3 shape, vec2 tiles) {\\n shape.xyz = shape.zyx; // silly row-major convention\\n float nrows = tiles.y, ncols = tiles.x;\\n // Don't let adjacent frames be interpolated into this one\\n texcoord.x = min(texcoord.x * shape.x, shape.x - 0.5);\\n texcoord.x = max(0.5, texcoord.x) / shape.x;\\n texcoord.y = min(texcoord.y * shape.y, shape.y - 0.5);\\n texcoord.y = max(0.5, texcoord.y) / shape.y;\\n\\n float z = texcoord.z * shape.z;\\n float zindex1 = floor(z);\\n float u1 = (mod(zindex1, ncols) + texcoord.x) / ncols;\\n float v1 = (floor(zindex1 / ncols) + texcoord.y) / nrows;\\n\\n float zindex2 = zindex1 + 1.0;\\n float u2 = (mod(zindex2, ncols) + texcoord.x) / ncols;\\n float v2 = (floor(zindex2 / ncols) + texcoord.y) / nrows;\\n\\n vec4 s1 = texture2D(tex, vec2(u1, v1));\\n vec4 s2 = texture2D(tex, vec2(u2, v2));\\n\\n return s1 * (zindex2 - z) + s2 * (z - zindex1);\\n }\\n \",l.prototype._get_tile_info=function(t){var e,r,n,o;if(r=this._gl.getParameter(this._gl.MAX_TEXTURE_SIZE),o=Math.floor(r/t[1]),o=Math.min(o,t[0]),n=window.Math.ceil(t[0]/o),g(y(n,t[2])>r))throw(e=new Error(\"RuntimeError:Cannot fit 3D data with shape \"+t+\" onto simulated 2D texture.\")).name=\"RuntimeError\",e;return[o,n]},l.prototype.set_size=function(t,e){var r,n,o,i;return n=(i=this._get_tile_info(t))[0],r=i[1],o=[y(t[1],n),y(t[2],r)],l.prototype._base_class.set_size.call(this,o,e),this.u_shape=[t[0],t[1],t[2]],this.u_tiles=[r,n],null},l.prototype.set_data=function(t,e,r){var n,o,i,a,s,h,u,c,_,f,d,v;if(p(e.length,3)&&(e=[e[0],e[1],e[2],1]),!function(t){for(var e=0;e<t.length;e++)if(!g(t[e]))return!1;return!0}(function(){var e,r,n,o=[];for(\"object\"!=typeof(r=t)||Array.isArray(r)||(r=Object.keys(r)),n=0;n<r.length;n++)e=r[n],o.push(p(e,0));return o}.apply(this)))throw(i=new Error(\"ValueError:Texture3DLike does not support nonzero offset (for now)\")).name=\"ValueError\",i;if(s=(c=this._get_tile_info(e))[0],a=c[1],u=[y(e[1],s),y(e[2],a),e[3]],p(a,1))l.prototype._base_class.set_data.call(this,[0,0],u,r);else for(v=new(0,r.constructor)(y(y(u[0],u[1]),u[2])),l.prototype._base_class.set_data.call(this,[0,0],u,v),d=0;d<e[0];d+=1)h=(_=[Math.floor(d/a),d%a])[0],n=_[1],o=Math.floor(r.length/e[0]),f=r.slice(y(d,o),y(d+1,o)),l.prototype._base_class.set_data.call(this,[y(h,e[1]),y(n,e[2])],e.slice(1),f);return null},e.exports={Buffer:n,GlooObject:o,IndexBuffer:i,Program:a,Texture2D:s,Texture3DLike:l,VertexBuffer:h,check_error:u,console:c}},\n 457: function _(e,t,a){var r=e(123),i=e(167),n=function(){function e(e,t){this.gl=e,this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.init()}return e.prototype.set_data_changed=function(e){e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0},e.prototype.set_visuals_changed=function(){this.visuals_changed=!0},e.prototype.render=function(e,t,a){var r,n=[0,1,2],s=n[0],h=n[1],o=n[2],l=1,c=1,_=this.glyph.renderer.map_to_screen([s*l,h*l,o*l],[s*c,h*c,o*c]),u=_[0],d=_[1];if(isNaN(u[0]+u[1]+u[2]+d[0]+d[1]+d[2]))return i.logger.warn(\"WebGL backend (\"+this.glyph.model.type+\"): falling back to canvas rendering\"),!1;if(l=100/Math.min(Math.max(Math.abs(u[1]-u[0]),1e-12),1e12),c=100/Math.min(Math.max(Math.abs(d[1]-d[0]),1e-12),1e12),u=(r=this.glyph.renderer.map_to_screen([s*l,h*l,o*l],[s*c,h*c,o*c]))[0],d=r[1],Math.abs(u[1]-u[0]-(u[2]-u[1]))>1e-6||Math.abs(d[1]-d[0]-(d[2]-d[1]))>1e-6)return i.logger.warn(\"WebGL backend (\"+this.glyph.model.type+\"): falling back to canvas rendering\"),!1;var v=[(u[1]-u[0])/l,(d[1]-d[0])/c],f=v[0],g=v[1],p=this.glyph.renderer.plot_view.gl.canvas,y=p.width,b=p.height,w={pixel_ratio:this.glyph.renderer.plot_view.canvas.pixel_ratio,width:y,height:b,dx:u[0]/f,dy:d[0]/g,sx:f,sy:g};return this.draw(t,a,w),!0},e}();function s(e,t){for(var a=new Float32Array(e),r=0,i=e;r<i;r++)a[r]=t;return a}function h(e,t){return void 0!==e[t].spec.value}a.BaseGLGlyph=n,n.__name__=\"BaseGLGlyph\",a.line_width=function(e){return e<2&&(e=Math.sqrt(2*e)),e},a.fill_array_with_float=s,a.fill_array_with_vec=function(e,t,a){for(var r=new Float32Array(e*t),i=0;i<e;i++)for(var n=0;n<t;n++)r[i*t+n]=a[n];return r},a.visual_prop_is_singular=h,a.attach_float=function(e,t,a,r,i,n){if(i.doit)if(h(i,n))t.used=!1,e.set_attribute(a,\"float\",i[n].value());else{t.used=!0;var s=new Float32Array(i.cache[n+\"_array\"]);t.set_size(4*r),t.set_data(0,s),e.set_attribute(a,\"float\",t)}else t.used=!1,e.set_attribute(a,\"float\",[0])},a.attach_color=function(e,t,a,i,n,o){var l,c=o+\"_color\",_=o+\"_alpha\";if(n.doit)if(h(n,c)&&h(n,_))t.used=!1,l=r.color2rgba(n[c].value(),n[_].value()),e.set_attribute(a,\"vec4\",l);else{var u=void 0,d=void 0;t.used=!0,d=h(n,c)?function(){for(var e=[],t=0,a=i;t<a;t++)e.push(n[c].value());return e}():n.cache[c+\"_array\"],u=h(n,_)?s(i,n[_].value()):n.cache[_+\"_array\"];for(var v=new Float32Array(4*i),f=0,g=i;f<g;f++){l=r.color2rgba(d[f],u[f]);for(var p=0;p<4;p++)v[4*f+p]=l[p]}t.set_size(4*i*4),t.set_data(0,v),e.set_attribute(a,\"vec4\",t)}else t.used=!1,e.set_attribute(a,\"vec4\",[0,0,0,0])}},\n 458: function _(n,e,t){t.vertex_shader=\"\\nprecision mediump float;\\n\\nconst float PI = 3.14159265358979323846264;\\nconst float THETA = 15.0 * 3.14159265358979323846264/180.0;\\n\\nuniform float u_pixel_ratio;\\nuniform vec2 u_canvas_size, u_offset;\\nuniform vec2 u_scale_aspect;\\nuniform float u_scale_length;\\n\\nuniform vec4 u_color;\\nuniform float u_antialias;\\nuniform float u_length;\\nuniform float u_linewidth;\\nuniform float u_dash_index;\\nuniform float u_closed;\\n\\nattribute vec2 a_position;\\nattribute vec4 a_tangents;\\nattribute vec2 a_segment;\\nattribute vec2 a_angles;\\nattribute vec2 a_texcoord;\\n\\nvarying vec4 v_color;\\nvarying vec2 v_segment;\\nvarying vec2 v_angles;\\nvarying vec2 v_texcoord;\\nvarying vec2 v_miter;\\nvarying float v_length;\\nvarying float v_linewidth;\\n\\nfloat cross(in vec2 v1, in vec2 v2)\\n{\\n return v1.x*v2.y - v1.y*v2.x;\\n}\\n\\nfloat signed_distance(in vec2 v1, in vec2 v2, in vec2 v3)\\n{\\n return cross(v2-v1,v1-v3) / length(v2-v1);\\n}\\n\\nvoid rotate( in vec2 v, in float alpha, out vec2 result )\\n{\\n float c = cos(alpha);\\n float s = sin(alpha);\\n result = vec2( c*v.x - s*v.y,\\n s*v.x + c*v.y );\\n}\\n\\nvoid main()\\n{\\n bool closed = (u_closed > 0.0);\\n\\n // Attributes and uniforms to varyings\\n v_color = u_color;\\n v_linewidth = u_linewidth;\\n v_segment = a_segment * u_scale_length;\\n v_length = u_length * u_scale_length;\\n\\n // Scale to map to pixel coordinates. The original algorithm from the paper\\n // assumed isotropic scale. We obviously do not have this.\\n vec2 abs_scale_aspect = abs(u_scale_aspect);\\n vec2 abs_scale = u_scale_length * abs_scale_aspect;\\n\\n // Correct angles for aspect ratio\\n vec2 av;\\n av = vec2(1.0, tan(a_angles.x)) / abs_scale_aspect;\\n v_angles.x = atan(av.y, av.x);\\n av = vec2(1.0, tan(a_angles.y)) / abs_scale_aspect;\\n v_angles.y = atan(av.y, av.x);\\n\\n // Thickness below 1 pixel are represented using a 1 pixel thickness\\n // and a modified alpha\\n v_color.a = min(v_linewidth, v_color.a);\\n v_linewidth = max(v_linewidth, 1.0);\\n\\n // If color is fully transparent we just will discard the fragment anyway\\n if( v_color.a <= 0.0 ) {\\n gl_Position = vec4(0.0,0.0,0.0,1.0);\\n return;\\n }\\n\\n // This is the actual half width of the line\\n float w = ceil(u_antialias+v_linewidth)/2.0;\\n\\n vec2 position = (a_position + u_offset) * abs_scale;\\n\\n vec2 t1 = normalize(a_tangents.xy * abs_scale_aspect); // note the scaling for aspect ratio here\\n vec2 t2 = normalize(a_tangents.zw * abs_scale_aspect);\\n float u = a_texcoord.x;\\n float v = a_texcoord.y;\\n vec2 o1 = vec2( +t1.y, -t1.x);\\n vec2 o2 = vec2( +t2.y, -t2.x);\\n\\n // This is a join\\n // ----------------------------------------------------------------\\n if( t1 != t2 ) {\\n float angle = atan (t1.x*t2.y-t1.y*t2.x, t1.x*t2.x+t1.y*t2.y); // Angle needs recalculation for some reason\\n vec2 t = normalize(t1+t2);\\n vec2 o = vec2( + t.y, - t.x);\\n\\n if ( u_dash_index > 0.0 )\\n {\\n // Broken angle\\n // ----------------------------------------------------------------\\n if( (abs(angle) > THETA) ) {\\n position += v * w * o / cos(angle/2.0);\\n float s = sign(angle);\\n if( angle < 0.0 ) {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n if( v == 1.0 ) {\\n position -= 2.0 * w * t1 / sin(angle);\\n u -= 2.0 * w / sin(angle);\\n }\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n if( v == 1.0 ) {\\n position += 2.0 * w * t2 / sin(angle);\\n u += 2.0*w / sin(angle);\\n }\\n }\\n } else {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n if( v == -1.0 ) {\\n position += 2.0 * w * t1 / sin(angle);\\n u += 2.0 * w / sin(angle);\\n }\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n if( v == -1.0 ) {\\n position -= 2.0 * w * t2 / sin(angle);\\n u -= 2.0*w / sin(angle);\\n }\\n }\\n }\\n // Continuous angle\\n // ------------------------------------------------------------\\n } else {\\n position += v * w * o / cos(angle/2.0);\\n if( u == +1.0 ) u = v_segment.y;\\n else u = v_segment.x;\\n }\\n }\\n\\n // Solid line\\n // --------------------------------------------------------------------\\n else\\n {\\n position.xy += v * w * o / cos(angle/2.0);\\n if( angle < 0.0 ) {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n }\\n } else {\\n if( u == +1.0 ) {\\n u = v_segment.y + v * w * tan(angle/2.0);\\n } else {\\n u = v_segment.x - v * w * tan(angle/2.0);\\n }\\n }\\n }\\n\\n // This is a line start or end (t1 == t2)\\n // ------------------------------------------------------------------------\\n } else {\\n position += v * w * o1;\\n if( u == -1.0 ) {\\n u = v_segment.x - w;\\n position -= w * t1;\\n } else {\\n u = v_segment.y + w;\\n position += w * t2;\\n }\\n }\\n\\n // Miter distance\\n // ------------------------------------------------------------------------\\n vec2 t;\\n vec2 curr = a_position * abs_scale;\\n if( a_texcoord.x < 0.0 ) {\\n vec2 next = curr + t2*(v_segment.y-v_segment.x);\\n\\n rotate( t1, +v_angles.x/2.0, t);\\n v_miter.x = signed_distance(curr, curr+t, position);\\n\\n rotate( t2, +v_angles.y/2.0, t);\\n v_miter.y = signed_distance(next, next+t, position);\\n } else {\\n vec2 prev = curr - t1*(v_segment.y-v_segment.x);\\n\\n rotate( t1, -v_angles.x/2.0,t);\\n v_miter.x = signed_distance(prev, prev+t, position);\\n\\n rotate( t2, -v_angles.y/2.0,t);\\n v_miter.y = signed_distance(curr, curr+t, position);\\n }\\n\\n if (!closed && v_segment.x <= 0.0) {\\n v_miter.x = 1e10;\\n }\\n if (!closed && v_segment.y >= v_length)\\n {\\n v_miter.y = 1e10;\\n }\\n\\n v_texcoord = vec2( u, v*w );\\n\\n // Calculate position in device coordinates. Note that we\\n // already scaled with abs scale above.\\n vec2 normpos = position * sign(u_scale_aspect);\\n normpos += 0.5; // make up for Bokeh's offset\\n normpos /= u_canvas_size / u_pixel_ratio; // in 0..1\\n gl_Position = vec4(normpos*2.0-1.0, 0.0, 1.0);\\n gl_Position.y *= -1.0;\\n}\\n\"},\n 459: function _(n,t,e){e.fragment_shader=\"\\nprecision mediump float;\\n\\nconst float PI = 3.14159265358979323846264;\\nconst float THETA = 15.0 * 3.14159265358979323846264/180.0;\\n\\nuniform sampler2D u_dash_atlas;\\n\\nuniform vec2 u_linecaps;\\nuniform float u_miter_limit;\\nuniform float u_linejoin;\\nuniform float u_antialias;\\nuniform float u_dash_phase;\\nuniform float u_dash_period;\\nuniform float u_dash_index;\\nuniform vec2 u_dash_caps;\\nuniform float u_closed;\\n\\nvarying vec4 v_color;\\nvarying vec2 v_segment;\\nvarying vec2 v_angles;\\nvarying vec2 v_texcoord;\\nvarying vec2 v_miter;\\nvarying float v_length;\\nvarying float v_linewidth;\\n\\n// Compute distance to cap ----------------------------------------------------\\nfloat cap( int type, float dx, float dy, float t, float linewidth )\\n{\\n float d = 0.0;\\n dx = abs(dx);\\n dy = abs(dy);\\n if (type == 0) discard; // None\\n else if (type == 1) d = sqrt(dx*dx+dy*dy); // Round\\n else if (type == 3) d = (dx+abs(dy)); // Triangle in\\n else if (type == 2) d = max(abs(dy),(t+dx-abs(dy))); // Triangle out\\n else if (type == 4) d = max(dx,dy); // Square\\n else if (type == 5) d = max(dx+t,dy); // Butt\\n return d;\\n}\\n\\n// Compute distance to join -------------------------------------------------\\nfloat join( in int type, in float d, in vec2 segment, in vec2 texcoord, in vec2 miter,\\n in float linewidth )\\n{\\n // texcoord.x is distance from start\\n // texcoord.y is distance from centerline\\n // segment.x and y indicate the limits (as for texcoord.x) for this segment\\n\\n float dx = texcoord.x;\\n\\n // Round join\\n if( type == 1 ) {\\n if (dx < segment.x) {\\n d = max(d,length( texcoord - vec2(segment.x,0.0)));\\n //d = length( texcoord - vec2(segment.x,0.0));\\n } else if (dx > segment.y) {\\n d = max(d,length( texcoord - vec2(segment.y,0.0)));\\n //d = length( texcoord - vec2(segment.y,0.0));\\n }\\n }\\n // Bevel join\\n else if ( type == 2 ) {\\n if (dx < segment.x) {\\n vec2 x = texcoord - vec2(segment.x,0.0);\\n d = max(d, max(abs(x.x), abs(x.y)));\\n\\n } else if (dx > segment.y) {\\n vec2 x = texcoord - vec2(segment.y,0.0);\\n d = max(d, max(abs(x.x), abs(x.y)));\\n }\\n /* Original code for bevel which does not work for us\\n if( (dx < segment.x) || (dx > segment.y) )\\n d = max(d, min(abs(x.x),abs(x.y)));\\n */\\n }\\n\\n return d;\\n}\\n\\nvoid main()\\n{\\n // If color is fully transparent we just discard the fragment\\n if( v_color.a <= 0.0 ) {\\n discard;\\n }\\n\\n // Test if dash pattern is the solid one (0)\\n bool solid = (u_dash_index == 0.0);\\n\\n // Test if path is closed\\n bool closed = (u_closed > 0.0);\\n\\n vec4 color = v_color;\\n float dx = v_texcoord.x;\\n float dy = v_texcoord.y;\\n float t = v_linewidth/2.0-u_antialias;\\n float width = 1.0; //v_linewidth; original code had dashes scale with line width, we do not\\n float d = 0.0;\\n\\n vec2 linecaps = u_linecaps;\\n vec2 dash_caps = u_dash_caps;\\n float line_start = 0.0;\\n float line_stop = v_length;\\n\\n // Apply miter limit; fragments too far into the miter are simply discarded\\n if( (dx < v_segment.x) || (dx > v_segment.y) ) {\\n float into_miter = max(v_segment.x - dx, dx - v_segment.y);\\n if (into_miter > u_miter_limit*v_linewidth/2.0)\\n discard;\\n }\\n\\n // Solid line --------------------------------------------------------------\\n if( solid ) {\\n d = abs(dy);\\n if( (!closed) && (dx < line_start) ) {\\n d = cap( int(u_linecaps.x), abs(dx), abs(dy), t, v_linewidth );\\n }\\n else if( (!closed) && (dx > line_stop) ) {\\n d = cap( int(u_linecaps.y), abs(dx)-line_stop, abs(dy), t, v_linewidth );\\n }\\n else {\\n d = join( int(u_linejoin), abs(dy), v_segment, v_texcoord, v_miter, v_linewidth );\\n }\\n\\n // Dash line --------------------------------------------------------------\\n } else {\\n float segment_start = v_segment.x;\\n float segment_stop = v_segment.y;\\n float segment_center= (segment_start+segment_stop)/2.0;\\n float freq = u_dash_period*width;\\n float u = mod( dx + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n float dash_center= tex.x * width;\\n float dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n float dash_start = dx - u + _start;\\n float dash_stop = dx - u + _stop;\\n\\n // Compute extents of the first dash (the one relative to v_segment.x)\\n // Note: this could be computed in the vertex shader\\n if( (dash_stop < segment_start) && (dash_caps.x != 5.0) ) {\\n float u = mod(segment_start + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n dash_center= tex.x * width;\\n //dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n dash_start = segment_start - u + _start;\\n dash_stop = segment_start - u + _stop;\\n }\\n\\n // Compute extents of the last dash (the one relatives to v_segment.y)\\n // Note: This could be computed in the vertex shader\\n else if( (dash_start > segment_stop) && (dash_caps.y != 5.0) ) {\\n float u = mod(segment_stop + u_dash_phase*width, freq);\\n vec4 tex = texture2D(u_dash_atlas, vec2(u/freq, u_dash_index)) * 255.0 -10.0; // conversion to int-like\\n dash_center= tex.x * width;\\n //dash_type = tex.y;\\n float _start = tex.z * width;\\n float _stop = tex.a * width;\\n dash_start = segment_stop - u + _start;\\n dash_stop = segment_stop - u + _stop;\\n }\\n\\n // This test if the we are dealing with a discontinuous angle\\n bool discontinuous = ((dx < segment_center) && abs(v_angles.x) > THETA) ||\\n ((dx >= segment_center) && abs(v_angles.y) > THETA);\\n //if( dx < line_start) discontinuous = false;\\n //if( dx > line_stop) discontinuous = false;\\n\\n float d_join = join( int(u_linejoin), abs(dy),\\n v_segment, v_texcoord, v_miter, v_linewidth );\\n\\n // When path is closed, we do not have room for linecaps, so we make room\\n // by shortening the total length\\n if (closed) {\\n line_start += v_linewidth/2.0;\\n line_stop -= v_linewidth/2.0;\\n }\\n\\n // We also need to take antialias area into account\\n //line_start += u_antialias;\\n //line_stop -= u_antialias;\\n\\n // Check is dash stop is before line start\\n if( dash_stop <= line_start ) {\\n discard;\\n }\\n // Check is dash start is beyond line stop\\n if( dash_start >= line_stop ) {\\n discard;\\n }\\n\\n // Check if current dash start is beyond segment stop\\n if( discontinuous ) {\\n // Dash start is beyond segment, we discard\\n if( (dash_start > segment_stop) ) {\\n discard;\\n //gl_FragColor = vec4(1.0,0.0,0.0,.25); return;\\n }\\n\\n // Dash stop is before segment, we discard\\n if( (dash_stop < segment_start) ) {\\n discard; //gl_FragColor = vec4(0.0,1.0,0.0,.25); return;\\n }\\n\\n // Special case for round caps (nicer with this)\\n if( dash_caps.x == 1.0 ) {\\n if( (u > _stop) && (dash_stop > segment_stop ) && (abs(v_angles.y) < PI/2.0)) {\\n discard;\\n }\\n }\\n\\n // Special case for round caps (nicer with this)\\n if( dash_caps.y == 1.0 ) {\\n if( (u < _start) && (dash_start < segment_start ) && (abs(v_angles.x) < PI/2.0)) {\\n discard;\\n }\\n }\\n\\n // Special case for triangle caps (in & out) and square\\n // We make sure the cap stop at crossing frontier\\n if( (dash_caps.x != 1.0) && (dash_caps.x != 5.0) ) {\\n if( (dash_start < segment_start ) && (abs(v_angles.x) < PI/2.0) ) {\\n float a = v_angles.x/2.0;\\n float x = (segment_start-dx)*cos(a) - dy*sin(a);\\n float y = (segment_start-dx)*sin(a) + dy*cos(a);\\n if( x > 0.0 ) discard;\\n // We transform the cap into square to avoid holes\\n dash_caps.x = 4.0;\\n }\\n }\\n\\n // Special case for triangle caps (in & out) and square\\n // We make sure the cap stop at crossing frontier\\n if( (dash_caps.y != 1.0) && (dash_caps.y != 5.0) ) {\\n if( (dash_stop > segment_stop ) && (abs(v_angles.y) < PI/2.0) ) {\\n float a = v_angles.y/2.0;\\n float x = (dx-segment_stop)*cos(a) - dy*sin(a);\\n float y = (dx-segment_stop)*sin(a) + dy*cos(a);\\n if( x > 0.0 ) discard;\\n // We transform the caps into square to avoid holes\\n dash_caps.y = 4.0;\\n }\\n }\\n }\\n\\n // Line cap at start\\n if( (dx < line_start) && (dash_start < line_start) && (dash_stop > line_start) ) {\\n d = cap( int(linecaps.x), dx-line_start, dy, t, v_linewidth);\\n }\\n // Line cap at stop\\n else if( (dx > line_stop) && (dash_stop > line_stop) && (dash_start < line_stop) ) {\\n d = cap( int(linecaps.y), dx-line_stop, dy, t, v_linewidth);\\n }\\n // Dash cap left - dash_type = -1, 0 or 1, but there may be roundoff errors\\n else if( dash_type < -0.5 ) {\\n d = cap( int(dash_caps.y), abs(u-dash_center), dy, t, v_linewidth);\\n if( (dx > line_start) && (dx < line_stop) )\\n d = max(d,d_join);\\n }\\n // Dash cap right\\n else if( dash_type > 0.5 ) {\\n d = cap( int(dash_caps.x), abs(dash_center-u), dy, t, v_linewidth);\\n if( (dx > line_start) && (dx < line_stop) )\\n d = max(d,d_join);\\n }\\n // Dash body (plain)\\n else {// if( dash_type > -0.5 && dash_type < 0.5) {\\n d = abs(dy);\\n }\\n\\n // Line join\\n if( (dx > line_start) && (dx < line_stop)) {\\n if( (dx <= segment_start) && (dash_start <= segment_start)\\n && (dash_stop >= segment_start) ) {\\n d = d_join;\\n // Antialias at outer border\\n float angle = PI/2.+v_angles.x;\\n float f = abs( (segment_start - dx)*cos(angle) - dy*sin(angle));\\n d = max(f,d);\\n }\\n else if( (dx > segment_stop) && (dash_start <= segment_stop)\\n && (dash_stop >= segment_stop) ) {\\n d = d_join;\\n // Antialias at outer border\\n float angle = PI/2.+v_angles.y;\\n float f = abs((dx - segment_stop)*cos(angle) - dy*sin(angle));\\n d = max(f,d);\\n }\\n else if( dx < (segment_start - v_linewidth/2.)) {\\n discard;\\n }\\n else if( dx > (segment_stop + v_linewidth/2.)) {\\n discard;\\n }\\n }\\n else if( dx < (segment_start - v_linewidth/2.)) {\\n discard;\\n }\\n else if( dx > (segment_stop + v_linewidth/2.)) {\\n discard;\\n }\\n }\\n\\n // Distance to border ------------------------------------------------------\\n d = d - t;\\n if( d < 0.0 ) {\\n gl_FragColor = color;\\n } else {\\n d /= u_antialias;\\n gl_FragColor = vec4(color.rgb, exp(-d*d)*color.a);\\n }\\n}\\n\"},\n 460: function _(t,e,s){var i=t(113),r=t(456),a=t(457),o=t(461),_=t(462),h=t(307),l=t(114),n=t(167),f=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.init=function(){var t=this.gl,e=o.vertex_shader,s=_.fragment_shader(this._marker_code);this.prog=new r.Program(t),this.prog.set_shaders(e,s),this.vbo_x=new r.VertexBuffer(t),this.prog.set_attribute(\"a_x\",\"float\",this.vbo_x),this.vbo_y=new r.VertexBuffer(t),this.prog.set_attribute(\"a_y\",\"float\",this.vbo_y),this.vbo_s=new r.VertexBuffer(t),this.prog.set_attribute(\"a_size\",\"float\",this.vbo_s),this.vbo_a=new r.VertexBuffer(t),this.prog.set_attribute(\"a_angle\",\"float\",this.vbo_a),this.vbo_linewidth=new r.VertexBuffer(t),this.vbo_fg_color=new r.VertexBuffer(t),this.vbo_bg_color=new r.VertexBuffer(t),this.index_buffer=new r.IndexBuffer(t)},e.prototype.draw=function(t,e,s){var i=e.glglyph,r=i.nvertices;if(i.data_changed){if(!isFinite(s.dx)||!isFinite(s.dy))return;i._baked_offset=[s.dx,s.dy],i._set_data(r),i.data_changed=!1}else this.glyph instanceof h.CircleView&&null!=this.glyph._radius&&(null==this.last_trans||s.sx!=this.last_trans.sx||s.sy!=this.last_trans.sy)&&(this.last_trans=s,this.vbo_s.set_data(0,new Float32Array(l.map(this.glyph.sradius,function(t){return 2*t}))));this.visuals_changed&&(this._set_visuals(r),this.visuals_changed=!1);var a=i._baked_offset;if(this.prog.set_uniform(\"u_pixel_ratio\",\"float\",[s.pixel_ratio]),this.prog.set_uniform(\"u_canvas_size\",\"vec2\",[s.width,s.height]),this.prog.set_uniform(\"u_offset\",\"vec2\",[s.dx-a[0],s.dy-a[1]]),this.prog.set_uniform(\"u_scale\",\"vec2\",[s.sx,s.sy]),this.prog.set_attribute(\"a_x\",\"float\",i.vbo_x),this.prog.set_attribute(\"a_y\",\"float\",i.vbo_y),this.prog.set_attribute(\"a_size\",\"float\",i.vbo_s),this.prog.set_attribute(\"a_angle\",\"float\",i.vbo_a),0!=t.length)if(t.length===r)this.prog.draw(this.gl.POINTS,[0,r]);else if(r<65535){var o=window.navigator.userAgent;o.indexOf(\"MSIE \")+o.indexOf(\"Trident/\")+o.indexOf(\"Edge/\")>0&&n.logger.warn(\"WebGL warning: IE is known to produce 1px sprites whith selections.\"),this.index_buffer.set_size(2*t.length),this.index_buffer.set_data(0,new Uint16Array(t)),this.prog.draw(this.gl.POINTS,this.index_buffer)}else{for(var _=[],f=0,u=Math.ceil(r/64e3);f<u;f++)_.push([]);for(f=0,u=t.length;f<u;f++){var g=t[f]%64e3;_[p=Math.floor(t[f]/64e3)].push(g)}var p=0;for(u=_.length;p<u;p++){var d=new Uint16Array(_[p]),b=64e3*p*4;0!==d.length&&(this.prog.set_attribute(\"a_x\",\"float\",i.vbo_x,0,b),this.prog.set_attribute(\"a_y\",\"float\",i.vbo_y,0,b),this.prog.set_attribute(\"a_size\",\"float\",i.vbo_s,0,b),this.prog.set_attribute(\"a_angle\",\"float\",i.vbo_a,0,b),this.vbo_linewidth.used&&this.prog.set_attribute(\"a_linewidth\",\"float\",this.vbo_linewidth,0,b),this.vbo_fg_color.used&&this.prog.set_attribute(\"a_fg_color\",\"vec4\",this.vbo_fg_color,0,4*b),this.vbo_bg_color.used&&this.prog.set_attribute(\"a_bg_color\",\"vec4\",this.vbo_bg_color,0,4*b),this.index_buffer.set_size(2*d.length),this.index_buffer.set_data(0,d),this.prog.draw(this.gl.POINTS,this.index_buffer))}}},e.prototype._set_data=function(t){var e=4*t;this.vbo_x.set_size(e),this.vbo_y.set_size(e),this.vbo_a.set_size(e),this.vbo_s.set_size(e);for(var s=new Float64Array(this.glyph._x),i=new Float64Array(this.glyph._y),r=0,a=t;r<a;r++)s[r]+=this._baked_offset[0],i[r]+=this._baked_offset[1];this.vbo_x.set_data(0,new Float32Array(s)),this.vbo_y.set_data(0,new Float32Array(i)),null!=this.glyph._angle&&this.vbo_a.set_data(0,new Float32Array(this.glyph._angle)),this.glyph instanceof h.CircleView&&null!=this.glyph._radius?this.vbo_s.set_data(0,new Float32Array(l.map(this.glyph.sradius,function(t){return 2*t}))):this.vbo_s.set_data(0,new Float32Array(this.glyph._size))},e.prototype._set_visuals=function(t){a.attach_float(this.prog,this.vbo_linewidth,\"a_linewidth\",t,this.glyph.visuals.line,\"line_width\"),a.attach_color(this.prog,this.vbo_fg_color,\"a_fg_color\",t,this.glyph.visuals.line,\"line\"),a.attach_color(this.prog,this.vbo_bg_color,\"a_bg_color\",t,this.glyph.visuals.fill,\"fill\"),this.prog.set_uniform(\"u_antialias\",\"float\",[.8])},e}(a.BaseGLGlyph);function u(t){return function(e){function s(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(s,e),Object.defineProperty(s.prototype,\"_marker_code\",{get:function(){return t},enumerable:!0,configurable:!0}),s}(f)}s.MarkerGLGlyph=f,f.__name__=\"MarkerGLGlyph\";var g=t(462);s.CircleGLGlyph=u(g.circle),s.SquareGLGlyph=u(g.square),s.DiamondGLGlyph=u(g.diamond),s.TriangleGLGlyph=u(g.triangle),s.InvertedTriangleGLGlyph=u(g.invertedtriangle),s.HexGLGlyph=u(g.hex),s.CrossGLGlyph=u(g.cross),s.CircleCrossGLGlyph=u(g.circlecross),s.SquareCrossGLGlyph=u(g.squarecross),s.DiamondCrossGLGlyph=u(g.diamondcross),s.XGLGlyph=u(g.x),s.CircleXGLGlyph=u(g.circlex),s.SquareXGLGlyph=u(g.squarex),s.AsteriskGLGlyph=u(g.asterisk)},\n 461: function _(n,i,a){a.vertex_shader=\"\\nprecision mediump float;\\nconst float SQRT_2 = 1.4142135623730951;\\n//\\nuniform float u_pixel_ratio;\\nuniform vec2 u_canvas_size;\\nuniform vec2 u_offset;\\nuniform vec2 u_scale;\\nuniform float u_antialias;\\n//\\nattribute float a_x;\\nattribute float a_y;\\nattribute float a_size;\\nattribute float a_angle; // in radians\\nattribute float a_linewidth;\\nattribute vec4 a_fg_color;\\nattribute vec4 a_bg_color;\\n//\\nvarying float v_linewidth;\\nvarying float v_size;\\nvarying vec4 v_fg_color;\\nvarying vec4 v_bg_color;\\nvarying vec2 v_rotation;\\n\\nvoid main (void)\\n{\\n v_size = a_size * u_pixel_ratio;\\n v_linewidth = a_linewidth * u_pixel_ratio;\\n v_fg_color = a_fg_color;\\n v_bg_color = a_bg_color;\\n v_rotation = vec2(cos(-a_angle), sin(-a_angle));\\n // Calculate position - the -0.5 is to correct for canvas origin\\n vec2 pos = (vec2(a_x, a_y) + u_offset) * u_scale; // in pixels\\n pos += 0.5; // make up for Bokeh's offset\\n pos /= u_canvas_size / u_pixel_ratio; // in 0..1\\n gl_Position = vec4(pos*2.0-1.0, 0.0, 1.0);\\n gl_Position.y *= -1.0;\\n gl_PointSize = SQRT_2 * v_size + 2.0 * (v_linewidth + 1.5*u_antialias);\\n}\\n\"},\n 462: function _(a,n,s){s.fragment_shader=function(a){return\"\\nprecision mediump float;\\nconst float SQRT_2 = 1.4142135623730951;\\nconst float PI = 3.14159265358979323846264;\\n//\\nuniform float u_antialias;\\n//\\nvarying vec4 v_fg_color;\\nvarying vec4 v_bg_color;\\nvarying float v_linewidth;\\nvarying float v_size;\\nvarying vec2 v_rotation;\\n\\n\"+a+\"\\n\\nvec4 outline(float distance, float linewidth, float antialias, vec4 fg_color, vec4 bg_color)\\n{\\n vec4 frag_color;\\n float t = linewidth/2.0 - antialias;\\n float signed_distance = distance;\\n float border_distance = abs(signed_distance) - t;\\n float alpha = border_distance/antialias;\\n alpha = exp(-alpha*alpha);\\n\\n // If fg alpha is zero, it probably means no outline. To avoid a dark outline\\n // shining through due to aa, we set the fg color to the bg color. Avoid if (i.e. branching).\\n float select = float(bool(fg_color.a));\\n fg_color.rgb = select * fg_color.rgb + (1.0 - select) * bg_color.rgb;\\n // Similarly, if we want a transparent bg\\n select = float(bool(bg_color.a));\\n bg_color.rgb = select * bg_color.rgb + (1.0 - select) * fg_color.rgb;\\n\\n if( border_distance < 0.0)\\n frag_color = fg_color;\\n else if( signed_distance < 0.0 ) {\\n frag_color = mix(bg_color, fg_color, sqrt(alpha));\\n } else {\\n if( abs(signed_distance) < (linewidth/2.0 + antialias) ) {\\n frag_color = vec4(fg_color.rgb, fg_color.a * alpha);\\n } else {\\n discard;\\n }\\n }\\n return frag_color;\\n}\\n\\nvoid main()\\n{\\n vec2 P = gl_PointCoord.xy - vec2(0.5, 0.5);\\n P = vec2(v_rotation.x*P.x - v_rotation.y*P.y,\\n v_rotation.y*P.x + v_rotation.x*P.y);\\n float point_size = SQRT_2*v_size + 2.0 * (v_linewidth + 1.5*u_antialias);\\n float distance = marker(P*point_size, v_size);\\n gl_FragColor = outline(distance, v_linewidth, u_antialias, v_fg_color, v_bg_color);\\n //gl_FragColor.rgb *= gl_FragColor.a; // pre-multiply alpha\\n}\\n\"},s.circle=\"\\nfloat marker(vec2 P, float size)\\n{\\n return length(P) - size/2.0;\\n}\\n\",s.square=\"\\nfloat marker(vec2 P, float size)\\n{\\n return max(abs(P.x), abs(P.y)) - size/2.0;\\n}\\n\",s.diamond=\"\\nfloat marker(vec2 P, float size)\\n{\\n float x = SQRT_2 / 2.0 * (P.x * 1.5 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.5 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / (2.0 * SQRT_2);\\n return r1 / SQRT_2;\\n}\\n\",s.hex=\"\\nfloat marker(vec2 P, float size)\\n{\\n vec2 q = abs(P);\\n return max(q.y * 0.57735 + q.x - 1.0 * size/2.0, q.y - 0.866 * size/2.0);\\n}\\n\",s.triangle=\"\\nfloat marker(vec2 P, float size)\\n{\\n P.y -= size * 0.3;\\n float x = SQRT_2 / 2.0 * (P.x * 1.7 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.7 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / 1.6;\\n float r2 = P.y;\\n return max(r1 / SQRT_2, r2); // Intersect diamond with rectangle\\n}\\n\",s.invertedtriangle=\"\\nfloat marker(vec2 P, float size)\\n{\\n P.y += size * 0.3;\\n float x = SQRT_2 / 2.0 * (P.x * 1.7 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.7 + P.y);\\n float r1 = max(abs(x), abs(y)) - size / 1.6;\\n float r2 = - P.y;\\n return max(r1 / SQRT_2, r2); // Intersect diamond with rectangle\\n}\\n\",s.cross='\\nfloat marker(vec2 P, float size)\\n{\\n float square = max(abs(P.x), abs(P.y)) - size / 2.5; // 2.5 is a tweak\\n float cross = min(abs(P.x), abs(P.y)) - size / 100.0; // bit of \"width\" for aa\\n return max(square, cross);\\n}\\n',s.circlecross=\"\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float circle = length(P) - size/2.0;\\n float c1 = max(circle, s1);\\n float c2 = max(circle, s2);\\n float c3 = max(circle, s3);\\n float c4 = max(circle, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n\",s.squarecross=\"\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float square = max(abs(P.x), abs(P.y)) - size/2.0;\\n float c1 = max(square, s1);\\n float c2 = max(square, s2);\\n float c3 = max(square, s3);\\n float c4 = max(square, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n\",s.diamondcross=\"\\nfloat marker(vec2 P, float size)\\n{\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(P.x - qs), abs(P.y - qs)) - qs;\\n float s2 = max(abs(P.x + qs), abs(P.y - qs)) - qs;\\n float s3 = max(abs(P.x - qs), abs(P.y + qs)) - qs;\\n float s4 = max(abs(P.x + qs), abs(P.y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float x = SQRT_2 / 2.0 * (P.x * 1.5 - P.y);\\n float y = SQRT_2 / 2.0 * (P.x * 1.5 + P.y);\\n float diamond = max(abs(x), abs(y)) - size / (2.0 * SQRT_2);\\n diamond /= SQRT_2;\\n float c1 = max(diamond, s1);\\n float c2 = max(diamond, s2);\\n float c3 = max(diamond, s3);\\n float c4 = max(diamond, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n\",s.x='\\nfloat marker(vec2 P, float size)\\n{\\n float circle = length(P) - size / 1.6;\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n return max(circle, X);\\n}\\n',s.circlex='\\nfloat marker(vec2 P, float size)\\n{\\n float x = P.x - P.y;\\n float y = P.x + P.y;\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(x - qs), abs(y - qs)) - qs;\\n float s2 = max(abs(x + qs), abs(y - qs)) - qs;\\n float s3 = max(abs(x - qs), abs(y + qs)) - qs;\\n float s4 = max(abs(x + qs), abs(y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float circle = length(P) - size/2.0;\\n float c1 = max(circle, s1);\\n float c2 = max(circle, s2);\\n float c3 = max(circle, s3);\\n float c4 = max(circle, s4);\\n // Union\\n float almost = min(min(min(c1, c2), c3), c4);\\n // In this case, the X is also outside of the main shape\\n float Xmask = length(P) - size / 1.6; // a circle\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n return min(max(X, Xmask), almost);\\n}\\n',s.squarex=\"\\nfloat marker(vec2 P, float size)\\n{\\n float x = P.x - P.y;\\n float y = P.x + P.y;\\n // Define quadrants\\n float qs = size / 2.0; // quadrant size\\n float s1 = max(abs(x - qs), abs(y - qs)) - qs;\\n float s2 = max(abs(x + qs), abs(y - qs)) - qs;\\n float s3 = max(abs(x - qs), abs(y + qs)) - qs;\\n float s4 = max(abs(x + qs), abs(y + qs)) - qs;\\n // Intersect main shape with quadrants (to form cross)\\n float square = max(abs(P.x), abs(P.y)) - size/2.0;\\n float c1 = max(square, s1);\\n float c2 = max(square, s2);\\n float c3 = max(square, s3);\\n float c4 = max(square, s4);\\n // Union\\n return min(min(min(c1, c2), c3), c4);\\n}\\n\",s.asterisk='\\nfloat marker(vec2 P, float size)\\n{\\n // Masks\\n float diamond = max(abs(SQRT_2 / 2.0 * (P.x - P.y)), abs(SQRT_2 / 2.0 * (P.x + P.y))) - size / (2.0 * SQRT_2);\\n float square = max(abs(P.x), abs(P.y)) - size / (2.0 * SQRT_2);\\n // Shapes\\n float X = min(abs(P.x - P.y), abs(P.x + P.y)) - size / 100.0; // bit of \"width\" for aa\\n float cross = min(abs(P.x), abs(P.y)) - size / 100.0; // bit of \"width\" for aa\\n // Result is union of masked shapes\\n return min(max(X, diamond), max(cross, square));\\n}\\n'},\n }, 453, {\"models/glyphs/webgl/main\":453,\"models/glyphs/webgl/index\":454,\"models/glyphs/webgl/line\":455,\"models/glyphs/webgl/base\":457,\"models/glyphs/webgl/line.vert\":458,\"models/glyphs/webgl/line.frag\":459,\"models/glyphs/webgl/markers\":460,\"models/glyphs/webgl/markers.vert\":461,\"models/glyphs/webgl/markers.frag\":462}, {});\n })\n\n //# sourceMappingURL=bokeh-gl.min.js.map\n\n /* END bokeh-gl.min.js */\n },\n \n function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\n function(Bokeh) {\n \n \n }\n ];\n\n function run_inline_js() {\n \n if (root.Bokeh !== undefined || force === true) {\n \n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n var cell = $(document.getElementById(null)).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));"
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" style='height:25px; border-radius:12px; display: inline-block; float: left; vertical-align: middle'></img>\n",
"\n",
"\n",
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" style='height:15px; border-radius:12px; display: inline-block; float: left'></img>\n",
" \n",
"\n",
"\n",
"\n",
"\n",
"</div>\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/javascript": [
"function HoloViewsWidget() {\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.init_slider = function(init_val){\n",
" if(this.load_json) {\n",
" this.from_json()\n",
" } else {\n",
" this.update_cache();\n",
" }\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.populate_cache = function(idx){\n",
" this.cache[idx].innerHTML = this.frames[idx];\n",
" if (this.embed) {\n",
" delete this.frames[idx];\n",
" }\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.process_error = function(msg){\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.from_json = function() {\n",
" var data_url = this.json_path + this.id + '.json';\n",
" $.getJSON(data_url, $.proxy(function(json_data) {\n",
" this.frames = json_data;\n",
" this.update_cache();\n",
" this.update(0);\n",
" }, this));\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.dynamic_update = function(current){\n",
" if (current === undefined) {\n",
" return\n",
" }\n",
" this.current = current;\n",
" if (this.comm) {\n",
" var msg = {comm_id: this.id+'_client', content: current}\n",
" this.comm.send(msg);\n",
" }\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.update_cache = function(force){\n",
" var frame_len = Object.keys(this.frames).length;\n",
" for (var i=0; i<frame_len; i++) {\n",
" if(!this.load_json || this.dynamic) {\n",
" var frame = Object.keys(this.frames)[i];\n",
" } else {\n",
" var frame = i;\n",
" }\n",
" if(!(frame in this.cache) || force) {\n",
" if ((frame in this.cache) && force) { this.cache[frame].remove() }\n",
" var div = document.createElement(\"div\");\n",
" var parent = document.getElementById(\"_anim_img\"+this.id);\n",
" div.style.display = \"none\";\n",
" parent.appendChild(div)\n",
" this.cache[frame] = div;\n",
" var cache_id = \"_anim_img\"+this.id+\"_\"+frame;\n",
" this.populate_cache(frame);\n",
" }\n",
" }\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.update = function(current){\n",
" if(current in this.cache) {\n",
" for (var index in this.cache) {\n",
" this.cache[index].style.display = \"none\";\n",
" }\n",
" this.cache[current].style.display = \"\";\n",
" this.wait = false;\n",
" }\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.init_comms = function() {\n",
" var that = this\n",
" HoloViews.comm_manager.register_target(this.plot_id, this.id, function (msg) { that.msg_handler(msg) })\n",
" if (!this.cached || this.dynamic) {\n",
" function ack_callback(msg) {\n",
" var msg = msg.metadata;\n",
" var comm_id = msg.comm_id;\n",
" var comm_status = HoloViews.comm_status[comm_id];\n",
" if (that.queue.length > 0) {\n",
" that.time = Date.now();\n",
" that.dynamic_update(that.queue[that.queue.length-1]);\n",
" that.queue = [];\n",
" } else {\n",
" that.wait = false;\n",
" }\n",
" if ((msg.msg_type == \"Ready\") && msg.content) {\n",
" console.log(\"Python callback returned following output:\", msg.content);\n",
" } else if (msg.msg_type == \"Error\") {\n",
" console.log(\"Python failed with the following traceback:\", msg.traceback)\n",
" }\n",
" }\n",
" var comm = HoloViews.comm_manager.get_client_comm(this.plot_id, this.id+'_client', ack_callback);\n",
" return comm\n",
" }\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.msg_handler = function(msg) {\n",
" var metadata = msg.metadata;\n",
" if ((metadata.msg_type == \"Ready\")) {\n",
" if (metadata.content) {\n",
" console.log(\"Python callback returned following output:\", metadata.content);\n",
" }\n",
"\treturn;\n",
" } else if (metadata.msg_type == \"Error\") {\n",
" console.log(\"Python failed with the following traceback:\", metadata.traceback)\n",
" return\n",
" }\n",
" this.process_msg(msg)\n",
"}\n",
"\n",
"HoloViewsWidget.prototype.process_msg = function(msg) {\n",
"}\n",
"\n",
"function SelectionWidget(frames, id, slider_ids, keyMap, dim_vals, notFound, load_json, mode, cached, json_path, dynamic, plot_id){\n",
" this.frames = frames;\n",
" this.id = id;\n",
" this.plot_id = plot_id;\n",
" this.slider_ids = slider_ids;\n",
" this.keyMap = keyMap\n",
" this.current_frame = 0;\n",
" this.current_vals = dim_vals;\n",
" this.load_json = load_json;\n",
" this.mode = mode;\n",
" this.notFound = notFound;\n",
" this.cached = cached;\n",
" this.dynamic = dynamic;\n",
" this.cache = {};\n",
" this.json_path = json_path;\n",
" this.init_slider(this.current_vals[0]);\n",
" this.queue = [];\n",
" this.wait = false;\n",
" if (!this.cached || this.dynamic) {\n",
" this.comm = this.init_comms();\n",
" }\n",
"}\n",
"\n",
"SelectionWidget.prototype = new HoloViewsWidget;\n",
"\n",
"\n",
"SelectionWidget.prototype.get_key = function(current_vals) {\n",
" var key = \"(\";\n",
" for (var i=0; i<this.slider_ids.length; i++)\n",
" {\n",
" var val = this.current_vals[i];\n",
" if (!(typeof val === 'string')) {\n",
" if (val % 1 === 0) { val = val.toFixed(1); }\n",
" else { val = val.toFixed(10); val = val.slice(0, val.length-1);}\n",
" }\n",
" key += \"'\" + val + \"'\";\n",
" if(i != this.slider_ids.length-1) { key += ', ';}\n",
" else if(this.slider_ids.length == 1) { key += ',';}\n",
" }\n",
" key += \")\";\n",
" return this.keyMap[key];\n",
"}\n",
"\n",
"SelectionWidget.prototype.set_frame = function(dim_val, dim_idx){\n",
" this.current_vals[dim_idx] = dim_val;\n",
" var key = this.current_vals;\n",
" if (!this.dynamic) {\n",
" key = this.get_key(key)\n",
" }\n",
" if (this.dynamic || !this.cached) {\n",
" if ((this.time !== undefined) && ((this.wait) && ((this.time + 10000) > Date.now()))) {\n",
" this.queue.push(key);\n",
" return\n",
" }\n",
" this.queue = [];\n",
" this.time = Date.now();\n",
" this.current_frame = key;\n",
" this.wait = true;\n",
" this.dynamic_update(key)\n",
" } else if (key !== undefined) {\n",
" this.update(key)\n",
" }\n",
"}\n",
"\n",
"\n",
"/* Define the ScrubberWidget class */\n",
"function ScrubberWidget(frames, num_frames, id, interval, load_json, mode, cached, json_path, dynamic, plot_id){\n",
" this.slider_id = \"_anim_slider\" + id;\n",
" this.loop_select_id = \"_anim_loop_select\" + id;\n",
" this.id = id;\n",
" this.plot_id = plot_id;\n",
" this.interval = interval;\n",
" this.current_frame = 0;\n",
" this.direction = 0;\n",
" this.dynamic = dynamic;\n",
" this.timer = null;\n",
" this.load_json = load_json;\n",
" this.mode = mode;\n",
" this.cached = cached;\n",
" this.frames = frames;\n",
" this.cache = {};\n",
" this.length = num_frames;\n",
" this.json_path = json_path;\n",
" document.getElementById(this.slider_id).max = this.length - 1;\n",
" this.init_slider(0);\n",
" this.wait = false;\n",
" this.queue = [];\n",
" if (!this.cached || this.dynamic) {\n",
" this.comm = this.init_comms()\n",
" }\n",
"}\n",
"\n",
"ScrubberWidget.prototype = new HoloViewsWidget;\n",
"\n",
"ScrubberWidget.prototype.set_frame = function(frame){\n",
" this.current_frame = frame;\n",
" var widget = document.getElementById(this.slider_id);\n",
" if (widget === null) {\n",
" this.pause_animation();\n",
" return\n",
" }\n",
" widget.value = this.current_frame;\n",
" if (this.dynamic || !this.cached) {\n",
" if ((this.time !== undefined) && ((this.wait) && ((this.time + 10000) > Date.now()))) {\n",
" this.queue.push(frame);\n",
" return\n",
" }\n",
" this.queue = [];\n",
" this.time = Date.now();\n",
" this.wait = true;\n",
" this.dynamic_update(frame)\n",
" } else {\n",
" this.update(frame)\n",
" }\n",
"}\n",
"\n",
"ScrubberWidget.prototype.get_loop_state = function(){\n",
" var button_group = document[this.loop_select_id].state;\n",
" for (var i = 0; i < button_group.length; i++) {\n",
" var button = button_group[i];\n",
" if (button.checked) {\n",
" return button.value;\n",
" }\n",
" }\n",
" return undefined;\n",
"}\n",
"\n",
"\n",
"ScrubberWidget.prototype.next_frame = function() {\n",
" this.set_frame(Math.min(this.length - 1, this.current_frame + 1));\n",
"}\n",
"\n",
"ScrubberWidget.prototype.previous_frame = function() {\n",
" this.set_frame(Math.max(0, this.current_frame - 1));\n",
"}\n",
"\n",
"ScrubberWidget.prototype.first_frame = function() {\n",
" this.set_frame(0);\n",
"}\n",
"\n",
"ScrubberWidget.prototype.last_frame = function() {\n",
" this.set_frame(this.length - 1);\n",
"}\n",
"\n",
"ScrubberWidget.prototype.slower = function() {\n",
" this.interval /= 0.7;\n",
" if(this.direction > 0){this.play_animation();}\n",
" else if(this.direction < 0){this.reverse_animation();}\n",
"}\n",
"\n",
"ScrubberWidget.prototype.faster = function() {\n",
" this.interval *= 0.7;\n",
" if(this.direction > 0){this.play_animation();}\n",
" else if(this.direction < 0){this.reverse_animation();}\n",
"}\n",
"\n",
"ScrubberWidget.prototype.anim_step_forward = function() {\n",
" if(this.current_frame < this.length - 1){\n",
" this.next_frame();\n",
" }else{\n",
" var loop_state = this.get_loop_state();\n",
" if(loop_state == \"loop\"){\n",
" this.first_frame();\n",
" }else if(loop_state == \"reflect\"){\n",
" this.last_frame();\n",
" this.reverse_animation();\n",
" }else{\n",
" this.pause_animation();\n",
" this.last_frame();\n",
" }\n",
" }\n",
"}\n",
"\n",
"ScrubberWidget.prototype.anim_step_reverse = function() {\n",
" if(this.current_frame > 0){\n",
" this.previous_frame();\n",
" } else {\n",
" var loop_state = this.get_loop_state();\n",
" if(loop_state == \"loop\"){\n",
" this.last_frame();\n",
" }else if(loop_state == \"reflect\"){\n",
" this.first_frame();\n",
" this.play_animation();\n",
" }else{\n",
" this.pause_animation();\n",
" this.first_frame();\n",
" }\n",
" }\n",
"}\n",
"\n",
"ScrubberWidget.prototype.pause_animation = function() {\n",
" this.direction = 0;\n",
" if (this.timer){\n",
" clearInterval(this.timer);\n",
" this.timer = null;\n",
" }\n",
"}\n",
"\n",
"ScrubberWidget.prototype.play_animation = function() {\n",
" this.pause_animation();\n",
" this.direction = 1;\n",
" var t = this;\n",
" if (!this.timer) this.timer = setInterval(function(){t.anim_step_forward();}, this.interval);\n",
"}\n",
"\n",
"ScrubberWidget.prototype.reverse_animation = function() {\n",
" this.pause_animation();\n",
" this.direction = -1;\n",
" var t = this;\n",
" if (!this.timer) this.timer = setInterval(function(){t.anim_step_reverse();}, this.interval);\n",
"}\n",
"\n",
"function extend(destination, source) {\n",
" for (var k in source) {\n",
" if (source.hasOwnProperty(k)) {\n",
" destination[k] = source[k];\n",
" }\n",
" }\n",
" return destination;\n",
"}\n",
"\n",
"function update_widget(widget, values) {\n",
" if (widget.hasClass(\"ui-slider\")) {\n",
" widget.slider('option', {\n",
" min: 0,\n",
" max: values.length-1,\n",
" dim_vals: values,\n",
" value: 0,\n",
" dim_labels: values\n",
" })\n",
" widget.slider('option', 'slide').call(widget, event, {value: 0})\n",
" } else {\n",
" widget.empty();\n",
" for (var i=0; i<values.length; i++){\n",
" widget.append($(\"<option>\", {\n",
" value: i,\n",
" text: values[i]\n",
" }))\n",
" };\n",
" widget.data('values', values);\n",
" widget.data('value', 0);\n",
" widget.trigger(\"change\");\n",
" };\n",
"}\n",
"\n",
"function init_slider(id, plot_id, dim, values, next_vals, labels, dynamic, step, value, next_dim,\n",
" dim_idx, delay, jQueryUI_CDN, UNDERSCORE_CDN) {\n",
" // Slider JS Block START\n",
" function loadcssfile(filename){\n",
" var fileref=document.createElement(\"link\")\n",
" fileref.setAttribute(\"rel\", \"stylesheet\")\n",
" fileref.setAttribute(\"type\", \"text/css\")\n",
" fileref.setAttribute(\"href\", filename)\n",
" document.getElementsByTagName(\"head\")[0].appendChild(fileref)\n",
" }\n",
" loadcssfile(\"https://code.jquery.com/ui/1.10.4/themes/smoothness/jquery-ui.css\");\n",
" /* Check if jQuery and jQueryUI have been loaded\n",
" otherwise load with require.js */\n",
" var jQuery = window.jQuery,\n",
" // check for old versions of jQuery\n",
" oldjQuery = jQuery && !!jQuery.fn.jquery.match(/^1\\.[0-4](\\.|$)/),\n",
" jquery_path = '',\n",
" paths = {},\n",
" noConflict;\n",
" var jQueryUI = jQuery.ui;\n",
" // check for jQuery\n",
" if (!jQuery || oldjQuery) {\n",
" // load if it's not available or doesn't meet min standards\n",
" paths.jQuery = jQuery;\n",
" noConflict = !!oldjQuery;\n",
" } else {\n",
" // register the current jQuery\n",
" define('jquery', [], function() { return jQuery; });\n",
" }\n",
" if (!jQueryUI) {\n",
" paths.jQueryUI = jQueryUI_CDN.slice(null, -3);\n",
" } else {\n",
" define('jQueryUI', [], function() { return jQuery.ui; });\n",
" }\n",
" paths.underscore = UNDERSCORE_CDN.slice(null, -3);\n",
" var jquery_require = {\n",
" paths: paths,\n",
" shim: {\n",
" \"jQueryUI\": {\n",
" exports:\"$\",\n",
" deps: ['jquery']\n",
" },\n",
" \"underscore\": {\n",
" exports: '_'\n",
" }\n",
" }\n",
" }\n",
" require.config(jquery_require);\n",
" require([\"jQueryUI\", \"underscore\"], function(jUI, _){\n",
" if (noConflict) $.noConflict(true);\n",
" var vals = values;\n",
" if (dynamic && vals.constructor === Array) {\n",
" var default_value = parseFloat(value);\n",
" var min = parseFloat(vals[0]);\n",
" var max = parseFloat(vals[vals.length-1]);\n",
" var wstep = step;\n",
" var wlabels = [default_value];\n",
" var init_label = default_value;\n",
" } else {\n",
" var min = 0;\n",
" if (dynamic) {\n",
" var max = Object.keys(vals).length - 1;\n",
" var init_label = labels[value];\n",
" var default_value = values[value];\n",
" } else {\n",
" var max = vals.length - 1;\n",
" var init_label = labels[value];\n",
" var default_value = value;\n",
" }\n",
" var wstep = 1;\n",
" var wlabels = labels;\n",
" }\n",
" function adjustFontSize(text) {\n",
" var width_ratio = (text.parent().width()/8)/text.val().length;\n",
" var size = Math.min(0.9, Math.max(0.6, width_ratio))+'em';\n",
" text.css('font-size', size);\n",
" }\n",
" var slider = $('#_anim_widget'+id+'_'+dim);\n",
" slider.slider({\n",
" animate: \"fast\",\n",
" min: min,\n",
" max: max,\n",
" step: wstep,\n",
" value: default_value,\n",
" dim_vals: vals,\n",
" dim_labels: wlabels,\n",
" next_vals: next_vals,\n",
" slide: function(event, ui) {\n",
" var vals = slider.slider(\"option\", \"dim_vals\");\n",
" var next_vals = slider.slider(\"option\", \"next_vals\");\n",
" var dlabels = slider.slider(\"option\", \"dim_labels\");\n",
" if (dynamic) {\n",
" var dim_val = ui.value;\n",
" if (vals.constructor === Array) {\n",
" var label = ui.value;\n",
" } else {\n",
" var label = dlabels[ui.value];\n",
" }\n",
" } else {\n",
" var dim_val = vals[ui.value];\n",
" var label = dlabels[ui.value];\n",
" }\n",
" var text = $('#textInput'+id+'_'+dim);\n",
" text.val(label);\n",
" adjustFontSize(text);\n",
" HoloViews.index[plot_id].set_frame(dim_val, dim_idx);\n",
" if (Object.keys(next_vals).length > 0) {\n",
" var new_vals = next_vals[dim_val];\n",
" var next_widget = $('#_anim_widget'+id+'_'+next_dim);\n",
" update_widget(next_widget, new_vals);\n",
" }\n",
" }\n",
" });\n",
" slider.keypress(function(event) {\n",
" if (event.which == 80 || event.which == 112) {\n",
" var start = slider.slider(\"option\", \"value\");\n",
" var stop = slider.slider(\"option\", \"max\");\n",
" for (var i=start; i<=stop; i++) {\n",
" var delay = i*delay;\n",
" $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {\n",
" var val = {value:i};\n",
" slider.slider('value',i);\n",
" slider.slider(\"option\", \"slide\")(null, val);\n",
" }, slider), delay);}, slider)(i);\n",
" }\n",
" }\n",
" if (event.which == 82 || event.which == 114) {\n",
" var start = slider.slider(\"option\", \"value\");\n",
" var stop = slider.slider(\"option\", \"min\");\n",
" var count = 0;\n",
" for (var i=start; i>=stop; i--) {\n",
" var delay = count*delay;\n",
" count = count + 1;\n",
" $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {\n",
" var val = {value:i};\n",
" slider.slider('value',i);\n",
" slider.slider(\"option\", \"slide\")(null, val);\n",
" }, slider), delay);}, slider)(i);\n",
" }\n",
" }\n",
" });\n",
" var textInput = $('#textInput'+id+'_'+dim)\n",
" textInput.val(init_label);\n",
" adjustFontSize(textInput);\n",
" });\n",
"}\n",
"\n",
"function init_dropdown(id, plot_id, dim, vals, value, next_vals, labels, next_dim, dim_idx, dynamic) {\n",
" var widget = $(\"#_anim_widget\"+id+'_'+dim);\n",
" widget.data('values', vals)\n",
" for (var i=0; i<vals.length; i++){\n",
" if (dynamic) {\n",
" var val = vals[i];\n",
" } else {\n",
" var val = i;\n",
" }\n",
" widget.append($(\"<option>\", {\n",
" value: val,\n",
" text: labels[i]\n",
" }));\n",
" };\n",
" widget.data(\"next_vals\", next_vals);\n",
" widget.val(value);\n",
" widget.on('change', function(event, ui) {\n",
" if (dynamic) {\n",
" var dim_val = parseInt(this.value);\n",
" } else {\n",
" var dim_val = $.data(this, 'values')[this.value];\n",
" }\n",
" var next_vals = $.data(this, \"next_vals\");\n",
" if (Object.keys(next_vals).length > 0) {\n",
" var new_vals = next_vals[dim_val];\n",
" var next_widget = $('#_anim_widget'+id+'_'+next_dim);\n",
" update_widget(next_widget, new_vals);\n",
" }\n",
" var widgets = HoloViews.index[plot_id]\n",
" if (widgets) {\n",
" widgets.set_frame(dim_val, dim_idx);\n",
" }\n",
" });\n",
"}\n",
"\n",
"\n",
"if (window.HoloViews === undefined) {\n",
" window.HoloViews = {}\n",
" window.PyViz = window.HoloViews\n",
"} else if (window.PyViz === undefined) {\n",
" window.PyViz = window.HoloViews\n",
"}\n",
"\n",
"\n",
"var _namespace = {\n",
" init_slider: init_slider,\n",
" init_dropdown: init_dropdown,\n",
" comms: {},\n",
" comm_status: {},\n",
" index: {},\n",
" plot_index: {},\n",
" kernels: {},\n",
" receivers: {}\n",
"}\n",
"\n",
"for (var k in _namespace) {\n",
" if (!(k in window.HoloViews)) {\n",
" window.HoloViews[k] = _namespace[k];\n",
" }\n",
"}\n",
"\n",
"// Define Bokeh specific subclasses\n",
"function BokehSelectionWidget() {\n",
" SelectionWidget.apply(this, arguments);\n",
"}\n",
"\n",
"function BokehScrubberWidget() {\n",
" ScrubberWidget.apply(this, arguments);\n",
"}\n",
"\n",
"// Let them inherit from the baseclasses\n",
"BokehSelectionWidget.prototype = Object.create(SelectionWidget.prototype);\n",
"BokehScrubberWidget.prototype = Object.create(ScrubberWidget.prototype);\n",
"\n",
"// Define methods to override on widgets\n",
"var BokehMethods = {\n",
" update_cache : function(){\n",
" for (var index in this.frames) {\n",
" this.frames[index] = JSON.parse(this.frames[index]);\n",
" }\n",
" },\n",
" update : function(current){\n",
" if (current === undefined) {\n",
" return;\n",
" }\n",
" var data = this.frames[current];\n",
" if (data !== undefined) {\n",
" if (data.root in HoloViews.plot_index) {\n",
" var doc = HoloViews.plot_index[data.root].model.document;\n",
" } else {\n",
" var doc = Bokeh.index[data.root].model.document;\n",
" }\n",
" doc.apply_json_patch(data.content);\n",
" }\n",
" },\n",
" init_comms: function() {\n",
" if (Bokeh.protocol !== undefined) {\n",
" this.receiver = new Bokeh.protocol.Receiver()\n",
" } else {\n",
" this.receiver = null;\n",
" }\n",
" return HoloViewsWidget.prototype.init_comms.call(this);\n",
" },\n",
" process_msg : function(msg) {\n",
" if (this.plot_id in HoloViews.plot_index) {\n",
" var doc = HoloViews.plot_index[this.plot_id].model.document;\n",
" } else {\n",
" var doc = Bokeh.index[this.plot_id].model.document;\n",
" }\n",
" if (this.receiver === null) { return }\n",
" var receiver = this.receiver;\n",
" if (msg.buffers.length > 0) {\n",
" receiver.consume(msg.buffers[0].buffer)\n",
" } else {\n",
" receiver.consume(msg.content.data)\n",
" }\n",
" const comm_msg = receiver.message;\n",
" if ((comm_msg != null) && (doc != null)) {\n",
" doc.apply_json_patch(comm_msg.content, comm_msg.buffers)\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Extend Bokeh widgets with backend specific methods\n",
"extend(BokehSelectionWidget.prototype, BokehMethods);\n",
"extend(BokehScrubberWidget.prototype, BokehMethods);\n",
"\n",
"window.HoloViews.BokehSelectionWidget = BokehSelectionWidget\n",
"window.HoloViews.BokehScrubberWidget = BokehScrubberWidget\n",
"\n",
" function JupyterCommManager() {\n",
" }\n",
"\n",
" JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
" if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
" var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
" comm_manager.register_target(comm_id, function(comm) {\n",
" comm.on_msg(msg_handler);\n",
" });\n",
" } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
" window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n",
" comm.onMsg = msg_handler;\n",
" });\n",
" }\n",
" }\n",
"\n",
" JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n",
" if (comm_id in window.PyViz.comms) {\n",
" return window.PyViz.comms[comm_id];\n",
" } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n",
" var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
" var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n",
" if (msg_handler) {\n",
" comm.on_msg(msg_handler);\n",
" }\n",
" } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
" var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
" comm.open();\n",
" if (msg_handler) {\n",
" comm.onMsg = msg_handler;\n",
" }\n",
" }\n",
"\n",
" window.PyViz.comms[comm_id] = comm;\n",
" return comm;\n",
" }\n",
"\n",
" window.PyViz.comm_manager = new JupyterCommManager();\n",
" \n",
"\n",
"var JS_MIME_TYPE = 'application/javascript';\n",
"var HTML_MIME_TYPE = 'text/html';\n",
"var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
"var CLASS_NAME = 'output';\n",
"\n",
"/**\n",
" * Render data to the DOM node\n",
" */\n",
"function render(props, node) {\n",
" var div = document.createElement(\"div\");\n",
" var script = document.createElement(\"script\");\n",
" node.appendChild(div);\n",
" node.appendChild(script);\n",
"}\n",
"\n",
"/**\n",
" * Handle when a new output is added\n",
" */\n",
"function handle_add_output(event, handle) {\n",
" var output_area = handle.output_area;\n",
" var output = handle.output;\n",
" if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
" return\n",
" }\n",
" var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
" var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
" if (id !== undefined) {\n",
" var nchildren = toinsert.length;\n",
" var html_node = toinsert[nchildren-1].children[0];\n",
" html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
" var scripts = [];\n",
" var nodelist = html_node.querySelectorAll(\"script\");\n",
" for (var i in nodelist) {\n",
" if (nodelist.hasOwnProperty(i)) {\n",
" scripts.push(nodelist[i])\n",
" }\n",
" }\n",
"\n",
" scripts.forEach( function (oldScript) {\n",
" var newScript = document.createElement(\"script\");\n",
" var attrs = [];\n",
" var nodemap = oldScript.attributes;\n",
" for (var j in nodemap) {\n",
" if (nodemap.hasOwnProperty(j)) {\n",
" attrs.push(nodemap[j])\n",
" }\n",
" }\n",
" attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
" newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
" oldScript.parentNode.replaceChild(newScript, oldScript);\n",
" });\n",
" if (JS_MIME_TYPE in output.data) {\n",
" toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
" }\n",
" output_area._hv_plot_id = id;\n",
" if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
" window.PyViz.plot_index[id] = Bokeh.index[id];\n",
" } else {\n",
" window.PyViz.plot_index[id] = null;\n",
" }\n",
" } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
" var bk_div = document.createElement(\"div\");\n",
" bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
" var script_attrs = bk_div.children[0].attributes;\n",
" for (var i = 0; i < script_attrs.length; i++) {\n",
" toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
" }\n",
" // store reference to server id on output_area\n",
" output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
" }\n",
"}\n",
"\n",
"/**\n",
" * Handle when an output is cleared or removed\n",
" */\n",
"function handle_clear_output(event, handle) {\n",
" var id = handle.cell.output_area._hv_plot_id;\n",
" var server_id = handle.cell.output_area._bokeh_server_id;\n",
" if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
" var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
" if (server_id !== null) {\n",
" comm.send({event_type: 'server_delete', 'id': server_id});\n",
" return;\n",
" } else if (comm !== null) {\n",
" comm.send({event_type: 'delete', 'id': id});\n",
" }\n",
" delete PyViz.plot_index[id];\n",
" if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
" var doc = window.Bokeh.index[id].model.document\n",
" doc.clear();\n",
" const i = window.Bokeh.documents.indexOf(doc);\n",
" if (i > -1) {\n",
" window.Bokeh.documents.splice(i, 1);\n",
" }\n",
" }\n",
"}\n",
"\n",
"/**\n",
" * Handle kernel restart event\n",
" */\n",
"function handle_kernel_cleanup(event, handle) {\n",
" delete PyViz.comms[\"hv-extension-comm\"];\n",
" window.PyViz.plot_index = {}\n",
"}\n",
"\n",
"/**\n",
" * Handle update_display_data messages\n",
" */\n",
"function handle_update_output(event, handle) {\n",
" handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
" handle_add_output(event, handle)\n",
"}\n",
"\n",
"function register_renderer(events, OutputArea) {\n",
" function append_mime(data, metadata, element) {\n",
" // create a DOM node to render to\n",
" var toinsert = this.create_output_subarea(\n",
" metadata,\n",
" CLASS_NAME,\n",
" EXEC_MIME_TYPE\n",
" );\n",
" this.keyboard_manager.register_events(toinsert);\n",
" // Render to node\n",
" var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
" render(props, toinsert[0]);\n",
" element.append(toinsert);\n",
" return toinsert\n",
" }\n",
"\n",
" events.on('output_added.OutputArea', handle_add_output);\n",
" events.on('output_updated.OutputArea', handle_update_output);\n",
" events.on('clear_output.CodeCell', handle_clear_output);\n",
" events.on('delete.Cell', handle_clear_output);\n",
" events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
"\n",
" OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
" safe: true,\n",
" index: 0\n",
" });\n",
"}\n",
"\n",
"if (window.Jupyter !== undefined) {\n",
" try {\n",
" var events = require('base/js/events');\n",
" var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
" if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
" register_renderer(events, OutputArea);\n",
" }\n",
" } catch(err) {\n",
" }\n",
"}\n"
],
"application/vnd.holoviews_load.v0+json": "function HoloViewsWidget() {\n}\n\nHoloViewsWidget.prototype.init_slider = function(init_val){\n if(this.load_json) {\n this.from_json()\n } else {\n this.update_cache();\n }\n}\n\nHoloViewsWidget.prototype.populate_cache = function(idx){\n this.cache[idx].innerHTML = this.frames[idx];\n if (this.embed) {\n delete this.frames[idx];\n }\n}\n\nHoloViewsWidget.prototype.process_error = function(msg){\n}\n\nHoloViewsWidget.prototype.from_json = function() {\n var data_url = this.json_path + this.id + '.json';\n $.getJSON(data_url, $.proxy(function(json_data) {\n this.frames = json_data;\n this.update_cache();\n this.update(0);\n }, this));\n}\n\nHoloViewsWidget.prototype.dynamic_update = function(current){\n if (current === undefined) {\n return\n }\n this.current = current;\n if (this.comm) {\n var msg = {comm_id: this.id+'_client', content: current}\n this.comm.send(msg);\n }\n}\n\nHoloViewsWidget.prototype.update_cache = function(force){\n var frame_len = Object.keys(this.frames).length;\n for (var i=0; i<frame_len; i++) {\n if(!this.load_json || this.dynamic) {\n var frame = Object.keys(this.frames)[i];\n } else {\n var frame = i;\n }\n if(!(frame in this.cache) || force) {\n if ((frame in this.cache) && force) { this.cache[frame].remove() }\n var div = document.createElement(\"div\");\n var parent = document.getElementById(\"_anim_img\"+this.id);\n div.style.display = \"none\";\n parent.appendChild(div)\n this.cache[frame] = div;\n var cache_id = \"_anim_img\"+this.id+\"_\"+frame;\n this.populate_cache(frame);\n }\n }\n}\n\nHoloViewsWidget.prototype.update = function(current){\n if(current in this.cache) {\n for (var index in this.cache) {\n this.cache[index].style.display = \"none\";\n }\n this.cache[current].style.display = \"\";\n this.wait = false;\n }\n}\n\nHoloViewsWidget.prototype.init_comms = function() {\n var that = this\n HoloViews.comm_manager.register_target(this.plot_id, this.id, function (msg) { that.msg_handler(msg) })\n if (!this.cached || this.dynamic) {\n function ack_callback(msg) {\n var msg = msg.metadata;\n var comm_id = msg.comm_id;\n var comm_status = HoloViews.comm_status[comm_id];\n if (that.queue.length > 0) {\n that.time = Date.now();\n that.dynamic_update(that.queue[that.queue.length-1]);\n that.queue = [];\n } else {\n that.wait = false;\n }\n if ((msg.msg_type == \"Ready\") && msg.content) {\n console.log(\"Python callback returned following output:\", msg.content);\n } else if (msg.msg_type == \"Error\") {\n console.log(\"Python failed with the following traceback:\", msg.traceback)\n }\n }\n var comm = HoloViews.comm_manager.get_client_comm(this.plot_id, this.id+'_client', ack_callback);\n return comm\n }\n}\n\nHoloViewsWidget.prototype.msg_handler = function(msg) {\n var metadata = msg.metadata;\n if ((metadata.msg_type == \"Ready\")) {\n if (metadata.content) {\n console.log(\"Python callback returned following output:\", metadata.content);\n }\n\treturn;\n } else if (metadata.msg_type == \"Error\") {\n console.log(\"Python failed with the following traceback:\", metadata.traceback)\n return\n }\n this.process_msg(msg)\n}\n\nHoloViewsWidget.prototype.process_msg = function(msg) {\n}\n\nfunction SelectionWidget(frames, id, slider_ids, keyMap, dim_vals, notFound, load_json, mode, cached, json_path, dynamic, plot_id){\n this.frames = frames;\n this.id = id;\n this.plot_id = plot_id;\n this.slider_ids = slider_ids;\n this.keyMap = keyMap\n this.current_frame = 0;\n this.current_vals = dim_vals;\n this.load_json = load_json;\n this.mode = mode;\n this.notFound = notFound;\n this.cached = cached;\n this.dynamic = dynamic;\n this.cache = {};\n this.json_path = json_path;\n this.init_slider(this.current_vals[0]);\n this.queue = [];\n this.wait = false;\n if (!this.cached || this.dynamic) {\n this.comm = this.init_comms();\n }\n}\n\nSelectionWidget.prototype = new HoloViewsWidget;\n\n\nSelectionWidget.prototype.get_key = function(current_vals) {\n var key = \"(\";\n for (var i=0; i<this.slider_ids.length; i++)\n {\n var val = this.current_vals[i];\n if (!(typeof val === 'string')) {\n if (val % 1 === 0) { val = val.toFixed(1); }\n else { val = val.toFixed(10); val = val.slice(0, val.length-1);}\n }\n key += \"'\" + val + \"'\";\n if(i != this.slider_ids.length-1) { key += ', ';}\n else if(this.slider_ids.length == 1) { key += ',';}\n }\n key += \")\";\n return this.keyMap[key];\n}\n\nSelectionWidget.prototype.set_frame = function(dim_val, dim_idx){\n this.current_vals[dim_idx] = dim_val;\n var key = this.current_vals;\n if (!this.dynamic) {\n key = this.get_key(key)\n }\n if (this.dynamic || !this.cached) {\n if ((this.time !== undefined) && ((this.wait) && ((this.time + 10000) > Date.now()))) {\n this.queue.push(key);\n return\n }\n this.queue = [];\n this.time = Date.now();\n this.current_frame = key;\n this.wait = true;\n this.dynamic_update(key)\n } else if (key !== undefined) {\n this.update(key)\n }\n}\n\n\n/* Define the ScrubberWidget class */\nfunction ScrubberWidget(frames, num_frames, id, interval, load_json, mode, cached, json_path, dynamic, plot_id){\n this.slider_id = \"_anim_slider\" + id;\n this.loop_select_id = \"_anim_loop_select\" + id;\n this.id = id;\n this.plot_id = plot_id;\n this.interval = interval;\n this.current_frame = 0;\n this.direction = 0;\n this.dynamic = dynamic;\n this.timer = null;\n this.load_json = load_json;\n this.mode = mode;\n this.cached = cached;\n this.frames = frames;\n this.cache = {};\n this.length = num_frames;\n this.json_path = json_path;\n document.getElementById(this.slider_id).max = this.length - 1;\n this.init_slider(0);\n this.wait = false;\n this.queue = [];\n if (!this.cached || this.dynamic) {\n this.comm = this.init_comms()\n }\n}\n\nScrubberWidget.prototype = new HoloViewsWidget;\n\nScrubberWidget.prototype.set_frame = function(frame){\n this.current_frame = frame;\n var widget = document.getElementById(this.slider_id);\n if (widget === null) {\n this.pause_animation();\n return\n }\n widget.value = this.current_frame;\n if (this.dynamic || !this.cached) {\n if ((this.time !== undefined) && ((this.wait) && ((this.time + 10000) > Date.now()))) {\n this.queue.push(frame);\n return\n }\n this.queue = [];\n this.time = Date.now();\n this.wait = true;\n this.dynamic_update(frame)\n } else {\n this.update(frame)\n }\n}\n\nScrubberWidget.prototype.get_loop_state = function(){\n var button_group = document[this.loop_select_id].state;\n for (var i = 0; i < button_group.length; i++) {\n var button = button_group[i];\n if (button.checked) {\n return button.value;\n }\n }\n return undefined;\n}\n\n\nScrubberWidget.prototype.next_frame = function() {\n this.set_frame(Math.min(this.length - 1, this.current_frame + 1));\n}\n\nScrubberWidget.prototype.previous_frame = function() {\n this.set_frame(Math.max(0, this.current_frame - 1));\n}\n\nScrubberWidget.prototype.first_frame = function() {\n this.set_frame(0);\n}\n\nScrubberWidget.prototype.last_frame = function() {\n this.set_frame(this.length - 1);\n}\n\nScrubberWidget.prototype.slower = function() {\n this.interval /= 0.7;\n if(this.direction > 0){this.play_animation();}\n else if(this.direction < 0){this.reverse_animation();}\n}\n\nScrubberWidget.prototype.faster = function() {\n this.interval *= 0.7;\n if(this.direction > 0){this.play_animation();}\n else if(this.direction < 0){this.reverse_animation();}\n}\n\nScrubberWidget.prototype.anim_step_forward = function() {\n if(this.current_frame < this.length - 1){\n this.next_frame();\n }else{\n var loop_state = this.get_loop_state();\n if(loop_state == \"loop\"){\n this.first_frame();\n }else if(loop_state == \"reflect\"){\n this.last_frame();\n this.reverse_animation();\n }else{\n this.pause_animation();\n this.last_frame();\n }\n }\n}\n\nScrubberWidget.prototype.anim_step_reverse = function() {\n if(this.current_frame > 0){\n this.previous_frame();\n } else {\n var loop_state = this.get_loop_state();\n if(loop_state == \"loop\"){\n this.last_frame();\n }else if(loop_state == \"reflect\"){\n this.first_frame();\n this.play_animation();\n }else{\n this.pause_animation();\n this.first_frame();\n }\n }\n}\n\nScrubberWidget.prototype.pause_animation = function() {\n this.direction = 0;\n if (this.timer){\n clearInterval(this.timer);\n this.timer = null;\n }\n}\n\nScrubberWidget.prototype.play_animation = function() {\n this.pause_animation();\n this.direction = 1;\n var t = this;\n if (!this.timer) this.timer = setInterval(function(){t.anim_step_forward();}, this.interval);\n}\n\nScrubberWidget.prototype.reverse_animation = function() {\n this.pause_animation();\n this.direction = -1;\n var t = this;\n if (!this.timer) this.timer = setInterval(function(){t.anim_step_reverse();}, this.interval);\n}\n\nfunction extend(destination, source) {\n for (var k in source) {\n if (source.hasOwnProperty(k)) {\n destination[k] = source[k];\n }\n }\n return destination;\n}\n\nfunction update_widget(widget, values) {\n if (widget.hasClass(\"ui-slider\")) {\n widget.slider('option', {\n min: 0,\n max: values.length-1,\n dim_vals: values,\n value: 0,\n dim_labels: values\n })\n widget.slider('option', 'slide').call(widget, event, {value: 0})\n } else {\n widget.empty();\n for (var i=0; i<values.length; i++){\n widget.append($(\"<option>\", {\n value: i,\n text: values[i]\n }))\n };\n widget.data('values', values);\n widget.data('value', 0);\n widget.trigger(\"change\");\n };\n}\n\nfunction init_slider(id, plot_id, dim, values, next_vals, labels, dynamic, step, value, next_dim,\n dim_idx, delay, jQueryUI_CDN, UNDERSCORE_CDN) {\n // Slider JS Block START\n function loadcssfile(filename){\n var fileref=document.createElement(\"link\")\n fileref.setAttribute(\"rel\", \"stylesheet\")\n fileref.setAttribute(\"type\", \"text/css\")\n fileref.setAttribute(\"href\", filename)\n document.getElementsByTagName(\"head\")[0].appendChild(fileref)\n }\n loadcssfile(\"https://code.jquery.com/ui/1.10.4/themes/smoothness/jquery-ui.css\");\n /* Check if jQuery and jQueryUI have been loaded\n otherwise load with require.js */\n var jQuery = window.jQuery,\n // check for old versions of jQuery\n oldjQuery = jQuery && !!jQuery.fn.jquery.match(/^1\\.[0-4](\\.|$)/),\n jquery_path = '',\n paths = {},\n noConflict;\n var jQueryUI = jQuery.ui;\n // check for jQuery\n if (!jQuery || oldjQuery) {\n // load if it's not available or doesn't meet min standards\n paths.jQuery = jQuery;\n noConflict = !!oldjQuery;\n } else {\n // register the current jQuery\n define('jquery', [], function() { return jQuery; });\n }\n if (!jQueryUI) {\n paths.jQueryUI = jQueryUI_CDN.slice(null, -3);\n } else {\n define('jQueryUI', [], function() { return jQuery.ui; });\n }\n paths.underscore = UNDERSCORE_CDN.slice(null, -3);\n var jquery_require = {\n paths: paths,\n shim: {\n \"jQueryUI\": {\n exports:\"$\",\n deps: ['jquery']\n },\n \"underscore\": {\n exports: '_'\n }\n }\n }\n require.config(jquery_require);\n require([\"jQueryUI\", \"underscore\"], function(jUI, _){\n if (noConflict) $.noConflict(true);\n var vals = values;\n if (dynamic && vals.constructor === Array) {\n var default_value = parseFloat(value);\n var min = parseFloat(vals[0]);\n var max = parseFloat(vals[vals.length-1]);\n var wstep = step;\n var wlabels = [default_value];\n var init_label = default_value;\n } else {\n var min = 0;\n if (dynamic) {\n var max = Object.keys(vals).length - 1;\n var init_label = labels[value];\n var default_value = values[value];\n } else {\n var max = vals.length - 1;\n var init_label = labels[value];\n var default_value = value;\n }\n var wstep = 1;\n var wlabels = labels;\n }\n function adjustFontSize(text) {\n var width_ratio = (text.parent().width()/8)/text.val().length;\n var size = Math.min(0.9, Math.max(0.6, width_ratio))+'em';\n text.css('font-size', size);\n }\n var slider = $('#_anim_widget'+id+'_'+dim);\n slider.slider({\n animate: \"fast\",\n min: min,\n max: max,\n step: wstep,\n value: default_value,\n dim_vals: vals,\n dim_labels: wlabels,\n next_vals: next_vals,\n slide: function(event, ui) {\n var vals = slider.slider(\"option\", \"dim_vals\");\n var next_vals = slider.slider(\"option\", \"next_vals\");\n var dlabels = slider.slider(\"option\", \"dim_labels\");\n if (dynamic) {\n var dim_val = ui.value;\n if (vals.constructor === Array) {\n var label = ui.value;\n } else {\n var label = dlabels[ui.value];\n }\n } else {\n var dim_val = vals[ui.value];\n var label = dlabels[ui.value];\n }\n var text = $('#textInput'+id+'_'+dim);\n text.val(label);\n adjustFontSize(text);\n HoloViews.index[plot_id].set_frame(dim_val, dim_idx);\n if (Object.keys(next_vals).length > 0) {\n var new_vals = next_vals[dim_val];\n var next_widget = $('#_anim_widget'+id+'_'+next_dim);\n update_widget(next_widget, new_vals);\n }\n }\n });\n slider.keypress(function(event) {\n if (event.which == 80 || event.which == 112) {\n var start = slider.slider(\"option\", \"value\");\n var stop = slider.slider(\"option\", \"max\");\n for (var i=start; i<=stop; i++) {\n var delay = i*delay;\n $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {\n var val = {value:i};\n slider.slider('value',i);\n slider.slider(\"option\", \"slide\")(null, val);\n }, slider), delay);}, slider)(i);\n }\n }\n if (event.which == 82 || event.which == 114) {\n var start = slider.slider(\"option\", \"value\");\n var stop = slider.slider(\"option\", \"min\");\n var count = 0;\n for (var i=start; i>=stop; i--) {\n var delay = count*delay;\n count = count + 1;\n $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {\n var val = {value:i};\n slider.slider('value',i);\n slider.slider(\"option\", \"slide\")(null, val);\n }, slider), delay);}, slider)(i);\n }\n }\n });\n var textInput = $('#textInput'+id+'_'+dim)\n textInput.val(init_label);\n adjustFontSize(textInput);\n });\n}\n\nfunction init_dropdown(id, plot_id, dim, vals, value, next_vals, labels, next_dim, dim_idx, dynamic) {\n var widget = $(\"#_anim_widget\"+id+'_'+dim);\n widget.data('values', vals)\n for (var i=0; i<vals.length; i++){\n if (dynamic) {\n var val = vals[i];\n } else {\n var val = i;\n }\n widget.append($(\"<option>\", {\n value: val,\n text: labels[i]\n }));\n };\n widget.data(\"next_vals\", next_vals);\n widget.val(value);\n widget.on('change', function(event, ui) {\n if (dynamic) {\n var dim_val = parseInt(this.value);\n } else {\n var dim_val = $.data(this, 'values')[this.value];\n }\n var next_vals = $.data(this, \"next_vals\");\n if (Object.keys(next_vals).length > 0) {\n var new_vals = next_vals[dim_val];\n var next_widget = $('#_anim_widget'+id+'_'+next_dim);\n update_widget(next_widget, new_vals);\n }\n var widgets = HoloViews.index[plot_id]\n if (widgets) {\n widgets.set_frame(dim_val, dim_idx);\n }\n });\n}\n\n\nif (window.HoloViews === undefined) {\n window.HoloViews = {}\n window.PyViz = window.HoloViews\n} else if (window.PyViz === undefined) {\n window.PyViz = window.HoloViews\n}\n\n\nvar _namespace = {\n init_slider: init_slider,\n init_dropdown: init_dropdown,\n comms: {},\n comm_status: {},\n index: {},\n plot_index: {},\n kernels: {},\n receivers: {}\n}\n\nfor (var k in _namespace) {\n if (!(k in window.HoloViews)) {\n window.HoloViews[k] = _namespace[k];\n }\n}\n\n// Define Bokeh specific subclasses\nfunction BokehSelectionWidget() {\n SelectionWidget.apply(this, arguments);\n}\n\nfunction BokehScrubberWidget() {\n ScrubberWidget.apply(this, arguments);\n}\n\n// Let them inherit from the baseclasses\nBokehSelectionWidget.prototype = Object.create(SelectionWidget.prototype);\nBokehScrubberWidget.prototype = Object.create(ScrubberWidget.prototype);\n\n// Define methods to override on widgets\nvar BokehMethods = {\n update_cache : function(){\n for (var index in this.frames) {\n this.frames[index] = JSON.parse(this.frames[index]);\n }\n },\n update : function(current){\n if (current === undefined) {\n return;\n }\n var data = this.frames[current];\n if (data !== undefined) {\n if (data.root in HoloViews.plot_index) {\n var doc = HoloViews.plot_index[data.root].model.document;\n } else {\n var doc = Bokeh.index[data.root].model.document;\n }\n doc.apply_json_patch(data.content);\n }\n },\n init_comms: function() {\n if (Bokeh.protocol !== undefined) {\n this.receiver = new Bokeh.protocol.Receiver()\n } else {\n this.receiver = null;\n }\n return HoloViewsWidget.prototype.init_comms.call(this);\n },\n process_msg : function(msg) {\n if (this.plot_id in HoloViews.plot_index) {\n var doc = HoloViews.plot_index[this.plot_id].model.document;\n } else {\n var doc = Bokeh.index[this.plot_id].model.document;\n }\n if (this.receiver === null) { return }\n var receiver = this.receiver;\n if (msg.buffers.length > 0) {\n receiver.consume(msg.buffers[0].buffer)\n } else {\n receiver.consume(msg.content.data)\n }\n const comm_msg = receiver.message;\n if ((comm_msg != null) && (doc != null)) {\n doc.apply_json_patch(comm_msg.content, comm_msg.buffers)\n }\n }\n}\n\n// Extend Bokeh widgets with backend specific methods\nextend(BokehSelectionWidget.prototype, BokehMethods);\nextend(BokehScrubberWidget.prototype, BokehMethods);\n\nwindow.HoloViews.BokehSelectionWidget = BokehSelectionWidget\nwindow.HoloViews.BokehScrubberWidget = BokehScrubberWidget\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n }\n\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n"
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import pandas as pd\n",
"import holoviews as hv\n",
"from holoviews import opts, dim\n",
"from bokeh.sampledata.les_mis import data\n",
"import numpy as np\n",
"\n",
"hv.extension('bokeh')\n",
"hv.output(size=200)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The ``Chord`` element allows representing the inter-relationships between data points in a graph. The nodes are arranged radially around a circle with the relationships between the data points drawn as arcs (or chords) connecting the nodes. The number of chords is scaled by a weight declared as a value dimension on the ``Chord`` element.\n",
"\n",
"If the weight values are integers, they define the number of chords to be drawn between the source and target nodes directly. If the weights are floating point values, they are normalized to a default of 500 chords, which are divided up among the edges. Any non-zero weight will be assigned at least one chord.\n",
"\n",
"The ``Chord`` element is a type of ``Graph`` element and shares the same constructor. The most basic constructor accepts a columnar dataset of the source and target nodes and an optional value. Here we supply a dataframe containing the number of dialogues between characters of the *Les Misérables* musical. The data contains ``source`` and ``target`` node indices and an associated ``value`` column:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"italy_diet = pd.read_pickle(\"data/processed/Italy_opt_diet.pkl\")\n",
"italy = italy_diet.sum(axis=0)\n",
"france_diet = pd.read_pickle(\"data/processed/France_opt_diet.pkl\")\n",
"france = france_diet.sum(axis=0)\n",
"uk_diet = pd.read_pickle(\"data/processed/United Kingdom_opt_diet.pkl\")\n",
"uk = uk_diet.sum(axis=0)\n",
"spain_diet = pd.read_pickle(\"data/processed/Spain_opt_diet.pkl\")\n",
"spain = spain_diet.sum(axis=0)\n",
"germany_diet = pd.read_pickle(\"data/processed/Germany_opt_diet.pkl\")\n",
"germany = germany_diet.sum(axis=0)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"links_it = pd.DataFrame(italy).reset_index()\n",
"links_it[\"source\"]=\"Italy\"\n",
"links_it = links_it.rename(columns={\"index\":\"target\", 0:\"value\"})\n",
"links_it = links_it[[\"source\", \"target\", \"value\"]]\n",
"links_fr = pd.DataFrame(france).reset_index()\n",
"links_fr[\"source\"]=\"France\"\n",
"links_fr = links_fr.rename(columns={\"index\":\"target\", 0:\"value\"})\n",
"links_fr = links_fr[[\"source\", \"target\", \"value\"]]\n",
"links_uk = pd.DataFrame(uk).reset_index()\n",
"links_uk[\"source\"]=\"United Kingdom\"\n",
"links_uk = links_uk.rename(columns={\"index\":\"target\", 0:\"value\"})\n",
"links_uk = links_uk[[\"source\", \"target\", \"value\"]]\n",
"links_ge = pd.DataFrame(germany).reset_index()\n",
"links_ge[\"source\"]=\"Germany\"\n",
"links_ge = links_ge.rename(columns={\"index\":\"target\", 0:\"value\"})\n",
"links_ge = links_ge[[\"source\", \"target\", \"value\"]]\n",
"links_es = pd.DataFrame(spain).reset_index()\n",
"links_es[\"source\"]=\"Spain\"\n",
"links_es = links_es.rename(columns={\"index\":\"target\", 0:\"value\"})\n",
"links_es = links_es[[\"source\", \"target\", \"value\"]]\n",
"links = links_it.append(links_fr).append(links_uk).append(links_ge).append(links_es)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>France</td>\n",
" <td>102881.879243</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Germany</td>\n",
" <td>112066.319546</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Italy</td>\n",
" <td>92060.460720</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Spain</td>\n",
" <td>86235.003277</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>United Kingdom</td>\n",
" <td>101507.471800</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" name value\n",
"0 France 102881.879243\n",
"1 Germany 112066.319546\n",
"2 Italy 92060.460720\n",
"3 Spain 86235.003277\n",
"4 United Kingdom 101507.471800"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tot_eu = links.groupby(\"source\").sum().reset_index().rename(columns={\"source\":\"name\"})\n",
"tot_af = links.groupby(\"target\").sum().reset_index().rename(columns={\"target\":\"name\"})\n",
"tot = tot_eu.append(tot_af)\n",
"tot.head()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>source</th>\n",
" <th>target</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>2</td>\n",
" <td>17</td>\n",
" <td>25370.332652</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>19</td>\n",
" <td>10560.449765</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>32</td>\n",
" <td>8647.405612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2</td>\n",
" <td>22</td>\n",
" <td>7861.041846</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>2</td>\n",
" <td>33</td>\n",
" <td>6072.955554</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>3</td>\n",
" <td>11</td>\n",
" <td>260.635343</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>3</td>\n",
" <td>18</td>\n",
" <td>213.509272</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>3</td>\n",
" <td>16</td>\n",
" <td>163.345226</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>3</td>\n",
" <td>20</td>\n",
" <td>61.625137</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>3</td>\n",
" <td>15</td>\n",
" <td>59.402224</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>125 rows × 3 columns</p>\n",
"</div>"
],
"text/plain": [
" source target value\n",
"0 2 17 25370.332652\n",
"1 2 19 10560.449765\n",
"2 2 32 8647.405612\n",
"3 2 22 7861.041846\n",
"4 2 33 6072.955554\n",
".. ... ... ...\n",
"20 3 11 260.635343\n",
"21 3 18 213.509272\n",
"22 3 16 163.345226\n",
"23 3 20 61.625137\n",
"24 3 15 59.402224\n",
"\n",
"[125 rows x 3 columns]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from sklearn.preprocessing import OrdinalEncoder\n",
"enc_eu = OrdinalEncoder(dtype=int)\n",
"eu_nations = links.source.values.reshape(-1,1)\n",
"enc_eu.fit(eu_nations)\n",
"enc_af = OrdinalEncoder(dtype=int)\n",
"af_nations = links.target.values.reshape(-1,1)\n",
"enc_af.fit(af_nations)\n",
"links[[\"source\"]] = enc_eu.transform(links[[\"source\"]])\n",
"links[[\"target\"]] = enc_af.transform(links[[\"target\"]]) + 10\n",
"links"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"def find_name(x):\n",
" if (x<=4):\n",
" return enc_eu.inverse_transform(np.array(x).reshape(-1,1)).flatten()[0]\n",
" else:\n",
" return enc_af.inverse_transform(np.array(x-10).reshape(-1,1)).flatten()[0]"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"def find_group(x):\n",
" if (x<=4):\n",
" return \"Europe\"\n",
" else:\n",
" return \"Africa\""
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
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" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>index</th>\n",
" <th>name</th>\n",
" <th>group</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>France</td>\n",
" <td>Europe</td>\n",
" <td>102881.879243</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>Germany</td>\n",
" <td>Europe</td>\n",
" <td>112066.319546</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>Italy</td>\n",
" <td>Europe</td>\n",
" <td>92060.460720</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3</td>\n",
" <td>Spain</td>\n",
" <td>Europe</td>\n",
" <td>86235.003277</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>United Kingdom</td>\n",
" <td>Europe</td>\n",
" <td>101507.471800</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" index name group value\n",
"0 0 France Europe 102881.879243\n",
"1 1 Germany Europe 112066.319546\n",
"2 2 Italy Europe 92060.460720\n",
"3 3 Spain Europe 86235.003277\n",
"4 4 United Kingdom Europe 101507.471800"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nodes_pd = pd.DataFrame(columns=[\"index\", \"name\", \"group\"])\n",
"nodes_pd[\"index\"] = list(links.source.values) + list(links.target.values)\n",
"nodes_pd[\"name\"] = nodes_pd[\"index\"].apply(lambda x: find_name(x))\n",
"nodes_pd[\"group\"] = nodes_pd[\"index\"].apply(lambda x: find_group(x))\n",
"nodes_pd = nodes_pd.groupby(\"name\").first().reset_index()[[\"index\", \"name\", \"group\"]]\n",
"nodes_pd = nodes_pd.sort_values(\"index\")\n",
"nodes_pd = nodes_pd.merge(tot, on=\"name\")\n",
"nodes_pd.replace({\"United Republic of Tanzania\":'Tanzania'}, inplace=True)\n",
"nodes_pd.replace({\"Central African Republic\":'Centr. Afr. Rep.'}, inplace=True)\n",
"nodes = hv.Dataset(nodes_pd, \"index\")\n",
"nodes.data.head()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# nodes = hv.Dataset(pd.DataFrame(data['nodes']), 'index')\n",
"# nodes.data.name"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Additionally we can now color the nodes and edges by their index and add some labels. The ``labels``, ``node_color`` and ``edge_color`` options allow us to reference dimension values by name."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
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\",\"dtype\":\"float64\",\"shape\":[1325]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[50]}]},\"selected\":{\"id\":\"1098\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1099\",\"type\":\"UnionRenderers\"}},\"id\":\"1041\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"end\":1.4,\"reset_end\":1.4,\"reset_start\":-1.4,\"start\":-1.4,\"tags\":[[[\"x\",\"x\",null]]]},\"id\":\"1002\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1010\",\"type\":\"LinearScale\"},{\"attributes\":{\"graph_layout\":{\"0\":[0.9481089381114425,0.31794565805054303],\"1\":[0.5463387573912915,0.8375643033058057],\"10\":[-0.9996176285939172,-0.027651340008640248],\"11\":[-0.9976109782405309,-0.0690820967687784],\"12\":[-0.9938879040295506,-0.11039399541527019],\"13\":[-0.979132985881193,-0.2032205598835402],\"14\":[-0.955727938243648,-0.2942517766480703],\"15\":[-0.9427030176286082,-0.3336330627409641],\"16\":[-0.9331171536942645,-0.3595724926652681],\"17\":[-0.7206618967664161,-0.6932866871280823],\"18\":[-0.39542132356300047,-0.9184998513182705],\"19\":[-0.23021719325858817,-0.9731392726265536],\"2\":[-0.06632295643510415,0.9977982087825711],\"20\":[-0.0580425764676791,-0.9983141085434952],\"21\":[-0.030415659795342706,-0.9995373367909844],\"22\":[0.10489516773554357,-0.9944832848196756],\"23\":[0.2730370696333551,-0.9620035127825836],\"24\":[0.3750054209849211,-0.927022617972141],\"25\":[0.44063441316958823,-0.8976866457348537],\"26\":[0.47748277539471007,-0.878641109441941],\"27\":[0.5440203984027336,-0.8390719910244477],\"28\":[0.6072977232618383,-0.794474338994651],\"29\":[0.6912910578311513,-0.7225764135111856],\"3\":[-0.6006855743132754,0.7994853599734835],\"30\":[0.7578858169530578,-0.652387222791339],\"31\":[0.8141868867035751,-0.5806028879707195],\"32\":[0.9184998513182712,-0.39542132356299886],\"33\":[0.9848610644847298,-0.17334556141420226],\"34\":[0.9992505978972573,-0.03870713890193536],\"4\":[-0.9481089381114426,0.3179456580505428]}},\"id\":\"1042\",\"type\":\"StaticLayoutProvider\"},{\"attributes\":{\"factors\":[\"0\",\"1\",\"2\",\"3\",\"4\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\"],\"palette\":[\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\"]},\"id\":\"1038\",\"type\":\"CategoricalColorMapper\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"line_color\":{\"field\":\"edge_color\",\"transform\":{\"id\":\"1040\",\"type\":\"CategoricalColorMapper\"}},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"1051\",\"type\":\"MultiLine\"},{\"attributes\":{},\"id\":\"1086\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data_source\":{\"id\":\"1039\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1043\",\"type\":\"Circle\"},\"hover_glyph\":{\"id\":\"1046\",\"type\":\"Circle\"},\"muted_glyph\":{\"id\":\"1047\",\"type\":\"Circle\"},\"nonselection_glyph\":{\"id\":\"1044\",\"type\":\"Circle\"},\"selection_glyph\":{\"id\":\"1045\",\"type\":\"Circle\"},\"view\":{\"id\":\"1049\",\"type\":\"CDSView\"}},\"id\":\"1048\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1004\",\"type\":\"HoverTool\"},{\"id\":\"1024\",\"type\":\"SaveTool\"},{\"id\":\"1025\",\"type\":\"PanTool\"},{\"id\":\"1026\",\"type\":\"WheelZoomTool\"},{\"id\":\"1027\",\"type\":\"BoxZoomTool\"},{\"id\":\"1028\",\"type\":\"ResetTool\"},{\"id\":\"1029\",\"type\":\"TapTool\"}]},\"id\":\"1030\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1084\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":{\"field\":\"edge_color\",\"transform\":{\"id\":\"1040\",\"type\":\"CategoricalColorMapper\"}},\"xs\":{\"field\":\"xs\"},\"ys\":{\"field\":\"ys\"}},\"id\":\"1054\",\"type\":\"MultiLine\"},{\"attributes\":{\"source\":{\"id\":\"1041\",\"type\":\"ColumnDataSource\"}},\"id\":\"1056\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1041\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1050\",\"type\":\"MultiLine\"},\"hover_glyph\":{\"id\":\"1053\",\"type\":\"MultiLine\"},\"muted_glyph\":{\"id\":\"1054\",\"type\":\"MultiLine\"},\"nonselection_glyph\":{\"id\":\"1051\",\"type\":\"MultiLine\"},\"selection_glyph\":{\"id\":\"1052\",\"type\":\"MultiLine\"},\"view\":{\"id\":\"1056\",\"type\":\"CDSView\"}},\"id\":\"1055\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"angle\":{\"field\":\"angle\",\"units\":\"rad\"},\"text_baseline\":\"middle\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"8pt\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1080\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1076\",\"type\":\"GlyphRenderer\"},{\"id\":\"1082\",\"type\":\"GlyphRenderer\"},{\"id\":\"1057\",\"type\":\"GraphRenderer\"}],\"tooltips\":[[\"Country\",\"@name\"],[\"Group\",\"@group\"],[\"Import/Export\",\"@value tons\"]]},\"id\":\"1004\",\"type\":\"HoverTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1097\",\"type\":\"BoxAnnotation\"}},\"id\":\"1027\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"text\":\"\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"12pt\"}},\"id\":\"1006\",\"type\":\"Title\"},{\"attributes\":{\"fill_color\":{\"field\":\"node_color\",\"transform\":{\"id\":\"1038\",\"type\":\"CategoricalColorMapper\"}},\"size\":{\"units\":\"screen\",\"value\":12}},\"id\":\"1043\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"node_color\",\"transform\":{\"id\":\"1038\",\"type\":\"CategoricalColorMapper\"}},\"line_alpha\":{\"value\":0.2},\"size\":{\"units\":\"screen\",\"value\":12}},\"id\":\"1044\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"field\":\"node_color\",\"transform\":{\"id\":\"1038\",\"type\":\"CategoricalColorMapper\"}},\"size\":{\"units\":\"screen\",\"value\":12}},\"id\":\"1045\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1078\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1080\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1081\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1083\",\"type\":\"CDSView\"}},\"id\":\"1082\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1039\",\"type\":\"ColumnDataSource\"}},\"id\":\"1049\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"line_color\":{\"field\":\"node_color\",\"transform\":{\"id\":\"1038\",\"type\":\"CategoricalColorMapper\"}},\"line_width\":{\"value\":10},\"xs\":{\"field\":\"arc_xs\"},\"ys\":{\"field\":\"arc_ys\"}},\"id\":\"1073\",\"type\":\"MultiLine\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"SaveTool\"},{\"attributes\":{\"fill_color\":{\"field\":\"node_color\",\"transform\":{\"id\":\"1038\",\"type\":\"CategoricalColorMapper\"}},\"line_color\":{\"value\":\"#1f77b4\"},\"size\":{\"units\":\"screen\",\"value\":12}},\"id\":\"1047\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1039\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1072\",\"type\":\"MultiLine\"},\"hover_glyph\":{\"id\":\"1075\",\"type\":\"MultiLine\"},\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1073\",\"type\":\"MultiLine\"},\"selection_glyph\":{\"id\":\"1074\",\"type\":\"MultiLine\"},\"view\":{\"id\":\"1049\",\"type\":\"CDSView\"}},\"id\":\"1076\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":{\"value\":0.15},\"line_color\":{\"field\":\"node_color\",\"transform\":{\"id\":\"1038\",\"type\":\"CategoricalColorMapper\"}},\"line_width\":{\"value\":10},\"xs\":{\"field\":\"arc_xs\"},\"ys\":{\"field\":\"arc_ys\"}},\"id\":\"1072\",\"type\":\"MultiLine\"}],\"root_ids\":[\"1005\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n",
" var render_items = [{\"docid\":\"e196d900-0fee-4259-b8f0-86a2fc72801f\",\"roots\":{\"1005\":\"f6e730a2-c803-4cac-ae2e-978333c1d783\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
"\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
" embed_document(root);\n",
" } else {\n",
" var attempts = 0;\n",
" var timer = setInterval(function(root) {\n",
" if (root.Bokeh !== undefined) {\n",
" clearInterval(timer);\n",
" embed_document(root);\n",
" } else {\n",
" attempts++;\n",
" if (attempts > 100) {\n",
" clearInterval(timer);\n",
" console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
" }\n",
" }\n",
" }, 10, root)\n",
" }\n",
"})(window);</script>"
],
"text/plain": [
":Chord [source,target] (value)"
]
},
"execution_count": 10,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "1005"
}
},
"output_type": "execute_result"
}
],
"source": [
"from math import pi\n",
"#0.019\n",
"def rotate_label(plot, element):\n",
" text_cds = plot.handles['text_1_source']\n",
" length = len(text_cds.data['angle'])\n",
" text_cds.data['angle'] = [pi/256]*length\n",
" xs = text_cds.data['x']\n",
" ys = text_cds.data['y']\n",
" text = np.array(text_cds.data['text'])\n",
" xs[xs<0] -= np.array([len(t)*0.0275 for t in text[xs<0]])\n",
" xs[xs>0] += np.array([len(t)*0.0035 for t in text[xs>0]])\n",
" xs[np.where(text==\"Botswana\")] -= 0.02\n",
" xs[np.where(text==\"Centr. Afr. Rep.\")] += 0.1\n",
" ys[np.where(text==\"Centr. Afr. Rep.\")] -= 0.02\n",
" xs[np.where(text==\"Chad\")] -= 0.02\n",
" ys[np.where(text==\"Angola\")] += 0.01\n",
" ys[np.where(text==\"Eswatini\")] -= 0.02\n",
" xs[np.where(text==\"Eswatini\")] += 0.03\n",
" xs[np.where(text==\"Ethiopia\")] += 0.035\n",
" xs[np.where(text==\"Congo\")] -= 0.03\n",
" ys[np.where(text==\"Congo\")] += 0.01\n",
" xs[np.where(text==\"Djibouti\")] += 0.03\n",
" xs[np.where(text==\"Liberia\")] += 0.175\n",
" ys[np.where(text==\"Liberia\")] -= 0.02\n",
" ys[np.where(text==\"Lesotho\")] -= 0.02\n",
" xs[np.where(text==\"Lesotho\")] += 0.01\n",
" move_up = ['Rwanda', 'Senegal', 'Sierra Leone', 'Sudan', 'Togo', 'Uganda']\n",
" ys[[np.where(text==c)[0][0] for c in move_up]] +=0.025\n",
" move_left = ['Madagascar', 'Malawi', 'Mozambique', 'Sierra Leone']\n",
" xs[[np.where(text==c)[0][0] for c in move_left]] -=0.035\n",
" move_down = ['Madagascar', 'Malawi', 'Mozambique']\n",
" ys[[np.where(text==c)[0][0] for c in move_down]] -=0.01\n",
" move_left2 = ['Tanzania', 'Zambia', 'Zimbabwe']\n",
" xs[[np.where(text==c)[0][0] for c in move_left2]] -=0.025\n",
" xs[np.where(text==\"Namibia\")] -= 0.01\n",
" xs[np.where(text==\"Uganda\")] -= 0.01\n",
" \n",
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"chord = hv.Chord((links, nodes))\n",
"chord.opts(\n",
" opts.Chord(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('source').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], bgcolor='rgba(0,0,0,0)', border=0,finalize_hooks=[rotate_label] ))"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"options = dict(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('source').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], bgcolor='rgba(0,0,0,0)', border=0, finalize_hooks=[rotate_label])\n",
"chord = hv.Chord((links, nodes)).options(**options)\n",
"hv.renderer('bokeh').save(chord, 'docs/_includes/chord')"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Italy</td>\n",
" <td>92060.460720</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Ethiopia</td>\n",
" <td>25370.332652</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Kenya</td>\n",
" <td>10560.449765</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Tanzania</td>\n",
" <td>8647.405612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Madagascar</td>\n",
" <td>7861.041846</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" name value\n",
"0 Italy 92060.460720\n",
"0 Ethiopia 25370.332652\n",
"1 Kenya 10560.449765\n",
"2 Tanzania 8647.405612\n",
"3 Madagascar 7861.041846"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tot_it = links_it.groupby(\"source\").sum().reset_index().rename(columns={\"source\":\"name\"})\n",
"tot_it = tot_it.append(links_it[[\"target\", \"value\"]].rename(columns={\"target\":\"name\"}))\n",
"tot_it.replace({\"United Republic of Tanzania\":'Tanzania'}, inplace=True)\n",
"tot_it.replace({\"Central African Republic\":'Centr. Afr. Rep.'}, inplace=True)\n",
"tot_it.head()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>source</th>\n",
" <th>target</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>2</td>\n",
" <td>17</td>\n",
" <td>25370.332652</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2</td>\n",
" <td>19</td>\n",
" <td>10560.449765</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>32</td>\n",
" <td>8647.405612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2</td>\n",
" <td>22</td>\n",
" <td>7861.041846</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>2</td>\n",
" <td>33</td>\n",
" <td>6072.955554</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" source target value\n",
"0 2 17 25370.332652\n",
"1 2 19 10560.449765\n",
"2 2 32 8647.405612\n",
"3 2 22 7861.041846\n",
"4 2 33 6072.955554"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"links_it[[\"source\"]] = enc_eu.transform(links_it[[\"source\"]])\n",
"links_it[[\"target\"]] = enc_af.transform(links_it[[\"target\"]]) + 10\n",
"links_it.head()"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>index</th>\n",
" <th>name</th>\n",
" <th>group</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>2</td>\n",
" <td>Italy</td>\n",
" <td>Europe</td>\n",
" <td>92060.460720</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>10</td>\n",
" <td>Angola</td>\n",
" <td>Africa</td>\n",
" <td>1464.021255</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>11</td>\n",
" <td>Botswana</td>\n",
" <td>Africa</td>\n",
" <td>280.365196</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>12</td>\n",
" <td>Centr. Afr. Rep.</td>\n",
" <td>Africa</td>\n",
" <td>1029.741680</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>13</td>\n",
" <td>Chad</td>\n",
" <td>Africa</td>\n",
" <td>4046.982613</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>14</td>\n",
" <td>Congo</td>\n",
" <td>Africa</td>\n",
" <td>1168.294970</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>15</td>\n",
" <td>Djibouti</td>\n",
" <td>Africa</td>\n",
" <td>65.672100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>16</td>\n",
" <td>Eswatini</td>\n",
" <td>Africa</td>\n",
" <td>176.567587</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>17</td>\n",
" <td>Ethiopia</td>\n",
" <td>Africa</td>\n",
" <td>25370.332652</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>18</td>\n",
" <td>Guinea-Bissau</td>\n",
" <td>Africa</td>\n",
" <td>230.086981</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>19</td>\n",
" <td>Kenya</td>\n",
" <td>Africa</td>\n",
" <td>10560.449765</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>20</td>\n",
" <td>Lesotho</td>\n",
" <td>Africa</td>\n",
" <td>68.043698</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>21</td>\n",
" <td>Liberia</td>\n",
" <td>Africa</td>\n",
" <td>578.177169</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>22</td>\n",
" <td>Madagascar</td>\n",
" <td>Africa</td>\n",
" <td>7861.041846</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>23</td>\n",
" <td>Malawi</td>\n",
" <td>Africa</td>\n",
" <td>2931.827882</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>24</td>\n",
" <td>Mozambique</td>\n",
" <td>Africa</td>\n",
" <td>3320.666955</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>25</td>\n",
" <td>Namibia</td>\n",
" <td>Africa</td>\n",
" <td>503.050673</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>26</td>\n",
" <td>Rwanda</td>\n",
" <td>Africa</td>\n",
" <td>1382.734793</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>27</td>\n",
" <td>Senegal</td>\n",
" <td>Africa</td>\n",
" <td>2946.557394</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>28</td>\n",
" <td>Sierra Leone</td>\n",
" <td>Africa</td>\n",
" <td>1203.713639</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>29</td>\n",
" <td>Sudan</td>\n",
" <td>Africa</td>\n",
" <td>4985.309801</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>30</td>\n",
" <td>Togo</td>\n",
" <td>Africa</td>\n",
" <td>488.006793</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>31</td>\n",
" <td>Uganda</td>\n",
" <td>Africa</td>\n",
" <td>4587.075291</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>32</td>\n",
" <td>Tanzania</td>\n",
" <td>Africa</td>\n",
" <td>8647.405612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>33</td>\n",
" <td>Zambia</td>\n",
" <td>Africa</td>\n",
" <td>6072.955554</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>34</td>\n",
" <td>Zimbabwe</td>\n",
" <td>Africa</td>\n",
" <td>2091.378821</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" index name group value\n",
"0 2 Italy Europe 92060.460720\n",
"1 10 Angola Africa 1464.021255\n",
"2 11 Botswana Africa 280.365196\n",
"3 12 Centr. Afr. Rep. Africa 1029.741680\n",
"4 13 Chad Africa 4046.982613\n",
"5 14 Congo Africa 1168.294970\n",
"6 15 Djibouti Africa 65.672100\n",
"7 16 Eswatini Africa 176.567587\n",
"8 17 Ethiopia Africa 25370.332652\n",
"9 18 Guinea-Bissau Africa 230.086981\n",
"10 19 Kenya Africa 10560.449765\n",
"11 20 Lesotho Africa 68.043698\n",
"12 21 Liberia Africa 578.177169\n",
"13 22 Madagascar Africa 7861.041846\n",
"14 23 Malawi Africa 2931.827882\n",
"15 24 Mozambique Africa 3320.666955\n",
"16 25 Namibia Africa 503.050673\n",
"17 26 Rwanda Africa 1382.734793\n",
"18 27 Senegal Africa 2946.557394\n",
"19 28 Sierra Leone Africa 1203.713639\n",
"20 29 Sudan Africa 4985.309801\n",
"21 30 Togo Africa 488.006793\n",
"22 31 Uganda Africa 4587.075291\n",
"23 32 Tanzania Africa 8647.405612\n",
"24 33 Zambia Africa 6072.955554\n",
"25 34 Zimbabwe Africa 2091.378821"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nodes_italy_pd = nodes.data.copy()\n",
"nodes_italy_pd = nodes_italy_pd[~(nodes_italy_pd.name.isin([\"France\", \"Germany\", \"United Kingdom\", \"Spain\"]))]\n",
"nodes_italy_pd.drop(columns=\"value\", inplace=True)\n",
"nodes_italy_pd = nodes_italy_pd.merge(tot_it, on=\"name\")\n",
"nodes_italy = hv.Dataset(nodes_italy_pd, \"index\")\n",
"nodes_italy.data"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.holoviews_exec.v0+json": "",
"text/html": [
"<div id='1371' style='display: table; margin: 0 auto;'>\n",
"\n",
"\n",
"\n",
"\n",
"\n",
" <div class=\"bk-root\" id=\"3e08d01d-40bf-4ed6-83c8-476845f625ab\" data-root-id=\"1371\"></div>\n",
"</div>\n",
"<script type=\"application/javascript\">(function(root) {\n",
" function embed_document(root) {\n",
" \n",
" var docs_json = 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IBw+Nu/bES5AxPV2r/fd5pcC7bZv8iWlwmXm9i/QvgnifOF179g88JZXnXWv0Df3/kUatW/+RL251Rk1L+k5XyiW2TTv1eu66dmatK/LcS5drN20b8+fl6Nf4nQv0JnotQQRs+/3nYSGBeHzb+B2fvhjNbLv109TS/tNMq/oFD1/LKiyL97weJHWSDHvyA+BA1brsW/wXRISTNNxL+KE575XP3Cv7HI8xpTv8G/ZEI4qpCTwL+oXbRIIfW+v2h4kAyc6by/YjHimYcFu7/75Ibq2Um5v5PvW/iIt7e/ka0+vYpPtr9Qewwz1RK1vzO1olNeArS/nLfeGBwfs7/u3p18BGqyv4mHvXgN5LG/zg0bBy2Osb8fzpMhWWmxv94kBcKHdrG/a25M4q62sb8qB0d8xCqyvwAAAAAAAPh//gkfydGE5L8f95cCb+TjvxA1RrL0ROO/mfxxAYGm4r95hmMZMgniv3YLYyMmbeG/UMS4SHvS4L/R6ayyTzngv2hpDxWDQ9+/g7si890X3r93OyRS7O/cv8xapITqy9u/CYsz3RSs2r+2PWKup5DZv1fkwErfedi/dvDfBPhn17+U008vLlvWvz3/oBy+U9W/9uRjH+RR1L9F9iiK3FXTv7KkgK/jX9K/xmH74TVw0b8Fnyl0D4fQv+mbN3FZSc+/PMDEA5SSzb8QjhtFR+rLv3DoXNrrUMq/a7KpaPrGyL8PzyKV60zHv2kh6QQ448W/h4wdXViKxL928+BCxULDv0I5VFv3DMK//UCYS2fpwL9i25txG7G/v95ELJDGtb2/gYQjPcHhu79qYMPC/DW6v7SeTWtqs7i/fAUEgftat7/cWihOoS22v+1k/BxNLLW/zOnBN/BXtL+Ur7roe7Gzv2J8KHrhObO/UBZNNhLysr94Q2pn/9qyv/bJwVea9bK/5W+VUdRCs79h+yafnsOzvwAAAAAAAPh/JPSfN/9d5L9q52rB1L7jv3MJDYKiIOO/enGQDIaD4r+vNv/znOfhv09wY8sETeG/ijXHJduz4L+enTSWPRzgv3R/a1+TDN+/M2apCjrk3b/hHTdUqr/cv+7UKGIfn9u/x7mSWtSC2r/b+ohjBGvZv5LGH6PqV9i/XUtrP8JJ17+ot39exkDWv905cSYyPdW/bgBUvUA/1L/GOTxJLUfTv1MUPvAyVdK/gL5t2Ixp0b++Zt8ndoTQv+t2TglUTM+/K9ayKcedzb8YSBT9u/3Lv4wpm8+obMq/Xtdv7QPryL9rrrqiQ3nHv4oLpDveF8a/mktUBErHxL9yy/NI/YfDv+3nqlVuWsK/5P2hdhM/wb8zagH4YjbAv2wT40umgb6/hHI1mbS9vL9qq0pw3SG7v853c2kNr7m/apEAHTFmuL/usUIjNUi3vw+TihQGVra/gu4oiZCQtb/8fW4Zwfi0vzH7q12Ej7S/1R8y7sZVtL+cpVFjdUy0vzxGW1V8dLS/aLufXMjOtL/Vvm8RRly1vwAAAAAAAPh/2jAMAPo25L/lUvBlCZnjvz+O08Ag/OK/F6Y4DV1g4r+TXaJH28Xhv+J3k2y4LOG/MbiOeBGV4L9cwy3QBv7fv/9uXW9W1d6/rPmxx0uw3b+26TDSII/cv3rF34cPctu/TxPE4VFZ2r+PWePYIUXZv5AeQ2a5Ndi/q+joglIr1781PtonJybWv4qlHE5xJtW/AqW17mos1L/1wqoCTjjTv7qFAYNUStK/qnO/aLhi0b8hE+qss4HQv+PUDZEAT8+/8P82abCozb8UtFrU6hDMvwT+g8QjiMq/beq9K88Oyb8ChhP8YKXHv3PdjydNTMa/cP09oAcExb+r8ihYBM3Dv9TJW0G3p8K/mo/hTZSUwb+vUMVvD5TAv44zJDI5Tb+/Gu+ld1+Zvb9n7SWUeQ28v9hHumtvqrq/zxd54ihxub+qdnjcjWK4v819zj2Gf7e/mEaR6vnItr9s6tbG0D+2v6yCtbby5LW/uChDnke5tb/v9ZVht721v7cDxOQp87W/bmvjC4datr92Rgq7tvS2vwAAAAAAAPh/7MRsg8IP5L82HCRODXPjv5IeYMlv1+K/o4XUWgY94r8GCzVo7aPhv1poNVdBDOG/P1eJjR524L+yIsnhQsPfv4Kg9c3Mnd6/OZv/qhN83b8Qhk5EUF7cv0vUSWW7RNu/J/lY2Y0v2r/oZ+NrAB/Zv8qTUOhLE9i/D/AHGqkM17/073DMUAvWv7oG88p7D9W/oaf14GIZ1L/oReDZPinTv89UGoFIP9K/mEcLorhb0b+CkRoIyH7Qv5NLX/1eUc+/Ye9jok+zzb/u9BGW0yPMv7tCOG9co8q/Q7+lxFsyyb8JUSktQ9HHv4zekT+EgMa/S06ukpBAxb/Ehk292RHEv3huPlbR9MK/5+tP9Ojpwb+Q5VAukvHAv/VBEJs+DMC/IM+5or90vr/KeQvQzvi8v+JQs+uNpbu/bCFPI+B7ur9juHykqHy5v8bi2ZzKqLi/lm0EOikBuL/SJZqpp4a3v3jYOBkpOre/iFJ+tpAct78AYQivwS63v97QdDCfcbe/JG9haAzmt7/PCGyE7Iy4vwAAAAAAAPh/rbdHI1no47//V3vY4Ezjv7597vaPsuK/J6E/TYIZ4r94Og2q04Hhv/HB9duf6+C/0K+XsQJX4L+p+CLzL4jfv3g/AwX3Zd6/iiQNNpJH3b9gmH0jOS3cv3aLkWojF9u/Se6FqIgF2r9YsZd6oPjYvx/FA36i8Ne/HRoHUMbt1r/MoN6NQ/DVv61Jx9RR+NS/OgX+wSgG1L/zw7/y/xnTv1Z2SQQPNNK/3wzYk41U0b8PeKg+s3vQv7tQ70NvU8+/lxwFtqS9zb+sNAwOdjbMv/d5foZSvsq/bs3VWalVyb8REIzC6fzHv9kiG/uCtMa/web8PeR8xb/APKvFfFbEv9gFoMy7QcO/ACNVjRA/wr8ydURC6k7Bv27d5yW4ccC/Unly5dJPv7/A52TG2uO9vx/ImmNmoLy/Y9wHMlSGu7+A5p+mgpa6v26oVjbQ0bm/IuQfVhs5ub+TW+96Qs24v7bQuBkkj7i/gQVwp55/uL/ruwiZkJ+4v+e1dmPY77i/brWte1Rxub91fKFW4yS6vwAAAAAAAPh/cyCfQb7A47//YeNjhCbjv2T0LqWBjeK/BlXGPNH14b9EAe5hjl/hv4V26kvUyuC/KjIAMr434L82Y+eWzkzfv2rkEp/VLd6/v+IL68cS3b/3WFvp2/vbv9xBighI6dq/Npght0Lb2b/LVqpjAtLYv194rXy9zde/u/ezcKrO1r+hz0au/9TVv9/67qPz4NS/NXQ1wLzy079vNqNxkQrTv1A8wSaoKNK/o4AYTjdN0b8s/jFWdXjQv2BfLVsxVc+/7x+fha/Hzb+TM8sI0kjMv9uPw8EF2cq/UCqajbd4yb+C+GBJVCjIv/3vKdJI6Ma/UQYHBQK5xb8JMQq/7JrEv7JlRd11jsO/3JnKPAqUwr8Sw6u6FqzBv+bW+jMI18C/3srJhUsVwL8aKVUam86+v/xSXk72mr2/gf7SYYKQvL+/FtcOGbC7v9SGjg+U+rq/2TkdHs1wur/qGqf0nRO6vyIVUE3g47m/mxM84m3iub9wAY9tIBC6v73JbKnRbbq/nFf5T1v8ur8nllgbl7y7vwAAAAAAAPh/2jLwQPKY47//8MBP+P/iv4RsRTBFaOK/f+0kgvPR4b/7uwblHT3hvxIgkvjeqeC/0GFuXFEY4L+ckoVgHxHfvy09bSdp9d2/gFPiTLXd3L+2ZTMQOcrbv/YDr7Apu9q/Y76jbbyw2b8kJWCGJqvYv1rIMjqdqte/KjhqyFWv1r+3BFVwhbnVvyi+QXFhydS/n/R+Ch/f079COFt78/rSvzMZJQMUHdK/mycr4bVF0b+c87tUDnXQv64aTDqlVs+/6Alw82/Rzb8r1YBT51rMv8ScG9l188q/94DdAoabyb8OomNPglPIv1IgSz3VG8e/DRwxS+n0xb+EtbL3KN/EvwMNbcH+2sO/0UL9JtXowr84dwCnFgnCv4DKE8AtPMG/8VzU8ISCwL+mnb5vDbm/v+CAoyc7lb6/JKSRBmiavb/8R8MJacm8v/2sci4TI7y/uBPacTuou7/AvDPRtlm7v6PouUlaOLu/9Nem2PpEu79FyzR7bYC7vyYDni6H67u/KcAc8ByHvL/fQuu8A1S9vwAAAAAAAPh/3kkyhPVw47+dKe/7PNniv1qMyPTaQuK/EsqGdumt4b+0OvKIghrhvzg20zPAiOC/Iynk/Xjx3791Wy7kItXev0ezFSqyvN2/jOAq31qo3L8qk/4SUZjbvxB7IdXIjNq/JkgkNfaF2b9dqpdCDYTYv5pRDA1Ch9e/ye0SpMiP1r/XLjwX1Z3Vv67EGHabsdS/OV850E/L079mri41JuvSvxpiibRSEdK/SSraXQk+0b/ZtrFAfnHQv2lvQdnKV8+/jrlv4uXazb/6qw+8tWzMv4SmQoWiDcu//wgqXRS+yb9EM+dic37IvyiFm7UnT8e/gl5odJkwxr8oH2++MCPFv+8m0bJVJ8S/sNWvcHA9w79AiywX6WXCv3inaMUnocG/KoqFmpTvwL8uk6S1l1HAv7hEzmsyj7+/Ei/ddAKkvr8VpbjEb+K9v3Bmo5lKS72/0DLgMWPfvL/iybHLiZ+8v1DrWqWOjLy/y1Ye/UGnvL/7yz4RdPC8v5EK/x/1aL2/N9KhZ5URvr+b4mkmJeu+vwAAAAAAAPh/uvHVbshI47/ur77IUrLivyzQwE9DHeK/0H+Fc7OJ4b8z7LWjvPfgv7BC+094Z+C/PmH9z/+x37+9xtK22Zjev4oQyTOxg92/XZkyJrly3L/ru2FtJGbbv+bSqOglXtq/CTlad/Ba2b8CScj4tlzYv4ldRUysY9e/VdEjUQNw1r8U/7Xm7oHVv35BTuyhmdS/SfM+QU+3078pb9rEKdvSv9EPc1ZkBdK/+i9b1TE20b9VKuUgxW3Qvy6zxjCiWM+/6jBQNhHkzb9HgwsRPX7Mv7JfnX+LJ8u/kHuqQGLgyb9LjNcSJ6nIv09HybQ/gse/BGIk5RFsxr/RkY1iA2fFvyKMqet5c8S/YAYdP9uRw7/2tYwbjcLCv0tQnT/1BcK/yIrzaXlcwb/YGjRZf8bAv+S1A8xsRMC/qiIOAk+tv78rxcVtKvu+vxm+d1g3c76/THhtP0EWvr+SXvCfE+W9v8LbSfd54L2/rVrDwj8Jvr8mRqZ/MGC+vwAJPKsX5r6/DQ7OwsCbv78Q4NKh+0DAvwAAAAAAAPh/ofDDZGsg47/8t/QWOoviv+qip55+9+G/lfon01Fl4b8nCMGLzNTgv80Uvp8HRuC/Y9PUzDdy378HoCJuRFzev9Ih/NFmSt2/IOv3ptA83L9KjqybszPbv6WdsF5BL9q/i6uanqsv2b9SSgEKJDXYv04Me0/cP9e/2YOeHQZQ1r9IQwIj02XVv/PcPA51gdS/MuPkjR2j079a6JBQ/srSv8R+1wRJ+dG/xzhPWS8u0b+7qI784mnQv+fBWDorWc+/lOd90/Hszb8r57khfY/Mv1rlOYIwQcu/zgYrUm8Cyr82cLrunNPIv0BGFbUctce/m61oAlKnxr/yyuEzoKrFv/bCraZqv8S/VLr5txTmw7+81fLEAR/Dv9s5xiqVasK/XguhRjLJwb/0brB1PDvBv0uJIRUXwcC/En8hgiVbwL/2dN0ZywnAv0sfBXPWmr+/nud7fNJMv78+jHkKUSq/v4xWWNcYNL+/449ynfBqv7+dgSIXn8+/v4w6YX91McC/2FlWh82SwL9hw50AOwzBvwAAAAAAAPh/TU5cyt734r8mFcpH82Piv891Zj+N0eG/N53h78RA4b9LuOuXsrHgv/vzNHZuJOC/a/rakiEy37/XAYugYx/evxFY2pLTEN2//FYp56EG3L9xWNga/wDbv1G2R6sbANq/e8rXFSgE2b/N7ujXVA3YvyF9227SG9e/Wc8PWNEv1r9OP+YQgknVv98mvxYVadS/7d/65rqO079TxPn+o7rSv/AtHNwA7dG/onbC+wEm0b9I+Ezb12XQv3YZOPBlWc+/uhsgn4f1zb8VqxK+daDMv0R70EeRWsu/AUAaNzskyr8HrbCG1P3IvxF2VDG+58e/307GMVnixr8n68aCBu7Fv6f+Fh8nC8W/HD13ARw6xL8/WqgkRnvDv88Ja4MGz8K/hP9/GL41wr8b76feza/Bv06Mo9CWPcG/3Ioz6XnfwL9/nhgj2JXAv/F6E3kSYcC/79Pk5YlBwL80XU1knzfAv3zKDe+zQ8C/g8/mgChmwL8EIJkUXp/Av7pv5aS178C/YXKMLJBXwb+1206mTtfBvwAAAAAAAPh/XVp1BCPP4r9QSOq8fjziv9PWVZBvq+G/pmCRJA0c4b+HQHYfb47gvznR3SatAuC/+9pCwb3x3r8v4DTlN+Ldv4VnRAX41ty/hiYkbS3Q27+y0oZoB87av4whH0O10Nm/lsifSGbY2L9UfbvESeXXv0T1JAOP99a/7OWOT2UP1r/JBKz1+yzVv2AHL0GCUNS/MaPKfSd607/BjTH3GqrSv458FvmL4NG/HyUsz6kd0b/zPCXFo2HQvxbzaE1SWc+/1SAZf9L9zb8nbsC2JrHMvw5GxIutc8u/kBOKlcVFyr+uQXdrzSfJv2878aQjGsi/1mtd2SYdx7/lPSGgNTHGv6IcopCuVsW/EHNFQvCNxL8zrHBMWdfDvxAziUZIM8O/qXL0xxuiwr8C1hdoMiTCvyDIWL7qucG/CLQcYqNjwb+8BMnquiHBvz8lw++P9MC/l4BwCIHcwL/HgTbM7NnAv9OTetIx7cC/vyGisq4Wwb+QlhIEwlbBv0ZdMV7KrcG/6uBjWCYcwr99jA+KNKLCvwAAAAAAAPh/l7FaeDim4r8TjXLY3BTivxuGPPAlheG/APKAzCr34L8UJgh6Amvgv1DvNAuIwd+/GngA+Ayx3r8tkQPUwaTdvyXlzrjUnNy/qB7zv3OZ279Z6AADzZrav9nsiJsOodm/zdYbo2as2L/YUEozA73Xv5oFpWUS09a/t5+8U8Lu1b/SySEXQRDVv4wuZcm8N9S/h3gXhGNl079pUslgY5nSv9NmC3nq09G/aWBu5iYV0b/M6YLCRl3Qvz5bs03wWM+/CK0GWtIFzr89HiHdj8HMvyQEJAqFjMu//7MwFA5nyr8Vg2guh1HJv6rG7ItMTMi/B9TeX7pXx79sAGDdLHTGvyKhkTcAosW/bguVoZDhxL+UlItOOjPEv9uRlnFZl8O/hljXPUoOw7/cPW/maJjCvyKXf54RNsK/nrkpmaDnwb+U+o4Jcq3Bv0mv0CLih8G/BC0QGE13wb8JyW4cD3zBv57YDWOElsG/CbEOHwnHwb+Op5KD+Q3Cv3MRu8Oxa8K//UOpEo7gwr9ylH6j6mzDvwAAAAAAAPh//kHMix994r+v5fD8De3hv0SKTr6wXuG/nc9jQx7S4L+WVa//bEfgvyB4X81mfd+/0UXH1w9w3r8AVJMFAmfdv2PiwD1qYty/uzBNZ3Vi27/HfjVpUGfav0MMdyoocdm/7RgPkimA2L+F5PqGgZTXv8SuN/Bcrta/arfCtOjN1b8yPpm7UfPUv9qCuOvEHtS/IMUdLG9Q07/CRMZjfYjSv3tBr3kcx9G/DvvVVHkM0b8ysTfcwFjQv09Ho+0/WM+/VyRCF4cNzr/2eEYDsdHMv6nEqn8Xpcu/5oZpWhSIyr8tP31hAXvJv/Rs4GI4fsi/uo+NLBOSx7/3Jn+M67bGvyayr1Ab7cW/w7AZR/w0xb9Iorc96I7EvzIGhAI5+8O/91t5Y0h6w78VI5IucAzDvwbbyDEKssK/RgMYO3Brwr9OG3oY/DjCv5qi6ZcHG8K/oxhhh+wRwr/m/Nq0BB7Cv9vOUe6pP8K/AA7AATZ3wr/POSC9AsXCv8DRbO5pKcO/UFWgY8Wkw7/7Q7XqbjfEvwAAAAAAAPh/0E39pNhT4r8MJmONEsXhv7xDLFoQOOG/FWVW5ees4L9GSN8IryPgvwpXiT33ON+/CZoIAscu3r/w1TcT+SjdvyOHEiW5J9y/CCqU6zIr278GO7gakjPav4U2emYCQdm/6pjVgq9T2L+f3sUjxWvXvwOERv1uida/ggVTw9is1b9+3+YpLtbUv2CO/eSaBdS/jY6SqEo7079sXKEoaXfSv2R0JRkiutG/2lIaLqED0b81dHsbElTQv7WpiCpBV8+/YeLgnvAUzr87i/b7ieHMvxKdwKlkvcu/rxA2ENioyr/j3k2XO6TJv3QA/6bmr8i/NG5ApzDMx7/sIAkAcfnGv2oRUBn/N8a/ejgMWzKIxb/qjjQtYurEv4YNwPflXsS/GK2lIhXmw79wZtwVR4DDv1gyWznTLcO/ngkZ9RDvwr8N5QyxV8TCv3K9LdX+rcK/motyyV2swr9RSNL1y7/Cv2TsQ8Kg6MK/nnC+ljMnw7/OzTjb23vDv7/8qffw5sO/PvYIVMpoxL8Xs0xYvwHFvwAAAAAAAPh/WG2TKmQq4r9+/TXt6pzhv+h+4SNFEeG/NybdDoiH4L8RUODckf/fv/xxwwU69N6/cRvyGDPt3b+vtfqWp+rcv/apawDC7Nu/iGHT1azz2r+jRcCXkv/Zv4m/wMadENm/ezhj4/gm2L+5GTZuzkLXv4PMx+dIZNa/G7qm0JKL1b++S2Gp1rjUv67qhfI+7NO/KwCjLPYl07949UbYJmbSv9MzAHb7rNG/fSRdhp760L+5MOyJOk/Qv4WDdwL0Vc+/uoG02Q4czr+QLqyaGvHMv4lce0Zs1cu/Jd4+3ljJyr/nhRNjNc3Jv0wmFtZW4ci/15FjOBIGyL8KmxiLvDvHv2MUUs+qgsa/ZNAsBjLbxb+QocUwp0XFv2ZaOVBfwsS/Zs2kZa9RxL8TzSRy7PPDv+sr1nZrqcO/crzVdIFyw78oUUBtg0/Dv4y8MmHGQMO/INHJUZ9Gw79lYSJAY2HDv9w/WS1nkcO/Bj+LGgDXw79kMdUIgzLEv3bpU/lEpMS/vTkk7Zosxb+69GLl2cvFvwAAAAAAAPh/so+lg8IA4r+R/0OAl3Thv1uF5HtP6uC/DqnjHP9h4L8/5TsTdrffvx/U39Avr96/ri5sv1Sr3b/lBJorDqzcv7lmImKFsdu/H2S+r+O72r8PDSdhUsvZv4BxFcP639i/aKFCIgb617+/rGfLnRnXv3mjPQvrPta/j5V9Lhdq1b/ykuCBS5vUv5+rH1Kx0tO/h+/z63EQ07+mbhactlTSv+04QK+on9G/V14qcnHx0L/Z7o0xOkrQv9D0R3RYVM+/9iFLseEizr8UhZezYgDNvxU+nxQu7cu/5GzUbZbpyr9xMalY7vXJv6arj26IEsm/dPv5SLc/yL/DQFqBzX3Hv4ObIrEdzca/nyvFcfotxr8GEbRctqDFv6ZrYQukJcW/Z1s/Fxa9xL86AMAZX2fEvwp6VazRJMS/xuhxaMD1w79ZbIfnfdrDv7AkCMNc08O/ujFmlK/gw79hsxP1yALEv5LJgn77OcS/PpQlypmGxL9OM25x9ujEv7DGzg1kYcW/UG65ODXwxb8eSqCLvJXGvwAAAAAAAPh/bPq6F/TW4b+4q9SqGEzhv/0tFcMvw+C/1767bE084L+7Nw9oC2/fv1IFcErZad6/pmEYmSxp3b/wx4ZsLW3cv1mzOd0Ddtu/GJ+vA9iD2r9fBmf40ZbZv2Jk3tMZr9i/UzSUrtfM179m8QahM/DWv8gWtcNVGda/sh8dL2ZI1b9Ph737jH3Uv9rIFELyuNO/gF+hGr760r91xuGdGEPSv+x4VOQpktG/F/J3Bhro0L8rrcocEUXQv6xKln9uUs+/mqvvD2kpzr+Fc54bYg/Nv9OYn9OpBMy/5hHwaJAJy78m1YwMZh7Kv/bYcu96Q8m/vROfQh95yL/eew43o7/Hv78Hvv1WF8e/xq2qx4qAxr9WZNHFjvvFv9chLymziMW/q9zAIkgoxb85i4PjndrEv+UjdJwEoMS/FJ2Pfsx4xL8t7dK6RWXEv5IKO4LAZcS/quvEBY16xL/ahm12+6PEv4bSMQVc4sS/FcUO4/41xb/rVAFBNJ/Fv2x4BlBMHsa//yUbQZezxr8IVDxFZV/HvwAAAAAAAPh/EEjKTvms4b/rc5vRbiPhvyPsu1rmm+C/BIwcXHMW4L+sXVyPUibfv89fwx43JN6/B9VPSrsm3b/sc+P1BS7cvxLzXwU+Otu/DgmnXIpL2r96bJrfEWLZv+7TG3L7fdi//vUM+G2f179EiU9VkMbWv1RExW2J89W/xt1PJYAm1b8uDNFfm1/UvyaGKgECn9O/RAI+7drk0r8gN+0HTTHSv03bGTV/hNG/ZqWlWJje0L8BTHJWvz/Qv2QLwyQ2UM+/JhKq4KQvzr9yGV2oGB7Nv3iOn0PfG8y/ZN40ekYpy79jduATnEbKv6LDZdgtdMm/UzOIj0myyL+fMgsBPQHIv7QusvRVYce/wpRAMuLSxr/20XmBL1bGv35TIaqL68W/hIb6c0STxb862Mimp03Fv8q1TwoDG8W/ZoxSZqT7xL84yZSC2e/Ev27Z2Sbw98S/NirlGjYUxb++KHom+UTFvzRCXBGHisW/xeNOoy3lxb+eehWkOlXGv+5zc9v72sa/4jwsEb92x7+nQgMN0ijIvwAAAAAAAPh/n2U4kdKC4b9EwrZZmvrgv6zdiKRzdOC/Zz5DkuLg379h3Oc9TN3evwNk5fpJ3t2/AKQheAHk3L8Ta4JkmO7bv+eH7W40/tq/O8lIRvsS2r+//XmZEi3Zvy30ZhegTNi/Onv1bslx17+aYQtPtJzWvwR2jmaGzdW/LYdkZGUE1b/LY3P3dkHUv5HaoM7ghNO/ObrSmMjO0r920e4EVB/Sv//u2sGodtG/iuF8fuzU0L/Md7rpRDrQv/UA82SvTc+/lpQ/D5U1zr/nRyYwhizNv1S4ciXOMsy/SIPwTLhIy78uRmsEkG7Kv3CerqmgpMm/fimGmjXryL++hL00mkLIv55NINYZq8e/iiF63P8kx7/snZall7DGvzJgQY8sTsa/wwVG9wn+xb8OLHA7e8DFv3xwi7nLlcW/enBjz0Z+xb90ycPaN3rFv9IYeDnqicW/BPxLSamtxb9yEAtowOXFv4jzgPN6Msa/s0J5SSSUxr9em7/HBwvHv/KaH8xwl8e/3N5ktKo5yL+JBFveAPLIvwAAAAAAAPh/847XR4BY4b+G/a6om9Hgvx/YkgLYTOC/iA6UJI+U37/t5jYp+ZPev3wKnIwSmN2/P0pRyP+g3L9Dd+RV5a7bv4pi467nwdq/Jd3bTCva2b8auFup1PfYv3fE8D0IG9i/RdMohOpD17+QtZH1n3LWv148uQtNp9W/vTgtQBbi1L+ze3sMICPUv07WMeqOatO/lhneUoe40r+WFg7ALQ3Sv1ieT6umaNG/54EwjhbL0L9Okj7ioTTQvydBD0LaSs+/i/syiDk7zr/Y9QOKqjrNvyXSnTp2Scy/hDIcjeVny78MuZp0QZbKv88HNeTS1Mm/4sAGz+Ijyb9ZhisouoPIv0r6vuKh9Me/yL7c8eJ2x7/pdaBIxgrHv8DBJdqUsMa/YUSImZdoxr/in+N5FzPGv1V2U25dEMa/0GnzabIAxr9oHN9fXwTGvzAwMkOtG8a/PkcIB+VGxr+kA32eT4bGv3gHrPw12sa/z/SwFOFCx7+8bafZmcDHv1QUqz6pU8i/q4rXNlj8yL/Wcki177rJvwAAAAAAAPh/Fkrm2wIu4b+hjHUkc6jgv7t0VtcTJeC/udDuLO1H37/1mo0HWkrevx4UZoKRUd2/JAhV4bZd3L/4Qjdo7W7bv4aQ6VpYhdq/wbxI/Rqh2b+akzGTWMLYvwDhgGA06de/4XATqdEV178yD8awU0jWv9+HdbvdgNW/3Kb+DJO/1L8TOD7plgTUv3gHEZQMUNO//OBTURei0r+NkONk2vrRvxzinBJ5WtG/mKFcnhbB0L/1mv9L1i7Qvzw0xb62R8+/DdbEOJJAzr83s7eNhUjNv6JjV0XXX8y/KX9d582Gy7+snYP7r73Kvw5XgwnEBMq/LkMWmVBcyb/r+fUxnMTIvyYT3FvtPci/wCaCnorIx7+YzKGBumTHv5Cc9IzDEse/hi40SOzSxr9cGho7e6XGv/H3X+22isa/JV+/5uWCxr/a5/GuTo7Gv+4psc03rca/Qr22yuffxr+2ObwtpSbHvys3e362gce/gk2tRGLxx7+aFAwI73XIv1IkUVCjD8m/jBQ2pcW+yb8ofXSOnIPKvwAAAAAAAPh/iWEOt1oD4b822WMzIX/gvzc3agtP+t+/GCDaaf363r+mO+2PbwDev35YeYvHCt2/PUVUaica3L+C0FM6sS7bv+TITQmHSNq/A/0X5cpn2b94O4jbnozYv+JSdPokt9e/3xGyT3/n1r8KRxfpzx3Wv/3AedQ4WtW/VU6vH9yc1L+xvY3Y2+XTv6jd6gxaNdO/23ycyniL0r/naXgfWujRv2VzVBkgTNG/82cGxuy20L8uFmQz4ijQv2KZht5ERM+/MLTzDp9Fzr8AGrsTF1bNvw1oiAjxdcy/ijsHCXGly7+2MeMw2+TKv8Tnx5tzNMq/8fpgZX6Uyb9yCFqpPwXJv4KtXoP7hsi/WocaD/YZyL8xMzloc77Hv0BOZqq3dMe/wXVN8QY9x7/rRppYpRfHv/he+PvWBMe/H1sT998Ex7+a2JZlBBjHv6J0LmOIPse/bcyFC7B4x782fUh6v8bHvzUkIsv6KMi/pF6+GaafyL+6yciBBSvJv68C7R5dy8m/vabWDPGAyr8dUzFnBUzLvwAAAAAAAPh/fd1jQ4jY4L8DUTo8plXgv5sb6OEmqt+/1BCemsCt3r++ahJ6Orbdv3ESwVe1w9y/A/ElC1LW27+L77xrMe7avxn3AVF0C9q/xvBwkjsu2b+kxYUHqFbYv8tevIfahNe/UKWQ6vO41r9Ign4HFfPVv8feAbZeM9W/5KOWzfF51L+wurgl78bTv0MM5JV3GtO/soGU9at00r8TBEYcrdXRv3l8dOGbPdG/+tObHJms0L+u8zelxSLQv0qJiaWEQM+/7198+V9Kzr9yPUD1XmPNvwD0zEfDi8y/wFUaoM7Dy7/gNCCtwgvLv4Zj1h3hY8q/4LM0oWvMyb8V+DLmo0XJv1ICyZvLz8i/wKTucCRryL+JsZsU8BfIv9j6xzVw1se/11Jrg+amx7+vi32slInHv4x39l+8fse/lujNTJ+Gx7/6sPshf6HHv+Gid46dz8e/dJA5QTwRyL/eSznpnGbIv0qnbjUB0Mi/4nTR1KpNyb/Qhll229/Jvz6v/sjUhsq/VsC4e9hCy79EjH89KBTMvwAAAAAAAPh/Fvxj64ut4L+AZh+mAizgvyDddvmvWd+/vFRCfzdg3r/2X3N+u2vdv/0q3JdbfNy/+uFObDeS278csZ2cbq3av4TEmskgztm/ZEgYlG302L/iaOicdCDYvyxS3YRVUte/azDJ7C+K1r/KL351I8jVv3J8zr9PDNW/j0KMbNRW1L9Hrokc0afTv8nrmHBl/9K/PieMCbFd0r/PjDWI08LRv6dIZ43sLtG/84bzuRui0L/bc6yugBzQvxF3yBh2PM+/UBTa59ROzr/EFzIMXXDNv8TZdMdNocy/pbJGW+bhy7+6+ksJZjLLv1cKKRMMk8q/0zmCuhcEyr+B4ftAyIXJv7dZOuhcGMm/yPrh8RS8yL8LHZefL3HIv9QY/jLsN8i/dka77YkQyL9I/nIRSPvHv52Yyd9l+Me/ym1jmiIIyL8l1uSCvSrIvwEq8tp1YMi/tMEv5IqpyL+S9UHgOwbJv+4dzRDIdsm/IZN1t277yb98rd8Vb5TKv1XFr20IQsu/ATOKAHoEzL/VThMQA9zMvwAAAAAAAPh/hij0GWaC4L85kJ7YNgLgv9WWKhrrCN+/qV2M2GIS3r9THj5W8yDdv0aCG/26NNy/7zIAN9hN27/A2cdtaWzavxwgTguNkNm/ea9ueWG62L9DMQUiBerXv+dO7W6WH9e/1bECyjNb1r96AyGd+5zVv0LtI1IM5dS/nRjnUoQz1L/2LkYJgojTv7zZHN8j5NK/XcJGPohG0r9Hkp+Qza/Rv+fyAkASING/rI1MtnSX0L8EDFhdExbQv7YuAj4ZOM+/QbJGyv1Szr+B9TQzEX3Nv1RLhEyQtsy/lgbs6bf/y78heiPfxFjLv9D44f/zwcq/gNXeH4I7yr8MY9ESrMXJv070cKyuYMm/JNx0wMYMyb9qbZQiMcrIv/r6hqYqmci/rtcDIPB5yL9kVsJivmzIv/jJeULScci/Q4XhkmiJyL8i27AnvrPIv3Aen9QP8ci/CqJjbZpByb/JuLXFmqXJv4u1TLFNHcq/KuvfA/Coyr+DrCaRvkjLv3BM2Cz2/Mu/zR2sqtPFzL92c1nek6PNvwAAAAAAAPh/RvFgOhdX4L/Jjk53hrDfv/1G2QzZt96/U379Z0PE3b/yp1a74tXcvwg3gDnU7Nu/v54VFTUJ279GUrKAIivav8LE8a65Utm/YWlv0heA2L9Os8YdWrPXv7YVk8Od7Na/wgNw9v8r1r+h8PjonXHVv3pPyc2UvdS/eZN81wEQ1L/IL644AmnTv5aX+SOzyNK/Cz76yzEv0r9Tlktjm5zRv5gTiRwNEdG/CSlOKqSM0L/PSTa/fQ/QvyfSuRtuM8+/B/S6kdpWzr+T36ZFe4nNvyR7tJyKy8y/Da0a/EIdzL+mWxDJ3n7Lv0RtzGiY8Mq/P8iFQKpyyr/uUnO1TgXKv6XzyyzAqMm/vJDGCzldyb+JEJq38yLJv2NZfZUq+si/oFGnChjjyL+V30589t3Iv5rpqk8A68i/BFby6W8Kyb8sC1ywfzzJv2bvHghqgcm/CelxVmnZyb9r3osAuETKv+O1o2uQw8q/yFXw/CxWy79vpKgZyPzLvzCIAyect8y/X+c3iuOGzb9UqHyo2GrOvwAAAAAAAPh/Qf1cuJ8r4L/jChhvUFzfv6nbGJt6Zt6/OwnR79l13b/wL1VoiorcvzDsuf+npNu/WdoTsU7E2r/Plnd3munZv+29+U2nFNm/GOyuL5FF2L+vvasXdHzXvxTPBAFsuda/p7zO5pT81b/LIh7ECkbVv96dB5TpldS/Q8qfUU3s079XRPv3UUnTv36oLoITrdK/FZNO660X0r+DoG8uPYnRvyRtpkbdAdG/W5UHL6qB0L+JtafivwjQvxjUNrl0Ls+/kZ7uL2tazr82A6Afm5XNv9A6dH484My/Hn6UQoc6zL/hBSpis6TLv9oKXtP4Hsu/zMVZjI+pyr94b0aDr0TKv59ATa6Q8Mm/A3KXA2utyb9lPE55dnvJv4jYmgXrWsm/LH+mngBMyb8UaZo6707JvwDPn8/uY8m/s+nfUzeLyb/t8YO9AMXJv3AgtQKDEcq/AK6cGfZwyr9b02P4kePKv0PJM5WOacu/fMg15iMDzL/GCZPhibDMv+LFdH34cc2/kjUEsKdHzr+ZkWpvzzHPvwAAAAAAAPh//P//////378agQJqzAffv209PY/QFN6/r236Micn3b+SSoQY6z7cv9AMJQM3XNu/Hu0mtiV/2r86JNT00afZv9PqdoJW1ti/o3lZIs4K2L9gCcaXU0XXv8XSBqYBhta/iA5mEPPM1b9f9S2aQhrVvwLAqAYLbtS/KKcgGWfI07+G49+UcSnTv9etMD1FkdK/0D5d1fz/0b8oz68gs3XRv5eXcuKC8tC/1dDv3YZ20L+Zs3HW2QHQvzLxhB4tKc+/GLFYl69dzr9VGPOdcKHNv1iY6Lil9My/jKLNboRXzL9iqDZGQsrLv0gbuMUUTcu/rWzmczHgyr//DVbXzYPKv6pwm3YfOMq/IAZL2Fv9yb/PP/mCuNPJvySPOv1qu8m/jmWjzai0yb97NMh6p7/Jv1ptPYuc3Mm/moGXhb0Lyr+o4mrwP03Kv/MBTFJZocq/61DPMT8Iy7/7QIkVJ4LLv5RDDoRGD8y/JsryA9OvzL8cRssbAmTNv+YoLFIJLM6/8+OpLR4Iz7+x6Ng0dvjPvwAAAAAAAPh/pVmL+3Co37+ezjg6+7Lev0xYVrTbwt2/LVMj9SvY3L+0G9+HBfPbv18OyfeBE9u/p4cg0Lo52r8J5CScyWXZv/p/FefHl9i/97cxPM/P17946Lgm+Q3Xv/lt6jFfUta/9aQF6Rqd1b/l6UnXRe7Uv0KZ9of5RdS/iA9Lhk+k078sqYZdYQnTv67C6JhIddK/hLiwwx7o0b8s5x1p/WHRvxyrbxT+4tC/0WDlUDpr0L+IyXxTl/XPv9omdFSXI8+/lJIvu6dgzr+ixS2e+6zNv/147RPGCM2/mGXtMjp0zL9oRKwRi+/Lv13OqMbresu/b7xhaI8Wy7+Qx1UNqcLKv7aoA8xrf8q/1BjqugpNyr/e0IfwuCvKv8iJW4OpG8q/hvzjiQ8dyr8N4p8aHjDKv0/zDUwIVcq/QumsNAGMyr/ZfPvqO9XKvwhneIXrMMu/w2CiGkOfy7/+IvjAdSDMv65m+I62tMy/yOQhmzhczb88VvP7LhfOvwJ068fM5c6/DPeIFUXIz78oTKV9ZV/QvwAAAAAAAPh/QlIZPZNQ37/MtqWy3V3ev9EiLtaccN2/4rKp+uiI3L+Ngw9z2qbbv1+xVpKJytq/6Fh2qw702b+/lmURgiPZv2qHGxf8WNi/fUePD5WU17+I87dNZdbWvxmojCSFHta/woEE5wxt1b8TnRboFMLUv5YWunq1HdS/4grm8QaA07+BlpGgIenSvwfWs9kdWdK//+VD8BPQ0b/74jg3HE7Rv4zpiQFP09C/PxYuosRf0L9OCznYKufPv6KomGSzHc+/mD1pj1Njzr9TA5n+O7jNv/AyFlidHM2/kAXPQaiQzL9TtLFhjRTMv1R4rF19qMu/toqt26hMy7+ZJKOBQAHLvxd/e/V0xsq/VNMk3Xacyr9wWo3edoPKv4ZNo5+le8q/uOVUxjOFyr8mXJD4UaDKv+3pQ9wwzcq/LchdFwEMy78HMMxP81zLv5dafSs4wMu//4BfUAA2zL9c3GBkfL7Mv9Clbw3dWc2/ehZ68VIIzr92Z262DsrOv+bROgJBn8+/dMdmPQ1E0L/PawrjZcLQvwAAAAAAAPh/Lvsqn2f43r+v1vGmdAjev02jRsEUHt2/fO+dCF853L+oSWyXalrbv0ZAJohOgdq/x2FA9SGu2b+gPC/5++DYvz5fZ67zGdi/ElhdLyBZ17+StYWWmJ7Wvy0GVf5z6tW/Vtg/gck81b9/uro5sJXUvxo7OkI/9dO/mOgytY1b079oURmtssjSv/8DYkTFPNK/zo6Bldy30b9GgOy6DzrRv9lmF891w9C/+tB27CVU0L8zmv5abtjPv1HTSlmBF8+/Nmq7CLNlzr/AezmeMcPNv9Ykrk4rMM2/WoICT86szL8wsR/USDnMvzzO7hLJ1cu/XvZYQH2Cy79+RkeRkz/Lv3zbojo6Dcu/QNJUcZ/ryr+mR0Zq8drKv5lYYFpe28q/9yGMdhTtyr+nwLLzQRDLv4pRvQYVRcu/hPGU5LuLy796vSLCZOTLv0zST9Q9T8y/4kwFUHXMzL8aSixqOVzNv9vmrVe4/s2/CkBzTSC0zr+HcmWAn3zPv5zNthIyLNC/fmu6OM6j0L9eIbJMOyXRvwAAAAAAAPh/Aw0D/e6f3r+rloHrwLLdv1bz10JEy9y/K+vA5I7p279NRveytg3bv+DMNY/RN9q/DUc3W/Vn2b/5fLb4N57Yv8Q2bkmv2te/mTwZL3Ed17+aVnKLk2bWv+9MNEAsttW/u+cZL1EM1b8n7905GGnUv1UrO0KXzNO/amTsKeQ207+NYqzSFKjSv+HtNR4/INK/jM5D7nif0b+2zJAk2CXRv4Kw16Jys9C/FULTSl5I0L8uk3z8YcnPv1Qepz0BEc+/6bWbHMZnzr836s9c3M3Nv4xLucFvQ82/LmrNDqzIzL9q1oEHvV3Mv4sgTG/OAsy/2tihCQy4y7+jj/iZoX3Lvy7VxeO6U8u/yjl/qoM6y7++TZqxJzLLv1ehjLzSOsu/3cTLjrBUy7+cSM3r7H/Lv+C8BpezvMu/8rHtUzALzL8cuPfljmvMv6pfmhD73cy/5ThLl6Bizb8Y1H89q/nNv47BrcZGo86/lZFK9p5fz7856uXHbxfQvzmNUyuaiNC/8fkoh2QD0b+E+CC95IfRvwAAAAAAAPh/VMajMipH3r9RGnNVw1zdv3pBzigseNy/BRyCVXmZ278filuEv8Dav/9rJ14T7tm/1aGyi4kh2b/aC8q1NlvYvzqKOoUvm9e/Kv3Qoojh1r/fRFq3Vi7Wv4xBo2uugdW/YtN4aKTb1L+Y2qdWTTzUv103/d69o9O/5slFqgoS079kck5hSIfSvwwR5KyLA9K/EYbTNemG0b+lsemkdRHRv/xz86JFo9C/R6292G080L98eyreBbrPvx4Ljh0zCs+/3sk/wYxpzr8heNkaPNjNv0/W9HtqVs2/zqQrNkHkzL8DpBeb6YHMv1KUUvyML8y/JDZ2q1Tty7/gSRz6abvLv+iP3jn2mcu/pshWvCKJy79+tB7TGInLv9cT0M8Bmsu/F6cEBAe8y7+kLlbBUe/Lv+RqXlkLNMy/PBy3HV2KzL8VA/pfcPLMv9PfwHFubM2/3HKlpID4zb+WfEFK0JbOv2i9LrSGR8+/3HoDmmYF0L/28rGNZnDQvzWn793X5NC/zHeJM89i0b/uREw3YerRvwAAAAAAAPh/ksjMHBru3b9tLpy6fAbdvz7Rx0HNJNy/oZ79IR9J2782hOvKhXPav5pvP6wUpNm/cE6nNd/a2L9YDtHW+BfYv+6cav90W9e/0+chH2el1r+j3KSl4vXVvwRpoQL7TNW/kHrFpcOq1L/r/r7+Tw/Uv7DjO32zetO/gRbqkAHt0r/7hHepTWbSv78ckjar5tG/bMvnpy1u0b+ifiZt6PzQv/8j/PXuktC/JakWslQw0L9i90ciWqrPv4YSpAUXA8+/9X6d7QZrzr/tF5C5UOLNv66410gbac2/dTzQeo3/zL+EftUuzqXMvxdaQ0QEXMy/bKp1mlYizL/ESsgQ7PjLv1wWl4br38u/deg923vXy79KnBjuw9/Lvx4Ng57q+Mu/LhbZyxYjzL+5knZVb17Mv/xdtxobq8y/OFP3+kAJzb+rTZLVB3nNv5Qo5ImW+s2/Mb9I9xOOzr/A7Bv9pjPPv4KMuXp268+/2ry+p9Ra0L/Mx2EtM8nQv7TU8z3qQNG/MtEiSQ3C0b/nqpy+r0zSvwAAAAAAAPh/GfP4mL+U3b9GNYjx7a/cv0/5El0o0du/GEf6EYH42r9/Jp9GCibav2qfYjHWWdm/u7mlCPeT2L9XfckCf9TXvx3yLlaAG9e/8R83OQ1p1r+1DkPiN73Vv03Gs4cSGNW/m07qX6951L+Dr0ehIOLTv+fwLIJ4UdO/qRr7OMnH0r+rNBP8JEXSv9BG1gGeydG/+1ilgEZV0b8Qc+GuMOjQv/Cc68JugtC/f94k8xIk0L8/f9zrXprPv2WQUQOt+86/OABrmTRszr993uoaGuzNv/k6k/SBe82/ciUmk5Aazb+vrWVjasnMv3DjE9IziMy/ftbySxFXzL+glsQ9JzbMv5gzSxSaJcy/Lb1IPI4lzL8kQ38iKDbMv0PVsDOMV8y/ToOf3N6JzL8MXQ2KRM3Mv0ByvKjhIc2/stJupdqHzb8mjubsU//Nv2K05etxiM6/KlUuD1kjz79EgILDLdDPv7si0jqKR9C/QtoqyRiw0L+bbizD1CHRv6jnN1/QnNG/Sk2u0x0h0r9np/BWz67SvwAAAAAAAPh/ZjxchRs73b8QEXbRF1ncvw8grEo+fdu/RbDn7Z+n2r+PCBK4TdjZv9JvFKZYD9m/7yzYtNFM2L/LhkbhyZDXvz/ESChS29a/MizIhnss1r+FBa75VoTVvxmX43314tS/0CdSEGhI1L+N/uKtv7TTvzBif1MNKNO/mpkQ/mGi0r+q63+qziPSv0aftlVkrNG/Tvud/DM80b+iRh+cTtPQvyXIIzHFcdC/ucaUuKgX0L9/ErdeFIrPvzCtwiT1886/S+sevRVtzr+QWp4hmPXNv8eIE0yejc2/sANRNko1zb8OWSnavezMv6MWbzEbtMy/NMr0NYSLzL+EAY3hGnPMv1JKCi4Ba8y/aDI/FVlzzL+DR/6QRIzMv2gXGpvltcy/2y9lLV7wzL+dHrJB0DvNv3Jx09FdmM2/Hrab1ygGzr9jet1MU4XOvwNMayv/Fc+/w7gXbU64z78yp9qFMTbQv1RNi4AvmdC/rBWHIzIF0b8YR7drSnrRv3soBVaJ+NG/twBa3/9/0r+tFp8EvxDTvwAAAAAAAPh/ionhwC7h3L+5DFYy+wHcv2m2O9sPKdu/f0ncfnxW2r/aiIHgUIrZv2Q3dcOcxNi//xcB628F2L+U7W4a2kzXvwN7CBXrmta/MIMXnrLv1b8CyeV4QEvVv18PvWikrdS/KRnnMO4W1L9Iqa2ULYfTv52CWldy/tK/EWg3PMx80r+EHI4GSwLSv9xiqHn+jtG///3PWPYi0b/RsE5nQr7Qvzc+bmjyYNC/Fml4HxYL0L+l6G2fennPv6BF53jv686/6W7wUaptzr9I6hyxyv7Nv4k9AB1wn82/c+4tHLpPzb/Ogjk1yA/Nv2aAtu6538y/BW04z66/zL9yzlJdxq/Mv3cqmR8gsMy/3gafnNvAzL9w6fdaGOLMv/hXN+H1E82/PdjwtZNWzb8K8LdfEarNvyYlIGWODs6/Xv28TCqEzr95/iGdBAvPv0Gu4tw8o8+/QElJSXkm0L9/mGKiIoTQv8IHBz2q6tC/8FmA3B9a0b/rURhEk9LRv5iyGDcUVNK/3j7LeLLe0r+fuXnMfXLTvwAAAAAAAPh/zYMoK/qG3L/mwsfsmKrbv/owFOCd1Nq/nGKTjhcF2r9Z7MqBFDzZv8ZiQEOjedi/dFp5XNK917/2Z/tWsAjXv9ofTLxLWta/tRbxFbOy1b8X4W/t9BHVv5MTTswfeNS/u0IRPELl078gAz/GalnTv1PpXPSn1NK/54nwTwhX0r9reX9imuDRv3JMj7VscdG/kJel0o0J0b9V70dDDKnQv1Ho+5D2T9C/MS6Oirb8z796IF7TkWjPv5zQcg+c486/vGfXUfJtzr//DpetsQfOv4fvvDX3sM2/eTJU/d9pzb/3AGgXiTLNvyOEA5cPC82/JOUxj5DzzL8aTf4SKezMvynlczX29My/dtadCRUOzb8kSoeiojfNv1ZpOxO8cc2/Ll3Fbn68zb/STjDIBhjOv2JnhzJyhM6/BNDVwN0Bz7/csSaGZpDPvwWbwsoUGNC/20L+AKJw0L8A5Utv6dHQvwQWMZ/5O9G/fmozGuGu0b/7dthprirSvw7QpRdwr9K/SgohrTQ9078+us+zCtTTvwAAAAAAAPh/lWyDpH4s3L9CAxja8VLbv5L/Lyvpf9q/ZTZr53Gz2b+dfGleme3Yvx2nyt9sLti/yYouu/l117+F/DRATcTWvy/Rfb50Gda/q92ohX111b/b9lXldNjUv6TxJC1oQtS/6aK1rGSz07+K36ezdyvTv2l8m5GuqtK/bU4wlhYx0r9zKgYRvb7Rv2DlvFGvU9G/FVT0p/rv0L94S0xjrJPQv2igZNPRPtC/lU+6j/Diz78CbasgWlfPv9lC3Pj62s6/4nqMt+1tzr/fvvv7TBDOv5m4aWUzws2/0hEWk7uDzb9SdEAkAFXNv9yJKLgbNs2/NPwN7ignzb8idTBlQijNv2iez7yCOc2/ziErlARbzb8YqYKK4ozNvwreFT83z82/aWokUR0izr/79+1fr4XOv4YwsgoI+s6/zL2w8EF/z7/KpJTYuwrQv9K+rfVhXtC/4YFDn6C60L/XwvUkhR/Rv5hWZNYcjdG/CBIvA3UD0r8HyvX6moLSv3lTWA2cCtO/QIP2iYWb078/LnDAZDXUvwAAAAAAAPh/ke/0Db3R278ntj7UBvvavxKDL4/yKtq/cfNiVIxh2b9ipHQ54J7YvwEzAFT64te/bjyhueYt17/JXfN/sX/Wvyk0krxm2NW/slwZhRI41b+BdCTvwJ7Uv7UYTxB+DNS/a+Y0/lWB07/CenHOVP3Sv9dyoJaGgNK/yWtdbPcK0r+1AkRls5zRv7vU75bGNdG/9n78Fj3W0L+IngX7In7Qv4vQpliELdC/RGT3itrIz7/PwD+u00XPv/XwXUYM0s6/9C6Jfpxtzr8EtfiBnBjOv2a943sk082/VIKBl0ydzb8MPgkALXfNv8YqsuDdYM2/w4KzZHdazb8+gES3EWTNv3BdnAPFfc2/mlTydKmnzb/2n3021+HNv8B5dXNmLM6/NhwRV2+Hzr+RwYcMCvPOvxCkEL9Ob8+/7/3imVX8z7+0BBtkG03Qv16AoDqFpNC/EY8dZnQE0b/szS389GzRvw7abBIT3tG/lVB2vtpX0r+ezuUVWNrSv0jxVi6XZdO/sVVlHaT507/3mKz4ipbUvwAAAAAAAPh/KfMtSbZ227+Svty12KLav70BV9+61dm/fMMYoWcP2b+aCp7W6U/Yv+3dYltMl9e/QUTjCprl1r9rRJvA3TrWvzblBlgil9W/eC2irHL61L/7I+mZ2WTUv5bPV/th1tO/FjdqrBZP079OYZyIAs/SvwxVamswVtK/IBlQMKvk0b9ctMmyfXrRv5AtU86yF9G/i4toXlW80L8g1YU+cGjQvx0RJ0oOHNC/qoyQuXSuz78w98qj/jPPv2hv9QnQyM6/9wIIo/5szr98v/oloCDOv5qyxUnK482/8OlgxZK2zb8gc8RPD5nNv8pb6J9Vi82/j7HEbHuNzb8RglFtlp/Nv+7ahli8wc2/yslc5QL0zb9GXMvKfzbOvwKgyr9Iic6/naJSe3Pszr+6cVu0FWDPv/oa3SFF5M+//tVnvYs80L8xmRU7UY/Qv+fdc+V96tC/8Kr+lxxO0b8cBzIuOLrRvzv5iYPbLtK/IIiCcxGs0r+ZupfZ5DHTv3eXRZFgwNO/iyUIdo9X1L+la1tjfPfUvwAAAAAAAPh/P2eLOGsb27952jlaaErav9GZjO9CgNm/ENHHmQS92L/yqy/6tgDYvz1WCLJjS9e/sPuVYhSd1r8UyByt0vXVvyXn4DKoVdW/qIQmlZ681L9fzDF1vyrUvw7qRnQUoNO/eAmqM6cc079dVp9UgaDSv4L8anisK9K/qidRQDK+0b+TA5ZNHFjRvwS8fUF0+dC/v3xMvUOi0L+GcUZilFLQvxrGr9FvCtC/gUyZWb+Tz792e8Ip2yHPv5hwY1ZGv86/aoMEIhRszr9yCy7PVyjOvzdgaKAk9M2/Pdk72I3Pzb8KzjC5prrNvyKWz4WCtc2/ComggDTAzb9I/ivsz9rNv2FN+gpoBc6/282THxBAzr8414Bs24rOvwLBSTTd5c6/uuJ2uShRz7/mk5A+0czPvwaWDwN1LNC/WYFVKcN60L+uN16zXNHQv8jkbUJLMNG/abTId5iX0b9T0rL0TQfSv0pqcFp1f9K/EKhFShgA079ot3ZlQInTvxTER033GtS/1vn8oka11L9yhNoHOFjVvwAAAAAAAPh/SBIUv9y/2r9/gUKdtvHZv7MyVpSLKtm/3EtGC2Rq2L/m8glpSLHXv8lNmBRB/9a/c4LodFZU1r/etvHwkLDVv/gQq+/4E9W/tbYL2JZ+1L8HzgoRc/DTv+R8nwGWadO/POnAEAjq0r8FOWal0XHSvzCShib7ANK/rxoZ+4yX0b92+BSKjzXRv3lRcToL29C/qkslcwiI0L/9DCibjzzQv8Z24TJS8c+/ovnsqbp4z7907mBpaQ/PvyChKz9vtc6/i107+dxqzr+eb35lwy/Ovz0j41EzBM6/UMRXjD3ozb+6nsri8tvNv2T+KSNk382/MC9kG6Lyzb8KfWeZvRXOv9IzImvHSM6/cp+CXtCLzr/OC3dB6d7Ov87E7eEiQs+/VhbVDY61z78mpo3JnRzQv0xZ1x+eZtC/j8q+cNC40L/jHzsjPRPRvzp/Q57sddG/hw7PSOfg0b++89SJNVTSv9BUTMjfz9K/tFcsa+5T079YImzZaeDTv7PaAnpaddS/tabns8gS1b9UrBHuvLjVvwAAAAAAAPh/tFx2wAtk2r8PwoVbxJjZv2ps16KV1Ni/UmsDw4YX2L9UzqHonmHXv/ykSkDlsta/2/6V9mAL1r9/6xs4GWvVv3F6dDEV0tS/Qrs3D1xA1L99vf399LXTv7WQXirnMtO/c0TywDm30r9J6FDu80LSv8GLEt8c1tG/aj7Pv7tw0b/QDx+91xLRv4MPmgN4vNC/EE3Yv6Nt0L8E2HEeYibQv9p//Zd0zc+/sygu6mZdz7+uyaWMqfzOv+WBlNhKq86/dHAqJ1lpzr92tJfR4jbOvwZtDDH2E86/Qbm4nqEAzr9CuMxz8/zNvySJeAn6CM6/AUvsuMMkzr/4HFjbXlDOvyAe7MnZi86/lm3Y3ULXzr94Kk1wqDLPv95zetoYns+/cjTIOtEM0L9UlF/NqVLQvyJpm1GdoNC/aMIT9LL20L+2r2Dh8VTRv5hAGkZhu9G/noTYTggq0r9TizMo7qDSv0Vkw/4ZINO/BR8g/5Kn078cy+FVYDfUvxx4oC+Jz9S/kDX0uBRw1b8GE3UeChnWvwAAAAAAAPh/zxoGIfkH2r/1HDNykj/Zv7qNz/Bhfti/BHAFj23E17+zxv4+uxHXv66U5fJQZta/19zjnDTC1b8YoiMvbCXVv07nzpv9j9S/Ya8P1e4B1L80/Q/NRXvTv63T+XUI/NK/sTX3wTyE0r8iJjKj6BPSv+Wn1AsSq9G/370I7r5J0b/yavg79e/QvwSyzee6ndC/+ZWy4xVT0L+2GdEhDBDQvz2ApihHqc+/MBjGWsRBz78KAVW+m+nOv5RApzfZoM6/mtwQq4hnzr/i2uX8tT3OvzRBehFtI86/WRUizbkYzr8cXTEUqB3Ov0Ie/MpDMs6/lF7W1ZhWzr/eIxQZs4rOv+VzCXmezs6/dFQK2mYiz79Qy2ogGIbPv0fefjC++c+/jklNd7I+0L/O94gfjIjQv8d8HANy2tC/XNsxFGo00b9zFvNEepbRv/AwioeoANK/ty0hzvpy0r+sD+IKd+3Sv7PZ9i8jcNO/sY6JLwX707+LMcT7Io7UvyTF0IaCKdW/YUzZwinN1b8mygeiHnnWvwAAAAAAAPh/11S6xaWr2b81Xxi/IebYv4twl1TxJ9i/QaPnPRlx17+3EbkynsHWv1rWu+qEGda/iQugHdJ41b+0yxWDit/UvzgxzdKyTdS/f1Z2xE/D07/vVcEPZkDTv+5JXmz6xNK/40z9kRFR0r81eU44sOTRv0rpARfbf9G/hrfH5ZYi0b9P/k9c6MzQvw7YSjLUftC/KF9oH1840L8GXLG2G/PPvwq+lzvKhM+/KhnkPNMlz78zovYpQNbOv/GNL3Ials6/LhHvhGtlzr+6YJXRPETOv1+xgseXMs6/6zcX1oUwzr8qKbNsED7Ov+a5tvpAW86/7h6C7yCIzr8QjXW6ucTOvxQ58coUEc+/zFdVkDttz78AHgJ6N9nPv0Dgq/uIKtC/CjrbO2pw0L/GNj81RL7Qv9rwh58bFNG/rIJlMvVx0b+iBoil1dfRvyKXn7DBRdK/lE5cC7670r9cR25tzznTv+CbhY76v9O/iWZSJkRO1L+8wYTssOTUv97HzJhFg9W/V5Pa4gYq1r+MPl6C+djWvwAAAAAAAPh/sA0rlBJP2b+Xep8gc4zYvwFtH6VE0de/hVXYnood17+8pPeKSHHWvzzLquaBzNW/ojkfLzov1b+JYILhdJnUv4OwAXs1C9S/LZrKeH+E078gjgpYVgXTv/T87pW9jdK/Qlelr7gd0r+nDVsiS7XRv7iQPWt4VNG/DVF6B0T70L9Cvz50sanQv+5LuC7EX9C/qWcUtH8d0L8gBgEDz8XPv3EdVCj+X8+/fPZ80pMJz79uctb7lsLOv3xyu54Oi86/2NeGtQFjzr+yg5M6d0rOvz1XPCh2Qc6/rTPceAVIzr8y+s0mLF7Ov/2LbCzxg86/QMoShFu5zr8ylhsocv7Ov/7Q4RI8U8+/21vAPsC3z7/8CwnTAhbQv0TzmKEJWNC/X1Q9CPih0L/mnyOE0fPQv3FGeZKZTdG/mrhrsFOv0b/4ZihbAxnSvyfC3A+sitK/vzq2S1EE079YQeKL9oXTv4tGjk2fD9S/8rrnDU+h1L8mDxxKCTvVv7+zWH/R3NW/VhnLKquG1r+GsKDJmTjXvwAAAAAAAPh/5wePckDy2L+GXMx1hzLYv/lC7blcete/U9uWgcLJ1r+fRW4PuyDWv/ChGKZIf9W/UxA7iG3l1L/gsHr4K1PUv56jfDmGyNO/ogjmjX5F07/5/1s4F8rSv7epg3tSVtK/6iUCmjLq0b+llHzWuYXRv/QVmHPqKNG/6cn5s8bT0L+U0EbaUIbQvwRKJCmLQNC/S1Y343cC0L/wKkqWMpjPvzdPJUfjOs+/jllKXgbtzr8QigNhoK7Ov+Igm9S1f86/IV5bPktgzr/ugY4jZVDOv2rMfgkIUM6/t312dThfzr/y1b/s+n3OvzwVpfRTrM6/tntwEkjqzr+BSWzL2zfPv7u+4qQTlc+/xA0PEvoA0L8CUDTnQD/QvylGhpRghdC/SBCqXFvT0L9yzkSCMynRv7Og+0frhtG/Hqdz8ITs0b/DAVK+AlrSv7DQO/Rmz9K/+DPW1LNM07+pS8ai69HTv9M3saAQX9S/iRg8ESX01L/ZDQw3K5HVv9M3xlQlNta/h7YPrRXj1r8Gqo2C/pfXvwAAAAAAAPh/OYm5RzCV2L98wzqeX9jXvywCGms6I9e/r4hxtsF11r9mmluI9s/Vv7t68ujZMdW/EG1Q4Gyb1L/QtI92sAzUv1qVyrOlhdO/GFIboE0G079sLpxDqY7Sv8BtZ6a5HtK/eFOX0H+20b/3IkbK/FXRv6Yfjpsx/dC/6YyJTB+s0L8lrlLlxmLQv8DGA24pIdC/OzRu3Y/Oz79Q1w3fRmrPv4D9GvF5Fc+/ni3KIyvQzr9z7k+HXJrOv8XG4CsQdM6/ZD2xIUhdzr8a2fV4BlbOv7Ig40FNXs6/9pqtjB52zr+1zolpfJ3Ov7RCrOho1M6/w31JGuYaz7+sBpYO9nDPvzhkxtWa1s+/m44HQOsl0L83XNKOVWjQv1XeXV+NstC/XFjEuZME0b+yDSCmaV7Rv7tBiywQwNG/3DcgVYgp0r9+M/kn05rSvwN4MK3xE9O/0kjg7OSU079Q6SLvrR3Uv+KcErxNrtS/8KbJW8VG1b/eSmLWFefVvxHM9jNAj9a/722hfEU/17/fc3y4JvfXvwAAAAAAAPh/ihwY++I32L/3Ehx6/H3Xv8rwT5Hey9a/NatDDokh1r9pN4e++37Vv5aKqm825NS/75k97zhR1L+oWtAKA8bTv+7B8o+UQtO/9cQ0TO3G0r/tWCYNDVPSvwlzV6Dz5tG/fAhY06CC0b91DrhzFCbRvyd6B09O0dC/w0DWMk6E0L96V7TsEz/Qv36zMUqfAdC//5O8MeCXz79lIJRMDDzPv4z2CYDC786/3AA+ZwKzzr+2KVCdy4XOv3tbYL0daM6/koCOYvhZzr9bg/onW1vOvzhOxKhFbM6/kMsLgLeMzr/G5fBIsLzOvziHk54v/M6/TpoTHDVLz79qCZFcwKnPv3fflX3oC9C/n9KBSbNK0L9fU5xfQJHQv+hWdY2P39C/atKcoKA10b8au6Jmc5PRvycGF60H+dG/w6iJQV1m0r8gmIrxc9vSv2/JqYpLWNO/4jF32uPc07+rxoKuPGnUv/p8XNRV/dS/AkqUGS+Z1b/1IrpLyDzWvwP9XTgh6Na/Xs0PrTmb1784iV93EVbYvwAAAAAAAPh/Z1KwdFna17/0JTXqXiPXv8VwyAVKdNa/3IJzWhnN1b86rD97yy3Vv+U8NvteltS/34RgbdIG1L8t1MdkJH/Tv856dXRT/9K/yMhyL16H0r8cDskoQxfSv9GagfMAr9G/5r6lIpZO0b9gyj5JAfbQv0MNVvpApdC/kdf0yFNc0L9MeSRIOBvQv/CE3BXaw8+/MAa3SOFgz79fFutOgw3Pv4JVi069yc6/oGOqbYyVzr/C4FrS7XDOv+hsr6LeW86/HKi6BFxWzr9kMo8eY2DOv8arPxbxec6/SLTeEQOjzr/v6343ltvOv8TyMq2nI8+/yGgNmTR7z78I7iAhOuLPv0IRwLVaLNC/JNMez1Fv0L+rDLbvALrQv9oNj6pmDNG/tiazkoFm0b9Apys7UMjRv3zfATfRMdK/bB8/GQOj0r8Wt+x05BvTv3r2E91znNO/nS2+5K8k1L+ArPQel7TUvyjDwB4oTNW/mMErd2Hr1b/U9z67QZLWv9u1A37HQNe/tUuDUvH2179iCcfLvbTYvwAAAAAAAPh/CIAdnZR8178CINzPh8jWv6XjSaJ9HNa/RznwbHN41b8+j1iIZtzUv+VTDE1USNS/kPWUEzq807+c4ns0FTjTv1yJSgjju9K/KViK56BH0r9cvcQqTNvRv00ngyridtG/VARPP2Aa0b/IwrHBw8XQvwHRNAoKedC/V51hcTA00L9ELIOfaO7Pv3NTvPslhM+/6oyBqJMpz79ateVWrN7Ov3Kp+7dqo86/40XWfMl3zr9eZ4hWw1vOv4/qJPZST86/KKy+DHNSzr/WiGhLHmXOv0xdNWNPh86/OAY4BQG5zr9OYIPiLfrOvzZIKqzQSs+/pJo/E+Sqz78kGmtkMQ3Qv+h4AL+jTNC/+FfpccaT0L+oJa/VluLQv1RQ20ISOdG/UUb3ETaX0b/4dYyb//zRv6FNJDhsatK/oztIQHnf0r9XroEMJFzTvxQUWvVp4NO/M9taU0hs1L8Jcg1/vP/Uv/FG+9DDmtW/QsitoVs91r9TZK5JgefWv32JhiEymde/GKa/gWtS2L96KOPCKhPZvwAAAAAAAPh/3HyOXZUe17/nPPYMeG3WvwqNJUF6xNW/3dcvGJgj1b/vhyiwzYrUv9cHIycX+tO/KMIym3Bx0796IWsq1vDSv16Q3/JDeNK/anmjErYH0r8xR8qnKJ/Rv0pkZ9CXPtG/SDuOqv/l0L/BNlJUXJXQv0jBxuupTNC/ckX/juQL0L+iWx64EKbPv/vJE+IiRM+/EqsF2Pfxzr8T1BrWh6/OvyYaehjLfM6/dlJK27lZzr8sUrJaTEbOv2zu2NJ6Qs6/Zfzkfz1Ozr89Uf2djGnOvxzCSGlglM6/LSTuHbHOzr+aTBT4dhjPv4gQ4jOqcc+/I0V+DUPaz7/K34fgHCnQv4GqXkXDbNC/TO1W0xC40L/AEoSoAQvRv2+F+eKRZdG/8K/KoL3H0b/X/AoAgTHSv7fWzR7YotK/JqgmG78b07+52ygTMpzTvwTc5yQtJNS/mhN3bqyz1L8Q7ekNrErVv/vSUyEo6dW/8S/IxhyP1r+FblochjzXv0v5HUBg8de/2DomUKet2L/CnYZqV3HZvw==\",\"dtype\":\"float64\",\"shape\":[2957]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1682]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2957]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2396]},{\"__ndarray__\":\"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5uuQ//wfaMpLJ4z+E+wGK59niP/RMSH4y7OE/Dg4LU6wA4T+PUKhLjhfgP2pM/FYjYt4/g0HVa9+a3D/ho5dcw9naPwSX/69BH9k/aT7J7Mxr1z+OvbCZ17/VP+w3cj3UG9Q/A9HJXjWA0j9OrHOEbe3QP5raV2rex84/9G5d71nIyz+lXHClMt3IP6rqCJpNB8Y//1+f2o9Hwz+WA6x03p7AP944Tus8HLw/A+MR1mkstz+Wk5PEDXCyPxixh6Pl0as/mX8mMcYxoz9QXcnPogaWP0DRGu3bUHo/kA/jvTqyf7+b07LEhXSVv36hUuxC/qC/Gu3GP7O+pr+1MNWm//ervzQozvVJU7C/Kpgd7G1jsr9DWmiboSq0v47gvegap7W/Fp0tuQ/Xtr/mAcfxtbi3vwAAAAAAAPh/Y8M9Z1dC7z+MrNwX50zuP2/8aPisVu0/aY/ckOJf7D/HQTFpwWjrP+LvYAmDceo/EnZl+WB66T+vsDjBlIPoPwh81OhXjec/eLQy+OOX5j9TNk13cqPlP/PdHe48sOQ/rIee5Hy+4z/VD8nia87iP8NSl3BD4OE/zCwDFj304D9GegZbkgrgPw8vNo/5Rt4/z8F1x2t+3D93Zb9u7rvaP7PSBpX0/9g/McI/SvFK1z+e7F2eV53VP6EKVaGa99M/7NQYYy1a0j8pBJ3zgsXQPwmiqsUcdM4/V+hqgYVwyz+STGI6JoHIPxNAeBDlpsU/OTSUI6jiwj9Rmp2TVTXAP3nH9wCnP7s/ogMtFBBGtj/Sy6mgsn+xP38Fesy13Kk/GRZrSaonoT/OHYlvtseRP6BUQ3IRTmE/SMVgY64Gib81vyWxZDiavyoQbqgad6O/l/3LCMxOqb+C4g76rZ+uv8B8TP4Ts7G/nz5myFDPs78o1IUbwaK1v6pa3LeYK7e/de+aXQtouL/Wr/LMTFa5vwAAAAAAAPh/c6Tq32Q37z9a2TAjQkLuP8upt1NFTO0/jeOEPahV7D9jVJ6spF7rPxfKCW10Z+o/bRLNSlFw6T8u++0RdXnoPx1Sco4Zg+c/AOVfjHiN5j+ggbzXy5jlP8L1jTxNpeQ/LQ/ahjaz4z+nm6aCwcLiP/do+fsn1OE/4kTYvqPn4D9d+pEu3frfP0a/oqKEK94/CXTucbFh3D83tIA0153aP1obZYJp4Ng/AUWn89sp1z+5zFIgonrVPwpOc6Av09M/hGQUDPgz0j+yq0H7bp3QP0h+DQwQIM4/xHTeiG0Yyz/1cQ2d3STIP/assXhHRsU/4VziS5J9wj+ScW2NSpe/P5XvizLPYro/AqJO54BftT8J9+MLLo+wP8S59ABK56c/xgYBldA6nj+InSDTThGLP3Ddd/1vBWK/vB8DJvYZkb+8ZLKI9/uev+qIgVO876W/HrcdAKDeq79JcOgEhaOwv28UH9iuErO/1FmEGf86tb9E0ulopxq3v4sPIWbZr7i/d6P7sMb4ub/VH0vpoPO6vwAAAAAAAPh/v+u5tyQs7z9EEVXvUTfuPzUxytOUQe0/rHuadCdL7D/FIEfhQ1TrP5hQUSkkXeo/QDs6XAJm6T/dEIOJGG/oP4MBrcCgeOc/Tj05EdWC5j9c9KiK743lP8dWfTwqmuQ/qZQ3Nr+n4z8e3liH6LbiPz5jYj/gx+E/J1TVbeDa4D/fwWVERuDfP21z+NfED94/KR1ltbBE3D9LH677fX/aPwna1cmgwNg/lq3ePo0I1z8s+sp5t1fVP/ofnZmTrtM/OH9XvZUN0j8gePwDMnXQP8jVHBm5y80/b28f7BLAyj+nfQW/WcjHP9jA08915cQ/cvmOXE8Ywj+uz3dGncO+P/KYvsO3hbk/f8/7rL54tD9m6HH8BD2vP9EP/2an8aU/lC1kIwsmmj9A/HfSAZOCP3itUcE3rHq/gAsneV+wlb+H74rgmN+hv1Fx/WshaKi/bgnYZihurr8Z24NsBvexv/W6POUWcrS/fCONIXWmtr/Uk2ulUJK4vyaLzvTYM7q/nIiskz2Ju79gC/wFrpC8vwAAAAAAAPh/2eylCpcg7z9CCX6XFizuPwF2OpObNu0/3YFGUGBA7D+cew0hn0nrPwmy+leSUuo/7XN5R3Rb6T8VEPVBf2ToP0XV2Jntbec/RxKQofl35j/nFYar3YLlP+suJgrUjuQ/HqzbDxec4z9M3BEP4ariPzkONFpsu+E/sZCtQ/PN4D/6ZNM7YMXfP8aEp3a6890/YB6u3Gkn3D9Zz70S42DaP0E1rb2aoNg/r+1SggXn1j8yloUFmDTVP1zMG+zGidM/vy3s2gbn0T/vV812zEzQP//QK8kYd80///k4knZnyj8HZm+Sm2vHPzpQfBNxhMQ/wfMMX+CywT9zF519pe+9P5ym3PhiqLg/QAszw8uRsz9Yd/XfZFutP2ZcHCXT+6M/MGQf+Q4Rlj+YKCNoOCl0P1x4QgukKoa/lNV0GIdGmr+DFIRoA0Gkv6iu+HBD4Kq/VKZxP69+sL/0gMe1V0qzv+twI4hI0bW/9f8qI68RuL/Gt4PzuAm6vxIi02WTt7u/kci+5msZvb/6NOziby2+vwAAAAAAAPh/QsFp9bsU7z/PUZs3kCDuPxBGV61ZK+0/thRh61I17D9xNHyGtj7rP/gbbBO/R+o/+kH0JqdQ6T8sHdhVqVnoPz8k2zQAY+c/583AWOZs5j/TkExWlnflP7vjQcJKg+Q/Tj1kMT6Q4z9CFHc4q57iP0ffPWzMruE/EBV8YdzA4D+bWOpZK6rfP2o32cZl190/8rNLM90J3D+Vu8jIBkLaP7s717BXgNg/ySH+FEXF1j8mW8QeRBHVPzHVsPfJZNM/VH1KyUvA0T/zQBi9PiTQP+4aQvkvIs0/faDXYpkOyj9n7f4JpA7HP3HcxUE6I8Q/bEg6XUZNwT84GNReZRu9P5oExhbTyrc/lgtmiKqqsj9+xZ+zgHmrP2Z/PmLSBaI/3F+/0eb7kT/AlLDuRGNJPyB540Pd/o6/WI0H8mDcnr/Aiy4YNaKmv1XCQeIbWK2/oP+CxR3Gsb+o6yFjdZ20v6/v4SNAMLe/JlanYal8ub9yaVZ23IC7v/9z07sEO72/OsACjE2pvr+NmMhA4sm/vwAAAAAAAPh/+wCBlZMI7z9nEVfsvhTuP9wVJD7PH+0/fwRxYf8p7D9z08YsijPrP+F4rnaqPOo/7OqwFZtF6T+8H1fglk7oP3UNKq3YV+c/O6qyUpth5j827HmnGWzlP43JCIKOd+Q/YjjouDSE4z/eLqEiR5LiPyajvJUAouE/X4vD6Juz4D9Xu33kp47fP2kgbxHHut0/PTJtBQvs2z8h3Ylt6SLaP14N1/bXX9g/Qa9mTkyj1j8Vr0ohvO3UPyL5lBydP9M/tnlX7WSZ0T84OkiBEvfPP0CfGYf/zMw/FvtGRny1yT9UJvQYdLHGP435RFnSwcM/Xk1dYYLnwD+o9MEW30a8Pxyy52IK7bY/OYRzW13DsT9sOFppXZepP4FWuEWqD6A/1BND0jrNiz9QndEYfqBrvwLHIyhY6ZO/qjVuevC4ob8IrhKsJwOpvz/qb0Ckz6+/+EN7Z1wNs79dkov3W/C1vyMvIRz6jri/JGn0IGDnur8uj71Rt/e8vxTwNPoovr6/VG0JM28cwL/gzodwALPAvwAAAAAAAPh/LnknCR787j89vRXTogjuP7+6WGL8E+0/ko6rzmUe7D+UVckvGijrP6YsbZ1UMeo/qTBSL1A66T9/fjP9R0PoPwMzzB53TOc/FWvXqxhW5j+aQxC8Z2DlP3DZMWefa+Q/dkn3xPp34z+PsBvttIXiP5crWvcIleE/cddt+zGm4D/1oSMi1nLfPylqAqDend0/PkHun/PN2z/1YF1RiwPaPwwDxuMbP9g/SGGehhuB1j9otVxpAMrUPyQ5d7tAGtM/RCZkrFJy0T8ObTPXWKXPP1hHHFGId8w/5E5vJSBcyT809xizDFTGP8izBVk6YMM/JPghdpWBwD9+b7TSFHK7P0DMNSMLD7Y/iu2gm+bbsD+9dJ3z/7SnPxBnYO6/Mpw/RJWv9nqigz9oPu3pkcx+v7BLtfsCU5i/xkZ5iH0DpL+ovGfh1GOrv7scegZrI7G/mHe2x2dUtL/oB5D2B0O3v6vmLdVy7bm/5yy3pc9RvL+Y81KqRW6+v94plBJ+IMC/KjMvLA3kwL8wIg7D44DBvwAAAAAAAPh/AuFYb1vv7j8m0PUJPPztP34jYTfhB+0/IRf0T4YS7D8X5wesZhzrP3bP9aO9Jeo/TgwXkMYu6T+y2cTIvDfoP61zWKbbQOc/VBYrgV5K5j+2/ZWxgFTlP+Zl8o99X+Q/9IqZdJBr4z/wqOS39HjiP+v7LLLlh+E/+L/Lu56Y4D9HYjRatlbfPwEX47ysgN0/PxZWUJev2z8k2D/F7OPZP9LUUswjHtg/aIRBFrNe1j8NX75TEabUP9rcezW19NI/9nUsbBVL0T8ERQVRUVPPP0O1YTbLIcw/4yzT6YUCyT8unL7MbvbFP2PziEBz/sI/zCKXpoAbwD9HNZzACJ26P2KWJZ7XMLU/1ZIoUZHorz/iXWRFbdKlP+qdJD3xRZg/ODgxEkfvdj9QY7GnMeSHvxTf4oBjvJy/CFy1m9FNpr9SXSR2NsStvytZFWXVXrK/AU0aiTybtb+lKVfkdZW4v44OArSmS7u/PhtRNfS7vb8pb3qlg+S/v+QU2iC94cC/TDWao36rwb+IqJj5mE7CvwAAAAAAAPh/kozQ50vi7j+mf8+viu/tPxcPXdt9++w/QuHbAmEG7D95nK6+bxDrPx7nN6flGeo/hWfaVP4i6T8OxPhf9SvoPwyj9WAGNec/3Koz8Gw+5j/WgRWmZEjlP1jO/RopU+Q/uTZP5/Ve4z9UYWyjBmziP4P0t+eWeuE/npaUTOKK4D/+28nUSDrfPwJCF7MxY90/+6vWZPaQ2z+eZs0aDsTZP5y+wAXw/Nc/rAB2VhM81j+BebI974HUP8x1O+z6ztI/QkLWkq0j0T8uV5DE/ADPPwH9rBbJy8s/XA+Nfa6oyD+uJ7tam5jFP1zfwQ9+nMI/oJ9X/Ilqvz/SJAcPvce5PyyBpxpyUrQ/686bxAsZrj8JFR9Squ+jP6p0BsjyWJQ/wIlUDlBmWj+0jtCk4TCQvwwjYw63kqC/GolTreaXqL/+iYcUIxKwvwivtf0NmrO/2AAfT9fhtr+hTK5Foue5v5FfTh6Sqby/4QbqFcolv7/eB7a0Nq3Av6uj36rPosG/cD3ni8Fywr/EO0L2HRzDvwAAAAAAAPh/+h0Jk+/U7j9AbzTkjuLtP73BH23S7uw/ScWhBfb56z+tKZGFNQTrP7+exMTMDeo/UtQSm/cW6T83elLg8R/oPz5AWmz3KOc/OtYAF0Qy5j/96xy4EzzlP1oxhSeiRuQ/IlYQPStS4z8oCpXQ6l7iPzz96bkcbeE/Mt/l0Px84D+yv77ajR3fPwpeWs5tRd0/DflLLBFy2z9j8ECk76PZP6yj5uWA29c/jXLqoDwZ1j+tvPmEml3UP6rhwUESqdI/K0Hwhhv80D+ldWQIXK7OP4xcatKCdcs/UfZMy5pOyD87AmdSkzrFP5A/E8dbOsI/OttYEcedvj9FlxrtM/K4P9gxIeDcc7M/AVNEUkFJrD+d+aUNvAyiP2SppN/Oa5A/EOy5nPB3Y78gx5HDc2+Uv5p8upoLx6K/uGw1t7bhqr9wW+fc/kGxv/WujZIR1bS/XTLYvTQouL8VZxGgiTm7v4zOg3oxB76/H/U8x6ZHwL/KHZ+O/2fBv/+hDbSzY8K/ecIt2NM5w7/uv6SbcOnDvwAAAAAAAPh/nzQ8kkbH7j/xYW/HSNXtPzi4Lwzf4ew/e+Uxd0Xt6z+9lyofuPfqPwd9zhpzAeo/XkPSgLIK6T/MmOpnshPoP1ErzOauHOc/9qgrFOQl5j/Av70Gji/lP7cdN9XoOeQ/4XBMljBF4z9FZ7JgoVHiP+euHUt3X+E/z/VCbO5u4D8B1K21hQDfPwZzHFthJ90/vSQ79udS2z8tRXO0kYPZP2cwLsPWudc/dULVTy/21T9n19GHEznUP0FLjZj7gtI/Fvpwr1/U0D/hf8zzb1vOP7zxrEr5Hss/1QFWvkv0xz9CaJqpV9zEPxvdTGcN2ME/BDGApLrQvT8CpY2Kbxy4P3eGZzYalbI/G4tmuzZ5qj/ypCxspymgP5DrsKkf/Yg/aJZ+9DIRer9WR/kGxK2Yv1lXD5kp+6S/ZA39szsrrb+/cn10q3Gyv5//XubcD7a/IL39eVFuub8NO7R5KIu8vzMJ3S+BZL+/tltpcz38wL+/6nd0miLCv5x5R0BnJMO/NlAFfLMAxL9ytt7MjrbEvwAAAAAAAPh/hRpiB1G57j/a6YN6uMftP1tZxtij1Ow/BmEld0/g6z/T+Jyq9+rqP8EYKcjY9Ok/zLjFJC/+6D/10G4VNwfoPzBZIO8sEOc/fUnWBk0Z5j/XmYyx0yLlPz9CP0T9LOQ/rTrqEwY44z8he4l1KkTiP5T7GL6mUeE/BLSUQrdg4D/XOPGvMOPeP5BZgaYMCd0/LLrREnsz2z+iStqe9GLZP+36kvTxl9c/B7vzvevS1T/nevSkWhTUP4MqjVO3XNI/2Lm1c3qs0D+4McxeOQjOPxRvLGEtyMo/rgt8QsKZxz9856pW6X3EP27iqPGTdcE/97jLzmYDvT8Ya6MXcka3Py6buGUstrE/LRLWwfCoqD/m0mnE4oycP/DvNPF/IoE/LNqFgPgyhb+uXK9Gx+ucv5frlT0LL6e/hK4cn290r7+zOxa8JaGzvzrjgrxsSre/8430KCq0ur/4e4tZe9y9v7P2M9O+YMC/MRHVM6ewwb+CLbl6Bd3Cv7Vr8FPo5MO/2OuKa17HxL/6zZhtdoPFvwAAAAAAAPh/228xFQ+r7j8pFi4f3rntP+mlz/Mgx+w/UgXCJRTT6z+TGrFH9N3qP+TLSOz95+k/d/80pm3x6D+CmyEIgPrnPzeGuqRxA+c/zaWrDn8M5j904KDY5BXlP2QcRpXfH+Q/zz9H16sq4z/uMFAxhjbiP+zVDDarQ+E/BxUpeFdS4D/WqKEUj8XeP6D0X/5v6tw/1dnk0soT2z/bJIi3GELZPxuiodHSddc//R2JRnKv1T/tZJY7cO/TP0xDIdZFNtI/iIWBO2yE0D8O8B0iubTNP2nOQvgfcco/5z4hRP8+xz9f2mhQSR/EP6I5yWfwEsE/Aevjqc01vD+MTSXFPXC2P5LMtbYV17A/VzPpJ3TYpj8QmgPJPcaYP9BLnm+mj3I/tNAJxANdjb+XiKItuZSgv4UQLr2qYqm/VFRzOqbesL/r9gaVatC0v2C+8ti9hLi/EnnXcLv5u79d9VXHfi2/v9CAh6MRD8G/H7ZRLeJkwr/MAVq2PpfDvwLL8PM0pcS/9Hhmm9KNxb/PcgtiJVDGvwAAAAAAAPh/pdQe34Cc7j8uH+LXuavtP6Dm6X5Wuew/qP35o5PF6z/mNtYWrtDqPwllQqfi2uk/u1oCJW7k6D+l6tlfje3nP2znjCd99uY/uyPfS3r/5T8/cpScwQjlP5ylcOmPEuQ/gZA3AiId4z+TBa22tCjiP3zXlNaENeE/59iyMc9D4D/0uJUvoafeP8NpQbGLy9w/h2nwh9fz2j+YXSpT/iDZP0XrdrJ5U9c/47ddRcOL1T/GaGarVMrTPz2jGISnD9I/mwz8bjVc0D9klDAX8GDNP7AC6vLRGco/ta4zsAPkxj8c4xyOeMDDP43qtMsjsMA/Wh8WUPFnuz80Ol3E1Jm1P/91u+Sw768//W1ssMUHpT8IDhXQaf+UP4DruvTh0kY/HnP651LDkr8LvigPXbOivzZ3ck0Clqu/OZ1OGeYCsr+f7jXhdv+1v4CaUADNvrm/jwuA+AE/vb9B1tKlFz/Avwd00T03vcG/eZQshewYw7/u7NQ8RFHEv8IyuyVLZcW/UBvQAA5Uxr/yWwSPmRzHvwAAAAAAAPh/k5BciaaN7j+wEMzHS53tP5pYZZxEq+w/I4FrE8636z8eoyE5JcPqP2TXyhmHzek/yDaqwTDX6D8h2gI9X+DnPz/aF5hP6eY/+k8s3z7y5T8mVIMeavvkP5n/X2IOBeQ/KGsFt2gP4z+or7YothriP+3ltsMzJ+E/zSZJlB414D80FmFNZ4neP1ZXYA5grNw/q0IWhKHT2j/ZCQnHpf/YP4zevu/mMNc/cPK9Ft9n1T8ud4xUCKXTP2yesMHc6NE/1pmwdtYz0D8tNiUY3wzNP6+nuTREwsk/g+sqdNCIxj/8ZIUHeGHDP2931R8vTcA/ZQxP3NOZuj8m6Q9HOcO0P6qXDMTtMK4/H/aVHuo2oz8Q9trDcDiRP0DEtNtqtWm/IqVlmOTXlr+Hike1ydGkv9bmxyQMya2/ES1Ba/Qms7+bqyKDRy63v12o7/eW+Lq/rVyPZ/qDvr/zgPS3ROfAv67ocdcta8K/OYIzYcTMw7896iwkFAvFv2e9Ue8oJca/ZJiVkQ4ax7/gF+zZ0OjHvwAAAAAAAPh/+jjaOIB+7j9qcs8SlI7tP9nXQ2/rnOw//H5glsOp6z98fU7QWbXqPw7pNmXrv+k/X9dCnbXJ6D8iXpvA9dLnPwGTaRfp2+Y/r4vW6czk5T/aXQuA3u3kPzYfMSJb9+M/buVwGIAB4z83xvOqigziPzzX4iG4GOE/MC5nxUUm4D99wVO74WrePzUJqGXtjNw/5F4dGimz2j/t7QVpD97YP67hs+IaDtc/hmV5F8ZD1T/YpKiXi3/TP/zKk/PlwdE/VwONu08L0D+Q8sz/hrjMP1yw5KF3ask/zZYFfmYtxj+n/NO0SALDP0hx6M0m1L8/F0MVanfLuT8kHHd/beyzP+5TrZ7mcaw/GDT5NeZloT8gz4wdueKKP7CPGlRlj3y/ngRSOizsmr8wgvyN+e+mv6B2bHrC+6+/TMLzL85KtL+YKO5d2Vy4v7TA3IUYMry/Id12ZqHIv78v6DnfRI/Bv3V2RabzGMO/qsK552eAxL8JdvKCrMTFv9c5S1fM5Ma/U7cfRNLfx7+/l8soybTIvwAAAAAAAPh//1REEw5v7j/L7obdkn/tP0qIOBtLjuw/LEnOT3Sb6z8kWb3+S6fqP+bfeqsPsuk/JQV82fy76D+Y8DUMUcXnP+3JHcdJzuY/27iojSTX5T8V5UvjHuDkP012fEt26eM/OJSvSWjz4j+LZlphMv7hP/YU8hUSCuE/MMfr6kQX4D/SSXnHEEzeP6urswc0bdw/VQNxnW6S2j80oJuPO7zYP6/RHeUV69Y/L+fhpHgf1T8bMNLV3lnTP9j72H7DmtE/mzPBTUPFzz/Csqap6GPMP/4TNx9tEsk/EPZGvMbRxT/M96qO66LCP/xvb0ijDb8/9KqDFd78uD8G3jugcxWzP7iNggigsqo/NIz0dH0pnz/ggcU2blSDP9CfFhrFIYa/ILCwFR8An7+RNPQH5w2pvyFhQ8MPF7G/8MKeZ3Butb8iAmNVKYu5vxrh5nBOa72/HpFAz3mGwL/zQ0RhFjfCvz/qqeCGxsO/OOWcP9Uzxb8NlkhwC37Gv/Fd2GQzpMe/FZ53D1elyL+st1FigIDJvwAAAAAAAPh/4/8DP1Bf7j/490NNSHDtP9d8p8Rjf+w/Wz1VY+CM6z9j6HPn+5jqP8osKg/0o+k/a7memAau6D8oPfhBcbfnP9hmXclxwOY/WeX07EXJ5T+JZ+VqK9LkP0WcVQFg2+M/ZzJsbiHl4j/P2E9wre/hP1Y+J8VB++A/3REZKxwI4D92BJjA9CzeP6F8zUU0Tdw/8ukfYnJx2j8hqtyRKprYP+oaUVHYx9Y/BprKHPf61D8whZZwAjTTPxo6Asl1c9E/By22RJlzzz9E8NzxBA/MP2d5E5Ilusg/2YP0HfJ1xT8QyxqOYUPCP/oUQrbVRr4/M/tD+wkuuD+Xv3DcTT6yPzey+5Ue86g/gPqC4PCGmz/wcO5QKYx3P3C1EWh9+42/iUe6OdmJob+K0piSjCurv0yQGsEOMLK/7SESE9iRtr9Pp/1NNLm6v4qpp4A1pL6/21jt3HYowb93pDCEt97Cvyb8gr3lc8S/eqRJkArnxb/74ekDLzfHvzr5yB9cY8i/xC5M65pqyb8mx9ht9EvKvwAAAAAAAPh/fok+40ZP7j/iag6ItGDtP+VcpZA1cOw/MmxA9Qd+6z9xpRyuaYrqP1QVd7OYlek/gciM/dKf6D+sy5qEVqnnP3cr3kBhsuY/lvSTKjG75T+vM/k5BMTkP3P1SmcYzeM/jUbGqqvW4j+pM6j8++DhP3PJLVVH7OA/LCkoWZfx3z96QzD2jQ3ePyr77XHuLNw/mGnbvDRQ2j8YqHLH3HfYPwPQLYJipNY/tPqG3UHW1D+CQfjJ9g3TP8C9+zf9S9E/lxEXMKIhzz/yd0O13LnLP0zhcOChYcg/SICTkukZxT+eh5+sq+PBP/hTEh/Af70/LDSJOP1etz8pFYxn/maxP7a4BtxmM6c/dLxdNzDklz+AWhYeAd9gP2rMIXtj6pK/uTrXzm2To78YzSCe5Eitv0ZpzlPbSLO/JkC9MwK1t7/WhfQs9+a7v/LUi33K3L+/C2TNMUbKwb/yfJyOJobDv3wCP3QOIcW//cHAAQaaxr/BiC1WFfDHvxokkZBEIsm/VmH3z5svyr/HDWwzIxfLvwAAAAAAAPh/7BTVJ/I+7j/RMKS011DtPxwI96TAYOw/+j6FKutu6z+PeQZ3lXvqPwlcMrz9huk/i4rAK2KR6D9FqWj3AJvnP1hc4lAYpOY/8kflaeas5T84ECl0qbXkP1dZZaGfvuM/d8dRIwfI4j/B/qUrHtLhP1ujGewi3eA/5LLILKfS3z9Vinu43O3dP18Vu95iDNw/VJz2ArYu2j+EZ52IUlXYP0O/HtO0gNY/5OvpRVmx1D+3NW5EvOfSPwvlGjJaJNE/ZIS+5F7Pzj8CK1XRcGTLP5RO2PDiCMg/tn8mCq69xD8QTx7kyoPBP4maPItkuLw/9hUK67mPtj+aMWJ1h4+wP58dBHB9c6U/PDubAkVBlD8ARZu82LNav0wOMpTG1pa/66bU78ecpb/Vdp2b6WWvvy2a/JhyYbS/cM62y+vXuL/4NkDYbhS9vzzZbRiFisC/1g/mI+Zrwr+kLqrHYS3EvwKl2zz/zcW/UeKbvMVMx7/sVQyAvKjIvy5vTsDq4Mm/dJ2Dtlf0yr8cUM2bCuLLvwAAAAAAAPh/WDVkNVIu7j/l3nj6sUDtP1k4ESgFUew/mBvDKIpf6z+AYiRnf2zqP/Pmyk0jeOk/1YJMR7SC6D8IED++cIznP2xoOB2XleY/42XOzmWe5T9O4pY9G6fkP5K3J9T1r+M/kL8W/TO54j8q1PkiFMPhPz/PZrDUzeA/ahXnH2iz3z/TwGtY4c3dP4JUh9+R69s/OYRlivYM2j++AzIujDLYP9KGGKDPXNY/O8FEtT2M1D+9ZuJCU8HSPxgrHR6N/NA/J4RBONB8zj/gvjEkwg7LP+ttYqrpr8c/x/gqdUBhxD/+xuIuwCPBPzGAwgPF8Ls/Rpf7MELAtT9fRD901m+vPyPguudms6M/zD+PyziekD+A8eZBE8l1v/D36bHdwpq/dhsDQ+Klp788z4T+SsGwv3Jz1a7RebW/R6vE3ZH6ub+4p6M2mEG+v9jMYbJ4JsG/Edm6CVUNw7/9kAV3Z9TEvxaN6k+2esa/12US6kf/x7+3syWbImHJvy0PzbhMn8q/sxCxmMy4y7/CUHqQqKzMvwAAAAAAAPh/CIlDNWcd7j8bVLWBQzDtPxQiGEEDQew/5wZDFuVP6z9+Fg2kJ13qP8lkTY0Jaek/uAXbdMlz6D8+DY39pX3nP0SPOsrdhuY/vp+6fa+P5T+YUuS6WZjkP8O7jiQboeM/L++QXTKq4j/LAMII3rPhP4UE+chcvuA/nRwagtqT3z8nZKonnK3dP4wHUch7yts/qS68qfbq2T9bAZoRig/YP4OnmEWzONY//0hmi+9m1D+wDbEovJrSP24dJ2OW1NA/OkDtAPcpzj8ye5uM0bjKP4g7tfS2Vsc/89CWxKEExD8wi5yHjMPAP/5zRZLjKLs/PloLKZjwtD8Y0YbUV8CtP9Z8TNkn86E/sNpjNyr2iT+4CYqBV3KCv/Re6Yeerp6/olFsb7euqb/wFKwacs+xv598I7T1kba/XsBjbfEcu7/CQLQvcG6/vyIvLnI+wsG/uLxROpGuw79ieejkNXvFv2QVluYxJ8e/BUH+s4qxyL+ErMTBRRnKvyYIjYRoXcu/LAT7cPh8zL/YULL7+nbNvwAAAAAAAPh/g1KFUTEM7j9MVTdzjB/tP+0S3xe7MOw/XUX3Gfw/6z+MpvpTjk3qP3DwY6CwWek//dyt2aFk6D8rJlPaoG7nP+qFznzsd+Y/Mbaam8OA5T/xcDIRZYnkPyFwELgPkuM/tm2vagKb4j+mI4oDfKThP+NLG127ruA/x0C7o/5z3z8utpd4DY3dP+1rwe0gqds/6dUtuLbI2T8NaNKMTOzXP0KWpCBgFNY/cNSZKG9B1D+ElqdZ93PSP15Qw2h2rNA/2uvEFdTWzT809vTpn2LKP5ynAbhL/cY/3ufV6dKnwz/PnlzpMGPAP4NoAUHCYLo/FiBa8r0gtD/WZzJ1lxCsP17nKNvEMqA/+HcN+cavgj/AU0rn0P+JvxpSbWX/TKG/XjrhHEK3q78zV0FcZ92yv3IHU8jbqbe/RN7Pfgc/vL8IBvHVeU3Av5jg2b3UXcK//ZY3DZlPxL9oQR9ayyHGvwT4pTpw08e/BNPgRIxjyb+T6uQOJNHKv99Wxy48G8y/GDCdOtlAzb9qjnvI/0DOvwAAAAAAAPh//Q/2tLD67T+jJ5H4jA7tP6UO6NQsIOw/I/p6W88v6z88H8qdsz3qPxWzVa0YSuk/y+qdmz1V6D+F+yJ6YV/nP18aZVrDaOY/e3zkTaJx5T/8ViFmPXrkPwPfm7TTguM/r0nUSqSL4j8ozEo67pThP4ebf5TwnuA/5dnl1dRT3z8Q60meNWzdP9rUK6WBh9s/fQGMDTem2T9A22r608jXP2bMyI7W79U/Mj+m7bwb1D/nnQM6BU3SP8RS4ZYthNA/GJB/TmiDzT8I0D4cLgzKP945Ad2oo8Y/G6LH1tRKwz9E3ZJPrgLAP8B/xxpjmLk/6jx2rLVQsz8JNmfAmWCqP5QMBQiF5Jw/IOUN3rXSdj+Yqa8AccaQv/DbRhh6QqO/zAYI9Hy/rb+cAcz9J+uzv5K/eQuBwbi/OpQLF9Fgvb9I6z/Kj+PAv8Vu6vs5+cK/DYCE2mrwxL+aSg0gJsjGv+j5g4Zvf8i/dLnnx0oVyr+3tDeeu4jLvywXc8PF2My/TgyZ8WwEzr+Yv6jitArPvwAAAAAAAPh/3xAci+Xo7T8pKQk8Rf3sP0lqY6FYD+w/cMQRA18f6z/TJ/uoly3qP6WEBttBOuk/G8sa4ZxF6D9r6x4D6E/nP8PV+YhiWeY/XHqSukti5T9myc/f4mrkPxmzmEBnc+M/pSfUJBh84j9EF2nUNIXhPyRyPpf8juA/+VB2al0z3z/4VIzsFEvdP7nQjESeZds/nKRFAniD2T8NsYS1IKXXP3LWF+4Wy9U/NfXMO9n10z++7XEu5iXSP3Cg1FW8W9A/atuFg7QvzT/vaxUEfbXJPzyz80zPScY/HHK8fajtwj/I0hZsC0S/P76z+CrIz7g/yQhWd4GAsj/ipswgY7CoP6BVhNVKY5k/YAi6r+SLYD9g6S+Au4yUv4eRCTi6N6W/5TJqnmLHr7+8amU6sfi0vwI7Xp7i2Lm/ngjoO0uCvr/+qOVpeHnBv75KaJNslMO/vCjg+gSRxb8pgrGARG7HvzSWQAUuK8m/E6TxaMTGyr/06iiMCkDMvwSqSk8Dls2/diC7krHHzr97jd42GNTPvwAAAAAAAPh/kQk3ANDW7T+mZ5lotevsP75lL6c+/us/UVunOasO6z/bn6+dOh3qP9OK9lAsKuk/tnMq0b816D//sfmbNEDnPyedEi/KSeY/p4wjCMBS5T/619qkVVvkP5zW5oLKY+M/B+D1H15s4j+2S7b5T3XhPx9x1o3ffuA/hU8JtJgS3z8ujt63qyndPy5NiSJ3Q9s/eztm73lg2T8JCNIZM4HXP81hKZ0hptU/vvfIdMTP0z/PeA2cmv7RP/KTUw4jM9A/PvDvjbnbzD+UqK6CjV7JP9CunPG/78U/2mBz0U6Qwj8yOdgxcIK+P/J/gH3zBrg/ylFScyOwsT8E1YAB+P+mP9gX9kzk4ZU/gALo8FkaWb+qLkELvlKYvyKC66C6LKe/fURB43bnsL8RGsBNAAa2v/uFf6L977q/Y8wM9HKjv7/BmHoqMg/Cv7/84utqL8S/RDSGx2Uxxr9k4arGJBTIvzWml/Kp1sm/0ySTVPd3y79R/+P1DvfMv8bX0N/yUs6/R1CgG6WKz793hUzZk07QvwAAAAAAAPh/a6U/QXDE7T+/Ne+p3dnsP5nD1xDf7Os/zSfPKLT96j8sO6uknAzqP4zWQTfYGek/v9Jok6Yl6D+gCPZrRzDnP/lQv3P6OeY/o4SaXf9C5T9xfF3clUvkPzgR3qL9U+M/yxvyY3Zc4j//dG/SP2XhP6b1K6GZbuA/MO36BYfx3j9IoXNV+gfdP0C5bZYMIds/v+aULj092T9v25SDC13XP/VIGfv2gNU//ODN+n6p0z8tVV7oItfRPypXdiliCtA/PDGDR3iHzD9jltd5YAfJPxtBQbV7lcU/rpQXxcgywj/e6GPpjMC9P1aHzx7nPbc/c8sgwZ3fsD969wzOXE+lP5h7vZxaYJI/EEhce77SdL8gn+i7bhicv6QI3i92Iam/j5Pliwzrsb/SDi90EhO3v4KvHDrPBry/e9d/oyJiwL9NoxSCu6T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\",\"dtype\":\"float64\",\"shape\":[815]},{\"__ndarray__\":\"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Rep.\",\"Chad\",\"Congo\",\"Djibouti\",\"Eswatini\",\"Ethiopia\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Madagascar\",\"Malawi\",\"Mozambique\",\"Namibia\",\"Rwanda\",\"Senegal\",\"Sierra Leone\",\"Sudan\",\"Togo\",\"Uganda\",\"Tanzania\",\"Zambia\",\"Zimbabwe\"],\"x\":{\"__ndarray__\":\"/1G4HoXrkT/nSYWE/m7zv0rhW/W2m/S/Q4Gv6YQt9r+yC1TytqHyvwPyE07n6PK/+lXmFX0o87/9WaMyK/Tyv5kdtDs2D++/8ACyYJr86L++NaxX6SfYv/zw2wK0982/NNUwtml0o7+EfAw2Kfe+PzAHi788xdI/NhxLlxF32j/jyERpVzLfP40Ll5rUz+A/NVQAU1YN4z+vh2zJO5nkP9pnpeHXduc/RCr0dM6E6T9oaGKJxEDrP39I6zqfwu4/IlXF55B68D9ylDOMKdbwPw==\",\"dtype\":\"float64\",\"shape\":[26]},\"y\":{\"__ndarray__\":\"zczMzMzM8D/GtzlHmoCTv2Hr4Rfmg7C/I1QQ0TI6vL+ukXOXlAXHv8NQTMDNhM+/sXPpZVDz0r9DWRNHrBrWv/QOt8X1Sua/3oI78oO/7r8kcwXQAVvwv7xIteqEGfG/N18C9UIc8b+aaITZc9vwvwIUt56sP/C/wOlDOs5F779Yp1gqoP/tvzIhgSV0q+y/WWK7bGJm67/U8iAM+wnqv2VnPLmdyOe/ifCqiOqR5b8Twq4N/FTjv3maENqUeNu/854l2sBtx78rQc1YhtOjvw==\",\"dtype\":\"float64\",\"shape\":[26]}},\"selected\":{\"id\":\"1461\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1462\",\"type\":\"UnionRenderers\"}},\"id\":\"1444\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"1463\",\"type\":\"BoxAnnotation\"}},\"id\":\"1393\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1459\",\"type\":\"Selection\"},{\"attributes\":{\"axis_label\":\"y\",\"bounds\":\"auto\",\"formatter\":{\"id\":\"1452\",\"type\":\"BasicTickFormatter\"},\"major_label_orientation\":\"horizontal\",\"ticker\":{\"id\":\"1386\",\"type\":\"BasicTicker\"},\"visible\":false},\"id\":\"1385\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_color\":{\"field\":\"node_color\",\"transform\":{\"id\":\"1404\",\"type\":\"CategoricalColorMapper\"}},\"size\":{\"units\":\"screen\",\"value\":12}},\"id\":\"1409\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1452\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"factors\":[\"2\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\"],\"palette\":[\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\"]},\"id\":\"1404\",\"type\":\"CategoricalColorMapper\"},{\"attributes\":{\"factors\":[\"2\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\"],\"palette\":[\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\"]},\"id\":\"1406\",\"type\":\"CategoricalColorMapper\"},{\"attributes\":{\"dimension\":1,\"grid_line_color\":null,\"ticker\":{\"id\":\"1386\",\"type\":\"BasicTicker\"}},\"id\":\"1389\",\"type\":\"Grid\"}],\"root_ids\":[\"1371\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n",
" var render_items = [{\"docid\":\"74eb2e51-7eb2-4206-987c-b00bdb6afe36\",\"roots\":{\"1371\":\"3e08d01d-40bf-4ed6-83c8-476845f625ab\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
"\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
" embed_document(root);\n",
" } else {\n",
" var attempts = 0;\n",
" var timer = setInterval(function(root) {\n",
" if (root.Bokeh !== undefined) {\n",
" clearInterval(timer);\n",
" embed_document(root);\n",
" } else {\n",
" attempts++;\n",
" if (attempts > 100) {\n",
" clearInterval(timer);\n",
" console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
" }\n",
" }\n",
" }, 10, root)\n",
" }\n",
"})(window);</script>"
],
"text/plain": [
":Chord [source,target] (value)"
]
},
"execution_count": 15,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "1371"
}
},
"output_type": "execute_result"
}
],
"source": [
"from bokeh.models import HoverTool\n",
"\n",
"def rotate_label2(plot, element):\n",
" text_cds = plot.handles['text_1_source']\n",
" length = len(text_cds.data['angle'])\n",
" text_cds.data['angle'] = [pi/256]*length\n",
" xs = text_cds.data['x']\n",
" ys = text_cds.data['y']\n",
" text = np.array(text_cds.data['text'])\n",
" xs[xs<0] -= np.array([len(t)*0.0275 for t in text[xs<0]])\n",
" xs[xs>0] += np.array([len(t)*0.0035 for t in text[xs>0]])\n",
" xs[np.where(text==\"Botswana\")] -= 0.02\n",
" xs[np.where(text==\"Centr. Afr. Rep.\")] += 0.1\n",
" ys[np.where(text==\"Centr. Afr. Rep.\")] -= 0.02\n",
" xs[np.where(text==\"Chad\")] -= 0.02\n",
" ys[np.where(text==\"Angola\")] += 0.01\n",
" ys[np.where(text==\"Eswatini\")] -= 0.04\n",
" xs[np.where(text==\"Eswatini\")] += 0.04\n",
" xs[np.where(text==\"Ethiopia\")] += 0.035\n",
" xs[np.where(text==\"Congo\")] -= 0.03\n",
" ys[np.where(text==\"Congo\")] += 0.025\n",
" xs[np.where(text==\"Djibouti\")] += 0.03\n",
" xs[np.where(text==\"Liberia\")] += 0.19\n",
" ys[np.where(text==\"Liberia\")] -= 0.02\n",
" ys[np.where(text==\"Lesotho\")] -= 0.02\n",
" xs[np.where(text==\"Lesotho\")] += 0.01\n",
" move_up = ['Rwanda', 'Senegal', 'Sierra Leone', 'Sudan', 'Togo', 'Uganda']\n",
" ys[[np.where(text==c)[0][0] for c in move_up]] +=0.025\n",
" move_left = ['Madagascar', 'Malawi', 'Mozambique', 'Sierra Leone']\n",
" xs[[np.where(text==c)[0][0] for c in move_left]] -=0.03\n",
" move_down = ['Madagascar', 'Malawi', 'Mozambique']\n",
" ys[[np.where(text==c)[0][0] for c in move_down]] -=0.01\n",
" move_left2 = ['Tanzania', 'Zambia', 'Zimbabwe']\n",
" xs[[np.where(text==c)[0][0] for c in move_left2]] -=0.025\n",
" xs[np.where(text==\"Namibia\")] -= 0.01\n",
" xs[np.where(text==\"Uganda\")] -= 0.01\n",
" \n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"chord_it = hv.Chord((links_it, nodes_italy))\n",
"chord_it.opts(\n",
" opts.Chord(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], finalize_hooks=[rotate_label2]))"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"options = dict(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], bgcolor='rgba(0,0,0,0)', border=0, finalize_hooks=[rotate_label2])\n",
"chord_it = hv.Chord((links_it, nodes_italy)).options(**options)\n",
"hv.renderer('bokeh').save(chord_it, 'docs/_includes/chord_it')"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>France</td>\n",
" <td>102881.879243</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Ethiopia</td>\n",
" <td>28324.819373</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Kenya</td>\n",
" <td>11793.007659</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Tanzania</td>\n",
" <td>9657.535962</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Madagascar</td>\n",
" <td>8779.742545</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" name value\n",
"0 France 102881.879243\n",
"0 Ethiopia 28324.819373\n",
"1 Kenya 11793.007659\n",
"2 Tanzania 9657.535962\n",
"3 Madagascar 8779.742545"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tot_fr = links_fr.groupby(\"source\").sum().reset_index().rename(columns={\"source\":\"name\"})\n",
"tot_fr = tot_fr.append(links_fr[[\"target\", \"value\"]].rename(columns={\"target\":\"name\"}))\n",
"tot_fr.replace({\"United Republic of Tanzania\":'Tanzania'}, inplace=True)\n",
"tot_fr.replace({\"Central African Republic\":'Centr. Afr. Rep.'}, inplace=True)\n",
"tot_fr.head()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>source</th>\n",
" <th>target</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>17</td>\n",
" <td>28324.819373</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>0</td>\n",
" <td>19</td>\n",
" <td>11793.007659</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>0</td>\n",
" <td>32</td>\n",
" <td>9657.535962</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>8779.742545</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>0</td>\n",
" <td>33</td>\n",
" <td>6783.757422</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" source target value\n",
"0 0 17 28324.819373\n",
"1 0 19 11793.007659\n",
"2 0 32 9657.535962\n",
"3 0 22 8779.742545\n",
"4 0 33 6783.757422"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"links_fr[[\"source\"]] = enc_eu.transform(links_fr[[\"source\"]])\n",
"links_fr[[\"target\"]] = enc_af.transform(links_fr[[\"target\"]]) + 10\n",
"links_fr.head()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>index</th>\n",
" <th>name</th>\n",
" <th>group</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>France</td>\n",
" <td>Europe</td>\n",
" <td>102881.879243</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>10</td>\n",
" <td>Angola</td>\n",
" <td>Africa</td>\n",
" <td>1638.947392</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>11</td>\n",
" <td>Botswana</td>\n",
" <td>Africa</td>\n",
" <td>317.668942</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>12</td>\n",
" <td>Centr. Afr. Rep.</td>\n",
" <td>Africa</td>\n",
" <td>1154.174607</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>13</td>\n",
" <td>Chad</td>\n",
" <td>Africa</td>\n",
" <td>4522.226832</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>14</td>\n",
" <td>Congo</td>\n",
" <td>Africa</td>\n",
" <td>1308.837337</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>15</td>\n",
" <td>Djibouti</td>\n",
" <td>Africa</td>\n",
" <td>78.013715</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>16</td>\n",
" <td>Eswatini</td>\n",
" <td>Africa</td>\n",
" <td>201.802899</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>17</td>\n",
" <td>Ethiopia</td>\n",
" <td>Africa</td>\n",
" <td>28324.819373</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>18</td>\n",
" <td>Guinea-Bissau</td>\n",
" <td>Africa</td>\n",
" <td>261.544934</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>19</td>\n",
" <td>Kenya</td>\n",
" <td>Africa</td>\n",
" <td>11793.007659</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>20</td>\n",
" <td>Lesotho</td>\n",
" <td>Africa</td>\n",
" <td>80.661057</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>21</td>\n",
" <td>Liberia</td>\n",
" <td>Africa</td>\n",
" <td>650.107186</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>22</td>\n",
" <td>Madagascar</td>\n",
" <td>Africa</td>\n",
" <td>8779.742545</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>23</td>\n",
" <td>Malawi</td>\n",
" <td>Africa</td>\n",
" <td>3277.414284</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>24</td>\n",
" <td>Mozambique</td>\n",
" <td>Africa</td>\n",
" <td>3711.463249</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>25</td>\n",
" <td>Namibia</td>\n",
" <td>Africa</td>\n",
" <td>566.245815</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>26</td>\n",
" <td>Rwanda</td>\n",
" <td>Africa</td>\n",
" <td>1548.209842</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>27</td>\n",
" <td>Senegal</td>\n",
" <td>Africa</td>\n",
" <td>3293.856380</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>28</td>\n",
" <td>Sierra Leone</td>\n",
" <td>Africa</td>\n",
" <td>1348.374095</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>29</td>\n",
" <td>Sudan</td>\n",
" <td>Africa</td>\n",
" <td>5569.652292</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>30</td>\n",
" <td>Togo</td>\n",
" <td>Africa</td>\n",
" <td>549.452800</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>31</td>\n",
" <td>Uganda</td>\n",
" <td>Africa</td>\n",
" <td>5125.115492</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>32</td>\n",
" <td>Tanzania</td>\n",
" <td>Africa</td>\n",
" <td>9657.535962</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>33</td>\n",
" <td>Zambia</td>\n",
" <td>Africa</td>\n",
" <td>6783.757422</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>34</td>\n",
" <td>Zimbabwe</td>\n",
" <td>Africa</td>\n",
" <td>2339.247133</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" index name group value\n",
"0 0 France Europe 102881.879243\n",
"1 10 Angola Africa 1638.947392\n",
"2 11 Botswana Africa 317.668942\n",
"3 12 Centr. Afr. Rep. Africa 1154.174607\n",
"4 13 Chad Africa 4522.226832\n",
"5 14 Congo Africa 1308.837337\n",
"6 15 Djibouti Africa 78.013715\n",
"7 16 Eswatini Africa 201.802899\n",
"8 17 Ethiopia Africa 28324.819373\n",
"9 18 Guinea-Bissau Africa 261.544934\n",
"10 19 Kenya Africa 11793.007659\n",
"11 20 Lesotho Africa 80.661057\n",
"12 21 Liberia Africa 650.107186\n",
"13 22 Madagascar Africa 8779.742545\n",
"14 23 Malawi Africa 3277.414284\n",
"15 24 Mozambique Africa 3711.463249\n",
"16 25 Namibia Africa 566.245815\n",
"17 26 Rwanda Africa 1548.209842\n",
"18 27 Senegal Africa 3293.856380\n",
"19 28 Sierra Leone Africa 1348.374095\n",
"20 29 Sudan Africa 5569.652292\n",
"21 30 Togo Africa 549.452800\n",
"22 31 Uganda Africa 5125.115492\n",
"23 32 Tanzania Africa 9657.535962\n",
"24 33 Zambia Africa 6783.757422\n",
"25 34 Zimbabwe Africa 2339.247133"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nodes_fr_pd = nodes.data.copy()\n",
"nodes_fr_pd = nodes_fr_pd[~(nodes_fr_pd.name.isin([\"Italy\", \"Germany\", \"United Kingdom\", \"Spain\"]))]\n",
"nodes_fr_pd.drop(columns=\"value\", inplace=True)\n",
"nodes_fr_pd = nodes_fr_pd.merge(tot_fr, on=\"name\")\n",
"nodes_fr = hv.Dataset(nodes_fr_pd, \"index\")\n",
"nodes_fr.data"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.holoviews_exec.v0+json": "",
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yz/k4cR4FtnMP5b3+eKW7c0/GW/5Xp4hzz9WjvbyQjrQP0ZqfzjT8tA/fDWsfCy60T8Z2hE8+4/SPzlCRfPrc9M//1fbHqtl1D+HBWk75WTVP/I0g8VGcdY/YNC+OXyK1z/uwbAUMrDYP7rz7dIU4tk/6E8L8dAf2z+UwJ3rEmncP94vOj+Hvd0/4od1aNoc3z9kWfJxXEPgP1JNDpdn/eA/zhTZ4WS84T/oJJ2QKoDiP63ypOGOSOM/L/M6E2gV5D99m6ljjObkP6ZgOxHSu+U/urc6Wg+V5j/IFfJ8GnLnP+Dvq7fJUug/E7uySPM26T9w7FBubR7qPwL50GYOCes/4VV9cKz26z8XeKDJHefsP7TUhLA42u0/yuB0Y9PP7j9mEbsgxMfvPwAAAAAAAPh/gemt3Abwyz9CNmV9SynLP8im3Q2Miso/1p549yITyj8mgpejasLJP3u0m3u9l8k/kpnm6HWSyT8yldlU7rHJPw8L1iiB9ck/7l49zohcyj+P9HCuX+bKP68v0jJgkss/EnTCxORfzD91JaPNR07NP5en1bbjXM4/OF676RKLzz+L1trnF2zQP/n7EmnKIdE/RNE2LU7m0T9PCPdoULnSP/ZSBFF+mtM/HWMPGoWJ1D+f6sj4EYbVP2Cb4SHSj9Y/PicKynKm1z8XQPMlocnYP82XTWoK+dk/PuDJy1s02z9Oyxh/QnvcP9YK67hrzd0/ulDxrYQq3z9sJ25JHUngP4lbLk4dAuE/pJ2R/xjA4T+qRvD35oLiP46votFdSuM/PjEBJ1QW5D+sJGSSoObkP8biI64Zu+U/e8SYFJaT5j++Ihtg7G/nP3xWAyvzT+g/p7ipD4Ez6T8somaobBrqP/xrko+MBOs/Cm+FX7fx6z9DBJiyw+HsP5aEIiOI1O0/9Uh9S9vJ7j9PqgDGk8HvPwAAAAAAAPh/CVrjxVezzD9/aiHWnebLP1+0ivPYQcs/Dmls+WTEyj/nuRPDnW3KP0zYzSvfPMo/nfXnDoUxyj8/Q69H60rKP4vycLFtiMo/4zR6J2jpyj+qOxiFNm3LPz84mKU0E8w/A1xHZL7azD9X2HKcL8PNP5neZynky84/KqBz5jf0zz81p3FXw53QP14NAi+WUNE/PZuRZ0IS0j+G6cbudeLSP+WQSLLewNM/Dyq9nyqt1D+wTcukB6fVP3uUGa8jrtY/H5dOrCzC1z9M7hCK0OLYP7AyBza9D9o/AP3XnaBI2z/q5SmvKI3cPxyGo1cD3d0/RnbrhN433z+PJ1QStE7gP6ZUQBKnBuE/xI4NOZ/D4T8/Io99c4XiP25bmNb6S+M/q4b8OgwX5D9O8I6hfubkP67kIgEpuuU/I7CLUOKR5j8Gn5yGgW3nP6/9KJrdTOg/dhgEgs0v6T+yOwE1KBbqP7yz86nE/+o/7cyu13ns6z+c0wW1HtzsPyAUzDiKzu0/09rUWZPD7j8NdPMOEbvvPwAAAAAAAPh/avIda2J2zT/IXizdq6PMP36xNRLj+Ms/tZcjWWV1yz+Nvt8AkBjLPzPTU1jA4co/zIJprlPQyj+FegpSp+PKP3tnIJIYG8s/3vaUvQR2yz/P1VEjyfPLP3qxQBLDk8w/BjdL2U9VzT+YE1vHzDfOP1r0WSuXOs8/OMMYKoYu0D+Cu2XIRM/QP525CBg2f9E/HZR2wAg+0j+YISRpawvTP544hrkM59M/xq8RWZvQ1D+iXTvvxcfVP8cYeCM7zNY/x7c8nand1z81Ef4DwPvYP6b7MP8sJto/rk1KNp9c2z/h3b5QxZ7cP9CCA/ZN7N0/EBONzedE3z+bMmi/IFTgP+onodgEC+E/wNQrhvfG4T9mpMIb0IfiPyQCIO1lTeM/Rln+TZAX5D8XFRiSJubkP96gJw0AueU/5mfnEvSP5j951RH32WrnP+FUYQ2JSeg/aFGQqdgr6T9WNlkfoBHqP/dudsK2+uo/lGai5vPm6z93iJffLtbsP+k/EAE/yO0/NfjGnvu87j+kHHYMPLTvPwAAAAAAAPh/sQfc7iQ5zj/cPK3Dc2DNP/Gzwamor8w/ma9MZSImzD95coG6P8PLPzg/k21fhss/gFi1QuBuyz/5ABv+IHzLP0d792OArcs/FAp+OF0CzD8E8OE/FnrMP8JvVj4KFM0/98sO+JfPzT9IRz4xHqzOP1wkGK77qM8/7tJnmcdi0D82B8zBmwDRP1xQUrKprdE/sk8UzaBp0j+Opit0MDTTP0D2sQkIDdQ/IeDA79bz1D9/BXKITOjVP7MH3zUY6tY/DoghWun41z/iJ1NXbxTZP4SIjY9ZPNo/SkvqZFdw2z+HEYM5GLDcP418cW9L+90/sC3PaKBR3z8j49pDY1ngP9BzH5c2D+E/ihlC3yHK4T/5pE/N/IniP8nmVBKfTuM/o69eX+AX5D8x0HllmOXkPx0Zs9Wet+U/EFsXYcuN5j+0ZrO49WfnP7UMlI31Reg/vB3GkKIn6T9walZz1AzqP3zDUeZi9eo/jfnEmiXh6z9L3bxB9M/sP14/Roymwe0/c/BtKxS27j8ywUDQFK3vPwAAAAAAAPh/wYZMdJ37zj8S5na78xzOP1q1ufonZs0/o007bZrWzD/zByJOq23MP1U9lNi6Ksw/00a4RykNzD97fbTWVhTMP046r8CjP8w/XNbOQHCOzD+qqjmSHADNP0YQFvAIlM0/OGCKlZVJzj+K87y9IiDPP6IR6lGIC9A/OCR7wd+W0D8M3iTLxzHRP6Nreozw29E/gPkOIwqV0j8rtHWsxFzTPybIQUbQMtQ/92EGDt0W1T8jrlYhmwjWPy7ZxZ26B9c/oA/noOsT2D/5fU1I3izZP75QjLFCUto/d7Q2+siD2z+o1d8/IcHcP9XgGqD7Cd4/gAJ7OAhe3z+as0mTe17gP7md+0M8E+E/4NUcPR7N4T9Q8naN+YviP0yJ00OmT+M/GDH8bvwX5D/1f7od1OTkPyYM2F4FtuU/7GseQWiL5j+LNVfT1GTnP0T/SyQjQug/W1/GQisj6T8R7I89xQfqP6g7ciPJ7+o/ZuQ2Aw/b6z+JfKfrbsnsP1aajevAuu0/DtSyEd2u7j/0v+Bsm6XvPwAAAAAAAPh/gYNTH8q9zz+3Xgz3KdnOP3TaVEZfHM4/0UnswMuGzT/a/5Ea0RfNP6pPBQfRzsw/VYwFOi2rzD/yCFJnR6zMP48YqkKB0cw/RA7NfzwazT8lPXrS2oXNP0r4cO69E84/xJJwh0fDzj+sXzhR2ZPPPwrZw39qQtA/h+4OI87K0D/ZGV1syGLRP4oEjjUKCtI/JFiBWETA0j8yvhavJ4XTPzzgLRNlWNQ/0memXq051T94/l9rsSjWP7xNOhMiJdc/KP8UMLAu2D9GvM+bDEXZP54uSjDoZ9o/vv9jx/OW2z8v2fw64NHcP3pk9GReGN4/KUsqHx9q3z9mG7+haWPgP3Po59UVF+E/g2H/mOzP4T9aW/VXxo3iP72quX97UOM/cyQ8feQX5D8/nWy92ePkP+jpOq0ztOU/Md+WucqI5j/iUXBPd2HnP74Wt9sRPug/iwJby3Ie6T8N6kuLcgLqPwqieYjp6eo/SP/TL7DU6z+M1krunsLsP5v8zTCOs+0/OUZNZFan7j8tiLj1z53vPwAAAAAAAPh/TGNHitQ/0D/2N6WpFJXPPwK5es5M0s4/+NgJsbQ2zj8IJ01/r8HNP24yP2egcs0/X4ralupIzT8Xvhk88UPNP8dc94QXY80/q/Vtn8ClzT/1F3i5TwvOP+JSEAEok84/qTUxpKw8zz/Bp2pooAPQP9CXe9ojedA/n7JIP5L+0D/KP88tnZPRP+qGDD32N9I/nc/9A0/r0j9/YaAZWa3TPymE8RTGfdQ/PH/ujEdc1T9NmpQYj0jWP/0c4U5OQtc/5k7RxjZJ2D+jd2IX+lzZP8/ekddJfdo/CMxcntep2z/qhsACVeLcPw5XuptzJt4/EIRHAOV13z/HqrJjLWjgP5CJCETDGuE/NAKk7IzS4T9+uAMpY4/iPzxQpsQeUeM/Pm0Ki5gX5D9Qs65HqeLkP0DGEcYpsuU/3Emy0fKF5j/y4Q423V3nP1Aypr7BOeg/xd72NnkZ6T8ci39q3PzpPyPbviTE4+o/rHIzMQnO6z+B9VtbhLvsP3IHt24OrO0/S0zDNoCf7j/bZ/9+spXvPwAAAAAAAPh/nyytPJyg0D/3+5gDWSjQP+Gbx9Xuh88/razvjlPmzj/ekX7cRGvOPwWzSGgnFs4/snci3F/mzT97R+DhUtvNP+mJViNl9M0/kqZZSvswzj8CBb4AepDOP88MWPBFEs8/hyX8wsO1zz9dWz8RLD3QP/0TWtyzr9A/a3C4lysy0T9wpESYRcTRP9Tj6DK0ZdI/X2KPvCkW0z/bUyKKWNXTPw3si/DyotQ/wF62RKt+1T+834vbM2jWP8qi9gk/X9c/sNvgJH9j2D84vjSBpnTZPyd+3HNnkto/TE/CUXS82z9qZdBvf/LcP0z08CI7NN4/ti8OwFmB3z+7JQnOxmzgP6i984VEHuE/iPk7Mv/U4T8+81b9z5DiP67EuRGQUeM/vIfZmRgX5D9NVivAQuHkP0VKJK/nr+U/iH05keCC5j/5CeCQBlrnP38JjdgyNeg//JW1kj4U6T9Uyc7pAvfpP2q9TQhZ3eo/JoynGBrH6z9qT1FFH7TsPxohwLhBpO0/GhtpnVqX7j9PV8EdQ43vPwAAAAAAAPh/oYfqOTsB0T/+PzAiAIbQP7RiyM+hHtA/fhGvrKaVzz80lgSTjxTPP4WF2nlkuc4/aBF6iIuDzj/aayzmanLOP83GOrpohc4/PVTuK+u7zj8gRpBiWBXPP3TOaYUWkc8/mA/i3UUX0D8kNXQWj3bQP97wDwAa5tA/wNtZrpll0T/EjvY0wfTRP+yiiqdDk9I/LrG6GdRA0z+LUiufJf3TP/0fgUvrx9Q/g7JgMtig1T8Wo25nn4fWP7WKT/7ze9c/WwKoCol92D8CoxygEYzZP6kFUtJAp9o/TcPstMnO2z/qdJFbXwLdP3qz5Nm0Qd4/+xeLQ32M3z+2nRTWNXHgP2DbsZOZIeE/gJFvZEPX4T+QDCDSDJLiPw6ZlWbPUeM/fIOiq2QW5D9TGBkrpt/kPxWky25treU/PnOMAJR/5j9N0i1q81XnP8ENgjVlMOg/F3Jb7MIO6T/MS4wY5vDpP2Dn5kOo1uo/UpE9+OK/6z8flmK/b6zsP0RCKCMonO0/QeJgreWO7j+Twt7ngYTvPwAAAAAAAPh/podylbBh0T+wOFDLfuPQPw1Y9LckedA/w4WJLlYi0D+qw3QEjr3PP48YYwxWXM8/QkozG2wgzz/RmDrXNwnPPz1EzuYgFs8/lIxD8I5Gzz/hse+Z6ZnPPxf6E0XMB9A/xMmgs4FT0D/658jryK/QP8D0tsBVHNE/GZCVBdyY0T8MWo+NDyXSP5zyziukwNI/0Pl+s01r0z+tD8r3vyTUPzbU2suu7NQ/cufbAs7C1T9n6fdv0abWPxh6WeZsmNc/izkrOVSX2D/Dx5c7O6PZP8jEycDVu9o/ntDrm9fg2z9Kiyig9BHdP9CUqqDgTt4/No2ccE+X3z9BipRxenXgP1xlvWXCJOE/7ideflnZ4T/6IQylGZPiP4SjXMPcUeM/jPzkwnwV5D8WfTqN093kPyR18gu7quU/uTSiKA185j/XC9/Mo1HnP4JKPuJYK+g/ukBVUgYJ6T+CPrkGhurpP96T/+ixz+o/0pC94mO46z9dhYjddaTsP4PB9cLBk+0/RpWafCGG7j+qUAz0bnvvPwAAAAAAAPh/eiweY/vB0T/bxxMa1EDRP6ym0UV/09A/hTjSebF50D/47I9JHzPQPzdnCpH6/s8/DPhYFAC9zz+eawBEuJ/PPxGh9UaMps8/k3ctROXQzz8oZ04xFg/QPzpCnGTlRtA/lrx6z5SP0D/RRWQF2ejQP39N05lmUtE/N0NCIPLL0T+QlissMFXSPx23CVHV7dI/dBRXIpaV0z8tHo4zJ0zUP9xDKRg9EdU/F/WiY4zk1T90oXWpycXWP4i4G32ptNc/66kPcuCw2D8v5csbI7rZP+rZyg0m0No/tfeG253y2z8krnoYPyHdP8xsIFi+W94/QaPyLdCh3z+P4LWWlHngP/oaA/W+J+E/rjiee0Hb4T90cUR09pPiPxf9sii4UeM/YxOn4mAU5D8j7N3rytvkPyK/FI7Qp+U/KMQIE0x45j8DM3fEF03nP31DHewNJug/YS240wgD6T95KAXF4uPpP45swQl2yOo/cTGq65yw6z/nrny0MZzsP74c9q0Oi+0/vrLTIQ597j+1qNJZCnLvPwAAAAAAAPh/l6Qutxoi0j/oEPsp/53RPy8hLZywLdE/tAFXYuTQ0D/E3grRT4fQP6rk2jyoUNA/sj9Z+qIs0D8pHBhe9RrQP1emqbxUG9A/iwqganYt0D8OdY28D1HQPy4SBAfWhdA/Nw6Wnn7L0D9zldXXviHRPy3UVAdMiNE/tPalgdv+0T9PKVubIoXSP02YBqnWGtM/9m86/6y/0z+c3IjyWnPUP4QKhNeVNdU//iW+AhMG1j9UW8nIh+TWP9DWN36p0Nc/wcSbdy3K2D9yUYcJydDZPyqpjIgx5No/PPg9SRwE3D/uai2gPjDdP40t7eFNaN4/ZGwPY/+r3z/iKRM8hH3gP/gH4jqPKuE/nmY9WPvc4T/2W24+o5TiPyj+vZdhUeM/WmN1DhET5D+xod1MjNnkP1PPP/2tpOU/ZgLlyVB05j8PURZdT0jnP3bRHGGEIOg/v5lBgMr86D8OwM1k/NzpP4xaCrn0wOo/X39AJ46o6z+rRLlZo5PsP5fAvfoOgu0/RwmXtKtz7j/jNI4xVGjvPwAAAAAAAPh/TY5Ppg2C0j9OqO0W//rRP62RON63h9E/HkOgEu4n0T9RtZTKV9vQP/zghRyrodA/077jHp560D+IRx7o5mXQP89zpY47Y9A/WDzpKFJy0D/amVnN4JLQPwiFZpKdxNA/lfZ/jj4H0T805xXYeVrRP5hPmIUFvtE/dCh3rZcx0j99aiJm5rTSP2UOCsanR9M/3Qye45Hp0z+dXk7VWprUP1X8irG4WdU/ut7DjmEn1j9+/miDCwPXP1RU6qVs7Nc/89i3DDvj2D8KhUHOLOfZP0xR9wD499o/cDZJu1IV3D8oLacT8z7dPyYugSCPdN4/HDJH+Ny13z/hmLRYSYHgP+SSKzEzLeE/cIPAEIfe4T/hZqsCIJXiP445JBLZUOM/0/diSo0R5D8Inp+2F9fkP4coEmJToeU/qpPyVxtw5j/K23ijSkPnP0L93E+8Gug/a/RWaEv26D+evR740tXpPzNVbAouueo/iLd3qjeg6z/14HjjyorsP9HNp8DCeO0/eno8Tfpp7j9G426UTF7vPwAAAAAAAPh/3zeZRdPh0j/rwTz90lfSP0HWjC+U4dE/Lmqbtc1+0T//cnpoNi/RP/7lOyGF8tA/ebjxuHDI0D++360IsLDQPxhRgun5qtA/1AGBNAW30D8+57vCiNTQP6X2RG07A9E/UiUuDdRC0T+WaIl7CZPRP7q1aJGS89E/DALeJyZk0j/YQvsXe+TSP2xt0jpIdNM/EHd1aUQT1D8YVfZ8JsHUP8v8Zk6lfdU/eWPZtndI1j9sfl+PVCHXP/JCC7HyB9g/V6bu9Aj82D/onRs0Tv3ZP/AepEd5C9s/wB6aCEEm3D+hkg9QXE3dP99vFveBgN4/xqvA1mi/3z/VHRDk44TgP2eKI9KqL+E/Q5YjouTf4T8MPJnAbJXiP2p2DZoeUOM/BEAJm9UP5D+AkxUwbdTkP4Rru8XAneU/tcKDyKtr5j+8k/ekCT7nPzzZn8e1FOg/4I0FnYvv6D9IrLGRZs7pPx4vLRIiseo/CxEBi5mX6z+xTLZoqIHsP7jc1Rcqb+0/xbvoBPpf7j+A5Hec81PvPwAAAAAAAPh/rd6SqmpB0z+JXqX5ebTSP638K7REO9I/qPmcdoLV0T8Glm7d6oLRP10SF4U1Q9E/N68MChoW0T8orcUIUPvQP71MuB2P8tA/hs5a5Y770D8TcyP8BhbRP/N6iP6uQdE/uCYAiT5+0T/vtgA4bcvRPylsAKjyKNI/94Z1dYaW0j/lR9Y84BPTP4bvmJq3oNM/Z74zK8Q81D8b9RyLvefUPy7UylZbodU/M5yzKlVp1j+3jU2jYj/XP0rpDl07I9g/f+9t9JYU2T/i4OAFLRPaPwL+3S21Hts/cofbCOc23D/CvU8zelvdP37hsEkmjN4/NjN16KLI3z+/eQnWU4jgP3AxgBj2MeE/+eDZCRTh4T+fqFF4iZXiP6uoIjIyT+M/ZAGIBeoN5D8U07zAjNHkPwE+/DH2meU/cmKBJwJn5j+yYIdvjDjnPwZZSdhwDug/uGsCMIvo6D8Mue1Et8bpP01hRuXQqOo/xYRH37OO6z+3QywBPHjsP22+LxlFZe0/MBWN9apV7j9GaH9kSUnvPwAAAAAAAPh/KO0069Kg0z8neFIp8xDTP9Ncg5DIlNI/IJJigQss0j/+DotcdNbRP2DKl4K7k9E/M7sjVJlj0T9w2MkxxkXRPwEZJXz6OdE/23PQk+4/0T/t32bZWlfRPyxUg633f9E/hsfAcH250T/xMLqDpAPSP1qHCkclXtI/tMFMG7jI0j/w1hthFUPTPwC+Enn1zNM/023MwxBm1D9f3eOhHw7VP5AD9HPaxNU/XteXmvmJ1j+1T2p2NV3XP4hjBmhGPtg/ygkH0OQs2T9qOQcPySjaP1npoYWrMds/jBBylERH3D/ypRKcTGndP3ygHv17l94/HPcwGIvR3z9iUPImmYvgPzJKav8UNOE/eOTNRRXi4T+smmoqdpXiP0Xojd0TTuM/vkiFj8oL5D+QN55wds7kPzIwJrHzleU/HK5qgR5i5j/KLLkR0zLnP7InX5LtB+g/TxqqM0rh6D8WgOclxb7pP4PUZJk6oOo/DpNvvoaF6z8wN1XFhW7sP2A8Y94TW+0/GB7nOQ1L7j/RVy4ITj7vPwAAAAAAAPh/1zfrHQsA1D9XLd+pPW3TP1Wybeke7tI/uvkUAmiC0j9tNlMZ0inSP1abplQW5NE/XVuN2e2w0T9sqYXNEZDRP2q4DVY7gdE/QLujmCOE0T/U5MW6g5jRPxJo8uEUvtE/4HenM5D00T8oR2PVrjvSP9AIpOwpk9I/w+/nnrr60j/mLq0RGnLTPyT5cWoB+dM/Y4G0zimP1D+N+vJjTDTVP4qXq08i6NU/Qotct2Sq1j+dCITAzHrXP4VCoJATWdg/4WsvTfJE2T+Zt68bIj7aP5RYnyFcRNs/vYF8hFlX3D/8ZcVp03bdPzg4+PaCot4/WCuTUSHa3z8lOYrPs47gP/gffYIHNuE/mmNhVOji4T+AHfbXMpXiPx1n+p/DTOM/5lktP3cJ5D9PD05IKsvkP8ygG065keU/0SdV4wBd5j/Tvbma3SznP0V8CAcsAeg/nHwAu8jZ6D9M2GBJkLbpP8ao6ERfl+o/hQdXQBJ86z/3DWvOhWTsP5TV44GWUO0/zneA7SBA7j8ZDgCkATPvPwAAAAAAAPh/LTmXWRJf1D+J61iZWMnTPww1NeRGR9M/qyJKJZfY0j9VwbVHA33SP/gdljZFNNI/h0UJ3Rb+0T/3RC0mMtrRPzIpIP1QyNE/Lf//TC3I0T/Y0+oAgdnRPyS0/gMG/NE/Aq1ZQXYv0j9lyxmki3PSPzocXRcAyNI/daxBho0s0z8FieXb7aDTP9y+ZgPbJNQ/61rj5w641D8ianl0Q1rVP3P5RpQyC9Y/zhVqMpbK1j8mzAA6KJjXP2opKZaic9g/jDoBMr9c2T98DKf4N1PaPyqsONXGVts/iibUsiVn3D+LiJd8DoTdPx3foB07rd4/MTcOgWXi3z/fzv7Io5HgP9aPxp3NN+E/+GRtNI3j4T+/VIKCv5TiP6BllH1BS+M/Fp4yG/AG5D+aBOxQqMfkP6OfTxRHjeU/qHXsWqlX5j8mjVEarCbnP5HsDUgs+uc/ZJqw2QbS6D8WncjEGK7pPyD75P4+juo//LqUfVZy6z8h42Y2PFrsPwh66h7NRe0/J4auLOY07j/7DUJVZCfvPwAAAAAAAPh/QEyStee91D8kmEEWQyXUP3ewlaY/oNM/zjAHGJgu0z+5tA4cB9DSP83XJGRHhNI/nDXCoRNL0j+6aV+GJiTSP7oPdcM6D9I/LcN7CgsM0j+nH+wMUhrSP7zAPnzKOdI//0HsCS9q0j8CP21nOqvSP1hTOkan/NI/lRrMVzBe0z9JMJtNkM/TPwowINmBUNQ/arXTq7/g1D/8Wy53BIDVP1S/qOwKLtY/Anu7vY3q1j+dKt+bR7XXP7VpjDjzjdg/39M7RUt02T+rBGZzCmjaP62Xg3TraNs/eigN+qh23D+mUnu1/ZDdP7+xRlikt94/WuHnk1fq3z+GvusMaZTgPzMQx01nOeE/fzNC5QPk4T8wdhksHJTiPxMmCXuNSeM/8JDNKjUE5D+RBCOU8MPkP8DOxQ+diOU/RD1y9hdS5j/pneSgPiDnP3c+2Wfu8uc/uWwMpATK6D93djquXqXpP3qpH9/ZhOo/j1N4j1No6z98wgAYqU/sPwxEddG3Ou0/BiaSFF0p7j84thM6dhvvPwAAAAAAAPh/bOavSYoc1T+ouJE//IDUPxiavlYI+dM/H37CB2qE0z8jWCnL3CLTP4cbfxkc1NI/tLtPa+OX0j8RLCc57m3SP/1fkfv3VdI/40oaK7xP0j8n4E1A9lrSPy8TuLNhd9I/YNfk/bmk0j8iIGCXuuLSP9fgtfgeMdM/5gxymqKP0z+2lyD1AP7TP6p0TYH1e9Q/KJeEtzsJ1T+X8lEQj6XVP1x6QQSrUNY/3iHfC0sK1z+A3LafKtLXP6qdVDgFqNg/wFhETpaL2T8oARJamXzaP0aKSdTJets/gud2NeOF3D9CDCb2oJ3dP+nr4o6+wd4/3Hk5ePfx3z/D1FqVA5fgPyS3cY/UOuE/xF2nZkzk4T9WwkHXSJPiP43ehp2nR+M/HKy8dUYB5D+1JCkcA8DkPwxCEk27g+U/0v29xExM5j+8UXI/lRnnP3s3dXly6+c/wqgML8LB6D9Fn34cYpzpP7QUEf4ve+o/xwIKkAle6z8tY6+OzETsP5gvR7ZWL+0/vmEXw4Ud7j9P82VxNw/vPwAAAAAAAPh/rM8/Lvl61T+Ombo0g9zUP6wmVRugUdQ/H55lIgza0z/1JkKKg3XTP0foQJPCI9M/KAm4fYXk0j+vsP2JiLfSP+0FaPiHnNI/9i9NCUCT0j/gVQP9bJvSP8Ce4BPLtNI/qzE7jhbf0j+0NWmsCxrTP/DRwK5mZdM/dC2Y1ePA0z9Tb0VhPyzUP6O+HpI1p9Q/d0J6qIIx1T/kIa7k4srVP/6DEIcSc9Y/3I/3z80p1z+QbLn/0O7XPzBBrFbYwdg/0DQmFaCi2T+Cbn175JDaP1wVCMphjNs/dlAcQdSU3D/gRhAh+KndP7AfOqqJy94/+AHwHEX53z9pCsRcc5ngP6c/LGAVPOE/QbTbuGbk4T/Ce/2GRZLiP7GpvOqPReM/nFFEBCT+4z8Mh7/z37vkP4tdWdmhfuU/oug81UdG5j/eO5UHsBLnP8dqjZC44+c/6YhQkD+56D/MqQknI5PpP/vg43RBceo/AkIKmnhT6z9p4Ke2pjnsP7zP5+qpI+0/hCP1VmAR7j9M7/oaqALvPwAAAAAAAPh/21kQfDPZ1T8AdKgV1zfVP0ZedhsGqtQ/FWBPln0v1D/PwAiP+sfTP9jHdw46c9M/lLxxHfkw0z9s5svE9ADTP76MWw3q4tI/8fb1/5XW0j9rbHCltdvSP480oAYG8tI/wpZaLEQZ0z9q2nQfLVHTP+pGxOh9mdM/piMekfPx0z8CuFchS1rUP2NLRqJB0tQ/LSW/HJRZ1T/HjJeZ/+/VP5HJpCFBldY/9CK8vRVJ1z9T4LJ2OgvYPxFJXlVs29g/laSTYmi52T9AOiin66TaP3hR8Suznds/pTHE+Xuj3D8mInYZA7bdP2Jq3JMF1d4/3ijmOCAA4D/Pjw1euJvgP7INz70pPeE/PkaV3FLk4T8g3co+EpHiPw122mhGQ+M/uLQu38364z/SPDImh7fkPw6yT8JQeeU/HLjxNwlA5j+x8oILjwvnP38FbsHA2+c/N5Qd3nyw6D+LQvzloYnpPy20dF0OZ+o/04zxyKBI6z8scN2sNy7sP+gBo42xF+0/vuWs7+wE7j9ev2VXyPXuPwAAAAAAAPh/vJZwTDg31j+FksQC95LVP00vuX45AtU/TNBVkr2E1D+72KEPQRrUP9GrpMiBwtM/xaxljz190z/VPuw1MkrTPzTFP44dKdM/G6Nnar0Z0z/GO2uczxvTP2ryUfYRL9M/QSojSkJT0z+DRuZpHojTP2qqoidkzdM/LblfVdEi1D8E1iTFI4jUPydk+UgZ/dQ/0Mbksm+B1T82Ye7U5BTWP5KWHYE2t9Y/Hsp5iSJo1z8RXwrAZifYP6W41vbA9Ng/Dzrm/+7P2T+LRkCtrrjaP05B7NC9rts/lI3xPNqx3D+WjlfDwcHdP4anJTYy3t4/0Z2xs3QD4D8S14uU0p3gPx8xpaYRPuE/l10B0xDk4T8WDqQCr4/iPzb0kB7LQOM/lcHLD0T34z/QJ1i/+LLkP4HYORbIc+U/RYV0/ZA55j+63wteMgTnP3qZAyGL0+c/I2RfL3qn6D9P8SJy3n/pP5zyUdKWXOo/phnwOII96z8JGAGPfyLsP2GfiL1tC+0/S2GKrSv47T9iDwpImOjuPwAAAAAAAPh/uYwyuQaV1j9UdPcc4u3VPzyAMG05WtU/CDjIRcvZ1D9JI6lCVmzUP5fJvf+YEdQ/i7LwGFLJ0z+6ZSwqQJPTP7lqW88hb9M/HElopLVc0z98iD1FulvTP2+wxU3ua9M/i0jrWRCN0z9m2JgF377TP5TnuOwYAdQ/r/01q3xT1D9JovrcyLXUP/tc8R28J9U/V7UEChWp1T/6Mh89kjnWP3NdK1Py2NY/XrwT6POG1z9N18KXVUPYP9Y1I/7VDdk/k18ftzPm2T8X3KFeLczaP/YylZCBv9s/zOvj6O6/3D8sjngDNM3dP6qhPXwP594/79aO958G4D8vnQH8wZ/gP2BnbBnNPuE/TnnEnaDj4T/DFv/WG47iP4iDERMePuM/bQPxn4bz4z852pLLNK7kP7lL7OMHbuU/tpvyNt8y5j/9DZsSmvzmP1nm2sQXy+c/lWinmzee6D962PXk2HXpP9R5u+7aUeo/cJDtBh0y6z8XYIF7fhbsP5YsbJre/uw/tTmjsRzr7T9CyxsPGNvuPwAAAAAAAPh/fmqt3J3y1j+T76qFl0jWP1ZAbQ8FstU/cxxx4KUu1T+QQzNfOb7UP1x1MPJ+YNQ/f3Hl/zUV1D+n987uHdzTP3rHaSX2tNM/p6AyCn6f0z/VQqYDdZvTP7FtQXiaqNM/5+CAzq3G0z8gXOFsbvXTPwWf37mbNNQ/RWn4G/WD1D+Geqj5OePUP3aSbLkpUtU/vXDBwYPQ1T8I1SN5B17WP/9+EEZ0+tY/US4Ej4ml1z+monu6Bl/YP6ib8y6rJtk/BNnoUjb82T9iGtiMZ9/aP2wfPkP+z9s/0qeX3LnN3D86c2G/WdjdP1BBGFKd794/32ic/aEJ4D8Z8p+QhqHgPykcVRVcP+E/5kb6PgLj4T8k0s3AWIziP7kdDk4/O+M/e4n5mZXv4z8+dc5XO6nkP9lAyzoQaOU/IEwu9vMr5j/p9jU9xvTmPwqhIMNmwuc/VqosO7WU6D+kcphYkWvpP8lZos7aRuo/m7+IUHEm6z/wA4qRNArsP5uG5EQE8uw/c6fWHcDd7T9Nxp7PR83uPw==\",\"dtype\":\"float64\",\"shape\":[1682]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1427]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1274]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[11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\",\"dtype\":\"float64\",\"shape\":[866]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2396]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1274]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[968]},{\"__ndarray__\":\"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U1NXIoK/ZvCQ76J5hr/Bm1RA1tOKv3Yrsfu3L4+/xn7cawfGkb8TOD/F0POTv6DwCWWbIJa/fNdFpspLmL+oG/zjwXSavy3sNXnkmpy/Fnj8wJW9nr82dyyLHG6gvxk/KuoYe6G/Nyv8qnGFor8X0yZ72IyjvzzOLgj/kKS/KbSY/5aRpb9hHOkOUo6mv2mepOPhhqe/xtFPK/h6qL/6TW+TRmqpv4qqh8l+VKq/+H4de1I5q7/KYrVVcxisvw==\",\"dtype\":\"float64\",\"shape\":[101]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[101]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[101]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[50]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[50]}]},\"selected\":{\"id\":\"1830\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1831\",\"type\":\"UnionRenderers\"}},\"id\":\"1773\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":\"\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"12pt\"}},\"id\":\"1738\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"1771\",\"type\":\"ColumnDataSource\"}},\"id\":\"1781\",\"type\":\"CDSView\"},{\"attributes\":{\"factors\":[\"0\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\"],\"palette\":[\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\"]},\"id\":\"1772\",\"type\":\"CategoricalColorMapper\"},{\"attributes\":{\"callback\":null,\"end\":1.4,\"reset_end\":1.4,\"reset_start\":-1.4,\"start\":-1.4,\"tags\":[[[\"x\",\"x\",null]]]},\"id\":\"1734\",\"type\":\"Range1d\"},{\"attributes\":{\"source\":{\"id\":\"1810\",\"type\":\"ColumnDataSource\"}},\"id\":\"1815\",\"type\":\"CDSView\"}],\"root_ids\":[\"1737\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n",
" var render_items = [{\"docid\":\"6d08f7d2-0326-4ca4-90f1-50cbd11be7c8\",\"roots\":{\"1737\":\"fab58225-d4ee-4d8e-88ba-f767299a338f\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
"\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
" embed_document(root);\n",
" } else {\n",
" var attempts = 0;\n",
" var timer = setInterval(function(root) {\n",
" if (root.Bokeh !== undefined) {\n",
" clearInterval(timer);\n",
" embed_document(root);\n",
" } else {\n",
" attempts++;\n",
" if (attempts > 100) {\n",
" clearInterval(timer);\n",
" console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
" }\n",
" }\n",
" }, 10, root)\n",
" }\n",
"})(window);</script>"
],
"text/plain": [
":Chord [source,target] (value)"
]
},
"execution_count": 20,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "1737"
}
},
"output_type": "execute_result"
}
],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"chord_fr = hv.Chord((links_fr, nodes_fr))\n",
"chord_fr.opts(\n",
" opts.Chord(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], finalize_hooks=[rotate_label2]))"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"options = dict(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], bgcolor='rgba(0,0,0,0)', border=0, finalize_hooks=[rotate_label2])\n",
"chord_fr = hv.Chord((links_fr, nodes_fr)).options(**options)\n",
"hv.renderer('bokeh').save(chord_fr, 'docs/_includes/chord_fr')"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"tot_ge = links_ge.groupby(\"source\").sum().reset_index().rename(columns={\"source\":\"name\"})\n",
"tot_ge = tot_ge.append(links_ge[[\"target\", \"value\"]].rename(columns={\"target\":\"name\"}))\n",
"tot_ge.replace({\"United Republic of Tanzania\":'Tanzania'}, inplace=True)\n",
"tot_ge.replace({\"Central African Republic\":'Centr. Afr. Rep.'}, inplace=True)\n",
"links_ge[[\"source\"]] = enc_eu.transform(links_ge[[\"source\"]])\n",
"links_ge[[\"target\"]] = enc_af.transform(links_ge[[\"target\"]]) + 10"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>index</th>\n",
" <th>name</th>\n",
" <th>group</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1</td>\n",
" <td>Germany</td>\n",
" <td>Europe</td>\n",
" <td>112066.319546</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>10</td>\n",
" <td>Angola</td>\n",
" <td>Africa</td>\n",
" <td>1787.136446</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>11</td>\n",
" <td>Botswana</td>\n",
" <td>Africa</td>\n",
" <td>348.906952</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>12</td>\n",
" <td>Centr. Afr. Rep.</td>\n",
" <td>Africa</td>\n",
" <td>1259.454702</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>13</td>\n",
" <td>Chad</td>\n",
" <td>Africa</td>\n",
" <td>4925.625179</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" index name group value\n",
"0 1 Germany Europe 112066.319546\n",
"1 10 Angola Africa 1787.136446\n",
"2 11 Botswana Africa 348.906952\n",
"3 12 Centr. Afr. Rep. Africa 1259.454702\n",
"4 13 Chad Africa 4925.625179"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nodes_ge_pd = nodes.data.copy()\n",
"nodes_ge_pd = nodes_ge_pd[~(nodes_ge_pd.name.isin([\"France\", \"Italy\", \"United Kingdom\", \"Spain\"]))]\n",
"nodes_ge_pd.drop(columns=\"value\", inplace=True)\n",
"nodes_ge_pd = nodes_ge_pd.merge(tot_ge, on=\"name\")\n",
"nodes_ge = hv.Dataset(nodes_ge_pd, \"index\")\n",
"nodes_ge.data.head()"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.holoviews_exec.v0+json": "",
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\",\"dtype\":\"float64\",\"shape\":[6986]},{\"__ndarray__\":\"n8HaXYsv5b+ptPCk1onkvyE4h7/b5OO/y2jf8rpA479pYzqElJ3iv8JE2biI++G/lin91bda4b+uLucgQrvgv8lw2N5HHeC/WhkkqtIB3787PqqRjczdv76Jxf4Am9y/aDX4e21t27/HesSTE0Tav1qTrNAzH9m/sbgyvQ7/179LJNnj5OPWv7gPIs/2zdW/erSPCYW91L8bTKQd0LLTvyMQ4pUYrtK/GTrL/J6v0b+IA+Lco7fQv+RLUYHPjM+/wrVCZVa4zb+9t5x6XfLLv+PEY9ZlO8q/QFCcjfCTyL/nzEq1fvzGv+atc2KRdcW/TmYbqqn/w78raUahSJvCv5Ap+VzvSMG/iho48h4JwL9UXg/ssLi9vwK12Po5hru/NR/VOtt7ub8Sgw3Wlpq3v7TGivZu47W/PtBVxmVXtL/MhXdvffeyv3zN+Bu4xLG/b43i9RfAsL+HV3tOPtWvvzIdJrSfiq6/GzjXcFiirb+BdKDYbB6tv5+ekz/hAK2/t4LC+blLrb8E7T5b+wCuvwAAAAAAAPh/hLL+9ngJ5b8kvzm49mTkvyjurCU+weO/6Zoi724e47+6IGXEqHziv/faPlUL3OG/9yR6UbY84b8UWuFoyZ7gv5/VPktkAuC/7OW5UE3P3r/eGgxgYJ3dv8QACSRBb9y/Tk5F/C5F278uulVIaR/avw/7zmcv/ti/psdFusDh17+b1k6fXMrWv6TefnZCuNW/cJZqn7Gr1L+stKZ56aTTvwvwx2QppNK/O/9iwLCp0b/umAzsvrXQv57nso4mkc+/JI28Y9rEzb/Jj18WGAfMv+9cxWVeWMq/9GEXESy5yL84DH/X/ynHvxjJJXhYq8W/+QU1srQ9xL81MNZEk+HCvy21Mu9yl8G/QQJ0cNJfwL+kCYcPYXa+v31UlegXVLy/yL9l6sZZur9GJkuTa4i4v7dimGED4ba/20+g04tktb9uyLVnAhS0vzCnK5xk8LK/4MZU76/6sb88AoTf4TOxvwY0DOv3nLC/+jZAkO82sL/Y5XJNxgKwv14b96B5AbC/S7IfCQc0sL9ghT8EbJuwvwAAAAAAAPh/O8741THj5L8kdKWt4z/kv+b9OghvneO/KeG9//L74r+VkzKujlviv9aKnS1hvOG/kzwDmIke4b94HmgHJ4Lgv1RMoSuxzt+/qZKCunqc3r9A+3zv6G3dv25xmf45Q9y/hODgG6wc27/WM1x7ffrZv7RWFFHs3Ni/czQS0TbE179huF4vm7DWv9TNAqBXotW/G2AHV6qZ1L+OWnWI0ZbTv3qoVWgLmtK/NjWxKpaj0b8T7JADsLPQv79w+00ulc+/5QoBkhPRzb85fUQ7jBvMv2Ke17EUdcq/AUXMXSneyL+/RzSnRlfHvz19Ifbo4MW/Jrylsox7xL8W29JErifDv7iwuhTK5cG/rxNvily2wL9CtQMcxDO/v2a4CQ+uIb2/D94Tvm83u7+I00X5AXa5vxxGw5Bd3re/GOOvVHtxtr/AVy8VVDC1v15RZaLgG7S/Pn11zBk1s7+qiINj+Hyyv+sgszd19LG/SvMnGYmcsb8RrQXYLHaxv4r7b0RZgrG//YuKLgfCsb+3C3lmLzayvwAAAAAAAPh/QKW5Wra85L/Bix/inRrkv2FK78BueeO/HMsZe0fZ4r/t94+URjriv9K6QpGKnOG/xv0i9TEA4b/IqiFEW2Xgv51XXwRKmN+/sdV7Zltp3r/Fo3q2Jz7dv86VPfzrFty/yH+mP+Xz2r+sNZeIUNXZv26L8d5qu9i/B1WXSnGm179uZmrToJbWv6CTTIE2jNW/j7AfXG+H1L85kcVriIjTv5AJILi+j9K/ku0QSU+d0b82EXomd7HQv+GQerDmmM+/eM54zAHdzb8ig7KwuS/Mv89W62yIkcq/bvHmEOgCyb/v+misUoTHv0IbNU9CFsa/WvoOCTG5xL8mQLrpmG3Dv5SU+gD0M8K/lp+TXrwMwb89EpIk2PC/vzjyvFf67r2/+S4vdtMUvL9mGHCfV2O6v1z+BvN627i/wTB7kDF+t79x/1OXb0y2v0y6GCcpR7W/NLFQX1JvtL8LNINf38Wzv7CSN0fES7O/Ax31NfUBs7/mIkNLZumyvzj0qKYLA7O/2+CtZ9lPs7+vONmtw9CzvwAAAAAAAPh/Zv+05QaW5L+r8xKzJfXjvxzwAqo9VeO/EywWuGy24r/f3t3K0Bjiv94/68+HfOG/YobPtK/h4L/E6RtnZkjgv65Cw6iTYd+/6Mhj1O813r/h1DssHQ7dv0jVbYtX6tu/yTgczdrK2r8RbmnM4q/Zv83jd2Srmdi/qghqcHCI179SS2LLbXzWv3cag1DfddW/v+Tu2gB11L/dGMhFDnrTv3slMWxDhdK/SnlMKdyW0b/zgjxYFK/Qv0RiR6hPnM+/DeVI8KTozb+Wa8I+oEPMvz/T+Em5rcq/XfkwyGcnyb9Mu69vI7HHv2L2ufZjS8a/AIiUE6H2xL94TYR8UrPDvykkzufvgcK/aum2C/Fiwb+WeoOezVbAvxJq8az6u76/MOy20+/xvL9BNuEdalC7v/QC+vdY2Lm/Ag2LzquKuL8aDx4OUmi3v/HDPCM7cra/OuZwelaptb+oMESAkw61v/JdQKHhorS/ySjvSTBntL/gS9rmbly0v+uBi+SMg7S/oIWMr3ndtL+vEWe0JGu1vwAAAAAAAPh/K+rg1yNv5L8d5Wh+e8/jvxBjKR7cMOO/gEEJDmOT4r/mXe+kLffhv8GVwjlZXOG/i8ZpIwPD4L/Gzcu4SCvgv9ARn6GOKt+/4Kq3hDgC3r+0Ia/Iyd3cv0UxUxt9vdu/jJRxKo2h2r+CBtijNIrZvyFCVDWud9i/YAK0jDRq1782AsVXAmLWv578VERSX9W/j6wxAF9i1L8EzSg5Y2vTv/MYCJ2ZetK/WUud2TyQ0b8sH7ach6zQv8eeQChpn8+/9C1T2/zzzb/OYT+uP1fMv0ywoPymycq/WY8SIqhLyb/odDB6uN3Hv+zWlWBNgMa/VyveMNwzxb8X6KRG2vjDvyCDhf28z8K/ZHIbsfm4wb/TKwK9BbXAv8BKqvmsiL+/9KlfmMLOvb8qYVsNNz28v0Bc1A/11Lq/HocBV+eWub+kzRma+IO4v7QbVJATnbe/Ml3n8CLjtr8CfgpzEVe2vwZq9M3J+bW/IQ3cuDbMtb81U/jqQs+1vyYogBvZA7a/1neqAeRqtr8qLq5UTgW3vwAAAAAAAPh/pMW0kg1I5L9v+Yein6njv0aLj3hKDOO/Fti+1Cpw4r/HPAl3XdXhv0kWYh//O+G/h8G8jSyk4L9umwyCAg7gv80Bing7896/v52y+DXO3b+FxHkELq3cv/wvxhtdkNu//Jl+vvx32r9bvIlsRmTZv/NQzqVzVdi/mREz6r1L178muJ65XkfWv3P+95OPSNW/Vp4l+YlP1L+pUQ5ph1zTv0LSmGPBb9K//NmraHGJ0b+vIi740KnQv2HMDCQzos+/sLw2bAn/zb8BiqfIl2rMvwGoLDlR5cq/XoqTvahvyb/KpKlVEQrIv/VqPAH+tMa/klAZwOFwxb9KyQ2SLz7Ev9FI53ZaHcO/2EJzbtUOwr8OK394ExPBvyV12JSHKsC/kimZhkmrvr9Y+1EHvCm9v/1GdqtM0bu/4vOgcuGiur9i6WxcYJ+5v+IOdWivx7i/v0tUlrQcuL9ah6XlVZ+3vxSpA1Z5ULe/TZgJ5wQxt79kPFKY3kG3v7h8eGnsg7e/rEAXWhT4t7+eb8lpPJ+4vwAAAAAAAPh/KlAoeMQg5L9uPVN+koPjv1Xg2hSJ5+K/vW93ZMRM4r97IuGVYLPhv2sv0NF5G+G/Zs38QCyF4L+SZj4YKOHfv9Qv37eau96/SGRMsuiZ3b+jcfZYSnzcv5nFTf33Ytu/3s3C8ClO2r8m+MWEGD7ZvySyxwr8Mti/jmk41Awt178TjIgygyzWv2qHKHeXMdW/R8mI84E81L9cvxn5ek3Tv1/XS9m6ZNK/A3+P5XmC0b8AJFVv8KbQvwJoGpCtpM+/gDlQgsoJzr/flyxYqH3Mv4dekLS3AMu/3mhcOmmTyb9PknGMLTbIvz22sE116ca/FbD6ILGtxb86WzCpUYPEvxaTMonHasO/DzPiY4Nkwr+QFiDc9XDBv/8YzZSPkMC/hSuUYYKHv7+G0O+l9hW+v8/Xbjxdzby/NPjSapeuu79/6N12hrq6v4FfUaYL8rm/ChTvPghWub/qvHiGXee4v+8QsMLspri/6sZWOZeVuL+olS4wPrS4v/sz+ezCA7m/sFh4tQaFub+Yum3P6ji6vwAAAAAAAPh/6LCy6kj547+rQylxVF3jv9ODKE+YwuK/jF7nFTAp4r8DwZxWN5Hhv2WYf6LJ+uC/4NHGigJm4L9DtVJB+6Xfv6g/vOqsg96/Tx04NFFl3b+OKDRAH0vcv8I7HjFONdu/RzFkKRUk2r9243NLqxfZv6gsu7lHENi/O+enliEO17+B7acEcBHWv9wZKSZqGtW/o0aZHUcp1L8xTmYNPj7Tv+EK/heGWdK/DlfOX1Z70b8TDUUH5qPQv4sOoGHYps+/CEC6/T8Uzr9QY7QncZDMvxktaiTaG8u/FVK3OOm2yb/4hnepDGLIv3mAhruyHce/TvO/s0nqxb8olP/WP8jEv70XIWoDuMO/wjIAsgK6wr/smXjzq87Bv/ABZnNt9sC/gh+kdrUxwL+qTh2E5AG/v0CcAjUkyb2/MJGviQa6vL/gltsLaNW7v7sWPkUlHLu/KXqOvxqPur+VKoQEJS+6v2iR1p0g/bm/Chg9Fer5ub/mJ2/0XSa6v2UqJMVYg7q/74gTEbcRu7/vrPRhVdK7vwAAAAAAAPh/+IBJTZvR479cNePa5Tbjv1haDIR4neK/bPI1Qm4F4r8MANEO4m7hv7iFTuPu2eC/6YUfua9G4L88BmoTf2rfv6D//5xyS96/8/ziAXAw3b8uA/U0rRncv0oXGClgB9u/PD4u0b752b/9fBkg//DYv4HYuwhX7de/wlX3ffzu1r+x+a1yJfbVv0rJwdkHA9W/hMkUptkV1L9T/4jK0C7Tv7JvADojTtK/kx9d5wZ00b/zE4HFsaDQv4ajnI6zqM+/+rtNv2kezr8ue9kC8qLMvxLrAz+4Nsu/kRWRWSjayb+aBEU4ro3IvxrC48C1Uce/A1gx2aomxr870PFm+QzFv7c06U8NBcS/Yo/beVIPw78p6ozKNCzCv/5OwScgXMG/ycc8d4CfwL/3vIY9g+2/vwQ6MgifxL6/lxoEGizFvb+KcoQ+AvC8v7dVO0H5Rby//dew7ejHu782DW0PqXa7vz4J+HERU7u/8t/Z4Pldu78qpZonOpi7v8ZswhGqAry/n0rZaiGevL+SUmf+d2u9vwAAAAAAAPh/bNNfA7yp478v4tMbRxDjv50jkBAqeOK/vpH8Qn/h4b+UJoEUYUzhvyXchebpuOC/eKxyGjQn4L8mI18jtC7fv+8KSVvsEt6/WwRzn0X73L9zA62y9Ofbv0X8xlcu2dq/1uKQUSfP2b83q9piFMrYv21JdE4qyte/ibEt153P1r+N19a/o9rVv4qvP8tw69S/iC04vDkC1L+TRZBVMx/Tv7XrF1qSQtK/+ROfjIts0b9ssvWvU53Qvyd21w0/qs+//EOiqEcozr9otuu1KrXMv4S1U7tRUcu/ZCl6Pib9yb8c+v7EEbnIv8MPgtR9hce/blKj8tNixr8vqgKlfVHFvyD/P3HkUcS/VDn73HFkw7/gQNRtj4nCv9z9aqmmwcG/WlhfFSENwb9wOFE3aGzAv2oMwSnLv7+/elNaZwXQvr86Fq4yUgq+v9Yk/JaEb72/eE+En28Avb9LZoZX5r28v3k5Qsq7qLy/Lpn3AsPBvL+TVeYMzwm9v9M+TvOygb2/GSVvwUEqvr+Q2IiCTgS/vwAAAAAAAPh/9TvlcKuB47/JzsaUeOnivyqRMlKtUuK/ytpFcmO94b9bAx6+tCnhv49i2P66l+C/GVCS/Y8H4L9XR9IGm/Lev+5p9LIa2t2/XrfFkdLF3L8J34A19rXbv1aQYDC5qtq/qnqfFE+k2b9qTXh066LYv/i3JeLBpte/uWni7wWw1r8REukv677Vv2VgdDSl09S/GQS/j2fu07+UrAPUZQ/TvzcJfZPTNtK/aMllYORk0b+PnPjMy5nQvxJk4NZ6q8+/gXIOnNkxzr8uw/ANG8fMv+W0/FCma8u/baanieIfyr+R9mbcNuTIvxcEsG0Kuce/zC34YcSexr9z0rTdy5XFv9lQWwWInsS/yAdh/V+5w78GVjvquubCv1+aX/D/JsK/mDNDNJZ6wb98gFva5OHAv9XfHQdTXcC/1WD/vY/av78MouwMVSS/v99A7kPEmL6/4vruq6s4vr+njdmN2QS+v762mDIc/r2/uzMX40Elvr8uwj/oGHu+v6of/YpvAL+/wAk6FBS2v78Cn3Bmak7AvwAAAAAAAPh/g9RE+mlZ479MQv+mesLivy5c5qYCLeK/OMKMKhuZ4b9yFIVi3Qbhv+3yYX9iduC/Z/trY4fP37+qqSdUNLbev7MwHDL+oN2/o9BuXheQ3L+QyUQ6soPbv5VbwyYBfNq/y8YPhTZ52b9PS0+2hHvYvzQppxseg9e/maA8FjWQ1r+U8TQH/KLVvz5ctU+lu9S/syDjUGPa078Kf+NraP/Sv1+32wHnKtK/zAnxcxFd0b9ptkgjGpbQv5v6D+JmrM+/LD2ofB87zr+0tKTYwtjMv2jhT7i1hcu/e0P03VxCyr8fW9wLHQ/Jv4eoUgRb7Me/6KuhiXvaxr9x5RNe49nFv1fV80P36sS/zvuL/RsOxL8I2SZNtkPDvzjtDvUqjMK/kbiOt97nwb9Fu/BWNlfBv4h1f5WW2sC/jWeFNWRywL+GEU35Ax/Av07nQUa1wb+/RhyX6plwv79Wwi5kf0u/v+jZnTcvU7+/YmN56XKIv78mX1b+E+y/v8/mZP1tP8C/l1e0McqgwL8eAmRegxrBvwAAAAAAAPh/h0FkBPgw4799Uje0TZviv/tZEW0qB+K/QbC7xqZ04b+Mrf9Y2+PgvxuqprvgVOC/WPzzDJ+P378BBIaigHnev6YblmeXZ92/yfO2ixRa3L/kPHs+KVHbv3enda8GTdq/AOQ4Dt5N2b/6oleK4FPYv+SUZFM/X9e/OmrymCtw1r9405OK1obVvxuB21dxo9S/oiNcMC3G07+Ka6hDO+/Sv1AJU8HMHtK/cq3u2BJV0b9sCA66PpLQv3WVhygDrc+/uElFLhlEzr+ajnrkIerMvxbFTKp/n8u/Jk7h3pRkyr/Eil3hwznJv+rb5hBvH8i/lqKizPgVx7+8P7Zzwx3Gv1sUR2UxN8W/bIF6AKVixL/q53WkgKDDv9CoXrAm8cK/FiVag/lUwr+4vY18W8zBv67THvuuV8G/98cyXlb3wL+K++4EtKvAv2DPeE4qdcC/d6T1mRtUwL/H24pG6kjAv0vWXbP4U8C//vSTP6l1wL/ZmFJKXq7Av9civzJ6/sC/8vP+V19mwb8mbTcZcObBvwAAAAAAAPh/BrWi9FUI47/O7p4e8nPiv2iPiwMl4eG/5JwrogZQ4b9KHUL5rsDgv6oWkgc2M+C/HR69l2dP378OGdWJgDzevzwq8uLmLd2/wl2aoMoj3L+6v1PAWx7bv0FcpD/KHdq/az8SHEYi2b9ZdSNT/yvYvx4KXuIlO9e/2AlIx+lP1r+fgGf/emrVv4t6QogJi9S/uANfX8Wx078/KEOC3t7Svzn0dO6EEtK/xHN6oehM0b/2stmYOY7Qv9B7MaRPrc+/a0F7lcZMzr/wzpwAOPvMv5M8ouADucu/hqKXMIqGyr/9GInrKmTJvyy4ggxGUsi/SJiQjjtRx7+B0b5sa2HGvwx8GaI1g8W/HrCsKfq2xL/ohYT+GP3Dv6AVrRvyVcO/eHcyfOXBwr+jwyAbU0HCv1YShPOa1MG/xHtoAB18wb8hGNo8OTjBv5//5KNPCcG/ckqVMMDvwL/OEPfd6uvAv+ZqFqcv/sC/73D/hu4mwb8bO754h2bBv57hXndavcG/q3ztfccrwr93JHaHLrLCvwAAAAAAAPh/nPDXMITf4r9g6tpIaEzivz5DnsnyuuG/DSujGDsr4b+c0WqbWJ3gv8NmdrdiEeC/qDSOpOEO379MOLyiNP/dvxQ4eTTt89y/qZPHJDrt27+2qqk+Suvav+HcIU1M7tm/1okyG2/22L87Ed5z4QPYv7fSJiLSFte/9C0P8W8v1r+Ygpmr6U3Vv0wwyBxuctS/u5adDyyd07+KFRxPUs7Sv2MMRqYPBtK/7dod4JJE0b/T4KXHCorQv3T7wE9Mrc+/mCKglydVzr9i9u38BAzNvyI2rxVC0su/KqHodzyoyr/I9p65UY7Jv0321nDfhMi/DF+VM0OMx79T8N6X2qTGv3NpuDMDz8W/vokmnRoLxb+DEC5qflnEvxS90zCMusO/v04ch6Euw7/XhAwDHLbCv6seqTpZUcK/jtv2w7YAwr/Nevo0ksTBv7q7uCNJncG/pl02JjmLwb/iH3jSv47Bv73Bgr46qMG/iQJbgAfYwb+VoQWugx7CvzNeh90MfMK/s/fkpADxwr9mLSOavH3DvwAAAAAAAPh/JUZTH4O24r+sBASWsCTiv0wPAx+UlOG/isJVhkQG4b/negGY2Hngv9QpF0DO3t+/Ltry1A3O3r/nv6CGncHdvwOUK+2qudy/jg+eoGO227+Q6wI59bfavxDhZE6Nvtm/HanOeFnK2L+7/EpQh9vXv/WU5GxE8ta/0SqmZr4O1r9ad5rVIjHVv5czzFGfWdS/kxhGc2GI079W3xLSlr3Sv+pAPQZt+dG/VfbPpxE80b+kuNVOsoXQv7mBsib5rM+/EZDKGjxdzr9gDgmqiBzNv7xugwQ668u/MiNPWqvJyr/YnYHbN7jJv7tQMLg6t8i/8q1wIA/Hx7+KJ1hEEOjGv5Yv/FOZGsa/KjhyfwVfxb9Vs8/2r7XEvysTKurzHsS/vMmWiSybw78bSSsFtSrDv1gD/YzozcK/iGohUSKFwr+48K2BvVDCv/4HuE4VMcK/aSJV6IQmwr8Mspp+ZzHCv/gonkEYUsK/QPl0YfKIwr/1lDQOUdbCvyhu8nePOsO/7PbDzgi2w79Sob5CGEnEvwAAAAAAAPh/XpfaJlON4r868aVpy/zhv5nw4mMJbuG/FKniRyPh4L9KLvZHL1bgv7Mn3SyHmt+/vto5y+yM3r/znKTPu4Pdv4iVv54gf9y/vOssnUd/27/Gxo4vXYTav+RNh7qNjtm/U6i4ogWe2L9N/cRM8bLXvwl0Th19zda/xzP3eNXt1b/AY2HEJhTVvywrL2SdQNS/SrECvWVz079VHX4zrKzSv4SWQyyd7NG/GET1C2Uz0b9KTTU3MIHQv6WySyVWrM+/3B7SBQRlzr+uLULZwizNv5Ut4GjrA8y/Am3wfdbqyr9uOrfh3OHJv07keF1X6ci/Grl5up4ByL9FB/7BCyvHv0YdSj33Zca/lUmi9bmyxb+l2kq0rBHFv/AeiEIog8S/6GSeaYUHxL8G+9HyHJ/Dv74vZ6dHSsO/h1GiUF4Jw7/Xrse3udzCvyOWG6ayxMK/41Xi5KHBwr+MPGA94NPCv5SY2XjG+8K/cbiSYK05w7+a6s+97Y3Dv4R91Vng+MO/pb/n/d16xL90/0pzPxTFvwAAAAAAAPh/PFSprvRj4r8OXr4nudThv05W1fhSR+G/JxpUute74L/BhqAEXTLgv5LyQODwVd+/051zKn9L3r+gyaQYkEXdv0IwoNtORNy/GYwxpOZH2792lySjglDav7IMRQlOXtm/IqZeB3Rx2L8dHj3OH4rXv/QurI58qNa/ApN3ebXM1b+YBGu/9fbUvw4+UpFoJ9S/ufn4Hzle07/x8SqckpvSvwnhszag39G/WYFfII0q0b82jfmJhHzQv+l9m0hjq8+/1qFPQH9szr/f+qZcszzNv6/9OP9VHMy/8h6dib0Ly79S02pdQAvKv3qPOdw0G8m/GsigZ/E7yL/Y8TdhzG3Hv2GBliocsca/YutTJTcGxr+GpAezc23Fv3ghSTUo58S/5NavDatzxL9zOdOdUhPEv9O9Skd1xsO/sNita2mNw7+y/pNshWjDv4iklKsfWMO/3D5Hio5cw79aQkNqKHbDv6wjIK1DpcO/gFd1tDbqw79/UtrhV0XEv1aJ5pb9tsS/r3AxNX4/xb83fVIeMN/FvwAAAAAAAPh/Q3hvHmg64r8e+bs0eqzhv8Ev3z5xIOG/7V0eO2KW4L9gxb4nYg7gv7NPCwYMEd+/NY5wlsUJ3r/KyTf9Ggfdv+iF6zY2Cdy/EkYWQEEQ27/LjUIVZhzav4/g+rLOLdm/4cHJFaVE2L8/tTk6E2HXvyg+1RxDg9a/HuAmul6r1b+cHrkOkNnUvyV9FhcBDtS/OH/Jz9tI079UqFw1SorSv/l7WkR20tG/p31N+Ykh0b/fMMBQr3fQvzwyeo4gqs+/zHOdsq1zzr9oLf8GWkzNvxJmtIR5NMy/yyTSJGAsy7+QcG3gYTTKv2BQm7DSTMm/PMtwjgZ2yL8h6AJzUbDHvxCuZlcH/Ma/CCSxNHxZxr8IUfcDBMnFvxA8Tr7ySsW/HuzKXJzfxL8yaILYVIfEv0q3iSpwQsS/aOD1S0IRxL+J6ts1H/TDv6zcUOFa68O/0r1pR0n3w7/5lDthPhjEvyBp2yeOTsS/SUFelIyaxL9vJNmfjfzEv5UZYUPldMW/uCcLeOcDxr/YVew26KnGvwAAAAAAAPh/moZQ3q0Q4r+TdH31DoThvz75cZdk+eC/D98eKMNw4L/w4OkWftTfv9vvyUrZy96/xn+/s8DH3b+bJawZXcjcvz12cUTXzdu/lgbx+1fY2r+MawwICOjZvwU6pTAQ/di/7AadPZkX2L8pZ9X2yzfXv57vLyTRXda/NzWOjdGJ1b/WzNH69bvUv2ZL3DNn9NO/zkWPAE4z07/2UMwo03jSv8MBdXQfxdG/Hu1qq1sY0b/wp4+VsHLQvzmOifWNqM+/Gb/XRY96zr9NDM2rtlvNv6efLLdVTMy/9KK5971My78CQDf9QF3Kv52gaFcwfsm/mu4Qlt2vyL/CU/NImvLHv+T50v+3Rse/0QpzSoisxr9XsJa4XCTGv0QUAdqGrsW/ZmB1PlhLxb+NvrZ1IvvEv4ZYiA83vsS/IVitm+eUxL8s5+iphX/Ev3Qv/slifsS/ylqwi9CRxL/8ksJ+ILrEv9cB+DKk98S/K9ETOK1Kxb/GKtkdjbPFv3g4C3SVMsa/DSRtyhfIxr9WF8KwZXTHvwAAAAAAAPh//ITiVsbm4b/uiVDPd1vhv8nHamQt0uC/bj+b3/pK4L9x45cU6Ivfvw6/zVtZht6/axOsJ3GF3b9L4gYLV4ncv2Atspgyktu/afaBYyug2r8iP0r+aLPZv0YJ3/sSzNi/kFYU71Dq17+9KL5qSg7Xv4aBsAEnONa/p2K/Rg5o1b/azb7MJ57Uv9vEgiab2tO/Zknf5o8d0782XaigLWfSvwUCsuabt9G/kTnQSwIP0b+UBddiiG3Qv4/PNH2rps+/0MPc4yOBzr9i600fyWrNv7xJMFXqY8y/VOIrq9Zsy7+guOhG3YXKvxXQDk5Nr8m/LixG5nXpyL9d0DY1pjTIvxnAiGAtkce/2v7jjVr/xr8XkPDifH/Gv0Z3VoXjEca/3be9mt22xb9SVc5Ium7FvxxTMLXIOcW/s7SLBVgYxb+MfYhftwrFvx2xzug1EcW/3FIGxyIsxb9CZtcfzVvFv8Tu6RiEoMW/2e/l15b6xb/4bHOCVGrGv5VpOj4M8Ma/KeniMA2Mx78q7xSApj7IvwAAAAAAAPh/r/Us8bG84b80/PAntTLhv/dTEQjMquC/CGxAwAkl4L/tZmH+AkPfv6oyKeeMQN6/aBk9mNdC3b9O+QFvCUrcv3ew3MhIVtu/Cx0yA7xn2r8nHWd7iX7Zv/OO4I7Xmti/jlADm8y8178dQDT9juTWv8A72BJFEta/miFUORVG1b/LzwzOJYDUv3gkZy6dwNO/w/3Ht6EH07/NOZTHWVXSv7q2MLvrqdG/q1IC8H0F0b/G623DNmjQv07AsCV5pM+/6RtNd2uHzr+gpno2kXnNv7YcAx43e8y/cjqw6KmMy78XvEtRNq7Kv+hdnxIp4Mm/Ltx0584iyb8r85WKdHbIvyJfzLZm28e/WtzhJvJRx78YJ6CVY9rGv6D70L0Hdca/NhY+Wisixr8eM7ElG+LFv54O9NojtcW/+mTQNJKbxb948g/uspXFv1lzfMHSo8W/5aPfaT7Gxb9fQAOiQv3FvwwFsSQsSca/Mq6yrEeqxr8U+NH04SDHv/ae2LdHrce/Hl+QsMVPyL/R9MKZqAjJvwAAAAAAAPh/MNCnFnGS4b/smIdlxwnhv4oDF+VAg+C/RF9DUuD937+ZeeaKz/nev0qVrpt0+t2/h/EyrPT/3L+MzQrkdArcv4FozWoaGtu/oAESaAov2r8d2G8DaknZvykrfmReadi/+DnUsgyP17/BQwkWmrrWv7WHtLUr7NW/BUVtueYj1b/puspI8GHUv5EoZIttptO/MM3QqIPx0r/+56fIV0PSvyu4gBIPnNG/7Hzyrc770L91dZTCu2LQv+/B++/2oc+/Uv2L62WNzr92GwjHDojNv8iantE7ksy/qPl9Wjesy7+DttSwS9bKv7xP0SPDEMq/vkOiAuhbyb/tEHacBLjIv7A1e0BjJci/cDDgPU6kx7+Sf9PjDzXHv4Chg4Hy18a/nhQfZkCNxr9VV9TgQ1XGvwzo0UBHMMa/KEVG1ZQexr8T7V/tdiDGvzJeTdg3Nsa/7RY95SFgxr+slV1jf57Gv9JY3aGa8ca/zN7q771Zx7/9pbScM9fHv80safdFasi/pPE2Tz8Tyb/ockzzadLJvwAAAAAAAPh/53g6MQRo4b8SOKnuruDgvyXylV6MW+C/NYlv81yx37/JmYtxTrDev/pQ7igRtN2/t+kFC8m83L/wnkAJmsrbv42rDBWo3dq/g0rYHxf22b+8thEbCxTZvyorJ/inN9i/uuKGqBFh179eGJ8dbJDWv/4G3kjbxdW/jumxG4MB1b/6+oiHh0PUvzB20X0MjNO/H5b57zXb0r+3lW/PJzHSv+WvoQ0GjtG/mB/+m/Tx0L/BH/NrF13Qv5LW3d0kn8+/Rnq/LBOTzr94oGenQZbNvwi/sjD4qMy/zkt9q37Ly7+svKP6HP7Kv3qHAgEbQcq/GSJ2ocCUyb9lAtu+VfnIvzqeDTwib8i/dmvq+232x7/4303hgI/Hv5pxFM+iOse/OpYaqBv4xr+1wzxPM8jGv+lvV6cxq8a/sRBHk16hxr/tG+j1AavGv3gHF7JjyMa/MEmwqsv5xr/wVpDCgT/Hv5imk9zNmce/BK6W2/cIyL8Q43WiR43Iv5u7DRQFJ8m/ga06E3jWyb+eLtmC6JvKvwAAAAAAAPh/p7c6q2s94b/xulUqbLfgv+X4D9iuM+C/OMu/I4pk379a6ndqgGbev2s3NT9jbd2/mJrkXFV53L8c/HJ+eYrbvyNEzV7yoNq/41rguOK82b+OKJlHbd7Yv1yV5MW0Bdi/fomv7tsy178o7eZ8BWbWv4uodytUn9W/3qNOtere1L9Sx1jV6yTUvxr7gkZ6cdO/aye6w7jE0r93NOsHyh7Sv3QKA87Qf9G/lJHu0O/n0L8LsprLSVfQvxeo6PECnM+/kr/QJ3OYzr/ueseuKaTNv5Oqpvxrv8y/6R5Ih3/qy79UqIXEqSXLvzwXOSowccq/Cjw8LljNyb8g52hGZzrJv+romOiiuMi/zRGmilBIyL8wMmqitenHv3oav6UXnce/Ept+Crxix79ehIJG6DrHv8ampM/hJce/sdK+G+4jx7+F2KqgUjXHv6mIQtRUWse/hbNfLDqTx79/KdweSODHv/26kSHEQci/ajhaqvO3yL8ocg8vHEPJv6A4iyWD48m/OVynA26Zyr9arT0/ImXLvwAAAAAAAPh/Pq1r76cS4b8XCvd//43gvwy1bbWoC+C/+Lq1o2gX37+FZZMuZhzev33Iio9rJt2/m0KySpo13L+cMiDkE0rbvzf36t/5Y9q/KO8owm2D2b8refAOkajYv/3zV0qF09e/Wb51+GsE17/5NmCdZjvWv5i8Lb2WeNW/86302x281L/Cact9HQbUv8NOyCa3VtO/r7sBWwyu0r9ED46ePgzSvzqog3VvcdG/UOX4Y8Dd0L9AJQTuUlHQv4aNdy+RmM+/LVFsyoWdzr/oUhO1xrHNvzFQmfeW1cy/ewYrmjkJzL9AM/Wk8UzLv/STJCACocq/DeblE64Fyr8E52WIOHvJv05U0YXkAcm/YOtUFPWZyL+0aR08rUPIv76MVwVQ/8e/9BEweCDNx7/OttOcYa3Hv8I4b3tWoMe/RlUvHEKmx7/SyUCHZ7/Hv9lT0MQJ7Me/1bAK3WssyL86nhzY0IDIv4DZMr576ci/HiB6l69myb+ILx9sr/jJvzfFTkS+n8q/oJ41KB9cy786eQAgFS7MvwAAAAAAAPh/08f8aLnn4L8OEmBXaWTgvzQb+7X0xt+/+yuYNPnJ3r+BDYV3ANLdv9R2r8sq39y/BR8Ffpjx278ovXPbaQnbv0QI6TC/Jtq/brdSy7hJ2b+ygZ73dnLYvyUeugIaode/0UOTOcLV1r/MqRfpjxDWvx8HNV6jUdW/3hLZ5RyZ1L8VhPHMHOfTv9YRbGDDO9O/L3M27TCX0r8xXz7AhfnRv+uMcSbiYtG/bbO9bGbT0L/IiRDgMkvQvw6Or5rPlM+/fUQCA0uizr/2pPSSGL/Nv5sdYuR468y/iBwmkawnzL/iDxwz9HPLv8FlH2SQ0Mq/SYwLvsE9yr+Y8bvayLvJv8wDDFTmSsm/BjHXw1rryL9i5/jDZp3IvwSVTO5KYci/CKit3Ec3yL+Njvconh/Iv7O2BW2OGsi/mI6zQlkoyL9ehNxDP0nIvyEGXAqBfci/AoINMF/FyL8eZsxOGiHJv5YgdADzkMm/ih/g3ikVyr8Y0euD/63Kv16jcom0W8u/fARQiYkezL+TYl8dv/bMvwAAAAAAAPh/NraIg6C84L8nv8sYqjrgv7xv5VpIdt+/QEtxmDx83r9XG7H/T4fdv4bqGqahl9y/UMMkoVCt2788sEQGfMjav8a78OpC6dm/dfCeZMQP2b/NWMWIHzzYv1D/2Wxzbte/gO5SJt+m1r/lMKbKgeXVv/3QSW96KtW/T9mzKeh11L9ZVFoP6sfTv6JMszWfINO/rMw0siaA0r/83lSan+bRvxKOiQMpVNG/deRIA+LI0L+m7Aiv6UTQv1Bifzi+kM+/+3jGwMKmzr9XMtMhH8zNv2ijkYYRAc2/NeHtGdhFzL/FANQGsZrLvx0XMHja/8q/RTnumJJ1yr9CfPqTF/zJvxr1QJSnk8m/07itxIA8yb923CxQ4fbIvwh1qmEHw8i/jpcSJDGhyL8QWVHCnJHIv5TOUmeIlMi/IA0DPjKqyL+7KU5x2NLIv2k5ICy5Dsm/NFFlmRJeyb8fhgnkIsHJvzLt+DYoOMq/dJsfvWDDyr/rpWmhCmPLv50hww5kF8y/jiMYMKvgzL/JwFQwHr/NvwAAAAAAAPh/Q1oUq12R4L9G+NsswhDgv2J2yCNNJd+/LbkMkjMu3r8XLDeCVTzdv0tC+tHQT9y/8G4IX8No2783JRQHS4favz/Yz6eFq9m/OfvtHpHV2L9MASFKiwXYv6RdGweSO9e/aYOPM8N31r/I5S+tPLrVv+b3rlEcA9W/8Sy//n9S1L8O+BKShajTv2rMXOlKBdO/Lh1P4u1o0r+DXZxajNPRv5QA9y9ERdG/inkRQDO+0L+SO55odz7Qv6Bznw5djM+/486w8+yqzr8+b9U72tjNvwY7cqJgFs2/jBjs4rtjzL8o7qe4J8HLvyeiCt/fLsu/4xp5ESCtyr+rPlgLJDzKv9TzDIgn3Mm/siD8QmaNyb+Yq4r3G1DJv9p6HWGEJMm/y3QZO9sKyb++f+NAXAPJvwiC4C1DDsm/+2F1vcsryb/rBQerMVzJvyxU+rGwn8m/EDO0jYT2yb/siJn56GDKvxI8D7EZ38q/2DJ6b1Jxy7+QUz/wzhfMv42Ew+7K0sy/JKxrJoKizb+nsJxSMIfOvwAAAAAAAPh/FboNTPFl4L9GMTH5Y83fvw/nl9sD1N6/V6H15N7f3b/na/C6EfHcv5VSLgO5B9y/LmFVY/Ej27+HowuB10Xav2sl9wGIbdm/rPK9ix+b2L8YFwbEus7Xv4KedVB2CNe/upSy1m5I1r+SBWP8wI7Vv9X8LGeJ29S/WIa2vOQu1L/nraWi74jTv1R/oL7G6dK/bwZNtoZR0r8JT1EvTMDRv/BkU88zNtG/+FP5O1qz0L/vJ+ka3DfQv0jZkSOsh8+/0Vt9jMmuzr8W7+C7SeXNv7yqCP1lK82/YaZAm1eBzL+m+dThV+fLvyi8ERygXcu/jQVDlWnkyr9w7bSY7XvKv3SLs3FlJMq/OPeKawreyb9fSIfRFanJv4aW9O7Ahcm/UPkeD0V0yb9aiFJ923TJv0hb24S9h8m/uIkFcSStyb9LKx2NSeXJv6BXbiRmMMq/WiZFgrOOyr8Wr+3xagDLv3cJtL7Fhcu/HU3kM/0ezL+nkcqcSszMv7XuskTnjc2/6nvpdgxkzr/jULp+807PvwAAAAAAAPh/SfBK01s64L8K0dzi83jfv14mC05tgt6/iNB0VT+R3b90v21mhaXcvx3jSe5av9u/cStdWtve2r9uiPsXIgTav//peJRKL9m/HEApPXBg2L+5emB/rpfXv8uJcsgg1da/R12zheIY1r8i5XYkD2PVv1ARERLCs9S/xNHVuxYL1L9xFhmPKGnTv0/PLvkSztK/UOxqZ/E50r9pXSFH36zRv48SpgX4JtG/t/tMEFeo0L/VCGrUFzHQv7pTon6rgs+/hZ2sfFiyzr/3zpp9bfHNv/bHFFwhQM2/bmjC8qqezL9GkEscQQ3Mv2YfWLMajMu/ufWPkm4by78l85qUc7vKv5b3IJRgbMq/9OLJa2wuyr8mlT32zQHKvxjuIw685sm/r80kjm3dyb/WE+hQGebJv3agFTH2AMq/eFNVCTsuyr/EDE+0Hm7Kv0SsqgzYwMq/3xEQ7Z0my79/HScwp5/Lvwyvl7AqLMy/caYJSV/MzL+V4yTUe4DNv2JGkSy3SM6/vq72LEglz79Lfv7XMgvQvwAAAAAAAPh/JxsJrp0O4L8DKlzqNCTfv/JGm0eKMN6/2MiOqFVC3b9v6/VBsVncv3nqj0i3dtu/sgEc8YGZ2r/bbFlwK8LZv65nB/vN8Ni/6S3lxYMl2L9L+7EFZ2DXv5MLLe+Roda/f5oVtx7p1b/N4yqSJzfVvzkjLLXGi9S/g5TYVBbn079mc++lMEnTv6P7L90vstK/9WhZLy4i0r8c9yrRRZnRv9fhY/eQF9G/4mTD1imd0L/8uwikKirQv8JF5idbfc+/oqqDtpm1zr8SHmhdRf3Nv44XEoaSVM2/lA4AmrW7zL+aerAC4zLMvyPToSlPusu/p49SeC5Sy7+iJ0FYtfrKv5AS7DIYtMq/7cfRcYt+yr82v3B+Q1rKv+ZvR8J0R8q/eFHUplNGyr9o25WVFFfKvzOFCvjrecq/VMawNw6vyr9IFge+r/bKv4jsi/QEUcu/lMC9REK+y7/kCRsYnD7Mv/Y/IthG0sy/RtpR7nZ5zb9OUCjEYDTOv4wZJMM4A8+/eq3DVDPmz7/LwUJxwm7QvwAAAAAAAPh/0ZXWk27F37+1TRbkJ8/evyQJgZVb3t2/FdQBpCLz3L96uoMLlg3cv0vI8cfOLdu/ewk31eVT2r8Dij4v9H/Zv9RV89ESsti/5nhAuVrq178s/xDh5CjXv6D0T0XKbda/MmXo4SO51b/cXMWyCgvVv5Dn0bOXY9S/RhH54OPC07/w5SU2CCnTv4ZxQ68dltK//L88SD0K0r9J3fz8f4XRv1/Vbsn+B9G/OLR9qdKR0L/HhRSZFCPQvwKsPCi7d8+/t2EMLY24zr+YRG440QjOv49sOEK5aM2/ifFAQnfYzL9w610wPVjMvyxyZQQ96Mu/rJ0ttqiIy7/WhYw9sjnLv5dCWJKL+8q/2+tmrGbOyr+MmY6DdbLKv5RjpQ/qp8q/3WGBSPauyr9TrPglzMfKv+Fa4Z+d8sq/cIURrpwvy7/uQ19I+37Lv0GuoGbr4Mu/V9yrAJ9VzL8a5lYOSN3Mv3Tjd4cYeM2/UuzkY0Imzr+cGHSb9+fOvz6A+yVqvc+/kZ2o/WVT0L+asKWJJ9LQvwAAAAAAAPh/z93yKVJt37+K8DWlzXnev6/YsgXii92/OhREDqej3L8lIcSBNMHbv299DSOi5Nq/FKf6tAcO2r8WHGb6fD3Zv2laKrYZc9i/EOAhq/Wu178EKyecKPHWv0W5FEzKOda/0AjFffKI1b+flxL0uN7Uv7Pj13E1O9S/BmvvuX+e07+TqzOPrwjTv1ojf7TcedK/VVCs7B7y0b+FsJX6jXHRv+PBFaFB+NC/bgIHo1GG0L8j8EPD1RvQv/sRTonLcc+/9pUV1DK7zr8waJPsEBTOv6KEfFiVfM2/SOeFne/0zL8ajGRBT33MvxJvzcnjFcy/Kox1vNy+y79b3xGfaXjLv59kV/e5Qsu/8Rf7Sv0dy79I9bEfYwrLv6L4MPsaCMu/8x0tY1QXy784YVvdPjjLv2y+cO8Ja8u/hTEiH+Wvy7+AtiTy/wbMv1RJLe6JcMy//eXwmLLszL9ziCR4qXvNv7AsfRGeHc6/r86v6r/Szr9oanGJPpvPv+t9u7mkO9C/eb86F4iz0L/b9xAgYTXRvwAAAAAAAPh/jIM+++YU3796U6cDJyTev13I4mYeOd2//JGBruNT3L8cYBRkjXTbv4fiKxEym9q/BclYP+jH2b9gwyt4xvrYv1uBNUXjM9i/wrIGMFVz179bBzDCMrnWv+4uQoWSBda/RdnNAotY1b8ptmPEMrLUv151lFOgEtS/r8bwOep507/hWQkBJ+jSv77ebjJtXdK/DgWyV9PZ0b+YfGP6b13Rvyb1E6RZ6NC/fh5U3qZ60L9qqLQybhTQv1+FjFWMa8+/MDozoIq9zr/Wzn5YBB/Ov+KikJEmkM2/4xWKXh4Rzb9qh4zSGKLMvwRXuQBDQ8y/RuQx/Mn0y7+6jhfY2rbLv/a1i6eiicu/hrmvfU5ty7/7+KRtC2LLv+bTjIoGaMu/1amI52x/y79a2rmXa6jLvwTFQa4v48u/YclBPuYvzL8GR9tavI7Mv36dLxff/8y/XCxghnuDzb8uU467vhnOv4Rx28nVws6/8eZoxO1+z7+BCSzfGSfQv6QqZWVqmNC/qYZw/n4T0b9Zzd4zbpjRvwAAAAAAAPh/i2lW5S283r8OLBbWNM7dvzyMfIgR5ty/6kmaTNkD3L/pJIByoSfbvw3dPkp/Udq/KTLnI4iB2b8X5IlP0bfYv6WyNx1w9Ne/p10B3Xk317/0pPfeA4HWv15IK3Mj0dW/uget6e0n1b/doo2SeIXUv5jZ3b3Y6dO/wmuuuyNV078rGRDcbsfSv6qhE2/PQNK/EMXJxFrB0b82Q0MtJknRv+vbkPhG2NC/Bk/DdtJu0L9cXOv33QzQv3iHM5j9ZM+//Im+hpS/zr/mP5lbqynOv+Uo5bZso82/ncTDOAMtzb+1klaBmcbMv9YSvzBacMy/p8Qe528qzL/SJ5dEBfXLv/27SelE0Mu/0QBYdVm8y7/1deOIbbnLvxKbDcSrx8u/zu/3xj7ny7/R88MxURjMv8Umk6QNW8y/UAiHv56vzL8cGMEiLxbNv87VYm7pjs2/EsGNQvgZzr+KWWM/hrfOv+EeBQW+Z8+/YUjKGWUV0L9ol5m1aoDQv1o8ASYF9dC/C/cRu0lz0b9Rh9zETfvRvwAAAAAAAPh/+bOaxidj3r80iuvz93fdv6Vxozq8kty/bzcgsYiz27+qqL9tcdrav3uS34aKB9q//sHdEug62b9ZBBgonnTYv6Em7NzAtNe//vW3R2T71r+KP9l+nEjWv2rQrZh9nNW/uHWTqxv31L+X/OfNiljUvyUyCRbfwNO/g+NUmiww07/O3Shxh6bSvybu4rADJNK/qeHgb7Wo0b96hYDEsDTRv7WmH8UJyNC/fhIciNRi0L/wldMjJQXQv1j8R10fXs+/ozDWfVDBzr/+Yg3WBTTOv6otqZJnts2/5ipl4J1Izb/v9Pzr0OrMvwUmLOIoncy/Z1iu781fzL9UJj9B6DLMvwgqmgOgFsy/xf16Yx0LzL/JO52NiBDMv1R+vK4JJ8y/ol+U88hOzL/0eeCI7ofMv4hnXJui0sy/ncLDVw0vzb9zJdLqVp3Nv0cqQ4GnHc6/WWvSRyewzr/mgjtr/lTPv5cFHYwqBtC/Os/EvSlr0L936/LgkNnQv3InBQx0UdG/R1BZVefS0b8XM03T/l3SvwAAAAAAAPh/XpssftUJ3r9pvEs1cSHdv6pVME4fP9y/QF5VpfJi279RzTUX/ozav/uZTIBUvdm/ZbsUvQj02L+zKAmqLTHYvwPZpCPWdNe/e8NiBhW/1r86370u/Q/Wv2gjMXmhZ9W/JIc3whTG1L+WAUzmaSvUv9mJ6cGzl9O/FxeLMQUL079toKsRcYXSvwEdxj4KB9K/9INVleOP0b9qzNTxDyDRv4btvjCit9C/a96OLq1W0L92LH+Ph/rPvzEYmLHxVs+/TW5efL7Czr8PHcioEz7Ov74Sy+8Wyc2/oT1dCu5jzb/5i3Sxvg7Nvw7sBp6uycy/JkwKieOUzL+ImnQrg3DMv3TFOz6zXMy/N7tVeplZzL8QariYW2fMv0jAWVIfhsy/JKwvYAq2zL/pGzB7QvfMv939UFztSc2/RkCIvDCuzb9o0ctUMiTOv4qfEd4XrM6/8ZhPEQdGz7/jq3unJfLPv1HjxaxMWNC/ves68MPA0L9X5pd6izLRv0DKVyi2rdG/nY711VYy0r+QKuxfgMDSvwAAAAAAAPh/RT3s6zew3b/uMRRzocrcv5aZr5Q769u/B9Ip8xcS278FOe4wSD/av1ssaPDdctm/zwkD1Oqs2L8tLyp+gO3Xvzf6SJGwNNe/usjKr4yC1r95+Bp8JtfVv0LnpJiPMtW/2vLTp9mU1L8JeRNMFv7Tv5nXzidXbtO/T2xx3a3l0r/zlGYPLGTSv1CvGWDj6dG/Kxn2ceV20b9OMGfnQwvRv4BS2GIQp9C/it20hlxK0L9oXtDqc+rPv4lKu6J0T8+/CjsBet7Dzr9563i11EfOv2gX+Zl6282/ZHpYbPN+zb8C0G1xYjLNv8zTD+7q9cy/VkEVJ7DJzL8x1FRh1a3Mv+lHpeF9osy/Eljd7MynzL84wNPH5b3Mv/A7X7fr5My/xoZWAAIdzb9LXJDnS2bNvxB447HswM2/pJUmpActzr+YcDADwKrOv3zE1xM5Os+/3kzzGpbbz7+o4qwufUfQv7H08I9EqtC/Ujqx0zIW0b9TEVmcWYvRv3zXU4zKCdK/lOoMRpeR0r9lqO9r0SLTvwAAAAAAAPh/Qmt28E9W3b9YW9mGiXPcv+4VX+ARl9u/Z7w5ZfnA2r8icJt9UPHZv4ZStpEnKNm/84S8CY9l2L/TKOBNl6nXv39fU8ZQ9Na/XkpI28tF1r/UCvH0GJ7Vv0LCf3tI/dS/DJIm12pj1L+WmxdwkNDTv0EAha7JRNO/cuGg+ibA0r+JYJ28uELSv+qerFyPzNG/970AQ7td0b8W38vXTPbQv6YjQINUltC/DK2PreI90L9YOdl9D9rPv80nEj+oR8+/QGgub7DEzr90PZLeSFHOvy/qoV2S7c2/O7HBvK2Zzb9Z1VXMu1XNv1CZwlzdIc2/5j9sPjP+zL/iC7dB3urMvwdABzf/58y/Hh/B7rb1zL/r60g5JhTNvzPpAudtQ82/vVlTyK6Dzb9OgJ6tCdXNv62fSGefN86/nvq1xZCrzr/o00qZ/jDPv1Bua7IJyM+/Twa+cGk40L/KeHB7vZXQv/wvf2ER/NC/Sk0ci3Vr0b8V8nlg+uPRv8E/ykmwZdK/sFc/r6fw0r9FWwv58ITTvwAAAAAAAPh/6HcibR783L80ieRKKhzcv3ALLASjQtu/R2HLxpdv2r9b7ZTAF6PZv1oSWx8y3di/6zLwEPYd2L+7sSbDcmXXv23x0GO3s9a/q1TBINMI1r8fPson1WTVv3IQvqbMx9S/TC5vy8gx1L9Z+q/D2KLTvz3XUr0LG9O/oycq5nCa0r8zTghsFyHSv5etv3wOr9G/dqgiRmVE0b97oQP2KuHQv0z7NLpuhdC/lRiJwD8x0L/8t6RtWsnPv1xQxpWMP8+/n78bVTTFzr8Uy0kHcFrOvw049Qde/82/3svCshy0zb/XS1djynjNv0l9V3WFTc2/hCVoRGwyzb/gCS4snSfNv6bvTYg2Lc2/LpxstFZDzb/H1C4MHGrNv8ReOeukoc2/dP8wrQ/qzb8qfLqtekPOvzmaekgErs6/8B4W2copz7+izzG77LbPv9A4OSXEKtC/H2U+8d2C0L9kz3rv0uPQv0rawE2yTdG/eujiOYvA0b+cXLPhbDzSv1mZBHNmwdK/WgGpG4dP079H93IJ3ubTvwAAAAAAAPh/5QEARKSh3L/QyDGahMTbv2YSsdPv7dq/UiHN4/Md2r86ONW9nlTZv8eZGFX+kdi/o4jmnCDW1795R46IEyHXv+0YXwvlcta/rT+oGKPL1b9e/rijWyvVv6uX4J8cktS/PE5uAPT/07+9ZLG473TTv9Md+bsd8dK/KryU/Yt00r9pgtNwSP/RvzizBAlhkdG/QZF3ueMq0b8vX3t13svQv6hfXzBfdNC/V9Vy3XMk0L/KBQrgVLjPv/RVyrYhN8+/fiDFJWrFzr+66pgTSmPOv/o55GbdEM6/kJNFBkDOzb/PfFvYjZvNvwZ7xMPieM2/ihMfr1pmzb+sywmBEWTNv7woIyAjcs2/ELAJc6uQzb/25ltgxr/Nv8JSuM6P/82/xni9pCNQzr9S3gnJnbHOv7oIPCIaJM+/Tn3ylrSnz7+x4OWGRB7QvyQts7ZZcdC/qGYwzifN0L/lz6zAvDHRv4ard4Emn9G/NTzgA3MV0r+YxDU7sJTSv1qHxxrsHNO/IsfklTSu07+bxtyfl0jUvwAAAAAAAPh/lr3UV+JG3L+Qv21QmWzbv34INCP5mNq/J3vTiA7M2b9N+vc55gXZv7RoTe+MRti/Ial/YQ+O179cnjpJetzWvyIrKl/aMda/PTL6WzyO1b9vllb4rPHUv3466+w4XNS/LgFk8uzN079EzWzB1UbTv4KBsRIAx9K/sADennhO0r+NLZ4eTN3Rv+LqnUqHc9G/chuJ2zYR0b8BoguKZ7bQv1Nh0Q4mY9C/LjyGIn8X0L+sKqz7/qbPvx2f2bJnLs+/OZvs21HFzr+I5Dzo1mvOv5NAIkkQIs6/5HT0bxfozb8CRwvOBb7Nv3V8vtT0o82/ytpl9f2Zzb+FJ1mhOqDNvzAo8EnEts2/V6KCYLTdzb9/W2hWJBXOvzIZ+ZwtXc6/+qCMpem1zr9duHrhcR/Pv+YkG8Lfmc+/D9ZiXKYS0L/GCWkb6WDQv10QzNbEt9C/mcw3R0YX0b88IVglen/Rvw3x2Clt8NG/0B5mDSxq0r9IjauIw+zSvzofVVRAeNO/a7cOKa8M1L+gOIS/HKrUvwAAAAAAAPh/hzwajNnr2784hPNJaRTbv638o8e/Q9q/igoXg+h52b9wEjj67rbYvw158qre+te//6IxE8NF17/29OCwp5fWv43T6wGY8NW/b6M9hJ9Q1b9BycG1ybfUv6mpYxQiJtS/T6kOHrSb07/XLK5QixjTv+eYLSqznNK/JVJ4KDco0r80vXnJIrvRv8A+HYuBVdG/ZztO61730L/WF/hnxqDQv7A4Bn/DUdC/mgJkrmEK0L94tPnnWJXPv3RIeJteJc+/dooac+vEzr/HQ7dqFnTOv7c9JX72Ms6/jUE7qaIBzr+aGNDnMeDNvyOMujW7zs2/eWXRjlXNzb/nbevuF9zNv7du31EZ+82/NjGEs3Aqzr+vfrAPNWrOv24gO2J9us6/wN/6pmAbz7/vhcbZ9YzPvyRuOvupB9C/ClZu/EhR0L9SX2puY6PQv5/uGc8E/tC/mWhonDhh0b/kMUFUCs3Rvyevj3SFQdK/CEU/e7W+0r8tWDvmpUTTvzxNbzNi09O/2YjG4PVq1L+sbyxsbAvVvwAAAAAAAPh/WrP7xIqQ27+3dspj9bvav5UZl5ZE7tm/MYZyoIIn2b++pm3EuWfYv3plmUX0rte/nKwGZzz91r9lZsZrnFLWvwd96ZYer9W/wdqAK80S1b/JaZ1ssn3Uv14UUJ3Y79O/tsSpAEpp078PZbvZEOrSv6DflWs3ctK/ox5K+ccB0r9QDOnFzJjRv+iSgxRQN9G/nZwqKFzd0L+uE+9D+4rQv1Ti4ao3QNC/kOUnQDf6z7+LXizNYoPPvwwE84IGHM+/haqd5zbEzr9sJk6BCHzOvzRMJtaPQ86/U/BHbOEazr8859TJEQLOv18F73Q1+c2/Nh+482AAzr80CVLMqBfOv8qX3oQhP86/bp9/o992zr+U9Fau977Ov7Frhit+F8+/NtkvoYeAz7+cEXWVKPrPv6n0O8c6QtC/ZxoticGP0L9C5J7TsuXQv3Q8oukYRNG/OA1IDv6q0b/GQKGEbBrSv1nBvo9uktK/LXmxcg4T0795UopwVpzTv3g3WsxQLtS/ZBIyyQfJ1L94zSKqhWzVvwAAAAAAAPh/z71T5/Y0278OFqR7PmPavzGOSGaImNm/4Ltgr93U2L+9NAxfRxjYv3WOan3OYte/q16bEny01r8NO74mWQ3Wvzu58sFubdW/4G5Y7MXU1L+h8Q6uZ0PUvyfXNQ9dudO/G7XsF682078iIVPQZrvSv+SwiECNR9K/CPqscCvb0b81kt9oSnbRvxIPQDHzGNG/Rgbu0S7D0L98DQlTBnXQv1e6sLyCLtC/AkUJLlrfz79At0jUHHHPv7b2XnxfEs+/tC6LNjTDzr+IigwTrYPOv4M1IiLcU86/8FoLdNMzzr8gJgcZpSPOv2DCVCFjI86/AFsznR8zzr9OG+Kc7FLOv5guoDDcgs6/LsCsaADDzr9e+0ZVaxPPv3YLrgYvdM+/xhshjV3lz7/Oq298hDPQvyL1E62hfNC/if+cYA/O0L+oYCqf1ifRvyiu23AAitG/r33Q3ZX00b/kZCjun2fSv2/5Aqon49K/+dB/GTZn078ngb5E1PPTv6Cf3jMLidS/DsL/7uMm1b8WfkF+Z83VvwAAAAAAAPh/TiGq2B7Z2r/S1NlvRQrav/10lg2MQtm/FYv6fvqB2L9coCCRmMjXvx4+IxFuFte/nO0czIJr1r8hOCiP3sfVv+2mXyeJK9W/S8PdYYqW1L99Fr0L6gjUv80pGPKvgtO/gIYJ4uMD07/ctauojYzSvyVBGRO1HNK/pLFs7mG00b+dkMAHnFPRv1dnLyxr+tC/F7/TKNeo0L8kIcjK517Qv8MWJ9+kHNC/elIWZizEz7+twx0nh17Pv6eTmZtpCM+/+dS+XePBzr8tmsIHBIvOv8/12TPbY86/bPo5fHhMzr+Suhd760TOv8hIqMpDTc6/nrcgBZFlzr+gGbbE4o3Ov1iBnaNIxs6/VAEMPNIOz78grDYoj2fPv0eUUgKP0M+/K2ZKsvAk0L9tM5n0ymnQvy47MBXettC/tgYq4TEM0b9KH6ElzmnRvzAOsK+6z9G/r1xxTP890r8LlP/Io7TSv4w9dfKvM9O/eOLslSu7078TDIGAHkvUv6dDTH+Q49S/dhJpX4mE1b/IAfLtEC7WvwAAAAAAAPh/iY0xfwN92r/V62ofC7HZv3m5/2NQ7Ni/Dt703tku2L8mQU8irnjXv2HKE8DTyda/VGFHSlEi1r+Z7e5SLYLVv8ZWD2xu6dS/dIStJxtY1L89Xs4XOs7Tv7nLds7RS9O/f7Sr3ejQ0r8rAHLXhV3Sv1OWzk2v8dG/kF7G0muN0b94QF74wTDRv6cjm1C429C/s++BbVWO0L82jBfhn0jQv8jgYD2eCtC/AqrFKK6oz7/2oETwoUvPv5h1SPUk/s6/HvfaW0TAzr+29AVIDZLOv5A9092Mc86/4KBMQdBkzr/W7XuW5GXOv6HzagHXds6/coEjprSXzr99Zq+oisjOv+9xGC1mCc+//nJoV1Raz7/WOKlLYrvPv1VJ8pZOFtC/1ScSEQlX0L+EHzkm55/Qv/sXbGjv8NC/0vivaShK0b+gqQm8mKvRvwASfvFGFdK/iBkSnDmH0r/Sp8pNdwHTv3WkrJgGhNO/Dfe8Du4O1L8vhwBCNKLUv3M8fMTfPdW/df40KPfh1b/LtC//gI7WvwAAAAAAAPh/elvFwaUg2r8wK/ppkFfZvwP8oUHWldi/NqGen3zb178I7tHaiCjXv761HUoAfda/mctjROjY1b/hAoYgRjzVv9AuZjUfp9S/ryLm2XgZ1L+9sedkWJPTvz+vTC3DFNO/eO72ib6d0r+pQsjRTy7SvxV/olt8xtG/AHdnfklm0b+o/fiQvA3Rv1TmOOravNC/RgQJ4alz0L/AKkvMLjLQvwZawgXe8M+/qLxZt9+Mz7/rIyBbbTjPv1I22Z6R886/Y5pIMFe+zr+j9jG9yJjOv5fxWPPwgs6/xTGBgNp8zr+xXW4SkIbOv+Eb5FYcoM6/2hKm+4nJzr8i6Xeu4wLPvzxFHR00TM+/sM1Z9YWlz7+AlHjycQfQv9p+00wsRNC/KXmfYPeI0L+uVr6E2NXQv6zqERDVKtG/ZQh8WfKH0b8eg963Ne3RvxcuG4KkWtK/ldwTD0TQ0r/YYaq1GU7TvyORwMwq1NO/vD04q3xi1L/hOvOnFPnUv9hb0xn4l9W/4XO6Vyw/1r9BVoq4tu7WvwAAAAAAAPh/0ErnhwbE2b/Oycsv1v3Yv0V0N38eP9i/PrnekeOH17+0B3aDKdjWv6zOsW/0L9a/KX1GckiP1b8wguimKfbUv79MTCmcZNS/2EsmFaTa07+A7iqGRVjTv7mjDpiE3dK/h9qFZmVq0r/rAUUN7P7Rv+aIAKgcm9G/fd5sUvs+0b+wcT4ojOrQv4GxKUXTndC/9gzjxNRY0L8O8x7DlBvQv5mlI7cuzM+/ajbgU8Fwz7+SdtyT6STPvxZEga6v6M6//Hw32xu8zr9F/2dRNp/Ov/qoe0gHks6/Hljb95aUzr+46u+W7abOv8k+Il0Tyc6/WDLbgRD7zr9ro4M87TzPvwRwhMSxjs+/K3ZGUWbwz7/xSRmNCTHQv5jTWCvgcdC/DEcWH7u60L9QEwaEngvRv2en3HWOZNG/UnJOEI/F0b8V4w9vpC7Sv7Fo1a3Sn9K/KXJT6B0Z07+Abj46iprTv7bMSr8bJNS/0vssk9a11L/SapnRvk/Vv7uIRJbY8dW/j8Ti/Cec1r9PjSghsU7XvwAAAAAAAPh/uD29uSZn2b9YM8NR3aPYvxjSFPYp6Ne/oPcxhw8017+TgZrlkIfWv6BNzvGw4tW/ZzlNjHJF1b+YIpeV2K/Uv9TmK+7lIdS/xWOLdp2b078UdzUPAh3Tv2n+qZgWptK/addo89020r/A3/H/Ws/RvxT1xJ6Qb9G/DPVhsIEX0b9PvUgVMcfQv4cr+a2hftC/Wh3zWtY90L9xcLb80QTQv+YEhucup8+/FGIxQVNUz7+3s27HFhHPvyC1PTt/3c6/oCGeXZK5zr+DtI/vVaXOvxopErLPoM6/ujolZgWszr+tpMjM/MbOv0Ii/Ka78c6/y26/tUcsz7+YRRK6pnbPv/Zh9HTe0M+/nb+yU3od0L9XrDKJd1rQv9LUebtpn9C/tRYIy1Ps0L+qT12YOEHRv1Zd+QMbntG/Yh1c7v0C0r93bQU45G/SvzwrdcHQ5NK/WTQra8Zh0790ZqcVyObTvzefaaHYc9S/Srzx7voI1b9Tm7/eMabVv/sZU1GAS9a/6hUsJ+n41r/HbMpAb67XvwAAAAAAAPh/6PIOQAcK2b+D1GCxpknYv7gcJ4D5kNe/mg2pUQHg1r8s6S3LvzbWv4Dx/JE2ldW/omhdS2f71L+hkJacU2nUv4Or7yr93tO/Wvuvm2Vc078wwh6UjuHSvxNCg7l5btK/Eb0ksSgD0r81dUognZ/Rv4qsO6zYQ9G/H6U/+tzv0L//oJ2vq6PQvzfinHFGX9C/06qE5a4i0L/DeThhzdvPv9q0VfDegc+/CIvvwpU3z79lgJQj9fzOvwcZ01wA0s6/DNk5ubq2zr+IRFeDJ6vOv5jfuQVKr86/VS7wiiXDzr/WtIhdvebOvzb3EcgUGs+/jXkaFS9dz7/2vzCPD7DPv0OnccBcCdC/rlRgGphC0L9Gqqt6u4PQvxrqmobIzNC/NFZ148Ad0b+iMII2pnbRv3K7CCV619G/rThQVD5A0r9i6p9p9LDSv54SPwqeKdO/bPN02zyq07/azoiC0jLUv/PmwaRgw9S/xX1n5+hb1b9d1cDvbPzVv8YvFWPupNa/Ds+r5m5V179A9csf8A3YvwAAAAAAAPh/Tb5DBKms2L/u5b8wM+/Xv8aQ8feNOde/3n3mw7mL1r9EbKz+tuXVvwQbURKGR9W/K0niaCex1L/HtW1smyLUv+EfAYfim9O/hkaqIv0c07/D6Hap66XSv6bFdIWuNtK/OpyxIEbP0b+NKzvlsm/Rv6gyHz31F9G/nHBrkg3I0L9vpC1P/H/QvzSNc93BP9C/8+lKp14H0L9384Itpq3Pvy73ySs/XM+/LF2GHYkaz7+Bo9PWhOjOv0pIzSszxs6/osmO8JSzzr+cpTP5qrDOv1Ra1xl2vc6/5mWVJvfZzr9mRonzLgbPv/B5zlQeQs+/mH6AHsaNz79+0rokJ+nPv9p5zB0hKtC/LDCbG4xn0L9AS9f11KzQvyOKjhb8+dC/4qvO5wFP0b+Ib6XT5qvRvyKUIESrENK/vNhNo0990r9k/Dpb1PHSvyS+9dU5btO/C92LfYDy078jGAu8qH7Uv3ougfuyEtW/Hd/7pZ+u1b8W6Yglb1LWv3QLNuQh/ta/QgURTLix17+NlSfHMm3YvwAAAAAAAPh/7D9g8AxP2L9fNZSyg5TXv3V8izjo4da/r4wcsTk31r+D3R1Ld5TVv2/mZTWg+dS/8x7LnrNm1L+O/iO2sNvTv7b8RqqWWNO/7ZAKqmTd0r+uMkXkGWrSv3ZZzYe1/tG/xHx5wzab0b8UFCDGnD/Rv+OWl77m69C/rXy22xOg0L/vPFNMI1zQvydPRD8UINC/o1XAxsvXz7/VjvrOLn/Pv+E45PRPNs+/wUIqli39zr9vm3kQxtPOv+Ixf8EXus6/F/XnBiGwzr8F1GA+4LXOv6m9lsVTy86//KA2+nnwzr/4bO05USXPv5QQaOLXac+/znpTUQy+z79PTS5y9hDQv38vmPy7StC/ddu99lWM0L+syHWPw9XQv6RulvUDJ9G/1kT2VxaA0b/Cwmvl+eDRv+VfzcytSdK/upPxPDG60r+/1a5kgzLTv3Gd23KjstO/TmJOlpA61L/Rm939ScrUv3bBX9jOYdW/v0qrVB4B1r8lr5ahN6jWvyVm+O0ZV9e/P+emaMQN2L/sqXhANszYvwAAAAAAAPh/dBkE7zPx17+m7ScamTnXv60anh0Jita/ry4L7YHi1b/NtxN8AUPVvzNEXL6Fq9S/A2KJpwwc1L9nnz8rlJTTv3+KIz0aFdO/drHZ0Jyd0r9uogbaGS7Sv5DrTkyPxtG//xpXG/tm0b/kvsM6Ww/Rv2JlOZ6tv9C/oZxcOfB30L/G8tH/IDjQv/b1PeU9ANC/rmiKuomgz78feBi3Z1DPv4s2b6cREM+/PsDXcoPfzr+EMZsAub7Ov6amAjiurc6/8ztXAF+szr+0DeJAx7rOvzY47ODi2M6/xNe+x60Gz7+rCKPcI0TPvzTn4QZBkc+/ro/ELQHuz78yD0ocMC3Qv9DXTActa9C/2C+PS/Ww0L9upbXchv7Qv7rGZK7fU9G/4iFBtP2w0b8JRe/h3hXSv1e+EyuBgtK/8RtTg+L20r/+61HeAHPTv6S8tC/a9tO/CBwga2yC1L9OmDiEtRXVv56/om6zsNW/HyADHmRT1r/0R/6Fxf3Wv0bFOJrVr9e/OSZXTpJp2L/y+P2V+SrZvwAAAAAAAPh/FKJn6x6T17/YXFlLdN7Wv1BsYoPxMda/Mvb9S5ON1b83IKddVvHUvxcQ2XA3XdS/iesOPjPR079M2MN9Rk3TvxH8cuht0dK/lXyXNqZd0r+Of6wg7PHRv7YqLV88jtG/yKOUqpMy0b96EF677t7Qv4SWBEpKk9C/oFsDD6NP0L+GhdXC9RPQv91z7Dt+wM+/JD3Bsfdoz79Rsh9YUSHPv9ge/p+E6c6/Kc5S+orBzr+4CxTYXanOv/IiOKr2oM6/Sl+14U6ozr8wDILvX7/OvxV1lEQj5s6/buXiUZIcz7+oqGOIpmLPvzYKDVlZuM+/xKpqGtIO0L8Ka1lGQEnQv6Hrzehzi9C/RlJDumnV0L+uxDRzHifRv5VoHcyOgNG/smN4fbfh0b+928A/lUrSv3D2ccsku9K/gdkG2WIz07+sqvogTLPTv6iPyFvdOtS/Lq7rQRPK1L/0K9+L6mDVv7cuHvJf/9W/LNwjLXCl1r8PWmv1F1PXvxXObwNUCNi/+F2sDyHF2L9yL5zSe4nZvw==\",\"dtype\":\"float64\",\"shape\":[2906]},{\"__ndarray__\":\"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xObv7L8pN0MP5W/LHBDvRZ1jr+hvGzULhGCv6AQN/5pWmW/hE9GCrfZbj85ZilzsRGFP7rmuAl8W5E/KnJRkgRRmD+0YvoTVmefP+DipycqTqM/TtR2gvH2pj9LDLj68qyqP4GRuXAgb64/UrVk4jUesT8sz5pr4wmzP6UZJsQR+rQ/D5gt3Dnutj/HTdij1OW4Pxs+TQtb4Lo/ZGyzAkbdvD/22zF6Dty+PxLI97AWbsA/JsYJ1Y1uwT/daWIhKW/CP+Q0FQ6lb8M/5Kg1E75vxD+MR9eoMG/FP4KSDUe5bcY/cgvsZRRrxz8HNIZ9/mbIP+uN7wU0Yck/ypo7d3FZyj9Q3H1Jc0/LPyTUyfT1Qsw/9AMz8bUzzT9o7cy2byHOPwAAAAAAAPh/hNpx+QT7sr8GaLzo+FyyvxuNee+orLG/2bEc2ZbqsL9SPhlxRBewvzA1xQVnZq6/gF3Ys8t9rL+/xVKDunWqvww+Gws3T6i/lJYY4kQLpr98nzGf56qjv+woTdkiL6G/FAakTvQxnb8F/E1A4tKXv+jTZbUWQ5K/NlxytzEJib92q1aEv2V6v7BQHWledEC/ZMp9/xrrdj90mCsVjD+IPwiCDL9TqZI/t/N1r2hVmT96QALX/hCgP75EdcaFhqM/fzYtj0UKpz+QRUOaOpuqP8uh0FBhOK4/iT33DVvwsD+bAFuymsmyPwgyIMptp7Q/u2nTiVKJtj+mPwEmx264P7BLNtNJV7o/yiX/xVhCvD/bZegyci++P+hRPycKD8A/zjunpt4GwT+SPPKx9f7BPyygZmMO98I/krJK1efuwz+6v+QhQebEP5sTe2PZ3MU/K/pTtG/Sxj9ev7Uuw8bHPyyv5uySucg/jRUtCZ6qyT90Ps+do5nKP9l1E8Vihss/sgdAmZpwzD/1P5s0CljNPwAAAAAAAPh/XPXaIMFmsb9by23RVNWwv1Ve7VsgMrC/FbYujED7rr9y3FIronCtv0GJwqBexau//RX59276qb8u3HE8zBCov0g1qHlvCaa/y3oXu1Hlo784BjsMbKWhvxtiHPFulZ6/kKkYF1qsmb/UlWGhi5GUv7Cz203rjY6/S1FofRSdg7+k1Kz+7ahwv4DZZPNHQFo/bLLmmw5pfj/eaVDBH22LP4wzSxX39pM/ffXrLYdZmj/g48kJJ26gP6/7pdesvqM/rugO9Vsdpz9bUYlWO4mqPzTcmfBRAa4/45fiW1PCsD9G+UdQIImyP4Rlv0+TVLQ/2y+L1C8ktj+Tq+1Yefe3P+YrKVfzzbk/GgSASSGnuz9rhzSqhoK9PxoJifOmX78/Nu7fzwKfwD9Qqo0Uk47BP3zi7gRGfsI/V8AkXt1twz+HbVDdGl3EP6gTkz/AS8U/XdwNQo85xj9F8eGhSSbHP/97MByxEcg/L6Yabof7yD9zmcFUjuPJP21/Ro2Hyco/u4HK1DStyz8Aym7oV47MPwAAAAAAAPh/UcG2VaOkr78BWWgUDZuuvz7V/mjebq2/Js4E0QUhrL/U2wTKcbKqv2iWidEQJKm//ZUdZdF2p7+3cksCoqulv6zEnSZxw6O//SOfTy2/ob+RUbT1iT+fv1TWsktNzJq/gQZPnIEmlr9aEp7iA1CRvx9UajNilYi/mvel8phhfL/o4ANpBLBbv6gpC2weXW4/TXfsCFLzgj8hKnLGZJqOPzLBtO5iRJU/1g/Uq11dmz9c6MDPIsugP9JpVOee9qM/MvQZnzQwpz9X74Z59XaqPyTDEPnyya0/wmsWUB+UsD8pSqj4dEiyP7mweDeDAbQ/YFPCzdK+tT8W5r987H+3P8gcrAVZRLk/Z6vBKaELuz/lRTuqTdW8PzCgU0jnoL4/H7eiYvs2wD8AsiVxAh7BP7IaUDBNBcI/LEu/AKDswj9snRBDv9PDP2Vr4VdvusQ/FA/Pn3SgxT9u4nZ7k4XGP2w/dkuQacc/CoBqcC9MyD89/vBKNS3JP/8TpztmDMo/SBsqo4bpyj8SbhfiWsTLPwAAAAAAAPh/llxBGnV7rL+HvBzSI4urvwxJdlwyeaq/eJd9poRGqb8WPWKd/vOnvz3PUy6Egqa/OOOBRvnypL9iDhzTQUajv//lUcFBfaG/zf6l/Lkxn7/Q353u7jObv6uZ6jLqApe//Vbro3Ogkr/YhP43phyMvyQNC+ugnIK/Zjh1K86Icb8QjUczeYdGPyi5B7bWzHc/zDn1jOSxhj+kHSW6qeOQP9lFIi6UkZY/7OoSyOlgnD8Y8ctW8SehP4oAKYJbLqQ/dg7xeM9Cpz+MhfRNaWSqP3jQAxRFkq0/+Kz3br9lsD9QxkNfmQeyP5tpTmQ+rrM/Lsx/hzxZtT9pI0DSIQi3P5uk9018urg/IoUOBNpvuj9Q+uz9yCe8P305+0TX4b0/Bnih4pKdvz+g9SPwRK3AP0BkqyMljME/jyKbEDFrwj87S6e7L0rDP+74gynoKMQ/VUblXiEHxT8aTn9gouTFP+gqBjMywcY/cPct25ecxz9ZzqpdmnbIP1HKML8AT8k/AgZ0BJIlyj8anCgyFfrKPwAAAAAAAPh/j6h3e/9Rqb+5oLaI9Xqov5q7EP1Dg6e/1VkLM8Rrpr8R3CuFTzWlv/ei902/4KO/KA/05+xuor9SgaatseCgvya0KPPNbZ6/LPSFTMzkmr8AhG8cESiXv+8k8BdPOZO/kDAl6HE0jr+zPsPLApmFv5rtn4lsR3m/gNwG642/Wr8gQtKBlRtpP87KmqppNYA/p1D8tjVwij/Cz8EN8nmSP2CaDbeH3pc/6MZWIilknT8CSknNkYShPzkgWzXiZaQ/coXbbixVpz8CGUUfl1GqP0R6EuxIWq0/SyRfPTQ3sD+okWE4jsaxP+TUzbnFWrM/rT1hFG7ztD+yG9maGpC2P5y+8p9eMLg/HHZrds3TuT/bkQBx+nm7P4Zhb+J4Ir0/zTR1HdzMvj+urWe6WzzAP26SnR3PEsE/gPC64ZHpwT+4bx6wbcDCP+23JjIsl8M/93AyEZdtxD+pQqD2d0PFP9zUzouYGMY/Z88cesLsxj8f2uhqv7/HP9uckQdZkcg/cb91+VhhyT+46fPpiC/KPwAAAAAAAPh/mn4uZkoopr8B46DliWqlv534Q7YajaS/G8++ncuQo78idrhha3aiv17918fIPqG/+OiIK2XVn79O1kki7/WcvxHiQP/M4Jm/lyu8TZyXlr800gmZ+huTv4jq79gK346/KGipprQnh78guLhjWyp+vzwTlETEqmq/yPYCJzGkUD+eIC+zeUp2P+JQZPY3hIQ/3WGqZDwujj9OwuaGBxCUPza9mG06K5k/VgIdWxlnnj8ouRJiA+GhP+z2sY4ynaQ/zCrFbUtnpz8WRaU5fz6qPyM2qyz/Ia0/JveXQH4IsD/yLsY4VIWxP566DBwaB7M/VBKYh2iNtD9ErpQY2Be2P5IGL2wBprc/b5OTH303uT//zO7P48u6P28rbRrOYrw/7CY7nNT7vT+eN4Xyj5a/P9jqO11MmcA/pbyfyMNnwT9OTQSKejbCP+bY/+88BcM/hJsoSdfTwz880RTkFaLEPyK2Wg/Fb8U/ToaQGbE8xj/UfUxRpgjHP8rYJAVx08c/RNOvg92cyD9YqYMbuGTJPwAAAAAAAPh/usjZx13+or8ZIeCW6Fmivx5cGfS9lqG/azc1DqK1oL9L4cYnsm6fv+KKp2dOOZ2/4uZrOaHMmr+WcHP6MiqYvz+jHQiMU5W/K/rJvzRKkr894a/9ah+Ov8YDTkUtS4e/elItEcEagL/2hxk4biJxvxDYaRUENDa/NFrgmMwDbj96dd79cQOAP2bXiKvL0og/3iI8uvf1kD//5PZO5qWVP8Q2lTapd5o/7py3E7hpnz8XTn9ERT2iP6JchRxM1KQ/cjw+Yyx5pz/iL/rpISuqP015CYJo6aw/FFu8/Duzrz/Ji7EV7EOxP5D4pm88s7I/DJXm9CwntD9vghiOW5+1P+Th5CNmG7c/nNTznuqauD/Ae+3nhh26P4H4eefYors/DmxBhn4qvT+W9+usFbS+PyLeECKeH8A/o21FGsjlwD/mumezV6zBP4LWy+Ebc8I/DtHFmeM5wz8fu6nPfQDEP06ly3e5xsQ/M6B/hmWMxT9kvBnwUFHGP3cK7qhKFcc/A5tQpSHYxz+ifpXZpJnIPwAAAAAAAPh/LETxHIOon7948f6VMpKev9pvNkZqQJ2/5NUMWZ20m78qOvf5PvCZvzuzalTC9Je/rVfck5rDlb8SPsHjOl6Tv/t8jm8WxpC/91VyxUD5i79IvWzRlwaGvyy67LMwbn+/9sTya1Ebcr+A1f/ieWlQv/i0ru+2HWU/JdD+t4/aeT/CCPHMeOGEPxpi1jcaIY0/d6Pi4qLUkj8UxemPijuXP0p/i/fQw5s/xl0pdwE2oD+iMWWkVpmiP/Kvvm0uC6U/bE17Pc+Kpz/FfuB9fxeqP7K4M5mFsKw/8G+6+SdVrz+ZDN2EVgKxP5gUvJktX7I/TAqdcLzAsz8ZqKI+pia1P1Oo7ziOkLY/WsWmlBf+tz+GueqG5W65PzI/3kSb4ro/vRCkA9xYvD+A6F74StG9P9iAMViLS78/DkofLKBjwD9XbtSWBiLBP3KKyYbK4ME/jvuPlr2fwj/YHrlgsV7DP31R1n93HcQ/rvB4juHbxD+VWTInwZnFP2Hpk+TnVsY/QP0uYScTxz9g8pQ3Uc7HPwAAAAAAAPh/+e8CUftTmb+Zj/phR3CYv1dzhGAPU5e/NdhlQrH9lb8y+2P9inGUv1IZRIf6r5K/k2/L1V26kL/5dX69JSSNvxBxyS/vcIi/e0oC7tNdg79o+GbHH9t7v4gAz/i9RXC/RoVGHekDUL9EYvjrZtthP+WCBWjTgHY/7q/a23ZZgj8NavtGRb+JP+U67YSMt5A/iqx2HBuzlD/8zFR08NCYPzVfwpauD50/GxP9xvu2oD9+chuyNvWiP0Sv2RHZQaU/7CpV6zOcpz/0RqtDmAOqP9lk+R9Xd6w/IeZchcH2rj8klnk8lMCwP2bM7H/uCrI/lMaWDxhasz90NQZuua20P8DJyR17BbY/OzRwoQVhtz+iJYh7AcC4P7ROoC4XIro/NWBHPe+Guz/iCgwqMu68P3n/fHeIV74/vO4oqJrCvz+1RE+fiJfAPyJAtl5KTsE/A8KQ02YFwj+6IiY/srzCP6S6veIAdMM/JeKe/yYrxD+Z8RDX+OHEP2JBW6pKmMU/3inFuvBNxj9vA5ZJvwLHPwAAAAAAAPh/dk+cCTT/kr/i0m/wHk6Sv6ebxRF6ZZG/9u0jKo5GkL/9GyLsR+WNv+F/JmQI1oq/849hNe9hh7+Z1N/YjYuDv1qsW4/rqn6/Hzqw9XCEdb+AxqytnVFnv6iHc06C0jG/62oIXMAyZD/C1dIvp/V1P+DLNfdEOYE/UrXau3LFhz/instsy5yOPxMAfshe3pI/Xqiv11uRlj8qhHQnFGaaPz9PRvs+W54/umJPy8k3oT9K0Xue5FCjPzpR5ZhLeKU/csBIXFqtpz/Y/GKKbO+pP1Tk8MTdPaw/0lSvrQmYrj8cli3zpX6wPzekWAiAtrE/rEM350Dzsj9146dgljS0P4DyiEUuerU/xt+4ZrbDtj82GhaV3BC4P8YQf6FOYbk/bDLSXLq0uj8c7u2XzQq8P8eysCM2Y70/Yu/40KG9vj9ziVI43wzAPyDGyemcu8A/NWVR5eBqwT8pnlgTghrCP3ioTlxXysI/nruiqDd6wz8RD8Tg+SnEP07aIe102cQ/zFQrtn+IxT8Jtk8k8TbGPwAAAAAAAPh/8HUgSnpUib+c0GlBkVeIv+IOampy74a/vUb+xIQehb8jjgNRL+eCvxD7Vg7ZS4C/90ar+dGder/GOrk4jOVzv+/6I7Nd52i/D+y+bx80Ub+lgs0BayZSPyRTuvfVFmw/0HOT1pozeD+uCW4orn6BPy9ufrXwMYc/YtGdEi4xjT+vjvef/7yRPxKeyp7+BJU/1ovZhWBvmD8LzTXV8fqbP6jW8Ax/pp8/3A6OVmq4oT+di+SaX6yjPxqchJOFrqU/1vp2gEK+pz9PYsSh/NqpPweNdTcaBKw/hDWTgQE5rj8iCxNgjDywP+R0mxnjYbE/SDVnDTiMsj+UqXpbPruzPwIv2iOp7rQ/2CKKhismtj9U4o6jeGG3P7bK7JpDoLg/QTmojD/iuT83i8WYHye7P9YdSd+Wbrw/XU43gFi4vT8SepSbFwS/Pxp/sqjDKMA/AZzWYC3QwD9fwjiGInjBP9Qg26h8IMI/Aua/WBXJwj+IQOklxnHDPwZfWaBoGsQ/HXASWNbCxD9uohbd6GrFPwAAAAAAAPh/8YOjCJpUeb+LqktKTyV4v8x465luJ3a/vNJU+HBfc7+7OLPMnqNvv3dzl8kFBme/Zjv00RHeWb9g+O/Honkmvww+bNSoDlc/5nWB2dDUaT+Cnt+P9Lt0PyzWpZ3VM30/+b6gSskmgz/cWPA6WQKIP8bGWB9eKo0/VIu4u01OkT9IK2hhaiuUPzXKhsBmK5c/HO/fmCRNmj/8ID+qhY+dP2nzN9q1eKA/z+OeO9w4oj8tJTrZpgekPwZ775KG5KU/16ikSOzOpz8ecj/aSMapP1iapScNyqs/CuW8EKrZrT+zFWt1kPSvP+b3ypoYDbE/a5uRmP4ksj8qV/yjskGzP+IM/iztYrQ/Up6Jo2aItT847ZF317G2P1XbCRn43rc/akrk94APuT80HBSEKkO6P3UyjC2tebs/6W4/ZMGyvD9UsyCYH+69P3PhIjmAK78/g22c2001wD/mwCpBldXAP8LbNYVydsE/+C6338EXwj9nK6iIX7nCP+9BArgnW8M/b+O+pfb8wz/JgNeJqJ7EPwAAAAAAAPh/B1wUMyamkTzhPKXgGTAZP7PZOp7vAzk/RJFKB77ySz8YKmYZm6tYPzy99CeQI2M/uqwjZ69daz+t+eWu8X1yP3bQvA/y+nc/p2Lc37Qhfj8TXIUUC3eCP3Lshvr4LYY/ZubVJpIzij/eTVWexIWOP2wT9DI/kZE/obo4wdYDlD+MHmr8n5mWPyjB+eaRUZk/aCRZg6MqnD9TyvnTyyOfP2yapu0AHqE//XLiTR65oj/XL+mLuWKkP/mR8yhOGqY/Ylo6plffpz8MSvaEUbGpP/MhYEa3j6s/GqOwawR6rT98jiB2tG+vP4pSdHMhuLA/8NOgn5W9sT/xKzKA9MeyPwi7xNX71rM/uOH0YGnqtD97AF/i+gG2P9J3nxpuHbc/PKhSyoA8uD848hSy8F65P0S2gpJ7hLo/3FQ4LN+suz+ELtI/2de8P7ej7I0nBb4/9hQk14c0vz9ecQru2zLAP8W2ra46zMA/8ArKDT9mwT8enq3rxwDCP46gpii0m8I/fkIDpeI2wz8wtBFBMtLDPwAAAAAAAPh/f4OjCJpUeT/OoqkRz+54P00/T3boR3k/PBPIVRdcej/V2EfPjCd8P1pKAgJ6pn4/BZGVBojqgD8TDfsHwNeCP3N2y5T9GIU/R6qgPFmshz+thRSP64+KP8flwBvNwY0/2tMfOQugkD9IVBURcISSP7/ijV0hjZQ/zW1WZiu5lj8F5DtzmgeZP/QzC8x6d5s/KEyRuNgHnj+bjU1A4FugP9TH+jUfw6E/Ccw2YS85oz+AEejllr2kP4QP9efbT6Y/Wj1Ei4Tvpz9KErzzFpypP5sFQ0UZVas/mI6/oxEarT+KJBgzhuquP1mfmYv+YrA/Lqr7Of5VsT9qbqU2BU6yP60nipPWSrM/nhGdYjVMtD/eZ9G15FG1PxRmGp+nW7Y/4kdrMEFptz/sSLd7dHq4P9ik8ZIEj7k/R5cNiLSmuj/eW/5sR8G7P0Iut1OA3rw/F0orTiL+vT//6k1u8B+/P08mCePWIcA/TdW1s460wD9MoCYyAUjBPxslVecP3ME/jwE7XJxwwj9509EZiAXDPwAAAAAAAPh/NnYgSnpUiT8wXZ+ZT7yIP2bvizWpf4g/VMk0PcqciD9zh+jP9RGJP0HG9Qxv3Yk/NyKrE3n9ij/UN1cDV3CMP5CjSPtLNI4/9ABnjc0jkD+q95rAQ1SRPyuE5yaqqpI/tPTzTyImlD+Bl2fLzcWVP9K66SjOiJc/4awh+ERumT/wu7bIU3WbPzs2UCocnZ0//2mVrL/knz+90pbvryWhP3Qb4CgPaKI/Rjb6SQ65oz9QyrgaPhilP7F+72IvhaY/ivpx6nL/pz/25BN5mYapPxTlqNYzGqs/CKIEy9K5rD/swvodB2WuP3F3r8uwDbA/gmaCfznusD87AmAO5tOxPyoeMtx+vrI/4Y3iTMytsz/sJFvElqG0P9q2haammbU/PhdMV8SVtj+nGZg6uJW3P6KRU7RKmbg/vlJoKESguT+OMMD6bKq6P6D+RI+Nt7s/gpDgSW7HvD/EuXyO19m9P/RNA8GR7r4/UxCvorICwD+zgrs/DY/AP+Lnm+k8HME/qClF0iWqwT/MMawrrDjCPwAAAAAAAPh/mk+cCTT/kj/B+vzSfICSP0d1J1qQLZI/JNvleKUFkj9SSAIJ8weSP8vYRuSvM5I/i6h95BKIkj+M03DjUgSTP8V16rqmp5M/NKu0REVxlD/Qj5laZWCVP5U/Y9Y9dJY/gNbbkQWslz+HcM1m8waZP6YpAi8+hJo/1x1ExBwjnD8UaV0AxuKdP1knGL1wwp8/TTof6qngoD9tNs0PU++hPwYWezzPDKM/GOcN3bk4pD+et2pernKlP5WVdi1IuqY//o4WtyIPqD/QsS9o2XCpPwsMp60H36o/rqth9EhZrD+2nkSpON+tPxzzNDlycK8/b9uLiEiGsD//++hOmFmxPzpiJCb2MbI/IJWwxC8Psz+wGwDhEvGzP+V8hTFt17Q/wj+zbAzCtT9E6/tIvrC2P2gG0nxQo7c/LhiovpCZuD+Vp/DETJO5P5w7HkZSkLo/P1uj+G6Quz9+jfKScJO8P1ZZfsskmb0/y0W5WFmhvj/V2RXx26u/PztOgyU9XMA/Vgp/DoHjwD+7ZLeOoGvBPwAAAAAAAPh/HfACUftTmT8PkSx3o6KYP0GDHYAeG5g/bpPUkbi8lz9QjlDSvYaXP6NAkGd6eJc/JHeSdzqRlz+Q/lUoStCXP5yj2Z/1NJg/CDMcBIm+mD+MeRx7UGyZP+lD2SqYPZo/1l5ROawxmz8Ql4PM2EecP1O5bgpqf50/WpIRGazXnj9vdzWP9SegP8/NPKC586A/qDKeUsjOoT9cDFm5x7iiP0PBbOddsaM/wbfY7zC4pD8vVpzl5sylP+4Ct9sl76Y/WSQo5ZMeqD/PIO8U11qpP6xeC36Vo6o/UkR8M3X4qz8aOEFIHFmtP2SgWc8wxa4/xnHibSwesD/6M0FAHd+wP/nJSOg9pbE/9+Z4b2Fwsj8ePlHfWkCzP5+CUUH9FLQ/qWf5nhvutD9roMgBicu1PxTgPnMYrbY/0Nnb/JyStz/SQB+o6Xu4P0bIiH7RaLk/XiOYiSdZuj9EBc3Svky7Pyohp2NqQ7w/QCqmRf08vT+y00mCSjm+P7HQESMlOL8/Neq+GLAcwD8HyYZbZ57APwAAAAAAAPh/UETxHIOonz/Q+wxajMSePxy/fzFwCJ4/OV5YF5BznT8rqaV/TQWdP/Jvdt4JvZw/l4LZpyaanD8esd1PBZycP4fLkUoHwpw/16EEDI4LnT8WBEUI+3edP0TCYbOvBp4/aKxpgQ23nj+FkmvmdYifP08iOyslPaA/XEnMIvbFoD9spvCTXl6hP4ChrzgPBqI/mqIQy7i8oj+9ERsFDIKjP+hW1qC5VaQ/JNpJWHI3pT9sA33l5iamP8c6dwLII6c/NOg/acYtqD+0c97TkkSpP0xFWvzdZ6o//cS6nFiXqz/JWgdvs9KsP7FuRy2fGa4/uGiCkcxrrz9w2N8qdmSwP5ZXA5pXGLE/0GUv82LRsT8bt2eTcI+yP3v/r9dYUrM/8vILHfQZtD9+RX/AGua0PyOrDR+ltrU/3te6lWuLtj+2f4qBRmS3P6hWgD8OQbg/thCgLJshuT/fYe2lxQW6PyX+awhm7bo/jJkfsVTYuz8S6Av9aca8P7mdNEl+t70/gm6d8mmrvj9uDkpWBaK/PwAAAAAAAPh/rMjZx13+oj9TynMOFHOiP+iy3km7+qE/pEr82w6VoT+7Wa4mykGhP2ao1ouoAKE/3f5WbWXRoD9aJREtvLOgPxHk5ixop6A/PAO6ziSsoD8RS2x0rcGgP8qD33+956A/nXX1UhAeoT/D6I9PYWShP3SlkNdruqE/5XPZTOsfoj9QHEwRm5SiP+1myoY2GKM/8hs2D3mqoz+ZA3EMHkukPxXmXODg+aQ/povb7Hy2pT99vM6TrYCmP9JAGDcuWKc/4uCZOLo8qD/eZDX6DC6pPwGVzN3hK6o/hTlBRfQ1qz+eGnWS/0usP4UASie/ba0/crOhZe6arj+e+12vSNOvP55QMLNEi7A/RbZF9jUysT/eEuDRVd6xP4RK8PaBj7I/VUFnFphFsz9t2zXhdQC0P+b8TAj5v7Q/3ImdPP+DtT9tZhgvZky2P7N2rpALGbc/yp5QEs3ptz/Owu9kiL64P9rGfDkbl7k/DY/oQGNzuj+A/yMsPlO7P1D8H6yJNrw/mGnNcSMdvT91Kx0u6Qa+PwAAAAAAAPh/rH4uZkoopj/AhOOws4OlP11GgWYR8aQ/ov16kSlwpD+p5EM8wgCkP5U1T3GhoqM/hSoQO41Voz+W/fmjSxmjP+bof7ai7aI/lCYVfVjSoj++8CwCM8eiP4SBOlD4y6I/BROxcW7goj9e3wNxWwSjP68gpliFN6M/FBELM7J5oz+t6qUKqMqjP5rn6eksKqQ/+EFK2waYpD/lMzrp+xOlP4D3LB7SnaU/68aVhE81pj9A3OcmOtqmP59xlg9YjKc/KcEUSW9LqD/4BNbdRRepPyx3Tdih76k/6FHuQknUqj9EzysoAsWrP2QpeZKSwaw/YppJjMDJrT9gXBAgUt2uP3upQFgN/K8/6t2mH9ySsD/DZtVvDC2xP1iM5aF6zLE/uesQuwlxsj/2IZHAnBqzPxzMn7cWybM/PId2pVp8tD9m8E6PSzS1P6ikYnrM8LU/EkHra8Cxtj+yYiJpCne3P5emQXeNQLg/1KmCmywOuT91CR/byt+5P4liUDtLtbo/IVJQwZCOuz9MdVhyfmu8PwAAAAAAAPh/gah3e/9RqT/P785lHZSoP0qsLgIz56c/4kw3BBFLpz+BQIkfiL+mPxn2xAdpRKY/ltyKcITZpT/qYnsNq36lPwD4NpKtM6U/yApeslz4pD8uCpEhicykPyRlcJMDsKQ/mYqcu5yipD956bVNJaSkP7TwXP1ttKQ/Nw8yfkfTpD/xs9WDggClP9FN6MHvO6U/xEsK7F+FpT+7HNy1o9ylP6Iv/tKLQaY/avMQ9+izpj//1rTVizOnP1JJiiJFwKc/ULkxkeVZqD/nlUvVPQCpPwVOeKIes6k/m1BYrFhyqj+WDIymvD2rP+Xws0QbFaw/dGxwOkX4rD827mE7C+etPxXlKPs94a4/BMBlLa7mrz/2dtxClnuwP+Bu4dtECbE/Nv+RO0ucsT9xX767kTSyPwbHNrYA0rI/bW3LhIB0sz8eikyB+Ru0P5BUigVUyLQ/OQRVa3h5tT+S0HwMTy+2PxDx0ULA6bY/Lp0kaLSotz9gDEXWE2y4Px52A+fGM7k/3xEw9LX/uT8bF5tXyc+6PwAAAAAAAPh/qFxBGnV7rD9rezZ/SaSrP1+a8bAY3ao/wc/ADL4lqj/KMfLvFH6pP73W07f45ag/1dSzwURdqD9RQuBq1OOnP2s1pxCDeac/ZMRWECwepz93BT3HqtGmP+QOqJLak6Y/6fblz5Zkpj/C00TcukOmP6y7EhUiMaY/58Sd16cspj+tBTSBJzamPz2UI298TaY/1Ia6/oFypj+z80aNE6WmPxPxFngM5aY/NJV4HEgypz9U9rnXoYynP7AqKQf186c/hUgUCB1oqD8PZsk39eioP46ZlvNYdqk/QPnJmCMQqj9im7GEMLaqPy6WmxRbaKs/5v/VpX4mrD/H7q6VdvCsPwt5dEEexq0/9bR0BlGnrj++uP1B6pOvP1LNrqjiRbA/dDjxyF7HsD/iKG0wV06xP7ypyY252rE/IMatj3Nssj8ticDkcgOzPwL+qDuln7M/vS8OQ/hAtD99KZepWee0P2H26h23krU/iaGwTv5Ctj8SNo/qHPi2Pxy/LaAAsrc/xEczHpdwuD8r20YTzjO5PwAAAAAAAPh/Y8G2VaOkrz8/A7VPMLSuPxoCawe70q0/PZw5hCkArT/pr4HNYTysP2gbpOpJh6s/+7wB48fgqj/xcvu9wUiqP4Yb8oIdv6k/BJVGOcFDqT+xvVnoktaoP9RzjJd4d6g/spU/TlgmqD+RAdQTGOOnP7iVqu+drac/bDAk6c+Fpz/zr6EHlGunP5Hyg1LQXqc/j9Yr0Wpfpz8yOvqKSW2nP7/7T4dSiKc/fvmNzWuwpz+0ERVle+WnP6ciRlVnJ6g/nQqCpRV2qD/apyldbNGoP6bYnYNROak/SHs/IKutqT8Ebm86Xy6qPyGPjtlTu6o/47z9BG9Uqz+U1R3ElvmrP3a3Tx6xqqw/0kD0GqRnrT/sT2zBVTCuPwjDGBmsBK8/cnhaKY3krz82J8l872ewP52RkMhD47A/kuqzezZksT86oeOZuuqxP7Uk0CbDdrI/KOQpJkMIsz+0TqGbLZ+zP3zT5op1O7Q/puGq9w3dtD9U6J3l6YO1P6dWcFj8L7Y/w5vSUzjhtj/LJnXbkJe3PwAAAAAAAPh/ZPXaIMFmsT/JhkkV5eGwP99Uck0JZLA/djNoREzarz/iHtvYZ/quPzHg+glWKK4/jeuEiQdkrT8otTYJba2sPyaxzTp3BKw/uVMH0BZpqz8KEaF6PNuqP0pdWOzYWqo/oazq1tznqT8+cxXsOIKpP0kllt3dKak/8zYqXbzeqD9jHI8cxaCoP8lJgs3ob6g/TjPBIRhMqD8kTQnLQzWoP3ELGHtcK6g/ZuKq41IuqD8rRn+2Fz6oP++qUqWbWqg/3YTiYc+DqD8hSOydo7moP+doLQsJ/Kg/XltjW/BKqT+vk0tASqapPwiGo2sHDqo/k6YojxiCqj9/aZhcbgKrP/VCsIX5jqs/JKctvKonrD84Cs6xcsysP1vgThhCfa0/up1toQk6rj+Dtuf+uQKvP+CeeuJD168/f+Xx/stbsD+FV3CB09GwP5hfl9GwTbE/zrdFSFzPsT87Glo+zlayP/hAswz/47I/G+YvDOd2sz+5w66Vfg+0P+eTDgK+rbQ/vhAuqp1RtT9S9OvmFfu1PwAAAAAAAPh/jNpx+QT7sj9PA+2xh2myP+DgsQCM3rE/X7Xkkw9asT/twqkZENywP7FLJUCLZLA/kSP3av3mrz+0rqFP0BGvPwi9koqKSa4/19ISeCeOrT9idGp0ot+sP/Ql4tv2Paw/zWvCCiCpqz80ylNdGSGrP2/F3i/epao/vuGr3mk3qj9oowPGt9WpP7KOLkLDgKk/4Cd1r4c4qT878x9qAP2oPwN1d84ozqg/fzHEOPyrqD/zrE4FdpaoP6ZrX5CRjag/2vE+NkqRqD/UwzVTm6GoP9lljEOAvqg/MFyLY/TnqD8dK3sP8x2pP+NWpKN3YKk/yGNPfH2vqT8Q1sT1/wqqPwEyTWz6cqo/4PswPGjnqj/wt7jBRGirP3jqLFmL9as/vBfWXjePrD8AxPwuRDWtP4lz6SWt560/nKrkn22mrj9/7Tb5gHGvPztgFEdxJLA/41OB3UaWsD/ZkwbuPg6xP0BiyCZXjLE/PAHrNY0Qsj/tspLJ3pqyP3a5449JK7M/+1YCN8vBsz+dzRJtYV60PwAAAAAAAPh/jM9fPxmPtD/ivTMo/PCzPxe93ejhWLM/VyrRhM3Gsj/OYoH/wTqyP63DYVzCtLE/HKrlntE0sT9Qc4DK8rqwP258peIoR7A/UEWQ1e2yrz9WhrfMv+OuP0V2p7HNIK4/fs9Gix1qrT9bTHxgtb+sPzGnLjibIaw/YZpEGdWPqz8/4KQKaQqrPy0zNhNdkao/f03fObckqj+W6YaFfcSpP8jBE/21cKk/dJBsp2YpqT/zD3iLle6oP576HLBIwKg/0gpCHIaeqD/o+s3WU4moPzuFp+a3gKg/KGS1UriEqD8IUt4hW5WoPzYJCVumsqg/DEQcBaDcqD/mvP4mThOpPx4ul8e2Vqk/EFLM7d+mqT8W44SgzwOqP4ibp+aLbao/xjUbxxrkqj8obMZIgmerPwn5j3LI96s/wpZeS/OUrD+y/xjaCD+tPzDupSUP9q0/mRzsNAy6rj9FRdIOBouvP0iRH12BNLA/bbcMHwSqsD878qNQDiaxP+GeWPWiqLE/jBqeEMUxsj9rwueld8GyPwAAAAAAAPh/J9Db/fkitj9zKQCjPni1PyfKz1EH07Q/PxMJY1wztD+vZWovRpmzP3cisg/NBLM/kaqeXPl1sj/3Xu5u0+yxP6OgX59jabE/kdCwRrLrsD+5T6C9x3OwPxh/7FysAbA/Un+n+tAqrz/O5CjvCF6uP5Xw2UgRna0/n2Q3ufrnrD/hAr7x1T6sP06N6qOzoas/3MU5gaQQqz+Dbig7uYuqPzdJM4MCE6o/7RfXCpGmqT+bnJCDdUapPzWZ3J7A8qg/ss83DoOrqD8FAh+DzXCoPyTyDq+wQqg/B2KEQz0hqD+gE/zxgwyoP+bI8muVBKg/y0PlYoIJqD9KRlCIWxuoP1SSsI0xOqg/4OmCJBVmqD/iDkT+Fp+oP1LDcMxH5ag/IsmFQLg4qT9I4v8LeZmpP7zQW+CaB6o/b1YWby6Dqj9aNaxpRAyrP3IvmoHtoqs/qgZdaDpHrD/4fHHPO/msP1JUVGgCua0/rU6C5J6Grj//LXj1IWKvPx5aWSbOJbA/rlHXTY+hsD+oXvTJXCSxPwAAAAAAAPh/Zf+dQKO2tz+gALJNS/+2P9t524f4TLY/aQ4SnbiftT+UYU07mfe0P6wWhRCoVLQ/AtGwyvK2sz/mM8gXhx6zP6LiwqVyi7I/ioCYIsP9sT/osEA8hnWxPxAXs6DJ8rA/T1bn/Zp1sD/pI6oDEPyvP53a57Q8GK8/Wxd3a9c/rj+9IEeD+3KtP2I9R1jEsaw/6rNmRk38qz/yypSpsVKrPxbJwN0Mtao/+vTZPnojqj82lc8oFZ6pP2rwkPf4JKk/NU0NB0G4qD808jOzCFioPwMm9FdrBKg/RC89UYS9pz+SVP76boOnP4zcJrFGVqc/0Q2mzyY2pz/8LmuyKiOnP66GZbVtHac/hFuENAslpz8c9LaLHjqnPxWX7BbDXKc/DIsUMhSNpz+eFh45LcunP2mA+IcpF6g/Dg+TeiRxqD8oCd1sOdmoP1a1xbqDT6k/N1o8wB7UqT9mPjDZJWeqP4SokGG0CKs/L99MteW4qz8DKVQw1XesP5/MlS6eRa0/oRABDFwirj+oO4UkKg6vPwAAAAAAAPh/jJDpExFKuT8+3y9UHoa4P+gV19exxrc/nq7wod4Ltz9wI461t1W2P3LuwBVQpLU/uImaxbr3tD9ZbyzIClC0P2MZiCBTrbM/7QG/0aYPsz8Io+LeGHeyP8l2BEu847E/RPc1GaRVsT+NnohM48ywP7XmDeiMSbA/pJOu3WeXrz/qg+zH1qauP2eS+JSMwa0/PrP1Sq/nrD+a2gbwZBmsP5/8TorTVqs/eQ3xHyGgqj9IARC3c/WpPzjMzlXxVqk/cGJQAsDEqD8SuLfCBT+oP0rBJ53oxac/PHLDl45Zpz8Rv624HfqmP++bCQa8p6Y//fz5hY9ipj9i1qE+viqmP0QcJDZuAKY/zMKjcsXjpT8gvkP66dSlP2cCJ9MB1KU/x4NwAzPhpT9oNkORo/ylP3EOwoJ5JqY/CQAQ3tpepj9W/0+p7aWmP4AAperX+6Y/rvcxqL9gpz8G2RnoytSnP6+Yf7AfWKg/0iqGB+TqqD+Ug1DzPY2pPxyXAXpTP6o/klm8oUoBqz8cv6NwSdOrPwAAAAAAAPh/y66WhD/duj+02vDiswy6P3oFJY8vQLk/l2ox4cp3uD9/RRQxnrO3P6vRy9bB87Y/lUpWKk44tj+467GDW4G1P4bw3DoCz7Q/e5TVp1ohtD8OE5oifXizP7qnKAOC1LI/9o1/oYE1sj87AZ1VlJuxP/88f3fSBrE/vnwkX1R3sD/Y9xXJZNqvPwjsYb8J0a4//EwpUcjSrT+mkWgu0d+sP/QwHAdV+Ks/2qFAi4Qcqz9IW9JqkEyqPyzUzVWpiKk/eYMv/P/QqD8g4PMNxSWoPxBhFzsph6c/PH2WM131pj+Sq22nkXCmPwVjmUb3+KU/hhoWwb6OpT8DSeDGGDKlP29l9Ac246Q/u+ZONEeipD/WQ+z7fG+kP7LzyA4IS6Q/QW3hHBk1pD9xJzLW4C2kPzSZt+qPNaQ/ezluCldMpD82f1LlZnKkP1fhYCvwp6Q/ztaVjCPtpD+K1u24MUKlP39XZWBLp6U/nND4MqEcpj/SuKTgY6KmPxGHZRnEOKc/S7I3jfLfpz9xsRfsH5ioPwAAAAAAAPh//2McoCpwvD9aGQYnCJO7P+ARvfttubo/qovxynnjuT/MxFNBSRG5P2H7kwv6Qrg/gG1i1ql4tz9EWW9OdrK2P8P8aiB98LU/FJYF+dsytT9QY++EsHm0P5Oi2HAYxbM/8ZFxaTEVsz+Fb2obGWqyP2N5czPtw7E/qe08XssisT9pCndI0YawP4AbpD054K8/iWv8G5a9rj8egVeF9KWtP2/YFdOPmaw/re2XXqOYqz8KPT6BaqOqP7NCaZQguqk/3Hp58QDdqD+xYc/xRgyoP2dzy+4tSKc/LizOQfGQpj80CDhEzOalP6mDaU/6SaU/whrDvLa6pD+rSaXlPDmkP5aMcCPIxaM/tF+Fz5Ngoz80P0RD2wmjP0qnDdjZwaI/IhRC58qIoj/vAULK6V6iP+HsbdpxRKI/KFEmcZ45oj/2qsvnqj6iP3p2vpfSU6I/5S9f2lB5oj9nUw4JYa+iPzBdLH0+9qI/c8kZkCROoz9fFDebTrejPyK65Pf3MaQ/8TaD/1u+pD/6BnMLtlylPwAAAAAAAPh/CX2adM4Cvj+TZyROFxm9P/GoNWxpMrw/RBroz+dOuz+elFV6tW66PyHxl2z1kbk/4wjJp8q4uD8EtQItWOO3P5nOXv3AEbc/wS73GShEtj+UruWDsHq1PzEnRDx9tbQ/sHEsRLH0sz8uZ7icbzizP8XgAUfbgLI/j7ciRBfOsT+mxDSVRiCxPyjhUTuMd7A/W8wnbxaorz+mWSkWzWuuP2Mc3G2COq0/zcZzeHwUrD8YCyQ4AfqqP3ibIK9W66k/JSqd38LoqD9Uac3Li/KnPzsL5XX3CKc/DsIX4Esspj8HQJkMz1ylP1c3nf3GmqQ/OVpXtXnmoz/fWvs1LUCjP3/rvIEnqKI/Ur7Pmq4eoj+KhWeDCKShP2Lztz17OKE/Crr0y0zcoD+6i1Eww4+gP6oaAm0kU6A/Dhk6hLYmoD8cOS14vwqgPxNaHpYK/58/DqcT/00FoD9dWW6WXxygPy72UhMARaA/uC/1d3V/oD8uuIjGBcygP8hBQQH3KqE/un5SKo+coT89IfBDFCGiPwAAAAAAAPh/bW3jECeVvz8pzK2G3Z6+P88ezS8eq70/ucluYRG6vD89McBw38u7P7O57rKw4Lo/d8cnfa34uT/ivpgk/hO5P0gEb/7KMrg/BfzXXzxVtz9vCgGeenu2P+KTFw6upbU/tvxIBf/TtD9FqcLYlQa0P+T9sd2aPbM/7V5EaTZ5sj+3MKfQkLmxP57XB2nS/rA/+beThyNJsD9CbPACWTGvP9tsxVcr260/cjoBuA6QrD+5nf7NU1CrP1xfGERLHKo/D0ipxEX0qD+EIAz6k9inP2uxm46GyaY/d8OyLG7HpT9YH6x+m9KkP7+N4i5f66M/YNew5wkSoz/pxHFT7EaiPwwfgBxXiqE/eq427ZrcoD/mO/BvCD6gPwMgD57gXZ8/9uauaUZfnj8MXnWX44CdP6cWGHxZw5w/KaJMbEknnD/2kci8VK2bP253QcIcVps/9eNs0UIimz/taAA/aBKbP7mXsV8uJ5s/vgE2iDZhmz9aOEMNIsGbP/PMjkOSR5w/61DOfyj1nD+kVbcWhsqdPwAAAAAAAPh/IhhDQpiTwD8Mjd1/KxLAPxDtcpaII78/peGK8fIkvj9SMOC5wyi9P5cRUJgoL7w/7723NU84uz/cbfQ6ZUS6P9NZ41CYU7k/VbphIBZmuD/ex0xSDHy3P+26gY+olbY/+8vdgBiztT+LMz7PidS0PxQqgCMq+rM/FuiAJicksz8Lph2BrlKyP3KcM9zthbE/xgOg4BK+sD8OKYBulvavP18O4hGJe64/eygg/VgLrT9d6PSBYaarP/m+GvL9TKo/Tx1Mn4n/qD9UdEPbX76nPwc1u/fbiaY/XNBtRllipT9QtxUZM0ikP9tabcHEO6M/+SsvkWk9oj+imxXafE2hP88a2+1ZbKA/+DR0PLg0nz9EF9p5va+dP3a+XDd6Spw/gAxxGKUFmz9U44vA9OGZP+gkItMf4Jg/MLOo89wAmD8ecJTF4kSXP6U9WuznrJY/uf1uC6M5lj9OkkfGyuuVP1jdWMAVxJU/ysAXnTrDlT+VHvn/7+mVP7DYcYzsOJY/DdH25eawlj+h6fyvlVKXPwAAAAAAAPh/GxTsb3NcwT+zwJL0v9TAP4p4aHjSTcA/ZSb28oiPvz+B0LDrXoW+P5KeHNdZfb0/wz9Vsax3vD9BY3Z2inS7Pyu4myImdLo/te3gsbJ2uT8Bs2EgY3y4Pzy3OWpqhbc/kKmEi/uRtj8nOV6ASaK1PygV4kSHtrQ/vuwr1efOsz8Rb1ctnuuyP0tLgEndDLI/lTDCJdgysT8Zzji+wV2wPwOm/x2aG68/7dxlKFqGrT9Gn9uTKfyrP1xLmFhufao/hj/Tbo4KqT8U2sPO76OnP1x5oXD4SaY/rnujTA79pD9ePwFbl72jP78i8pP5i6I/JYSt75pooT/fwWpm4VOgP4h0wuBlnJ4/SpeQC+uvnD+qqK49HuOaP1Fli2fLNpk/34mVeb6rlz/90jtkw0KWP1D97Bem/JQ/gMUXhTLakz8v6CqcNNySPwQilU14A5I/py/FiclQkT+7zSlB9MSQP+i4MWTEYJA/0q1L4wUlkD8eaeauhBKQP3SncLcMKpA/eSVZ7WlskD/Snw5BaNqQPwAAAAAAAPh/cX7/GSMlwj+9Dsg5KpfBP/VTKsi3CcE/pN+T7Od8wD+shuScreG/Py8hZipBy74/7rGH0MK2vT8DXCTeaqS8P4NCF6JxlLs/iYg7aw+Huj8vUWyIfHy5P4+/hEjxdLg/w/Zf+qVwtz/lGdns0m+2Pw1My26wcrU/VrARz3Z5tD/VaYdcXoSzP6ebB2afk7I/6GhtOnKnsT+s9JMoD8CwPyDErP5cu68/WagfGxEBrj873DZEq1GsP/GlqBecrao/sksrM1QVqT+vE3U0RImnPyBEPLncCaY/MiM3X46XpD8b9xvEyTKjPwwGoYX/26E/PZZ8QaCToD+128kqObSePzWmID7KX5w/Xxhq+NQqmj+cvhKVOhaYP1Qlh0/cIpY/49gzY5tRlD+2ZYULWaOSPzJY6IP2GJE/fnmSD6pmjz9+Pymlq+aMPzIbbj+0s4o/aCU6VYbPiD/sdmZd5DuHP4sozM6Q+oU/DlNEIE4NhT9DD6jI3nWEP/V10D4FNoQ/8Z+W+YNPhD8CptNvHcSEPwAAAAAAAPh/Kjt9SaXtwj/JwDhoa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EpcIzLhPxab+jZRvuE/ygkT7DpP4j9EypqQ0OTiP0FOmTkCf+M/ggcW/L8d5D/AZxjt+cDkP73gpyGgaOU/NOTLrqIU5j/k44up8cTmPwAAAAAAAPh/UCGq2B7Z2j/JNpyL7w3aPxLeA8kaUdk/XHKR0IGi2D/ITvXhBQLYP4fO3zyIb9c/wEwBIerq1j+hJArODHTWP0+xqoPRCtY/+02TgRmv1T/KVXQHxmDVP+kj/lS4H9U/hBPhqdHr1D/Ef81F88TUP9TDc2j+qtQ/3TqEUdSd1D8KQK9AVp3UP4QupXVlqdQ/eWEWMOPB1D8SNLOvsObUP3cBLDSvF9U/1yQx/b9U1T9a+XJKxJ3VPyvaoVud8tU/dCJucCxT1j9eLYjIUr/WPxdWoKPxNtc/xvdmQeq51z+abYzhHUjYP7gSwcNt4dg/TEK1J7uF2T+FVxlN5zTaP4itnXPT7to/gp/y2mCz2z+diMjCcILcPwTEz2rkW90/4Ky4Ep0/3j9cnjP6ey3fP9J5eDCxEuA/8INQw5iT4D8gG3pVZRnhP/NszYYHpOE/Aqci928z4j/f9lFGj8fiPyKKMxRWYOM/Xo6fALX94z8sMW6rnJ/kPxygd7T9ReU/yAiUu8jw5T/CmJtg7p/mPwAAAAAAAPh/0b1T5/Y02z8bY4kc7GbaPw9XkR0lp9k/W44YQIT12D+q/cvZ61HYP6uZWEA+vNc/DVdryV001z9+KrHKLLrWP6kI15mNTdY/PuaJjGLu1T/rt3b4jZzVP11ySjPyV9U/RAqyknEg1T9LdFps7vXUPyOl8BVL2NQ/eJEh5WnH1D/1LZovLcPUP05vB0t3y9Q/KUoWjSrg1D89s3NLKQHVPzCfzNtVLtU/tALOk5Jn1T940iTJwazVPyYDftHF/dU/bomGAoFa1j/+Weux1cLWP4NpWTWmNtc/q6x94tS11z8kGAUPREDYP52gnBDW1dg/wjrxPG122T9C26/p6yHaP8p2hWw02No/CQIfGymZ2z+scSlLrGTcP2C6UVKgOt0/1dBEhuca3j+4qa88ZAXfP7c5P8v4+d8/vzrQw0N84D/fKMBjeQDhP5HhRXCOieE/Lt83FHQX4j8KnGx6G6riP3ySus11QeM/4Dz4OHTd4z+GFfzmB37kP8qWnAIiI+U/ATuwtrPM5T+CfA0urnrmPwAAAAAAAPh/WLP7xIqQ2z+2wY1/pr/aPzGU7yDv/Nk/6gojFUhI2T8ABirIlKHYP5ZlBqa4CNg/0Am6Gpd91z/N0kaSEwDXP6ugrngRkNY/kVPzOXQt1j+cyxZCH9jVP/PoGv31j9U/sosB19tU1T//k8w7tCbVP/nhfZdiBdU/wlUXVsrw1D94z5rjzujUP0IvCqxT7dQ/PVVnGzz+1D+OIbSdaxvVP1N08p7FRNU/sS0kiy161T/HLUvOhrvVP7hUadS0CNY/pIKACZth1j+tl5LZHMbWP/RzobAdNtc/nfeu+oCx1z/GAr0jKjjYP5J1zZf8ydg/ITDiwttm2T+YEv0Qqw7aPxT9H+5Nwdo/us9Mxqd+2z+raoUFnEbcPwauyxcOGd0/7nkhaeH13T+Frohl+dzeP+wrA3k5zt8/ImnJh8Jk4D/XwJzKX+fgPyeN/DrmbuE/Ib7pjkf74T/XQ2V8dYziP1gOcLlhIuM/uA0L/P284z8FMjf6O1zkP1Fr9WkNAOU/q6lGAWSo5T8m3St2MVXmPwAAAAAAAPh/jDwajNnr2z9PIkjWHRjbP0q6Ifx3Uto/G1FTgMya2T9dM4nl//DYP6+tb672VNg/rwyzXZXG1z8Anf91wEXXPzerAXpc0tY/+oNl7E1s1j/ic9dPeRPWP4/HAyfDx9U/ocuW9A+J1T+0zDw7RFfVP2cXon1EMtU/WPhyPvUZ1T8jvFsAOw7VP2qvCEb6DtU/xh4mkhcc1T/ZVmBndzXVP0CkY0j+WtU/m1Pct5CM1T+EsXY4E8rVP54K30xqE9Y/gqvBd3po1j/S4Mo7KMnWPyn3phtYNdc/KTsCmu6s1z9u+Yg50C/YP5R+53zhvdg/PBfK5gZX2T8EEN35JPvZP4e1zDggqto/aFRFJt1j2z9BOfNEQCjcP7Gwghcu99w/WAegIIvQ3T/TiffiO7TeP7+ENeEkot8/XiIDTxVN4D8zCwvOGM7gPy6jCC8PVOE/nxBSs+re4T/TeT2cnW7iPxoFISsaA+M/xNhSoVKc4z8hGylAOTrkP3zy+UjA3OQ/KIUb/dmD5T9y+eOdeC/mPwAAAAAAAPh/mL3UV+JG3D+6ZP9CUXDbP3NLzti+p9o/B9rqshDt2T+zeP5qLEDZP7qPspr3oNg/Xoew21cP2D/gx6HHMovXP3y5L/htFNc/esQDB++q1j8WUceNm07WP5LHIyZZ/9U/MZDCaQ291T80E03ynYfVP9u4bFnwXtU/ZunKOOpC1T8VDREqcTPVPy2M6MZqMNU/6876qLw51T+SPfFpTE/VP2NAdaP/cNU/nj8w77ue1T+Ho8vmZtjVP1rU8CPmHdY/XDpJQB9v1j/NPX7V98vWP+xGOX1VNNc//r0j0R2o1z9BC+dqNifYP/aWLOSEsdg/Xcmd1u5G2T+7CuTbWefZP03DqI2rkto/VluVhclI2z8YO1NdmQncP9DKi64A1dw/xHLoEuWq3T8xmxIkLIveP1qss3u7dd8/Poe6WTw14D/wFICypLTgP2Ez/5QJOeE/spYMzl3C4T8C83wqlFDiP3P8JHef4+I/JWfZgHJ74z86524UABjkP9Awuv46ueQ/CfiPDBZf5T8G8cQKhAnmPwAAAAAAAPh/5AEARKSh3D+ypKToP8jbP0tAQeHC/No/5TTM3hM/2j+v4juSGY/ZP9+phqy67Ng/puqi3t1X2D85BYfZadDXP8hZKU5FVtc/h0iA7Vbp1j+oMYJohYnWP2J1JXC3NtY/5HNgtdPw1T9ljSnpwLfVPxQid7xli9U/JZI/4Khr1T/LPXkFcVjVPziFGt2kUdU/oMgZGCtX1T82aG1n6mjVPy3EC3zJhtU/uTzrBq+w1T8KMgK5gebVP1YER0MoKNY/0BOwVol11j+nwDOki87WPxBryNwVM9c/QXNksQ6j1z9qOf7SXB7YP70djPLmpNg/boAEwZM22T+ywV3vSdPZP7hBji7weto/uGCML20t2z/gfk6jp+rbP2T8yjqGstw/ejn4pu+E3T9SlsyYymHePyBzPsH9SN8/Cxii6Dcd4D+0Fuq8A5vgP6Vl8rXVHeE/9zQ2LKGl4T/CtDB4WTLiPyAVXfLxw+I/LYY2811a4z8AODjTkPXjP7Ra3ep9leQ/YR6hkhg65T8hs/4iVOPlPwAAAAAAAPh/5ncibR783D/dY9Xq6B/cP3YfbkCDUds/YQt9NtWQ2j9LiJKVxt3ZP+b2PiY/ONk/4LcSsSag2D/sK57+ZBXYP7Wzcdfhl9c/7a8dBIUn1z9FgTJNNsTWP2qIQHvdbdY/ECbYVmIk1j/juomorOfVP5an5Tikt9U/1Ux80DCU1T9SC943On3VP7xDmzeoctU/wlZEmGJ01T8WpWkiUYLVP2aPm55bnNU/YnZq1WnC1T+8umaPY/TVPyC9IJUwMtY/QN4or7h71j/Mfg+m49DWP3L/ZEKZMdc/5MC5TMGd1z/QI56NQxXYP+aIos0HmNg/1lBX1fUl2T9R3Ext9b7ZPwSME17uYto/osA7cMgR2z/Y2lVsa8vbP1c78hq/j9w/zkKhRKte3T/wUfOxFzjeP2nJeCvsG98/9AThPAgF4D8Quq8yNoHgP2C0cNtzAuE/PCRsG7WI4T/6OerW7RPiP/QlM/IRpOI/ghiPURU54z/7QUbZ69LjP7bSoG2JceQ/DPvm8uEU5T9W62BN6bzlPwAAAAAAAPh/RGt28E9W3T8hst1tS3fcP30T8iH/pds/aCQo7VPi2j/refSvMizaPxWpy0qEg9k/9EYinjHo2D+b6GyKI1rYPw4jIPBC2dc/XYuwr3hl1z+YtpKprf7WP805O77KpNY/CaoezrhX1j9ZnLG5YBfWP8ylaGGr49U/bFu4pYG81T9IUhVnzKHVP3Af9IV0k9U/71fJ4mKR1T/SkAlegJvVPylfKdi1sdU/AFidMezT1T9mENpKDALWP2YdVAT/O9Y/EBSAPq2B1j9vidLZ/9LWP5MSwLbfL9c/iUS9tTWY1z9etD636gvYPyD3uJvnitg/2qGgQxUV2T+eSWqPXKrZP3eDil+mSto/c+R1lNv12j+eAaEO5avbPwhwgK6rbNw/vsSIVBg43T/MlC7hEw7eP0B15jSH7t4/KPskMFvZ3z/KXa9ZPGfgP8YlhE/k5uA/EiDL6Zlr4T8yl76YUfXhP67VmMz/g+I/DSaU9ZgX4z/V0uqDEbDjP44m1+ddTeQ/vWuTkXLv5D/r7FnxQ5blPwAAAAAAAPh/Rj3s6zew3T9PVLqWZs7cPxX/FbI1+ts/XmWfNo8z2z/rrvYcXXraP4EDvF2Jztk/44qP8f0v2T/ZbBHRpJ7YPyLR4fRnGtg/hd+gVTGj1z/Ev+7r6jjXP6WZa7B+29Y/7JS3m9aK1j9e2XKm3EbWP76OPcl6D9Y/0Ny3/Jrk1T9V64E5J8bVPxbiO3gJtNU/0uiFsSuu1T9UJwDed7TVP1jFSvbXxtU/quoF8zXl1T8Iv9HMew/WPzlqTnyTRdY/ARQc+maH1j8i5No+4NTWP2ICK0PpLdc/hZas/2uS1z9PyP9sUgLYP4K/xIOGfdg/5KObPPID2T86nSSQf5XZP0XT/3YYMto/zG3N6abZ2j+SlC3hFIzbP1pvwFVMSdw/6yUmQDcR3T8F4P6Yv+PdP3DF6ljPwN4/7f2JeFCo3z+hWD54Fk3gP5mDsVwny+A/wZPu5U9O4T/6nEUQhdbhPyezBti7Y+I/K+qBOen14j/mVQcxAo3jPzsK57r7KOQ/Cxtx08rJ5D86nPV2ZG/lPwAAAAAAAPh/XJssftUJ3j8C6RqLOSXdP56P0B0mTtw/odFdR4aE2z+B8dIYRcjaP7ExQKNNGdo/pdS194p32T/WHEQn6OLYP7BM+0JQW9g/qqbrW67g1z84bSWD7XLXP9HiuMn4Edc/6Em2QLu91j/x5C35H3bWP132LwQSO9Y/pcDMcnwM1j84hhRWSurVP46JF79m1NU/GA3mvrzK1T9OU5BmN83VP6CeJsfB29U/hDG58Ub21T9wTlj3sRzWP9U3FOntTtY/KjD91+WM1j/feSPVhNbWP2tXl/G1K9c/QgtpPmSM1z/Y16jMevjXP6D/Zq3kb9g/DsWz8Yzy2D+Zap+qXoDZP7IyOulEGdo/zl+Uviq92j9hNL47+2vbP9/yx3GhJdw/vd3BcQjq3D9uN7xMG7ndP2dCxxPFkt4/HEHz1/B23z8AOyjVxDLgP8SR9009r+A/FMbvXtcw4T8q+ZiQiLfhP0BMe2tGQ+I/keAeeAbU4j9V1ws/vmnjP8hRykhjBOQ/I3HiHeuj5D+gVtxGS0jlPwAAAAAAAPh//rOaxidj3j/YC2Rxw3vdPwdOyJLPodw/e4iJVDjV2z8eyWng6RXbP+MdK2DQY9o/tpSP/de+2T+NO1ni7CbZP0sgSjj7m9g/51AkKe8d2D9M26netKzXP2rNnII4SNc/NDW/Pmbw1j+UINM8KqXWP3idmqZwZtY/07nXpSU01j+Qg0xkNQ7WP58IuwuM9NU/71blxRXn1T9ufI28vuXVPwuHdRlz8NU/uYRfBh8H1j9ggw2trinWP/KQQTcOWNY/YLu9zimS1j+UEESd7dfWP4CelsxFKdc/EnN3hh6G1z86nKj0Y+7XP+Qn7EACYtg/ASQEleXg2D+AnrIa+mrZP02lufsrANo/WkbbYWeg2j+Vj9l2mEvbP+yOdmSrAdw/TVJ0VIzC3D+q55RwJ47dP+5cmuJoZN4/CcBG1DxF3z92D663RxjgP8FDzm4mk+A/4ANlpDAT4T/GVlNtXJjhP21Det6fIuI/zdC6DPGx4j/dBfYMRkbjP5LpDPSU3+M/5oLg1tN95D/R2FHK+CDlPwAAAAAAAPh/jmlW5S283j+/drFwA9LdP+OtVT8x9dw/PcH1k6Ql3D8EY0SxSmPbP3dF9NkQrto/0xq4UOQF2j9WlUJYsmrZPztnRjNo3Ng/wUJ2JPNa2D8j2oRuQObXP5/fJFQ9ftc/cwUJGNci1z/e/eP8+tPWPxd7aEWWkdY/Yy9JNJZb1j/2zDgM6DHWPxQG6g95FNY/94wPgjYD1j/bE1ylDf7VPwBNgrzrBNY/ouo0Cr4X1j//nibRcTbWP1IcClT0YNY/2hSS1TKX1j/QOnGYGtnWP3dAWt+YJtc/B9j/7Jp/1z/CsxQEDuTXP+CFS2ffU9g/oABXWfzO2D9A1ukcUlXZP/y4tvTN5tk/EltwI12D2j++bsnr7CrbPzymdJBq3ds/zLMkVMOa3D+qSYx55GLdPxMaXkO7Nd4/QtdM9DQT3z92MwvPPvvfP3bwJQvjduA/8chgBlz14D9KfI/6AHnhP51jC4nIAeI/DtgtU6mP4j+4MlD6mSLjP7jMyx+RuuM/Mf/5ZIVX5D8+IzRrbfnkPwAAAAAAAPh/jIM+++YU3z+fIdiw+CfeP9oahVJKSN0/48UkPMp13D9feZbJZrDbP/aLuVYO+No/UFRtP69M2j8UKZHfN67ZP+VgBJOWHNk/blKmtbmX2D9UVFajjx/YPz+987cGtNc/1eNdTw1V1z+/HnTFkQLXP6TEFXaCvNY/Jiwivc2C1j/xq3j2YVXWP6ma+H0tNNY/9k6Brx4f1j+AH/LmIxbWP+tiKoArGdY/4W8J1yMo1j8JnW5H+0LWPwhBOS2gadY/hLJI5ACc1j8nSHzIC9rWP5ZYszWvI9c/eDrNh9l41z90RKkaednXPzLNJkp8Rdg/WCslctG82D+MtYPuZj/ZP3bCIRsrzdk/vqjeUwxm2j8Iv5n0+AnbP/5bMlnfuNs/RtaH3a1y3D+FhHndUjfdP2S95rS8Bt4/iNeuv9ng3j+cKbFZmMXfPyGFZm9zWuA/Euhw1VnX4D/0aOeMdlnhPxqzucPA4OE/2HHXpy9t4j+BUDBnuv7iP2r6sy9YleM/5BpSLwAx5D9FXfqTqdHkPwAAAAAAAPh/z93yKVJt3z8jYGhaon3ePzkEGfwZm90/z+tJhKjF3D+cOEBoPf3bP1oMQR3IQds/yIiRGDiT2j+iz3bPfPHZP5wCNreFXNk/eEMURULU2D/rs1buoVjYP7V1QiiU6dc/j6ocaAiH1z81dCoj7jDXP2H0sM4059Y/zkz138up1j83nzzMonjWP1UNzAipU9Y/5bjoCs461j+jw9dHAS7WP0dP3jQyLdY/kH1BR1A41j83cEb0Sk/WP/VIMrERctY/iSlK85Og1j+pM9MvwdrWPxSJEtyIINc/hEtNbdpx1z+znMhYpc7XP1yeyRPZNtg/OXKVE2Wq2D8IOnHNOCnZP4IXorZDs9k/ZCxtRHVI2j9mmhfsvOjaP0OD5iIKlNs/uAgfXkxK3D+ATAYTcwvdP1Rw4bZt190/8ZX1viuu3j8S34egnI/fP7i2bujXPeA/Y7GdYiq54D9ocHN5vTnhP6WEkueIv+E/936dZ4RK4j888Da0p9riP1BpAYjqb+M/EXufnUQK5D9etrOvrankPwAAAAAAAPh/1ZXWk27F3z+Q/a+W/9LeP8fmi2yf7d0/0YpLpD4V3T/9ItDMzUncP6fo+nQ9i9s/IRWtK37Z2j/H4cd/gDTaP+WHLAA1nNk/1kC8O4wQ2T/vRVjBdpHYP4bQ4R/lHtg/8xk65se41z+JW0KjD1/XP53O2+WsEdc/h6znPJDQ1j+aLkc3qpvWPy2O22PrctY/lgSGUURW1j8syyePpUXWP0Eboqv/QNY/Li7WNUNI1j9IPaW8YFvWP+SB8M5IetY/WDWZ++uk1j/5kIDROtvWPx7Oh98lHdc/HCaQtJ1q1z9K0nrfksPXP/oLKe/1J9g/hQx8creX2D9ADVX4xxLZP4BHlQ8Ymdk/nfQdR5gq2j/qTdAtOcfaP7yMjVLrbts/bOo2RJ8h3D9OoK2RRd/cP7fn0snOp90//PmHeyt73j92EK41TFnfPzwyk8MQIeA/rRdp/82a4D83VckV1hnhP4WHJE4hnuE/RUvr76cn4j8fPY5CYrbiP775fY1ISuM/zR0rGFPj4z/4RQYqeoHkPwAAAAAAAPh/KBsJrp0O4D8EV7yPDyjfP+BUEtXZP94/j/LE1Itk3T+z8oQ3F5bcP/sXA6Zt1Ns/DSXwyIAf2z+W3PxIQnfaPzgB2s6j29k/oFU4A5dM2T93nMiODcrYP2aYOxr5U9g/FwxCTkvq1z8wuozT9YzXP11lzFLqO9c/RdCxdBr31j+Qve3hd77WP+nvMEP0kdY/+CksQYFx1j9mLpCEEF3WP9q/DbaTVNY/A6FVfvxX1j+GlBiGPGfWPwldB3ZFgtY/Or3S9gip1j++dyuxeNvWP0FPwk2GGdc/agZIdSNj1z/kX23QQbjXP1Ye4wfTGNg/aARaxMiE2D/G1IKuFPzYPxZSDm+oftk/BD+trnUM2j83XhAWbqXaP1Zy6E2DSds/Dj7m/qb42z8GhLrRyrLcP+gGFm/gd90/Wompf9lH3j8IziWspyLfP8zLnU4eBOA/XNTN/UR84D8GYvu3wPngPx7WflGKfOE//JGwnpoE4j/y9uhz6pHiP1RmgKVyJOM/d0HPByy84z+w6S1vD1nkPwAAAAAAAPh/SfBK01s64D+Kc1xw0XzfP5X8nGfIkd4/+F0IT4+z3T/xeU/pGOLcP8oyI/lXHdw/vmo0QT9l2z8aBDSEwbnaPxvh0oTRGto/A+TBBWKI2T8a77HJZQLZP6DkU5PPiNg/2qZYJZIb2D8OGHFCoLrXP3saTq3sZdc/ZpCgKGod1z8PXBl3C+HWP75faVvDsNY/tH1BmISM1j80mFLwQXTWP4ORTSbuZ9Y/5Evj/Htn1j+ZqcQ23nLWP+aMopYHitY/ENgt3+qs1j9XbRfTetvWP/8uEDWqFdc/T//Ix2tb1z+GwPJNsqzXP+pUPopwCdg/u55cP5lx2D9AgP4vH+XYP7rb1B71Y9k/bpOQzg3u2T+fieIBXIPaP46ge3vSI9s/gboM/mPP2z+8uUZMA4bcP3+A2iijR90/DfF4VjYU3j+v7dKXr+veP6JYma8Bzt8/F4o+sI9d4D9JgZe2fdngPwoDMEzEWuE/fIBg0lzh4T/AaoGqQG3iP/gy6zVp/uI/REr21c+U4z/JIfvrbTDkPwAAAAAAAPh/GLoNTPFl4D+CGiNkRNHfPxus2lZq494/FeUgTUgC3j+BgdQj0i3dP3491Lf7Zdw/HtX+5biq2z9+BDOL/fvaP6+HT4S9Wdo/zBozruzD2T/tebzlfjrZPyhhygdovdg/mIw78ZtM2D9SuO5+DujXP22gwo2zj9c/AwGW+n5D1z8plkeiZAPXP/YbtmFYz9Y/hE7AFU6n1j/q6USbOYvWPz+qIs8Oe9Y/m0s4jsF21j8XimS1RX7WP8ghhiGPkdY/yM57r5Gw1j8rTSQ8QdvWPwxZXqSREdc/gq4IxXZT1z+jCQJ75KDXP4gmKaPO+dc/SMFcGile2D/7lXu9583YP7hgZGn+SNk/mN31+mDP2T+wyA5PA2HaPxrejULZ/do/7NlRstal2z9AeDl771jcPyp1I3oXF90/xIzui0Lg3T8me3mNZLTeP2T8oltxk98/Tuakaa4+4D/vU6ZoDbngPyMlRZnPOOE/9rfw6e694T91ahhJZUjiP6iaK6Us2OI/naaZ7D5t4z9g7NENlgfkPwAAAAAAAPh/RFoUq12R4D/7c7TLsxLgPz9UOta+NN8/5mzUCbZQ3j9ppW4pQnndP1NxQCxYrtw/JESBCe3v2z9nkWi49T3bP5bMLTBnm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L/l8xDU+I7Nv55X+ZXrMdG/kv4zmo+c07842VTIugbWv+pR+HG/b9i/C9O66O/W2r/8xjh+njvdvxuYDoQdnd+/Z1jspV/94L+6vZkT6ynivzax3TPaU+O/CmiGL9Z65L9pF2IviJ7lv4X0PlyZvua/ijTr3rLa57+qDDXgffLovxay6oijBeq//1naAc0T67+UOdJzoxzsvwaGoAfQH+2/hnQT5vsc7r9EOvk30BPvvwAAAAAAAPh/hrL+9ngJ5T/8o8mUsF/kP6ZNY5VKrOM/FD3IJJ7v4j/N//RuAiriP2Yj5p/OW+E/ajWY41mF4D/Whg/M9k3fP+a1YqYUgt0/IRMjrrun2z+ouUk7mr/ZP5LEz6Veytc/AE+uRbfI1T8QdN5yUrvTP9hOWYXeotE/9vQvqhMAzz8cJCd0BafKP2RhihjvO8Y/CuNLRy3AwT98vrtgOWq6P34YZQc0OLE/EALhiQ+0nz8gz2Xi2kl3vwqnJJXu06W/vjbnkk9wtL8mmkAn7QS+v6II3VOL0sO/35c3WgmnyL+KxL32k37NvzWsvjznK9G/oA5CGa6Y079y7u848ATWv4kwz0P/b9i/ybnm4SzZ2r8Wbz27yj/dv1A12ncqo9+/sfjh304B4b8WxIAduy7iv0jvzMiCWeO/uOzJtU6B5L/cLnu4x6XlvyIo5KSWxua//koIT2Tj57/fCeuK2fvovzjXjyyfD+q/fSX6B14e678eZy3xvifsv40OLbxqK+2/O478PAop7r+bWJ9HRiDvvwAAAAAAAPh/oMHaXYsv5T+kVRu9loTkP4Fx8fEA0OM/J8I9fCES4z+I9ODbT0viP5a1u5Dje+E/QLKuGjSk4D/8LjXzMYnfP3YkwFrTut0/156/a/vd2z8A+PQlWfPZP9iJIYmb+9c/P64GlXH31T8dv2VJiufTP1AWAKaUzNE/gBsuVX9Ozz+U/tetdPDKP6qJgFVngMY/jnCqS7X/wT/0zbAfed+6P4BBGkO2o7E/jkYtAbydoD9gUkqNOsVxv5BgRHRFNqW/jpZMNNMqtL9ecE4Yqci9vxUrkTP0uMO/PXDhkOqRyL/aU5Wk2W3NvxIRlbexJdG/qJOO+JSU07/U13WV5wLWv6qDiY76b9i/TT0I5B7b2r/UqjCWpUPdv1xyQaXfqN+/A528CA8F4b/3U4vtWDPivxgxLAH2XuO/coe+w46H5L8XqmG1y6zlvxTsNFZVzua/d6BXJtTr579NGuml8ATpv6WsCFVTGeq/kKrVs6Qo678bZ29CjTLsv1M19YC1Nu2/R2iG78U07r8FU0IOZyzvvwAAAAAAAPh/5pIgq2hV5T/Zrnp5SankP3/wm6qF8+M/06lhEXU04z/MLKmAb2ziP2fLT8vMm+E/m9cyxOTC4D/SRl98HsTfP4cBRxhI890/T4PXAfYT3D8hcMve1ybaP/Br3VSdLNg/rRrICfYl1j9UIEajkRPUP9EgEscf9tE/P4DNNaCczz9YRP2IpDnLP+LVKNOrxMY/xXzFXxU/wj/EAZH0gFS7P1NUTtwYD7I/AgJbG2JhoT9gCt0M/H5ov+CvCK5GmKS/9j1AvxLls7+SCjCCB4y9v/SWdIQhn8O/IYxAXoN8yL/hnAYDylzNv6TAqBNLH9G/tPjVP0SQ07+3UlDgoADWv64qXU+xb9i/qdxB58Xc2r+yxEMCL0fdv9I+qPo8rt+/jlNaFaAI4b/MLFd2xDfivyhZbc0zZOO/poa/R5aN5L9RY3ASlLPlvyydolrV1ea/PeJ4TQL057+I4BUYww3pvxRGnOe/Iuq/6sAu6aAy678L/+9JDj3sv3+uAjewQe2/TH2J3S5A7r94GadqMjjvvwAAAAAAAPh/tdTofxB75T+hIe1tyM3kP/yBXmbYFuQ/1J0ujphW4z8xHU8KYY3iPyeosf+Ju+E/v+ZHk2vh4D8TAgfUu/7fPyM+rFFyK94/zdFi6apJ3D8pDQ7lFVraP1NAkY5jXdg/aLvPL0RU1j+FzqwSaD/UP77JC4F/H9I/Z/qfiXXqzz/7cblPlILLP3CaKui7CMc/ABS65kx+wj+0/Vy+T8m7P3L2nMpaerI/RqWCM/gkoj8ATysqy+Jav7qRJ8Lz+aO/xr/y2w6fs7+KUbj1CE+9v9iea4MThcO/8yHh89NmyL/ZEXY4ZUvNvyrnsV6zGNG/lNtx97uL078WlpccHP7Vv5DGP4Qjb9i/7ByH5CHe2r8ISYrzZkrdv8v6ZWdCs9+/D3Eb+wEM4b9y1wyr/Tviv4CIlR48aeO/KtzDMGWT5L9oKqa8ILrlvyjLSp0W3ea/XhbAre7757/6YxTJUBbpv/ALVsrkK+q/NmaTjFI867+6ytrqQUfsv3GROsBaTO2/SxLB50RL7r89pXw8qEPvvwAAAAAAAPh/RzrSfYKg5T+I5fk+E/LkP+wassz4OeQ/bLcXnYt44z/9l0cmJK7iP5yZXt4a2+E/QZl5O8j/4D/lc7WzhBzgPwMNXnpRY94/G1wGnBl/3D8Ij524Eo3aP7tfXbztjdg/JIh/k1uC1j86wj0qDWvUP+vH0WyzSNI/LFN1R/8b0D/UO8RMQ8vLPzXEo+uWTMc/XrP8Q1u9wj9q+oRc5D28PzEr0QV75bI/zsGJaXzooj8Aqvy4ZQ4zv5oLgzFOW6O/r9JtM8hYs7+G+9YErhG9v0EMC27KasO/9iAihNxQyL/9Rz1sqznNv7aG9KbqEdG/r/5YKPyG07/+URJOWfvVv6rG5itRbti/xaKc1TLf2r9aLPpeTU3dv3apxdvvt9+/FrDirzQP4b9Ey19/BEDiv0xJPeYObuO/Mk1ebvuY5L8C+qWhccDlv8By9wkZ5Oa/dNo1MZkD6L8kVEShmR7pv9YCBuTBNOq/lgleg7lF679miy8JKFHsv06rXf+0Vu2/VozL7wdW7r+EUVxkyE7vvwAAAAAAAPh/RWgCR77F5T/f3KqRKRblP7fLjYXmXOQ/w1UJ6U2a4z/wm3uCuM7iPza/Qhh/+uE/ieC8cPod4T/gIEhSgzngP1FChQblmt4/swQVlEG03D/LyvvZzb/aP4PW9WQ7vtg/wWm/wTuw1j9zxhR9gJbUP3YusiO7cdI/u+NTQp1C0D9GUGzLsBPMPy57KjU8kMc/Asxa2z/8wj8ajeuuPbK8P0Ld54V4ULM/MCA33eyroz9AUOv9Zl9RP16HJX5XvKK/HbuSbz8Ss79cMZdC99O8v2ePl4JGUMO/8r00Qp06yL98oKrGnCfNv5pZQPvwCtG/Izkf3ASC07/6rDV5WPjVvy5zx0U6bdi/3kkYtfjf2r8e72s64k/dvwUhBklFvN+/2E4VKjgS4b+ckY7n2EPiv9m3kBascuO/m6C98Fie5L/wKrevhsblv+I1H43c6ua/gKCXwgEL6L/TScKJnSbpv+cQQRxXPeq/zdS1s9VO67+NdMKJwFrsvzTPCNi+YO2/z8Mq2Hdg7r9qMcrDklnvvwAAAAAAAPh//98mfsPq5T+5eI0LCzrlP96cZzmhf+Q/E/NpHd+74z/yIUnNHe/iPyLQuV62GeI/P6Rw5wE84T/wRCJ9WVbgP5+xBmss0t4/Aw2RTCLp3D9M6UzKRvLaP72Tow9M7tg/lln+R+Td1j8eiMaewcHUP5BsZT+WmtI/MlREVRRp0D+EGJkX3FvMPwfEzhyr08c/dEX8EPo6wz+ObuiVWia9PxhoEkNSu7M/BFk3rkdvpD+AGy71/8JjP8QrPisRHaK/r7IYO3XLsr90MB5D5ZW8vxgtBQCINcO/df0bYhYkyL/I7gBxORXNv0iz8GrGA9G/H2X1HNZ807+yPyWjGfXVv7f1FtLea9i/8TlhfnPg2r8cv5p8JVLdv/E3WqFCwN+/nCubYAwV4b/W52LYekfivwWqT6ITd+O/hsusqH2j5L+8pcXVX8zlvwWS5RNh8ea/wOlXTSgS6L9LBmhsXC7pvwVBYVukReq/UPOOBKdX67+JdjxSC2Tsvw8ktS54au2/QlVEhJRq7r+AYzU9B2TvvwAAAAAAAPh/Vul1xpEP5j+bm7NSt13lP19qNZEoouQ/s/ga5j7d4z+l6YO1Uw/jP0ngj2PAOOI/r39eVN5Z4T/qag/sBnPgPwyKhB0nCd8/MWItQbsd3T9jpFgLfSTbP8OWRUQfHtk/dH8ztFQL1z+ZpGEj0OzUP1NMD1pEw9I/xLx7IGSP0D8YeMx9xKPMP54gHPviFsg/Xv9kSYl5wz86QUvyOZq9Pz8huTUHJrQ/lm4h/IoypT9Af+OJ/dduP4owHb18faG/40yLQWqEsr9M6ambeFe8v3yq9iWPGsO/uTusGEgNyL8THHeVgQLNv6Nf7AVr/NC/gkyp9W9307+QDrPRnPHVv6BfytE+ati/mPmvLaPg2r9QliQdF1Tdv6Xv6Nfnw9+/vt/eSrEX4b/W3zFH6krivwzVzXxFe+O/TRyTh2mo5L+KEmID/dHlv7AUG4ym9+a/sH+evQwZ6L93sMwz1jXpv/QDhoqpTeq/GNeqXS1g67/QhhtJCG3svw1wuOjgc+2/u+9h2F107r/MYvizJW7vvwAAAAAAAPh/S3uvwyg05j/merQNLoHlP9S9bTZ8xOQ/25F572z+4z+9RHbqWS/jPz8kAtmcV+I/KX67bI934T9AoEBXi4/gP4uwX5TUP98/BOhO7gtS3T9wgosfcFbbP14bUou0Tdk/V07flIw41z/ntm+fqxfVP5PwPw7F69I/6paMRIy10D/kiiRLaevMP2wvGynjWcg/h1J26ey3wz+GVl6l2g2+P2/hfVaWkLQ/6md75rT1pT9AxAOJSPd0Px4vMLmb3aC/UNlILx89sr/Omo/isRi8v/L2vDRc/8K/OrKKmzL2x78oyDdfde/Mv9KApdze9NC/zJOlcdJx079+gV8L4u3Vv1eulkZaaNi/0n4OwIfg2r9gV4oUt1Xdv3eczeA0x9+/SdnN4CYa4b8S/9spJ07iv9Hx8plBf+O/wGN0fxyt5L8cB8IoXtflvx+OPeSs/ea/BKtIAK8f6L8EEEXLCj3pv1xvlJNmVeq/SHuYp2ho678B5rJVt3Xsv8JhRez4fO2/x6CxudN97r9JVVkM7nfvvwAAAAAAAPh/NiMeGohY5j/qfq3jbqTlP12nCNOb5uQ/QH1f5mgf5D9A4eEbME/jPw60v3FLduI/WtYo5hSV4T/VKE135qvgP1gYuUY0dt8/IsIN0ROG3T9jEPiJH4jbP4DE120Lfdk/1Z8MeYtl1z/GY/anU0LVP67R9PYXFNM/7qpnYozb0D/GYV3NyTLNP+JJUwCrnMg/7JBwViT2wz89c+mQO4G+P4CNPp7++rQ/KOy+jMO4pj9gKLOsT4N6P3hv/qVvPaC/M8OAsZT1sb9Yajqvkdm7v9KTVm3v48K/2/osIdbex79952D6FNzMv35rGQAi7dC/SKPxnP1r07/GWVlX6enVv5HN8DIxZti/Tj1YMyHg2r+a5y9cBVfdvxILGLEpyt+/MHPYGm0c4b8QXM12MVHiv3jfOu4Hg+O/uBzxgpax5L8kM8A2g9zlvwhCeAt0A+e/uGjpAg8m6L9/xuMe+kPpv7B6N2HbXOq/nqS0y1hw67+XYytgGH7sv+nWayDAhe2/5x1GDvaG7r/gV4orYIHvvwAAAAAAAPh/ouqXbq985j+sIUN8ecflPzKVgBGHCOU/cN0jeDJA5D+YkgD61W7jP+FM6uDLlOI/hqS0dm6y4T/CMTMFGMjgP4gZc6xFrN8/k5s2Z9K53T8SGljOirnbP3fFfnUjrNk/K85R8FCS1z+mZHjSx2zVP1C5ma88PNM/nvxcG2QB0T/vvdJS5XnNP6UhzNo538g/PIX09S40xD8ckzSXW/S+PwCfFwY/ZbU/pt9dDrV7pz9IO7pIAwiAP2xiShb0OZ+/de4xdsutsb9e+CmaGJq7v0n6bhFJyMK/tZDY4DLHx7+OXgOUYMjMv3qB0IE05dC/go4xhPFl07/4pX29suXVv2OXDZrDY9i/WzI6hm/f2r9rRlzuAVjdvyOjzD7GzN+/DQzy8YMe4b9uuv0kCVTiv37EtW6YhuO/ApJGhde15L/HitwebOHlv5QWpPH7COe/MJ3Jsyws6L9hhnkbpErpv/Q54N4HZOq/sB8qtP13679cn4NRK4bsv8EgGW02ju2/pwsXvcSP7r/Xx6n3e4rvvwAAAAAAAPh/zTt/Zp6g5j9hzKF/TerlPwcq05w9KuU/+QecUslg5D9uGYU1S47jP6ARF9ods+I/x6Pa1JvP4T8ig1i6H+TgP8jFMj4I4t8/kuxLL0ft3T8R4Q1xserbP7wJiiz82tk/Bc3Rity+1z9hkfa0B5fVPz69CdQyZNM/ErccERMn0T+WyoEqu8DNP71cDxOPIck/gPEELgxyxD+JqwqbOWe/P92sZodWz7U/igHHioc+qD+QCDbKr86CP+Thp+J4+J2/ERIpLMRlsb/o8fA8R1q7vxT/XWNprMK/kE6iEkmvx797miJaWLTMv/gK3nMW3dC/AvqlNK5f07/ws1dGPuHVv0rS4X8RYdi/oO4yuHLe2r98ojnGrFjdv2uH5IAKz9+/fxuRX2sg4b9hpfArrlbivyIuCBHzieO/hgJPet+55L9ZbzzTGOblv13BR4dEDue/WkXoAQgy6L8YSJWuCFHpv1sWxvjrauq/7fzxS1d/67+RSJAT8I3svxFGGLtblu2/MkIBrj+Y7r+7icJXQZPvvwAAAAAAAPh/xcTDp1TE5j+Js36W6gzmPwoSgiC/S+U/U1McJC2B5D9p6pt/j63jP1hKTxFB0eI/J+aEt5zs4T/jMItQ/f/gP5CdsLq9C+A/bz6HqHEg3j/JUSX3khvcP0Fb2B2VCdo/5EA92S3r1z/K6PDlEsHVPwE5kAD6i9M/mxe45ZhM0T9Q1QqkSgfOP3owKgSqY8k/1gwIZbuvxD8Nbbx/1Nm/P2jzzBtEObY/+olqITkBqT/Q0EeHppWFPxhUkcRwtpy/FBD/gn8dsb/InjMyHhq7v2U0J6ZQkMK/+upt7xiXx7/2JrR7/J/MvxoO4OjH1NC/Rv8rvDNZ07/2ACH7i9zVvw8tIukaXti/hJ2SySrd2r9AbNXfBVndvy6zTW/20N+/I0avXSMi4b+4iLWDIFniv00ua8sXjeO/2MOBVq695L9T1qpGierlv7Pyl71NE+e/8KX63KA36L8AfYTGJ1fpv9kE55uHceq/dsrTfmWG67/LWvyQZpXsv9BCEvQvnu2/ew/HyWag7r/ETcwzsJvvvwAAAAAAAPh/JFnj2NHn5j+4sRhqUC/mP7HWk0gLbeU/h+N4m12h5D+r8+uJoszjP5QiETs17+I/tIsM1nAJ4j+DSgKCsBvhP3F6FmZPJuA/623aUlFT3j8KN1XmLkzcPyaH5dTtN9o/KpXTbEQX2D8BmGf86OrVP47G6dGRs9M/wVeiO/Vx0T/4BLMPk03OP1z7rgmKpck/eADJATztxD8hgpGUFSbAP1rcMb0Go7Y/pMm+8cfDqT8Iy2Oq4FyIP9gpmNHec5u/+koXK/7UsL+GbKYVntm6v7dJeR3/c8K/EnLtsKJ+x798QZ8oTYvMvxEl//NIzNC/Fg89KYJS07/sJ8Hlm9fVv6Q4Q9vfWti/Vwp7u5fb2r8ZZiA4DVndvwEV6wKK0t+/FnDJ5qsj4b9WyOckYFviv8x3rJQGkOO/AmPzDkTB5L+Ibphsve7lv+Z+d4YXGOe/qHhsNfc86L9aQFNSAV3pv4W6B7bad+q/ustlOSiN679/WEm1jpzsv2JFjgKzpe2/7nYQ+jmo7r+u0at0yKPvvwAAAAAAAPh/atLqoBUL5z8JITmkflHmPy6xlMEhjuU/onUGaFrB5D8lYZcGhOvjP4JmUAz6DOM/eXg66Bcm4j/ViV4JOTfhP1iNxd64QOA/k+vwruWF3j/dawDFhHzcPxmBy90FZto/0hBk1x9D2D+XANyPiRTWP+81ReX52tM/aZaxtSeX0T8PD2a+k5POP77dtn8u58k/8WN5a40qxT+4bNE9Hl/AP2SGxWWdDLc/wMlEGzKGqj8gWQhcVySLPxjDWyHGMJq/mvid1UCMsL8qdgyEx5i6v6NprQ11V8K/6bygkeZlx7/NabyRSnbMv5tS7qiZw9C/BNLuiplL07+fzc0QbtLVv9hfeVxgV9i/KqPfj7nZ2r8Gsu7Mwljdv92mlDXF09+/Fs7f9QQl4b8y1q4IbV3iv/54LmS/kuO/ssNVmaDE5L+Kwxs5tfLlv8CFd9ShHOe/jxdg/ApC6L8whsxBlWLpv93eszXlfeq/1C4NaZ+T679Ng89saKPsv4Lp8dHkrO2/rG5rKbmv7r8JIDMEiqvvvwAAAAAAAPh/6+52px8u5z8wszTvdHPmP5BblzgCr+U/0ymbOSPh5D+xXzyoMwrkP/c+dzqPKuM/YwlIppFC4j+7AKuhllLhP8FmnOL5WuA/bfowPi643j/ECzcalKzcPwmFQ8Xck9o/w+lOq79u2D97vVE49D3WP7ODRNgxAtQ/+L8f9y+80T+M67cBTNnOP1ZR48KWKMo/WbiyCa9nxT+dJxeuA5jAP21MAxAHdrc/pOyMvXVIqz/w2M7CA+yNP/Dcgc0p7Zi/jHKGNEhDsL+4CDYbm1e6v86VxruyOsK/n+bUzORMx7+579To9GDMvwfV6hu6utC/Rgfz8HlE078ci4qHAs3Vv/vcuHOcU9i/YnmFSZDX2r/E3PecJljdv5yDFwKo1N+/NPV1hi4m4b/RRr4oR1/iv+B06DFCleO/nT3468PH5L9IX/GgcPblvxuY15rsIOe/VKauI9xG6L8wSHqF42fpv+k7Pgqng+q/wj/++8qZ67/zEb6k86nsv7lwgU7Fs+2/UhpMQ+S27r/7zCHN9LLvvwAAAAAAAPh/Xy+1lO9Q5z85SOz1MpXmP6bgNVusz+U/WkyPwLcA5T8D3/UhsSjkP1nsZnv0R+M/DcjfyN1e4j/WxV0GyW3hP2U53i8SdeA/2Oy8girq3j9AobdtXNzcP2w3pxhywdo/vFaGeyOa2D+fpk+OKGfWP3bO/Ug5KdQ/q3WLow3h0T8+h+Yrux7PP3u/XzDCaco/3uJ3RKCkxT8vQCRYxdDAP4BMtLZC37c/XI87+JAKrD90Pr6B71mQP8j4rvEMqZe/NAgT9Sn0r796JP95GRa6v9gAcW24HcK/Hb+jnp0zx783fqJgTEvMv6v3u2GqsdC/1GGXayM907841uhVWcfVv2mttSiUT9i/BEAD7BvV2r+e5tanOFfdv9D5NWQy1d+/HOmSlCgn4b835FV/7mDiv4WaZvaOl+O/ULjH/a3K5L/q6XuZ7/nlv5vbhc33JOe/sjnonWpL6L96sKUO7Gzpv0DswCMgieq/Upk84aqf67/7YxtLMLDsv4j4X2VUuu2/RQMNNLu97r+BMCW7CLrvvwAAAAAAAPh/+LJkEYVz5z/Ww81juLbmP29qktcf8OU/IR2+rRcg5T9IUlwn/EbkP0GAeIUpZeM/bB0eCfx64j8poFjzz4jhP89+M4UBj+A/fV90/9kb3z+uUvBH3QvdP+fD8WXF7to/5p+P20rF2D9q0+AqJpDWPytL/NUPUNQ/4/P4XsAF0j+WdNuP4GPPP0QW4yWwqso/R6Y2hGDhxT8U/gOvYgnBP0Hu8VRPSLg/kqsN64HMrD/glokg8b2RP3S8fqtyZJa/fGtHtk9hr784+01AQ9S5v0xmAWmGAMK/gzvzQxEax7/Go84sUTXMv87iso9qqNC/xGPFC5Y1078S6IeIcsHVv/aC44NHS9i/ukfBe1zS2r+eSQru+FXdv+Sbp1hk1d+/7ijBHPMn4b9gv0EHY2Liv+wayqqlmeO/NMVOxl7N5L/cR8QYMv3lv4YsH2HDKOe/0/xTXrZP6L9mQlfPrnHpv+CGHXNQjuq/5lObCD+l678ZM8VOHrbsvxuuj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HqKlPtB0z+K3ZHHmqfSPyqOSCDqGtI/EI/LVSuc0T9P4zcfoCvRP/2NqjOKydA/LJJASit20D/z8hYaxTHQP8tmlbQy+c8/MK3xg9Otzz9Cv3wQ8IHPPyWjcMgLds8/Bl8HGqqKzz8N+XpzTsDPP7G7giG+C9A/GnBwe1tI0D/TnKP+QJbQP/FEOWKw9dA/i2tOXetm0T+zEwCnM+rRPwAAAAAAAPh/JPZXOgy17D+vM7+zf9XrPyI9vW3h+Oo/cUMgwFIf6j+Qd7YC9UjpP3kKTo3pdeg/HS21t1Gm5z92ELrZTtrmP3nlKksCEuY/G93VY41N5T9RKIl7EY3kPxT4Euqv0OM/WH1BB4oY4z8V6eIqwWTiPz5sxax2teE/yze35MsK4T+xfIYq4mTgP8vXAqy1h98/vWzsfa5P3j8pGmZ68SHdP/ZBDFHB/ts/EkZ7sWDm2j9piE9LEtnZP+VqJc4Y19g/c0+Z6bbg1z8AmEdNL/bWP3imzKjEF9Y/xNzEq7lF1T/UnMwFUYDUP5BIgGbNx9M/50F8fXEc0z/C6lz6f37SPxClvow77tE/vNI95OZr0T+x1XawxPfQP9wPBqEXktA/KOOHZSI70D8CYzFbT+bPP6i5qVHUdM8/GY6xDVkizz8spIHuYu/OP7m/UlN33M4/mKRdmxvqzj+gFtsl1RjPP6zZA1Ipac8/kLEQf53bzz8UMR2GWzjQP6TXXKx9lNA/Za7j4XcC0T9DF07WjILRPwAAAAAAAPh/xTuFY0rL7D+uBhNUB+vrP5LaZmWiDes/Jek/az0z6j8YZF05+lvpPx59fqP6h+g/6mVifWC35z8yUMiaTermP6Jtb8/jIOY/8e8W70Rb5T/QCH7NkpnkP/PpYz7v2+M/DMWHFXwi4z/Qy6gmW23iP+4vhkWuvOE/HSPfRZcQ4T8L13L7N2ngP9v6AHRkjd8/7I+Oqk9S3j+w0AxCdSHdP4sg+uEY+9s/5uLUMX7f2j8lexvZ6M7ZP6tMTH+cydg/37rly9zP1z8lKWZm7eHWP+b6S/YRANY/hJMVI44q1T9lVkGUpWHUP++mTfGbpdM/iei44bT20j+VfgENNFXSP3vMpRpdwdE/oDUksnM70T9pHft6u8PQPzznqBx4WtA/++xXfdr/zz8nXQURvWjPP8blVkMf8M4/pk1JY4iWzj+PW9m/f1zOP0rWA6iMQs4/p4TFajZJzj9sLRtXBHHOP2aXAbx9us4/YYl16Ckmzz8mynMrkLTPP0GQ/OkbM9A/nymBGNSd0D+SFMZItBrRPwAAAAAAAPh/1R9GYUDh7D/mgp36SADsPzrv1IwfIus/7JRMZ+ZG6j8YpGTZv27pP9xMfTLOmeg/U7/2wTPI5z+dKzHXEvrmP9PBjMGNL+Y/FbJp0MZo5T98LChT4KXkPydhKJn85uM/NIDK8T0s4z+/uW6sxnXiP+Q9dRi5w+E/wjw+hTcW4T9w5ilCZG3gPyHWMD3Dkt8/e/XT06NU3j8qi/3mriDdP2b3bRUp99s/a5rl/VbY2j9y1CQ/fcTZP7AF7Hfgu9g/Y477RsW+1z/DzhNLcM3WPwon9SIm6NU/c/dfbSsP1T80oBTJxELUP4mB09Q2g9M/q/tcL8bQ0j/SbnF3tyvSPzo70UtPlNE/HME8S9IK0T+wYHQUhY/QPzF6OEasItA/sNuS/hiJzz+8N8+81OrOP/vIpgQVa84/30+aE2MKzj/bjConSMnNP2JA2HxNqM0/6CokUvynzT/eDI/k3cjNP7mmmXF7C84/7LjENl5wzj/pA5FxD/jOPyRIf18Yo88/CCMIHwE50D8PX2Ilq7LQPwAAAAAAAPh/2KiP/O327D9HcxpyRBXsP9v6t7BYNus/4RgYg01a6j+fpuqzRYHpP2J93w1kq+g/dXamW8vY5z8pa+9nngnnP8A0av3/PeY/i6zG5hJ25T/Tq7Tu+bHkP+UL5N/X8eM/DKYEhc814z+VU8aoA37iP8bt2BWXyuE/703slqwb4T9ZTbD2ZnHgP5+Kqf/Rl98/PB4T+qpW3j8gCP1xnh/dP+L6xvzx8ts/GKnQL+vQ2j9axXmgz7nZPzwCIuTkrdg/VhIpkHCt1z88qO45uLjWP4l20nYB0NU/0S803JHz1D+qhnP/riPUP6wt8HWeYNM/bNcJ1aWq0j+BNiCyCgLSP4L9kqISZ9E/Bt/BOwPa0D+ijQwTIlvQP953pXtp1c8/AjnoogESzz/gw6DGl2zOP6R9jhG35c0/fMtwrup9zT+TEgfIvTXNPxi4EIm7Dc0/NyFNHG8GzT8es3usYyDNP/jSW2QkXM0/9+Wsbjy6zT9DUS72NjvOPwt6nyWf384/fcW/JwCozz9iTKeTckrQPwAAAAAAAPh/H0oM/1IM7T+qjPWF+SnsP4/6ap5NSus/5G4ZjnJt6j+6xK2ai5PpPyfX1Am8vOg/PYE7ISfp5z8Wno4m8BjnP70Ie186TOY/S5ytESmD5T/SM9OC373kP2mqmPiA/OM/ItuquDA/4z8UobYIEobiP07XaC5I0eE/6Vhub/Yg4T/1AHQRQHXgPw5VTbSQnN8/Z2FmHmVY3j8f3YzsQx7dP1l+Gqpz7ts/RPto4jrJ2j8ECtIg4K7ZP8Fgr/Cpn9g/o7Va3d6b1z/Svi1yxaPWP3gygjqkt9U/u8axwcHX1D/EMRaTZATUP7kpCTrTPdM/xmTkQVSE0j8PmQE2LtjRP718uqGnOdE/+sVoEAep0D/tKmYNkybQP3zDGEgkZc8/KkFqv5Wazj8yO3SXB+7NP+Yd6uYGYM0/mFV/xCDxzD+WTudG4qHMPy511YTYcsw/tDX9lJBkzD91/BGOl3fMP8M1x4Z6rMw/7k3QlcYDzT9HseDRCH7NPxvMq1HOG84/vArlK6Tdzj962T93F8TPPwAAAAAAAPh//mscM28h7T+Y8UoCaD7sP5Xn8yP+Xes/BzJtWFWA6j/6tAxgkaXpP3tUKPvVzeg/nPQV6kb55z9veSvtByjnP/3GvsQ8WuY/V8ElMQmQ5T+NTLbykMnkP6xMxsn3BuQ/yKWrdmFI4z/tO7y58Y3iPyjzTVPM1+E/jK+2AxUm4T8jVUyL73jgPwGQyVT/oN8/YtirQtJZ3j+KS+tgnxzdP5SxMzCu6ds/o9IwMUbB2j/Tdo7krqPZP0Bm+Movkdg/CGkaZRCK1z9LR6AzmI7WPyfJNbcOn9U/uraGcLu71D8h2D7g5eTTP3n1CYfVGtM/5NaT5dFd0j98RIh8Iq7RP2EGk8wODNE/seRfVt530D8VTzU1sePPPxcu3jOK9M4/ofYRqtYizj/yOCiZJW/NP0WFeAIG2sw/12ta5wZkzD/kfCVJtw3MP6ZIMSmm18s/XV/ViGLCyz9BUWlpe87LP5KuRMx//Ms/ige/sv5MzD9k7C8eh8DMP1/t7g+oV80/tppTifASzj+khLWL7/LOPwAAAAAAAPh/LvLWY0I27T9StOezj1LsP3o0BBBqces/QxbWsvWS6j9A/QbXVrfpPw6NQLex3ug/SWksjioJ6D+NNXSW5TbnP2+VwQoHaOY/iyy+JbOc5T96nhMiDtXkP9mOazo8EeQ/QqFvqWFR4z9QecmpopXiP5q6InYj3uE/vAglSQgr4T9PB3pddXzgP96zltsdpd8/aEiFafJa3j90ExPasBrdPzZck6Kh5Ns/4mlZOA252j+vg7gQPJjZP8vwA6F2gtg/cPiOXgV41z/Q4ay+MHnWPyD0sDZBhtU/lHbuO3+f1D9hsLhDM8XTP7roYsOl99I/1mZAMB830j/ncaT/54PRPyJR4qZI3tA/vEtNm4lG0D/SUXGk5nnPP75f74Gcg84/nk+7ucWqzT/gr3s28+/MP+oO1+K1U8w/KPtzqZ7Wyz8CA/l0PnnLP920DDAmPMs/JZ9VxeYfyz9EUHofESXLP6BWISk2TMs/o0DxzOaVyz+3nJD1swLMP0L5pY0uk8w/sOTXf+dHzT9o7cy2byHOPw==\",\"dtype\":\"float64\",\"shape\":[815]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[6986]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2396]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1682]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1376]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1274]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1121]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[917]},{\"__ndarray__\":\"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"\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
" embed_document(root);\n",
" } else {\n",
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" var timer = setInterval(function(root) {\n",
" if (root.Bokeh !== undefined) {\n",
" clearInterval(timer);\n",
" embed_document(root);\n",
" } else {\n",
" attempts++;\n",
" if (attempts > 100) {\n",
" clearInterval(timer);\n",
" console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
" }\n",
" }\n",
" }, 10, root)\n",
" }\n",
"})(window);</script>"
],
"text/plain": [
":Chord [source,target] (value)"
]
},
"execution_count": 24,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "2103"
}
},
"output_type": "execute_result"
}
],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"chord_ge = hv.Chord((links_ge, nodes_ge))\n",
"chord_ge.opts(\n",
" opts.Chord(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], finalize_hooks=[rotate_label2]))"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"options = dict(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], bgcolor='rgba(0,0,0,0)', border=0, finalize_hooks=[rotate_label2])\n",
"chord_ge = hv.Chord((links_ge, nodes_ge)).options(**options)\n",
"hv.renderer('bokeh').save(chord_ge, 'docs/_includes/chord_ge')"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"tot_uk = links_uk.groupby(\"source\").sum().reset_index().rename(columns={\"source\":\"name\"})\n",
"tot_uk = tot_uk.append(links_uk[[\"target\", \"value\"]].rename(columns={\"target\":\"name\"}))\n",
"tot_uk.replace({\"United Republic of Tanzania\":'Tanzania'}, inplace=True)\n",
"tot_uk.replace({\"Central African Republic\":'Centr. Afr. Rep.'}, inplace=True)\n",
"links_uk[[\"source\"]] = enc_eu.transform(links_uk[[\"source\"]])\n",
"links_uk[[\"target\"]] = enc_af.transform(links_uk[[\"target\"]]) + 10"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>index</th>\n",
" <th>name</th>\n",
" <th>group</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>4</td>\n",
" <td>United Kingdom</td>\n",
" <td>Europe</td>\n",
" <td>101507.471800</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>10</td>\n",
" <td>Angola</td>\n",
" <td>Africa</td>\n",
" <td>1616.749298</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>11</td>\n",
" <td>Botswana</td>\n",
" <td>Africa</td>\n",
" <td>312.960106</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>12</td>\n",
" <td>Centr. Afr. Rep.</td>\n",
" <td>Africa</td>\n",
" <td>1138.393266</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>13</td>\n",
" <td>Chad</td>\n",
" <td>Africa</td>\n",
" <td>4461.863870</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" index name group value\n",
"0 4 United Kingdom Europe 101507.471800\n",
"1 10 Angola Africa 1616.749298\n",
"2 11 Botswana Africa 312.960106\n",
"3 12 Centr. Afr. Rep. Africa 1138.393266\n",
"4 13 Chad Africa 4461.863870"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nodes_uk_pd = nodes.data.copy()\n",
"nodes_uk_pd = nodes_uk_pd[~(nodes_uk_pd.name.isin([\"France\", \"Italy\", \"Germany\", \"Spain\"]))]\n",
"nodes_uk_pd.drop(columns=\"value\", inplace=True)\n",
"nodes_uk_pd = nodes_uk_pd.merge(tot_uk, on=\"name\")\n",
"nodes_uk = hv.Dataset(nodes_uk_pd, \"index\")\n",
"nodes_uk.data.head()"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.holoviews_exec.v0+json": "",
"text/html": [
"<div id='2469' style='display: table; margin: 0 auto;'>\n",
"\n",
"\n",
"\n",
"\n",
"\n",
" <div class=\"bk-root\" id=\"350c834b-f294-4f57-be0f-c46d3adcd755\" data-root-id=\"2469\"></div>\n",
"</div>\n",
"<script type=\"application/javascript\">(function(root) {\n",
" function embed_document(root) {\n",
" \n",
" var docs_json = 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\",\"dtype\":\"float64\",\"shape\":[2396]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1121]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2957]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2396]},{\"__ndarray__\":\"7WYqT7/l7z/IMB1r3ubuP6ahr4dz3u0/XexF7+fM7D+4Q0TspLLrP5LaDskTkOo/vuMJ0J1l6T8QkplLrDPoP1kYIoao+uY/b6kHyvu65T8leK5hD3XkP0+3epdMKeM/wJnQtRzY4T9QUhQH6YHgP54nVKs1Tt4/JiLs1zaQ2z/V+bgoqMrYP10UgzJc/tU/Y9cSiiUs0z+NqDDE1lTQPwzbSeuE8so/5hdwZnY0xT//pclGTuK+PzOvcZd4VLM/WIjnR9gKnz/gVeGzd32OvyTBnV3Yvq6/6qjcQzfpur+P9kHx4jTDv0SL0dvm7si/PkcMOAKhzr+hrzDuxyTSv/gDoE9189S/ALuLq7a7178QbyttuXzav3y6tv+qNd2/pTdlzrjl379vQDciCEbhv0EYhWbvk+K/c/C36Sjc478ylmthSx7lv63WO4PtWea/C3/EBKaO5798XKGbC7zovyk8bv204em/QuvG3zj/6r/xNkf4LRTsv2LsivwqIO2/wdgtosYi7r89ycuelxvvvwAAAAAAAPh/ewegCqHp7z9itMfWn+ruP/rR0uwQ4u0/+GyTsV3Q7D8SktuJ77XrPwJOfdovk+o/e61KCIho6T86vRV4YTboP+6JsI4l/eY/VSDtsD295T8ijZ1DE3fkPw7dk6sPK+M/0RyiTZzZ4T8iWZqOIoPgP2w9naYXUN4/j/QhAYOR2z8Q8Wb2WcvYP2VMEFBv/tU/+h/C15Ur0z8/hSBXoFPQP0grny/D7so/JtXmxlgvxT/6dcAOTtW+PzsfpwinRLM/WC9IiB7Anj/g83LzJyqPv+hzk2Tn766//KDvUrkEu7/i1udcJUTDv0u9LGCu/8i/1VD+H1Kzzr9cL4qEtS7SvwNaE8Qp/tS/9o72BDPH17/CtI99/ojav/uxOmS5Qt2/NG1T75Dz37+A5poqWU3hv/fbHmalm+K/R4pjxUPk47+85Jbjyiblv5ze5lvRYua/M2uBye2X57/GfZTHtsXov58JTvHC6+m/CQLc4agJ679NWmw0/x7sv7EFLYRcK+2/gPdLbFcu7r8CI/eHhifvvwAAAAAAAPh/t7D8aTPt7z/JWghhFO7uP2kvDwRk5e0/hEhF0YvT7D/7v95G9bjrP7avD+MJluo/mTEMJDNr6T+RXwiI2jjoP31TOI1p/+Y/RifQsUm/5T/R9AN05HjkPwrWB1KjLOM/0eQPyu/a4T8TO1BaM4TgP13l+QGvUd4/IUuUeIuS2z8029cUz8vYP2nJLNNM/tU/jkn7r9cq0z9sj6unQlLQP6idS23B6so/GXeksgkqxT+1JWQwCMi+P9uwiS2tNLM/rHtpOTl1nj8QB0jcQ9aPv6Q+/3yWIK+/SK3oCO4fu7/FrZF0MlPDv21tx/YxEMm/AC5Fkk/Fzr/7Qx2ncjjSv9KJ65imCNW/vDQlonDS17/qEGLG/ZTav47qOQl7T92/8EYit4oA4L+J44z8fFThvyqxqNYqo+K/7JVBxyrs47/sdyNQEy/lv0M9GvN6a+a/CczxMfig579WCnaOIc/ov0TecoqN9em/8y20p9IT67913wVohynsv+fYM01CNu2/YQAK2Zk57r//O1SNJDPvvwAAAAAAAPh/94leZHbw7z/vrkcBPPHuP0ENIcVs6O0/Er50RnLW7D972swbtrvrP6N7s9uhmOo/q7qyHJ9t6T+4sFR1FzvoP+N2I3x0Aec/Viapxx/B5T8s2G/ugnrkP4ylAYcHLuM/lKfoJxfc4T9p965nG4XgP1Ncvbn7Ut4/9ckDPFCT2z/waUWDB8zYP41ulrz0/dU/EwoLFesp0z++bre5vVDQP6+dX69/5so/QLkQOIkkxT94KVXPfLq+PzgpqzCLJLM/UOvQISkqnj9oYvvT5ECQvwCQuiblUK+/bEpWHtU6u79hi8wQCmLDv/xxanRxIMm/dnTcX/rWzr8wF308/0HSv5CdzbLrEtW/HpvLZW/d17+R3WIot6Dav6Uyf83vW92/EDQGFCMH4L/cJXuFc1vhv5ZVlKR/quK/GqrH2t3z479KCouRJDflvwRdVDLqc+a/JImZJsWp57+JddDXS9jovxEJb68U/+m/nirrFrYd678Mwbp3xjPsvzqzUzvcQO2/BOgry41E7r9LRrmQcT7vvwAAAAAAAPh/ZCqp8Wnz7z8uf62vFvTuPxiVfSgr6+0/8zftCRHZ7D+QM9ABMr7rP8JT+r33muo/WWQ/7Mtv6T8uMXM6GD3oPweGaVZGA+c/wC727b/C5T8l9+yu7nvkPwyrIUc8L+M/QxZoZBLd4T+iBJS02oXgP+mD8sr9U94/IjTXSdGT2z+LsX1BA8zYP8uTjQ1n/dU/hnKuCdAo0z9k5YeREU/QPwQIgwH+4co/EswFZtcexT95jM4PrKy+P3dL7TxBFLM/CM8YCO/enT9gcCHJW5aQv/wKwOLSgK+/8GmiTG5Vu79vlbgKrHDDv9r0lq5sMMm/6SOdWlLozr+0+b0rW0vSv/8Z8vb4HNW/N1tDMy/o17+0JQqFKqzav9DhnpAXaN2/9/ssfZEN4L806EmzPGLhv81p0ryjseK/7rTy61z747/H/daS/j7lv4Z4qwMffOa/W1mckFSy579w1NWLNeHov/MdhEdYCOq/F2rTFVMn678H7e9IvD3sv/DaBTMqS+2/AmhBJjNP7r9ryM50bUnvvwAAAAAAAPh/J62FCg727z+78CBlpPbuP5DZUief7e0/s10sFWjb7D8oc77yaMDrP/8PGoQLneo/QCpQjblx6T/7t3HS3D7oPzWvjxffBOc/+gW7ICrE5T9WsgSyJ33kP1KqfY9BMOM//eM2feHd4T9gVUE/cYbgPwjpWzO1VN4/7G4boQ6U2z97KONPwsvYP9AB1cej/NU/AOcSkYYn0z8fxL4zPk3QP4wK9W883co/Dy3QS/QYxT/5j6UWlp6+P9tmgX3PA7M/1DzusouTnT+YGpHsheuQv6zULDNfsK+/nCsTTrlvu78MbQk8GH/Dv7nihnsjQMm/nx4+VVf5zr9VpHVchlTSv05EJUvOJtW/KQOM7q/y17/O9Ie+V7favyQt9zLyc92/D+Db4dUT4L/R4FN02Gjhv86i0gyXuOK/+C9H56cC5L9IkqA/oUblv7LTzVEZhOa/K/69Waa657+oG2CT3unovxs2ozpYEeq/gFd2i6kw67/JicjBaEfsv+nWiBksVe2/2EimzolZ7r+K6Q8dGFTvvwAAAAAAAPh/o8NiqGL47z9OkUgb5fjuP03nh7vI7+0/JyRiYnfd7D9jphjpWsLrP5LM7Cjdnuo/OPUf+2dz6T/lfvM4ZUDoPx7IqLs+Buc/cC+BXF7F5T9lE770LX7kP4bSoF0XMeM/X8tqcITe4T99XF0G34bgP8jIc/EhVd4/R4ODQQiU2z+CpWyvRMvYP5bsse2q+9U/kxXWrg4m0z+P3VulQ0vQPz4DjAc72Mo/rn0u+d8SxT8+SUkJO5C+P1Tk5x0287I/AAQP6f9HnT+gsWBeYkCRvwjfQZuJ36+/IJTL3bWJu7/vkgZ/To3DvzNYLbKVT8m/rZ9UIwkKz7+kd7u2gF3Sv2Rmx5VrMNW/B19LfPH81790pMS3PsLav5Z5sJV/f92/sBDGMfAZ4L9cb2q3Rm/hv0X6g4JZv+K/31LRub4J5L+kGhGEDE7lvwbzAQjZi+a/fH1ibLrC5798W/HXRvLov3oubXEUGuq/8JeUX7k5679OOSbJy1Dsvw604NThXu2/pKmCqZFj7r+Gu8ptcV7vvwAAAAAAAPh/08V0xWf67z/1ZorM2PruPxbUvN+n8e0/9dtw7D7f7D9ETQvgB8TrP8P28KdsoOo/KKeGMdd06T8vLTFqsUHoP49XVT9lB+c/AvVXnlzG5T9D1J10AX/kPwvEi6+9MeM/E5OGPPve4T8XEPMIJIfgP5sTbAREVd4/551oK76T2z97XKVhisrYP9Ls64F8+tU/XOwFZ2gk0z+O+LzrIUnQP7ZdtdX50so/bFlRfpoMxT9SPsINm4G+P5LT70l14rI/xKFHcUz8nD8gNcQ/8JSRv76Xss8oB7C/PEHMt2Oju7/1yYuuTpvDv/0MNyrDXsm/ya5UmWcaz79CuigjSmbSv5sRzb3QOdW/BMDNwfMG2L8DKGFU38zavyasvZq/it2/f9cMXeAf4L+KydVrh3Xhv3zdVAzrxeK/mEQlUaEQ5L8qMOJMQFXlv3PRJhJek+a/vlmOs5DK579M+rNDbvrov2jkMtWMIuq/VkmmeoJC679fWqlG5Vnsv8dI10tLaO2/1UXLnEpt7r/QgiBMeWjvvwAAAAAAAPh/q8C1XB387z/t/Qt0f/zuPzjMSo888+0/Oz7trr7g7D+dZm7Tb8XrPxRYSf25oeo/SCX5LAd26T/s4PhiwULoP6edw59SCOc/LW7U4yTH5T8nZaYvon/kP0iVtIM0MuM/OBF64EXf4T+s63FGQIfgP5VuLmwbVd4/jw3KXzCT2z+W2axok8nYPwr4zIcY+dU/SY4gvpMi0z+uwZ0M2UbQPytvdeh4zco/ryrb6yMGxT9VAbJKtnK+P493ti2N0bI/FDZxEnKwnD9InQ+zLumRv4qRkWJbHrC/whv0mMK8u79AeAmmGKnDvy29Cryrbcm/6JGRjHIqz7/m1diK4m7Svwpgv6r9QtW/B0IGpbYQ2L9+Vrd4OdfavxV43CSyld2/usA/VKYl4L+dJlWBmnvhvwhbM5lLzOK/S0tfm08X5L+65F2HPFzlv6YUtFyomua/ZMjmGinS579C7XrBVALpv5Nw9U/BKuq/rD/bxQRL67/dR7EitWLsv3p2/GVoce2/0rhBj7R27r86/AWeL3LvvwAAAAAAAPh/m4LlaYP97z/NdLIN2f3uPw4eRMaG9O0/jHcepvbh7D9nesW/ksbrP80fvSXFouo/5WCJ6vd26T/ZNq4glUPoP82ar9oGCec/6oURK7fH5T9c8VckEIDkP0nWBtl7MuM/2C2iW2Tf4T828a2+M4fgPxAzXCmoVN4/7T9N4F6S2z9R+zbHX8jYP49XIQN/99U/+kYUuZAg0z/fuxcOaUTQPyNRZ064x8o/wf7fUnz/xD+EylLnjGO+P3HSpvV9wLI/THpvk3FknD8IH7nbHD2Sv1LXl0lcNbC/6AYBP9LVu7+cBoVBrLbDv3+QyUBPfMm/dzw+0yk6z7/5kmnXSXfSvyA0vETyS9W/Zg+PDDoa2L9zMtoJTeHav/iqlRdXoN2/VcNcCEIr4L+a6R7of4HhvyRPjRh70uK/yPojh8kd5L9g814hAWPlv8Q/utS3oea/y+axjoPZ579L78E8+gnpvx1gZsyxMuq/G0AbK0BT678allxGO2vsv/Jopgs5eu2/e790aM9/7r+NoENKlHvvvwAAAAAAAPh/IaaJ6Zn+7z+nhiKW5f7uP89DdIGG9e0/MjH+zubi7D9joj+icMfrP/7qtx6Oo+o/ll7mZ6l36T/IUEqhLEToPyYVY+6BCec/Sv+vchPI5T/IYrBRS4DkPzyT466TMuM/OuTIrVbf4T9dqd9x/obgP29sTj3qU94/zLw9r0mR2z/06ouA78bYPxueN/iv9dU/c30/XV8e0z8nMKL20UHQP8q6vBa4wco/vFjlxKP4xD8NEXcLH1S+P+owec5Hr7I/iLcuu0sYnD9IbVveuZCSv+7Ns0grTLC/UI2QaJLuu79YPpldCcTDv61/T5Ktism/O7xtRI1Jz7/fUvvyf3/Sv+N2dnSuVNW/AKOp330j2L8CMJbtGevav7x2PVeuqt2/AWjQarMw4L9TyuCQN4fhv7yOUHp52OK/omGgAw8k5L9y71AJjmnlv5Pk4meMqOa/be3W+5/g579ptq2hXhHpv+/r5zVeOuq/ajoGlTRb679BTombd3Psv93T8SW9gu2/p3fAEJuI7r8H5nU4p4TvvwAAAAAAAPh/bJrt2GD/7z9ok8AKpf/uP3TrX7479u0/p5g4J4/j7D8Tkbd4CcjrP8/KSeYUpOo/9Dtcoxt46T+a2lvjh0ToP9CctdnDCec/sXjWuTnI5T9SZCu3U4DkP8tVIQV8MuM/MUMl1xzf4T+cIqRgoIbgPz7UFarhUt4/qB+Nz/CP2z+bE4iYQsXYP0ic4Gur89U/2qVwsP8b0z9/HBLNEz/QP8TYPVF4u8o/YgPiU5rxxD9pIonfbES+Pw21MuXqnbI/8L2hUAHMmz+I9rfgBOSSv4rhaCTIYrC/qosg1QIHvL+dpXbXL9HDv8a3M4vGmMm/8aMTuJxYz7/qSDHIhIfSv4RUNiMyXdW/nwg/BoIs2L8KeXEKoPTav5i588i3tN2/Ee91bfo14L88/b9swYzhvzYR665G3uK/6jSKACAq5L9BcjAu42/lvybTcAQmr+a/gmHeT37n578+JwzdgRjpv0IujXjGQeq/fYD07uFi67/WJ9UManvsvzUuwp70iu2/hp1OcReR7r+yfw1RaI3vvwAAAAAAAPh/GKoiNtj/7z9WprBpFwDvP/X8RHum9u0/Y2Usre/j7D8Kl7NBXcjrP1tJJ3tZpOo/wzPUm0546T+2DQfmpkToP5qODJzMCec/4W0xACrI5T/8YsJUKYDkP1UlDNw0MuM/Xmxb2Lbe4T+G7/yLGYbgP27MenKOUd4/xw/TRFSO2z/sF5wTWcPYP7tTb2Nx8dU/GDLmuHEZ0z/bIZqYLjzQP8QjSQ75tMo/DuI9EmDqxD+zuIqMdjS+P53gJGdnjLI/jN2/GpN/mz8gHrkJ/TaTv6gg0KEyebC/pNgPRSMfvL/82eOMH97Dv577yAaapsm/bnMEB1hnz7/msTFCWI/Sv3Z32Tp9ZdW/kBvgaEY12L9SL6xH3/3av91DpFJzvt2/L3WXAhc74L/5WVltHZLhv98YS6fi4+K/cPofbvwv5L9CR4t/AHblv+RHQJmEtea/6UTyeB7u57/ghlTcYx/pv1xWGoHqSOq/8Pv2JEhq678swJ2FEoPsv6TrwWDfku2/5sYWdESZ7r+Gmk9915XvvwAAAAAAAPh/AAAAAAAA8D+uetaxPADvP5yeGrfG9u0/5NzqXwjk7D+WpmX8a8jrP89sqdxbpOo/oaDUUEJ46T8qswWpiUToP3sVWzWcCec/qjjzReTH5T/TjewqzH/kPwqGZTS+MeM/ZpJ8siTe4T8CJFD1aYXgP+FX/ZnwT94/lzZNE3SM2z9Ixsz2MsHYPy3puOQB79U/dIFOfbUW0z9HccpgIjnQP6o10146rso/mMDREvXixD98jxQ8PCS+P80e7YG9erI/pN+C4AEzmz/AcXSBoYmTv37VmIZqj7C/puqeefM2vL+Q6T1c2OrDvxsDHuEntMm/jv31Cr91z79RCqZM+pbSv/ZB06WPbdW/isPF8Mo92L/drECN1wbbv8AbB9vgx92/BhfuHAlA4L/HgMGES5fhvwxa31RN6eK/vjEpPaQ15L/IloDt5XvlvxAYxxWou+a/gkTeZYD0578Cq6eNBCbpv33aBD3KT+q/3WHXI2dx678K0ADycIrsv+yzYld9mu2/bJzeAyKh7r9zGFan9J3vvwAAAAAAAPh/GKoiNtj/7z9dftXiFADvP5Y3kXGc9u0/+NQ3P9nj7D+1VauoNcjrPwa5zQocpOo/H/6AwvZ36T87JKcsMEToP4oqIqYyCec/QxDUi2jH5T+h1J46PH/kP9N2ZA8YMeM/FPYGZ2bd4T+aUWiekYTgPzER1SQITt4/jzTfP1CK2z+0C7NH0L7YPw2VFPZc7NU/Dc/HBMsT0z8cuJAt7zXQP0idZlQ8p8o/JiLnaFnbxD9d91UYvhO+P1tNdGPtaLI/DADlaE7mmj/Y2yxx8duTv9gdCZlvpbC/EHvwNHNOvL9tqngkWvfDv8jY/fZvwcm/s8t/ntGDz783Q7vTap7SvwgGLU9pddW/5C/Rhw9G2L9cwuPDiA/bvwS/oEkA0d2/uhOir9BE4L+f/oSlS5zhv/ogl6mG7uK/lnv2Xhc75L89D8Fok4Hlv7rcFGqQwea/1eQPBqT6579ZKNDfYyzpvw+oc5plVuq/xGQY2T54678+X9w+hZHsv0uY3W7Ooe2/shA6DLCo7r8+yQ+6v6XvvwAAAAAAAPh/bJrt2GD/7z/50hD9n//uP7xwEqsn9u0/VrSJS2Lj7D9k3g1HusfrP4gvNgaao+o/YuiZ8Wt36T+USdBxmkPoP7iTcO+PCOc/dQcS07bG5T9n5UuFeX7kPzButW5CMOM/cOLl93vc4T/IgnSJkIPgP6sf8RfVS94/d5QS0OiH2z8u5XsMMbzYPxSTW56C6dU/ah/gVrIQ0z9tCzgHlTLQP8CwIwH/n8o/CA84KI3TxD9maBRM/AK+P2tF7jn3VrI/5OjeenmZmj/w0FQD7C2Uv9yA/p9Bu7C/zCYKOqJlvL96EB/FpAPEvyo18CVyzsm/8H4bnY+Rz7+u9SHEqaXSv/A7hiIKfdW/AhGMGBRO2L+e8wTV8hfbv4RiwobR2d2/Pu5Krm1J4L8gcKjCHaHhv0h24peO8+K/FMBhxVVA5L/pDI/iCIflvyIc04Y9x+a/Iq2WSYkA6L9Hf0LCgTLpv/BRP4i8XOq/gOT1Ms9+679U9s5ZT5jsv85GM5TSqO2/TZWLee6v7r8xoUChOK3vvwAAAAAAAPh/IaaJ6Zn+7z+0TKsB3v7uP4UzwWRo9e0/bnEJhqPi7D9HHcLY+cbrP+tNKdDVouo/Lxp936F26T/1mPt5yELoPw7h4hK0B+c/WAlxHc/F5T+oKOQMhH3kP91VelQ9L+M/zKdxZ2Xb4T9UNQi5ZoLgP48q+HhXSd4/Db0Wyj2F2z/IT+hLVbnYP3YQ6eRy5tU/0SyVe2sN0z+G0mj2Ey/QP45ewHeCmMo/l+HuZJDLxD8aE6sC9/G9P41j2TPbRLI/nK1l3YNMmj84epBjkH+Uv3iD7mLg0LC/rgzVTIB8vL+ngVMeuA/Ev0rYOUwu28m/zy4l4/iez7/0lA4Lt6zSvw23FAxyhNW/B9AojthV2L8pss6qFSDbv78vintU4t2/kI3vDOBN4L9Jo6jPwaXhvzJCshJl+OK/cFPOYl9F5L8swL5MRozlv4xxRV2vzOa/tlAkITAG6L/RRh0lXjjpvwI98vXOYuq/chxlIBiF679Izjcxz57sv6g7LLWJr+2/uk0EOd227r+k7YFJX7TvvwAAAAAAAPh/m4LlaYP97z+ab4fyzv3uPzeneaBe9O0/i4+S8Jzh7D+ljqhf9MXrP54KkmrPoeo/i2kljph16T+FETlHukHoP5looxKfBuc/4dQ6bbHE5T9zvNXTW3zkP2SFSsMILuM/yJVvuCLa4T+5UxswFIHgP4xKSE6PRt4/EuHANE+C2z8nN00NPbbYP/oYmtEt49U/t1JUe/YJ0z+EsCgEbCvQPyL9h8vGkMo/DBKmM2PDxD9LcAporuC9P2UP/n+ZMrI/cMhoV27/mT9Y27e+3dCUv8g656lL5rC/IGkeMg2TvL+VKNAQlBvEvx3h3Eik58m/zcXbTQ2sz78vnzmWkrPSvzjZpPigi9W/2sSC1Fxd2L/klSYw8Sfbvy6A4xGJ6t2/ylsGwCdS4L/xt3rAN6rhv3pueA0K/eK/TRkpKjRK5L9WUraZS5Hlv4GzSd/l0ea/t9YMfpgL6L/iVSn5+D3pv+vKyNOcaOq/w88UkRmL679Q/ja0BKXsv3zwWMDzte2/NECkOHy97r9ih0KgM7vvvwAAAAAAAPh/q8C1XB387z/aakfScvzuP0cs0WAK8+0/KhqzjU7g7D+1SU3eqcTrPybQ/9eGoOo/sMIqAFB06T+QNi7cb0DoP/RAavFQBec/G/c+xV3D5T85bgzdAHvkP4e7Mr6kLOM/O/QR7rPY4T+QLQrymH/gP2759p58Q94/3+2LFx1/2z/QYpNY6LLYP7iCzWyz39U/CHj6XlMG0z8sbdo5nSfQPyoZWxDMiMo/XAFoqQW7xD+xz7eoIs+9P9pCbk0yILI/5BfQrzmymT+o9NhC0yGVv9jcjz2D+7C/Zi+Yr0ipvL+JRed9OCfEvw0jmfvT88m/XFthu8y4z7/WzN9TPLrSv4fEmdWWktW/WGoe2KBk2L/Uk61QhS/bv40WhzRv8t2/DWR1vERW4L8GP4yJf67hv/cGKHx9AeO/qaboDtRO5L/oCG68GJblv3oYWP/g1ua/KcBGUsIQ6L+76tkvUkPpv/qCsRImbuq/snNtddOQ67+np63S76rsv6QJEqUQvO2/cYQ6Z8vD7r/WAseTtcHvvwAAAAAAAPh/08V0xWf67z84Ek2kyfruP+BVFqlr8e0/oJ6rYLje7D9H+udXGsPrP6p2phv8nuo/miHCOMhy6T/wCBY86T7oP3c6fbLJA+c/BsTSKNTB5T9ts/Erc3nkP4MWtUgRK+M/GPv3CxnX4T8Db5UC9X3gPyAA0XIfQN4/MXiYeqd72z/SYTc2V6/YP7LYY78D3NU/cvjTL4IC0z+93D2hpyPQP2hCr1qSgMo/AMOu23eyxD8a5czxU729P6UQhculDbI/GN15reZkmT/I4TkfcHKVv9xPKeeGELG/fKDZizK/vL/VfYNHpTLEv2p57ES9/8m/qYu7CjfFz7+sPsIytMDSv5CL7ZBTmdW/3JAphqRr2L/oMsD40Tbbvw5W+84G+t2/V2+S9zZa4L+PWMMfmbLhv9xYNVO/BeO/amINBT9T5L9qZ3CorZrlvwdag7Cg2+a/bSxrkK0V6L/K0Ey7aUjpv0o5TaRqc+q/HliRvkWW679uHz59kLDsv2uBeFPgwe2/QXBltMrJ7r8c3ikT5cfvvwAAAAAAAPh/o8NiqGL47z+j1bls0/juP7XhUH2C7+0/BCRvbdrc7D+22FvQRcHrP/07Xjkvneo/Aoq9OwFx6T/z/sBqJj3oP/jWr1kJAuc/PU7RmxTA5T/voGzEsnfkPzoLyWZOKeM/SsktFlLV4T9LF+JlKHzgP8tiWtJ3PN4/kqesZu532z86dUmviavYPyFEv9Ie2NU/nIyc94L+0j8Bx29Eix/QP1HXjr8ZeMo/1uVj4LmpxD+JVPdwQqu9P3Mq5in0+rE/dLs4F3YXmT9o81qEs8KVv0y3jnBWJbG/Mt9fjsrUvL+WKShQ2j3Ev+gYEwZgC8q/3czTG0zRz79sqiYi+sbSvwxgMRnXn9W//o57zGdy2L/mvnYV1z3bv2p3lM1PAd6/HiAjZ/5d4L+A0H54hLbhv68QlofPCeO/fqQhAXVX5L/FT9pRCp/lv1bWeOYk4Oa/Bvy1K1oa6L+ohEqOP03pvxE073pqeOq/GM5cXnCb67+OFkyl5rXsv0nRdbxix+2/HMKSEHrP7r/drFsOws3vvwAAAAAAAPh/J62FCg727z/4tm4wkPbuP/WtQeJO7e0/VSGjuLTa7D9JoDdMLL/rPwu6ozUgm+o/z/2LDftu6T/Q+pRsJzvoPz1AY+sPAOc/Tl2bIh++5T864eGqv3XkPzZb2xxcJ+M/eVosEV/T4T87bnkgM3rgP1pLzsaFON4/EiA05fFz2z8CeW3Nf6fYP5t0w7AE1NU/STF/wFX60j92zektSBvQPyDPmFRib8o/ADzgzcugxD/iPHhU7pi9P25mfZgd6LE/pLnRs+jJmD/wxfijnBKWv4r/NaTxObG/KIKOfxDqvL/Pn/F610jEvx7fByG8Fsq/HsJ3zwvdz78HhtcRDs3SvwLAjV0hptW/mnCVmep42L9eeaWUlETbv+G7dB1KCN6/3wxdAZth4L9DOpaJQbrhv+ZWwQ6uDeO/ktM5+HVb5L8SIVutLqPlvzGwgJVt5Oa/uPEFGMge6L9uVkac01HpvyBPnYklfeq/mkxmR1Og67+jv/w88rrsvwYZvNGXzO2/jsn/bNnU7r8EQiN2TNPvvwAAAAAAAPh/ZCqp8Wnz7z/PPQz1//PuP3OtYt3Q6u0/63GfR0fY7D/Ig7XQzbzrP6LblxXPmOo/D3I5s7Vs6T+tP41G7DjoPwY9hmzd/eY/umIXwvO75T9dqTPkmXPkP4YJzm86JeM/y3vZAUDR4T/F+Eg3FXjgPxLyHlpJNN4/Xuo/ALJv2z+Uy9qaOaPYP+aG1WO1z9U/gg0Wlfr10j+XUIJo3hbQP6CCADBsZso/tKHruq2XxD+ewSPLV4a9P3dEfkci1bE/7EL6ST98mD+AUw6xKmKWv55nME1YTrG/2CKwKAT/vL/qgJWrnFPEv+6fhHjRIcq/FoxZB3boz7+LMSTy79LSv0Shwk0yrNW/DCSi3Cx/2L+wyNxkCkvbvwWejKz1Dt6/cdnlvAxl4L8KC1pJ0L3hvzrrr95aEeO/ZIH030Ff5L/51DSwGqflv1/tfbJ66Oa//tHcSfci6L9Bil7ZJVbpv44dEMSbgeq/VJP+bO6k67/68jY3s7/sv+ZDxoV/0e2/hY25u+jZ7r8/1x08hNjvvwAAAAAAAPh/94leZHbw7z+PafLAIvHuPxba5nQI6O0/NEhuIJLV7D+FILtjKrrrP7LP/947luo/XMJuMjFq6T8sZTr+dDboP70kleJx++Y/u22xf5K55T/GrMF1QXHkP4JO+GTpIuM/lL+H7fTO4T+gbKKvznXgP5CE9ZbCL94/ZVqGwi5r2z/9M1wit57YP6bq2/Ywy9U/q1dqgHHx0j9KVGz/TRLQP6pzjWg3Xco/GsO8vl+OxD/4kmAEf3O9P6tyY2cCwrE/tClWoHoumD9gAtffXLGWvzoJKzeKYrG/fOr2U6UTvb+W/2LGKV7EvxhxAvCfLMq/KxcQporzz7+qH+Gzn9jSv3qbJ9oJstW/wqV2hS6F2L84ZWl1OFHbv5AAm2lSFd6/Rk/TkFNo4L/wspOuMMHhv6I+3O3VFOO/t4V6rthi5L+OGzxQzqrlv4KT7jJM7Oa/74Bftucm6L8wd1w6Nlrpv6IJsx7Nheq/pMsww0Gp67+OUKOHKcTsv78r2MsZ1u2/kvCc76fe7r9jMr9Sad3vvwAAAAAAAPh/t7D8aTPt7z+FoUCb+O3uP1gluq/15O0/mB7MSZXS7D+lb9kLQrfrP+X6RJhmk+o/u6JxkW1n6T+OScKZwTPoP73RmVPN+OY/rx1bYfu25T/FD2lltm7kP2aKJgJpIOM/9W/22X3M4T/aojuPX3PgP+IKsojxKt4/S/RiN2hm2z+nxk9v+JnYP8lGPnV3xtU/eDn0jbrs0j95Yzf+lg3QPy4TmxXEU8o/KuH48OGExD8SdScwZGC9P4VR7ii+rrE/nKt1fZvglz+ortBlMgCXvwhfby6HdrG/Jhx9zPMnvb/uJ0OwfmjEv4TzuWsnN8q/PmcXj0n+z7/Q/GdIHd7Sv4QQrPOnt9W/+imShO+K2L9khFS2Hlfbv/haLURgG96/e3SrdG9r4L/KtIWwYsThvwSMQjMfGOO/xRd/Wjpm5L+qddiDSa7lv0/D6wzi7+a/UB5WU5kq6L9IpLS0BF7pv9JypI65ieq/jqfCPk2t678XYKwiVcjsvwW6/pdm2u2/+dJW/Bbj7r+NyFGt++HvvwAAAAAAAPh/ewegCqHp7z8zo9WLgeruPx9ngZWY4e0/0aYny1DP7D/TtUzQFLTrP7fndEhPkOo/C5Ak12pk6T9gAuAf0jDoP0CSK8bv9eY/P5OLbS605T/pWIS5+GvkP882mk25HeM/f4BRzdrJ4T+JiS7cx3DgP/ZKazvWJd4/y0/Wal5h2z+oyKaN/ZTYP7Bc5eqIwdU//7KaydXn0j+0cs9wuQjQP+CFGE8SSso/mpWzaTR7xD+xxQJ/B029P553Jr1Vm7E/6HXTp6KSlz8Isb15qk6Xvw7J4/9OirG/lJxFXu87vb8jJblOm3LEv9iao9BnQcq/knBoU1kE0L/w1JehaOPSv2BT14sMvdW/yUQey2+Q2L8HAmQYvVzbv/3jnywfId6/yaFkYGBu4L/TvOtGZsfhv4zvYKY2G+O/ZuY/22Zp5L/TTQRCjLHlv0TSKTc88+a/KCAsFwwu6L/x44Y+kWHpvw7KtQlhjeq/9X401RCx678Ur379Nczsv9wGEN9l3u2/vjJk1jXn7r8s3/Y/O+bvvwAAAAAAAPh/7WYqT7/l7z/Cbk+bvebuP7dKmi7x3e0/W7ehrMTL7D81cfy4orDrP9c0Qff1jOo/zr4GCylh6T+ty+OXpi3oP/oXb0HZ8uY/RWA/qyux5T8fYet4CGnkPxTXCU7aGuM/sH4xzgvH4T+HFPmcB27gP0Oq7rtwIN4/H/qFaRFc2z+3keWJxo/YPy7qOmRlvNU/nnyzP8Pi0j8hwnxjtQPQP6xniC0iQMo/rpVuQVdxxD8MAQ4iaTm9P700WVXJh7E/qKvS5ZBElz/o36ZTxJyXv3QPDHnhnbG/Lnc81pdPvb9ZheKHf3zEv8TydwRhS8q/zshB6WIJ0L/dN9WxgejSv2zNyJQ3wtW/ZBDvSq+V2L+khxqNE2LbvxC6HRSPJt6/SpdlTCZx4L8GtvppO8rhv7J8Nz8cHuO/ui6FKF5s5L+YD02ClrTlv7hi+Kha9ua/j2vw+D8x6L+ObZ7O22Tpvyasa4bDkOq/zGrBfIy067/y7AgOzM/svwd2q5YX4u2/f0kScwTr7r/Mqqb/J+rvvwAAAAAAAPh/bwFDQY7h7z+MMQvTrOLuP/05G4T/2e0/PDcN9/DH7D/ARXvO66zrPweC/6xaieo/igg0Nahd6T/J9bIJPyroPzZmFs2J7+Y/U3b4IfOt5T+XQvOq5WXkP3znoArMF+M/gIGb4xDE4T8gLX3YHmvgP6ENwBfBGt4/Ila8QIFW2z+ubCNxU4rYP0aKKe4Mt9U/2ucC/YLd0j+9fMfFFf3PP5iNAMrzNco/MnQZkUpnxD/sRPVKiSW9P4kUGSMZdLE/iOy8/Wb2lj/gjd0sf+qXv1rjCWg+sbG/1GA3Au1ivb/8e3dCK4bEv3rir+0SVcq/+DgufEEO0L9EXApsaO3SvyIiOAEpx9W/oFGD9q2a2L/IsbcGImfbv6IJoeyvK96/H5CFMcFz4L9R3mAS4szhv+1SSPbPIOO/d9GhOiBv5L93PdM8aLflv296Qlo9+ea/6GtV8DQ06L9j9XFc5Gfpv2b6/fvgk+q/el5fLMC3678gBfxKF9Psv+DRObV75e2/Pah+yILu7r++azDiwe3vvwAAAAAAAPh/IktW6w3d7z/YLiU9T97uP8xG05/D1e0/IAjvs9XD7D/w5wYa8KjrP2JbqXJ9heo/lNdkXuhZ6T+r0cd9myboP8C+YHEB7OY/+xO+2YSq5T97Rm5XkGLkP2DL/4qOFOM/zBcBFerA4T/ioACWDWjgP4C3GV3HFN4/EXto/q1Q2z+0dgpRpITYP7CUHJZ/sdU/Rb+7DhXY0j9uwQn4c/LPP4rGKT6HK8o/ZmIRcg5dxD8W0/QraBG9P99gPVhFYLE/+FzAtSWolj8Qg/0/2jeYvxRenZtlxLG/wjf2sO51vb9gIstlno/EvwDuhHN9Xsq/GlW3//QS0L9GQafDHPLSvztRdcTgy9W/vJoEwWuf2L+BMzh46Gvbv0gx86iBMN6/61QMCTF24L9y2UU5Ws/hvxqxl8RRI+O/vmZzCq1x5L9BhUpqAbrlv4GXjkPk++a/XCix9eo26L+ywiPgqmrpv1/xV2K5luq/SD+/26u6679IN8urF9bsvz5k7TGS6O2/ClGXzbDx7r+MiDreCPHvvwAAAAAAAPh/89+VWD7Y7z+ypnjkpNnuP5QSSow90e0/nO597XK/7D/ABYilr6TrP/4i3FFegeo/VxHuj+lV6T/FmzH9uyLoP0aNGjdA6OY/1LAc2+Cm5T9v0auGCF/kPxW6O9chEeM/wDVAape94T9wDy3d02TgP0Ak7JqDDt4/nxEesZdK2z/rfNc3uX7YPyj8/2m9q9U/TiV/gnnS0j+sHHl4hefPP3uaP6TcIMo/9O8g/qJSxD8nktj3Bf28P4Kj4SZOTLE/vK/t081Zlj+Q8u7I1ISYv0h+JeNW17G/NIEjspyIvb+2tsvZ2JjEv4V18X2gZ8q/hujZZ30X0L+0zqGsnvbSv0zXaNJe0NW/VmxHnuij2L/X91XVZnDbv9LjrDwENd6/Kk2yzHV44L+xwkrYo9Hhv38HrKOhJeO/llBikQR05L/+0vkDYrzlv7bD/l1P/ua/wVf9AWI56L8kxIFSL23pv989GLJMmeq/+PlMg0+9679zLawozdjsv08NwgRb6+2/kc4aeo707r89pkLr/PPvvwAAAAAAAPh/xmf4lB/T7z/qup/UrdTuPyy0v1RtzO0/y3iirsi67D8ALpJ7KqDrPwj52FT9fOo/Hv/A06tR6T+FZZSRoB7oP3FRnSdG5OY/IeglLwej5T/VTnhBTlvkP8Wq3veFDeM/MSGj6xi64T9W1w+2cWHgP9jk3eD1B94/Zi8VaD5E2z/L2Fk0knjYP38rQHjGpdU//nFcZrDM0j+A7YViStzPP3wIEBf0Fco/4cl/TwhIxD9VjfvhYui8P24nZcEzOLE/GDA2HmALlj8AbOgEbtGYv7SjoA4S6rG/TORU1vaavb9u2QKH2qHEv7/ysPV7cMq/jhQGqdob0L/W83Ub7vrSv7XMkx+j1NW/t1TLgiSo2L9eQYgSnXTbvzJINpw3Od6/YI+gdo964L9GPYrpvtPhv40Ijo2/J+O/+sthySZ25L9QYrsDir7lv1SmUKN+AOe/ynLXDpo76L9xogWtcW/pvxAQkeSam+q/a5YvHKu/679GEJe6N9vsv2JYfSbW7e2/hEmYxhv37r9wvp0BnvbvvwAAAAAAAPh/u3g5rbHN7z9EUvMZas/uP9ebLAVTx+0/M+P2Ate17D8UtmOnYJvrPziihIZaeOo/XTVrNC9N6T9F/ShFSRroP6aHz0wT4OY/RmJw3/ee5T/eGh2RYVfkPy4/5/W6CeM/9FzgoW624T/xARop513gP713Sz8eAd4/9zAqM6I92z8MS/NVL3LYP3rhyc+an9U/vA/RyLnG0j+Z4lfSwtDPP1hD+7HNCso/pnjSgD49xD8Ic0cef9O8P7h5alr2I7E/YM1pWt28lT94yHAypR2Zv7YIre6W/LG/mKIL7/ysvb/iyJVWo6rEvyU0QMQPecq/DG4fuAwg0L/oxCUFC//SvyYDEKGt2NW/TQ27Yx+s2L/bxwMli3jbv1QXx7wbPd6/IvBwAX584L+Wg5hnq9Xhv0a4yHyrKeO/dADwrBN45L9kzvxjecDlv1iU3Q1yAue/kMSAFpM96L9P0dTpcXHpv9UsyPOjneq/aElJoL7B679ImUZbV93sv7aOrpAD8O2/9ZtvrFj57r9HM3ga7PjvvwAAAAAAAPh/e3fZrvTH7z+1+YrB2cnuP3l1Qaruwe0/3fvG9p2w7D/sneU0UpbrP71sZ/J1c+o/XHkWvXNI6T/i1LwithXoP1mQJLGn2+Y/1rwX9rKa5T9pa2B/QlPkPyWtyNrABeM/G5Malpiy4T9gLiA/NFrgP/4fR8f8+d0/HZLdIsM22z841ZeskGvYP3YLCoA6mdU//FbIuJXA0j/Ss83k7sTPP8ps85Bp/8k/HB0qrUUyxD8zEjThWr68P/Hp1iSWD7E/SCg1TkZulT9wE2GReWmZv0g6iVTlDrK/vg21zq6+vb9Sm0UyM7PEvziW3dNbgcq/oBl9ihMk0L8clzlf9QLTv2chkEx+3NW/YJbsNtmv2L/i07oCMXzbv8e3ZpSwQN6/+g8uaEF+4L8hdYNNadfhv0d6aWxlK+O/WQ4WN8t55L9JIL8fMMLlvwOfmpgpBOe/dnneE00/6L+RnsADMHPpv0D9dtpnn+q/doQ3CorD678eIzgFLN/svyjIrj3j8e2/gmLRJUX77r8a4dUv5/rvvwAAAAAAAPh/r3UdqOjB7z/fwzzZ/MPuPxUJZ1FAvO0/zQMQlx2r7D92cqsw/5DrP4wTraRPbuo/h6WIeXlD6T/g5rE15xDoPweWnF8D1+Y/eXG8fTiW5T+sN4UW8U7kPxmnarCXAeM/N37g0Zau4T99e1oBWVbgP8G6mIqR8t0/ucRTSKEv2z/Gkc1ItmTYP+Ce7ZilktU/82ibRUS60j/W2Xy3zrjPP3tPfNDH88k/pCwE8B0nxD+B1sZf9qi8Py0K0lMT+7A/kKAfv5sflT+Qb+Zi6rSZvyKOFBL9ILK/+vqqSAzQvb9Pd28EirvEv6k6iQ9gicq/1ObpFe8n0L9AG8AfrQbTv6S9XxgV4NW/E1Hh8lGz2L+bWF2ijn/bv0xX7Bn2Q96/H2hTptl/4L9Ao9KW+Njhv5AeAFjtLOO/mBtoY0175L/i25YyrsPlv/egGD+lBee/Xqx5AshA6L+fP0b2q3Tpv0ScCpTmoOq/1gNTVQ3F67/dt6uzteDsv+L5oCh18+2/bQu/LeH87r8HLpI8j/zvvwAAAAAAAPh/fA4PqI277z+kJp1v073uP2gZvghItu0/qo6A8VWl7D9ELvOnZ4vrPxygJKrnaOo/EYwjdkA+6T8Imv6J3AvoP9txxGMm0uY/cLuDgYiR5T+nHkthbUrkP2FDKYE//eI/ftEsX2mq4T/icGR5VVLgP9OSvZvc6t0/9AVVtTwo2z/eiqw7oF3YP1tx4Srci9U/LAkRf8Wz0j8hRLFoYqzPP5gXq43o58k/QixKZccbxD9RQ5LPUZO8P4IuxRpu5rA/qGSJct7QlD+o9oPp9v+Zv+KWz/ndMrK/mjM0MRXhvb9dygy4p8PEv5s9BWMckcq//mmkUJ8r0L8Jd049MgrTvyR2Y/tx49W/kBfGjom22L+IC1n7o4Lbv0oC/0TsRt6/DFbNt0aB4L+YXIc/Wdrhv+jsnjtDLuO/GF8FLpp85L9KC6yY88Tlv5xJhP3kBue/L3J/3gNC6L8f3Y695XXpv4zioxwgouq/ltqvfUjG679cHaRi9OHsv/0Cck259O2/luMKwCz+7r9JF2A85P3vvwAAAAAAAPh/IUF8vuO07z/o1v6TXbfuP8tAH98FsO0/vGB4FEef7D+oGKWoi4XrP4FKQBA+Y+o/Mtjkv8g46T+0oy0slgboP/COtckQzeY/2HsXDaOM5T9dTO5qt0XkP2/i1Fe4+OI//B9mSBCm4T/65jyxKU7gP6Ey6A3e4t0/7zFNfJUg2z+xj96WTlbYP9AP0kbehNU/KXZddRmt0j88DW0Xqp/PPx4KJubL28k/sGpRKUIQxD+IbbVmbX28Pw7sWq2m0bA/CIKpLQ+ClD9AlhRpnkqav6yW3N6HRLK/XuOEXcnxvb8RfrM4jMvEv7jo1bqQmMq/7hRfMSQv0L/oXACvhA3Tv2IIGe2U5tW/glNzAoC52L9getkFcYXbvx65FQ6TSd6/8CX5mIiC4L9itxxEi9vhv/Wu2hNnL+O/tyqYk7F95L+6SLpOAMblvw4nptDoB+e/wuPApABD6L/mnG9W3Xbpv4dwF3EUo+q/vHwdgDvH67+Q3+YO6OLsvxK32Kiv9e2/VSFY2Sf/7r9nPMor5v7vvwAAAAAAAPh/qEn3++qt7z9uonJWm7DuP0fMGuR5qe0/MksID/GY7D8co1NBa3/rP/9XFeVSXeo/1e1lZBIz6T+W6F0pFAHoPzHMFZ7Cx+Y/pBymLIiH5T/jXSc/z0DkP+YTsj8C9OI/pMJemIuh4T8X7kWz1UngP180APWV2t0/1pVLsKsY2z90CJ9swU7YPzGUK/6rfdU/9kAiOUCm0j9mLWjjpZLPP7A6JPhxz8k/nrnaWI4ExD8tdNtbSWe8P8+Xfj+9vLA/hPeLtS4zlD9Y58wm4JSav57v/5T6VbK/1AO/oygCvr9ZK5ZyN9PEv0TkQQS9n8q/YE5Ar30y0L+GInhspBDTv5xml+V96dW/uBJtRjW82L/pHsi69Yfbv0CDd27qS96/6hulRp+D4L9cmoehjtzhv/y4yt1YMOO/1PNVkZN+5L/txhBS1Mblv1Ku4rWwCOe/CiazUr5D6L8eqmm+knfpv5a27Y7Do+q/f8cmWubH67/gWPy1kOPsv8DmVThY9u2/Ku0ad9L/7r8n6DIIlf/vvwAAAAAAAPh/s3fWcaOm7z/rR8fHjKnuP+SU+Cekou0/nAby8FOS7D8BRTuBBnnrPxD4WzcmV+o/wsfbcR0t6T8PXEKPVvvnP+pcF+47wuY/T3Li7DeC5T81RCvqtDvkP5Z6eUQd7+I/Zr1UWtuc4T+jtESKWUXgP34QomUE0t0/asACZX8Q2z/0yLrP+EbYPxF62WJFdtU/ryNu2zmf0j99KxDtVYXPP2BAbeLawsk/5iUSEaz4wz/j9zrm5VC8P7fEWwWyp7A/IMgPzz3kkz94AT1pu96av7aSoPA1Z7K/WsXy2jISvr9BTIRSqdrEvzFmUi2hpsq/TYjiwas10L/Y1d5tkRPTv7/Ljt0s7NW/GhrjU6m+2L/0cMwTMorbv1qAO2DyTd6/M3wQvoqE4L+QxDZVY93hv0/xCJcYMeO/dFr/JEB/5L8MWJKgb8flvx1COqs8Cee/rnBv5jxE6L/IO6rzBXjpv3H7YnQtpOq/tgcSCknI67+buC9W7uPsvylmNPqy9u2/Z2iYlywA779gF9TP8P/vvwAAAAAAAPh/XAM0Mg2f7z85TYn5MaLuPybXt7uEm+0/xwuoym+L7D+/VUJ4XXLrP7Mfbxa4UOo/R9QW9+km6T8m3iFsXfXnP++neMd8vOY/SpwDW7J85T/aJat4aDbkP0ivV3IJ6uI/NqPxmf+X4T9LbGFBtUDgP1XqHnUpyd0/+lDIrhAI2z/C4Y/T9D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\",\"dtype\":\"float64\",\"shape\":[1274]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[866]},{\"__ndarray__\":\"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Rep.\",\"Chad\",\"Congo\",\"Djibouti\",\"Eswatini\",\"Ethiopia\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Madagascar\",\"Malawi\",\"Mozambique\",\"Namibia\",\"Rwanda\",\"Senegal\",\"Sierra Leone\",\"Sudan\",\"Togo\",\"Uganda\",\"Tanzania\",\"Zambia\",\"Zimbabwe\"],\"node_color\":[\"4\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\"],\"value\":{\"__ndarray__\":\"b5d+jDfI+ECnqgRI/0KZQCZdGZhcj3NAIyVZtJLJkUDKjpkm3W2xQLj7of4ILJRApuqI34geU0CyRZ9tFtRoQEw+df9YS9tAfBAKi0MZcEAgyze7M7rGQKvIUsu4xVNAHzqf4/sHhEAp/gUig+vAQCM6fo4OQ6lAuiksA6qbrED6Y+0p+XGBQJ1CJ+rZ3JdA1nCzeoFjqUAtE/+9FsiUQL2cKspsd7VAXm/eTWjtgEARRgS3xcCzQJ/gzHSZnMJAsaAwnnUlukC+RqsSjweiQA==\",\"dtype\":\"float64\",\"shape\":[26]}},\"selected\":{\"id\":\"2557\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2558\",\"type\":\"UnionRenderers\"}},\"id\":\"2503\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"factors\":[\"4\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"24\",\"25\",\"26\",\"27\",\"28\",\"29\",\"30\",\"31\",\"32\",\"33\",\"34\"],\"palette\":[\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\",\"#7570b3\",\"#e7298a\",\"#66a61e\",\"#e6ab02\",\"#a6761d\",\"#666666\",\"#1b9e77\",\"#d95f02\"]},\"id\":\"2502\",\"type\":\"CategoricalColorMapper\"},{\"attributes\":{\"axis_label\":\"x\",\"bounds\":\"auto\",\"formatter\":{\"id\":\"2548\",\"type\":\"BasicTickFormatter\"},\"major_label_orientation\":\"horizontal\",\"ticker\":{\"id\":\"2479\",\"type\":\"BasicTicker\"},\"visible\":false},\"id\":\"2478\",\"type\":\"LinearAxis\"}],\"root_ids\":[\"2469\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n",
" var render_items = [{\"docid\":\"8bbe1cbb-511c-4d30-84a5-415ed9fc139f\",\"roots\":{\"2469\":\"350c834b-f294-4f57-be0f-c46d3adcd755\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
"\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
" embed_document(root);\n",
" } else {\n",
" var attempts = 0;\n",
" var timer = setInterval(function(root) {\n",
" if (root.Bokeh !== undefined) {\n",
" clearInterval(timer);\n",
" embed_document(root);\n",
" } else {\n",
" attempts++;\n",
" if (attempts > 100) {\n",
" clearInterval(timer);\n",
" console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
" }\n",
" }\n",
" }, 10, root)\n",
" }\n",
"})(window);</script>"
],
"text/plain": [
":Chord [source,target] (value)"
]
},
"execution_count": 28,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "2469"
}
},
"output_type": "execute_result"
}
],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"chord_uk = hv.Chord((links_uk, nodes_uk))\n",
"chord_uk.opts(\n",
" opts.Chord(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], finalize_hooks=[rotate_label2]))"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"options = dict(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], bgcolor='rgba(0,0,0,0)', border=0, finalize_hooks=[rotate_label2])\n",
"chord_uk = hv.Chord((links_uk, nodes_uk)).options(**options)\n",
"hv.renderer('bokeh').save(chord_uk, 'docs/_includes/chord_uk')"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"tot_es = links_es.groupby(\"source\").sum().reset_index().rename(columns={\"source\":\"name\"})\n",
"tot_es = tot_es.append(links_es[[\"target\", \"value\"]].rename(columns={\"target\":\"name\"}))\n",
"tot_es.replace({\"United Republic of Tanzania\":'Tanzania'}, inplace=True)\n",
"tot_es.replace({\"Central African Republic\":'Centr. Afr. Rep.'}, inplace=True)\n",
"links_es[[\"source\"]] = enc_eu.transform(links_es[[\"source\"]])\n",
"links_es[[\"target\"]] = enc_af.transform(links_es[[\"target\"]]) + 10"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>index</th>\n",
" <th>name</th>\n",
" <th>group</th>\n",
" <th>value</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>3</td>\n",
" <td>Spain</td>\n",
" <td>Europe</td>\n",
" <td>86235.003277</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>10</td>\n",
" <td>Angola</td>\n",
" <td>Africa</td>\n",
" <td>1370.083228</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>11</td>\n",
" <td>Botswana</td>\n",
" <td>Africa</td>\n",
" <td>260.635343</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>12</td>\n",
" <td>Centr. Afr. Rep.</td>\n",
" <td>Africa</td>\n",
" <td>963.030392</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>13</td>\n",
" <td>Chad</td>\n",
" <td>Africa</td>\n",
" <td>3791.108316</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" index name group value\n",
"0 3 Spain Europe 86235.003277\n",
"1 10 Angola Africa 1370.083228\n",
"2 11 Botswana Africa 260.635343\n",
"3 12 Centr. Afr. Rep. Africa 963.030392\n",
"4 13 Chad Africa 3791.108316"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nodes_es_pd = nodes.data.copy()\n",
"nodes_es_pd = nodes_es_pd[~(nodes_es_pd.name.isin([\"France\", \"Italy\", \"United Kingdom\", \"Germany\"]))]\n",
"nodes_es_pd.drop(columns=\"value\", inplace=True)\n",
"nodes_es_pd = nodes_es_pd.merge(tot_es, on=\"name\")\n",
"nodes_es = hv.Dataset(nodes_es_pd, \"index\")\n",
"nodes_es.data.head()"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.holoviews_exec.v0+json": "",
"text/html": [
"<div id='2835' style='display: table; margin: 0 auto;'>\n",
"\n",
"\n",
"\n",
"\n",
"\n",
" <div class=\"bk-root\" id=\"0ec5c33d-600d-4e50-9eb1-44a6283ed41f\" data-root-id=\"2835\"></div>\n",
"</div>\n",
"<script type=\"application/javascript\">(function(root) {\n",
" function embed_document(root) {\n",
" \n",
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\",\"dtype\":\"float64\",\"shape\":[2192]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1682]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1376]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1274]},{\"__ndarray__\":\"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\"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\",\"dtype\":\"float64\",\"shape\":[866]},{\"__ndarray__\":\"wMKOB9Jm7T/yYP7IhYXsP8cX9Ytxrus/TCLX+JDh6j+Suwi43x7qP6oe7nFZZuk/pIbrzvm36D+ULmV3vBPoP4dRvxOdeec/jCpeTJfp5j+49KXJpmPmPxvr+jPH5+U/w0jBM/R15T/FSF1xKQ7lPy0mM5VisOQ/DhynR5tc5D94ZR0xzxLkP3w9+vn50uM/Kd+hShed4z+ThXjLInHjP8Zr4iQYT+M/2MxD//I24z/X4wADryjjP9LrfdhHJOM/3R8fKLkp4z8Fu0ia/jjjP134XtcTUuM/9hLGh/R04z/gReJTnKHjPyrMF+QG2OM/5+DK4C8Y5D8nv1/yEmLkP/mhOsGrteQ/cMS/9fUS5T+cYVM47XnlP4y0WTGN6uU/U/g2idFk5j8AaE/otejmP6Q+B/c1duc/ULfCXU0N6D8UDebE963oPwJ71dQwWOk/Kjz1NfQL6j+ai6mQPcnqP2akVo0IkOs/nsFg1FBg7D9THiwOEjrtP5T1HONHHe4/c4KX++0J7z8AAAAAAADwPwAAAAAAAPh/PHjmxI567T+XCGTXp5jsP4bZq/34wOs/JoBsAX7z6j+AkVSsMjDqP7KiEsgSd+k/zkhVHhrI6D/tGMt4RCPoPyGoIqGNiOc/f4sKYfH35j8fWDGCa3HmPxKjRc739OU/dgH2DpKC5T9ZCPENNhrlP9VM5ZTfu+Q//WOBbYpn5D/l4nNhMh3kP6VeazrT3OM/UWwWwmim4z8AoSPC7nnjP8aRQQRhV+M/utMeUrs+4z/x+2l1+S/jP3+f0TcXK+M/fFMEYxAw4z/6rLDA4D7jPxJBhRqEV+M/2KQwOvZ54z9hbWHpMqbjP8MvxvE13OM/E4ENHfsb5D9o9uU0fmXkP9Qk/gK7uOQ/caEEUa0V5T9SAajoUHzlP4vZlpOh7OU/NL9/G5tm5j9iRxFKOermPyoH+uh3d+c/opPowVIO6D/egYuexa7oP/ZmkUjMWOk//deoiWIM6j8KaoArhMnqPzGyxvcskOs/ikUquFhg7D8ouVk2AzrtPyGiAzwoHe4/i5XWksMJ7z98KIEE0f/vPwAAAAAAAPh/Dq33fAKO7T8xJsANg6vsPyjPqqY70+s/VZbTMigF6z8ValadREHqP884T9GMh+k/4/DZufzX6D+0gBJCkDLoP6DWFFVDl+c/C+H83REG5z9XjubH937mP+bM7f3wAeY/GIsua/mO5T9St8T6DCblP/Q/zJcnx+Q/XxNhLUVy5D/0H5+mYSfkPxZUou545uM/J56G8Iav4z+H7GeXh4LjP5otYs52X+M/wk+RgFBG4z9fQRGZEDfjP9Pw/QKzMeM/gUxzqTM24z/IQo13jkTjPwzCZ1i/XOM/r7geN8J+4z8SFc7+kqrjP5bFkZot4OM/nbiF9Y0f5D+K3MX6r2jkP74fbpWPu+Q/mnCasCgY5T+BvWY3d37lP9T07hR37uU/9ARPNCRo5j9E3KKAeuvmPyZpBuV1eOc/+pmVTBIP6D8kXWyiS6/oPwShptEdWek//FNgxYQM6j9tZLVofMnqP7rAwaYAkOs/Rlehag1g7D9wFnCfnjntP5vsSTCwHO4/KchKCD4J7z97l44SRP/vPwAAAAAAAPh/SFGT/yyh7T/BeF09F77sP763tlk55es/+gFLYY8W6z8tS8ZgFVLqPxqH1GTHl+k/d6kheqHn6D8Iplmtn0HoP39wKAu+pec/oPw5oPgT5z8jPjp5S4zmP8Yo1aKyDuY/RbC2KSqb5T9cyIoarjHlP8lk/YE60uQ/Rnm6bMt85D+O+W3nXDHkP1/Zw/7q7+M/dQxov3G44z+MhgY27YrjP2A7S29ZZ+M/rh7id7JN4z8yJHdc9D3jP6g/tikbOOM/y2RL7CI84z9Yh+KwB0rjPwubJ4TFYeM/opPGcliD4z/WZGuJvK7jP2YCwtTt4+M/DGB2Yegi5D+GcTQ8qGvkP44qqHEpvuQ/4n59Dmga5T8+YmAfYIDlP13I/LAN8OU//KT+z2xp5j/Y6xGJeezmP6yQ4ugveec/NIcc/IsP6D8uw2vPia/oP1Q4fG8lWek/ZNr56FoM6j8XnZBIJsnqPyt07JqDj+s/X1O57G5f7D9sLqNK5DjtPw/5VcHfG+4/A6d9XV0I7z8GLMYrWf7vPwAAAAAAAPh/sKw/HQ607T/ftTY4ZNDsP30/P+rx9us/15q3YbMn6z85Gf7MpGLqP/ELcVrCp+k/TcRuOAj36D+dk1WVclDoPyjLg5/9s+c/QLxXhaUh5z8zuC91ZpnmP0wQap08G+Y/2xVlLCSn5T8uGn9QGT3lP49uFjgY3eQ/UGSJER2H5D+5TDYLJDvkPxx5e1Mp+eM/wzq3GCnB4z//4keJH5PjPxzDi9MIb+M/aCzhJeFU4z8xcKaupETjP8LfOZxPPuM/asz5HN5B4z94h0RfTE/jPzdieJGWZuM/9q3z4biH4z8DvBR/r7LjP6rdOZd25+M/OWTBWAom5D/+oAnyZm7kP0blcJGIwOQ/XoJVZWsc5T+WyRWcC4LlPzgMEGRl8eU/lJui63Rq5j/4yCthNu3mP7DlCfOleec/CEObz78P6D9RMj4lgK/oP9cEUSLjWOk/5gsy9eQL6j/OmD/MgcjqP9r819W1jus/XIlZQH1e7D+djyI61DftP+tgkfG2Gu4/lk4ElSEH7z/pqdlSEP3vPwAAAAAAAPh/YdQ4p6XG7T/A+/bQaeLsPyBuXyxlCOw/JN6kCZQ46z9q/vm48nLqP5SBkYp9t+k/QhqezjAG6T8be1LVCF/oP7xW4e4Bwuc/wl99axgv5z/XSFmbSKbmP5bEp86OJ+Y/pIWbVeey5T+jPmeATkjlPzGiPZ/A5+Q/8WJRAjqR5D+CM9X5tkTkP4nG+9UzAuQ/pM735qzJ4z93/vt8HpvjP6EIO+iEduM/xp/neNxb4z+GdjR/IUvjP4E/VEtQROM/Wq15LWVH4z+xctd1XFTjPylCoHQya+M/Ys4GeuOL4z/+yT3Wa7bjP57nd9nH6uM/4tnn0/Mo5D9uU8AV7HDkP+IGNO+swuQ/3qZ1sDIe5T8G5repeYPlP/l2LSt+8uU/WQwJhTxr5j/JWH0Hse3mP+gOvQLYeec/VuH6xq0P6D+5gmmkLq/oP7ClO+tWWOk/3Pyj6yIL6j/cOtX1jsfqP1QSAlqXjes/5zVdaDhd7D80WBlxbjbtP9wracQ1Ge4/gmN/sooF7z/FsY6LafvvPwAAAAAAAPh/mx5xb/PY7T95QfraJ/TsP5oT3vSSGew/p1dFLzFJ6z9B0Fj8/oLqPxNAQc74xuk/wmknFxsV6T/4DzRJYm3oP1b1j9bKz+c/h9xjMVE85z8viNjL8bLmP/i6FhipM+Y/hzdHiHO+5T+EwJKOTVPlP5MYIp0z8uQ/XgIeJiKb5D+JQK+bFU7kP7uV/m8KC+Q/nMQ0Ff3R4z/Tj3r96aLjPwW6+JrNfeM/2gXYX6Ri4z/6NUG+alHjPwkNXSgdSuM/sE1UELhM4z+Vuk/oN1njP14WeCKZb+M/siP2MNiP4z85pfKF8bnjP5hdlpPh7eM/dg8KzKQr5D98fXahN3PkP05qBIaWxOQ/lJjc670f5T/1yidFqoTlPxbEDgRY8+U/oEa6msNr5j86FVN76e3mP4jyARjGeec/MqHv4lUP6D/g40ROla7oPzh9KsyAV+k/4S/JzhQK6j+AvknITcbqP7zr1CoojOs/QHqTaKBb7D+tLK7zsjTtP67FTT5cF+4/5webupgD7z8Atr7aZPnvPwAAAAAAAPh/25SRSPfq7T+YxU0qngXtPyozLhl7Kuw/RglzqYpZ6z+Zc1xvyZLqP9WdKv8z1uk/rLMd7cYj6T/W4HXNfnvoP/pQczRY3ec/zi9Wtk9J5z8EqV7nYb/mP03ozFuLP+Y/XRnhp8jJ5T/iZ9tfFl7lP47/+xdx/OQ/FQyDZNWk5D8kubDZP1fkP3AyxQutE+Q/qaMAjxna4z+COKP3garjP6kc7dnihOM/1nseyjhp4z+1gXdcgFfjP/dZOCW2T+M/UjChuNZR4z90MPKq3l3jPw6Ga5DKc+M/1VxN/ZaT4z944NeFQL3jP6k8S77D8OM/GJ3nOh0u5D96Le2PSXXkP3wZnFFFxuQ/1Iw0FA0h5T8ws/ZrnYXlP0O4Iu3y8+U/vsf4Kwps5j9UDbm83+3mP7S0ozNweec/kOn4JLgO6D+c1/gktK3oP4eq48dgVuk/BI75oboI6j/CrXpHvsTqP3Q1p0xoius/zVC/RbVZ7D9+KwPHoTLtPzbxsmQqFe4/qM0Os0sB7z+H7FZGAvfvPwAAAAAAAPh/KWT6BbH87T/8erCTzBbtP75sb28dO+w/7tCvT6Bp6z8DP+rqUaLqP3dOl/cu5ek/xZYvLDQy6T9trys/XonoP+IvBOep6uc/oa8x2hNW5z8jxizPmMvmP+YKbnw1S+Y/YhVumObU5T8VfaXZqGjlP3bZjPZ4BuU/AcKcpVOu5D8uzk2dNWDkP3qVGJQbHOQ/Xq91QALi4z9Xs91Y5rHjP9w4yZPEi+M/a9ewp5lv4z9/Jg1LYl3jP469VjQbVeM/FTQGGsFW4z+OIZSyUGLjP3QdebTGd+M/RL8t1h+X4z90nirOWMDjP4FS6FJu8+M/5HLfGl0w5D8al4jcIXfkP5xWXE65x+Q/5EjTJiAi5T9uBWYcU4blP7IjjeVO9OU/LDvBOBBs5j9Y43rMk+3mP66zMlfWeOc/qkNhj9QN6D/HKn8ri6zoP34ABeL2VOk/SlxraRQH6j+m1Sp44MLqPwsEvMRXiOs/9n6XBXdX7D/g3TXxOjDtP0S4Dz6gEu4/nKWdoqP+7j9jPVjVQfTvPwAAAAAAAPh/okvDeyAO7j/8c5PssiftP69kbs55S+w/4Mwl+nF56z+pW4tImLHqPy/AcJLp8+k/k6mnsGJA6T/3xgF8AJfoP3fHUM2/9+c/OVpmfZ1i5z9bLhRlltfmPwHzK12nVuY/Sld/Ps3f5T9ZCuDhBHPlP0u7HyBLEOU/RRkQ0py35D9l04LQ9mjkP82YSfRVJOQ/nxg2Frfp4z/7ARoPF7njPwIEx7dykuM/1s0O6cZ14z+YDsN7EGPjP2d1tUhMWuM/ZrG3KHdb4z+0cZv0jWbjP3RlMoWNe+M/xjtOs3Ka4z/No8BXOsPjP6ZMW0vh9eM/dOXvZmQy5D9aHVCDwHjkP3ajTXnyyOQ/6ia6Ifci5T/YVmdVy4blP1/iJu1r9OU/onjKwdVr5j/ByCOsBe3mP92BBIX4d+c/FlM+JasM6D+Q66JlGqvoP2n6Ax9DU+k/xC4zKiIF6j/ANwJgtMDqP37EQpn2hes/IoTGruVU7D/MJV95fi3tP5pY3tG9D+4/sMsVkaD77j8uLtePI/HvPwAAAAAAAPh/Ogm8fkUf7j/USxoLUTjtP80ppQ2QW+w/Ub6ngf+I6z+GJG1inMDqP5x3QKtjAuo/vdJsV1JO6T8XUT1iZaToP80N/caZBOg/EiT3gOxu5z8Lr3aLWuPmP+nJxuHgYeY/1Y8yf3zq5T/7GwVfKn3lP4OJiXznGeU/m/MK07DA5D9sddRdg3HkPyMqMRhcLOQ/6Sxs/Tfx4z/smNAIFMDjP1WJqTXtmOM/UBlCf8B74z8KZOXgimjjP6qE3lVJX+M/XpZ42fhf4z9RtP5mlmrjP6z5u/kef+M/nYH7jI+d4z9OZwgc5cXjP+nFLaIc+OM/mri2GjM05D+OWu6AJXrkP+zGH9DwyeQ/5BiWA5Ij5T+da5wWBoflP0TafQRK9OU/BICFyFpr5j8JeP5dNezmP3zdM8DWduc/istw6jsL6D9eXQDYYanoPyKuLYRFUek/A9lD6uMC6j8p+Y0FOr7qP8EpV9FEg+s/+IXqSAFS7D/4KJNnbCrtP+otnCiDD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\",\"dtype\":\"float64\",\"shape\":[2396]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1682]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1376]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1274]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1121]},{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[866]},{\"__ndarray__\":\"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Application\",\"version\":\"1.4.0\"}};\n",
" var render_items = [{\"docid\":\"016977ab-d7a8-4d4a-96d8-6c822a69438c\",\"roots\":{\"2835\":\"0ec5c33d-600d-4e50-9eb1-44a6283ed41f\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
"\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
" embed_document(root);\n",
" } else {\n",
" var attempts = 0;\n",
" var timer = setInterval(function(root) {\n",
" if (root.Bokeh !== undefined) {\n",
" clearInterval(timer);\n",
" embed_document(root);\n",
" } else {\n",
" attempts++;\n",
" if (attempts > 100) {\n",
" clearInterval(timer);\n",
" console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
" }\n",
" }\n",
" }, 10, root)\n",
" }\n",
"})(window);</script>"
],
"text/plain": [
":Chord [source,target] (value)"
]
},
"execution_count": 32,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "2835"
}
},
"output_type": "execute_result"
}
],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"chord_es = hv.Chord((links_es, nodes_es))\n",
"chord_es.opts(\n",
" opts.Chord(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], finalize_hooks=[rotate_label2]))"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"from bokeh.models import HoverTool\n",
"hover = HoverTool(\n",
" tooltips=[\n",
" ( 'Country', '@name' ),\n",
" ( 'Group', '@group' ), # use @{ } for field names with spaces\n",
" ( 'Import/Export', '@value tons'),\n",
" ],\n",
")\n",
"\n",
"options = dict(cmap='Dark2', edge_cmap='Dark2', edge_color=dim('target').str(), node_size=12, edge_alpha=0.15,\\\n",
" labels='name', node_color=dim('index').str(), edge_hover_line_color=None, node_hover_line_color=None, node_hover_fill_color=None,\\\n",
" edge_selection_line_color=None, tools=[hover, 'tap'], bgcolor='rgba(0,0,0,0)', border=0, finalize_hooks=[rotate_label2])\n",
"chord_es = hv.Chord((links_es, nodes_es)).options(**options)\n",
"hv.renderer('bokeh').save(chord_es, 'docs/_includes/chord_es')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.4"
}
},
"nbformat": 4,
"nbformat_minor": 4
}