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    "# Introduction to Bayesian Inference for climate scientists\n",
    "\n",
    "## Part 3. Linear regression\n",
    "\n",
    "In the first session we covered Bayesian probability, Bayes Theorem and explicit calculation of the posterior.\n",
    "\n",
    "We are now going to examine a linear regression.  We will keep it simple by building models with a single predictive parameter.\n",
    "\n",
    "In this session we will cover:\n",
    "\n",
    "1) Bayesian linear regression\n",
    "\n",
    "2) cross validation\n",
    "\n",
    "3) model comparison\n",
    "\n",
    "We start with some package imports."
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t=a.color2rgba(this.fill_color.value(),this.fill_alpha.value()),\"rgba(\"+255*t[0]+\",\"+255*t[1]+\",\"+255*t[2]+\",\"+t[3]+\")\"},e}(n),r.Text=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.attrs=Object.keys(s.text()),e.prototype.do_attr=\"text_color\",e.prototype.cache_select=function(t,r){var n;return\"font\"===t?(n=e.__super__.cache_select.call(this,\"text_font_style\",r)+\" \"+e.__super__.cache_select.call(this,\"text_font_size\",r)+\" \"+e.__super__.cache_select.call(this,\"text_font\",r),this.cache.font=n):e.__super__.cache_select.call(this,t,r)},e.prototype.font_value=function(){var t,e,r;return t=this.text_font.value(),e=this.text_font_size.value(),r=this.text_font_style.value(),r+\" \"+e+\" \"+t},e.prototype.color_value=function(){var t;return t=a.color2rgba(this.text_color.value(),this.text_alpha.value()),\"rgba(\"+255*t[0]+\",\"+255*t[1]+\",\"+255*t[2]+\",\"+t[3]+\")\"},e.prototype.set_value=function(t){return t.font=this.font_value(),t.fillStyle=this.text_color.value(),t.globalAlpha=this.text_alpha.value(),t.textAlign=this.text_align.value(),t.textBaseline=this.text_baseline.value()},e.prototype.set_vectorize=function(t,e){if(this.cache_select(\"font\",e),t.font!==this.cache.font&&(t.font=this.cache.font),this.cache_select(\"text_color\",e),t.fillStyle!==this.cache.text_color&&(t.fillStyle=this.cache.text_color),this.cache_select(\"text_alpha\",e),t.globalAlpha!==this.cache.text_alpha&&(t.globalAlpha=this.cache.text_alpha),this.cache_select(\"text_align\",e),t.textAlign!==this.cache.text_align&&(t.textAlign=this.cache.text_align),this.cache_select(\"text_baseline\",e),t.textBaseline!==this.cache.text_baseline)return t.textBaseline=this.cache.text_baseline},e}(n),r.Visuals=function(){function t(t){var e,n,i,o,s,a,l,u,c;for(a=t.mixins,n=0,i=a.length;n<i;n++)c=a[n],l=c.split(\":\"),o=l[0],s=null!=(u=l[1])?u:\"\",e=function(){switch(o){case\"line\":return r.Line;case\"fill\":return r.Fill;case\"text\":return r.Text}}(),this[s+o]=new e(t,s)}return t.prototype.warm_cache=function(t){var e,r,i,s;i=this,s=[];for(e in i)o.call(i,e)&&(r=i[e],r instanceof n?s.push(r.warm_cache(t)):s.push(void 0));return s},t}()},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=[].indexOf||function(t){for(var e=0,r=this.length;e<r;e++)if(e in this&&this[e]===t)return e;return-1},a=t(0),l=t(241),u=t(12),c=t(7),_=t(18),h=t(31),p=t(33),d=t(25),f=t(20),y=t(28),m=t(26),v=t(40),g=t(134),b=t(168);n=function(){function t(t){this.document=t,this.session=null,this.subscribed_models=new d.Set}return t.prototype.send_event=function(t){var e;return null!=(e=this.session)?e.send_event(t):void 0},t.prototype.trigger=function(t){var e,r,n,i,o,s;for(o=this.subscribed_models.values,s=[],e=0,r=o.length;e<r;e++)i=o[e],null!==t.model_id&&t.model_id!==i||(n=this.document._all_models[i],s.push(null!=n?n._process_event(t):void 0));return s},t}(),r.DocumentChangedEvent=function(){function t(t){this.document=t}return t}(),r.ModelChangedEvent=function(t){function e(t,r,n,i,o,s){this.document=t,this.model=r,this.attr=n,this.old=i,this.new_=o,this.setter_id=s,e.__super__.constructor.call(this,this.document)}return i(e,t),e.prototype.json=function(t){var e,r,n,i;if(\"id\"===this.attr)throw u.logger.warn(\"'id' field is immutable and should never be in a ModelChangedEvent \",this),new Error(\"'id' field should never change, whatever code just set it is wrong\");r=this.new_,n=this.model.constructor._value_to_json(this.attr,r,this.model),i={},c.HasProps._value_record_references(r,i,!0),this.model.id in i&&this.model!==r&&delete i[this.model.id];for(e in i)t[e]=i[e];return{kind:\"ModelChanged\",model:this.model.ref(),attr:this.attr,\"new\":n}},e}(r.DocumentChangedEvent),r.TitleChangedEvent=function(t){function e(t,r,n){this.document=t,this.title=r,this.setter_id=n,e.__super__.constructor.call(this,this.document)}return i(e,t),e.prototype.json=function(t){return{kind:\"TitleChanged\",title:this.title}},e}(r.DocumentChangedEvent),r.RootAddedEvent=function(t){function e(t,r,n){this.document=t,this.model=r,this.setter_id=n,e.__super__.constructor.call(this,this.document)}return i(e,t),e.prototype.json=function(t){return c.HasProps._value_record_references(this.model,t,!0),{kind:\"RootAdded\",model:this.model.ref()}},e}(r.DocumentChangedEvent),r.RootRemovedEvent=function(t){function e(t,r,n){this.document=t,this.model=r,this.setter_id=n,e.__super__.constructor.call(this,this.document)}return i(e,t),e.prototype.json=function(t){return{kind:\"RootRemoved\",model:this.model.ref()}},e}(r.DocumentChangedEvent),r.documents=[],r.DEFAULT_TITLE=\"Bokeh Application\",r.Document=function(){function t(){r.documents.push(this),this._title=r.DEFAULT_TITLE,this._roots=[],this._all_models={},this._all_models_by_name=new d.MultiDict,this._all_models_freeze_count=0,this._callbacks=[],this.event_manager=new n(this),this.idle=new _.Signal(this,\"idle\"),this._idle_roots=new WeakMap}return Object.defineProperty(t.prototype,\"layoutables\",{get:function(){var t,e,r,n,i;for(r=this._roots,n=[],t=0,e=r.length;t<e;t++)i=r[t],i instanceof g.LayoutDOM&&n.push(i);return n}}),Object.defineProperty(t.prototype,\"is_idle\",{get:function(){var t,e,r,n;for(r=this.layoutables,t=0,e=r.length;t<e;t++)if(n=r[t],!this._idle_roots.has(n))return!1;return!0}}),t.prototype.notify_idle=function(t){if(this._idle_roots.set(t,!0),this.is_idle)return this.idle.emit()},t.prototype.clear=function(){var t;this._push_all_models_freeze();try{for(t=[];this._roots.length>0;)t.push(this.remove_root(this._roots[0]));return t}finally{this._pop_all_models_freeze()}},t.prototype.destructively_move=function(t){var e,r,n,i,o,s,a,l,u;if(t===this)throw new Error(\"Attempted to overwrite a document with itself\");for(t.clear(),u=[],l=this._roots,e=0,n=l.length;e<n;e++)a=l[e],u.push(a);for(this.clear(),r=0,i=u.length;r<i;r++)if(a=u[r],null!==a.document)throw new Error(\"Somehow we didn't detach \"+a);if(0!==Object.keys(this._all_models).length)throw new Error(\"@_all_models still had stuff in it: \"+this._all_models);for(s=0,o=u.length;s<o;s++)a=u[s],t.add_root(a);return t.set_title(this._title)},t.prototype._push_all_models_freeze=function(){return this._all_models_freeze_count+=1},t.prototype._pop_all_models_freeze=function(){if(this._all_models_freeze_count-=1,0===this._all_models_freeze_count)return this._recompute_all_models()},t.prototype._invalidate_all_models=function(){if(u.logger.debug(\"invalidating document models\"),0===this._all_models_freeze_count)return this._recompute_all_models()},t.prototype._recompute_all_models=function(){var t,e,r,n,i,o,s,a,l,u,c,_,h,p,f,m,v,g,b,w,x,k;for(_=new d.Set,v=this._roots,r=0,i=v.length;r<i;r++)f=v[r],_=_.union(f.references());for(p=new d.Set(y.values(this._all_models)),k=p.diff(_),x=_.diff(p),m={},g=_.values,n=0,o=g.length;n<o;n++)l=g[n],m[l.id]=l;for(b=k.values,u=0,s=b.length;u<s;u++)e=b[u],e.detach_document(),c=e.name,null!==c&&this._all_models_by_name.remove_value(c,e);for(w=x.values,h=0,a=w.length;h<a;h++)t=w[h],t.attach_document(this),c=t.name,null!==c&&this._all_models_by_name.add_value(c,t);return this._all_models=m},t.prototype.roots=function(){return this._roots},t.prototype.add_root=function(t,e){if(u.logger.debug(\"Adding root: \"+t),!(s.call(this._roots,t)>=0)){this._push_all_models_freeze();try{this._roots.push(t)}finally{this._pop_all_models_freeze()}return this._trigger_on_change(new r.RootAddedEvent(this,t,e))}},t.prototype.remove_root=function(t,e){var n;if(n=this._roots.indexOf(t),!(n<0)){this._push_all_models_freeze();try{this._roots.splice(n,1)}finally{this._pop_all_models_freeze()}return this._trigger_on_change(new r.RootRemovedEvent(this,t,e))}},t.prototype.title=function(){return this._title},t.prototype.set_title=function(t,e){if(t!==this._title)return this._title=t,this._trigger_on_change(new r.TitleChangedEvent(this,t,e))},t.prototype.get_model_by_id=function(t){return t in this._all_models?this._all_models[t]:null},t.prototype.get_model_by_name=function(t){return this._all_models_by_name.get_one(t,\"Multiple models are named '\"+t+\"'\")},t.prototype.on_change=function(t){if(!(s.call(this._callbacks,t)>=0))return this._callbacks.push(t)},t.prototype.remove_on_change=function(t){var e;if(e=this._callbacks.indexOf(t),e>=0)return this._callbacks.splice(e,1)},t.prototype._trigger_on_change=function(t){var e,r,n,i,o;for(i=this._callbacks,o=[],r=0,n=i.length;r<n;r++)e=i[r],o.push(e(t));return o},t.prototype._notify_change=function(t,e,n,i,o){return\"name\"===e&&(this._all_models_by_name.remove_value(n,t),null!==i&&this._all_models_by_name.add_value(i,t)),this._trigger_on_change(new r.ModelChangedEvent(this,t,e,n,i,null!=o?o.setter_id:void 0))},t._references_json=function(t,e){var r,n,i,o,s;for(null==e&&(e=!0),s=[],r=0,n=t.length;r<n;r++)i=t[r],o=i.ref(),o.attributes=i.attributes_as_json(e),delete o.attributes.id,s.push(o);return s},t._instantiate_object=function(t,e,r){var n,i;return n=y.extend({},r,{id:t}),new(i=a.Models(e))(n,{silent:!0,defer_initialization:!0})},t._instantiate_references_json=function(e,r){var n,i,o,s,a,l,u,c;for(c={},i=0,o=e.length;i<o;i++)s=e[i],l=s.id,u=s.type,a=s.attributes,l in r?n=r[l]:(n=t._instantiate_object(l,u,a),\"subtype\"in s&&n.set_subtype(s.subtype)),c[n.id]=n;return c},t._resolve_refs=function(t,e,r){var n,i,o;return o=function(t){if(h.is_ref(t)){if(t.id in e)return e[t.id];if(t.id in r)return r[t.id];throw new Error(\"reference \"+JSON.stringify(t)+\" isn't known (not in Document?)\")}return v.isArray(t)?n(t):v.isObject(t)?i(t):t},i=function(t){var e,r,n;r={};for(e in t)n=t[e],r[e]=o(n);return r},n=function(t){var e,r,n,i;for(n=[],e=0,r=t.length;e<r;e++)i=t[e],n.push(o(i));return n},o(t)},t._initialize_references_json=function(e,r,n){var i,o,s,a,l,u,_,h,p;for(h={},s=0,a=e.length;s<a;s++)l=e[s],_=l.id,u=l.attributes,p=!1,o=_ in r?r[_]:(p=!0,n[_]),u=t._resolve_refs(u,r,n),h[o.id]=[o,u,p];return i=function(t,e){var r,n,i,o,s;r={},n=function(e,i){var o,s,a,l,u,_,h,d,f,y;if(e instanceof c.HasProps){if(!(e.id in r)&&e.id in t){r[e.id]=!0,h=t[e.id],y=h[0],s=h[1],p=h[2];for(o in s)a=s[o],n(a,i);return i(e,s,p)}}else{if(v.isArray(e)){for(d=[],u=0,_=e.length;u<_;u++)a=e[u],d.push(n(a,i));return d}if(v.isObject(e)){f=[];for(l in e)a=e[l],f.push(n(a,i));return f}}},o=[];for(i in t)s=t[i],o.push(n(s[0],e));return o},i(h,function(t,e,r){if(r)return t.setv(e,{silent:!0})}),i(h,function(t,e,r){if(r)return t.finalize(e)})},t._event_for_attribute_change=function(t,e,r,n,i){var o,s;return o=n.get_model_by_id(t.id),o.attribute_is_serializable(e)?(s={kind:\"ModelChanged\",model:{id:t.id,type:t.type},attr:e,\"new\":r},c.HasProps._json_record_references(n,r,i,!0),s):null},t._events_to_sync_objects=function(e,r,n,i){var o,s,a,l,c,_,h,p,d,y,v,g,b,w,x;for(a=Object.keys(e.attributes),x=Object.keys(r.attributes),b=f.difference(a,x),o=f.difference(x,a),w=f.intersection(a,x),s=[],l=0,h=b.length;l<h;l++)c=b[l],u.logger.warn(\"Server sent key \"+c+\" but we don't seem to have it in our JSON\");for(_=0,p=o.length;_<p;_++)c=o[_],v=r.attributes[c],s.push(t._event_for_attribute_change(e,c,v,n,i));for(y=0,d=w.length;y<d;y++)c=w[y],g=e.attributes[c],v=r.attributes[c],null===g&&null===v||(null===g||null===v?s.push(t._event_for_attribute_change(e,c,v,n,i)):m.isEqual(g,v)||s.push(t._event_for_attribute_change(e,c,v,n,i)));return s.filter(function(t){return null!==t})},t._compute_patch_since_json=function(e,r){var n,i,o,s,a,l,u,c,_,h,p,d,m,v,g,b,w,x,k,M,S,T;for(w=r.to_json(l=!1),b=function(t){var e,r,n,i,o;for(o={},i=t.roots.references,e=0,r=i.length;e<r;e++)n=i[e],o[n.id]=n;return o},i=b(e),s={},o=[],m=e.roots.root_ids,u=0,_=m.length;u<_;u++)d=m[u],s[d]=i[d],o.push(d);for(x=b(w),M={},k=[],v=w.roots.root_ids,c=0,h=v.length;c<h;c++)d=v[c],M[d]=x[d],k.push(d);if(o.sort(),k.sort(),f.difference(o,k).length>0||f.difference(k,o).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");T={},n=[],g=r._all_models;for(a in g)p=g[a],a in i&&(S=t._events_to_sync_objects(i[a],x[a],r,T),n=n.concat(S));return{events:n,references:t._references_json(y.values(T),l=!1)}},t.prototype.to_json_string=function(t){return null==t&&(t=!0),JSON.stringify(this.to_json(t))},t.prototype.to_json=function(e){var r,n,i,o,s,a;for(null==e&&(e=!0),s=[],o=this._roots,r=0,n=o.length;r<n;r++)i=o[r],s.push(i.id);return a=y.values(this._all_models),{title:this._title,roots:{root_ids:s,references:t._references_json(a,e)}}},t.from_json_string=function(e){var r;if(null===e||null==e)throw new Error(\"JSON string is \"+typeof e);return r=JSON.parse(e),t.from_json(r)},t.from_json=function(e){var r,n,i,o,s,a,c,_,h,p,d;if(u.logger.debug(\"Creating Document from JSON\"),\"object\"!=typeof e)throw new Error(\"JSON object has wrong type \"+typeof e);for(s=e.version,n=s.indexOf(\"+\")!==-1||s.indexOf(\"-\")!==-1,d=\"Library versions: JS (\"+l.version+\")  /  Python (\"+s+\")\",n||l.version===s?u.logger.debug(d):(u.logger.warn(\"JS/Python version mismatch\"),u.logger.warn(d)),p=e.roots,h=p.root_ids,_=p.references,c=t._instantiate_references_json(_,{}),t._initialize_references_json(_,{},c),r=new t,i=0,o=h.length;i<o;i++)a=h[i],r.add_root(c[a]);return r.set_title(e.title),r},t.prototype.replace_with_json=function(e){var r;return r=t.from_json(e),r.destructively_move(this)},t.prototype.create_json_patch_string=function(t){return JSON.stringify(this.create_json_patch(t))},t.prototype.create_json_patch=function(e){var r,n,i,o,s,a;for(s={},i=[],n=0,o=e.length;n<o;n++){if(r=e[n],r.document!==this)throw u.logger.warn(\"Cannot create a patch using events from a different document, event had \",r.document,\" we are \",this),new Error(\"Cannot create a patch using events from a different document\");i.push(r.json(s))}return a={events:i,references:t._references_json(y.values(s))}},t.prototype.apply_json_patch_string=function(t){return this.apply_json_patch(JSON.parse(t))},t.prototype.apply_json_patch=function(e,r){var n,i,o,s,a,l,c,_,h,d,f,y,m,v,g,w,x,k,M,S,T,O,P,A,j,E,z,C;for(O=e.references,l=e.events,T=t._instantiate_references_json(O,this._all_models),_=0,d=l.length;_<d;_++)if(a=l[_],\"model\"in a)if(y=a.model.id,y in this._all_models)T[y]=this._all_models[y];else if(!(y in T))throw u.logger.warn(\"Got an event for unknown model \",a.model),new Error(\"event model wasn't known\");w={},v={};for(c in T)C=T[c],c in this._all_models?w[c]=C:v[c]=C;for(t._initialize_references_json(O,w,v),P=[],h=0,f=l.length;h<f;h++)switch(a=l[h],a.kind){case\"ModelChanged\":if(x=a.model.id,!(x in this._all_models))throw new Error(\"Cannot apply patch to \"+x+\" which is not in the document\");k=this._all_models[x],n=a.attr,m=a.model.type,\"data\"===n&&\"ColumnDataSource\"===m?(S=p.decode_column_data(a[\"new\"]),s=S[0],z=S[1],P.push(k.setv({_shapes:z,data:s},{setter_id:r}))):(C=t._resolve_refs(a[\"new\"],w,v),P.push(k.setv((g={},g[\"\"+n]=C,g),{setter_id:r})));break;case\"ColumnsStreamed\":if(o=a.column_source.id,!(o in this._all_models))throw new Error(\"Cannot stream to \"+o+\" which is not in the document\");if(i=this._all_models[o],!(i instanceof b.ColumnDataSource))throw new Error(\"Cannot stream to non-ColumnDataSource\");s=a.data,A=a.rollover,P.push(i.stream(s,A));break;case\"ColumnsPatched\":if(o=a.column_source.id,!(o in this._all_models))throw new Error(\"Cannot patch \"+o+\" which is not in the document\");if(i=this._all_models[o],!(i instanceof b.ColumnDataSource))throw new Error(\"Cannot patch non-ColumnDataSource\");M=a.patches,P.push(i.patch(M));break;case\"RootAdded\":j=a.model.id,E=T[j],P.push(this.add_root(E,r));break;case\"RootRemoved\":j=a.model.id,E=T[j],P.push(this.remove_root(E,r));break;case\"TitleChanged\":P.push(this.set_title(a.title,r));break;default:throw new Error(\"Unknown patch event \"+JSON.stringify(a))}return P},t}()},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var 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this.set_data(this.model.source)}),this.connect(this.model.source.change,function(){return this.set_data(this.model.source)})},e.prototype.set_data=function(t){return e.__super__.set_data.call(this,t),this.visuals.warm_cache(t),this.plot_view.request_render()},e.prototype._map_data=function(){var t,e,r,n,i,o,s,a,l,u,c,_;return c=this.plot_view.frame.xscales[this.model.x_range_name],_=this.plot_view.frame.yscales[this.model.y_range_name],l=\"height\"===this.model.dimension?_:c,o=\"height\"===this.model.dimension?c:_,r=\"data\"===this.model.lower.units?l.v_compute(this._lower):this._lower,i=\"data\"===this.model.upper.units?l.v_compute(this._upper):this._upper,t=\"data\"===this.model.base.units?o.v_compute(this._base):this._base,u=this.model._normals(),s=u[0],a=u[1],e=[r,t],n=[i,t],this._lower_sx=this.plot_model.canvas.v_vx_to_sx(e[s]),this._lower_sy=this.plot_model.canvas.v_vy_to_sy(e[a]),this._upper_sx=this.plot_model.canvas.v_vx_to_sx(n[s]),this._upper_sy=this.plot_model.canvas.v_vy_to_sy(n[a])},e.prototype.render=function(){var t,e,r,n,i,o,s,a,l,u;if(this.model.visible){for(this._map_data(),t=this.plot_view.canvas_view.ctx,t.beginPath(),t.moveTo(this._lower_sx[0],this._lower_sy[0]),e=r=0,s=this._lower_sx.length;0<=s?r<s:r>s;e=0<=s?++r:--r)t.lineTo(this._lower_sx[e],this._lower_sy[e]);for(e=n=a=this._upper_sx.length-1;a<=0?n<=0:n>=0;e=a<=0?++n:--n)t.lineTo(this._upper_sx[e],this._upper_sy[e]);for(t.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_value(t),t.fill()),t.beginPath(),t.moveTo(this._lower_sx[0],this._lower_sy[0]),e=i=0,l=this._lower_sx.length;0<=l?i<l:i>l;e=0<=l?++i:--i)t.lineTo(this._lower_sx[e],this._lower_sy[e]);for(this.visuals.line.doit&&(this.visuals.line.set_value(t),t.stroke()),t.beginPath(),t.moveTo(this._upper_sx[0],this._upper_sy[0]),e=o=0,u=this._upper_sx.length;0<=u?o<u:o>u;e=0<=u?++o:--o)t.lineTo(this._upper_sx[e],this._upper_sy[e]);return this.visuals.line.doit?(this.visuals.line.set_value(t),t.stroke()):void 0}},e}(o.AnnotationView),r.Band=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.BandView,e.prototype.type=\"Band\",e.mixins([\"line\",\"fill\"]),e.define({lower:[a.DistanceSpec],upper:[a.DistanceSpec],base:[a.DistanceSpec],dimension:[a.Dimension,\"height\"],source:[a.Instance,function(){return new s.ColumnDataSource}],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),e.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3}),e.prototype._normals=function(){var t,e,r,n;return\"height\"===this.dimension?(r=[1,0],t=r[0],e=r[1]):(n=[0,1],t=n[0],e=n[1]),[t,e]},e}(o.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(49),s=t(18),a=t(4),l=t(13),u=t(40);r.BoxAnnotationView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.plot_view.canvas_overlays.appendChild(this.el),this.el.classList.add(\"bk-shading\"),a.hide(this.el)},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),\"css\"===this.model.render_mode?(this.connect(this.model.change,function(){return this.render()}),this.connect(this.model.data_update,function(){return this.render()})):(this.connect(this.model.change,function(t){return function(){return t.plot_view.request_render()}}(this)),this.connect(this.model.data_update,function(t){return function(){return t.plot_view.request_render()}}(this)))},e.prototype.render=function(){var t,e,r,n,i,o,s,l;if(this.model.visible||\"css\"!==this.model.render_mode||a.hide(this.el),this.model.visible)return null==this.model.left&&null==this.model.right&&null==this.model.top&&null==this.model.bottom?(a.hide(this.el),null):(e=this.plot_model.frame,t=this.plot_model.canvas,s=this.plot_view.frame.xscales[this.model.x_range_name],l=this.plot_view.frame.yscales[this.model.y_range_name],n=t.vx_to_sx(this._calc_dim(this.model.left,this.model.left_units,s,e.h_range.start)),i=t.vx_to_sx(this._calc_dim(this.model.right,this.model.right_units,s,e.h_range.end)),r=t.vy_to_sy(this._calc_dim(this.model.bottom,this.model.bottom_units,l,e.v_range.start)),o=t.vy_to_sy(this._calc_dim(this.model.top,this.model.top_units,l,e.v_range.end)),\"css\"===this.model.render_mode?this._css_box(n,i,r,o):this._canvas_box(n,i,r,o))},e.prototype._css_box=function(t,e,r,n){var i,o,s;return s=Math.abs(e-t),o=Math.abs(r-n),this.el.style.left=t+\"px\",this.el.style.width=s+\"px\",this.el.style.top=n+\"px\",this.el.style.height=o+\"px\",this.el.style.borderWidth=this.model.line_width.value+\"px\",this.el.style.borderColor=this.model.line_color.value,this.el.style.backgroundColor=this.model.fill_color.value,this.el.style.opacity=this.model.fill_alpha.value,i=this.model.line_dash,u.isArray(i)&&(i=i.length<2?\"solid\":\"dashed\"),u.isString(i)&&(this.el.style.borderStyle=i),a.show(this.el)},e.prototype._canvas_box=function(t,e,r,n){var i;return i=this.plot_view.canvas_view.ctx,i.save(),i.beginPath(),i.rect(t,n,e-t,r-n),this.visuals.fill.set_value(i),i.fill(),this.visuals.line.set_value(i),i.stroke(),i.restore()},e.prototype._calc_dim=function(t,e,r,n){var i;return i=null!=t?\"data\"===e?r.compute(t):t:n},e}(o.AnnotationView),r.BoxAnnotation=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.BoxAnnotationView,e.prototype.type=\"BoxAnnotation\",e.mixins([\"line\",\"fill\"]),e.define({render_mode:[l.RenderMode,\"canvas\"],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"],top:[l.Number,null],top_units:[l.SpatialUnits,\"data\"],bottom:[l.Number,null],bottom_units:[l.SpatialUnits,\"data\"],left:[l.Number,null],left_units:[l.SpatialUnits,\"data\"],right:[l.Number,null],right_units:[l.SpatialUnits,\"data\"]}),e.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3}),e.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r),this.data_update=new s.Signal(this,\"data_update\")},e.prototype.update=function(t){var e,r,n,i;return r=t.left,n=t.right,i=t.top,e=t.bottom,this.setv({left:r,right:n,top:i,bottom:e},{silent:!0}),this.data_update.emit()},e}(o.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i,o,s=function(t,e){function r(){this.constructor=t}for(var n in e)a.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},a={}.hasOwnProperty,l=t(49),u=t(175),c=t(88),_=t(141),h=t(163),p=t(164),d=t(155),f=t(13),y=t(38),m=t(20),v=t(28),g=t(40);o=25,i=.3,n=.8,r.ColorBarView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this._set_canvas_image()},e.prototype.connect_signals=function(){if(e.__super__.connect_signals.call(this),this.connect(this.model.properties.visible.change,function(t){return function(){return t.plot_view.request_render()}}(this)),this.connect(this.model.ticker.change,function(t){return function(){return t.plot_view.request_render()}}(this)),this.connect(this.model.formatter.change,function(t){return function(){return t.plot_view.request_render()}}(this)),null!=this.model.color_mapper)return this.connect(this.model.color_mapper.change,function(){return this._set_canvas_image(),this.plot_view.request_render()})},e.prototype._get_panel_offset=function(){var t,e;return t=this.model.panel._left.value,e=this.model.panel._top.value,{x:t,y:-e}},e.prototype._get_size=function(){var t,e;if(null!=this.model.color_mapper)return t=this.compute_legend_dimensions(),e=this.model.panel.side,\"above\"===e||\"below\"===e?t.height:\"left\"===e||\"right\"===e?t.width:void 0},e.prototype._set_canvas_image=function(){var t,e,r,n,i,o,s,a,l,u,c,h,p;if(null!=this.model.color_mapper){switch(a=this.model.color_mapper.palette,\"vertical\"===this.model.orientation&&(a=a.slice(0).reverse()),this.model.orientation){case\"vertical\":l=[1,a.length],p=l[0],i=l[1];break;case\"horizontal\":u=[a.length,1],p=u[0],i=u[1]}return r=document.createElement(\"canvas\"),c=[p,i],r.width=c[0],r.height=c[1],o=r.getContext(\"2d\"),s=o.getImageData(0,0,p,i),n=new _.LinearColorMapper({palette:a}),t=n.v_map_screen(function(){h=[];for(var t=0,e=a.length;0<=e?t<e:t>e;0<=e?t++:t--)h.push(t);return h}.apply(this)),e=new Uint8Array(t),s.data.set(e),o.putImageData(s,0,0),this.image=r}},e.prototype.compute_legend_dimensions=function(){var t,e,r,n,i,o,s,a,l,u;switch(t=this.model._computed_image_dimensions(),a=[t.height,t.width],e=a[0],r=a[1],n=this._get_label_extent(),u=this.model._title_extent(),l=this.model._tick_extent(),s=this.model.padding,this.model.orientation){case\"vertical\":i=e+u+2*s,o=r+l+n+2*s;break;case\"horizontal\":i=e+u+l+n+2*s,o=r+2*s}return{height:i,width:o}},e.prototype.compute_legend_location=function(){var t,e,r,n,i,o,s,a,l,u,c,_;if(e=this.compute_legend_dimensions(),s=[e.height,e.width],r=s[0],i=s[1],n=this.model.margin,o=this.model.location,t=this.plot_view.frame.h_range,u=this.plot_view.frame.v_range,g.isString(o))switch(o){case\"top_left\":c=t.start+n,_=u.end-n;break;case\"top_center\":c=(t.end+t.start)/2-i/2,_=u.end-n;break;case\"top_right\":c=t.end-n-i,_=u.end-n;break;case\"center_right\":c=t.end-n-i,_=(u.end+u.start)/2+r/2;break;case\"bottom_right\":c=t.end-n-i,_=u.start+n+r;break;case\"bottom_center\":c=(t.end+t.start)/2-i/2,_=u.start+n+r;break;case\"bottom_left\":c=t.start+n,_=u.start+n+r;break;case\"center_left\":c=t.start+n,_=(u.end+u.start)/2+r/2;break;case\"center\":c=(t.end+t.start)/2-i/2,_=(u.end+u.start)/2+r/2}else g.isArray(o)&&2===o.length&&(c=o[0],_=o[1]);return a=this.plot_view.canvas.vx_to_sx(c),l=this.plot_view.canvas.vy_to_sy(_),{sx:a,sy:l}},e.prototype.render=function(){var t,e,r,n,i,o;if(this.model.visible&&null!=this.model.color_mapper)return t=this.plot_view.canvas_view.ctx,t.save(),null!=this.model.panel&&(i=this._get_panel_offset(),t.translate(i.x,i.y),e=this._get_frame_offset(),t.translate(e.x,e.y)),n=this.compute_legend_location(),t.translate(n.sx,n.sy),this._draw_bbox(t),r=this._get_image_offset(),t.translate(r.x,r.y),this._draw_image(t),null!=this.model.color_mapper.low&&null!=this.model.color_mapper.high&&(o=this.model.tick_info(),this._draw_major_ticks(t,o),this._draw_minor_ticks(t,o),this._draw_major_labels(t,o)),this.model.title&&this._draw_title(t),t.restore()},e.prototype._draw_bbox=function(t){var e;return 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;return e=this.model._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){var r,n,i,o,s,a,l,u,c,_,h,p,d,f,y;if(this.visuals.major_tick_line.doit){for(a=this.model._normals(),o=a[0],s=a[1],n=this.model._computed_image_dimensions(),l=[n.width*o,n.height*s],f=l[0],y=l[1],u=e.coords.major,_=u[0],h=u[1],p=this.model.major_tick_in,d=this.model.major_tick_out,t.save(),t.translate(f,y),this.visuals.major_tick_line.set_value(t),r=i=0,c=_.length;0<=c?i<c:i>c;r=0<=c?++i:--i)t.beginPath(),t.moveTo(Math.round(_[r]+o*d),Math.round(h[r]+s*d)),t.lineTo(Math.round(_[r]-o*p),Math.round(h[r]-s*p)),t.stroke();return t.restore()}},e.prototype._draw_minor_ticks=function(t,e){var r,n,i,o,s,a,l,u,c,_,h,p,d,f,y;if(this.visuals.minor_tick_line.doit){for(a=this.model._normals(),o=a[0],s=a[1],n=this.model._computed_image_dimensions(),l=[n.width*o,n.height*s],f=l[0],y=l[1],u=e.coords.minor,_=u[0],h=u[1],p=this.model.minor_tick_in,d=this.model.minor_tick_out,t.save(),t.translate(f,y),this.visuals.minor_tick_line.set_value(t),r=i=0,c=_.length;0<=c?i<c:i>c;r=0<=c?++i:--i)t.beginPath(),t.moveTo(Math.round(_[r]+o*d),Math.round(h[r]+s*d)),t.lineTo(Math.round(_[r]-o*p),Math.round(h[r]-s*p)),t.stroke();return t.restore()}},e.prototype._draw_major_labels=function(t,e){var r,n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g;if(this.visuals.major_label_text.doit){for(l=this.model._normals(),s=l[0],a=l[1],i=this.model._computed_image_dimensions(),u=[i.width*s,i.height*a],y=u[0],v=u[1],p=this.model.label_standoff+this.model._tick_extent(),c=[p*s,p*a],m=c[0],g=c[1],_=e.coords.major,d=_[0],f=_[1],r=e.labels.major,this.visuals.major_label_text.set_value(t),t.save(),t.translate(y+m,v+g),n=o=0,h=d.length;0<=h?o<h:o>h;n=0<=h?++o:--o)t.fillText(r[n],Math.round(d[n]+s*this.model.label_standoff),Math.round(f[n]+a*this.model.label_standoff));return t.restore()}},e.prototype._draw_title=function(t){if(this.visuals.title_text.doit)return 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,r,n;if(n=this.model.tick_info().labels.major,null==this.model.color_mapper.low||null==this.model.color_mapper.high||v.isEmpty(n))r=0;else{switch(t=this.plot_view.canvas_view.ctx,t.save(),this.visuals.major_label_text.set_value(t),this.model.orientation){case\"vertical\":r=m.max(function(){var r,i,o;for(o=[],r=0,i=n.length;r<i;r++)e=n[r],o.push(t.measureText(e.toString()).width);return o}());break;case\"horizontal\":r=y.get_text_height(this.visuals.major_label_text.font_value()).height}r+=this.model.label_standoff,t.restore()}return r},e.prototype._get_frame_offset=function(){var t,e,r,n,i;switch(r=[0,0],n=r[0],i=r[1],e=this.model.panel,t=this.plot_view.frame,e.side){case\"left\":case\"right\":i=Math.abs(e._top.value-t._top.value);break;case\"above\":case\"below\":n=Math.abs(t._left.value)}return{x:n,y:i}},e.prototype._get_image_offset=function(){var t,e;return t=this.model.padding,e=this.model.padding+this.model._title_extent(),{x:t,y:e}},e}(l.AnnotationView),r.ColorBar=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.default_view=r.ColorBarView,e.prototype.type=\"ColorBar\",e.mixins([\"text:major_label_\",\"text:title_\",\"line:major_tick_\",\"line:minor_tick_\",\"line:border_\",\"line:bar_\",\"fill:background_\"]),e.define({location:[f.Any,\"top_right\"],orientation:[f.Orientation,\"vertical\"],title:[f.String],title_standoff:[f.Number,2],height:[f.Any,\"auto\"],width:[f.Any,\"auto\"],scale_alpha:[f.Number,1],ticker:[f.Instance,function(){return new u.BasicTicker}],formatter:[f.Instance,function(){return new c.BasicTickFormatter}],major_label_overrides:[f.Any,{}],color_mapper:[f.Instance],label_standoff:[f.Number,5],margin:[f.Number,30],padding:[f.Number,10],major_tick_in:[f.Number,5],major_tick_out:[f.Number,0],minor_tick_in:[f.Number,0],minor_tick_out:[f.Number,0]}),e.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.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r)},e.prototype._normals=function(){var t,e,r,n;return\"vertical\"===this.orientation?(r=[1,0],t=r[0],e=r[1]):(n=[0,1],t=n[0],e=n[1]),[t,e]},e.prototype._title_extent=function(){var t,e;return t=this.title_text_font+\" \"+this.title_text_font_size+\" \"+this.title_text_font_style,e=this.title?y.get_text_height(t).height+this.title_standoff:0},e.prototype._tick_extent=function(){var t;return t=null!=this.color_mapper.low&&null!=this.color_mapper.high?m.max([this.major_tick_out,this.minor_tick_out]):0},e.prototype._computed_image_dimensions=function(){var t,e,r,s,a;switch(t=this.plot.plot_canvas.frame._height.value,e=this.plot.plot_canvas.frame._width.value,s=this._title_extent(),this.orientation){case\"vertical\":\"auto\"===this.height?null!=this.panel?r=t-2*this.padding-s:(r=m.max([this.color_mapper.palette.length*o,t*i]),r=m.min([r,t*n-2*this.padding-s])):r=this.height,a=\"auto\"===this.width?o:this.width;break;case\"horizontal\":r=\"auto\"===this.height?o:this.height,\"auto\"===this.width?null!=this.panel?a=e-2*this.padding:(a=m.max([this.color_mapper.palette.length*o,e*i]),a=m.min([a,e*n-2*this.padding])):a=this.width}return{height:r,width:a}},e.prototype._tick_coordinate_scale=function(t){var e,r;switch(e={source_range:new d.Range1d({start:this.color_mapper.low,end:this.color_mapper.high}),target_range:new d.Range1d({start:0,end:t})},this.color_mapper.type){case\"LinearColorMapper\":r=new h.LinearScale(e);break;case\"LogColorMapper\":r=new p.LogScale(e)}return r},e.prototype._format_major_labels=function(t,e){var r,n,i,o,s;for(o=t,r=this.formatter.doFormat(o,null),n=i=0,s=e.length;0<=s?i<s:i>s;n=0<=s?++i:--i)e[n]in this.major_label_overrides&&(r[n]=this.major_label_overrides[e[n]]);return r},e.prototype.tick_info=function(){var t,e,r,n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w;switch(o=this._computed_image_dimensions(),this.orientation){case\"vertical\":g=o.height;break;case\"horizontal\":g=o.width}for(v=this._tick_coordinate_scale(g),d=this._normals(),n=d[0],s=d[1],f=[this.color_mapper.low,this.color_mapper.high],b=f[0],r=f[1],w=this.ticker.get_ticks(b,r,null,null,this.ticker.desired_num_ticks),e={major:[[],[]],minor:[[],[]]},_=w.major,p=w.minor,c=e.major,h=e.minor,i=a=0,y=_.length;0<=y?a<y:a>y;i=0<=y?++a:--a)_[i]<b||_[i]>r||(c[n].push(_[i]),c[s].push(0));for(i=l=0,m=p.length;0<=m?l<m:l>m;i=0<=m?++l:--l)p[i]<b||p[i]>r||(h[n].push(p[i]),h[s].push(0));return u={major:this._format_major_labels(c[n].slice(0),_)},c[n]=v.v_compute(c[n]),h[n]=v.v_compute(h[n]),\"vertical\"===this.orientation&&(c[n]=new Float64Array(function(){var e,r,i,o;for(i=c[n],o=[],r=0,e=i.length;r<e;r++)t=i[r],o.push(g-t);return o}()),h[n]=new Float64Array(function(){var e,r,i,o;for(i=h[n],o=[],r=0,e=i.length;r<e;r++)t=i[r],o.push(g-t);return o}())),{ticks:w,coords:e,labels:u}},e}(l.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(49);r.Annotation=n.Annotation;var i=t(50);r.Arrow=i.Arrow;var o=t(51);r.ArrowHead=o.ArrowHead;var s=t(51);r.OpenHead=s.OpenHead;var a=t(51);r.NormalHead=a.NormalHead;var l=t(51);r.TeeHead=l.TeeHead;var u=t(51);r.VeeHead=u.VeeHead;var c=t(52);r.Band=c.Band;var _=t(53);r.BoxAnnotation=_.BoxAnnotation;var h=t(54);r.ColorBar=h.ColorBar;var p=t(56);r.Label=p.Label;var d=t(57);r.LabelSet=d.LabelSet;var f=t(58);r.Legend=f.Legend;var y=t(59);r.LegendItem=y.LegendItem;var m=t(60);r.PolyAnnotation=m.PolyAnnotation;var v=t(61);r.Span=v.Span;var g=t(62);r.TextAnnotation=g.TextAnnotation;var b=t(63);r.Title=b.Title;var w=t(64);r.Tooltip=w.Tooltip;var x=t(65);r.Whisker=x.Whisker},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(62),s=t(4),a=t(13);r.LabelView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.canvas=this.plot_model.canvas,this.visuals.warm_cache(null)},e.prototype._get_size=function(){var t,e,r;return t=this.plot_view.canvas_view.ctx,this.visuals.text.set_value(t),this.model.panel.is_horizontal?e=t.measureText(this.model.text).ascent:r=t.measureText(this.model.text).width},e.prototype.render=function(){var t,e,r,n,i,o,a,l,u,c;if(this.model.visible||\"css\"!==this.model.render_mode||s.hide(this.el),this.model.visible){switch(u=this.plot_view.frame.xscales[this.model.x_range_name],c=this.plot_view.frame.yscales[this.model.y_range_name],e=this.plot_view.canvas_view.ctx,this.model.angle_units){case\"rad\":t=-1*this.model.angle;break;case\"deg\":t=-1*this.model.angle*Math.PI/180}return r=null!=(n=this.model.panel)?n:this.plot_view.frame,a=\"data\"===this.model.x_units?u.compute(this.model.x):this.model.x+r._left.value,l=\"data\"===this.model.y_units?c.compute(this.model.y):this.model.y+r._bottom.value,i=this.canvas.vx_to_sx(a),o=this.canvas.vy_to_sy(l),\"canvas\"===this.model.render_mode?this._canvas_text(e,this.model.text,i+this.model.x_offset,o-this.model.y_offset,t):this._css_text(e,this.model.text,i+this.model.x_offset,o-this.model.y_offset,t)}},e}(o.TextAnnotationView),r.Label=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.LabelView,e.prototype.type=\"Label\",e.mixins([\"text\",\"line:border_\",\"fill:background_\"]),e.define({x:[a.Number],x_units:[a.SpatialUnits,\"data\"],y:[a.Number],y_units:[a.SpatialUnits,\"data\"],text:[a.String],angle:[a.Angle,0],angle_units:[a.AngleUnits,\"rad\"],x_offset:[a.Number,0],y_offset:[a.Number,0],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"],render_mode:[a.RenderMode,\"canvas\"]}),e.override({background_fill_color:null,border_line_color:null}),e}(o.TextAnnotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(62),s=t(168),a=t(4),l=t(13),u=t(40);r.LabelSetView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){var r,n,i,o;if(e.__super__.initialize.call(this,t),this.set_data(this.model.source),\"css\"===this.model.render_mode){for(o=[],r=n=0,i=this._text.length;0<=i?n<i:n>i;r=0<=i?++n:--n)this.title_div=a.div({\"class\":\"bk-annotation-child\",style:{display:\"none\"}}),o.push(this.el.appendChild(this.title_div));return o}},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),\"css\"===this.model.render_mode?(this.connect(this.model.change,function(){return this.set_data(this.model.source),this.render()}),this.connect(this.model.source.streaming,function(){return this.set_data(this.model.source),this.render()}),this.connect(this.model.source.patching,function(){return this.set_data(this.model.source),this.render()}),this.connect(this.model.source.change,function(){return this.set_data(this.model.source),this.render()})):(this.connect(this.model.change,function(){return this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.streaming,function(){return this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.patching,function(){return this.set_data(this.model.source),this.plot_view.request_render()}),this.connect(this.model.source.change,function(){return this.set_data(this.model.source),this.plot_view.request_render()}))},e.prototype.set_data=function(t){return e.__super__.set_data.call(this,t),this.visuals.warm_cache(t)},e.prototype._map_data=function(){var t,e,r,n,i,o;return i=this.plot_view.frame.xscales[this.model.x_range_name],o=this.plot_view.frame.yscales[this.model.y_range_name],r=\"data\"===this.model.x_units?i.v_compute(this._x):this._x.slice(0),t=this.canvas.v_vx_to_sx(r),n=\"data\"===this.model.y_units?o.v_compute(this._y):this._y.slice(0),e=this.canvas.v_vy_to_sy(n),[t,e]},e.prototype.render=function(){var t,e,r,n,i,o,s,l,u,c,_;if(this.model.visible||\"css\"!==this.model.render_mode||a.hide(this.el),this.model.visible){if(t=this.plot_view.canvas_view.ctx,i=this._map_data(),c=i[0],_=i[1],\"canvas\"===this.model.render_mode){for(l=[],e=r=0,o=this._text.length;0<=o?r<o:r>o;e=0<=o?++r:--r)l.push(this._v_canvas_text(t,e,this._text[e],c[e]+this._x_offset[e],_[e]-this._y_offset[e],this._angle[e]));return l}for(u=[],e=n=0,s=this._text.length;0<=s?n<s:n>s;e=0<=s?++n:--n)u.push(this._v_css_text(t,e,this._text[e],c[e]+this._x_offset[e],_[e]-this._y_offset[e],this._angle[e]));return u}},e.prototype._get_size=function(){var t,e,r,n;return t=this.plot_view.canvas_view.ctx,this.visuals.text.set_value(t),r=this.model.panel.side,\"above\"===r||\"below\"===r?e=t.measureText(this._text[0]).ascent:\"left\"===r||\"right\"===r?n=t.measureText(this._text[0]).width:void 0},e.prototype._v_canvas_text=function(t,e,r,n,i,o){var s;return this.visuals.text.set_vectorize(t,e),s=this._calculate_bounding_box_dimensions(t,r),t.save(),t.beginPath(),t.translate(n,i),t.rotate(o),t.rect(s[0],s[1],s[2],s[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(r,0,0)),t.restore()},e.prototype._v_css_text=function(t,e,r,n,i,o){var s,l,c,_;return l=this.el.childNodes[e],l.textContent=r,this.visuals.text.set_vectorize(t,e),s=this._calculate_bounding_box_dimensions(t,r),c=this.visuals.border_line.line_dash.value(),u.isArray(c)&&(_=c.length<2?\"solid\":\"dashed\"),u.isString(c)&&(_=c),this.visuals.border_line.set_vectorize(t,e),this.visuals.background_fill.set_vectorize(t,e),l.style.position=\"absolute\",l.style.left=n+s[0]+\"px\",l.style.top=i+s[1]+\"px\",l.style.color=\"\"+this.visuals.text.text_color.value(),l.style.opacity=\"\"+this.visuals.text.text_alpha.value(),l.style.font=\"\"+this.visuals.text.font_value(),l.style.lineHeight=\"normal\",o&&(l.style.transform=\"rotate(\"+o+\"rad)\"),this.visuals.background_fill.doit&&(l.style.backgroundColor=\"\"+this.visuals.background_fill.color_value()),this.visuals.border_line.doit&&(l.style.borderStyle=\"\"+_,l.style.borderWidth=this.visuals.border_line.line_width.value()+\"px\",l.style.borderColor=\"\"+this.visuals.border_line.color_value()),a.show(l)},e}(o.TextAnnotationView),r.LabelSet=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.LabelSetView,e.prototype.type=\"Label\",e.mixins([\"text\",\"line:border_\",\"fill:background_\"]),e.define({x:[l.NumberSpec],y:[l.NumberSpec],x_units:[l.SpatialUnits,\"data\"],y_units:[l.SpatialUnits,\"data\"],text:[l.StringSpec,{field:\"text\"}],angle:[l.AngleSpec,0],x_offset:[l.NumberSpec,{value:0}],y_offset:[l.NumberSpec,{value:0}],source:[l.Instance,function(){return new s.ColumnDataSource}],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"],render_mode:[l.RenderMode,\"canvas\"]}),e.override({background_fill_color:null,border_line_color:null}),e}(o.TextAnnotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){\n",
       "      function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(49),s=t(13),a=t(38),l=t(21),u=t(20),c=t(28),_=t(40);r.LegendView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t)},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.properties.visible.change,function(t){return function(){return t.plot_view.request_render()}}(this))},e.prototype.compute_legend_bbox=function(){var t,e,r,n,i,o,s,l,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A;for(d=this.model.get_legend_names(),e=this.model.glyph_height,r=this.model.glyph_width,o=this.model.label_height,l=this.model.label_width,this.max_label_height=u.max([a.get_text_height(this.visuals.label_text.font_value()).height,o,e]),t=this.plot_view.canvas_view.ctx,t.save(),this.visuals.label_text.set_value(t),this.text_widths={},i=0,v=d.length;i<v;i++)w=d[i],this.text_widths[w]=u.max([t.measureText(w).width,l]);if(t.restore(),b=u.max(c.values(this.text_widths)),p=this.model.margin,f=this.model.padding,y=this.model.spacing,s=this.model.label_standoff,\"vertical\"===this.model.orientation)h=d.length*this.max_label_height+(d.length-1)*y+2*f,m=b+r+s+2*f;else{m=2*f+(d.length-1)*y,k=this.text_widths;for(w in k)O=k[w],m+=u.max([O,l])+r+s;h=this.max_label_height+2*f}if(x=null!=(M=this.model.panel)?M:this.plot_view.frame,n={start:x._left.value,end:x._right.value},T={start:x._bottom.value,end:x._top.value},g=this.model.location,_.isString(g))switch(g){case\"top_left\":P=n.start+p,A=T.end-p;break;case\"top_center\":P=(n.end+n.start)/2-m/2,A=T.end-p;break;case\"top_right\":P=n.end-p-m,A=T.end-p;break;case\"center_right\":P=n.end-p-m,A=(T.end+T.start)/2+h/2;break;case\"bottom_right\":P=n.end-p-m,A=T.start+p+h;break;case\"bottom_center\":P=(n.end+n.start)/2-m/2,A=T.start+p+h;break;case\"bottom_left\":P=n.start+p,A=T.start+p+h;break;case\"center_left\":P=n.start+p,A=(T.end+T.start)/2+h/2;break;case\"center\":P=(n.end+n.start)/2-m/2,A=(T.end+T.start)/2+h/2}else _.isArray(g)&&2===g.length&&(P=g[0],A=g[1],\"left\"===(S=x.side)||\"right\"===S||\"above\"===S||\"below\"===S?(P+=n.start,A+=T.end):(P+=n.start,A+=T.start));return P=this.plot_view.canvas.vx_to_sx(P),A=this.plot_view.canvas.vy_to_sy(A),{x:P,y:A,width:m,height:h}},e.prototype.bbox=function(){var t,e,r,n,i;return e=this.compute_legend_bbox(),n=e.x,i=e.y,r=e.width,t=e.height,new l.BBox({x0:n,y0:i,x1:n+r,y1:i+t})},e.prototype.on_hit=function(t,e){var r,n,i,o,s,a,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A,j,E,z,C,N,D;for(i=this.model.glyph_height,o=this.model.glyph_width,m=this.model.spacing,d=this.model.label_standoff,z=D=this.model.padding,y=this.compute_legend_bbox(),P=\"vertical\"===this.model.orientation,k=this.model.items,a=0,v=k.length;a<v;a++)for(u=k[a],f=u.get_labels_list_from_label_prop(),n=u.get_field_from_label_prop(),c=0,g=f.length;c<g;c++){if(p=f[c],j=y.x+z,C=y.y+D,E=j+o,N=C+i,P?(M=[y.width-2*this.model.padding,this.max_label_height],A=M[0],s=M[1]):(S=[this.text_widths[p]+o+d,this.max_label_height],A=S[0],s=S[1]),r=new l.BBox({x0:j,y0:C,x1:j+A,y1:C+s}),r.contains(t,e)){switch(this.model.click_policy){case\"hide\":for(T=u.renderers,_=0,b=T.length;_<b;_++)x=T[_],x.visible=!x.visible;break;case\"mute\":for(O=u.renderers,h=0,w=O.length;h<w;h++)x=O[h],x.muted=!x.muted}return!0}P?D+=this.max_label_height+m:z+=this.text_widths[p]+o+d+m}return!1},e.prototype.render=function(){var t,e;if(this.model.visible&&0!==this.model.items.length)return e=this.plot_view.canvas_view.ctx,t=this.compute_legend_bbox(),e.save(),this._draw_legend_box(e,t),this._draw_legend_items(e,t),e.restore()},e.prototype._draw_legend_box=function(t,e){if(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)return this.visuals.border_line.set_value(t),t.stroke()},e.prototype._draw_legend_items=function(t,e){var r,n,i,o,s,a,l,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A,j,E,z;for(i=this.model.glyph_height,o=this.model.glyph_width,f=this.model.spacing,p=this.model.label_standoff,A=z=this.model.padding,M=\"vertical\"===this.model.orientation,b=this.model.items,a=0,y=b.length;a<y;a++)if(l=b[a],d=l.get_labels_list_from_label_prop(),n=l.get_field_from_label_prop(),0!==d.length)for(r=function(){switch(this.model.click_policy){case\"none\":return!0;case\"hide\":return u.all(l.renderers,function(t){return t.visible});case\"mute\":return u.all(l.renderers,function(t){return!t.muted})}}.call(this),c=0,m=d.length;c<m;c++){for(h=d[c],O=e.x+A,j=e.y+z,P=O+o,E=j+i,M?z+=this.max_label_height+f:A+=this.text_widths[h]+o+p+f,this.visuals.label_text.set_value(t),t.fillText(h,P+p,j+this.max_label_height/2),w=l.renderers,_=0,v=w.length;_<v;_++)g=w[_],S=this.plot_view.renderer_views[g.id],S.draw_legend(t,O,P,j,E,n,h);r||(M?(x=[e.width-2*this.model.padding,this.max_label_height],T=x[0],s=x[1]):(k=[this.text_widths[h]+o+p,this.max_label_height],T=k[0],s=k[1]),t.beginPath(),t.rect(O,j,T,s),this.visuals.inactive_fill.set_value(t),t.fill())}return null},e.prototype._get_size=function(){var t,e;return t=this.compute_legend_bbox(),e=this.model.panel.side,\"above\"===e||\"below\"===e?t.height:\"left\"===e||\"right\"===e?t.width:void 0},e}(o.AnnotationView),r.Legend=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.LegendView,e.prototype.type=\"Legend\",e.prototype.cursor=function(){return\"none\"===this.click_policy?null:\"pointer\"},e.prototype.get_legend_names=function(){var t,e,r,n,i,o;for(n=[],o=this.items,t=0,i=o.length;t<i;t++)e=o[t],r=e.get_labels_list_from_label_prop(),n=n.concat(r);return n},e.mixins([\"text:label_\",\"fill:inactive_\",\"line:border_\",\"fill:background_\"]),e.define({orientation:[s.Orientation,\"vertical\"],location:[s.Any,\"top_right\"],label_standoff:[s.Number,5],glyph_height:[s.Number,20],glyph_width:[s.Number,20],label_height:[s.Number,20],label_width:[s.Number,20],margin:[s.Number,10],padding:[s.Number,10],spacing:[s.Number,3],items:[s.Array,[]],click_policy:[s.Any,\"none\"]}),e.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:.9,label_text_font_size:\"10pt\",label_text_baseline:\"middle\"}),e}(o.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){return function(){return t.apply(e,arguments)}},i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=[].indexOf||function(t){for(var e=0,r=this.length;e<r;e++)if(e in this&&this[e]===t)return e;return-1},a=t(48),l=t(13),u=t(12),c=t(20),_=t(168);r.LegendItem=function(t){function e(){return this.get_labels_list_from_label_prop=n(this.get_labels_list_from_label_prop,this),this.get_field_from_label_prop=n(this.get_field_from_label_prop,this),e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.type=\"LegendItem\",e.prototype._check_data_sources_on_renderers=function(){var t,e,r,n,i,o;if(t=this.get_field_from_label_prop(),null!=t){if(this.renderers.length<1)return!1;if(o=this.renderers[0].data_source,null!=o)for(i=this.renderers,e=0,r=i.length;e<r;e++)if(n=i[e],n.data_source!==o)return!1}return!0},e.prototype._check_field_label_on_data_source=function(){var t,e;if(t=this.get_field_from_label_prop(),null!=t){if(this.renderers.length<1)return!1;if(e=this.renderers[0].data_source,null!=e&&s.call(e.columns(),t)<0)return!1}return!0},e.prototype.initialize=function(t,r){var n,i;if(e.__super__.initialize.call(this,t,r),n=this._check_data_sources_on_renderers(),n||u.logger.error(\"Non matching data sources on legend item renderers\"),i=this._check_field_label_on_data_source(),!i)return u.logger.error(\"Bad column name on label: \"+this.label)},e.define({label:[l.StringSpec,null],renderers:[l.Array,[]]}),e.prototype.get_field_from_label_prop=function(){if(null!=this.label&&null!=this.label.field)return this.label.field},e.prototype.get_labels_list_from_label_prop=function(){var t,e,r;if(null!=this.label&&null!=this.label.value)return[this.label.value];if(e=this.get_field_from_label_prop(),null!=e){if(!this.renderers[0]||null==this.renderers[0].data_source)return[\"No source found\"];if(r=this.renderers[0].data_source,r instanceof _.ColumnDataSource)return t=r.get_column(e),null!=t?c.uniq(t):[\"Invalid field\"]}return[]},e}(a.Model)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(49),s=t(18),a=t(13);r.PolyAnnotationView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.change,function(t){return function(){return t.plot_view.request_render()}}(this)),this.connect(this.model.data_update,function(t){return function(){return t.plot_view.request_render()}}(this))},e.prototype.render=function(t){var e,r,n,i,o,s,a,l,u,c;if(this.model.visible){if(u=this.model.xs,c=this.model.ys,u.length!==c.length)return null;if(u.length<3||c.length<3)return null;for(e=this.plot_view.canvas,t=this.plot_view.canvas_view.ctx,r=n=0,i=u.length;0<=i?n<i:n>i;r=0<=i?++n:--n)\"screen\"===this.model.xs_units&&(a=u[r]),\"screen\"===this.model.ys_units&&(l=c[r]),o=e.vx_to_sx(a),s=e.vy_to_sy(l),0===r?(t.beginPath(),t.moveTo(o,s)):t.lineTo(o,s);return t.closePath(),this.visuals.line.doit&&(this.visuals.line.set_value(t),t.stroke()),this.visuals.fill.doit?(this.visuals.fill.set_value(t),t.fill()):void 0}},e}(o.AnnotationView),r.PolyAnnotation=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.PolyAnnotationView,e.prototype.type=\"PolyAnnotation\",e.mixins([\"line\",\"fill\"]),e.define({xs:[a.Array,[]],xs_units:[a.SpatialUnits,\"data\"],ys:[a.Array,[]],ys_units:[a.SpatialUnits,\"data\"],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),e.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3}),e.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r),this.data_update=new s.Signal(this,\"data_update\")},e.prototype.update=function(t){var e,r;return e=t.xs,r=t.ys,this.setv({xs:e,ys:r},{silent:!0}),this.data_update.emit()},e}(o.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(49),s=t(4),a=t(13);r.SpanView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.plot_view.canvas_overlays.appendChild(this.el),this.el.style.position=\"absolute\",s.hide(this.el)},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.model.for_hover?this.connect(this.model.properties.computed_location.change,function(){return this._draw_span()}):\"canvas\"===this.model.render_mode?(this.connect(this.model.change,function(t){return function(){return t.plot_view.request_render()}}(this)),this.connect(this.model.properties.location.change,function(t){return function(){return t.plot_view.request_render()}}(this))):(this.connect(this.model.change,function(){return this.render()}),this.connect(this.model.properties.location.change,function(){return this._draw_span()}))},e.prototype.render=function(){if(this.model.visible||\"css\"!==this.model.render_mode||s.hide(this.el),this.model.visible)return this._draw_span()},e.prototype._draw_span=function(){var t,e,r,n,i,o,a,l,u,c;return i=this.model.for_hover?this.model.computed_location:this.model.location,null==i?void s.hide(this.el):(r=this.plot_model.frame,t=this.plot_model.canvas,u=this.plot_view.frame.xscales[this.model.x_range_name],c=this.plot_view.frame.yscales[this.model.y_range_name],\"width\"===this.model.dimension?(a=t.vy_to_sy(this._calc_dim(i,c)),o=t.vx_to_sx(r._left.value),l=r._width.value,n=this.model.properties.line_width.value()):(a=t.vy_to_sy(r._top.value),o=t.vx_to_sx(this._calc_dim(i,u)),l=this.model.properties.line_width.value(),n=r._height.value),\"css\"===this.model.render_mode?(this.el.style.top=a+\"px\",this.el.style.left=o+\"px\",this.el.style.width=l+\"px\",this.el.style.height=n+\"px\",this.el.style.zIndex=1e3,this.el.style.backgroundColor=this.model.properties.line_color.value(),this.el.style.opacity=this.model.properties.line_alpha.value(),s.show(this.el)):\"canvas\"===this.model.render_mode?(e=this.plot_view.canvas_view.ctx,e.save(),e.beginPath(),this.visuals.line.set_value(e),e.moveTo(o,a),\"width\"===this.model.dimension?e.lineTo(o+l,a):e.lineTo(o,a+n),e.stroke(),e.restore()):void 0)},e.prototype._calc_dim=function(t,e){var r;return r=\"data\"===this.model.location_units?e.compute(t):t},e}(o.AnnotationView),r.Span=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.SpanView,e.prototype.type=\"Span\",e.mixins([\"line\"]),e.define({render_mode:[a.RenderMode,\"canvas\"],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"],location:[a.Number,null],location_units:[a.SpatialUnits,\"data\"],dimension:[a.Dimension,\"width\"]}),e.override({line_color:\"black\"}),e.internal({for_hover:[a.Boolean,!1],computed_location:[a.Number,null]}),e}(o.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(49),s=t(4),a=t(40),l=t(38);r.TextAnnotationView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){if(e.__super__.initialize.call(this,t),this.canvas=this.plot_model.canvas,this.frame=this.plot_model.frame,\"css\"===this.model.render_mode)return this.el.classList.add(\"bk-annotation\"),this.plot_view.canvas_overlays.appendChild(this.el)},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),\"css\"===this.model.render_mode?this.connect(this.model.change,function(){return this.render()}):this.connect(this.model.change,function(t){return function(){return t.plot_view.request_render()}}(this))},e.prototype._calculate_text_dimensions=function(t,e){var r,n;return n=t.measureText(e).width,r=l.get_text_height(this.visuals.text.font_value()).height,[n,r]},e.prototype._calculate_bounding_box_dimensions=function(t,e){var r,n,i,o,s;switch(n=this._calculate_text_dimensions(t,e),i=n[0],r=n[1],t.textAlign){case\"left\":o=0;break;case\"center\":o=-i/2;break;case\"right\":o=-i}switch(t.textBaseline){case\"top\":s=0;break;case\"middle\":s=-.5*r;break;case\"bottom\":s=-1*r;break;case\"alphabetic\":s=-.8*r;break;case\"hanging\":s=-.17*r;break;case\"ideographic\":s=-.83*r}return[o,s,i,r]},e.prototype._get_size=function(){var t;return t=this.plot_view.canvas_view.ctx,this.visuals.text.set_value(t),t.measureText(this.model.text).ascent},e.prototype.render=function(){return null},e.prototype._canvas_text=function(t,e,r,n,i){var o;return this.visuals.text.set_value(t),o=this._calculate_bounding_box_dimensions(t,e),t.save(),t.beginPath(),t.translate(r,n),i&&t.rotate(i),t.rect(o[0],o[1],o[2],o[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,r,n,i){var o,l,u;return s.hide(this.el),this.visuals.text.set_value(t),o=this._calculate_bounding_box_dimensions(t,e),l=this.visuals.border_line.line_dash.value(),a.isArray(l)&&(u=l.length<2?\"solid\":\"dashed\"),a.isString(l)&&(u=l),this.visuals.border_line.set_value(t),this.visuals.background_fill.set_value(t),this.el.style.position=\"absolute\",this.el.style.left=r+o[0]+\"px\",this.el.style.top=n+o[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\",i&&(this.el.style.transform=\"rotate(\"+i+\"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=\"\"+u,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,s.show(this.el)},e}(o.AnnotationView),r.TextAnnotation=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"TextAnnotation\",e.prototype.default_view=r.TextAnnotationView,e}(o.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(62),s=t(4),a=t(13),l=t(44);r.TitleView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){var r;return e.__super__.initialize.call(this,t),this.visuals.text=new l.Text(this.model),r=this.plot_view.canvas_view.ctx,r.save(),this.model.panel.apply_label_text_heuristics(r,\"justified\"),this.model.text_baseline=r.textBaseline,this.model.text_align=this.model.align,r.restore()},e.prototype._get_computed_location=function(){var t,e,r,n,i,o,s;switch(e=this._calculate_text_dimensions(this.plot_view.canvas_view.ctx,this.text),s=e[0],t=e[1],this.model.panel.side){case\"left\":i=this.model.panel._left.value,o=this._get_text_location(this.model.align,this.frame.v_range)+this.model.offset;break;case\"right\":i=this.model.panel._right.value,o=this.canvas._height.value-this._get_text_location(this.model.align,this.frame.v_range)-this.model.offset;break;case\"above\":i=this._get_text_location(this.model.align,this.frame.h_range)+this.model.offset,o=this.model.panel._top.value-10;break;case\"below\":i=this._get_text_location(this.model.align,this.frame.h_range)+this.model.offset,o=this.model.panel._bottom.value}return r=this.canvas.vx_to_sx(i),n=this.canvas.vy_to_sy(o),[r,n]},e.prototype._get_text_location=function(t,e){var r;switch(t){case\"left\":r=e.start;break;case\"center\":r=(e.end+e.start)/2;break;case\"right\":r=e.end}return r},e.prototype.render=function(){var t,e,r,n,i;if(this.model.visible||\"css\"!==this.model.render_mode||s.hide(this.el),this.model.visible&&(t=this.model.panel.get_label_angle_heuristic(\"parallel\"),r=this._get_computed_location(),n=r[0],i=r[1],e=this.plot_view.canvas_view.ctx,\"\"!==this.model.text&&null!==this.model.text))return\"canvas\"===this.model.render_mode?this._canvas_text(e,this.model.text,n,i,t):this._css_text(e,this.model.text,n,i,t)},e.prototype._get_size=function(){var t,e;return e=this.model.text,\"\"===e||null===e?0:(t=this.plot_view.canvas_view.ctx,this.visuals.text.set_value(t),t.measureText(e).ascent+10)},e}(o.TextAnnotationView),r.Title=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.TitleView,e.prototype.type=\"Title\",e.mixins([\"line:border_\",\"fill:background_\"]),e.define({text:[a.String],text_font:[a.Font,\"helvetica\"],text_font_size:[a.FontSizeSpec,\"10pt\"],text_font_style:[a.FontStyle,\"bold\"],text_color:[a.ColorSpec,\"#444444\"],text_alpha:[a.NumberSpec,1],align:[a.TextAlign,\"left\"],offset:[a.Number,0],render_mode:[a.RenderMode,\"canvas\"]}),e.override({background_fill_color:null,border_line_color:null}),e.internal({text_align:[a.TextAlign,\"left\"],text_baseline:[a.TextBaseline,\"bottom\"]}),e}(o.TextAnnotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(49),s=t(4),a=t(13);r.TooltipView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.className=\"bk-tooltip\",e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.plot_view.canvas_overlays.appendChild(this.el),this.el.style.zIndex=1010,s.hide(this.el)},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.properties.data.change,function(){return this._draw_tips()})},e.prototype.render=function(){if(this.model.visible)return this._draw_tips()},e.prototype._draw_tips=function(){var t,e,r,n,i,o,a,l,u,c,_,h,p,d,f,y,m,v;if(i=this.model.data,s.empty(this.el),s.hide(this.el),this.model.custom?this.el.classList.add(\"bk-tooltip-custom\"):this.el.classList.remove(\"bk-tooltip-custom\"),0!==i.length){for(a=0,u=i.length;a<u;a++)f=i[a],y=f[0],m=f[1],n=f[2],this.model.inner_only&&!this.plot_view.frame.contains(y,m)||(p=s.div({},n),this.el.appendChild(p));switch(_=this.plot_view.model.canvas.vx_to_sx(y),h=this.plot_view.model.canvas.vy_to_sy(m),e=this.model.attachment){case\"horizontal\":v=this.plot_view.frame._width.value,l=this.plot_view.frame._left.value,c=y-l<v/2?\"right\":\"left\";break;case\"vertical\":o=this.plot_view.frame._height.value,r=this.plot_view.frame._bottom.value,c=m-r<o/2?\"below\":\"above\";break;default:c=e}switch(this.el.classList.remove(\"bk-right\"),this.el.classList.remove(\"bk-left\"),this.el.classList.remove(\"bk-above\"),this.el.classList.remove(\"bk-below\"),t=10,s.show(this.el),c){case\"right\":this.el.classList.add(\"bk-left\"),l=_+(this.el.offsetWidth-this.el.clientWidth)+t,d=h-this.el.offsetHeight/2;break;case\"left\":this.el.classList.add(\"bk-right\"),l=_-this.el.offsetWidth-t,d=h-this.el.offsetHeight/2;break;case\"above\":this.el.classList.add(\"bk-above\"),d=h+(this.el.offsetHeight-this.el.clientHeight)+t,l=Math.round(_-this.el.offsetWidth/2);break;case\"below\":this.el.classList.add(\"bk-below\"),d=h-this.el.offsetHeight-t,l=Math.round(_-this.el.offsetWidth/2)}return this.model.show_arrow&&this.el.classList.add(\"bk-tooltip-arrow\"),this.el.childNodes.length>0?(this.el.style.top=d+\"px\",this.el.style.left=l+\"px\"):s.hide(this.el)}},e}(o.AnnotationView),r.Tooltip=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.TooltipView,e.prototype.type=\"Tooltip\",e.define({attachment:[a.String,\"horizontal\"],inner_only:[a.Bool,!0],show_arrow:[a.Bool,!0]}),e.override({level:\"overlay\"}),e.internal({data:[a.Any,[]],custom:[a.Any]}),e.prototype.clear=function(){return this.data=[]},e.prototype.add=function(t,e,r){var n;return n=this.data,n.push([t,e,r]),this.data=n,this.properties.data.change.emit()},e}(o.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(49),s=t(168),a=t(51),l=t(13);r.WhiskerView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.set_data(this.model.source)},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return this.set_data(this.model.source)}),this.connect(this.model.source.patching,function(){return this.set_data(this.model.source)}),this.connect(this.model.source.change,function(){return this.set_data(this.model.source)})},e.prototype.set_data=function(t){return e.__super__.set_data.call(this,t),this.visuals.warm_cache(t),this.plot_view.request_render()},e.prototype._map_data=function(){var t,e,r,n,i,o,s,a,l,u,c,_;return c=this.plot_view.frame.xscales[this.model.x_range_name],_=this.plot_view.frame.yscales[this.model.y_range_name],l=\"height\"===this.model.dimension?_:c,o=\"height\"===this.model.dimension?c:_,r=\"data\"===this.model.lower.units?l.v_compute(this._lower):this._lower,i=\"data\"===this.model.upper.units?l.v_compute(this._upper):this._upper,t=\"data\"===this.model.base.units?o.v_compute(this._base):this._base,u=this.model._normals(),s=u[0],a=u[1],e=[r,t],n=[i,t],this._lower_sx=this.plot_model.canvas.v_vx_to_sx(e[s]),this._lower_sy=this.plot_model.canvas.v_vy_to_sy(e[a]),this._upper_sx=this.plot_model.canvas.v_vx_to_sx(n[s]),this._upper_sy=this.plot_model.canvas.v_vy_to_sy(n[a])},e.prototype.render=function(){var t,e,r,n,i,o,s,a,l,u;if(this.model.visible){if(this._map_data(),e=this.plot_view.canvas_view.ctx,this.visuals.line.doit)for(r=n=0,s=this._lower_sx.length;0<=s?n<s:n>s;r=0<=s?++n:--n)this.visuals.line.set_vectorize(e,r),e.beginPath(),e.moveTo(this._lower_sx[r],this._lower_sy[r]),e.lineTo(this._upper_sx[r],this._upper_sy[r]),e.stroke();if(t=\"height\"===this.model.dimension?0:Math.PI/2,null!=this.model.lower_head)for(r=i=0,a=this._lower_sx.length;0<=a?i<a:i>a;r=0<=a?++i:--i)e.save(),e.translate(this._lower_sx[r],this._lower_sy[r]),e.rotate(t+Math.PI),this.model.lower_head.render(e,r),e.restore();if(null!=this.model.upper_head){for(u=[],r=o=0,l=this._upper_sx.length;0<=l?o<l:o>l;r=0<=l?++o:--o)e.save(),e.translate(this._upper_sx[r],this._upper_sy[r]),e.rotate(t),this.model.upper_head.render(e,r),u.push(e.restore());return u}}},e}(o.AnnotationView),r.Whisker=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.WhiskerView,e.prototype.type=\"Whisker\",e.mixins([\"line\"]),e.define({lower:[l.DistanceSpec],lower_head:[l.Instance,function(){return new a.TeeHead({level:\"underlay\",size:10})}],upper:[l.DistanceSpec],upper_head:[l.Instance,function(){return new a.TeeHead({level:\"underlay\",size:10})}],base:[l.DistanceSpec],dimension:[l.Dimension,\"height\"],source:[l.Instance,function(){return new s.ColumnDataSource}],x_range_name:[l.String,\"default\"],y_range_name:[l.String,\"default\"]}),e.override({level:\"underlay\"}),e.prototype._normals=function(){var t,e,r,n;return\"height\"===this.dimension?(r=[1,0],t=r[0],e=r[1]):(n=[0,1],t=n[0],e=n[1]),[t,e]},e}(o.Annotation)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(10),s=t(158),a=t(160),l=t(12),u=t(13),c=t(20),_=t(40);r.AxisView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.render=function(){var t,e,r;if(this.model.visible!==!1)return e={tick:this._tick_extent(),tick_label:this._tick_label_extents(),axis_label:this._axis_label_extent()},r=this.model.tick_coords,t=this.plot_view.canvas_view.ctx,t.save(),this._draw_rule(t,e),this._draw_major_ticks(t,e,r),this._draw_minor_ticks(t,e,r),this._draw_major_labels(t,e,r),this._draw_axis_label(t,e,r),null!=this._render&&this._render(t,e,r),t.restore()},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.change,function(t){return function(){return t.plot_view.request_render()}}(this))},e.prototype._get_size=function(){return this._tick_extent()+this._tick_label_extent()+this._axis_label_extent()},e.prototype._draw_rule=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f,y,m;if(this.visuals.axis_line.doit){for(a=this.model.rule_coords,d=a[0],y=a[1],l=this.plot_view.map_to_screen(d,y,this.model.x_range_name,this.model.y_range_name),h=l[0],p=l[1],u=this.model.normals,o=u[0],s=u[1],c=this.model.offsets,f=c[0],m=c[1],this.visuals.axis_line.set_value(t),t.beginPath(),t.moveTo(Math.round(h[0]+o*f),Math.round(p[0]+s*m)),n=i=1,_=h.length;1<=_?i<_:i>_;n=1<=_?++i:--i)h=Math.round(h[n]+o*f),p=Math.round(p[n]+s*m),t.lineTo(h,p);t.stroke()}},e.prototype._draw_major_ticks=function(t,e,r){var n,i,o;n=this.model.major_tick_in,i=this.model.major_tick_out,o=this.visuals.major_tick_line,this._draw_ticks(t,r.major,n,i,o)},e.prototype._draw_minor_ticks=function(t,e,r){var n,i,o;n=this.model.minor_tick_in,i=this.model.minor_tick_out,o=this.visuals.minor_tick_line,this._draw_ticks(t,r.minor,n,i,o)},e.prototype._draw_major_labels=function(t,e,r){var n,i,o,s,a;n=r.major,i=this.model.compute_labels(n[this.model.dimension]),o=this.model.major_label_orientation,s=e.tick+this.model.major_label_standoff,a=this.visuals.major_label_text,this._draw_oriented_labels(t,i,n,o,this.model.panel_side,s,a)},e.prototype._draw_axis_label=function(t,e,r){var n,i,o,s,a,l,u,_;null!=this.model.axis_label&&(i=this.model.rule_coords,a=i[0],u=i[1],l=(a[0]+a[a.length-1])/2,_=(u[0]+u[u.length-1])/2,n=[[l],[_]],o=e.tick+c.sum(e.tick_label)+this.model.axis_label_standoff,s=this.visuals.axis_label_text,this._draw_oriented_labels(t,[this.model.axis_label],n,\"parallel\",this.model.panel_side,o,s))},e.prototype._draw_ticks=function(t,e,r,n,i){var o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P;if(i.doit&&0!==e.length)for(S=e[0],O=e[1],p=this.plot_view.map_to_screen(S,O,this.model.x_range_name,this.model.y_range_name),w=p[0],M=p[1],d=this.model.normals,a=d[0],c=d[1],f=this.model.offsets,T=f[0],P=f[1],y=[a*(T-r),c*(P-r)],l=y[0],_=y[1],m=[a*(T+n),c*(P+n)],u=m[0],h=m[1],i.set_value(t),o=s=0,v=w.length;0<=v?s<v:s>v;o=0<=v?++s:--s)g=Math.round(w[o]+u),x=Math.round(M[o]+h),b=Math.round(w[o]+l),k=Math.round(M[o]+_),t.beginPath(),t.moveTo(g,x),t.lineTo(b,k),t.stroke()},e.prototype._draw_oriented_labels=function(t,e,r,n,i,o,s){var a,l,u,c,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T;if(s.doit&&0!==e.length)for(k=r[0],S=r[1],f=this.plot_view.map_to_screen(k,S,this.model.x_range_name,this.model.y_range_name),b=f[0],x=f[1],y=this.model.normals,c=y[0],p=y[1],m=this.model.offsets,M=m[0],T=m[1],h=c*(M+o),d=p*(T+o),s.set_value(t),this.model.panel.apply_label_text_heuristics(t,n),a=_.isString(n)?this.model.panel.get_label_angle_heuristic(n):-n,l=u=0,v=b.length;0<=v?u<v:u>v;l=0<=v?++u:--u)g=Math.round(b[l]+h),w=Math.round(x[l]+d),t.translate(g,w),t.rotate(a),t.fillText(e[l],0,0),t.rotate(-a),t.translate(-g,-w)},e.prototype._axis_label_extent=function(){var t,e;return null==this.model.axis_label||\"\"===this.model.axis_label?0:(t=this.model.axis_label_standoff,e=this.visuals.axis_label_text,this._oriented_labels_extent([this.model.axis_label],\"parallel\",this.model.panel_side,t,e))},e.prototype._tick_extent=function(){return this.model.major_tick_out},e.prototype._tick_label_extent=function(){return c.sum(this._tick_label_extents())},e.prototype._tick_label_extents=function(){var t,e,r,n,i;return t=this.model.tick_coords.major,e=this.model.compute_labels(t[this.model.dimension]),r=this.model.major_label_orientation,n=this.model.major_label_standoff,i=this.visuals.major_label_text,[this._oriented_labels_extent(e,r,this.model.panel_side,n,i)]},e.prototype._tick_label_extent=function(){return c.sum(this._tick_label_extents())},e.prototype._oriented_labels_extent=function(t,e,r,n,i){var o,s,a,l,u,c,h,p,d,f,y,m;if(0===t.length)return 0;for(a=this.plot_view.canvas_view.ctx,i.set_value(a),_.isString(e)?(c=1,o=this.model.panel.get_label_angle_heuristic(e)):(c=2,o=-e),o=Math.abs(o),s=Math.cos(o),f=Math.sin(o),l=0,h=p=0,d=t.length;0<=d?p<d:p>d;h=0<=d?++p:--p)m=1.1*a.measureText(t[h]).width,u=.9*a.measureText(t[h]).ascent,y=\"above\"===r||\"below\"===r?m*f+u/c*s:m*s+u/c*f,y>l&&(l=y);return l>0&&(l+=n),\n",
       "      l},e}(a.RendererView),r.Axis=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.AxisView,e.prototype.type=\"Axis\",e.mixins([\"line:axis_\",\"line:major_tick_\",\"line:minor_tick_\",\"text:major_label_\",\"text:axis_label_\"]),e.define({bounds:[u.Any,\"auto\"],ticker:[u.Instance,null],formatter:[u.Instance,null],x_range_name:[u.String,\"default\"],y_range_name:[u.String,\"default\"],axis_label:[u.String,\"\"],axis_label_standoff:[u.Int,5],major_label_standoff:[u.Int,5],major_label_orientation:[u.Any,\"horizontal\"],major_label_overrides:[u.Any,{}],major_tick_in:[u.Number,2],major_tick_out:[u.Number,6],minor_tick_in:[u.Number,0],minor_tick_out:[u.Number,4]}),e.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\"}),e.internal({panel_side:[u.Any]}),e.prototype.compute_labels=function(t){var e,r,n,i;for(n=this.formatter.doFormat(t,this),e=r=0,i=t.length;0<=i?r<i:r>i;e=0<=i?++r:--r)t[e]in this.major_label_overrides&&(n[e]=this.major_label_overrides[t[e]]);return n},e.prototype.label_info=function(t){var e,r;return r=this.major_label_orientation,e={dim:this.dimension,coords:t,side:this.panel_side,orient:r,standoff:this.major_label_standoff}},e.getters({computed_bounds:function(){return this._computed_bounds()},rule_coords:function(){return this._rule_coords()},tick_coords:function(){return this._tick_coords()},ranges:function(){return this._ranges()},normals:function(){return this.panel._normals},dimension:function(){return this.panel._dim},offsets:function(){return this._offsets()},loc:function(){return this._get_loc()}}),e.prototype.add_panel=function(t){return this.panel=new o.SidePanel({side:t}),this.panel.attach_document(this.document),this.panel_side=t},e.prototype._offsets=function(){var t,e,r,n,i;switch(r=this.panel_side,e=[0,0],n=e[0],i=e[1],t=this.plot.plot_canvas.frame,r){case\"below\":i=Math.abs(this.panel._top.value-t._bottom.value);break;case\"above\":i=Math.abs(this.panel._bottom.value-t._top.value);break;case\"right\":n=Math.abs(this.panel._left.value-t._right.value);break;case\"left\":n=Math.abs(this.panel._right.value-t._left.value)}return[n,i]},e.prototype._ranges=function(){var t,e,r,n;return e=this.dimension,r=(e+1)%2,t=this.plot.plot_canvas.frame,n=[t.x_ranges[this.x_range_name],t.y_ranges[this.y_range_name]],[n[e],n[r]]},e.prototype._computed_bounds=function(){var t,e,r,n,i,o,s,a;return i=this.ranges,r=i[0],t=i[1],a=null!=(o=this.bounds)?o:\"auto\",n=[r.min,r.max],\"auto\"===a?n:_.isArray(a)?(Math.abs(a[0]-a[1])>Math.abs(n[0]-n[1])?(s=Math.max(Math.min(a[0],a[1]),n[0]),e=Math.min(Math.max(a[0],a[1]),n[1])):(s=Math.min(a[0],a[1]),e=Math.max(a[0],a[1])),[s,e]):(l.logger.error(\"user bounds '\"+a+\"' not understood\"),null)},e.prototype._rule_coords=function(){var t,e,r,n,i,o,s,a,l,u,c;return n=this.dimension,i=(n+1)%2,s=this.ranges,o=s[0],e=s[1],a=this.computed_bounds,l=a[0],r=a[1],u=new Array(2),c=new Array(2),t=[u,c],t[n][0]=Math.max(l,o.min),t[n][1]=Math.min(r,o.max),t[n][0]>t[n][1]&&(t[n][0]=t[n][1]=NaN),t[i][0]=this.loc,t[i][1]=this.loc,t},e.prototype._tick_coords=function(){var t,e,r,n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M;for(n=this.dimension,o=(n+1)%2,y=this.ranges,p=y[0],e=y[1],m=this.computed_bounds,w=m[0],r=m[1],x=this.ticker.get_ticks(w,r,p,this.loc,{}),l=x.major,h=x.minor,k=[],M=[],t=[k,M],c=[],_=[],u=[c,_],v=[p.min,p.max],f=v[0],d=v[1],i=s=0,g=l.length;0<=g?s<g:s>g;i=0<=g?++s:--s)l[i]<f||l[i]>d||(t[n].push(l[i]),t[o].push(this.loc));for(i=a=0,b=h.length;0<=b?a<b:a>b;i=0<=b?++a:--a)h[i]<f||h[i]>d||(u[n].push(h[i]),u[o].push(this.loc));return{major:t,minor:u}},e.prototype._get_loc=function(){var t,e,r,n,i,o;switch(i=this.ranges,n=i[0],e=i[1],r=e.start,t=e.end,o=this.panel_side){case\"left\":case\"below\":return e.start;case\"right\":case\"above\":return e.end}},e}(s.GuideRenderer)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(66),s=t(89),a=t(176);r.CategoricalAxisView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._render=function(t,e,r){return this._draw_group_separators(t,e,r)},e.prototype._draw_group_separators=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O;if(v=this.model.ranges,m=v[0],o=v[1],g=this.model.computed_bounds,S=g[0],a=g[1],f=this.model.loc,O=this.model.ticker.get_ticks(S,a,m,f,{}),b=this.model.ranges,m=b[0],o=b[1],m.tops&&!(m.tops.length<2)&&this.visuals.separator_line.doit){for(s=this.model.dimension,n=(s+1)%2,i=[[],[]],c=0,u=h=0,w=m.tops.length-1;0<=w?h<w:h>w;u=0<=w?++h:--h){for(_=p=x=c,k=m.factors.length;x<=k?p<k:p>k;_=x<=k?++p:--p)if(m.factors[_][0]===m.tops[u+1]){M=[m.factors[_-1],m.factors[_]],l=M[0],d=M[1],c=_;break}y=(m.synthetic(l)+m.synthetic(d))/2,y>S&&y<a&&(i[s].push(y),i[n].push(this.model.loc))}T=this._tick_label_extent(),this._draw_ticks(t,i,-3,T-6,this.visuals.separator_line)}},e.prototype._draw_major_labels=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f;for(a=this._get_factor_info(),c=this.model.loc,o=this.model.dimension,n=(o+1)%2,d=e.tick+this.model.major_label_standoff,s=l=0,h=a.length;0<=h?l<h:l>h;s=0<=h?++l:--l)p=a[s],u=p[0],i=p[1],_=p[2],f=p[3],this._draw_oriented_labels(t,u,i,_,this.model.panel_side,d,f),d+=e.tick_label[s]},e.prototype._tick_label_extents=function(){var t,e,r,n,i,o,s,a,l,u;for(n=this._get_factor_info(),r=[],i=0,s=n.length;i<s;i++)l=n[i],o=l[0],t=l[1],a=l[2],u=l[3],e=this._oriented_labels_extent(o,a,this.model.panel_side,this.model.major_label_standoff,u),r.push(e);return r},e.prototype._get_factor_info=function(){var t,e,r,n,i,o,s,a,l,u,c,_,h;return l=this.model.ranges,a=l[0],e=l[1],u=this.model.computed_bounds,c=u[0],r=u[1],o=this.model.loc,_=this.model.ticker.get_ticks(c,r,a,o,{}),t=this.model.tick_coords,n=[],1===a.levels?n.push([_.major,t.major,this.model.major_label_orientation,this.visuals.major_label_text]):2===a.levels?(i=function(){var t,e,r,n;for(r=_.major,n=[],t=0,e=r.length;t<e;t++)h=r[t],n.push(h[1]);return n}(),n.push([i,t.major,this.model.major_label_orientation,this.visuals.major_label_text]),n.push([_.tops,t.tops,\"parallel\",this.visuals.group_text])):3===a.levels&&(i=function(){var t,e,r,n;for(r=_.major,n=[],t=0,e=r.length;t<e;t++)h=r[t],n.push(h[2]);return n}(),s=function(){var t,e,r,n;for(r=_.mids,n=[],t=0,e=r.length;t<e;t++)h=r[t],n.push(h[1]);return n}(),n.push([i,t.major,this.model.major_label_orientation,this.visuals.major_label_text]),n.push([s,t.mids,\"parallel\",this.visuals.subgroup_text]),n.push([_.tops,t.tops,\"parallel\",this.visuals.group_text])),n},e}(o.AxisView),r.CategoricalAxis=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.CategoricalAxisView,e.prototype.type=\"CategoricalAxis\",e.mixins([\"line:separator_\",\"text:group_\",\"text:subgroup_\"]),e.override({ticker:function(){return new a.CategoricalTicker},formatter:function(){return new s.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\"}),e.prototype._tick_coords=function(){var t,e,r,n,i,o,s,a,l,u,c;return n=this.dimension,i=(n+1)%2,s=this.ranges,o=s[0],e=s[1],a=this.computed_bounds,l=a[0],r=a[1],u=this.ticker.get_ticks(l,r,o,this.loc,{}),t={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[]},t.major[n]=u.major,t.major[i]=function(){var t,e,r,n;for(r=u.major,n=[],t=0,e=r.length;t<e;t++)c=r[t],n.push(this.loc);return n}.call(this),3===o.levels&&(t.mids[n]=u.mids,t.mids[i]=function(){var t,e,r,n;for(r=u.mids,n=[],t=0,e=r.length;t<e;t++)c=r[t],n.push(this.loc);return n}.call(this)),o.levels>1&&(t.tops[n]=u.tops,t.tops[i]=function(){var t,e,r,n;for(r=u.tops,n=[],t=0,e=r.length;t<e;t++)c=r[t],n.push(this.loc);return 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e>=3600?\"hourmin\":\"minutes\";case!(r<86400):return\"hours\";case!(r<2678400):return\"days\";case!(r<31536e3):return\"months\";default:return\"years\"}},e.prototype.doFormat=function(t,e,r,o,s,a){var l,u,c,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A,j,E,z,C,N,D,F;if(null==r&&(r=null),null==o&&(o=null),null==s&&(s=.3),null==a&&(a=null),0===t.length)return[];\n",
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u=t(95);r.NumeralTickFormatter=u.NumeralTickFormatter;var c=t(96);r.PrintfTickFormatter=c.PrintfTickFormatter;var _=t(97);r.TickFormatter=_.TickFormatter},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(88),s=t(97),a=t(12),l=t(13);r.LogTickFormatter=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"LogTickFormatter\",e.define({ticker:[l.Instance,null]}),e.prototype.initialize=function(t,r){if(e.__super__.initialize.call(this,t,r),this.basic_formatter=new o.BasicTickFormatter,null==this.ticker)return a.logger.warn(\"LogTickFormatter not configured with a ticker, using default base of 10 (labels will be incorrect if ticker base is not 10)\")},e.prototype.doFormat=function(t,e){var 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e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(8),a=t(13);r.AnnulusView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._map_data=function(){return\"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},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f;for(d=r.sx,f=r.sy,h=r.sinner_radius,p=r.souter_radius,_=[],s=0,l=e.length;s<l;s++)if(i=e[s],!isNaN(d[i]+f[i]+h[i]+p[i])){if(o=navigator.userAgent.indexOf(\"MSIE\")>=0||navigator.userAgent.indexOf(\"Trident\")>0||navigator.userAgent.indexOf(\"Edge\")>0,this.visuals.fill.doit){if(this.visuals.fill.set_vectorize(t,i),t.beginPath(),o)for(c=[!1,!0],a=0,u=c.length;a<u;a++)n=c[a],t.arc(d[i],f[i],h[i],0,Math.PI,n),t.arc(d[i],f[i],p[i],Math.PI,0,!n);else t.arc(d[i],f[i],h[i],0,2*Math.PI,!0),t.arc(d[i],f[i],p[i],2*Math.PI,0,!1);t.fill()}this.visuals.line.doit?(this.visuals.line.set_vectorize(t,i),t.beginPath(),t.arc(d[i],f[i],h[i],0,2*Math.PI),t.moveTo(d[i]+p[i],f[i]),t.arc(d[i],f[i],p[i],0,2*Math.PI),_.push(t.stroke())):_.push(void 0)}return _},e.prototype._hit_point=function(t){var e,r,n,i,o,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k;for(c=[t.vx,t.vy],y=c[0],m=c[1],v=this.renderer.xscale.invert(y),g=v-this.max_radius,b=v+this.max_radius,w=this.renderer.yscale.invert(m),x=w-this.max_radius,k=w+this.max_radius,n=[],e=s.validate_bbox_coords([g,b],[x,k]),_=this.index.indices(e),a=0,l=_.length;a<l;a++)i=_[a],u=Math.pow(this.souter_radius[i],2),o=Math.pow(this.sinner_radius[i],2),h=this.renderer.xscale.compute(v),p=this.renderer.xscale.compute(this._x[i]),d=this.renderer.yscale.compute(w),f=this.renderer.yscale.compute(this._y[i]),r=Math.pow(h-p,2)+Math.pow(d-f,2),r<=u&&r>=o&&n.push([i,r]);return s.create_1d_hit_test_result(n)},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){var s,a,l,u,c,_,h;return a=[o],_={},_[o]=(e+r)/2,h={},h[o]=(n+i)/2,l=.5*Math.min(Math.abs(r-e),Math.abs(i-n)),u={},u[o]=.4*l,c={},c[o]=.8*l,s={sx:_,sy:h,sinner_radius:u,souter_radius:c},this._render(t,a,s)},e}(o.XYGlyphView),r.Annulus=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.AnnulusView,e.prototype.type=\"Annulus\",e.mixins([\"line\",\"fill\"]),e.define({inner_radius:[a.DistanceSpec],outer_radius:[a.DistanceSpec]}),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(13);r.ArcView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._map_data=function(){return\"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(t,e,r){var n,i,o,s,a,l,u,c,_,h;if(_=r.sx,h=r.sy,c=r.sradius,i=r._start_angle,n=r._end_angle,this.visuals.line.doit){for(o=this.model.properties.direction.value(),u=[],a=0,l=e.length;a<l;a++)s=e[a],isNaN(_[s]+h[s]+c[s]+i[s]+n[s])||(t.beginPath(),t.arc(_[s],h[s],c[s],i[s],n[s],o),this.visuals.line.set_vectorize(t,s),u.push(t.stroke()));return u}},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_line_legend(t,e,r,n,i,o)},e}(o.XYGlyphView),r.Arc=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.ArcView,e.prototype.type=\"Arc\",e.mixins([\"line\"]),e.define({direction:[s.Direction,\"anticlock\"],radius:[s.DistanceSpec],start_angle:[s.AngleSpec],end_angle:[s.AngleSpec]}),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=t(34),a=t(104);n=function(t,e,r,n,i,o,s,a){var l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M;for(x=[],_=[[],[]],p=y=0;y<=2;p=++y)if(0===p?(u=6*t-12*r+6*i,l=-3*t+9*r-9*i+3*s,h=3*r-3*t):(u=6*e-12*n+6*o,l=-3*e+9*n-9*o+3*a,h=3*n-3*e),Math.abs(l)<1e-12){if(Math.abs(u)<1e-12)continue;g=-h/u,0<g&&g<1&&x.push(g)}else c=u*u-4*h*l,v=Math.sqrt(c),c<0||(b=(-u+v)/(2*l),0<b&&b<1&&x.push(b),w=(-u-v)/(2*l),0<w&&w<1&&x.push(w));for(d=x.length,f=d;d--;)g=x[d],m=1-g,k=m*m*m*t+3*m*m*g*r+3*m*g*g*i+g*g*g*s,_[0][d]=k,M=m*m*m*e+3*m*m*g*n+3*m*g*g*o+g*g*g*a,_[1][d]=M;return _[0][f]=t,_[1][f]=e,_[0][f+1]=s,_[1][f+1]=a,[Math.min.apply(null,_[0]),Math.max.apply(null,_[1]),Math.max.apply(null,_[0]),Math.min.apply(null,_[1])]},r.BezierView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype._index_data=function(){var t,e,r,i,o,a,l,u,c;for(r=[],t=e=0,i=this._x0.length;0<=i?e<i:e>i;t=0<=i?++e:--e)isNaN(this._x0[t]+this._x1[t]+this._y0[t]+this._y1[t]+this._cx0[t]+this._cy0[t]+this._cx1[t]+this._cy1[t])||(o=n(this._x0[t],this._y0[t],this._x1[t],this._y1[t],this._cx0[t],this._cy0[t],this._cx1[t],this._cy1[t]),a=o[0],u=o[1],l=o[2],c=o[3],r.push({minX:a,minY:u,maxX:l,maxY:c,i:t}));return new s.RBush(r)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f;if(h=r.sx0,d=r.sy0,p=r.sx1,f=r.sy1,a=r.scx,l=r.scx0,c=r.scy0,u=r.scx1,_=r.scy1,this.visuals.line.doit){for(s=[],i=0,o=e.length;i<o;i++)n=e[i],isNaN(h[n]+d[n]+p[n]+f[n]+l[n]+c[n]+u[n]+_[n])||(t.beginPath(),t.moveTo(h[n],d[n]),t.bezierCurveTo(l[n],c[n],u[n],_[n],p[n],f[n]),this.visuals.line.set_vectorize(t,n),s.push(t.stroke()));return s}},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_line_legend(t,e,r,n,i,o)},e}(a.GlyphView),r.Bezier=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.BezierView,e.prototype.type=\"Bezier\",e.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"],[\"cx0\",\"cy0\"],[\"cx1\",\"cy1\"]]),e.mixins([\"line\"]),e}(a.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(8),a=t(13);r.CircleView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._map_data=function(){var t,e;return null!=this._radius?\"data\"===this.model.properties.radius.spec.units?(t=this.model.properties.radius_dimension.spec.value,this.sradius=this.sdist(this.renderer[t+\"scale\"],this[\"_\"+t],this._radius)):(this.sradius=this._radius,this.max_size=2*this.max_radius):this.sradius=function(){var t,r,n,i;for(n=this._size,i=[],t=0,r=n.length;t<r;t++)e=n[t],i.push(e/2);return i}.call(this)},e.prototype._mask_data=function(t){var e,r,n,i,o,a,l,u,c,_,h,p,d,f,y;return r=this.renderer.plot_view.frame.h_range,h=this.renderer.plot_view.frame.v_range,null!=this._radius&&\"data\"===this.model.properties.radius.units?(l=r.start,u=r.end,n=this.renderer.xscale.v_invert([l,u]),p=n[0],d=n[1],p-=this.max_radius,d+=this.max_radius,c=h.start,_=h.end,i=this.renderer.yscale.v_invert([c,_]),f=i[0],y=i[1],f-=this.max_radius,y+=this.max_radius):(l=r.start-this.max_size,u=r.end+this.max_size,o=this.renderer.xscale.v_invert([l,u]),p=o[0],d=o[1],c=h.start-this.max_size,_=h.end+this.max_size,a=this.renderer.yscale.v_invert([c,_]),f=a[0],y=a[1]),e=s.validate_bbox_coords([p,d],[f,y]),this.index.indices(e)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u;for(l=r.sx,u=r.sy,a=r.sradius,s=[],i=0,o=e.length;i<o;i++)n=e[i],isNaN(l[n]+u[n]+a[n])||(t.beginPath(),t.arc(l[n],u[n],a[n],0,2*Math.PI,!1),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.doit?(this.visuals.line.set_vectorize(t,n),s.push(t.stroke())):s.push(void 0));return s},e.prototype._hit_point=function(t){var e,r,n,i,o,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A,j,E,z,C,N;if(h=[t.vx,t.vy],k=h[0],T=h[1],A=this.renderer.xscale.invert(k),z=this.renderer.yscale.invert(T),null!=this._radius&&\"data\"===this.model.properties.radius.units?(j=A-this.max_radius,E=A+this.max_radius,C=z-this.max_radius,N=z+this.max_radius):(M=k-this.max_size,S=k+this.max_size,p=this.renderer.xscale.v_invert([M,S]),j=p[0],E=p[1],d=[Math.min(j,E),Math.max(j,E)],j=d[0],E=d[1],O=T-this.max_size,P=T+this.max_size,f=this.renderer.yscale.v_invert([O,P]),C=f[0],N=f[1],y=[Math.min(C,N),Math.max(C,N)],C=y[0],N=y[1]),e=s.validate_bbox_coords([j,E],[C,N]),r=this.index.indices(e),i=[],null!=this._radius&&\"data\"===this.model.properties.radius.units)for(a=0,u=r.length;a<u;a++)o=r[a],_=Math.pow(this.sradius[o],2),v=this.renderer.xscale.compute(A),g=this.renderer.xscale.compute(this._x[o]),w=this.renderer.yscale.compute(z),x=this.renderer.yscale.compute(this._y[o]),n=Math.pow(v-g,2)+Math.pow(w-x,2),n<=_&&i.push([o,n]);else for(m=this.renderer.plot_view.canvas.vx_to_sx(k),b=this.renderer.plot_view.canvas.vy_to_sy(T),l=0,c=r.length;l<c;l++)o=r[l],_=Math.pow(this.sradius[o],2),n=Math.pow(this.sx[o]-m,2)+Math.pow(this.sy[o]-b,2),n<=_&&i.push([o,n]);return s.create_1d_hit_test_result(i)},e.prototype._hit_span=function(t){var e,r,n,i,o,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S;return u=[t.vx,t.vy],y=u[0],g=u[1],c=this.bounds(),o=c.minX,a=c.minY,n=c.maxX,i=c.maxY,f=s.create_hit_test_result(),\"h\"===t.direction?(M=a,S=i,null!=this._radius&&\"data\"===this.model.properties.radius.units?(m=y-this.max_radius,v=y+this.max_radius,_=this.renderer.xscale.v_invert([m,v]),x=_[0],k=_[1]):(l=this.max_size/2,m=y-l,v=y+l,h=this.renderer.xscale.v_invert([m,v]),x=h[0],k=h[1])):(x=o,k=n,null!=this._radius&&\"data\"===this.model.properties.radius.units?(b=g-this.max_radius,w=g+this.max_radius,p=this.renderer.yscale.v_invert([b,w]),M=p[0],S=p[1]):(l=this.max_size/2,b=g-l,w=g+l,d=this.renderer.yscale.v_invert([b,w]),M=d[0],S=d[1])),e=s.validate_bbox_coords([x,k],[M,S]),r=this.index.indices(e),f[\"1d\"].indices=r,f},e.prototype._hit_rect=function(t){var e,r,n,i,o,a,l,u;return r=this.renderer.xscale.v_invert([t.vx0,t.vx1]),o=r[0],a=r[1],n=this.renderer.yscale.v_invert([t.vy0,t.vy1]),l=n[0],u=n[1],e=s.validate_bbox_coords([o,a],[l,u]),i=s.create_hit_test_result(),i[\"1d\"].indices=this.index.indices(e),i},e.prototype._hit_poly=function(t){var e,r,n,i,o,a,l,u,c,_,h,p,d;for(a=[t.vx,t.vy],p=a[0],d=a[1],_=this.renderer.plot_view.canvas.v_vx_to_sx(p),h=this.renderer.plot_view.canvas.v_vy_to_sy(d),e=function(){c=[];for(var t=0,e=this.sx.length;0<=e?t<e:t>e;0<=e?t++:t--)c.push(t);return c}.apply(this),r=[],n=o=0,l=e.length;0<=l?o<l:o>l;n=0<=l?++o:--o)i=e[n],s.point_in_poly(this.sx[n],this.sy[n],_,h)&&r.push(i);return u=s.create_hit_test_result(),u[\"1d\"].indices=r,u},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){var s,a,l,u,c;return a=[o],u={},u[o]=(e+r)/2,c={},c[o]=(n+i)/2,l={},l[o]=.2*Math.min(Math.abs(r-e),Math.abs(i-n)),s={sx:u,sy:c,sradius:l},this._render(t,a,s)},e}(o.XYGlyphView),r.Circle=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.CircleView,e.prototype.type=\"Circle\",e.mixins([\"line\",\"fill\"]),e.define({angle:[a.AngleSpec,0],size:[a.DistanceSpec,{units:\"screen\",value:4}],radius:[a.DistanceSpec,null],radius_dimension:[a.String,\"x\"]}),e.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r),this.properties.radius.optional=!0},e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(13);r.EllipseView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._set_data=function(){if(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)return this.max_h2=this.max_height/2},e.prototype._map_data=function(){return\"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},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c;for(u=r.sx,c=r.sy,l=r.sw,a=r.sh,s=[],i=0,o=e.length;i<o;i++)n=e[i],isNaN(u[n]+c[n]+l[n]+a[n]+this._angle[n])||(t.beginPath(),t.ellipse(u[n],c[n],l[n]/2,a[n]/2,this._angle[n],0,2*Math.PI),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.doit?(this.visuals.line.set_vectorize(t,n),s.push(t.stroke())):s.push(void 0));return s},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){var s,a,l,u,c,_,h,p;return l=[o],h={},h[o]=(e+r)/2,p={},p[o]=(n+i)/2,u=this.sw[o]/this.sh[o],s=.8*Math.min(Math.abs(r-e),Math.abs(i-n)),_={},c={},u>1?(_[o]=s,c[o]=s/u):(_[o]=s*u,c[o]=s),a={sx:h,sy:p,sw:_,sh:c},this._render(t,l,a)},e.prototype._bounds=function(t){return this.max_wh2_bounds(t)},e}(o.XYGlyphView),r.Ellipse=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.EllipseView,e.prototype.type=\"Ellipse\",e.mixins([\"line\",\"fill\"]),e.define({angle:[s.AngleSpec,0],width:[s.DistanceSpec],height:[s.DistanceSpec]}),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(13),s=t(21),a=t(30),l=t(43),u=t(48),c=t(44),_=t(12),h=t(28),p=t(40),d=t(110);r.GlyphView=function(e){function r(){return r.__super__.constructor.apply(this,arguments)}return n(r,e),r.prototype.initialize=function(e){var n,i,o,s;if(r.__super__.initialize.call(this,e),this._nohit_warned={},this.renderer=e.renderer,this.visuals=new c.Visuals(this.model),i=this.renderer.plot_view.canvas_view.ctx,null!=i.glcanvas){try{s=t(418)}catch(a){if(o=a,\"MODULE_NOT_FOUND\"!==o.code)throw o;_.logger.warn(\"WebGL was requested and is supported, but bokeh-gl(.min).js is not available, falling back to 2D rendering.\"),s=null}if(null!=s&&(n=s[this.model.type+\"GLGlyph\"],null!=n))return this.glglyph=new n(i.glcanvas.gl,this)}},r.prototype.set_visuals=function(t){if(this.visuals.warm_cache(t),null!=this.glglyph)return this.glglyph.set_visuals_changed()},r.prototype.render=function(t,e,r){if(t.beginPath(),null==this.glglyph||!this.glglyph.render(t,e,r))return this._render(t,e,r)},r.prototype.has_finished=function(){return!0},r.prototype.notify_finished=function(){return this.renderer.notify_finished()},r.prototype.bounds=function(){return null==this.index?s.empty():this._bounds(this.index.bbox)},r.prototype.log_bounds=function(){var t,e,r,n,i,o,a,l,u;if(null==this.index)return s.empty();for(t=s.empty(),o=this.index.search(s.positive_x()),a=this.index.search(s.positive_y()),e=0,n=o.length;e<n;e++)l=o[e],l.minX<t.minX&&(t.minX=l.minX),l.maxX>t.maxX&&(t.maxX=l.maxX);for(r=0,i=a.length;r<i;r++)u=a[r],u.minY<t.minY&&(t.minY=u.minY),u.maxY>t.maxY&&(t.maxY=u.maxY);return this._bounds(t)},r.prototype.max_wh2_bounds=function(t){return{minX:t.minX-this.max_w2,maxX:t.maxX+this.max_w2,minY:t.minY-this.max_h2,maxY:t.maxY+this.max_h2}},r.prototype.get_anchor_point=function(t,e,r){var n,i;switch(n=r[0],i=r[1],t){case\"center\":return{x:this.scx(e,n,i),y:this.scy(e,n,i)};default:return null}},r.prototype.scx=function(t){return this.sx[t]},r.prototype.scy=function(t){return this.sy[t]},r.prototype.sdist=function(t,e,r,n,i){var o,s,a,l,u,c,_;return null==n&&(n=\"edge\"),null==i&&(i=!1),null!=t.source_range.v_synthetic&&(e=t.source_range.v_synthetic(e)),\"center\"===n?(s=function(){var t,e,n;for(n=[],t=0,e=r.length;t<e;t++)o=r[t],n.push(o/2);return n}(),l=function(){var t,r,n;for(n=[],a=t=0,r=e.length;0<=r?t<r:t>r;a=0<=r?++t:--t)n.push(e[a]-s[a]);return n}(),u=function(){var t,r,n;for(n=[],a=t=0,r=e.length;0<=r?t<r:t>r;a=0<=r?++t:--t)n.push(e[a]+s[a]);return n}()):(l=e,u=function(){var t,e,n;for(n=[],a=t=0,e=l.length;0<=e?t<e:t>e;a=0<=e?++t:--t)n.push(l[a]+r[a]);return n}()),c=t.v_compute(l),_=t.v_compute(u),i?function(){var t,e,r;for(r=[],a=t=0,e=c.length;0<=e?t<e:t>e;a=0<=e?++t:--t)r.push(Math.ceil(Math.abs(_[a]-c[a])));return r}():function(){var t,e,r;for(r=[],a=t=0,e=c.length;0<=e?t<e:t>e;a=0<=e?++t:--t)r.push(Math.abs(_[a]-c[a]));return r}()},r.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return null},r.prototype._generic_line_legend=function(t,e,r,n,i,o){return t.save(),t.beginPath(),t.moveTo(e,(n+i)/2),t.lineTo(r,(n+i)/2),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,o),t.stroke()),t.restore()},r.prototype._generic_area_legend=function(t,e,r,n,i,o){var s,a,l,u,c,_,h,p,d;if(u=[o],d=Math.abs(r-e),a=.1*d,l=Math.abs(i-n),s=.1*l,c=e+a,_=r-a,h=n+s,p=i-s,this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,o),t.fillRect(c,h,_-c,p-h)),this.visuals.line.doit)return t.beginPath(),t.rect(c,h,_-c,p-h),this.visuals.line.set_vectorize(t,o),t.stroke()},r.prototype.hit_test=function(t){var e,r;return r=null,e=\"_hit_\"+t.type,null!=this[e]?r=this[e](t):null==this._nohit_warned[t.type]&&(_.logger.debug(\"'\"+t.type+\"' selection not available for \"+this.model.type),this._nohit_warned[t.type]=!0),r},r.prototype.set_data=function(t,e,r){var n,i,o,s,l,u,c,_,p,f,y,m,v,g,b;if(n=this.model.materialize_dataspecs(t),e&&!(this instanceof d.LineView)){i={};for(l in n)y=n[l],\"_\"===l.charAt(0)?i[l]=function(){var t,r,n;for(n=[],t=0,r=e.length;t<r;t++)o=e[t],n.push(y[o]);return n}():i[l]=y;n=i}if(h.extend(this,n),this.renderer.plot_view.model.use_map&&(null!=this._x&&(c=a.project_xy(this._x,this._y),this._x=c[0],this._y=c[1]),null!=this._xs&&(_=a.project_xsys(this._xs,this._ys),this._xs=_[0],this._ys=_[1])),null!=this.renderer.plot_view.frame.x_ranges)for(v=this.renderer.plot_view.frame.x_ranges[this.model.x_range_name],b=this.renderer.plot_view.frame.y_ranges[this.model.y_range_name],p=this.model._coords,s=0,u=p.length;s<u;s++)f=p[s],m=f[0],g=f[1],m=\"_\"+m,g=\"_\"+g,null!=v.v_synthetic&&(this[m]=v.v_synthetic(this[m])),null!=b.v_synthetic&&(this[g]=b.v_synthetic(this[g]));return null!=this.glglyph&&this.glglyph.set_data_changed(this._x.length),this._set_data(t,r),this.index=this._index_data()},r.prototype._set_data=function(){},r.prototype._index_data=function(){},r.prototype.mask_data=function(t){return null!=this.glglyph?t:this._mask_data(t)},r.prototype._mask_data=function(t){return t},r.prototype._bounds=function(t){return t},r.prototype.map_data=function(){var t,e,r,n,i,o,s,a,l,u,c,_,h,d,f,y,m,v,g;for(i=this.model._coords,e=0,n=i.length;e<n;e++)if(o=i[e],v=o[0],g=o[1],f=\"s\"+v,m=\"s\"+g,v=\"_\"+v,g=\"_\"+g,p.isArray(null!=(s=this[v])?s[0]:void 0)||(null!=(a=this[v])&&null!=(l=a[0])?l.buffer:void 0)instanceof ArrayBuffer)for(u=[[],[]],this[f]=u[0],this[m]=u[1],t=r=0,c=this[v].length;0<=c?r<c:r>c;t=0<=c?++r:--r)_=this.map_to_screen(this[v][t],this[g][t]),d=_[0],y=_[1],this[f].push(d),this[m].push(y);else h=this.map_to_screen(this[v],this[g]),this[f]=h[0],this[m]=h[1];return this._map_data()},r.prototype._map_data=function(){},r.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)},r}(l.View),r.Glyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._coords=[],e.coords=function(t){var e,r,n,i,s,a,l;for(e=this.prototype._coords.concat(t),this.prototype._coords=e,s={},r=0,n=t.length;r<n;r++)i=t[r],a=i[0],l=i[1],s[a]=[o.NumberSpec],s[l]=[o.NumberSpec];return this.define(s)},e.internal({x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"]}),e}(u.Model)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(34),s=t(104),a=t(8),l=t(13);r.HBarView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._map_data=function(){var t,e,r,n,i,o;for(o=this.renderer.yscale.v_compute(this._y),this.sy=this.renderer.plot_view.canvas.v_vy_to_sy(o),i=this.renderer.xscale.v_compute(this._right),this.sright=this.renderer.plot_view.canvas.v_vx_to_sx(i),n=this.renderer.xscale.v_compute(this._left),this.sleft=this.renderer.plot_view.canvas.v_vx_to_sx(n),this.stop=[],this.sbottom=[],this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"),t=e=0,r=this.sy.length;0<=r?e<r:e>r;t=0<=r?++e:--e)this.stop.push(this.sy[t]-this.sh[t]/2),this.sbottom.push(this.sy[t]+this.sh[t]/2);return null},e.prototype._index_data=function(){var t,e,r,n,i,s,a,l;for(i=[],e=r=0,a=this._y.length;0<=a?r<a:r>a;e=0<=a?++r:--r)n=Math.min(this._left[e],this._right[e]),\n",
       "      s=Math.max(this._left[e],this._right[e]),l=this._y[e]+.5*this._height[e],t=this._y[e]-.5*this._height[e],!isNaN(n+s+l+t)&&isFinite(n+s+l+t)&&i.push({minX:n,minY:t,maxX:s,maxY:l,i:e});return new o.RBush(i)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c;for(l=r.sleft,u=r.sright,c=r.stop,a=r.sbottom,s=[],i=0,o=e.length;i<o;i++)n=e[i],isNaN(l[n]+c[n]+u[n]+a[n])||(this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,n),t.fillRect(l[n],c[n],u[n]-l[n],a[n]-c[n])),this.visuals.line.doit?(t.beginPath(),t.rect(l[n],c[n],u[n]-l[n],a[n]-c[n]),this.visuals.line.set_vectorize(t,n),s.push(t.stroke())):s.push(void 0));return s},e.prototype._hit_point=function(t){var e,r,n,i,o,s,l;return r=[t.vx,t.vy],i=r[0],o=r[1],s=this.renderer.xscale.invert(i),l=this.renderer.yscale.invert(o),e=this.index.indices({minX:s,minY:l,maxX:s,maxY:l}),n=a.create_hit_test_result(),n[\"1d\"].indices=e,n},e.prototype.scx=function(t){return(this.sleft[t]+this.sright[t])/2},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_area_legend(t,e,r,n,i,o)},e}(s.GlyphView),r.HBar=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.HBarView,e.prototype.type=\"HBar\",e.coords([[\"y\",\"left\"]]),e.mixins([\"line\",\"fill\"]),e.define({height:[l.DistanceSpec],right:[l.NumberSpec]}),e.override({left:0}),e}(s.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=t(123),a=t(141),l=t(13),u=t(20);r.ImageView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.connect(this.model.color_mapper.change,function(){return this._update_image()})},e.prototype._update_image=function(){if(null!=this.image_data)return this._set_data(),this.renderer.plot_view.request_render()},e.prototype._set_data=function(){var t,e,r,n,i,o,s,a,l,c,_,h;for(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)),_=[],o=l=0,c=this._image.length;0<=c?l<c:l>c;o=0<=c?++l:--l)h=[],null!=this._image_shape&&(h=this._image_shape[o]),h.length>0?(a=this._image[o],this._height[o]=h[0],this._width[o]=h[1]):(a=u.concat(this._image[o]),this._height[o]=this._image[o].length,this._width[o]=this._image[o][0].length),null!=this.image_data[o]&&this.image_data[o].width===this._width[o]&&this.image_data[o].height===this._height[o]?r=this.image_data[o]:(r=document.createElement(\"canvas\"),r.width=this._width[o],r.height=this._height[o]),i=r.getContext(\"2d\"),s=i.getImageData(0,0,this._width[o],this._height[o]),n=this.model.color_mapper,t=n.v_map_screen(a,!0),e=new Uint8Array(t),s.data.set(e),i.putImageData(s,0,0),this.image_data[o]=r,this.max_dw=0,\"data\"===this._dw.units&&(this.max_dw=u.max(this._dw)),this.max_dh=0,\"data\"===this._dh.units?_.push(this.max_dh=u.max(this._dh)):_.push(void 0);return _},e.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\":return this.sh=this.sdist(this.renderer.yscale,this._y,this._dh,\"edge\",this.model.dilate);case\"screen\":return this.sh=this._dh}},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h;for(i=r.image_data,c=r.sx,_=r.sy,u=r.sw,l=r.sh,a=t.getImageSmoothingEnabled(),t.setImageSmoothingEnabled(!1),o=0,s=e.length;o<s;o++)n=e[o],null!=i[n]&&(isNaN(c[n]+_[n]+u[n]+l[n])||(h=_[n],t.translate(0,h),t.scale(1,-1),t.translate(0,-h),t.drawImage(i[n],0|c[n],0|_[n],u[n],l[n]),t.translate(0,h),t.scale(1,-1),t.translate(0,-h)));return t.setImageSmoothingEnabled(a)},e.prototype.bounds=function(){var t;return t=this.index.bbox,t.maxX+=this.max_dw,t.maxY+=this.max_dh,t},e}(s.XYGlyphView),n=function(){return[0,2434341,5395026,7566195,9868950,12434877,14277081,15790320,16777215]},r.Image=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.ImageView,e.prototype.type=\"Image\",e.define({image:[l.NumberSpec],dw:[l.DistanceSpec],dh:[l.DistanceSpec],dilate:[l.Bool,!1],color_mapper:[l.Instance,function(){return new a.LinearColorMapper({palette:n()})}]}),e}(s.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(13),a=t(20);r.ImageRGBAView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._set_data=function(t,e){var r,n,i,o,s,l,u,c,_,h,p,d,f,y,m;for(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)),y=[],u=h=0,d=this._image.length;0<=d?h<d:h>d;u=0<=d?++h:--h)if(!(null!=e&&e.indexOf(u)<0)){if(m=[],null!=this._image_shape&&(m=this._image_shape[u]),m.length>0)r=this._image[u].buffer,this._height[u]=m[0],this._width[u]=m[1];else{for(l=a.concat(this._image[u]),r=new ArrayBuffer(4*l.length),o=new Uint32Array(r),_=p=0,f=l.length;0<=f?p<f:p>f;_=0<=f?++p:--p)o[_]=l[_];this._height[u]=this._image[u].length,this._width[u]=this._image[u][0].length}null!=this.image_data[u]&&this.image_data[u].width===this._width[u]&&this.image_data[u].height===this._height[u]?i=this.image_data[u]:(i=document.createElement(\"canvas\"),i.width=this._width[u],i.height=this._height[u]),s=i.getContext(\"2d\"),c=s.getImageData(0,0,this._width[u],this._height[u]),n=new Uint8Array(r),c.data.set(n),s.putImageData(c,0,0),this.image_data[u]=i,this.max_dw=0,\"data\"===this._dw.units&&(this.max_dw=a.max(this._dw)),this.max_dh=0,\"data\"===this._dh.units?y.push(this.max_dh=a.max(this._dh)):y.push(void 0)}return y},e.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\":return this.sh=this.sdist(this.renderer.yscale,this._y,this._dh,\"edge\",this.model.dilate);case\"screen\":return this.sh=this._dh}},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h;for(i=r.image_data,c=r.sx,_=r.sy,u=r.sw,l=r.sh,a=t.getImageSmoothingEnabled(),t.setImageSmoothingEnabled(!1),o=0,s=e.length;o<s;o++)n=e[o],isNaN(c[n]+_[n]+u[n]+l[n])||(h=_[n],t.translate(0,h),t.scale(1,-1),t.translate(0,-h),t.drawImage(i[n],0|c[n],0|_[n],u[n],l[n]),t.translate(0,h),t.scale(1,-1),t.translate(0,-h));return t.setImageSmoothingEnabled(a)},e.prototype.bounds=function(){var t;return t=this.index.bbox,t.maxX+=this.max_dw,t.maxY+=this.max_dh,t},e}(o.XYGlyphView),r.ImageRGBA=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.ImageRGBAView,e.prototype.type=\"ImageRGBA\",e.define({image:[s.NumberSpec],dw:[s.DistanceSpec],dh:[s.DistanceSpec],dilate:[s.Bool,!1]}),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(104),s=t(12),a=t(13);r.ImageURLView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.connect(this.model.properties.global_alpha.change,function(t){return function(){return t.renderer.request_render()}}(this))},e.prototype._index_data=function(){},e.prototype._set_data=function(){var t,e,r,n,i,o,a;for(null!=this.image&&this.image.length===this._url.length||(this.image=function(){var t,r,n,i;for(n=this._url,i=[],t=0,r=n.length;t<r;t++)e=n[t],i.push(null);return i}.call(this)),o=this.model.retry_attempts,a=this.model.retry_timeout,this.retries=function(){var t,r,n,i;for(n=this._url,i=[],t=0,r=n.length;t<r;t++)e=n[t],i.push(o);return i}.call(this),i=[],t=r=0,n=this._url.length;0<=n?r<n:r>n;t=0<=n?++r:--r)null!=this._url[t]&&(e=new Image,e.onerror=function(t){return function(e,r){return function(){return t.retries[e]>0?(s.logger.trace(\"ImageURL failed to load \"+t._url[e]+\" image, retrying in \"+a+\" ms\"),setTimeout(function(){return r.src=t._url[e]},a)):s.logger.warn(\"ImageURL unable to load \"+t._url[e]+\" image after \"+o+\" retries\"),t.retries[e]-=1}}}(this)(t,e),e.onload=function(t){return function(e,r){return function(){return t.image[r]=e,t.renderer.request_render()}}}(this)(e,t),i.push(e.src=this._url[t]));return i},e.prototype.has_finished=function(){return e.__super__.has_finished.call(this)&&this._images_rendered===!0},e.prototype._map_data=function(){var t,e,r;switch(e=function(){var t,e,n,i;if(null!=this.model.w)return this._w;for(n=this._x,i=[],t=0,e=n.length;t<e;t++)r=n[t],i.push(NaN);return i}.call(this),t=function(){var t,e,n,i;if(null!=this.model.h)return this._h;for(n=this._x,i=[],t=0,e=n.length;t<e;t++)r=n[t],i.push(NaN);return i}.call(this),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\":return this.sh=this.sdist(this.renderer.yscale,this._y,t,\"edge\",this.model.dilate);case\"screen\":return this.sh=t}},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d;for(i=r._url,l=r.image,p=r.sx,d=r.sy,h=r.sw,_=r.sh,n=r._angle,s=this.renderer.plot_view.frame,t.rect(s._left.value+1,s._bottom.value+1,s._width.value-2,s._height.value-2),t.clip(),o=!0,u=0,c=e.length;u<c;u++)a=e[u],isNaN(p[a]+d[a]+n[a])||this.retries[a]!==-1&&(null!=l[a]?this._render_image(t,a,l[a],p,d,h,_,n):o=!1);if(o&&!this._images_rendered)return this._images_rendered=!0,this.notify_finished()},e.prototype._final_sx_sy=function(t,e,r,n,i){switch(t){case\"top_left\":return[e,r];case\"top_center\":return[e-n/2,r];case\"top_right\":return[e-n,r];case\"center_right\":return[e-n,r-i/2];case\"bottom_right\":return[e-n,r-i];case\"bottom_center\":return[e-n/2,r-i];case\"bottom_left\":return[e,r-i];case\"center_left\":return[e,r-i/2];case\"center\":return[e-n/2,r-i/2]}},e.prototype._render_image=function(t,e,r,n,i,o,s,a){var l,u;return isNaN(o[e])&&(o[e]=r.width),isNaN(s[e])&&(s[e]=r.height),l=this.model.anchor,u=this._final_sx_sy(l,n[e],i[e],o[e],s[e]),n=u[0],i=u[1],t.save(),t.globalAlpha=this.model.global_alpha,a[e]?(t.translate(n,i),t.rotate(a[e]),t.drawImage(r,0,0,o[e],s[e]),t.rotate(-a[e]),t.translate(-n,-i)):t.drawImage(r,n,i,o[e],s[e]),t.restore()},e}(o.GlyphView),r.ImageURL=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.ImageURLView,e.prototype.type=\"ImageURL\",e.coords([[\"x\",\"y\"]]),e.mixins([]),e.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.Bool,!1],retry_attempts:[a.Number,0],retry_timeout:[a.Number,0]}),e}(o.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(98);r.AnnularWedge=n.AnnularWedge;var i=t(99);r.Annulus=i.Annulus;var o=t(100);r.Arc=o.Arc;var s=t(101);r.Bezier=s.Bezier;var a=t(102);r.Circle=a.Circle;var l=t(103);r.Ellipse=l.Ellipse;var u=t(104);r.Glyph=u.Glyph;var c=t(105);r.HBar=c.HBar;var _=t(106);r.Image=_.Image;var h=t(107);r.ImageRGBA=h.ImageRGBA;var p=t(108);r.ImageURL=p.ImageURL;var d=t(110);r.Line=d.Line;var f=t(111);r.MultiLine=f.MultiLine;var y=t(112);r.Oval=y.Oval;var m=t(113);r.Patch=m.Patch;var v=t(114);r.Patches=v.Patches;var g=t(115);r.Quad=g.Quad;var b=t(116);r.Quadratic=b.Quadratic;var w=t(117);r.Ray=w.Ray;var x=t(118);r.Rect=x.Rect;var k=t(119);r.Segment=k.Segment;var M=t(120);r.Text=M.Text;var S=t(121);r.VBar=S.VBar;var T=t(122);r.Wedge=T.Wedge;var O=t(123);r.XYGlyph=O.XYGlyph},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(8);r.LineView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u;for(l=r.sx,u=r.sy,n=!1,this.visuals.line.set_value(t),s=null,o=0,a=e.length;o<a;o++){if(i=e[o],n){if(!isFinite(l[i]+u[i])){t.stroke(),t.beginPath(),n=!1,s=i;continue}null!==s&&i-s>1&&(t.stroke(),n=!1)}n?t.lineTo(l[i],u[i]):(t.beginPath(),t.moveTo(l[i],u[i]),n=!0),s=i}if(n)return t.stroke()},e.prototype._hit_point=function(t){var e,r,n,i,o,a,l,u,c,_,h;for(c=s.create_hit_test_result(),a={x:this.renderer.plot_view.canvas.vx_to_sx(t.vx),y:this.renderer.plot_view.canvas.vy_to_sy(t.vy)},_=9999,h=Math.max(2,this.visuals.line.line_width.value()/2),r=n=0,l=this.sx.length-1;0<=l?n<l:n>l;r=0<=l?++n:--n)u=[{x:this.sx[r],y:this.sy[r]},{x:this.sx[r+1],y:this.sy[r+1]}],i=u[0],o=u[1],e=s.dist_to_segment(a,i,o),e<h&&e<_&&(_=e,c[\"0d\"].glyph=this.model,c[\"0d\"].get_view=function(){return this}.bind(this),c[\"0d\"].flag=!0,c[\"0d\"].indices=[r]);return c},e.prototype._hit_span=function(t){var e,r,n,i,o,a,l,u,c;for(n=[t.vx,t.vy],u=n[0],c=n[1],o=s.create_hit_test_result(),\"v\"===t.direction?(a=this.renderer.yscale.invert(c),l=this._y):(a=this.renderer.xscale.invert(u),l=this._x),e=r=0,i=l.length-1;0<=i?r<i:r>i;e=0<=i?++r:--r)(l[e]<=a&&a<=l[e+1]||l[e+1]<=a&&a<=l[e])&&(o[\"0d\"].glyph=this.model,o[\"0d\"].get_view=function(){return this}.bind(this),o[\"0d\"].flag=!0,o[\"0d\"].indices.push(e));return o},e.prototype.get_interpolation_hit=function(t,e){var r,n,i,o,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w;return r=[e.vx,e.vy],h=r[0],p=r[1],n=[this._x[t],this._y[t],this._x[t+1],this._y[t+1]],y=n[0],b=n[1],m=n[2],w=n[3],\"point\"===e.type?(i=this.renderer.yscale.v_invert([p-1,p+1]),v=i[0],g=i[1],o=this.renderer.xscale.v_invert([h-1,h+1]),d=o[0],f=o[1]):\"v\"===e.direction?(a=this.renderer.yscale.v_invert([p,p]),v=a[0],g=a[1],l=[y,m],d=l[0],f=l[1]):(u=this.renderer.xscale.v_invert([h,h]),d=u[0],f=u[1],c=[b,w],v=c[0],g=c[1]),_=s.check_2_segments_intersect(d,v,f,g,y,b,m,w),[_.x,_.y]},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_line_legend(t,e,r,n,i,o)},e}(o.XYGlyphView),r.Line=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.LineView,e.prototype.type=\"Line\",e.mixins([\"line\"]),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(34),s=t(8),a=t(20),l=t(40),u=t(104);r.MultiLineView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._index_data=function(){var t,e,r,n,i,s,u,c;for(r=[],t=e=0,n=this._xs.length;0<=n?e<n:e>n;t=0<=n?++e:--e)null!==this._xs[t]&&0!==this._xs[t].length&&(s=function(){var e,r,n,o;for(n=this._xs[t],o=[],e=0,r=n.length;e<r;e++)i=n[e],l.isStrictNaN(i)||o.push(i);return o}.call(this),c=function(){var e,r,n,i;for(n=this._ys[t],i=[],e=0,r=n.length;e<r;e++)u=n[e],l.isStrictNaN(u)||i.push(u);return i}.call(this),r.push({minX:a.min(s),minY:a.min(c),maxX:a.max(s),maxY:a.max(c),i:t}));return new o.RBush(r)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d;for(h=r.sxs,d=r.sys,c=[],o=0,a=e.length;o<a;o++){for(n=e[o],l=[h[n],d[n]],_=l[0],p=l[1],this.visuals.line.set_vectorize(t,n),i=s=0,u=_.length;0<=u?s<u:s>u;i=0<=u?++s:--s)0!==i?isNaN(_[i])||isNaN(p[i])?(t.stroke(),t.beginPath()):t.lineTo(_[i],p[i]):(t.beginPath(),t.moveTo(_[i],p[i]));c.push(t.stroke())}return c},e.prototype._hit_point=function(t){var e,r,n,i,o,a,l,u,c,_,h,p,d,f,y,m;for(f=s.create_hit_test_result(),c={x:this.renderer.plot_view.canvas.vx_to_sx(t.vx),y:this.renderer.plot_view.canvas.vy_to_sy(t.vy)},y=9999,r={},n=o=0,h=this.sxs.length;0<=h?o<h:o>h;n=0<=h?++o:--o){for(m=Math.max(2,this.visuals.line.cache_select(\"line_width\",n)/2),_=null,i=a=0,p=this.sxs[n].length-1;0<=p?a<p:a>p;i=0<=p?++a:--a)d=[{x:this.sxs[n][i],y:this.sys[n][i]},{x:this.sxs[n][i+1],y:this.sys[n][i+1]}],l=d[0],u=d[1],e=s.dist_to_segment(c,l,u),e<m&&e<y&&(y=e,_=[i]);_&&(r[n]=_)}return f[\"1d\"].indices=function(){var t,e,i,o;for(i=Object.keys(r),o=[],e=0,t=i.length;e<t;e++)n=i[e],o.push(parseInt(n));return o}(),f[\"2d\"].indices=r,f},e.prototype._hit_span=function(t){var e,r,n,i,o,a,l,u,c,_,h,p,d,f;for(l=[t.vx,t.vy],d=l[0],f=l[1],_=s.create_hit_test_result(),\"v\"===t.direction?(h=this.renderer.yscale.invert(f),p=this._ys):(h=this.renderer.xscale.invert(d),p=this._xs),e={},r=i=0,u=p.length;0<=u?i<u:i>u;r=0<=u?++i:--i){for(a=[],n=o=0,c=p[r].length-1;0<=c?o<c:o>c;n=0<=c?++o:--o)p[r][n]<=h&&h<=p[r][n+1]&&a.push(n);a.length>0&&(e[r]=a)}return _[\"1d\"].indices=function(){var t,n,i,o;for(i=Object.keys(e),o=[],n=0,t=i.length;n<t;n++)r=i[n],o.push(parseInt(r));return o}(),_[\"2d\"].indices=e,_},e.prototype.get_interpolation_hit=function(t,e,r){var n,i,o,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x;return n=[r.vx,r.vy],p=n[0],d=n[1],i=[this._xs[t][e],this._ys[t][e],this._xs[t][e+1],this._ys[t][e+1]],m=i[0],w=i[1],v=i[2],x=i[3],\"point\"===r.type?(o=this.renderer.yscale.v_invert([d-1,d+1]),g=o[0],b=o[1],a=this.renderer.xscale.v_invert([p-1,p+1]),f=a[0],y=a[1]):\"v\"===r.direction?(l=this.renderer.yscale.v_invert([d,d]),g=l[0],b=l[1],u=[m,v],f=u[0],y=u[1]):(c=this.renderer.xscale.v_invert([p,p]),f=c[0],y=c[1],_=[w,x],g=_[0],b=_[1]),h=s.check_2_segments_intersect(f,g,y,b,m,w,v,x),[h.x,h.y]},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_line_legend(t,e,r,n,i,o)},e}(u.GlyphView),r.MultiLine=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.MultiLineView,e.prototype.type=\"MultiLine\",e.coords([[\"xs\",\"ys\"]]),e.mixins([\"line\"]),e}(u.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(13);r.OvalView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._set_data=function(){if(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)return this.max_h2=this.max_height/2},e.prototype._map_data=function(){return\"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},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c;for(u=r.sx,c=r.sy,l=r.sw,a=r.sh,s=[],i=0,o=e.length;i<o;i++)n=e[i],isNaN(u[n]+c[n]+l[n]+a[n]+this._angle[n])||(t.translate(u[n],c[n]),t.rotate(this._angle[n]),t.beginPath(),t.moveTo(0,-a[n]/2),t.bezierCurveTo(l[n]/2,-a[n]/2,l[n]/2,a[n]/2,0,a[n]/2),t.bezierCurveTo(-l[n]/2,a[n]/2,-l[n]/2,-a[n]/2,0,-a[n]/2),t.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(t,n),t.stroke()),t.rotate(-this._angle[n]),s.push(t.translate(-u[n],-c[n])));return s},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){var s,a,l,u,c,_,h,p;return l=[o],h={},h[o]=(e+r)/2,p={},p[o]=(n+i)/2,u=this.sw[o]/this.sh[o],s=.8*Math.min(Math.abs(r-e),Math.abs(i-n)),_={},c={},u>1?(_[o]=s,c[o]=s/u):(_[o]=s*u,c[o]=s),a={sx:h,sy:p,sw:_,sh:c},this._render(t,l,a)},e.prototype._bounds=function(t){return this.max_wh2_bounds(t)},e}(o.XYGlyphView),r.Oval=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.OvalView,e.prototype.type=\"Oval\",e.mixins([\"line\",\"fill\"]),e.define({angle:[s.AngleSpec,0],width:[s.DistanceSpec],height:[s.DistanceSpec]}),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123);r.PatchView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u;if(l=r.sx,u=r.sy,this.visuals.fill.doit){for(this.visuals.fill.set_value(t),i=0,s=e.length;i<s;i++)n=e[i],0!==n?isNaN(l[n]+u[n])?(t.closePath(),t.fill(),t.beginPath()):t.lineTo(l[n],u[n]):(t.beginPath(),t.moveTo(l[n],u[n]));t.closePath(),t.fill()}if(this.visuals.line.doit){for(this.visuals.line.set_value(t),o=0,a=e.length;o<a;o++)n=e[o],0!==n?isNaN(l[n]+u[n])?(t.closePath(),t.stroke(),t.beginPath()):t.lineTo(l[n],u[n]):(t.beginPath(),t.moveTo(l[n],u[n]));return t.closePath(),t.stroke()}},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_area_legend(t,e,r,n,i,o)},e}(o.XYGlyphView),r.Patch=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.PatchView,e.prototype.type=\"Patch\",e.mixins([\"line\",\"fill\"]),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(34),s=t(104),a=t(20),l=t(40),u=t(8);r.PatchesView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._build_discontinuous_object=function(t){var e,r,n,i,o,s,u,c,_;for(r={},n=i=0,_=t.length;0<=_?i<_:i>_;n=0<=_?++i:--i)for(r[n]=[],u=a.copy(t[n]);u.length>0;)o=a.findLastIndex(u,function(t){return l.isStrictNaN(t)}),o>=0?c=u.splice(o):(c=u,u=[]),e=function(){var t,e,r;for(r=[],t=0,e=c.length;t<e;t++)s=c[t],l.isStrictNaN(s)||r.push(s);return r}(),r[n].push(e);return r},e.prototype._index_data=function(){var t,e,r,n,i,s,l,u,c,_,h;for(c=this._build_discontinuous_object(this._xs),h=this._build_discontinuous_object(this._ys),i=[],t=r=0,s=this._xs.length;0<=s?r<s:r>s;t=0<=s?++r:--r)for(e=n=0,l=c[t].length;0<=l?n<l:n>l;e=0<=l?++n:--n)u=c[t][e],_=h[t][e],0!==u.length&&i.push({minX:a.min(u),minY:a.min(_),maxX:a.max(u),maxY:a.max(_),i:t});return new o.RBush(i)},e.prototype._mask_data=function(t){var e,r,n,i,o,s,a,l,c;return s=this.renderer.plot_view.frame.x_ranges[\"default\"],r=[s.min,s.max],i=r[0],o=r[1],c=this.renderer.plot_view.frame.y_ranges[\"default\"],n=[c.min,c.max],a=n[0],l=n[1],e=u.validate_bbox_coords([i,o],[a,l]),this.index.indices(e)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f,y;for(d=r.sxs,y=r.sys,this.renderer.sxss=this._build_discontinuous_object(d),this.renderer.syss=this._build_discontinuous_object(y),h=[],o=0,a=e.length;o<a;o++){if(n=e[o],u=[d[n],y[n]],p=u[0],f=u[1],this.visuals.fill.doit){for(this.visuals.fill.set_vectorize(t,n),i=s=0,c=p.length;0<=c?s<c:s>c;i=0<=c?++s:--s)0!==i?isNaN(p[i]+f[i])?(t.closePath(),t.fill(),t.beginPath()):t.lineTo(p[i],f[i]):(t.beginPath(),t.moveTo(p[i],f[i]));t.closePath(),t.fill()}if(this.visuals.line.doit){for(this.visuals.line.set_vectorize(t,n),i=l=0,_=p.length;0<=_?l<_:l>_;i=0<=_?++l:--l)0!==i?isNaN(p[i]+f[i])?(t.closePath(),t.stroke(),t.beginPath()):t.lineTo(p[i],f[i]):(t.beginPath(),t.moveTo(p[i],f[i]));t.closePath(),h.push(t.stroke())}else h.push(void 0)}return h},e.prototype._hit_point=function(t){var e,r,n,i,o,s,a,l,c,_,h,p,d,f,y,m,v,g,b;for(l=[t.vx,t.vy],m=l[0],v=l[1],p=this.renderer.plot_view.canvas.vx_to_sx(m),f=this.renderer.plot_view.canvas.vy_to_sy(v),g=this.renderer.xscale.invert(m),b=this.renderer.yscale.invert(v),e=this.index.indices({minX:g,minY:b,maxX:g,maxY:b}),r=[],n=s=0,c=e.length;0<=c?s<c:s>c;n=0<=c?++s:--s)for(i=e[n],d=this.renderer.sxss[i],y=this.renderer.syss[i],o=a=0,_=d.length;0<=_?a<_:a>_;o=0<=_?++a:--a)u.point_in_poly(p,f,d[o],y[o])&&r.push(i);return h=u.create_hit_test_result(),h[\"1d\"].indices=r,h},e.prototype._get_snap_coord=function(t){var e,r,n,i;for(i=0,e=0,r=t.length;e<r;e++)n=t[e],i+=n;return i/t.length},e.prototype.scx=function(t,e,r){var n,i,o,s,a;if(1===this.renderer.sxss[t].length)return this._get_snap_coord(this.sxs[t]);for(s=this.renderer.sxss[t],a=this.renderer.syss[t],n=i=0,o=s.length;0<=o?i<o:i>o;n=0<=o?++i:--i)if(u.point_in_poly(e,r,s[n],a[n]))return this._get_snap_coord(s[n]);return null},e.prototype.scy=function(t,e,r){var n,i,o,s,a;if(1===this.renderer.syss[t].length)return this._get_snap_coord(this.sys[t]);for(s=this.renderer.sxss[t],a=this.renderer.syss[t],n=i=0,o=s.length;0<=o?i<o:i>o;n=0<=o?++i:--i)if(u.point_in_poly(e,r,s[n],a[n]))return this._get_snap_coord(a[n])},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_area_legend(t,e,r,n,i,o)},e}(s.GlyphView),r.Patches=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.PatchesView,e.prototype.type=\"Patches\",e.coords([[\"xs\",\"ys\"]]),e.mixins([\"line\",\"fill\"]),e}(s.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(34),s=t(104),a=t(8);r.QuadView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._index_data=function(){var t,e,r,n,i,s,a,l;for(i=[],e=r=0,a=this._left.length;0<=a?r<a:r>a;e=0<=a?++r:--r)n=this._left[e],s=this._right[e],l=this._top[e],t=this._bottom[e],!isNaN(n+s+l+t)&&isFinite(n+s+l+t)&&i.push({minX:n,minY:t,maxX:s,maxY:l,i:e});return new o.RBush(i)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c;for(l=r.sleft,u=r.sright,c=r.stop,a=r.sbottom,s=[],i=0,o=e.length;i<o;i++)n=e[i],isNaN(l[n]+c[n]+u[n]+a[n])||(this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(t,n),t.fillRect(l[n],c[n],u[n]-l[n],a[n]-c[n])),this.visuals.line.doit?(t.beginPath(),t.rect(l[n],c[n],u[n]-l[n],a[n]-c[n]),this.visuals.line.set_vectorize(t,n),s.push(t.stroke())):s.push(void 0));return s},e.prototype._hit_point=function(t){var e,r,n,i,o,s,l;return r=[t.vx,t.vy],i=r[0],o=r[1],s=this.renderer.xscale.invert(i),l=this.renderer.yscale.invert(o),e=this.index.indices({minX:s,minY:l,maxX:s,maxY:l}),n=a.create_hit_test_result(),n[\"1d\"].indices=e,n},e.prototype.get_anchor_point=function(t,e,r){var n,i,o,s;switch(i=Math.min(this.sleft[e],this.sright[e]),o=Math.max(this.sright[e],this.sleft[e]),s=Math.min(this.stop[e],this.sbottom[e]),n=Math.max(this.sbottom[e],this.stop[e]),t){case\"top_left\":return{x:i,y:s};case\"top_center\":return{x:(i+o)/2,y:s};case\"top_right\":return{x:o,y:s};case\"center_right\":return{x:o,y:(s+n)/2};case\"bottom_right\":return{x:o,y:n};case\"bottom_center\":return{x:(i+o)/2,y:n};case\"bottom_left\":return{x:i,y:n};case\"center_left\":return{x:i,y:(s+n)/2};case\"center\":return{x:(i+o)/2,y:(s+n)/2}}},e.prototype.scx=function(t){return(this.sleft[t]+this.sright[t])/2},e.prototype.scy=function(t){return(this.stop[t]+this.sbottom[t])/2},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_area_legend(t,e,r,n,i,o)},e}(s.GlyphView),r.Quad=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.QuadView,e.prototype.type=\"Quad\",e.coords([[\"right\",\"bottom\"],[\"left\",\"top\"]]),e.mixins([\"line\",\"fill\"]),e}(s.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=t(34),a=t(104);n=function(t,e,r){var n,i;return e===(t+r)/2?[t,r]:(i=(t-e)/(t-2*e+r),n=t*Math.pow(1-i,2)+2*e*(1-i)*i+r*Math.pow(i,2),[Math.min(t,r,n),Math.max(t,r,n)])},r.QuadraticView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype._index_data=function(){var t,e,r,i,o,a,l,u,c,_;for(r=[],t=e=0,i=this._x0.length;0<=i?e<i:e>i;t=0<=i?++e:--e)isNaN(this._x0[t]+this._x1[t]+this._y0[t]+this._y1[t]+this._cx[t]+this._cy[t])||(o=n(this._x0[t],this._cx[t],this._x1[t]),l=o[0],u=o[1],a=n(this._y0[t],this._cy[t],this._y1[t]),c=a[0],_=a[1],r.push({minX:l,minY:c,maxX:u,maxY:_,i:t}));return new s.RBush(r)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h;if(u=r.sx0,_=r.sy0,c=r.sx1,h=r.sy1,a=r.scx,l=r.scy,this.visuals.line.doit){for(s=[],i=0,o=e.length;i<o;i++)n=e[i],isNaN(u[n]+_[n]+c[n]+h[n]+a[n]+l[n])||(t.beginPath(),t.moveTo(u[n],_[n]),t.quadraticCurveTo(a[n],l[n],c[n],h[n]),this.visuals.line.set_vectorize(t,n),s.push(t.stroke()));return s}},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_line_legend(t,e,r,n,i,o)},e}(a.GlyphView),r.Quadratic=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.QuadraticView,e.prototype.type=\"Quadratic\",e.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"],[\"cx\",\"cy\"]]),e.mixins([\"line\"]),e}(a.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(13);r.RayView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._map_data=function(){return this.slength=this.sdist(this.renderer.xscale,this._x,this._length)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f;if(p=r.sx,d=r.sy,h=r.slength,n=r._angle,this.visuals.line.doit){for(f=this.renderer.plot_view.frame._width.value,i=this.renderer.plot_view.frame._height.value,s=2*(f+i),o=a=0,c=h.length;0<=c?a<c:a>c;o=0<=c?++a:--a)0===h[o]&&(h[o]=s);for(_=[],l=0,u=e.length;l<u;l++)o=e[l],isNaN(p[o]+d[o]+n[o]+h[o])||(t.translate(p[o],d[o]),t.rotate(n[o]),t.beginPath(),t.moveTo(0,0),t.lineTo(h[o],0),this.visuals.line.set_vectorize(t,o),t.stroke(),t.rotate(-n[o]),_.push(t.translate(-p[o],-d[o])));return _}},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_line_legend(t,e,r,n,i,o)},e}(o.XYGlyphView),r.Ray=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.RayView,e.prototype.type=\"Ray\",e.mixins([\"line\"]),e.define({length:[s.DistanceSpec],angle:[s.AngleSpec]}),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(8),a=t(13),l=t(20);r.RectView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._set_data=function(){if(this.max_w2=0,\"data\"===this.model.properties.width.units&&(this.max_w2=this.max_width/2),\n",
       "      this.max_h2=0,\"data\"===this.model.properties.height.units)return this.max_h2=this.max_height/2},e.prototype._map_data=function(){var t,e,r,n;return t=this.renderer.plot_view.canvas,\"data\"===this.model.properties.width.units?(r=this._map_dist_corner_for_data_side_length(this._x,this._width,this.renderer.xscale,t,0),this.sw=r[0],this.sx0=r[1]):(this.sw=this._width,this.sx0=function(){var t,r,n;for(n=[],e=t=0,r=this.sx.length;0<=r?t<r:t>r;e=0<=r?++t:--t)n.push(this.sx[e]-this.sw[e]/2);return n}.call(this)),\"data\"===this.model.properties.height.units?(n=this._map_dist_corner_for_data_side_length(this._y,this._height,this.renderer.yscale,t,1),this.sh=n[0],this.sy1=n[1]):(this.sh=this._height,this.sy1=function(){var t,r,n;for(n=[],e=t=0,r=this.sy.length;0<=r?t<r:t>r;e=0<=r?++t:--t)n.push(this.sy[e]-this.sh[e]/2);return n}.call(this)),this.ssemi_diag=function(){var t,r,n;for(n=[],e=t=0,r=this.sw.length;0<=r?t<r:t>r;e=0<=r?++t:--t)n.push(Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2));return n}.call(this)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d;if(_=r.sx,p=r.sy,h=r.sx0,d=r.sy1,c=r.sw,u=r.sh,n=r._angle,this.visuals.fill.doit)for(o=0,a=e.length;o<a;o++)i=e[o],isNaN(_[i]+p[i]+h[i]+d[i]+c[i]+u[i]+n[i])||(this.visuals.fill.set_vectorize(t,i),n[i]?(t.translate(_[i],p[i]),t.rotate(n[i]),t.fillRect(-c[i]/2,-u[i]/2,c[i],u[i]),t.rotate(-n[i]),t.translate(-_[i],-p[i])):t.fillRect(h[i],d[i],c[i],u[i]));if(this.visuals.line.doit){for(t.beginPath(),s=0,l=e.length;s<l;s++)i=e[s],isNaN(_[i]+p[i]+h[i]+d[i]+c[i]+u[i]+n[i])||0!==c[i]&&0!==u[i]&&(n[i]?(t.translate(_[i],p[i]),t.rotate(n[i]),t.rect(-c[i]/2,-u[i]/2,c[i],u[i]),t.rotate(-n[i]),t.translate(-_[i],-p[i])):t.rect(h[i],d[i],c[i],u[i]),this.visuals.line.set_vectorize(t,i),t.stroke(),t.beginPath());return t.stroke()}},e.prototype._hit_rect=function(t){var e,r,n,i,o,a,l,u;return r=this.renderer.xscale.v_invert([t.vx0,t.vx1]),o=r[0],a=r[1],n=this.renderer.yscale.v_invert([t.vy0,t.vy1]),l=n[0],u=n[1],e=s.validate_bbox_coords([o,a],[l,u]),i=s.create_hit_test_result(),i[\"1d\"].indices=this.index.indices(e),i},e.prototype._hit_point=function(t){var e,r,n,i,o,a,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A,j,E;for(f=[t.vx,t.vy],k=f[0],M=f[1],T=this.renderer.xscale.invert(k),A=this.renderer.yscale.invert(M),g=function(){var t,e,r;for(r=[],a=t=0,e=this.sx0.length;0<=e?t<e:t>e;a=0<=e?++t:--t)r.push(this.sx0[a]+this.sw[a]/2);return r}.call(this),b=function(){var t,e,r;for(r=[],a=t=0,e=this.sy1.length;0<=e?t<e:t>e;a=0<=e?++t:--t)r.push(this.sy1[a]+this.sh[a]/2);return r}.call(this),_=l.max(this._ddist(0,g,this.ssemi_diag)),h=l.max(this._ddist(1,b,this.ssemi_diag)),O=T-_,P=T+_,j=A-h,E=A+h,o=[],e=s.validate_bbox_coords([O,P],[j,E]),y=this.index.indices(e),u=0,c=y.length;u<c;u++)a=y[u],w=this.renderer.plot_view.canvas.vx_to_sx(k),x=this.renderer.plot_view.canvas.vy_to_sy(M),this._angle[a]?(n=Math.sqrt(Math.pow(w-this.sx[a],2)+Math.pow(x-this.sy[a],2)),v=Math.sin(-this._angle[a]),r=Math.cos(-this._angle[a]),p=r*(w-this.sx[a])-v*(x-this.sy[a])+this.sx[a],d=v*(w-this.sx[a])+r*(x-this.sy[a])+this.sy[a],w=p,x=d,S=Math.abs(this.sx[a]-w)<=this.sw[a]/2,i=Math.abs(this.sy[a]-x)<=this.sh[a]/2):(S=w-this.sx0[a]<=this.sw[a]&&w-this.sx0[a]>=0,i=x-this.sy1[a]<=this.sh[a]&&x-this.sy1[a]>=0),i&&S&&o.push(a);return m=s.create_hit_test_result(),m[\"1d\"].indices=o,m},e.prototype._map_dist_corner_for_data_side_length=function(t,e,r,n,i){var o,s,a,l,u,c,_,h;return null!=r.source_range.synthetic&&(t=function(){var e,n,i;for(i=[],e=0,n=t.length;e<n;e++)h=t[e],i.push(r.source_range.synthetic(h));return i}()),s=function(){var r,n,i;for(i=[],o=r=0,n=t.length;0<=n?r<n:r>n;o=0<=n?++r:--r)i.push(Number(t[o])-e[o]/2);return i}(),a=function(){var r,n,i;for(i=[],o=r=0,n=t.length;0<=n?r<n:r>n;o=0<=n?++r:--r)i.push(Number(t[o])+e[o]/2);return i}(),u=r.v_compute(s),c=r.v_compute(a),l=this.sdist(r,s,e,\"edge\",this.model.dilate),0===i?(_=u[0]<c[0]?u:c,[l,n.v_vx_to_sx(_)]):1===i?(_=u[0]<c[0]?c:u,[l,n.v_vy_to_sy(_)]):void 0},e.prototype._ddist=function(t,e,r){var n,i,o,s,a,l,u;return 0===t?(u=this.renderer.plot_view.canvas.v_sx_to_vx(e),s=this.renderer.xscale):(u=this.renderer.plot_view.canvas.v_vy_to_sy(e),s=this.renderer.yscale),a=u,l=function(){var t,e,i;for(i=[],n=t=0,e=a.length;0<=e?t<e:t>e;n=0<=e?++t:--t)i.push(a[n]+r[n]);return i}(),i=s.v_invert(a),o=s.v_invert(l),function(){var t,e,r;for(r=[],n=t=0,e=i.length;0<=e?t<e:t>e;n=0<=e?++t:--t)r.push(Math.abs(o[n]-i[n]));return r}()},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_area_legend(t,e,r,n,i,o)},e.prototype._bounds=function(t){return this.max_wh2_bounds(t)},e}(o.XYGlyphView),r.Rect=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.RectView,e.prototype.type=\"Rect\",e.mixins([\"line\",\"fill\"]),e.define({angle:[a.AngleSpec,0],width:[a.DistanceSpec],height:[a.DistanceSpec],dilate:[a.Bool,!1]}),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(8),s=t(34),a=t(104);r.SegmentView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._index_data=function(){var t,e,r,n;for(r=[],t=e=0,n=this._x0.length;0<=n?e<n:e>n;t=0<=n?++e:--e)isNaN(this._x0[t]+this._x1[t]+this._y0[t]+this._y1[t])||r.push({minX:Math.min(this._x0[t],this._x1[t]),minY:Math.min(this._y0[t],this._y1[t]),maxX:Math.max(this._x0[t],this._x1[t]),maxY:Math.max(this._y0[t],this._y1[t]),i:t});return new s.RBush(r)},e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c;if(a=r.sx0,u=r.sy0,l=r.sx1,c=r.sy1,this.visuals.line.doit){for(s=[],i=0,o=e.length;i<o;i++)n=e[i],isNaN(a[n]+u[n]+l[n]+c[n])||(t.beginPath(),t.moveTo(a[n],u[n]),t.lineTo(l[n],c[n]),this.visuals.line.set_vectorize(t,n),s.push(t.stroke()));return s}},e.prototype._hit_point=function(t){var e,r,n,i,s,a,l,u,c,_,h,p,d,f,y,m,v;for(_=[t.vx,t.vy],f=_[0],y=_[1],m=this.renderer.xscale.invert(f,!0),v=this.renderer.yscale.invert(y,!0),c={x:this.renderer.plot_view.canvas.vx_to_sx(f),y:this.renderer.plot_view.canvas.vy_to_sy(y)},n=[],e=this.index.indices({minX:m,minY:v,maxX:m,maxY:v}),s=0,a=e.length;s<a;s++)i=e[s],d=Math.max(2,this.visuals.line.cache_select(\"line_width\",i)/2),h=[{x:this.sx0[i],y:this.sy0[i]},{x:this.sx1[i],y:this.sy1[i]}],l=h[0],u=h[1],r=o.dist_to_segment(c,l,u),r<d&&n.push(i);return p=o.create_hit_test_result(),p[\"1d\"].indices=n,p},e.prototype._hit_span=function(t){var e,r,n,i,s,a,l,u,c,_,h,p,d,f,y,m;for(n=this.renderer.plot_view.frame.h_range,f=this.renderer.plot_view.frame.v_range,l=[t.vx,t.vy],y=l[0],m=l[1],\"v\"===t.direction?(d=this.renderer.yscale.invert(m),u=[this._y0,this._y1],h=u[0],p=u[1]):(d=this.renderer.xscale.invert(y),c=[this._x0,this._x1],h=c[0],p=c[1]),r=[],e=this.index.indices({minX:this.renderer.xscale.invert(n.min),minY:this.renderer.yscale.invert(f.min),maxX:this.renderer.xscale.invert(n.max),maxY:this.renderer.yscale.invert(f.max)}),s=0,a=e.length;s<a;s++)i=e[s],(h[i]<=d&&d<=p[i]||p[i]<=d&&d<=h[i])&&r.push(i);return _=o.create_hit_test_result(),_[\"1d\"].indices=r,_},e.prototype.scx=function(t){return(this.sx0[t]+this.sx1[t])/2},e.prototype.scy=function(t){return(this.sy0[t]+this.sy1[t])/2},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return this._generic_line_legend(t,e,r,n,i,o)},e}(a.GlyphView),r.Segment=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.SegmentView,e.prototype.type=\"Segment\",e.coords([[\"x0\",\"y0\"],[\"x1\",\"y1\"]]),e.mixins([\"line\"]),e}(a.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(13);r.TextView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._render=function(t,e,r){var n,i,o,s,a,l,u,c,_,h;for(_=r.sx,h=r.sy,o=r._x_offset,s=r._y_offset,n=r._angle,i=r._text,c=[],l=0,u=e.length;l<u;l++)a=e[l],isNaN(_[a]+h[a]+o[a]+s[a]+n[a])||null==i[a]||(this.visuals.text.doit?(t.save(),t.translate(_[a]+o[a],h[a]+s[a]),t.rotate(n[a]),this.visuals.text.set_vectorize(t,a),t.fillText(i[a],0,0),c.push(t.restore())):c.push(void 0));return c},e.prototype.draw_legend_for_index=function(t,e,r,n,i,o){return t.save(),this.text_props.set_value(t),t.font=this.text_props.font_value(),t.font=t.font.replace(/\\b[\\d\\.]+[\\w]+\\b/,\"10pt\"),t.textAlign=\"right\",t.textBaseline=\"middle\",t.fillText(\"text\",x2,(i+y2)/2),t.restore()},e}(o.XYGlyphView),r.Text=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.TextView,e.prototype.type=\"Text\",e.mixins([\"text\"]),e.define({text:[s.StringSpec,{field:\"text\"}],angle:[s.AngleSpec,0],x_offset:[s.NumberSpec,0],y_offset:[s.NumberSpec,0]}),e}(o.XYGlyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(34),s=t(104),a=t(8),l=t(13);r.VBarView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return 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n(e,t),e.prototype.default_view=r.VBarView,e.prototype.type=\"VBar\",e.coords([[\"x\",\"bottom\"]]),e.mixins([\"line\",\"fill\"]),e.define({width:[l.DistanceSpec],top:[l.NumberSpec]}),e.override({bottom:0}),e}(s.Glyph)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(123),s=t(8),a=t(13),l=t(27);r.WedgeView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._map_data=function(){return\"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(t,e,r){var 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this._node_selector=e.node_view.model.data_source.selection_manager.selector,this._edge_selector=e.edge_view.model.data_source.selection_manager.selector,i=this._do(t,e,r,n),e.node_view.model.data_source.selected=this._node_selector.indices,e.edge_view.model.data_source.selected=this._edge_selector.indices,e.node_view.model.data_source.select.emit(),i},e.prototype.do_inspection=function(t,e,r,n){var i;return this._node_selector=e.node_view.model.data_source.selection_manager.get_or_create_inspector(e.node_view.model),this._edge_selector=e.edge_view.model.data_source.selection_manager.get_or_create_inspector(e.edge_view.model),i=this._do(t,e,r,n),e.node_view.model.data_source.setv({inspected:this._node_selector.indices},{silent:!0}),e.edge_view.model.data_source.setv({inspected:this._edge_selector.indices},{silent:!0}),e.node_view.model.data_source.inspect.emit([e.node_view,{geometry:t}]),i},e}(r.GraphHitTestPolicy),r.EdgesAndLinkedNodes=function(t){function e(){return 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this._edge_selector=e.edge_view.model.data_source.selection_manager.selector,this._node_selector=e.node_view.model.data_source.selection_manager.selector,i=this._do(t,e,r,n),e.edge_view.model.data_source.selected=this._edge_selector.indices,e.node_view.model.data_source.selected=this._node_selector.indices,e.edge_view.model.data_source.select.emit(),i},e.prototype.do_inspection=function(t,e,r,n){var i;return this._edge_selector=e.edge_view.model.data_source.selection_manager.get_or_create_inspector(e.edge_view.model),this._node_selector=e.node_view.model.data_source.selection_manager.get_or_create_inspector(e.node_view.model),i=this._do(t,e,r,n),e.edge_view.model.data_source.setv({inspected:this._edge_selector.indices},{silent:!0}),e.node_view.model.data_source.setv({inspected:this._node_selector.indices},{silent:!0}),e.edge_view.model.data_source.inspect.emit([e.edge_view,{geometry:t}]),i},e}(r.GraphHitTestPolicy)},function(t,e,r){\"use 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e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"StaticLayoutProvider\",e.prototype.get_node_coordinates=function(t){var e,r,n,i,o,s,a,l,u;for(i=[[],[]],a=i[0],u=i[1],o=t.data.index,r=0,n=o.length;r<n;r++)e=o[r],s=null!=this.graph_layout[e]?this.graph_layout[e][0]:NaN,l=null!=this.graph_layout[e]?this.graph_layout[e][1]:NaN,a.push(s),u.push(l);return[a,u]},e.prototype.get_edge_coordinates=function(t){var e,r,n,i,o,s,a,l,u,c,_,h;for(o=[[],[]],_=o[0],h=o[1],c=t.data.start,r=t.data.end,n=i=0,s=c.length;0<=s?i<s:i>s;n=0<=s?++i:--i)null!=this.graph_layout[c[n]]&&null!=this.graph_layout[r[n]]?(a=[this.graph_layout[c[n]],this.graph_layout[r[n]]],u=a[0],e=a[1]):(l=[[NaN,NaN],[NaN,NaN]],u=l[0],e=l[1]),_.push([u[0],e[0]]),h.push([u[1],e[1]]);return[_,h]},e.define({graph_layout:[s.Any,{}]}),e}(o.LayoutProvider)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in 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e,r,n,i,o,s,a,l,u,c,_,h;if(this.visuals.band_fill.doit)for(n=this.model.grid_coords(\"major\",!1),_=n[0],h=n[1],this.visuals.band_fill.set_value(t),e=r=0,i=_.length-1;0<=i?r<i:r>i;e=0<=i?++r:--r)e%2===1&&(o=this.plot_view.map_to_screen(_[e],h[e],this._x_range_name,this._y_range_name),a=o[0],u=o[1],s=this.plot_view.map_to_screen(_[e+1],h[e+1],this._x_range_name,this._y_range_name),l=s[0],c=s[1],t.fillRect(a[0],u[0],l[1]-a[0],c[1]-u[0]),t.fill())},e.prototype._draw_grids=function(t){var e,r,n;if(this.visuals.grid_line.doit)return e=this.model.grid_coords(\"major\"),r=e[0],n=e[1],this._draw_grid_helper(t,this.visuals.grid_line,r,n)},e.prototype._draw_minor_grids=function(t){var e,r,n;if(this.visuals.minor_grid_line.doit)return e=this.model.grid_coords(\"minor\"),r=e[0],n=e[1],this._draw_grid_helper(t,this.visuals.minor_grid_line,r,n)},e.prototype._draw_grid_helper=function(t,e,r,n){var i,o,s,a,l,u,c,_;for(e.set_value(t),i=o=0,a=r.length;0<=a?o<a:o>a;i=0<=a?++o:--o){for(l=this.plot_view.map_to_screen(r[i],n[i],this._x_range_name,this._y_range_name),c=l[0],_=l[1],t.beginPath(),t.moveTo(Math.round(c[0]),Math.round(_[0])),i=s=1,u=c.length;1<=u?s<u:s>u;i=1<=u?++s:--s)t.lineTo(Math.round(c[i]),Math.round(_[i]));t.stroke()}},e}(s.RendererView),r.Grid=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.GridView,e.prototype.type=\"Grid\",e.mixins([\"line:grid_\",\"line:minor_grid_\",\"fill:band_\"]),e.define({bounds:[a.Any,\"auto\"],dimension:[a.Number,0],ticker:[a.Instance],x_range_name:[a.String,\"default\"],y_range_name:[a.String,\"default\"]}),e.override({level:\"underlay\",band_fill_color:null,band_fill_alpha:0,grid_line_color:\"#e5e5e5\",minor_grid_line_color:null}),e.prototype.ranges=function(){var t,e,r,n;return e=this.dimension,r=(e+1)%2,t=this.plot.plot_canvas.frame,n=[t.x_ranges[this.x_range_name],t.y_ranges[this.y_range_name]],[n[e],n[r]]},e.prototype.computed_bounds=function(){var t,e,r,n,i,o,s;return i=this.ranges(),r=i[0],t=i[1],s=this.bounds,n=[r.min,r.max],l.isArray(s)?(o=Math.min(s[0],s[1]),e=Math.max(s[0],s[1]),o<n[0]?o=n[0]:o>n[1]&&(o=null),e>n[1]?e=n[1]:e<n[0]&&(e=null)):(o=n[0],e=n[1]),[o,e]},e.prototype.grid_coords=function(t,e){var r,n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T;for(null==e&&(e=!0),c=this.dimension,h=(c+1)%2,b=this.ranges(),g=b[0],s=b[1],w=this.computed_bounds(),M=w[0],u=w[1],T=Math.min(M,u),u=Math.max(M,u),M=T,S=this.ticker.get_ticks(M,u,g,s.min,{})[t],m=g.min,y=g.max,i=s.min,n=s.max,o=[[],[]],_=p=0,x=S.length;0<=x?p<x:p>x;_=0<=x?++p:--p)if(S[_]!==m&&S[_]!==y||!e){for(a=[],l=[],r=2,v=d=0,k=r;0<=k?d<k:d>k;v=0<=k?++d:--d)f=i+(n-i)/(r-1)*v,a.push(S[_]),l.push(f);o[c].push(a),o[h].push(l)}return o},e}(o.GuideRenderer)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(128);r.Grid=n.Grid},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(357);n.__exportStar(t(55),r),n.__exportStar(t(70),r),n.__exportStar(t(74),r),n.__exportStar(t(78),r),n.__exportStar(t(80),r),n.__exportStar(t(86),r),n.__exportStar(t(92),r),n.__exportStar(t(109),r),n.__exportStar(t(125),r),n.__exportStar(t(129),r),n.__exportStar(t(133),r),n.__exportStar(t(140),r),n.__exportStar(t(233),r),n.__exportStar(t(143),r),n.__exportStar(t(147),r),n.__exportStar(t(153),r),n.__exportStar(t(159),r),n.__exportStar(t(162),r),n.__exportStar(t(172),r),n.__exportStar(t(182),r),n.__exportStar(t(194),r),n.__exportStar(t(221),r)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=[].indexOf||function(t){for(var e=0,r=this.length;e<r;e++)if(e in this&&this[e]===t)return e;return-1},s=t(11),a=t(13),l=t(20),u=t(28),c=t(134);r.BoxView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.className=\"bk-grid\",e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.properties.children.change,function(t){return function(){return t.rebuild_child_views()}}(this))},e.prototype.get_height=function(){var t,e,r;return e=this.model.get_layoutable_children(),t=e.map(function(t){return t._height.value}),r=this.model._horizontal?l.max(t):l.sum(t)},e.prototype.get_width=function(){var t,e,r;return e=this.model.get_layoutable_children(),t=e.map(function(t){return t._width.value}),r=this.model._horizontal?l.sum(t):l.max(t)},e}(c.LayoutDOMView),r.Box=function(t){function e(t,r){e.__super__.constructor.call(this,t,r),this._child_equal_size_width=new s.Variable(this.toString()+\".child_equal_size_width\"),this._child_equal_size_height=new s.Variable(this.toString()+\".child_equal_size_height\"),this._box_equal_size_top=new s.Variable(this.toString()+\".box_equal_size_top\"),this._box_equal_size_bottom=new s.Variable(this.toString()+\".box_equal_size_bottom\"),this._box_equal_size_left=new s.Variable(this.toString()+\".box_equal_size_left\"),this._box_equal_size_right=new s.Variable(this.toString()+\".box_equal_size_right\"),this._box_cell_align_top=new s.Variable(this.toString()+\".box_cell_align_top\"),this._box_cell_align_bottom=new s.Variable(this.toString()+\".box_cell_align_bottom\"),this._box_cell_align_left=new s.Variable(this.toString()+\".box_cell_align_left\"),this._box_cell_align_right=new s.Variable(this.toString()+\".box_cell_align_right\")}return n(e,t),e.prototype.default_view=r.BoxView,e.define({children:[a.Array,[]]}),e.internal({spacing:[a.Number,6]}),e.prototype.get_layoutable_children=function(){return this.children},e.prototype.get_constrained_variables=function(){return u.extend({},e.__super__.get_constrained_variables.call(this),{box_equal_size_top:this._box_equal_size_top,box_equal_size_bottom:this._box_equal_size_bottom,box_equal_size_left:this._box_equal_size_left,box_equal_size_right:this._box_equal_size_right,box_cell_align_top:this._box_cell_align_top,box_cell_align_bottom:this._box_cell_align_bottom,box_cell_align_left:this._box_cell_align_left,box_cell_align_right:this._box_cell_align_right})},e.prototype.get_constraints=function(){var t,e,r,n,i,o,a,l,u,c,_,h;if(r=[],e=this.get_layoutable_children(),0===e.length)return r;for(i=0,l=e.length;i<l;i++)t=e[i],h=t.get_constrained_variables(),c=this._child_rect(h),this._horizontal?null!=h.height&&r.push(s.EQ(c.height,[-1,this._height])):null!=h.width&&r.push(s.EQ(c.width,[-1,this._width])),this._horizontal?null!=h.box_equal_size_left&&null!=h.box_equal_size_right&&null!=h.width&&r.push(s.EQ([-1,h.box_equal_size_left],[-1,h.box_equal_size_right],h.width,this._child_equal_size_width)):null!=h.box_equal_size_top&&null!=h.box_equal_size_bottom&&null!=h.height&&r.push(s.EQ([-1,h.box_equal_size_top],[-1,h.box_equal_size_bottom],h.height,this._child_equal_size_height));for(a=this._info(e[0].get_constrained_variables()),r.push(s.EQ(a.span.start,0)),n=o=1,_=e.length;1<=_?o<_:o>_;n=1<=_?++o:--o)u=this._info(e[n].get_constrained_variables()),a.span.size&&r.push(s.EQ(a.span.start,a.span.size,[-1,u.span.start])),r.push(s.WEAK_EQ(a.whitespace.after,u.whitespace.before,0-this.spacing)),r.push(s.GE(a.whitespace.after,u.whitespace.before,0-this.spacing)),a=u;return this._horizontal?null!=h.width&&r.push(s.EQ(a.span.start,a.span.size,[-1,this._width])):null!=h.height&&r.push(s.EQ(a.span.start,a.span.size,[-1,this._height])),r=r.concat(this._align_outer_edges_constraints(!0),this._align_outer_edges_constraints(!1),this._align_inner_cell_edges_constraints(),this._box_equal_size_bounds(!0),this._box_equal_size_bounds(!1),this._box_cell_align_bounds(!0),this._box_cell_align_bounds(!1),this._box_whitespace(!0),this._box_whitespace(!1))},e.prototype._child_rect=function(t){return{x:t.origin_x,y:t.origin_y,width:t.width,height:t.height}},e.prototype._span=function(t){return this._horizontal?{start:t.x,size:t.width}:{start:t.y,size:t.height}},e.prototype._info=function(t){var e,r;return r=this._horizontal?{before:t.whitespace_left,after:t.whitespace_right}:{before:t.whitespace_top,after:t.whitespace_bottom},e=this._span(this._child_rect(t)),{span:e,whitespace:r}},e.prototype._flatten_cell_edge_variables=function(t){var r,n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x;for(w=t?e._top_bottom_inner_cell_edge_variables:e._left_right_inner_cell_edge_variables,r=t!==this._horizontal,l=this.get_layoutable_children(),i=l.length,c={},o=0,_=0,f=l.length;_<f;_++){for(a=l[_],s=a instanceof e?a._flatten_cell_edge_variables(t):{},n=a.get_constrained_variables(),h=0,y=w.length;h<y;h++)m=w[h],m in n&&(s[m]=[n[m]]);for(p in s)x=s[p],r?(g=p.split(\" \"),d=g[0],b=g.length>1?g[1]:\"\",u=this._horizontal?\"row\":\"col\",v=d+\" \"+u+\"-\"+i+\"-\"+o+\"-\"+b):v=p,v in c?c[v]=c[v].concat(x):c[v]=x;o+=1}return c},e.prototype._align_inner_cell_edges_constraints=function(){var t,e,r,n,i,a,l,u;if(t=[],\n",
       "      null!=this.document&&o.call(this.document.roots(),this)>=0){e=this._flatten_cell_edge_variables(this._horizontal);for(i in e)if(u=e[i],u.length>1)for(a=u[0],r=n=1,l=u.length;1<=l?n<l:n>l;r=1<=l?++n:--n)t.push(s.EQ(u[r],[-1,a]))}return t},e.prototype._find_edge_leaves=function(t){var r,n,i,o,s,a,l,u;if(i=this.get_layoutable_children(),a=[[],[]],i.length>0)if(this._horizontal===t)u=i[0],o=i[i.length-1],u instanceof e?a[0]=a[0].concat(u._find_edge_leaves(t)[0]):a[0].push(u),o instanceof e?a[1]=a[1].concat(o._find_edge_leaves(t)[1]):a[1].push(o);else for(s=0,l=i.length;s<l;s++)r=i[s],r instanceof e?(n=r._find_edge_leaves(t),a[0]=a[0].concat(n[0]),a[1]=a[1].concat(n[1])):(a[0].push(r),a[1].push(r));return a},e.prototype._align_outer_edges_constraints=function(t){var e,r,n,i,o,a,l,u,c,_;return a=this._find_edge_leaves(t),c=a[0],i=a[1],t?(_=\"on_edge_align_left\",o=\"on_edge_align_right\"):(_=\"on_edge_align_top\",o=\"on_edge_align_bottom\"),r=function(t,e){var r,n,i,o,s;for(r=[],n=0,o=t.length;n<o;n++)i=t[n],s=i.get_constrained_variables(),e in s&&r.push(s[e]);return r},u=r(c,_),n=r(i,o),l=[],e=function(t){var e,r,n,i,o;if(t.length>1){for(r=t[0],n=i=1,o=t.length;1<=o?i<o:i>o;n=1<=o?++i:--i)e=t[n],l.push(s.EQ([-1,r],e));return null}},e(u),e(n),l},e.prototype._box_insets_from_child_insets=function(t,e,r,n){var i,o,a,l,u,c,_,h,p;return c=this._find_edge_leaves(t),h=c[0],o=c[1],t?(p=e+\"_left\",a=e+\"_right\",u=this[r+\"_left\"],l=this[r+\"_right\"]):(p=e+\"_top\",a=e+\"_bottom\",u=this[r+\"_top\"],l=this[r+\"_bottom\"]),_=[],i=function(t,e,r){var i,o,a,l,u;for(i=[],o=0,l=e.length;o<l;o++)a=e[o],u=a.get_constrained_variables(),r in u&&(n?_.push(s.GE([-1,t],u[r])):_.push(s.EQ([-1,t],u[r])));return null},i(u,h,p),i(l,o,a),_},e.prototype._box_equal_size_bounds=function(t){return this._box_insets_from_child_insets(t,\"box_equal_size\",\"_box_equal_size\",!1)},e.prototype._box_cell_align_bounds=function(t){return this._box_insets_from_child_insets(t,\"box_cell_align\",\"_box_cell_align\",!1)},e.prototype._box_whitespace=function(t){return this._box_insets_from_child_insets(t,\"whitespace\",\"_whitespace\",!0)},e._left_right_inner_cell_edge_variables=[\"box_cell_align_left\",\"box_cell_align_right\"],e._top_bottom_inner_cell_edge_variables=[\"box_cell_align_top\",\"box_cell_align_bottom\"],e}(c.LayoutDOM)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(131);r.ColumnView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.className=\"bk-grid-column\",e}(o.BoxView),r.Column=function(t){function e(t,r){e.__super__.constructor.call(this,t,r),this._horizontal=!1}return n(e,t),e.prototype.type=\"Column\",e.prototype.default_view=r.ColumnView,e}(o.Box)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(131);r.Box=n.Box;var i=t(132);r.Column=i.Column;var o=t(134);r.LayoutDOM=o.LayoutDOM;var s=t(135);r.Row=s.Row;var a=t(136);r.Spacer=a.Spacer;var l=t(137);r.WidgetBox=l.WidgetBox},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(48),s=t(4),a=t(13),l=t(9),u=t(11),c=t(3),_=t(5),h=t(12);r.LayoutDOMView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.is_root&&(this._solver=new u.Solver),this.child_views={},this.build_child_views(),this.connect_signals()},e.prototype.remove=function(){var t,r,n;r=this.child_views;for(t in r)n=r[t],n.remove();return this.child_views={},e.__super__.remove.call(this)},e.prototype.has_finished=function(){var t,r,n;if(!e.__super__.has_finished.call(this))return!1;n=this.child_views;for(t in n)if(r=n[t],!r.has_finished())return!1;return!0},e.prototype.notify_finished=function(){return this.is_root?!this._idle_notified&&this.has_finished()&&null!=this.model.document?(this._idle_notified=!0,this.model.document.notify_idle(this.model)):void 0:e.__super__.notify_finished.call(this)},e.prototype._calc_width_height=function(){var t,e,r,n;for(e=this.el;;){if(e=e.parentNode,null==e){h.logger.warn(\"detached element\"),n=t=null;break}if(r=e.getBoundingClientRect(),n=r.width,t=r.height,0!==t)break}return[n,t]},e.prototype._init_solver=function(){var t,e,r,n,i,o,s,a,l;for(this._root_width=new u.Variable(this.toString()+\".root_width\"),this._root_height=new u.Variable(this.toString()+\".root_height\"),this._solver.add_edit_variable(this._root_width),this._solver.add_edit_variable(this._root_height),n=this.model.get_all_editables(),i=0,s=n.length;i<s;i++)r=n[i],this._solver.add_edit_variable(r,u.Strength.strong);for(e=this.model.get_all_constraints(),o=0,a=e.length;o<a;o++)t=e[o],this._solver.add_constraint(t);return l=this.model.get_constrained_variables(),null!=l.width&&this._solver.add_constraint(u.EQ(l.width,this._root_width)),null!=l.height&&this._solver.add_constraint(u.EQ(l.height,this._root_height)),this._solver.update_variables()},e.prototype._suggest_dims=function(t,e){var r,n;if(n=this.model.get_constrained_variables(),null!=n.width||null!=n.height)return null!==t&&null!==e||(r=this._calc_width_height(),t=r[0],e=r[1]),null!=n.width&&null!=t&&this._solver.suggest_value(this._root_width,t),null!=n.height&&null!=e&&this._solver.suggest_value(this._root_height,e),this._solver.update_variables()},e.prototype.resize=function(t,e){return null==t&&(t=null),null==e&&(e=null),this.is_root?this._do_layout(!1,t,e):this.root.resize(t,e)},e.prototype.layout=function(t){return null==t&&(t=!0),this.is_root?this._do_layout(t):this.root.layout(t)},e.prototype._do_layout=function(t,e,r){return null==e&&(e=null),null==r&&(r=null),t&&(this._solver.clear(),this._init_solver()),this._suggest_dims(e,r),this._layout(),this._layout(),this._layout(!0),this.notify_finished()},e.prototype._layout=function(t){var e,r,n,i,o;for(null==t&&(t=!1),o=this.model.get_layoutable_children(),n=0,i=o.length;n<i;n++)e=o[n],r=this.child_views[e.id],null!=r._layout&&r._layout(t);if(this.render(),t)return this._has_finished=!0},e.prototype.rebuild_child_views=function(){return this.solver.clear(),this.build_child_views(),this.layout()},e.prototype.build_child_views=function(){var t,e,r,n,i,o;for(r=this.model.get_layoutable_children(),c.build_views(this.child_views,r,{parent:this}),s.empty(this.el),o=[],n=0,i=r.length;n<i;n++)t=r[n],e=this.child_views[t.id],o.push(this.el.appendChild(e.el));return o},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.is_root&&window.addEventListener(\"resize\",function(t){return function(){return t.resize()}}(this)),this.connect(this.model.properties.sizing_mode.change,function(t){return function(){return t.layout()}}(this))},e.prototype._render_classes=function(){var t,e,r,n,i;if(this.el.className=\"\",null!=this.className&&this.el.classList.add(this.className),null!=this.model.sizing_mode&&this.el.classList.add(\"bk-layout-\"+this.model.sizing_mode),null!=this.model.css_classes){for(n=this.model.css_classes,i=[],e=0,r=n.length;e<r;e++)t=n[e],i.push(this.el.classList.add(t));return i}},e.prototype.render=function(){var t,e;switch(this._render_classes(),this.model.sizing_mode){case\"fixed\":return null!=this.model.width?e=this.model.width:(e=this.get_width(),this.model.setv({width:e},{silent:!0})),null!=this.model.height?t=this.model.height:(t=this.get_height(),this.model.setv({height:t},{silent:!0})),this.solver.suggest_value(this.model._width,e),this.solver.suggest_value(this.model._height,t),this.solver.update_variables(),this.el.style.position=\"relative\",this.el.style.left=\"\",this.el.style.top=\"\",this.el.style.width=e+\"px\",this.el.style.height=t+\"px\";case\"scale_width\":return t=this.get_height(),this.solver.suggest_value(this.model._height,t),this.solver.update_variables(),this.el.style.position=\"relative\",this.el.style.left=\"\",this.el.style.top=\"\",this.el.style.width=this.model._width.value+\"px\",this.el.style.height=this.model._height.value+\"px\";case\"scale_height\":return e=this.get_width(),this.solver.suggest_value(this.model._width,e),this.solver.update_variables(),this.el.style.position=\"relative\",this.el.style.left=\"\",this.el.style.top=\"\",this.el.style.width=this.model._width.value+\"px\",this.el.style.height=this.model._height.value+\"px\";case\"stretch_both\":return this.el.style.position=\"absolute\",this.el.style.left=this.model._dom_left.value+\"px\",this.el.style.top=this.model._dom_top.value+\"px\",this.el.style.width=this.model._width.value+\"px\",this.el.style.height=this.model._height.value+\"px\"}},e.prototype.get_height=function(){return null},e.prototype.get_width=function(){return null},e}(_.DOMView),r.LayoutDOM=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"LayoutDOM\",e.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r),this._width=new u.Variable(this.toString()+\".width\"),this._height=new u.Variable(this.toString()+\".height\"),this._left=new u.Variable(this.toString()+\".left\"),this._right=new u.Variable(this.toString()+\".right\"),this._top=new u.Variable(this.toString()+\".top\"),this._bottom=new u.Variable(this.toString()+\".bottom\"),this._dom_top=new u.Variable(this.toString()+\".dom_top\"),this._dom_left=new u.Variable(this.toString()+\".dom_left\"),this._width_minus_right=new u.Variable(this.toString()+\".width_minus_right\"),this._height_minus_bottom=new u.Variable(this.toString()+\".height_minus_bottom\"),this._whitespace_top=new u.Variable(this.toString()+\".whitespace_top\"),this._whitespace_bottom=new u.Variable(this.toString()+\".whitespace_bottom\"),this._whitespace_left=new u.Variable(this.toString()+\".whitespace_left\"),this._whitespace_right=new u.Variable(this.toString()+\".whitespace_right\")},e.getters({layout_bbox:function(){return{top:this._top.value,left:this._left.value,width:this._width.value,height:this._height.value,right:this._right.value,bottom:this._bottom.value,dom_top:this._dom_top.value,dom_left:this._dom_left.value}}}),e.prototype.dump_layout=function(){var t,e,r,n,i;for(console.log(this.toString(),this.layout_bbox),n=this.get_layoutable_children(),i=[],e=0,r=n.length;e<r;e++)t=n[e],i.push(t.dump_layout());return i},e.prototype.get_all_constraints=function(){var t,e,r,n,i;for(e=this.get_constraints(),i=this.get_layoutable_children(),r=0,n=i.length;r<n;r++)t=i[r],e=t instanceof l.LayoutCanvas?e.concat(t.get_constraints()):e.concat(t.get_all_constraints());return e},e.prototype.get_all_editables=function(){var t,e,r,n,i;for(e=this.get_editables(),i=this.get_layoutable_children(),r=0,n=i.length;r<n;r++)t=i[r],e=t instanceof l.LayoutCanvas?e.concat(t.get_editables()):e.concat(t.get_all_editables());return e},e.prototype.get_constraints=function(){return[u.GE(this._dom_left),u.GE(this._dom_top),u.GE(this._left),u.GE(this._width,[-1,this._right]),u.GE(this._top),u.GE(this._height,[-1,this._bottom]),u.EQ(this._width_minus_right,[-1,this._width],this._right),u.EQ(this._height_minus_bottom,[-1,this._height],this._bottom)]},e.prototype.get_layoutable_children=function(){return[]},e.prototype.get_editables=function(){switch(this.sizing_mode){case\"fixed\":return[this._height,this._width];case\"scale_width\":return[this._height];case\"scale_height\":return[this._width];default:return[]}},e.prototype.get_constrained_variables=function(){var t;switch(t={origin_x:this._dom_left,origin_y:this._dom_top,whitespace_top:this._whitespace_top,whitespace_bottom:this._whitespace_bottom,whitespace_left:this._whitespace_left,whitespace_right:this._whitespace_right},this.sizing_mode){case\"stretch_both\":t.width=this._width,t.height=this._height;break;case\"scale_width\":t.width=this._width;break;case\"scale_height\":t.height=this._height}return t},e.define({height:[a.Number],width:[a.Number],disabled:[a.Bool,!1],sizing_mode:[a.SizingMode,\"fixed\"],css_classes:[a.Array]}),e}(o.Model)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(131);r.RowView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.className=\"bk-grid-row\",e}(o.BoxView),r.Row=function(t){function e(t,r){e.__super__.constructor.call(this,t,r),this._horizontal=!0}return n(e,t),e.prototype.type=\"Row\",e.prototype.default_view=r.RowView,e}(o.Box)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(134),s=t(28);r.SpacerView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.className=\"bk-spacer-box\",e.prototype.render=function(){if(e.__super__.render.call(this),\"fixed\"===this.sizing_mode)return this.el.style.width=this.model.width+\"px\",this.el.style.height=this.model.height+\"px\"},e.prototype.get_height=function(){return 1},e}(o.LayoutDOMView),r.Spacer=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"Spacer\",e.prototype.default_view=r.SpacerView,e.prototype.get_constrained_variables=function(){return s.extend({},e.__super__.get_constrained_variables.call(this),{on_edge_align_top:this._top,on_edge_align_bottom:this._height_minus_bottom,on_edge_align_left:this._left,on_edge_align_right:this._width_minus_right,box_cell_align_top:this._top,box_cell_align_bottom:this._height_minus_bottom,box_cell_align_left:this._left,box_cell_align_right:this._width_minus_right,box_equal_size_top:this._top,box_equal_size_bottom:this._height_minus_bottom,box_equal_size_left:this._left,box_equal_size_right:this._width_minus_right})},e}(o.LayoutDOM)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new 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this._render_classes(),\"fixed\"!==this.model.sizing_mode&&\"scale_height\"!==this.model.sizing_mode||(r=this.get_width(),this.model._width.value!==r&&this.solver.suggest_value(this.model._width,r)),\"fixed\"!==this.model.sizing_mode&&\"scale_width\"!==this.model.sizing_mode||(e=this.get_height(),this.model._height.value!==e&&this.solver.suggest_value(this.model._height,e)),this.solver.update_variables(),\"stretch_both\"===this.model.sizing_mode?(this.el.style.position=\"absolute\",this.el.style.left=this.model._dom_left.value+\"px\",this.el.style.top=this.model._dom_top.value+\"px\",this.el.style.width=this.model._width.value+\"px\",this.el.style.height=this.model._height.value+\"px\"):(t=this.model._width.value-20>0?this.model._width.value-20+\"px\":\"100%\",this.el.style.width=t)},e.prototype.get_height=function(){var t,e,r,n;e=0,n=this.child_views;for(r in n)i.call(n,r)&&(t=n[r],e+=t.el.scrollHeight);return e+20},e.prototype.get_width=function(){var t,e,r,n,o;if(null!=this.model.width)return this.model.width;o=this.el.scrollWidth+20,n=this.child_views;for(r in n)i.call(n,r)&&(t=n[r],e=t.el.scrollWidth,e>o&&(o=e));return o},e}(l.LayoutDOMView),r.WidgetBox=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"WidgetBox\",e.prototype.default_view=r.WidgetBoxView,e.prototype.initialize=function(t){if(e.__super__.initialize.call(this,t),\"fixed\"===this.sizing_mode&&null===this.width&&(this.width=300,o.logger.info(\"WidgetBox mode is fixed, but no width specified. Using default of 300.\")),\"scale_height\"===this.sizing_mode)return o.logger.warn(\"sizing_mode `scale_height` is not experimental for WidgetBox. Please report your results to the bokeh dev team so we can improve.\")},e.prototype.get_constrained_variables=function(){var t;return t=a.extend({},e.__super__.get_constrained_variables.call(this),{on_edge_align_top:this._top,on_edge_align_bottom:this._height_minus_bottom,on_edge_align_left:this._left,on_edge_align_right:this._width_minus_right,box_cell_align_top:this._top,box_cell_align_bottom:this._height_minus_bottom,box_cell_align_left:this._left,box_cell_align_right:this._width_minus_right,box_equal_size_top:this._top,box_equal_size_bottom:this._height_minus_bottom}),\"fixed\"!==this.sizing_mode&&(t.box_equal_size_left=this._left,t.box_equal_size_right=this._width_minus_right),t},e.prototype.get_layoutable_children=function(){return this.children},e.define({children:[s.Array,[]]}),e}(l.LayoutDOM)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return 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e.__super__.initialize.call(this,t,r),this._nan_color=this._build_palette([s.color2hex(this.nan_color)])[0],this._high_color=null!=this.high_color?this._build_palette([s.color2hex(this.high_color)])[0]:void 0,this._low_color=null!=this.low_color?this._build_palette([s.color2hex(this.low_color)])[0]:void 0},e.prototype._get_values=function(t,e,r){var n,i,o,s,l,u,c,_,h,p,d,f,y,m,v,g;for(null==r&&(r=!1),c=null!=(m=this.low)?m:a.min(t),i=null!=(v=this.high)?v:a.max(t),h=e.length-1,g=[],p=r?this._nan_color:this.nan_color,_=r?this._low_color:this.low_color,o=r?this._high_color:this.high_color,d=1/(i-c),y=1/e.length,s=0,u=t.length;s<u;s++)n=t[s],isNaN(n)?g.push(p):n!==i?(f=(n-c)*d,l=Math.floor(f/y),l<0?null!=this.low_color?g.push(_):g.push(e[0]):l>h?null!=this.high_color?g.push(o):g.push(e[h]):g.push(e[l])):g.push(e[h]);return g},e}(l.ColorMapper)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i,o=function(t,e){function r(){this.constructor=t}for(var 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u=[t.vx,t.vy],d=u[0],m=u[1],c=this.bounds(),o=c.minX,a=c.minY,n=c.maxX,i=c.maxY,p=s.create_hit_test_result(),\"h\"===t.direction?(x=a,k=i,l=this.max_size/2,f=d-l,y=d+l,_=this.renderer.xscale.v_invert([f,y]),b=_[0],w=_[1]):(b=o,w=n,l=this.max_size/2,v=m-l,g=m+l,h=this.renderer.yscale.v_invert([v,g]),x=h[0],k=h[1]),e=s.validate_bbox_coords([b,w],[x,k]),r=this.index.indices(e),p[\"1d\"].indices=r,p},e.prototype._hit_rect=function(t){var e,r,n,i,o,a,l,u;return r=this.renderer.xscale.v_invert([t.vx0,t.vx1]),o=r[0],a=r[1],n=this.renderer.yscale.v_invert([t.vy0,t.vy1]),l=n[0],u=n[1],e=s.validate_bbox_coords([o,a],[l,u]),i=s.create_hit_test_result(),i[\"1d\"].indices=this.index.indices(e),i},e.prototype._hit_poly=function(t){var e,r,n,i,o,a,l,u,c,_,h,p,d;for(a=[t.vx,t.vy],p=a[0],d=a[1],_=this.renderer.plot_view.canvas.v_vx_to_sx(p),h=this.renderer.plot_view.canvas.v_vy_to_sy(d),e=function(){c=[];for(var t=0,e=this.sx.length;0<=e?t<e:t>e;0<=e?t++:t--)c.push(t);return 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e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"GMapOptions\",e.define({map_type:[l.String,\"roadmap\"],scale_control:[l.Bool,!1],styles:[l.String]}),e}(r.MapOptions),r.GMapPlotView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e}(a.PlotView),r.GMapPlot=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"GMapPlot\",e.prototype.default_view=r.GMapPlotView,e.prototype.initialize=function(t){if(e.__super__.initialize.call(this,t),!this.api_key)return 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.\")},e.prototype._init_plot_canvas=function(){return new s.GMapPlotCanvas({plot:this})},e.define({map_options:[l.Instance],api_key:[l.String]}),e}(a.Plot)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i,o=function(t,e){return function(){return t.apply(e,arguments)}},s=function(t,e){function r(){this.constructor=t}for(var n in e)a.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},a={}.hasOwnProperty,l=t(29),u=t(149),c=t(18);n=new c.Signal(this,\"gmaps_ready\"),i=function(t){var e;return window._bokeh_gmaps_callback=function(){return n.emit()},e=document.createElement(\"script\"),e.type=\"text/javascript\",e.src=\"https://maps.googleapis.com/maps/api/js?key=\"+t+\"&callback=_bokeh_gmaps_callback\",\n",
       "      document.body.appendChild(e)},r.GMapPlotCanvasView=function(t){function e(){return this._set_bokeh_ranges=o(this._set_bokeh_ranges,this),this._get_projected_bounds=o(this._get_projected_bounds,this),this._get_latlon_bounds=o(this._get_latlon_bounds,this),e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.initialize=function(t){var r,o;return this.pause(),e.__super__.initialize.call(this,t),this._tiles_loaded=!1,this.zoom_count=0,r=this.model.plot.map_options,this.initial_zoom=r.zoom,this.initial_lat=r.lat,this.initial_lng=r.lng,this.canvas_view.map_el.style.position=\"absolute\",null==(null!=(o=window.google)?o.maps:void 0)&&(null==window._bokeh_gmaps_callback&&i(this.model.plot.api_key),n.connect(function(t){return function(){return t.request_render()}}(this))),this.unpause()},e.prototype.update_range=function(t){var r,n,i,o,s,a,l,u,c;if(null==t)r=this.model.plot.map_options,this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),e.__super__.update_range.call(this,null);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(t.sdx,t.sdy),e.__super__.update_range.call(this,t);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),e.__super__.update_range.call(this,t),c=t.factor<0?-1:1,i=this.map.getZoom(),n=i+c,n>=2&&(this.map.setZoom(n),u=this._get_projected_bounds(),s=u[0],o=u[1],l=u[2],a=u[3],o-s<0&&this.map.setZoom(i)),this.unpause()}return this._set_bokeh_ranges()},e.prototype._build_map=function(){var t,e,r;return e=window.google.maps,this.map_types={satellite:e.MapTypeId.SATELLITE,terrain:e.MapTypeId.TERRAIN,roadmap:e.MapTypeId.ROADMAP,hybrid:e.MapTypeId.HYBRID},r=this.model.plot.map_options,t={center:new e.LatLng(r.lat,r.lng),zoom:r.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[r.map_type],scaleControl:r.scale_control},null!=r.styles&&(t.styles=JSON.parse(r.styles)),this.map=new e.Map(this.canvas_view.map_el,t),e.event.addListener(this.map,\"idle\",function(t){return function(){return t._set_bokeh_ranges()}}(this)),e.event.addListener(this.map,\"bounds_changed\",function(t){return function(){return t._set_bokeh_ranges()}}(this)),e.event.addListenerOnce(this.map,\"tilesloaded\",function(t){return function(){return t._render_finished()}}(this)),this.connect(this.model.plot.properties.map_options.change,function(t){return function(){return t._update_options()}}(this)),this.connect(this.model.plot.map_options.properties.styles.change,function(t){return function(){return t._update_styles()}}(this)),this.connect(this.model.plot.map_options.properties.lat.change,function(t){return function(){return t._update_center(\"lat\")}}(this)),this.connect(this.model.plot.map_options.properties.lng.change,function(t){return function(){return t._update_center(\"lng\")}}(this)),this.connect(this.model.plot.map_options.properties.zoom.change,function(t){return function(){return t._update_zoom()}}(this)),this.connect(this.model.plot.map_options.properties.map_type.change,function(t){return function(){return t._update_map_type()}}(this)),this.connect(this.model.plot.map_options.properties.scale_control.change,function(t){return function(){return t._update_scale_control()}}(this))},e.prototype._render_finished=function(){return this._tiles_loaded=!0,this.notify_finished()},e.prototype.has_finished=function(){return e.__super__.has_finished.call(this)&&this._tiles_loaded===!0},e.prototype._get_latlon_bounds=function(){var t,e,r,n,i,o,s;return e=this.map.getBounds(),r=e.getNorthEast(),t=e.getSouthWest(),i=t.lng(),n=r.lng(),s=t.lat(),o=r.lat(),[i,n,s,o]},e.prototype._get_projected_bounds=function(){var t,e,r,n,i,o,s,a,u,c,_;return i=this._get_latlon_bounds(),u=i[0],a=i[1],_=i[2],c=i[3],o=l.proj4(l.mercator,[u,_]),e=o[0],n=o[1],s=l.proj4(l.mercator,[a,c]),t=s[0],r=s[1],[e,t,n,r]},e.prototype._set_bokeh_ranges=function(){var t,e,r,n,i;return i=this._get_projected_bounds(),e=i[0],t=i[1],n=i[2],r=i[3],this.frame.x_range.setv({start:e,end:t}),this.frame.y_range.setv({start:n,end:r})},e.prototype._update_center=function(t){var e;return e=this.map.getCenter().toJSON(),e[t]=this.model.plot.map_options[t],this.map.setCenter(e),this._set_bokeh_ranges()},e.prototype._update_map_type=function(){var t;return t=window.google.maps,this.map.setOptions({mapTypeId:this.map_types[this.model.plot.map_options.map_type]})},e.prototype._update_scale_control=function(){var t;return t=window.google.maps,this.map.setOptions({scaleControl:this.model.plot.map_options.scale_control})},e.prototype._update_options=function(){return this._update_styles(),this._update_center(\"lat\"),this._update_center(\"lng\"),this._update_zoom(),this._update_map_type()},e.prototype._update_styles=function(){return this.map.setOptions({styles:JSON.parse(this.model.plot.map_options.styles)})},e.prototype._update_zoom=function(){return this.map.setOptions({zoom:this.model.plot.map_options.zoom}),this._set_bokeh_ranges()},e.prototype._map_hook=function(t,e){var r,n,i,o,s;if(n=e[0],o=e[1],s=e[2],r=e[3],this.canvas_view.map_el.style.top=o+\"px\",this.canvas_view.map_el.style.left=n+\"px\",this.canvas_view.map_el.style.width=s+\"px\",this.canvas_view.map_el.style.height=r+\"px\",null==this.map&&null!=(null!=(i=window.google)?i.maps:void 0))return this._build_map()},e.prototype._paint_empty=function(t,e){var r,n,i,o,s,a;return s=this.canvas._width.value,o=this.canvas._height.value,i=e[0],a=e[1],n=e[2],r=e[3],t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+r),t.lineTo(i,a+r),t.lineTo(i,a),t.closePath(),t.fillStyle=this.model.plot.border_fill_color,t.fill()},e}(u.PlotCanvasView),r.GMapPlotCanvas=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.type=\"GMapPlotCanvas\",e.prototype.default_view=r.GMapPlotCanvasView,e.prototype.initialize=function(t,r){return this.use_map=!0,e.__super__.initialize.call(this,t,r)},e}(u.PlotCanvas)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(145);r.MapOptions=n.MapOptions;var i=t(145);r.GMapOptions=i.GMapOptions;var o=t(145);r.GMapPlot=o.GMapPlot;var s=t(146);r.GMapPlotCanvas=s.GMapPlotCanvas;var a=t(148);r.Plot=a.Plot;var l=t(149);r.PlotCanvas=l.PlotCanvas},function(t,e,r){\"use 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Try changing properties on title to update it after initialization.\",this.connect(this.model.properties.title.change,function(e){return function(){return a.logger.warn(t)}}(this))},e.prototype.render=function(){var t,r,n;if(e.__super__.render.call(this),\"scale_both\"===this.model.sizing_mode)return r=this.get_width_height(),n=r[0],t=r[1],this.solver.suggest_value(this.model._width,n),this.solver.suggest_value(this.model._height,t),this.solver.update_variables(),this.el.style.position=\"absolute\",this.el.style.left=this.model._dom_left.value+\"px\",this.el.style.top=this.model._dom_top.value+\"px\",this.el.style.width=this.model._width.value+\"px\",this.el.style.height=this.model._height.value+\"px\"},e.prototype.get_width_height=function(){var t,e,r,n,i,o,s,a,l;return s=this.el.parentNode.clientHeight,a=this.el.parentNode.clientWidth,t=this.model.get_aspect_ratio(),i=a,r=a/t,o=s*t,n=s,i<o?(l=i,e=r):(l=o,e=n),[l,e]},e.prototype.get_height=function(){return this.model._width.value/this.model.get_aspect_ratio()},e.prototype.get_width=function(){return this.model._height.value*this.model.get_aspect_ratio()},e.prototype.save=function(t){return this.plot_canvas_view.save(t)},e.getters({plot_canvas_view:function(){var t;return function(){var e,r,n,i;for(n=u.values(this.child_views),i=[],e=0,r=n.length;e<r;e++)t=n[e],t instanceof f.PlotCanvasView&&i.push(t);return i}.call(this)[0]}}),e}(_.LayoutDOMView),r.Plot=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"Plot\",e.prototype.default_view=r.PlotView,e.prototype.initialize=function(t){var r,n,i,o,s,a,l,_,p,d,f,y,m,v,g,b,w,x,k,M;for(e.__super__.initialize.call(this,t),y=u.values(this.extra_x_ranges).concat(this.x_range),n=0,l=y.length;n<l;n++)k=y[n],f=k.plots,c.isArray(f)&&(f=f.concat(this),k.setv(\"plots\",f,{silent:!0}));for(m=u.values(this.extra_y_ranges).concat(this.y_range),i=0,_=m.length;i<_;i++)M=m[i],f=M.plots,c.isArray(f)&&(f=f.concat(this),M.setv(\"plots\",f,{silent:!0}));for(this._horizontal=\"left\"===(v=this.toolbar_location)||\"right\"===v,null!=this.min_border&&(null==this.min_border_top&&(this.min_border_top=this.min_border),null==this.min_border_bottom&&(this.min_border_bottom=this.min_border),null==this.min_border_left&&(this.min_border_left=this.min_border),null==this.min_border_right&&(this.min_border_right=this.min_border)),null!=this.title&&(x=c.isString(this.title)?new h.Title({text:this.title}):this.title,this.add_layout(x,this.title_location)),this._plot_canvas=this._init_plot_canvas(),this.toolbar.toolbar_location=this.toolbar_location,this.toolbar.toolbar_sticky=this.toolbar_sticky,this.plot_canvas.toolbar=this.toolbar,null==this.width&&(this.width=this.plot_width),null==this.height&&(this.height=this.plot_height),g=[\"above\",\"below\",\"left\",\"right\"],o=0,p=g.length;o<p;o++)for(w=g[o],a=this.getv(w),s=0,d=a.length;s<d;s++)b=a[s],b.add_panel(w);return r=function(t){return function(e){return e._sizeable=t._horizontal?e._width:e._height}}(this),r(this),r(this.plot_canvas)},e.prototype._init_plot_canvas=function(){return new f.PlotCanvas({plot:this})},e.getters({plot_canvas:function(){return this._plot_canvas}}),e.prototype._doc_attached=function(){return this.plot_canvas.attach_document(this.document),e.__super__._doc_attached.call(this)},e.prototype.add_renderers=function(){var t,e;return t=1<=arguments.length?o.call(arguments,0):[],e=this.renderers,e=e.concat(t),this.renderers=e},e.prototype.add_layout=function(t,e){var r;return null==e&&(e=\"center\"),null!=t.props.plot&&(t.plot=this),\"center\"!==e&&(r=this.getv(e),r.push(t),t.add_panel(e)),this.add_renderers(t)},e.prototype.add_glyph=function(t,e,r){var n;return null==r&&(r={}),null==e&&(e=new y.ColumnDataSource),r=u.extend({},r,{data_source:e,glyph:t}),n=new m.GlyphRenderer(r),this.add_renderers(n),n},e.prototype.add_tools=function(){var t,e,r,n;for(n=1<=arguments.length?o.call(arguments,0):[],t=0,e=n.length;t<e;t++)r=n[t],null!=r.overlay&&this.add_renderers(r.overlay);return this.toolbar.tools=this.toolbar.tools.concat(n)},e.prototype.get_aspect_ratio=function(){return this.width/this.height},e.prototype.get_layoutable_children=function(){var t;return t=[this.plot_canvas],null!=this.toolbar_location&&(t=[this.toolbar,this.plot_canvas]),t},e.prototype.get_editables=function(){var t;return t=e.__super__.get_editables.call(this),\"scale_both\"===this.sizing_mode&&(t=t.concat([this._width,this._height])),t},e.prototype.get_constraints=function(){var t,r,n,i;return t=e.__super__.get_constraints.call(this),null!=this.toolbar_location&&(this.toolbar_sticky?t.push(s.EQ(this._sizeable,[-1,this.plot_canvas._sizeable])):t.push(s.EQ(this._sizeable,[-1,this.plot_canvas._sizeable],[-1,this.toolbar._sizeable])),this._horizontal?t.push(s.EQ(this._height,[-1,this.plot_canvas._height])):t.push(s.EQ(this._width,[-1,this.plot_canvas._width])),\"above\"===this.toolbar_location&&(i=this.toolbar_sticky?this.plot_canvas._top:this.plot_canvas._dom_top,t.push(s.EQ(i,[-1,this.toolbar._dom_top],[-1,this.toolbar._height]))),\"below\"===this.toolbar_location&&(this.toolbar_sticky?(t.push(s.GE(this.plot_canvas.below_panel._height,[-1,this.toolbar._height])),t.push(s.WEAK_EQ(this.toolbar._dom_top,[-1,this.plot_canvas._height],this.plot_canvas.below_panel._height))):t.push(s.EQ(this.toolbar._dom_top,[-1,this.plot_canvas._height],this.toolbar._bottom,[-1,this.toolbar._height]))),\"left\"===this.toolbar_location&&(i=this.toolbar_sticky?this.plot_canvas._left:this.plot_canvas._dom_left,t.push(s.EQ(i,[-1,this.toolbar._dom_left],[-1,this.toolbar._width]))),\"right\"===this.toolbar_location&&(this.toolbar_sticky?(t.push(s.GE(this.plot_canvas.right_panel._width,[-1,this.toolbar._width])),t.push(s.WEAK_EQ(this.toolbar._dom_left,[-1,this.plot_canvas._width],this.plot_canvas.right_panel._width))):t.push(s.EQ(this.toolbar._dom_left,[-1,this.plot_canvas._width],this.toolbar._right,[-1,this.toolbar._width]))),\"above\"!==(r=this.toolbar_location)&&\"below\"!==r||t.push(s.EQ(this._width,[-1,this.toolbar._width],[-1,this.plot_canvas._width_minus_right])),\"left\"!==(n=this.toolbar_location)&&\"right\"!==n||(t.push(s.EQ(this._height,[-1,this.toolbar._height],[-1,this.plot_canvas.above_panel._height])),t.push(s.EQ(this.toolbar._dom_top,[-1,this.plot_canvas.above_panel._height])))),null==this.toolbar_location&&(t.push(s.EQ(this._width,[-1,this.plot_canvas._width])),t.push(s.EQ(this._height,[-1,this.plot_canvas._height]))),t},e.prototype.get_constrained_variables=function(){var t;return t=u.extend({},e.__super__.get_constrained_variables.call(this),{on_edge_align_top:this.plot_canvas._top,on_edge_align_bottom:this.plot_canvas._height_minus_bottom,on_edge_align_left:this.plot_canvas._left,on_edge_align_right:this.plot_canvas._width_minus_right,box_cell_align_top:this.plot_canvas._top,box_cell_align_bottom:this.plot_canvas._height_minus_bottom,box_cell_align_left:this.plot_canvas._left,box_cell_align_right:this.plot_canvas._width_minus_right,box_equal_size_top:this.plot_canvas._top,box_equal_size_bottom:this.plot_canvas._height_minus_bottom}),\"fixed\"!==this.sizing_mode&&(t.box_equal_size_left=this.plot_canvas._left,t.box_equal_size_right=this.plot_canvas._width_minus_right),t},e.mixins([\"line:outline_\",\"fill:background_\",\"fill:border_\"]),e.define({toolbar:[l.Instance,function(){return new d.Toolbar}],toolbar_location:[l.Location,\"right\"],toolbar_sticky:[l.Bool,!0],plot_width:[l.Number,600],plot_height:[l.Number,600],title:[l.Any,function(){return new h.Title({text:\"\"})}],title_location:[l.Location,\"above\"],h_symmetry:[l.Bool,!0],v_symmetry:[l.Bool,!1],above:[l.Array,[]],below:[l.Array,[]],left:[l.Array,[]],right:[l.Array,[]],renderers:[l.Array,[]],x_range:[l.Instance],extra_x_ranges:[l.Any,{}],y_range:[l.Instance],extra_y_ranges:[l.Any,{}],x_scale:[l.Instance,function(){return new p.LinearScale}],y_scale:[l.Instance,function(){return new p.LinearScale}],lod_factor:[l.Number,10],lod_interval:[l.Number,300],lod_threshold:[l.Number,2e3],lod_timeout:[l.Number,500],hidpi:[l.Bool,!0],output_backend:[l.OutputBackend,\"canvas\"],min_border:[l.Number,5],min_border_top:[l.Number,null],min_border_left:[l.Number,null],min_border_bottom:[l.Number,null],min_border_right:[l.Number,null],inner_width:[l.Number],inner_height:[l.Number],layout_width:[l.Number],layout_height:[l.Number],match_aspect:[l.Bool,!1],aspect_scale:[l.Number,1]}),e.override({outline_line_color:\"#e5e5e5\",border_fill_color:\"#ffffff\",background_fill_color:\"#ffffff\"}),e.getters({all_renderers:function(){var t,e,r,n,i;for(n=this.renderers,r=this.toolbar.tools,t=0,e=r.length;t<e;t++)i=r[t],n=n.concat(i.synthetic_renderers);return n},x_mapper_type:function(){return log.warning(\"x_mapper_type attr is deprecated, use x_scale\"),this.x_scale},y_mapper_type:function(){return log.warning(\"y_mapper_type attr is deprecated, use y_scale\"),this.y_scale},webgl:function(){return log.warning(\"webgl attr is deprecated, use output_backend\"),\"webgl\"===this.output_backend},tool_events:function(){return log.warning(\"tool_events attr is deprecated, use SelectionGeometry Event\"),null}}),e}(_.LayoutDOM),v.register_with_event(v.UIEvent,r.Plot)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i,o,s,a,l=function(t,e){function r(){this.constructor=t}for(var n in e)u.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},u={}.hasOwnProperty,c=[].indexOf||function(t){for(var e=0,r=this.length;e<r;e++)if(e in this&&this[e]===t)return e;return-1},_=t(76),h=t(77),p=t(151),d=t(156),f=t(134),y=t(18),m=t(3),v=t(19),g=t(2),b=t(9),w=t(44),x=t(5),k=t(11),M=t(12),S=t(6),T=t(13),O=t(39),P=t(40),A=t(20),j=t(28),E=t(10);a=null,r.PlotCanvasView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.className=\"bk-plot-wrapper\",e.prototype.state={history:[],index:-1},e.prototype.view_options=function(){return j.extend({plot_view:this,parent:this},this.options)},e.prototype.pause=function(){return null==this._is_paused?this._is_paused=1:this._is_paused+=1},e.prototype.unpause=function(t){if(null==t&&(t=!1),this._is_paused-=1,0===this._is_paused&&!t)return this.request_render()},e.prototype.request_render=function(){return this.request_paint()},e.prototype.request_paint=function(){this.is_paused||this.throttled_paint()},e.prototype.remove=function(){return m.remove_views(this.renderer_views),m.remove_views(this.tool_views),this.canvas_view.remove(),this.canvas_view=null,e.__super__.remove.call(this)},e.prototype.initialize=function(t){var r,n,i,o;for(this.pause(),e.__super__.initialize.call(this,t),this.force_paint=new y.Signal(this,\"force_paint\"),this.state_changed=new y.Signal(this,\"state_changed\"),this.lod_started=!1,this.visuals=new w.Visuals(this.model.plot),this._initial_state_info={range:null,selection:{},dimensions:{width:this.model.canvas._width.value,height:this.model.canvas._height.value}},this.frame=this.model.frame,this.canvas=this.model.canvas,this.canvas_view=new this.canvas.default_view({model:this.canvas,parent:this}),this.el.appendChild(this.canvas_view.el),this.canvas_view.render(),\"webgl\"===this.model.plot.output_backend&&this.init_webgl(),this.throttled_paint=O.throttle(function(t){return function(){return t.force_paint.emit()}}(this),15),this.ui_event_bus=new v.UIEvents(this,this.model.toolbar,this.canvas_view.el,this.model.plot),this.levels={},o=S.RenderLevel,r=0,n=o.length;r<n;r++)i=o[r],this.levels[i]={};return this.renderer_views={},this.tool_views={},this.build_levels(),this.build_tools(),this.connect_signals(),this.update_dataranges(),this.unpause(!0),M.logger.debug(\"PlotView initialized\"),this},e.prototype.set_cursor=function(t){return null==t&&(t=\"default\"),this.canvas_view.el.style.cursor=t},e.getters({canvas_overlays:function(){return this.canvas_view.overlays_el},is_paused:function(){return null!=this._is_paused&&0!==this._is_paused}}),e.prototype.init_webgl=function(){var t,e,r;return t=this.canvas_view.ctx,e=a,null==e&&(a=e=document.createElement(\"canvas\"),r={premultipliedAlpha:!0},e.gl=e.getContext(\"webgl\",r)||e.getContext(\"experimental-webgl\",r)),null!=e.gl?t.glcanvas=e:M.logger.warn(\"WebGL is not supported, falling back to 2D canvas.\")},e.prototype.prepare_webgl=function(t,e){var r,n,i,o;if(n=this.canvas_view.ctx,r=this.canvas_view.get_canvas_element(),n.glcanvas)return n.glcanvas.width=r.width,n.glcanvas.height=r.height,o=n.glcanvas.gl,o.viewport(0,0,n.glcanvas.width,n.glcanvas.height),o.clearColor(0,0,0,0),o.clear(o.COLOR_BUFFER_BIT||o.DEPTH_BUFFER_BIT),o.enable(o.SCISSOR_TEST),i=n.glcanvas.height-t*(e[1]+e[3]),o.scissor(t*e[0],i,t*e[2],t*e[3]),o.enable(o.BLEND),o.blendFuncSeparate(o.SRC_ALPHA,o.ONE_MINUS_SRC_ALPHA,o.ONE_MINUS_DST_ALPHA,o.ONE)},e.prototype.blit_webgl=function(t){var e;if(e=this.canvas_view.ctx,e.glcanvas)return M.logger.debug(\"drawing with WebGL\"),e.restore(),e.drawImage(e.glcanvas,0,0),e.save(),e.scale(t,t),e.translate(.5,.5)},e.prototype.update_dataranges=function(){var t,e,r,n,i,o,s,a,l,u,c,_,h,d,f,y,m,v,g,b,w,x,k,S,T,O,P,A,E,z,C,N,D,F,I,B;for(o=this.model.frame,e={},v={},n=!1,k=j.values(o.x_ranges).concat(j.values(o.y_ranges)),l=0,_=k.length;l<_;l++)x=k[l],x instanceof p.DataRange1d&&\"log\"===x.scale_hint&&(n=!0);S=this.renderer_views;for(u in S)C=S[u],t=null!=(T=C.glyph)&&\"function\"==typeof T.bounds?T.bounds():void 0,null!=t&&(e[u]=t),n&&(m=null!=(O=C.glyph)&&\"function\"==typeof O.log_bounds?O.log_bounds():void 0,null!=m&&(v[u]=m));if(i=!1,s=!1,this.model.plot.match_aspect!==!1&&0!==this.frame._width.value&&0!==this.frame._height.value){x=1/this.model.plot.aspect_scale*(this.frame._width.value/this.frame._height.value);for(u in e)C=e[u],N=C.maxX-C.minX,N<=0&&(N=1),a=C.maxY-C.minY,a<=0&&(a=1),D=.5*(C.maxX+C.minX),I=.5*(C.maxY+C.minY),N<x*a?N=x*a:a=N/x,e[u].maxX=D+.5*N,e[u].minX=D-.5*N,e[u].maxY=I+.5*a,e[u].minY=I-.5*a}for(P=j.values(o.x_ranges),c=0,h=P.length;c<h;c++)F=P[c],F instanceof p.DataRange1d&&(r=\"log\"===F.scale_hint?v:e,F.update(r,0,this.model.id),F.follow&&(i=!0)),null!=F.bounds&&(s=!0);for(A=j.values(o.y_ranges),g=0,d=A.length;g<d;g++)B=A[g],B instanceof p.DataRange1d&&(r=\"log\"===B.scale_hint?v:e,B.update(r,1,this.model.id),B.follow&&(i=!0)),null!=B.bounds&&(s=!0);if(i&&s){for(M.logger.warn(\"Follow enabled so bounds are unset.\"),E=j.values(o.x_ranges),b=0,f=E.length;b<f;b++)F=E[b],F.bounds=null;for(z=j.values(o.y_ranges),w=0,y=z.length;w<y;w++)B=z[w],B.bounds=null}return this.range_update_timestamp=Date.now()},e.prototype.map_to_screen=function(t,e,r,n){return null==r&&(r=\"default\"),null==n&&(n=\"default\"),this.frame.map_to_screen(t,e,this.canvas,r,n)},e.prototype.push_state=function(t,e){var r,n;return r=(null!=(n=this.state.history[this.state.index])?n.info:void 0)||{},e=j.extend({},this._initial_state_info,r,e),this.state.history.slice(0,this.state.index+1),this.state.history.push({type:t,info:e}),this.state.index=this.state.history.length-1,this.state_changed.emit()},e.prototype.clear_state=function(){return this.state={history:[],index:-1},this.state_changed.emit()},e.prototype.can_undo=function(){return this.state.index>=0},e.prototype.can_redo=function(){return this.state.index<this.state.history.length-1},e.prototype.undo=function(){if(this.can_undo())return this.state.index-=1,this._do_state_change(this.state.index),this.state_changed.emit()},e.prototype.redo=function(){if(this.can_redo())return this.state.index+=1,this._do_state_change(this.state.index),this.state_changed.emit()},e.prototype._do_state_change=function(t){var e,r;if(e=(null!=(r=this.state.history[t])?r.info:void 0)||this._initial_state_info,null!=e.range&&this.update_range(e.range),null!=e.selection&&this.update_selection(e.selection),null!=e.dimensions)return this.canvas_view.set_dims([e.dimensions.width,e.dimensions.height])},e.prototype.reset_dimensions=function(){return this.update_dimensions(this.canvas.initial_width,this.canvas.initial_height)},e.prototype.update_dimensions=function(t,e){return this.pause(),this.model.plot.width=t,this.model.plot.height=e,this.parent.layout(),this.unpause()},e.prototype.get_selection=function(){var t,e,r,n,i,o;for(o=[],r=this.model.plot.renderers,t=0,e=r.length;t<e;t++)n=r[t],n instanceof d.GlyphRenderer&&(i=n.data_source.selected,o[n.id]=i);return o},e.prototype.update_selection=function(t){var e,r,n,i,o,s,a;for(i=this.model.plot.renderers,a=[],r=0,n=i.length;r<n;r++)s=i[r],s instanceof d.GlyphRenderer&&(e=s.data_source,null!=t?(o=s.id,c.call(t,o)>=0?a.push(e.selected=t[s.id]):a.push(void 0)):a.push(e.selection_manager.clear()));return a},e.prototype.reset_selection=function(){return this.update_selection(null)},e.prototype._update_ranges_together=function(t){var e,r,n,i,o,s,a,l,u,c;for(c=1,e=0,n=t.length;e<n;e++)s=t[e],u=s[0],o=s[1],c=Math.min(c,this._get_weight_to_constrain_interval(u,o));if(c<1){for(l=[],r=0,i=t.length;r<i;r++)a=t[r],u=a[0],o=a[1],o.start=c*o.start+(1-c)*u.start,l.push(o.end=c*o.end+(1-c)*u.end);return l}},e.prototype._update_ranges_individually=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f,y,m;for(n=!1,i=0,s=t.length;i<s;i++)h=t[i],y=h[0],_=h[1],f=y.start>y.end,r||(m=this._get_weight_to_constrain_interval(y,_),m<1&&(_.start=m*_.start+(1-m)*y.start,_.end=m*_.end+(1-m)*y.end)),null!=y.bounds&&(u=y.bounds[0],l=y.bounds[1],c=Math.abs(_.end-_.start),f?(null!=u&&u>=_.end&&(n=!0,_.end=u,null==e&&null==r||(_.start=u+c)),null!=l&&l<=_.start&&(n=!0,_.start=l,null==e&&null==r||(_.end=l-c))):(null!=u&&u>=_.start&&(n=!0,_.start=u,null==e&&null==r||(_.end=u+c)),null!=l&&l<=_.end&&(n=!0,_.end=l,null==e&&null==r||(_.start=l-c))));if(!r||!n){for(d=[],o=0,a=t.length;o<a;o++)p=t[o],y=p[0],_=p[1],y.have_updated_interactively=!0,y.start!==_.start||y.end!==_.end?d.push(y.setv(_)):d.push(void 0);return d}},e.prototype._get_weight_to_constrain_interval=function(t,e){var r,n,i,o,s,a,l,u,c;return s=t.min_interval,n=t.max_interval,c=1,null!=t.bounds&&(u=t.bounds,o=u[0],r=u[1],null!=o&&null!=r&&(i=Math.abs(r-o),n=null!=n?Math.min(n,i):i)),null==s&&null==n||(l=Math.abs(t.end-t.start),a=Math.abs(e.end-e.start),s>0&&a<s&&(c=(l-s)/(l-a)),n>0&&a>n&&(c=(n-l)/(a-l)),c=Math.max(0,Math.min(1,c))),c},e.prototype.update_range=function(t,e,r){var n,i,o,s,a,l,u;if(this.pause(),null==t){o=this.frame.x_ranges;for(n in o)u=o[n],u.reset();s=this.frame.y_ranges;for(n in s)u=s[n],u.reset();this.update_dataranges()}else{i=[],a=this.frame.x_ranges;for(n in a)u=a[n],i.push([u,t.xrs[n]]);l=this.frame.y_ranges;for(n in l)u=l[n],i.push([u,t.yrs[n]]);r&&this._update_ranges_together(i),this._update_ranges_individually(i,e,r)}return this.unpause()},e.prototype.reset_range=function(){return this.update_range(null)},e.prototype.build_levels=function(){var t,e,r,n,i,o,s,a,l,u,c;for(l=this.model.plot.all_renderers,a=Object.keys(this.renderer_views),s=m.build_views(this.renderer_views,l,this.view_options()),u=A.difference(a,function(){var t,e,r;for(r=[],t=0,e=l.length;t<e;t++)o=l[t],r.push(o.id);return r}()),e=0,n=u.length;e<n;e++)t=u[e],delete this.levels.glyph[t];for(r=0,i=s.length;r<i;r++)c=s[r],this.levels[c.model.level][c.model.id]=c,c.connect_signals();return this},e.prototype.get_renderer_views=function(){var t,e,r,n,i;for(n=this.model.plot.renderers,i=[],t=0,e=n.length;t<e;t++)r=n[t],i.push(this.levels[r.level][r.id]);return i},e.prototype.build_tools=function(){var t,e,r,n,i,o;for(i=this.model.plot.toolbar.tools,r=m.build_views(this.tool_views,i,this.view_options()),n=[],t=0,e=r.length;t<e;t++)o=r[t],o.connect_signals(),n.push(this.ui_event_bus.register_tool(o));return n},e.prototype.connect_signals=function(){var t,r,n,i;e.__super__.connect_signals.call(this),this.connect(this.force_paint,function(t){return function(){return t.paint()}}(this)),r=this.model.frame.x_ranges;for(t in r)i=r[t],this.connect(i.change,function(){return this.request_render()});n=this.model.frame.y_ranges;for(t in n)i=n[t],this.connect(i.change,function(){return this.request_render()});return this.connect(this.model.plot.properties.renderers.change,function(t){return function(){return t.build_levels()}}(this)),this.connect(this.model.plot.toolbar.properties.tools.change,function(t){return function(){return t.build_levels(),t.build_tools()}}(this)),this.connect(this.model.plot.change,function(){return this.request_render()})},e.prototype.set_initial_range=function(){var t,e,r,n,i,o,s;t=!0,o={},r=this.frame.x_ranges;for(e in r){if(i=r[e],null==i.start||null==i.end||P.isStrictNaN(i.start+i.end)){t=!1;break}o[e]={start:i.start,end:i.end}}if(t){s={},n=this.frame.y_ranges;for(e in n){if(i=n[e],null==i.start||null==i.end||P.isStrictNaN(i.start+i.end)){t=!1;break}s[e]={start:i.start,end:i.end}}}return t?(this._initial_state_info.range=this.initial_range_info={xrs:o,yrs:s},M.logger.debug(\"initial ranges set\")):M.logger.warn(\"could not set initial ranges\")},e.prototype.update_constraints=function(){var t,e,r;this.solver.suggest_value(this.frame._width,this.canvas._width.value),this.solver.suggest_value(this.frame._height,this.canvas._height.value),e=this.renderer_views;for(t in e)r=e[t],null!=r.model.panel&&E.update_panel_constraints(r);return this.solver.update_variables()},e.prototype._layout=function(t){if(null==t&&(t=!1),this.render(),t)return this.model.plot.setv({inner_width:Math.round(this.frame._width.value),inner_height:Math.round(this.frame._height.value),layout_width:Math.round(this.canvas._width.value),layout_height:Math.round(this.canvas._height.value)},{no_change:!0}),this.request_paint()},e.prototype.has_finished=function(){var t,r,n,i;if(!e.__super__.has_finished.call(this))return!1;r=this.levels;for(t in r){n=r[t];for(t in n)if(i=n[t],!i.has_finished())return!1}return!0},e.prototype.render=function(){var t,e;return e=this.model._width.value,t=this.model._height.value,this.canvas_view.set_dims([e,t]),this.update_constraints(),this.model.plot.match_aspect!==!1&&0!==this.frame._width.value&&0!==this.frame._height.value&&this.update_dataranges(),this.el.style.position=\"absolute\",this.el.style.left=this.model._dom_left.value+\"px\",this.el.style.top=this.model._dom_top.value+\"px\",this.el.style.width=this.model._width.value+\"px\",this.el.style.height=this.model._height.value+\"px\"},e.prototype.paint=function(){var t,e,r,n,i,o,s,a,l,u,c;if(!this.is_paused){M.logger.trace(\"PlotCanvas.render() for \"+this.model.id),this.canvas_view.prepare_canvas(),Date.now()-this.interactive_timestamp<this.model.plot.lod_interval?(this.lod_started||(this.model.plot.trigger_event(new g.LODStart({})),this.lod_started=!0),this.interactive=!0,i=this.model.plot.lod_timeout,setTimeout(function(t){return function(){return t.interactive&&Date.now()-t.interactive_timestamp>i&&(t.interactive=!1),t.request_render()}}(this),i)):(this.interactive=!1,this.lod_started&&(this.model.plot.trigger_event(new g.LODEnd({})),this.lod_started=!1)),s=this.renderer_views;for(n in s)if(a=s[n],null==this.range_update_timestamp||a.set_data_timestamp>this.range_update_timestamp){this.update_dataranges();break}return this.model.frame._update_scales(),t=this.canvas_view.ctx,t.pixel_ratio=o=this.canvas.pixel_ratio,t.save(),t.scale(o,o),t.translate(.5,.5),e=[this.canvas.vx_to_sx(this.frame._left.value),this.canvas.vy_to_sy(this.frame._top.value),this.frame._width.value,this.frame._height.value],this._map_hook(t,e),this._paint_empty(t,e),this.prepare_webgl(o,e),t.save(),this.visuals.outline_line.doit&&(this.visuals.outline_line.set_value(t),u=e[0],c=e[1],l=e[2],r=e[3],u+l===this.canvas._width.value&&(l-=1),c+r===this.canvas._height.value&&(r-=1),t.strokeRect(u,c,l,r)),t.restore(),this._paint_levels(t,[\"image\",\"underlay\",\"glyph\"],e),this.blit_webgl(o),this._paint_levels(t,[\"annotation\"],e),this._paint_levels(t,[\"overlay\"]),null==this.initial_range_info&&this.set_initial_range(),t.restore(),this._has_finished?void 0:(this._has_finished=!0,this.notify_finished())}},e.prototype._paint_levels=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f,y;for(t.save(),null!=r&&\"canvas\"===this.model.plot.output_backend&&(t.beginPath(),t.rect.apply(t,r),t.clip()),i={},h=this.model.plot.renderers,n=o=0,a=h.length;o<a;n=++o)p=h[n],i[p.id]=n;for(y=function(t){return i[t.model.id]},s=0,l=e.length;s<l;s++)for(c=e[s],f=A.sortBy(j.values(this.levels[c]),y),_=0,u=f.length;_<u;_++)d=f[_],d.render();return t.restore()},e.prototype._map_hook=function(t,e){},e.prototype._paint_empty=function(t,e){if(t.clearRect(0,0,this.canvas_view.model._width.value,this.canvas_view.model._height.value),this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(t),t.fillRect(0,0,this.canvas_view.model._width.value,this.canvas_view.model._height.value),t.clearRect.apply(t,e)),this.visuals.background_fill.doit)return this.visuals.background_fill.set_value(t),t.fillRect.apply(t,e)},e.prototype.save=function(t){var e,r,n,i,o,s,a;return\"canvas\"===(o=this.model.plot.output_backend)||\"webgl\"===o?(r=this.canvas_view.get_canvas_element(),null!=r.msToBlob?(e=r.msToBlob(),window.navigator.msSaveBlob(e,t)):(i=document.createElement(\"a\"),i.href=r.toDataURL(\"image/png\"),i.download=t+\".png\",i.target=\"_blank\",\n",
       "      i.dispatchEvent(new MouseEvent(\"click\")))):\"svg\"===this.model.plot.output_backend?(s=this.canvas_view.ctx.getSerializedSvg(!0),a=new Blob([s],{type:\"text/plain\"}),n=document.createElement(\"a\"),n.download=t+\".svg\",n.innerHTML=\"Download svg\",n.href=window.URL.createObjectURL(a),n.onclick=function(t){return document.body.removeChild(t.target)},n.style.display=\"none\",document.body.appendChild(n),n.click()):void 0},e}(x.DOMView),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.type=\"AbovePanel\",e}(b.LayoutCanvas),i=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.type=\"BelowPanel\",e}(b.LayoutCanvas),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.type=\"LeftPanel\",e}(b.LayoutCanvas),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.type=\"RightPanel\",e}(b.LayoutCanvas),r.PlotCanvas=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.type=\"PlotCanvas\",e.prototype.default_view=r.PlotCanvasView,e.prototype.initialize=function(t,r){var a;return e.__super__.initialize.call(this,t,r),this.canvas=new _.Canvas({map:null!=(a=this.use_map)&&a,initial_width:this.plot.plot_width,initial_height:this.plot.plot_height,use_hidpi:this.plot.hidpi,output_backend:this.plot.output_backend}),this.frame=new h.CartesianFrame({x_range:this.plot.x_range,extra_x_ranges:this.plot.extra_x_ranges,x_scale:this.plot.x_scale,y_range:this.plot.y_range,extra_y_ranges:this.plot.extra_y_ranges,y_scale:this.plot.y_scale}),this.above_panel=new n,this.below_panel=new i,this.left_panel=new o,this.right_panel=new s,M.logger.debug(\"PlotCanvas initialized\")},e.prototype._doc_attached=function(){return this.canvas.attach_document(this.document),this.frame.attach_document(this.document),this.above_panel.attach_document(this.document),this.below_panel.attach_document(this.document),this.left_panel.attach_document(this.document),this.right_panel.attach_document(this.document),e.__super__._doc_attached.call(this),M.logger.debug(\"PlotCanvas attached to document\")},e.override({sizing_mode:\"stretch_both\"}),e.internal({plot:[T.Instance],toolbar:[T.Instance],canvas:[T.Instance],frame:[T.Instance]}),e.prototype.get_layoutable_children=function(){var t,e;return t=[this.above_panel,this.below_panel,this.left_panel,this.right_panel,this.canvas,this.frame],e=function(e){var r,n,i,o;for(o=[],r=0,n=e.length;r<n;r++)i=e[r],null!=i.panel?o.push(t.push(i.panel)):o.push(void 0);return o},e(this.plot.above),e(this.plot.below),e(this.plot.left),e(this.plot.right),t},e.prototype.get_constraints=function(){return e.__super__.get_constraints.call(this).concat(this._get_constant_constraints(),this._get_side_constraints())},e.prototype._get_constant_constraints=function(){return[k.GE(this.above_panel._height,-this.plot.min_border_top),k.GE(this.below_panel._height,-this.plot.min_border_bottom),k.GE(this.left_panel._width,-this.plot.min_border_left),k.GE(this.right_panel._width,-this.plot.min_border_right),k.EQ(this.above_panel._top,[-1,this.canvas._top]),k.EQ(this.above_panel._bottom,[-1,this.frame._top]),k.EQ(this.below_panel._bottom,[-1,this.canvas._bottom]),k.EQ(this.below_panel._top,[-1,this.frame._bottom]),k.EQ(this.left_panel._left,[-1,this.canvas._left]),k.EQ(this.left_panel._right,[-1,this.frame._left]),k.EQ(this.right_panel._right,[-1,this.canvas._right]),k.EQ(this.right_panel._left,[-1,this.frame._right]),k.EQ(this.above_panel._height,[-1,this._top]),k.EQ(this.above_panel._height,[-1,this.canvas._top],this.frame._top),k.EQ(this.below_panel._height,[-1,this._height],this._bottom),k.EQ(this.below_panel._height,[-1,this.frame._bottom]),k.EQ(this.left_panel._width,[-1,this._left]),k.EQ(this.left_panel._width,[-1,this.frame._left]),k.EQ(this.right_panel._width,[-1,this._width],this._right),k.EQ(this.right_panel._width,[-1,this.canvas._right],this.frame._right)]},e.prototype._get_side_constraints=function(){var t,e,r,n,i,o,s,a,l;return t=[this.frame].concat(this.plot.above),e=[this.frame].concat(this.plot.below),a=[this.frame].concat(this.plot.left),l=[this.frame].concat(this.plot.right),r=A.pairwise(t,function(t,e){return k.EQ(t.panel._top,[-1,e.panel._bottom])}),n=A.pairwise(e,function(t,e){return k.EQ(t.panel._bottom,[-1,e.panel._top])}),i=A.pairwise(a,function(t,e){return k.EQ(t.panel._left,[-1,e.panel._right])}),s=A.pairwise(l,function(t,e){return k.EQ(t.panel._right,[-1,e.panel._left])}),o=[].concat(r,n,i,s),this.plot.above.length>0&&o.push(k.EQ(A.last(this.plot.above).panel._top,[-1,this.above_panel._top])),this.plot.below.length>0&&o.push(k.EQ(A.last(this.plot.below).panel._bottom,[-1,this.below_panel._bottom])),this.plot.left.length>0&&o.push(k.EQ(A.last(this.plot.left).panel._left,[-1,this.left_panel._left])),this.plot.right.length>0&&o.push(k.EQ(A.last(this.plot.right).panel._right,[-1,this.right_panel._right])),o},e}(f.LayoutDOM)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(154),s=t(13);r.DataRange=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"DataRange\",e.define({names:[s.Array,[]],renderers:[s.Array,[]]}),e}(o.Range)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(150),s=t(156),a=t(12),l=t(13),u=t(21);r.DataRange1d=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"DataRange1d\",e.define({start:[l.Number],end:[l.Number],range_padding:[l.Number,.1],range_padding_units:[l.PaddingUnits,\"percent\"],flipped:[l.Bool,!1],follow:[l.StartEnd],follow_interval:[l.Number],default_span:[l.Number,2],bounds:[l.Any],min_interval:[l.Any],max_interval:[l.Any]}),e.internal({scale_hint:[l.String,\"auto\"]}),e.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r),this.plot_bounds={},this.have_updated_interactively=!1,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},e.getters({min:function(){return Math.min(this.start,this.end)},max:function(){return Math.max(this.start,this.end)}}),e.prototype.computed_renderers=function(){var t,e,r,n,i,o,l,u,c,_,h;if(o=this.names,_=this.renderers,0===_.length)for(c=this.plots,e=0,n=c.length;e<n;e++)l=c[e],t=l.renderers,h=function(){var e,r,n;for(n=[],e=0,r=t.length;e<r;e++)u=t[e],u instanceof s.GlyphRenderer&&n.push(u);return n}(),_=_.concat(h);for(o.length>0&&(_=function(){var t,e,r;for(r=[],t=0,e=_.length;t<e;t++)u=_[t],o.indexOf(u.name)>=0&&r.push(u);return r}()),a.logger.debug(\"computed \"+_.length+\" renderers for DataRange1d \"+this.id),r=0,i=_.length;r<i;r++)u=_[r],a.logger.trace(\" - \"+u.type+\" \"+u.id);return _},e.prototype._compute_plot_bounds=function(t,e){var r,n,i,o;for(o=u.empty(),r=0,n=t.length;r<n;r++)i=t[r],null!=e[i.id]&&(o=u.union(o,e[i.id]));return o},e.prototype._compute_min_max=function(t,e){var r,n,i,o,s,a,l;o=u.empty();for(r in t)l=t[r],o=u.union(o,l);return 0===e?(s=[o.minX,o.maxX],i=s[0],n=s[1]):(a=[o.minY,o.maxY],i=a[0],n=a[1]),[i,n]},e.prototype._compute_range=function(t,e){var r,n,i,o,s,l,u,c,_,h,p,d,f;return u=null!=(c=this.range_padding)?c:0,\"log\"===this.scale_hint?((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(e)||!isFinite(e)||e<=0?.1:e/100,a.logger.warn(\"could not determine minimum data value for log axis, DataRange1d using value \"+t)),(isNaN(e)||!isFinite(e)||e<=0)&&(e=isNaN(t)||!isFinite(t)||t<=0?10:100*t,a.logger.warn(\"could not determine maximum data value for log axis, DataRange1d using value \"+e)),e===t?(d=this.default_span+.001,r=Math.log(t)/Math.log(10)):(\"percent\"===this.range_padding_units?(l=Math.log(t)/Math.log(10),s=Math.log(e)/Math.log(10),d=(s-l)*(1+u)):(l=Math.log(t-u)/Math.log(10),s=Math.log(e+u)/Math.log(10),d=s-l),r=(l+s)/2),_=[Math.pow(10,r-d/2),Math.pow(10,r+d/2)],f=_[0],n=_[1]):(d=e===t?this.default_span:\"percent\"===this.range_padding_units?(e-t)*(1+u):e-t+2*u,r=(e+t)/2,h=[r-d/2,r+d/2],f=h[0],n=h[1]),o=1,this.flipped&&(p=[n,f],f=p[0],n=p[1],o=-1),i=this.follow_interval,null!=i&&Math.abs(f-n)>i&&(\"start\"===this.follow?n=f+o*i:\"end\"===this.follow&&(f=n-o*i)),[f,n]},e.prototype.update=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p;if(!this.have_updated_interactively)return h=this.computed_renderers(),this.plot_bounds[r]=this._compute_plot_bounds(h,t),u=this._compute_min_max(this.plot_bounds,e),a=u[0],s=u[1],c=this._compute_range(a,s),p=c[0],o=c[1],null!=this._initial_start&&(\"log\"===this.scale_hint?this._initial_start>0&&(p=this._initial_start):p=this._initial_start),null!=this._initial_end&&(\"log\"===this.scale_hint?this._initial_end>0&&(o=this._initial_end):o=this._initial_end),_=[this.start,this.end],i=_[0],n=_[1],p===i&&o===n||(l={},p!==i&&(l.start=p),o!==n&&(l.end=o),this.setv(l)),\"auto\"===this.bounds&&this.setv({bounds:[p,o]},{silent:!0}),this.change.emit()},e.prototype.reset=function(){return 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()},e}(o.DataRange)},function(t,e,r){\"use 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n(e,t),e.prototype.type=\"FactorRange\",e.define({factors:[s.Array,[]],factor_padding:[s.Number,0],subgroup_padding:[s.Number,.8],group_padding:[s.Number,1.4],range_padding:[s.Number,0],range_padding_units:[s.PaddingUnits,\"percent\"],start:[s.Number],end:[s.Number],bounds:[s.Any],min_interval:[s.Any],max_interval:[s.Any]}),e.getters({min:function(){return this.start},max:function(){return this.end}}),e.internal({levels:[s.Number],mids:[s.Array],tops:[s.Array],tops_groups:[s.Array]}),e.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r),this._init(),this.connect(this.properties.factors.change,function(){return this._init()}),this.connect(this.properties.factor_padding.change,function(){return this._init()}),this.connect(this.properties.group_padding.change,function(){return this._init()}),this.connect(this.properties.subgroup_padding.change,function(){return this._init()}),this.connect(this.properties.range_padding.change,function(){return 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l.isArray(t)&&3===t.length&&l.isString(t[0])&&l.isString(t[1])&&l.isString(t[2])}))throw new Error(\"\");i=3,u=r.map_three_levels(this.factors,this.group_padding,this.subgroup_padding,this.factor_padding),this._mapping=u[0],this.tops=u[1],this.mids=u[2],n=u[3]}if(c=0,t=this.factors.length+n,\"percent\"===this.range_padding_units?(e=(t-c)*this.range_padding/2,c-=e,t+=e):(c-=this.range_padding,t+=this.range_padding),this.setv({start:c,end:t,levels:i},{silent:!0}),\"auto\"===this.bounds)return this.setv({bounds:[c,t]},{silent:!0})},e.prototype._lookup=function(t){return 1===t.length?this._mapping[t[0]].value:2===t.length?this._mapping[t[0]].mapping[t[1]].value:3===t.length?this._mapping[t[0]].mapping[t[1]].mapping[t[2]].value:void 0},e}(o.Range)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(150);r.DataRange=n.DataRange;var i=t(151);r.DataRange1d=i.DataRange1d;var o=t(152);r.FactorRange=o.FactorRange;var s=t(154);r.Range=s.Range;var a=t(155);r.Range1d=a.Range1d},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(48),s=t(13);r.Range=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"Range\",e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.connect(this.change,function(){var t;return null!=(t=this.callback)?t.execute(this):void 0})},e.define({callback:[s.Instance]}),e.internal({plots:[s.Array,[]]}),e.prototype.reset=function(){return this.change.emit()},e}(o.Model)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new 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this._set_auto_bounds(),this.start!==this._initial_start||this.end!==this._initial_end?this.setv({start:this._initial_start,end:this._initial_end}):this.change.emit()},e}(o.Range)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=[].indexOf||function(t){for(var e=0,r=this.length;e<r;e++)if(e in this&&this[e]===t)return e;return-1},s=t(160),a=t(110),l=t(173),u=t(167),c=t(12),_=t(13),h=t(20),p=t(28);r.GlyphRendererView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){var r,n,i,s,a,u,c,_,h,d;if(e.__super__.initialize.call(this,t),r=this.model.glyph,s=o.call(r.mixins,\"fill\")>=0,a=o.call(r.mixins,\"line\")>=0,i=p.clone(r.attributes),delete i.id,c=function(t){var e;return e=p.clone(i),s&&p.extend(e,t.fill),a&&p.extend(e,t.line),new r.constructor(e)},this.glyph=this.build_glyph_view(r),d=this.model.selection_glyph,null==d?d=c({fill:{},line:{}}):\"auto\"===d&&(d=c(this.model.selection_defaults)),this.selection_glyph=this.build_glyph_view(d),h=this.model.nonselection_glyph,null==h?h=c({fill:{},line:{}}):\"auto\"===h&&(h=c(this.model.nonselection_defaults)),this.nonselection_glyph=this.build_glyph_view(h),u=this.model.hover_glyph,null!=u&&(this.hover_glyph=this.build_glyph_view(u)),_=this.model.muted_glyph,null!=_&&(this.muted_glyph=this.build_glyph_view(_)),n=c(this.model.decimated_defaults),this.decimated_glyph=this.build_glyph_view(n),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),this.model.data_source instanceof l.RemoteDataSource)return this.model.data_source.setup()},e.getters({xmapper:function(){return log.warning(\"xmapper attr is deprecated, use xscale\"),this.xscale},ymapper:function(){return log.warning(\"ymapper attr is deprecated, use yscale\"),this.yscale}}),e.prototype.build_glyph_view=function(t){return new t.default_view({model:t,renderer:this,plot_view:this.plot_view,parent:this})},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.change,function(){return this.request_render()}),this.connect(this.model.glyph.change,function(){return this.set_data()}),this.connect(this.model.data_source.change,function(){return this.set_data()}),this.connect(this.model.data_source.streaming,function(){return this.set_data()}),this.connect(this.model.data_source.patching,function(t){return this.set_data(!0,t)}),this.connect(this.model.data_source.select,function(){return this.request_render()}),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,function(){return this.request_render()}),this.connect(this.model.properties.view.change,function(){return this.set_data()}),this.connect(this.model.view.change,function(){return this.set_data()}),this.connect(this.model.glyph.transformchange,function(){return this.set_data()})},e.prototype.have_selection_glyphs=function(){return null!=this.selection_glyph&&null!=this.nonselection_glyph},e.prototype.set_data=function(t,e){var r,n,i,o,s,a,l;for(null==t&&(t=!0),l=Date.now(),a=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(a,this.all_indices,e),this.glyph.set_visuals(a),this.decimated_glyph.set_visuals(a),this.have_selection_glyphs()&&(this.selection_glyph.set_visuals(a),this.nonselection_glyph.set_visuals(a)),null!=this.hover_glyph&&this.hover_glyph.set_visuals(a),null!=this.muted_glyph&&this.muted_glyph.set_visuals(a),o=this.plot_model.plot.lod_factor,this.decimated=[],n=i=0,s=Math.floor(this.all_indices.length/o);0<=s?i<s:i>s;n=0<=s?++i:--i)this.decimated.push(this.all_indices[n*o]);if(r=Date.now()-l,c.logger.debug(this.glyph.model.type+\" GlyphRenderer (\"+this.model.id+\"): set_data finished in \"+r+\"ms\"),this.set_data_timestamp=Date.now(),t)return this.request_render()},e.prototype.render=function(){var t,e,r,n,i,s,l,u,_,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A;if(this.model.visible){if(S=Date.now(),l=this.glyph.glglyph,T=Date.now(),this.glyph.map_data(),e=Date.now()-S,O=Date.now(),p=this.glyph.mask_data(this.all_indices),r=Date.now()-O,t=this.plot_view.canvas_view.ctx,t.save(),x=this.model.data_source.selected,x=x&&0!==x.length?x[\"0d\"].glyph?this.glyph instanceof a.LineView?p:this.model.view.convert_indices_from_subset(p):x[\"1d\"].indices.length>0?x[\"1d\"].indices:function(){var t,e,r,n;for(r=Object.keys(x[\"2d\"].indices),n=[],t=0,e=r.length;t<e;t++)_=r[t],n.push(parseInt(_));return n}():[],d=this.model.data_source.inspected,d=d&&0!==d.length?d[\"0d\"].glyph?this.glyph instanceof a.LineView?p:this.model.view.convert_indices_from_subset(p):d[\"1d\"].indices.length>0?d[\"1d\"].indices:function(){var t,e,r,n;for(r=Object.keys(d[\"2d\"].indices),n=[],t=0,e=r.length;t<e;t++)_=r[t],n.push(parseInt(_));return n}():[],d=function(){var t,e,r,n;for(n=[],t=0,e=p.length;t<e;t++)_=p[t],r=this.all_indices[_],o.call(d,r)>=0&&n.push(_);return n}.call(this),g=this.plot_model.plot.lod_threshold,this.plot_view.interactive&&!l&&null!=g&&this.all_indices.length>g?(p=this.decimated,u=this.decimated_glyph,w=this.decimated_glyph,M=this.selection_glyph):(u=this.model.muted&&null!=this.muted_glyph?this.muted_glyph:this.glyph,w=this.nonselection_glyph,M=this.selection_glyph),null!=this.hover_glyph&&d.length&&(p=h.difference(p,d)),x.length&&this.have_selection_glyphs()){for(A=Date.now(),k={},f=0,m=x.length;f<m;f++)_=x[f],k[_]=!0;for(x=new Array,b=new Array,y=0,v=p.length;y<v;y++)_=p[y],this.glyph instanceof a.LineView?null!=k[_]?x.push(_):b.push(_):null!=k[this.all_indices[_]]?x.push(_):b.push(_);i=Date.now()-A,P=Date.now(),w.render(t,b,this.glyph),M.render(t,x,this.glyph),null!=this.hover_glyph&&this.hover_glyph.render(t,d,this.glyph),n=Date.now()-P}else 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o,s,a,l;return!!this.visible&&(o=e.glyph.hit_test(t),null!==o&&(s=this.view.convert_selection_from_subset(o),\"select\"===i?(l=this.data_source.selection_manager.selector,l.update(s,r,n),this.data_source.selected=l.indices,this.data_source.select.emit()):(a=this.data_source.selection_manager.get_or_create_inspector(this),a.update(s,!0,!1,!0),this.data_source.setv({inspected:a.indices},{silent:!0}),this.data_source.inspect.emit([e,{geometry:t}])),!s.is_empty()))},e.prototype.get_selection_manager=function(){return this.data_source.selection_manager},e.define({x_range_name:[_.String,\"default\"],y_range_name:[_.String,\"default\"],data_source:[_.Instance],view:[_.Instance,function(){return new u.CDSView}],glyph:[_.Instance],hover_glyph:[_.Instance],nonselection_glyph:[_.Any,\"auto\"],selection_glyph:[_.Any,\"auto\"],muted_glyph:[_.Instance],muted:[_.Bool,!1]}),e.override({level:\"glyph\"}),e.prototype.selection_defaults={fill:{},line:{}},e.prototype.decimated_defaults={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},e.prototype.nonselection_defaults={fill:{fill_alpha:.2,line_alpha:.2},line:{}},e}(s.Renderer)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(160),s=t(124),a=t(13),l=t(3);r.GraphRendererView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){var r;return 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e,r,n,i,s,a,l,u,c,_,h,p,d,f,y;r=4,s=t.tile_coords,h=s[0],p=s[1],d=s[2],n=function(){var t,e,n,i;for(i=[],f=t=e=h-r,n=h+r;e<=n?t<=n:t>=n;f=e<=n?++t:--t)i.push(f);return i}(),i=function(){var t,e,n,i;for(i=[],y=t=e=p-r,n=p+r;e<=n?t<=n:t>=n;y=e<=n?++t:--t)i.push(y);return i}(),a=this.tiles,c=[];for(e in a)_=a[e],_.tile_coords[2]===d&&(l=_.tile_coords[0],o.call(n,l)>=0)&&(u=_.tile_coords[1],o.call(i,u)>=0)?c.push(_.retain=!0):c.push(void 0);return c},e.prototype.retain_parents=function(t){var e,r,n,i,o;r=t.quadkey,n=this.tiles,i=[];for(e in n)o=n[e],i.push(o.retain=0===r.indexOf(o.quadkey));return i},e.prototype.children_by_tile_xyz=function(t,e,r){var n,i,o,s,a,l,u,c,_;for(_=this.calculate_world_x_by_tile_xyz(t,e,r),0!==_&&(l=this.normalize_xyz(t,e,r),t=l[0],e=l[1],r=l[2]),a=this.tile_xyz_to_quadkey(t,e,r),i=[],o=s=0;s<=3;o=s+=1)u=this.quadkey_to_tile_xyz(a+o.toString()),t=u[0],e=u[1],r=u[2],0!==_&&(c=this.denormalize_xyz(t,e,r,_),t=c[0],e=c[1],r=c[2]),n=this.get_tile_meter_bounds(t,e,r),null!=n&&i.push([t,e,r,n]);return i},e.prototype.parent_by_tile_xyz=function(t,e,r){var n,i;return i=this.tile_xyz_to_quadkey(t,e,r),n=i.substring(0,i.length-1),this.quadkey_to_tile_xyz(n)},e.prototype.get_resolution=function(t){return this._computed_initial_resolution()/Math.pow(2,t)},e.prototype.get_resolution_by_extent=function(t,e,r){var n,i;return n=(t[2]-t[0])/r,i=(t[3]-t[1])/e,[n,i]},e.prototype.get_level_by_extent=function(t,e,r){var n,i,o,s,a,l,u,c;for(u=(t[2]-t[0])/r,c=(t[3]-t[1])/e,l=Math.max(u,c),n=0,a=this._resolutions,i=0,o=a.length;i<o;i++){if(s=a[i],l>s){if(0===n)return 0;if(n>0)return n-1}n+=1}},e.prototype.get_closest_level_by_extent=function(t,e,r){var n,i,o,s,a;return s=(t[2]-t[0])/r,a=(t[3]-t[1])/e,i=Math.max(s,a),o=this._resolutions,n=this._resolutions.reduce(function(t,e){return Math.abs(e-i)<Math.abs(t-i)?e:t}),this._resolutions.indexOf(n)},e.prototype.snap_to_zoom=function(t,e,r,n){var i,o,s,a,l,u,c,_,h;return i=this._resolutions[n],o=r*i,s=e*i,u=t[0],h=t[1],l=t[2],_=t[3],a=(o-(l-u))/2,c=(s-(_-h))/2,[u-a,h-c,l+a,_+c]},e.prototype.tms_to_wmts=function(t,e,r){\"Note this works both ways\";return[t,Math.pow(2,r)-1-e,r]},e.prototype.wmts_to_tms=function(t,e,r){\"Note this works both ways\";return[t,Math.pow(2,r)-1-e,r]},e.prototype.pixels_to_meters=function(t,e,r){var n,i,o;return o=this.get_resolution(r),n=t*o-this.x_origin_offset,i=e*o-this.y_origin_offset,[n,i]},e.prototype.meters_to_pixels=function(t,e,r){var n,i,o;return o=this.get_resolution(r),n=(t+this.x_origin_offset)/o,i=(e+this.y_origin_offset)/o,[n,i]},e.prototype.pixels_to_tile=function(t,e){var r,n;return r=Math.ceil(t/parseFloat(this.tile_size)),r=0===r?r:r-1,n=Math.max(Math.ceil(e/parseFloat(this.tile_size))-1,0),[r,n]},e.prototype.pixels_to_raster=function(t,e,r){var n;return n=this.tile_size<<r,[t,n-e]},e.prototype.meters_to_tile=function(t,e,r){var n,i,o;return o=this.meters_to_pixels(t,e,r),n=o[0],i=o[1],this.pixels_to_tile(n,i)},e.prototype.get_tile_meter_bounds=function(t,e,r){var n,i,o,s,a,l;return n=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,r),s=n[0],l=n[1],i=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,r),o=i[0],a=i[1],null!=s&&null!=l&&null!=o&&null!=a?[s,l,o,a]:void 0},e.prototype.get_tile_geographic_bounds=function(t,e,r){var n,i,o,s,a,l;return n=this.get_tile_meter_bounds(t,e,r),l=this.utils.meters_extent_to_geographic(n),a=l[0],s=l[1],o=l[2],i=l[3],[a,s,o,i]},e.prototype.get_tiles_by_extent=function(t,e,r){var n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w;for(null==r&&(r=1),g=t[0],w=t[1],v=t[2],b=t[3],o=this.meters_to_tile(g,w,e),d=o[0],m=o[1],s=this.meters_to_tile(v,b,e),p=s[0],y=s[1],d-=r,m-=r,p+=r,y+=r,_=[],f=n=a=y,l=m;n>=l;f=n+=-1)for(h=i=u=d,c=p;i<=c;h=i+=1)this.is_valid_tile(h,f,e)&&_.push([h,f,e,this.get_tile_meter_bounds(h,f,e)]);return _=this.sort_tiles_from_center(_,[d,m,p,y])},e.prototype.quadkey_to_tile_xyz=function(t){\"Computes tile x, y and z values based on quadKey.\";var e,r,n,i,o,s,a,l;for(o=0,s=0,a=t.length,e=r=i=a;r>0;e=r+=-1)switch(l=t.charAt(a-e),n=1<<e-1,l){case\"0\":continue;case\"1\":o|=n;break;case\"2\":s|=n;break;case\"3\":o|=n,s|=n;break;default:throw new TypeError(\"Invalid Quadkey: \"+t)}return[o,s,a]},e.prototype.tile_xyz_to_quadkey=function(t,e,r){\"Computes quadkey value based on tile x, y and z values.\";var n,i,o,s,a,l;for(a=\"\",i=o=l=r;o>0;i=o+=-1)n=0,s=1<<i-1,0!==(t&s)&&(n+=1),0!==(e&s)&&(n+=2),a+=n.toString();return a},e.prototype.children_by_tile_xyz=function(t,e,r){var n,i,o,s,a,l;for(a=this.tile_xyz_to_quadkey(t,e,r),i=[],o=s=0;s<=3;o=s+=1)l=this.quadkey_to_tile_xyz(a+o.toString()),t=l[0],e=l[1],r=l[2],n=this.get_tile_meter_bounds(t,e,r),null!=n&&i.push([t,e,r,n]);return i},e.prototype.parent_by_tile_xyz=function(t,e,r){var n,i;return i=this.tile_xyz_to_quadkey(t,e,r),n=i.substring(0,i.length-1),this.quadkey_to_tile_xyz(n)},e.prototype.get_closest_parent_by_tile_xyz=function(t,e,r){var n,i,o,s,a;for(a=this.calculate_world_x_by_tile_xyz(t,e,r),i=this.normalize_xyz(t,e,r),t=i[0],e=i[1],r=i[2],n=this.tile_xyz_to_quadkey(t,e,r);n.length>0;)if(n=n.substring(0,n.length-1),o=this.quadkey_to_tile_xyz(n),t=o[0],e=o[1],r=o[2],s=this.denormalize_xyz(t,e,r,a),t=s[0],e=s[1],r=s[2],this.tile_xyz_to_key(t,e,r)in this.tiles)return[t,e,r];return[0,0,0]},e.prototype.normalize_xyz=function(t,e,r){var n;return this.wrap_around?(n=Math.pow(2,r),[(t%n+n)%n,e,r]):[t,e,r]},e.prototype.denormalize_xyz=function(t,e,r,n){return[t+n*Math.pow(2,r),e,r]},e.prototype.denormalize_meters=function(t,e,r,n){return[t+2*n*Math.PI*6378137,e]},e.prototype.calculate_world_x_by_tile_xyz=function(t,e,r){return Math.floor(t/Math.pow(2,r))},e}(s.TileSource)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(195);r.QUADKEYTileSource=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"QUADKEYTileSource\",e.prototype.get_image_url=function(t,e,r){var n,i,o;return n=this.string_lookup_replace(this.url,this.extra_url_vars),o=this.tms_to_wmts(t,e,r),t=o[0],e=o[1],r=o[2],i=this.tile_xyz_to_quadkey(t,e,r),n.replace(\"{Q}\",i)},e}(o.MercatorTileSource)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){return function(){return t.apply(e,arguments)}},i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=[].indexOf||function(t){for(var e=0,r=this.length;e<r;e++)if(e in this&&this[e]===t)return e;return-1},a=t(192),l=t(201),u=t(160),c=t(4),_=t(13),h=t(40);r.TileRendererView=function(t){function e(){return this._update=n(this._update,this),this._prefetch_tiles=n(this._prefetch_tiles,this),this._on_tile_error=n(this._on_tile_error,this),this._on_tile_cache_load=n(this._on_tile_cache_load,this),this._on_tile_load=n(this._on_tile_load,this),this._add_attribution=n(this._add_attribution,this),e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.initialize=function(t){return this.attributionEl=null,this._tiles=[],e.__super__.initialize.apply(this,arguments)},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.change,function(){return this.request_render()})},e.prototype.get_extent=function(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]},e.prototype._set_data=function(){return this.pool=new a.ImagePool,this.map_plot=this.plot_model.plot,this.map_canvas=this.plot_view.canvas_view.ctx,this.map_frame=this.plot_model.frame,this.x_range=this.map_plot.x_range,this.y_range=this.map_plot.y_range,this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0},e.prototype._add_attribution=function(){var t,e,r,n,i,o;if(t=this.model.tile_source.attribution,h.isString(t)&&t.length>0)return null==this.attributionEl&&(e=this.map_plot.outline_line_width,r=this.map_plot.min_border_bottom+e,o=this.map_frame._right.value-this.map_frame._width.value,n=this.map_frame._width.value-e,this.attributionEl=c.div({\"class\":\"bk-tile-attribution\",style:{position:\"absolute\",bottom:r+\"px\",right:o+\"px\",\"max-width\":n+\"px\",\"background-color\":\"rgba(255,255,255,0.8)\",\"font-size\":\"9pt\",\"font-family\":\"sans-serif\"}}),i=this.plot_view.canvas_view.events_el,i.appendChild(this.attributionEl)),this.attributionEl.innerHTML=t},e.prototype._map_data=function(){var t,e;return this.initial_extent=this.get_extent(),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(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._add_attribution()},e.prototype._on_tile_load=function(t){var e;return e=t.target.tile_data,e.img=t.target,e.current=!0,e.loaded=!0,this.request_render()},e.prototype._on_tile_cache_load=function(t){var e;return e=t.target.tile_data,e.img=t.target,e.loaded=!0,e.finished=!0,this.notify_finished()},e.prototype._on_tile_error=function(t){var e;return e=t.target.tile_data,e.finished=!0},e.prototype._create_tile=function(t,e,r,n,i){var o,s,a;return null==i&&(i=!1),o=this.model.tile_source.normalize_xyz(t,e,r),a=this.pool.pop(),i?a.onload=this._on_tile_cache_load:a.onload=this._on_tile_load,a.onerror=this._on_tile_error,a.alt=\"\",a.tile_data={tile_coords:[t,e,r],normalized_coords:o,quadkey:this.model.tile_source.tile_xyz_to_quadkey(t,e,r),cache_key:this.model.tile_source.tile_xyz_to_key(t,e,r),bounds:n,loaded:!1,finished:!1,x_coord:n[0],y_coord:n[3]},this.model.tile_source.tiles[a.tile_data.cache_key]=a.tile_data,a.src=(s=this.model.tile_source).get_image_url.apply(s,o),this._tiles.push(a),a},e.prototype._enforce_aspect_ratio=function(){var t,e,r;return(this._last_height!==this.map_frame._height.value||this._last_width!==this.map_frame._width.value)&&(t=this.get_extent(),r=this.model.tile_source.get_level_by_extent(t,this.map_frame._height.value,this.map_frame._width.value),e=this.model.tile_source.snap_to_zoom(t,this.map_frame._height.value,this.map_frame._width.value,r),this.x_range.setv({start:e[0],end:e[2]}),this.y_range.setv({start:e[1],end:e[3]}),this.extent=e,this._last_height=this.map_frame._height.value,this._last_width=this.map_frame._width.value,!0)},e.prototype.has_finished=function(){var t,r,n,i;if(!e.__super__.has_finished.call(this))return!1;if(0===this._tiles.length)return!1;for(n=this._tiles,t=0,r=n.length;t<r;t++)if(i=n[t],!i.tile_data.finished)return!1;return!0},e.prototype.render=function(t,e,r){if(null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),!this._enforce_aspect_ratio())return this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles,500),this.has_finished()?this.notify_finished():void 0},e.prototype._draw_tile=function(t){var e,r,n,i,o,s,a,l,u,c,_;if(_=this.model.tile_source.tiles[t],null!=_)return e=this.plot_view.frame.map_to_screen([_.bounds[0]],[_.bounds[3]],this.plot_view.canvas),a=e[0],c=e[1],r=this.plot_view.frame.map_to_screen([_.bounds[2]],[_.bounds[1]],this.plot_view.canvas),s=r[0],u=r[1],a=a[0],c=c[0],s=s[0],u=u[0],i=s-a,n=u-c,o=a,l=c,this.map_canvas.drawImage(_.img,o,l,i,n)},e.prototype._set_rect=function(){var t,e,r,n,i;return r=this.plot_model.plot.properties.outline_line_width.value(),e=this.plot_view.canvas.vx_to_sx(this.map_frame._left.value)+r/2,n=this.plot_view.canvas.vy_to_sy(this.map_frame._top.value)+r/2,i=this.map_frame._width.value-r,t=this.map_frame._height.value-r,this.map_canvas.rect(e,n,i,t),this.map_canvas.clip()},e.prototype._render_tiles=function(t){var e,r,n;for(this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha,e=0,r=t.length;e<r;e++)n=t[e],this._draw_tile(n);return this.map_canvas.restore()},e.prototype._prefetch_tiles=function(){var t,e,r,n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g;for(p=this.model.tile_source,a=this.get_extent(),l=this.map_frame._height.value,f=this.map_frame._width.value,g=this.model.tile_source.get_level_by_extent(a,l,f),d=this.model.tile_source.get_tiles_by_extent(a,g),_=[],h=u=0,c=Math.min(10,d.length);u<=c;h=u+=1)y=h[0],m=h[1],v=h[2],t=h[3],n=this.model.tile_source.children_by_tile_xyz(y,m,v),_.push(function(){var t,a,l;for(l=[],t=0,a=n.length;t<a;t++)e=n[t],i=e[0],o=e[1],s=e[2],r=e[3],p.tile_xyz_to_key(i,o,s)in p.tiles||l.push(this._create_tile(i,o,s,r,!0));return l}.call(this));return _},e.prototype._fetch_tiles=function(t){var e,r,n,i,o,s,a,l;for(i=[],r=0,n=t.length;r<n;r++)o=t[r],s=o[0],a=o[1],l=o[2],e=o[3],i.push(this._create_tile(s,a,l,e));return i},e.prototype._update=function(){var t,e,r,n,i,o,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A,j,E,z,C,N,D,F,I,B,R;for(z=this.model.tile_source,b=z.min_zoom,g=z.max_zoom,z.update(),c=this.get_extent(),R=this.extent[2]-this.extent[0]<c[2]-c[0],_=this.map_frame._height.value,N=this.map_frame._width.value,B=z.get_level_by_extent(c,_,N),A=!1,B<b?(c=this.extent,B=b,A=!0):B>g&&(c=this.extent,B=g,A=!0),A&&(this.x_range.setv({x_range:{start:c[0],end:c[2]}}),this.y_range.setv({start:c[1],end:c[3]}),this.extent=c),this.extent=c,C=z.get_tiles_by_extent(c,B),M=[],w=[],r=[],o=[],h=0,y=C.length;h<y;h++){if(j=C[h],D=j[0],F=j[1],I=j[2],t=j[3],f=z.tile_xyz_to_key(D,F,I),E=z.tiles[f],null!=E&&E.loaded===!0)r.push(f);else if(this.model.render_parents&&(P=z.get_closest_parent_by_tile_xyz(D,F,I),S=P[0],T=P[1],O=P[2],x=z.tile_xyz_to_key(S,T,O),k=z.tiles[x],null!=k&&k.loaded&&s.call(M,x)<0&&M.push(x),R))for(o=z.children_by_tile_xyz(D,F,I),p=0,m=o.length;p<m;p++)e=o[p],a=e[0],l=e[1],u=e[2],n=e[3],i=z.tile_xyz_to_key(a,l,u),i in z.tiles&&o.push(i);null==E&&w.push(j)}for(this._render_tiles(M),this._render_tiles(o),this._render_tiles(r),d=0,v=r.length;d<v;d++)j=r[d],z.tiles[j].current=!0;return null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout(function(t){return function(){return t._fetch_tiles(w)}}(this),65)},e}(u.RendererView),r.TileRenderer=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.TileRendererView,e.prototype.type=\"TileRenderer\",e.define({alpha:[_.Number,1],x_range_name:[_.String,\"default\"],y_range_name:[_.String,\"default\"],tile_source:[_.Instance,function(){return new l.WMTSTileSource}],render_parents:[_.Bool,!0]}),e.override({level:\"underlay\"}),e}(u.Renderer)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(192),s=t(199),a=t(12),l=t(13),u=t(48);r.TileSource=function(t){function e(t){null==t&&(t={}),e.__super__.constructor.apply(this,arguments),this.utils=new s.ProjectionUtils,this.pool=new o.ImagePool,this.tiles={},this.normalize_case()}return n(e,t),e.prototype.type=\"TileSource\",e.define({url:[l.String,\"\"],tile_size:[l.Number,256],max_zoom:[l.Number,30],min_zoom:[l.Number,0],extra_url_vars:[l.Any,{}],attribution:[l.String,\"\"],x_origin_offset:[l.Number],y_origin_offset:[l.Number],initial_resolution:[l.Number]}),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.normalize_case()},e.prototype.string_lookup_replace=function(t,e){var r,n,i;n=t;for(r in e)i=e[r],n=n.replace(\"{\"+r+\"}\",i.toString());return n},e.prototype.normalize_case=function(){\"Note: should probably be refactored into subclasses.\";var t;return t=this.url,t=t.replace(\"{x}\",\"{X}\"),t=t.replace(\"{y}\",\"{Y}\"),t=t.replace(\"{z}\",\"{Z}\"),t=t.replace(\"{q}\",\"{Q}\"),t=t.replace(\"{xmin}\",\"{XMIN}\"),t=t.replace(\"{ymin}\",\"{YMIN}\"),t=t.replace(\"{xmax}\",\"{XMAX}\"),t=t.replace(\"{ymax}\",\"{YMAX}\"),this.url=t},e.prototype.update=function(){var t,e,r,n;a.logger.debug(\"TileSource: tile cache count: \"+Object.keys(this.tiles).length),e=this.tiles,r=[];for(t in e)n=e[t],n.current=!1,r.push(n.retain=!1);return r},e.prototype.tile_xyz_to_key=function(t,e,r){var n;return n=t+\":\"+e+\":\"+r},e.prototype.key_to_tile_xyz=function(t){var e;return function(){var 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i=t[0],s=t[1],n=t[2],o=t[3],e=this.geographic_to_meters(i,s),i=e[0],s=e[1],r=this.geographic_to_meters(n,o),n=r[0],o=r[1],[i,s,n,o]},t.prototype.meters_extent_to_geographic=function(t){var e,r,n,i,o,s;return i=t[0],s=t[1],n=t[2],o=t[3],e=this.meters_to_geographic(i,s),i=e[0],s=e[1],r=this.meters_to_geographic(n,o),n=r[0],o=r[1],[i,s,n,o]},t}()},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(195);r.TMSTileSource=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"TMSTileSource\",e.prototype.get_image_url=function(t,e,r){var n;return n=this.string_lookup_replace(this.url,this.extra_url_vars),n.replace(\"{X}\",t).replace(\"{Y}\",e).replace(\"{Z}\",r)},e}(o.MercatorTileSource)},function(t,e,r){\"use 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s=r.h_range.end,a=r.h_range.start,d=r.v_range.end,y=r.v_range.start,v=s-a,o=d-y,n=v/o,m=Math.abs(t[0]-e[0]),f=Math.abs(t[1]-e[1]),p=0===f?0:m/f,p>=n?(u=[1,p/n],g=u[0],b=u[1]):(c=[n/p,1],g=c[0],b=c[1]),t[0]<=e[0]?(l=t[0],_=t[0]+m*g,_>s&&(_=s)):(_=t[0],l=t[0]-m*g,l<a&&(l=a)),m=Math.abs(_-l),t[1]<=e[1]?(i=t[1],h=t[1]+m/n,h>d&&(h=d)):(h=t[1],i=t[1]-m/n,i<y&&(i=y)),f=Math.abs(h-i),t[0]<=e[0]?_=t[0]+n*f:l=t[0]-n*f,[[l,_],[i,h]]},e.prototype._pan_start=function(t){var e;return e=this.plot_view.canvas,this._baseboint=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],null},e.prototype._pan=function(t){var e,r,n,i,o,s,a,l;return e=this.plot_view.canvas,r=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],i=this.plot_model.frame,n=this.model.dimensions,this.model.match_aspect&&\"both\"===n?(o=this._match_aspect(this._baseboint,r,i),a=o[0],l=o[1]):(s=this.model._get_dim_limits(this._baseboint,r,i,n),a=s[0],l=s[1]),this.model.overlay.update({left:a[0],right:a[1],top:l[1],bottom:l[0]}),null},e.prototype._pan_end=function(t){var e,r,n,i,o,s,a,l;return e=this.plot_view.canvas,r=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],i=this.plot_model.frame,n=this.model.dimensions,this.model.match_aspect&&\"both\"===n?(o=this._match_aspect(this._baseboint,r,i),a=o[0],l=o[1]):(s=this.model._get_dim_limits(this._baseboint,r,i,n),a=s[0],l=s[1]),this._update(a,l),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._baseboint=null,null},e.prototype._update=function(t,e){var r,n,i,o,s,a,l,u,c,_,h;if(!(Math.abs(t[1]-t[0])<=5||Math.abs(e[1]-e[0])<=5)){c={},i=this.plot_view.frame.xscales;for(n in i)l=i[n],o=l.v_invert(t),u=o[0],r=o[1],c[n]={start:u,end:r};_={},s=this.plot_view.frame.yscales;for(n in s)l=s[n],a=l.v_invert(e),u=a[0],r=a[1],_[n]={start:u,end:r};return h={xrs:c,yrs:_},this.plot_view.push_state(\"box_zoom\",{range:h}),this.plot_view.update_range(h)}},e}(s.GestureToolView),n=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]}})},r.BoxZoomTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.BoxZoomToolView,e.prototype.type=\"BoxZoomTool\",e.prototype.tool_name=\"Box Zoom\",e.prototype.icon=\"bk-tool-icon-box-zoom\",e.prototype.event_type=\"pan\",e.prototype.default_order=20,e.getters({tooltip:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)}}),e.define({dimensions:[l.Dimensions,\"both\"],overlay:[l.Instance,n],match_aspect:[l.Bool,!1]}),e}(s.GestureTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(210);r.GestureToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e}(o.ButtonToolView),r.GestureTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.event_type=null,e.prototype.default_order=null,e}(o.ButtonTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=t(217),a=t(60),l=t(13);r.LassoSelectToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.connect(this.model.properties.active.change,function(){return this._active_change()}),this.data=null},e.prototype._active_change=function(){if(!this.model.active)return this._clear_overlay()},e.prototype._keyup=function(t){if(13===t.keyCode)return this._clear_overlay()},e.prototype._pan_start=function(t){var e,r,n;return e=this.plot_view.canvas,r=e.sx_to_vx(t.bokeh.sx),n=e.sy_to_vy(t.bokeh.sy),this.data={vx:[r],vy:[n]},null},e.prototype._pan=function(t){var e,r,n,i,o,s,a,l;if(r=this.plot_view.canvas,a=r.sx_to_vx(t.bokeh.sx),l=r.sy_to_vy(t.bokeh.sy),n=this.plot_model.frame.h_range,s=this.plot_model.frame.v_range,a>n.end&&(a=n.end),a<n.start&&(a=n.start),l>s.end&&(l=s.end),l<s.start&&(l=s.start),this.data.vx.push(a),this.data.vy.push(l),i=this.model.overlay,i.update({xs:this.data.vx,ys:this.data.vy}),this.model.select_every_mousemove)return e=null!=(o=t.srcEvent.shiftKey)&&o,this._do_select(this.data.vx,this.data.vy,!1,e)},e.prototype._pan_end=function(t){var e,r;return this._clear_overlay(),e=null!=(r=t.srcEvent.shiftKey)&&r,this._do_select(this.data.vx,this.data.vy,!0,e),this.plot_view.push_state(\"lasso_select\",{selection:this.plot_view.get_selection()})},e.prototype._clear_overlay=function(){return this.model.overlay.update({xs:[],ys:[]})},e.prototype._do_select=function(t,e,r,n){var i;return i={type:\"poly\",vx:t,vy:e},this._select(i,r,n)},e.prototype._emit_callback=function(t){var e,r,n,i,o;n=this.computed_renderers[0],e=this.plot_model.canvas,r=this.plot_model.frame,t.sx=e.v_vx_to_sx(t.vx),t.sy=e.v_vy_to_sy(t.vy),i=r.xscales[n.x_range_name],o=r.yscales[n.y_range_name],t.x=i.v_invert(t.vx),t.y=o.v_invert(t.vy),this.model.callback.execute(this.model,{geometry:t})},e}(s.SelectToolView),n=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]}})},r.LassoSelectTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.LassoSelectToolView,e.prototype.type=\"LassoSelectTool\",e.prototype.tool_name=\"Lasso Select\",e.prototype.icon=\"bk-tool-icon-lasso-select\",e.prototype.event_type=\"pan\",e.prototype.default_order=12,e.define({select_every_mousemove:[l.Bool,!0],callback:[l.Instance],overlay:[l.Instance,n]}),e}(s.SelectTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(213),s=t(13);r.PanToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._pan_start=function(t){var e,r,n,i,o,s;return this.last_dx=0,this.last_dy=0,e=this.plot_view.canvas,r=this.plot_view.frame,o=e.sx_to_vx(t.bokeh.sx),s=e.sy_to_vy(t.bokeh.sy),r.contains(o,s)||(n=r.h_range,i=r.v_range,(o<n.start||o>n.end)&&(this.v_axis_only=!0),(s<i.start||s>i.end)&&(this.h_axis_only=!0)),this.plot_view.interactive_timestamp=Date.now()},e.prototype._pan=function(t){return this._update(t.deltaX,-t.deltaY),this.plot_view.interactive_timestamp=Date.now()},e.prototype._pan_end=function(t){if(this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info)return this.plot_view.push_state(\"pan\",{range:this.pan_info})},e.prototype._update=function(t,e){var r,n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T,O,P;i=this.plot_view.frame,l=t-this.last_dx,u=e-this.last_dy,o=i.h_range,w=o.start-l,b=o.end-l,T=i.v_range,S=T.start-u,M=T.end-u,r=this.model.dimensions,\"width\"!==r&&\"both\"!==r||this.v_axis_only?(v=o.start,g=o.end,f=0):(v=w,g=b,f=-l),\"height\"!==r&&\"both\"!==r||this.h_axis_only?(x=T.start,k=T.end,y=0):(x=S,k=M,y=u),this.last_dx=t,this.last_dy=e,O={},c=i.xscales;for(a in c)d=c[a],_=d.v_invert([v,g]),m=_[0],n=_[1],O[a]={start:m,end:n};P={},h=i.yscales;for(a in h)d=h[a],p=d.v_invert([x,k]),m=p[0],n=p[1],P[a]={start:m,end:n};return this.pan_info={xrs:O,yrs:P,sdx:f,sdy:y},this.plot_view.update_range(this.pan_info,s=!0),null},e}(o.GestureToolView),r.PanTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.PanToolView,e.prototype.type=\"PanTool\",e.prototype.tool_name=\"Pan\",e.prototype.event_type=\"pan\",e.prototype.default_order=10,e.define({dimensions:[s.Dimensions,\"both\"]}),e.getters({tooltip:function(){return this._get_dim_tooltip(\"Pan\",this.dimensions)},icon:function(){var t;return t=function(){switch(this.dimensions){case\"both\":return\"pan\";case\"width\":return\"xpan\";case\"height\":return\"ypan\"}}.call(this),\"bk-tool-icon-\"+t}}),e}(o.GestureTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=t(217),a=t(60),l=t(13),u=t(20);r.PolySelectToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.connect(this.model.properties.active.change,function(){return this._active_change()}),this.data={vx:[],vy:[]}},e.prototype._active_change=function(){if(!this.model.active)return this._clear_data()},e.prototype._keyup=function(t){if(13===t.keyCode)return this._clear_data()},e.prototype._doubletap=function(t){var e,r;return e=null!=(r=t.srcEvent.shiftKey)&&r,this._do_select(this.data.vx,this.data.vy,!0,e),this.plot_view.push_state(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()},e.prototype._clear_data=function(){return this.data={vx:[],vy:[]},this.model.overlay.update({xs:[],ys:[]})},e.prototype._tap=function(t){var e,r,n;return e=this.plot_view.canvas,r=e.sx_to_vx(t.bokeh.sx),n=e.sy_to_vy(t.bokeh.sy),this.data.vx.push(r),this.data.vy.push(n),this.model.overlay.update({xs:u.copy(this.data.vx),ys:u.copy(this.data.vy)})},e.prototype._do_select=function(t,e,r,n){var i;return i={type:\"poly\",vx:t,vy:e},this._select(i,r,n)},e.prototype._emit_callback=function(t){var e,r,n,i,o;n=this.computed_renderers[0],e=this.plot_model.canvas,r=this.plot_model.frame,t.sx=e.v_vx_to_sx(t.vx),t.sy=e.v_vx_to_sx(t.vy),i=r.xscales[n.x_range_name],o=r.yscales[n.y_range_name],t.x=i.v_invert(t.vx),t.y=i.v_invert(t.vy),this.model.callback.execute(this.model,{geometry:t})},e}(s.SelectToolView),n=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]}})},r.PolySelectTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.PolySelectToolView,e.prototype.type=\"PolySelectTool\",e.prototype.tool_name=\"Poly Select\",e.prototype.icon=\"bk-tool-icon-polygon-select\",e.prototype.event_type=\"tap\",e.prototype.default_order=11,e.define({callback:[l.Instance],overlay:[l.Instance,n]}),e}(s.SelectTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(213),s=t(156),a=t(157),l=t(12),u=t(13),c=t(28),_=t(2);r.SelectToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.getters({computed_renderers:function(){var t,e,r,n;return n=this.model.renderers,e=this.model.names,0===n.length&&(t=this.plot_model.plot.renderers,n=function(){var e,n,i;for(i=[],e=0,n=t.length;e<n;e++)r=t[e],(r instanceof s.GlyphRenderer||r instanceof a.GraphRenderer)&&i.push(r);return i}()),e.length>0&&(n=function(){var t,i,o;for(o=[],t=0,i=n.length;t<i;t++)r=n[t],e.indexOf(r.name)>=0&&o.push(r);return o}()),n}}),e.prototype._computed_renderers_by_data_source=function(){var t,e,r,n,i,o;for(i={},n=this.computed_renderers,t=0,e=n.length;t<e;t++)r=n[t],r instanceof a.GraphRenderer?o=r.node_renderer.data_source.id:r instanceof s.GlyphRenderer&&(o=r.data_source.id),o in i?i[o]=i[o].concat([r]):i[o]=[r];return i},e.prototype._keyup=function(t){var e,r,n,i,o,s,a;if(27===t.keyCode){for(o=this.computed_renderers,s=[],r=0,n=o.length;r<n;r++)i=o[r],e=i.data_source,a=e.selection_manager,s.push(a.clear());return s}},e.prototype._select=function(t,e,r){var n,i,o,s,a,l;a=this._computed_renderers_by_data_source();for(n in a)s=a[n],l=s[0].get_selection_manager(),o=function(){var t,e,r;for(r=[],t=0,e=s.length;t<e;t++)i=s[t],r.push(this.plot_view.renderer_views[i.id]);return r}.call(this),l.select(o,t,e,r);return null!=this.model.callback&&this._emit_callback(t),this._emit_selection_event(t,e),null},e.prototype._emit_selection_event=function(t,e){var r,n,i,o,s,a;switch(null==e&&(e=!0),r=c.clone(t),s=this.plot_view.frame.xscales[\"default\"],a=this.plot_view.frame.yscales[\"default\"],r.type){case\"point\":r.x=s.invert(r.vx),r.y=a.invert(r.vy);break;case\"rect\":r.x0=s.invert(r.vx0),r.y0=a.invert(r.vy0),r.x1=s.invert(r.vx1),r.y1=a.invert(r.vy1);break;case\"poly\":for(r.x=new Array(r.vx.length),r.y=new Array(r.vy.length),n=i=0,o=r.vx.length;0<=o?i<o:i>o;n=0<=o?++i:--i)r.x[n]=s.invert(r.vx[n]),r.y[n]=a.invert(r.vy[n]);break;default:l.logger.debug(\"Unrecognized selection geometry type: '\"+r.type+\"'\")}return this.plot_model.plot.trigger_event(new _.SelectionGeometry({geometry:r,\"final\":e}))},e}(o.GestureToolView),r.SelectTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.define({renderers:[u.Array,[]],names:[u.Array,[]]}),e.internal({multi_select_modifier:[u.String,\"shift\"]}),e}(o.GestureTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(217),s=t(13),a=t(40);r.TapToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._tap=function(t){var e,r,n,i,o;return r=this.plot_view.canvas,i=r.sx_to_vx(t.bokeh.sx),o=r.sy_to_vy(t.bokeh.sy),e=null!=(n=t.srcEvent.shiftKey)&&n,this._select(i,o,!0,e)},e.prototype._select=function(t,e,r,n){var i,o,s,l,u,c,_,h,p,d,f,y,m;if(u={type:\"point\",vx:t,vy:e},o=this.model.callback,s={geometries:u},\"select\"===this.model.behavior){y=this._computed_renderers_by_data_source();for(i in y)f=y[i],m=f[0].get_selection_manager(),p=function(){var t,e,r;for(r=[],t=0,e=f.length;t<e;t++)h=f[t],r.push(this.plot_view.renderer_views[h.id]);return r}.call(this),l=m.select(p,u,r,n),l&&null!=o&&(s.source=m.source,a.isFunction(o)?o(this,s):o.execute(this,s));this._emit_selection_event(u),this.plot_view.push_state(\"tap\",{selection:this.plot_view.get_selection()})}else for(d=this.computed_renderers,c=0,_=d.length;c<_;c++)h=d[c],m=h.get_selection_manager(),l=m.inspect(this.plot_view.renderer_views[h.id],u),l&&null!=o&&(s.source=m.source,a.isFunction(o)?o(this,s):o.execute(this,s));return null},e}(o.SelectToolView),r.TapTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.TapToolView,e.prototype.type=\"TapTool\",e.prototype.tool_name=\"Tap\",e.prototype.icon=\"bk-tool-icon-tap-select\",e.prototype.event_type=\"tap\",e.prototype.default_order=10,e.define({behavior:[s.String,\"select\"],callback:[s.Any]}),e}(o.SelectTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(213),s=t(13);r.WheelPanToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._scroll=function(t){var e;return e=this.model.speed*t.bokeh.delta,e>.9?e=.9:e<-.9&&(e=-.9),this._update_ranges(e)},e.prototype._update_ranges=function(t){var e,r,n,i,o,s,a,l,u,c,_,h,p,d,f,y,m,v,g,b,w,x,k,M,S,T;switch(r=this.plot_model.frame,n=r.h_range,v=r.v_range,s=[n.start,n.end],b=s[0],g=s[1],a=[v.start,v.end],k=a[0],x=a[1],this.model.dimension){case\"height\":M=Math.abs(x-k),d=b,f=g,y=k+M*t,m=x+M*t;break;case\"width\":w=Math.abs(g-b),d=b-w*t,f=g-w*t,y=k,m=x}S={},l=r.xscales;for(i in l)h=l[i],u=h.v_invert([d,f]),p=u[0],e=u[1],S[i]={start:p,end:e};T={},c=r.yscales;for(i in c)h=c[i],_=h.v_invert([y,m]),p=_[0],e=_[1],T[i]={start:p,end:e};return o={xrs:S,yrs:T,factor:t},this.plot_view.push_state(\"wheel_pan\",{range:o}),this.plot_view.update_range(o,!1,!0),this.plot_view.interactive_timestamp=Date.now(),null},e}(o.GestureToolView),r.WheelPanTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"WheelPanTool\",e.prototype.default_view=r.WheelPanToolView,e.prototype.tool_name=\"Wheel Pan\",e.prototype.icon=\"bk-tool-icon-wheel-pan\",e.prototype.event_type=\"scroll\",e.prototype.default_order=12,e.getters({tooltip:function(){return this._get_dim_tooltip(this.tool_name,this.dimension)}}),e.define({dimension:[s.Dimension,\"width\"]}),e.internal({speed:[s.Number,.001]}),e}(o.GestureTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=t(213),a=t(42),l=t(13);\"undefined\"!=typeof n&&null!==n||(n={}),r.WheelZoomToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype._pinch=function(t){var e;return e=t.scale>=1?20*(t.scale-1):-20/t.scale,t.bokeh.delta=e,this._scroll(t)},e.prototype._scroll=function(t){var e,r,n,i,o,s,l,u,c,_;return n=this.plot_model.frame,o=n.h_range,l=n.v_range,u=this.plot_view.canvas.sx_to_vx(t.bokeh.sx),c=this.plot_view.canvas.sy_to_vy(t.bokeh.sy),e=this.model.dimensions,i=(\"width\"===e||\"both\"===e)&&o.min<u&&u<o.max,s=(\"height\"===e||\"both\"===e)&&l.min<c&&c<l.max,r=this.model.speed*t.bokeh.delta,_=a.scale_range(n,r,i,s,{x:u,y:c}),this.plot_view.push_state(\"wheel_zoom\",{range:_}),this.plot_view.update_range(_,!1,!0),this.plot_view.interactive_timestamp=Date.now(),null},e}(s.GestureToolView),r.WheelZoomTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.WheelZoomToolView,e.prototype.type=\"WheelZoomTool\",e.prototype.tool_name=\"Wheel Zoom\",e.prototype.icon=\"bk-tool-icon-wheel-zoom\",e.prototype.event_type=\"ontouchstart\"in window||navigator.maxTouchPoints>0?\"pinch\":\"scroll\",e.prototype.default_order=10,e.getters({tooltip:function(){return this._get_dim_tooltip(this.tool_name,this.dimensions)}}),e.define({dimensions:[l.Dimensions,\"both\"]}),e.internal({speed:[l.Number,1/600]}),e}(s.GestureTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(202);r.ActionTool=n.ActionTool;var i=t(203);r.HelpTool=i.HelpTool;var o=t(204);r.RedoTool=o.RedoTool;var s=t(205);r.ResetTool=s.ResetTool;var a=t(206);r.SaveTool=a.SaveTool;var l=t(207);r.UndoTool=l.UndoTool;var u=t(208);r.ZoomInTool=u.ZoomInTool;var c=t(209);r.ZoomOutTool=c.ZoomOutTool;var _=t(210);r.ButtonTool=_.ButtonTool;var h=t(211);r.BoxSelectTool=h.BoxSelectTool;var p=t(212);r.BoxZoomTool=p.BoxZoomTool;var d=t(213);r.GestureTool=d.GestureTool;var f=t(214);r.LassoSelectTool=f.LassoSelectTool;var y=t(215);r.PanTool=y.PanTool;var m=t(216);r.PolySelectTool=m.PolySelectTool;var v=t(217);r.SelectTool=v.SelectTool;var g=t(218);r.TapTool=g.TapTool;var b=t(219);r.WheelPanTool=b.WheelPanTool;var w=t(220);r.WheelZoomTool=w.WheelZoomTool;var x=t(222);r.CrosshairTool=x.CrosshairTool;var k=t(223);r.HoverTool=k.HoverTool;var M=t(224);r.InspectTool=M.InspectTool;var S=t(226);r.Tool=S.Tool;var T=t(227);r.ToolProxy=T.ToolProxy;var O=t(228);r.Toolbar=O.Toolbar;var P=t(229);r.ToolbarBase=P.ToolbarBase;var A=t(230);r.ToolbarBoxToolbar=A.ToolbarBoxToolbar;var j=t(230);r.ToolbarBox=j.ToolbarBox},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(224),s=t(61),a=t(13),l=t(28);r.CrosshairToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype._move=function(t){var e,r,n,i;if(this.model.active)return r=this.plot_model.frame,e=this.plot_model.canvas,n=e.sx_to_vx(t.bokeh.sx),i=e.sy_to_vy(t.bokeh.sy),r.contains(n,i)||(n=i=null),this._update_spans(n,i)},e.prototype._move_exit=function(t){return this._update_spans(null,null)},e.prototype._update_spans=function(t,e){var r;if(r=this.model.dimensions,\"width\"!==r&&\"both\"!==r||(this.model.spans.width.computed_location=e),\n",
       "      \"height\"===r||\"both\"===r)return this.model.spans.height.computed_location=t},e}(o.InspectToolView),r.CrosshairTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.default_view=r.CrosshairToolView,e.prototype.type=\"CrosshairTool\",e.prototype.tool_name=\"Crosshair\",e.prototype.icon=\"bk-tool-icon-crosshair\",e.define({dimensions:[a.Dimensions,\"both\"],line_color:[a.Color,\"black\"],line_width:[a.Number,1],line_alpha:[a.Number,1]}),e.internal({location_units:[a.SpatialUnits,\"screen\"],render_mode:[a.RenderMode,\"css\"],spans:[a.Any]}),e.getters({tooltip:function(){return this._get_dim_tooltip(\"Crosshair\",this.dimensions)},synthetic_renderers:function(){return l.values(this.spans)}}),e.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r),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})}},e}(o.InspectTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=function(t,e){function r(){this.constructor=t}for(var n in e)o.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=t(224),a=t(64),l=t(156),u=t(157),c=t(8),_=t(37),h=t(4),p=t(13),d=t(28),f=t(40),y=t(3);n=function(t){var e,r,n,i,o;return\"#\"===t.substr(0,1)?t:(r=/(.*?)rgb\\((\\d+), (\\d+), (\\d+)\\)/.exec(t),i=parseInt(r[2]),n=parseInt(r[3]),e=parseInt(r[4]),o=e|n<<8|i<<16,r[1]+\"#\"+o.toString(16))},r.HoverToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.ttviews={}},e.prototype.remove=function(){return y.remove_views(this.ttviews),e.__super__.remove.call(this)},e.prototype.connect_signals=function(){var t,r,n,i;for(e.__super__.connect_signals.call(this),i=this.computed_renderers,t=0,r=i.length;t<r;t++)n=i[t],n instanceof l.GlyphRenderer?this.connect(n.data_source.inspect,this._update):n instanceof u.GraphRenderer&&(this.connect(n.node_renderer.data_source.inspect,this._update),this.connect(n.edge_renderer.data_source.inspect,this._update));return this.connect(this.model.properties.renderers.change,function(){return this._computed_renderers=this._ttmodels=null}),this.connect(this.model.properties.names.change,function(){return this._computed_renderers=this._ttmodels=null}),this.connect(this.model.properties.tooltips.change,function(){return this._ttmodels=null})},e.prototype._compute_renderers=function(){var t,e,r,n;return n=this.model.renderers,e=this.model.names,0===n.length&&(t=this.plot_model.plot.renderers,n=function(){var e,n,i;for(i=[],e=0,n=t.length;e<n;e++)r=t[e],(r instanceof l.GlyphRenderer||r instanceof u.GraphRenderer)&&i.push(r);return i}()),e.length>0&&(n=function(){var t,i,o;for(o=[],t=0,i=n.length;t<i;t++)r=n[t],e.indexOf(r.name)>=0&&o.push(r);return o}()),n},e.prototype._compute_ttmodels=function(){var t,e,r,n,i,o,s,c,_,h,p;if(h={},_=this.model.tooltips,null!=_)for(s=this.computed_renderers,t=0,r=s.length;t<r;t++)o=s[t],o instanceof l.GlyphRenderer?(c=new a.Tooltip({custom:f.isString(_)||f.isFunction(_),attachment:this.model.attachment,show_arrow:this.model.show_arrow}),h[o.id]=c):o instanceof u.GraphRenderer&&(c=new a.Tooltip({custom:f.isString(_)||f.isFunction(_),attachment:this.model.attachment,show_arrow:this.model.show_arrow}),h[o.node_renderer.id]=c,h[o.edge_renderer.id]=c);for(i=y.build_views(this.ttviews,d.values(h),{parent:this,plot_view:this.plot_view}),e=0,n=i.length;e<n;e++)p=i[e],p.connect_signals();return h},e.getters({computed_renderers:function(){return null==this._computed_renderers&&(this._computed_renderers=this._compute_renderers()),this._computed_renderers},ttmodels:function(){return null==this._ttmodels&&(this._ttmodels=this._compute_ttmodels()),this._ttmodels}}),e.prototype._clear=function(){var t,e,r,n;this._inspect(Infinity,Infinity),t=this.ttmodels,e=[];for(r in t)n=t[r],e.push(n.clear());return e},e.prototype._move=function(t){var e,r,n;if(this.model.active)return e=this.plot_view.canvas,r=e.sx_to_vx(t.bokeh.sx),n=e.sy_to_vy(t.bokeh.sy),this.plot_view.frame.contains(r,n)?this._inspect(r,n):this._clear()},e.prototype._move_exit=function(){return this._clear()},e.prototype._inspect=function(t,e,r){var n,i,o,s,a,l;for(n={type:\"point\",vx:t,vy:e},\"mouse\"===this.model.mode?n.type=\"point\":(n.type=\"span\",\"vline\"===this.model.mode?n.direction=\"h\":n.direction=\"v\"),a=this.computed_renderers,i=0,o=a.length;i<o;i++)s=a[i],l=s.get_selection_manager(),l.inspect(this.plot_view.renderer_views[s.id],n);null!=this.model.callback&&this._emit_callback(n)},e.prototype._update=function(t){var e,r,n,i,o,s,a,l,u,_,h,p,f,y,m,v,g,b,w,x,k,M,S,T,O,P,A,j,E,z,C,N,D,F,I,B,R,L,V,G,U,q,Y,X,W,H,Q,J,$,Z,K,tt;if(L=t[0],S=t[1],p=S.geometry,this.model.active&&(W=null!=(T=this.ttmodels[L.model.id])?T:null,null!=W&&(W.clear(),m=L.model.get_selection_manager().inspectors[L.model.id].indices,_=L.model.get_selection_manager().source,!m.is_empty()))){for(Q=p.vx,J=p.vy,e=this.plot_model.canvas,h=this.plot_model.frame,Y=e.vx_to_sx(Q),X=e.vy_to_sy(J),Z=h.xscales[L.model.x_range_name],tt=h.yscales[L.model.y_range_name],$=Z.invert(Q),K=tt.invert(J),z=m[\"0d\"].indices,b=0,x=z.length;b<x;b++){switch(f=z[b],s=L.glyph._x[f+1],a=L.glyph._y[f+1],y=f,this.model.line_policy){case\"interp\":C=L.glyph.get_interpolation_hit(f,p),s=C[0],a=C[1],V=Z.compute(s),G=tt.compute(a);break;case\"prev\":V=e.sx_to_vx(L.glyph.sx[f]),G=e.sy_to_vy(L.glyph.sy[f]);break;case\"next\":V=e.sx_to_vx(L.glyph.sx[f+1]),G=e.sy_to_vy(L.glyph.sy[f+1]),y=f+1;break;case\"nearest\":r=L.glyph.sx[f],n=L.glyph.sy[f],l=c.dist_2_pts(r,n,Y,X),i=L.glyph.sx[f+1],o=L.glyph.sy[f+1],u=c.dist_2_pts(i,o,Y,X),l<u?(N=[r,n],U=N[0],q=N[1]):(D=[i,o],U=D[0],q=D[1],y=f+1),s=L.glyph._x[f],a=L.glyph._y[f],V=e.sx_to_vx(U),G=e.sy_to_vy(q);break;default:F=[Q,J],V=F[0],G=F[1]}H={index:y,x:$,y:K,vx:Q,vy:J,sx:Y,sy:X,data_x:s,data_y:a,rx:V,ry:G},W.add(V,G,this._render_tooltips(_,y,H))}for(I=m[\"1d\"].indices,w=0,k=I.length;w<k;w++)if(f=I[w],d.isEmpty(m[\"2d\"].indices))s=null!=(A=L.glyph._x)?A[f]:void 0,a=null!=(j=L.glyph._y)?j[f]:void 0,\"snap_to_data\"===this.model.point_policy?(M=L.glyph.get_anchor_point(this.model.anchor,f,[Y,X]),null==M&&(M=L.glyph.get_anchor_point(\"center\",f,[Y,X])),V=e.sx_to_vx(M.x),G=e.sy_to_vy(M.y)):(E=[Q,J],V=E[0],G=E[1]),H={index:f,x:$,y:K,vx:Q,vy:J,sx:Y,sy:X,data_x:s,data_y:a},W.add(V,G,this._render_tooltips(_,f,H));else{B=m[\"2d\"].indices;for(f in B){switch(v=B[f][0],s=L.glyph._xs[f][v],a=L.glyph._ys[f][v],g=v,this.model.line_policy){case\"interp\":R=L.glyph.get_interpolation_hit(f,v,p),s=R[0],a=R[1],V=Z.compute(s),G=tt.compute(a);break;case\"prev\":V=e.sx_to_vx(L.glyph.sxs[f][v]),G=e.sy_to_vy(L.glyph.sys[f][v]);break;case\"next\":V=e.sx_to_vx(L.glyph.sxs[f][v+1]),G=e.sy_to_vy(L.glyph.sys[f][v+1]),g=v+1;break;case\"nearest\":r=L.glyph.sxs[f][v],n=L.glyph.sys[f][v],l=c.dist_2_pts(r,n,Y,X),i=L.glyph.sxs[f][v+1],o=L.glyph.sys[f][v+1],u=c.dist_2_pts(i,o,Y,X),l<u?(O=[r,n],U=O[0],q=O[1]):(P=[i,o],U=P[0],q=P[1],g=v+1),s=L.glyph._xs[f][v],a=L.glyph._ys[f][v],V=e.sx_to_vx(U),G=e.sy_to_vy(q)}H={index:f,segment_index:g,x:$,y:K,vx:Q,vy:J,sx:Y,sy:X,data_x:s,data_y:a},W.add(V,G,this._render_tooltips(_,f,H))}}return null}},e.prototype._emit_callback=function(t){var e,r,n,i,o,s,a,l,u,c;a=this.computed_renderers[0],o=this.plot_view.renderer_views[a.id].hit_test(t),r=this.plot_model.canvas,i=this.plot_model.frame,t.sx=r.vx_to_sx(t.vx),t.sy=r.vy_to_sy(t.vy),u=i.xscales[a.x_range_name],c=i.yscales[a.y_range_name],t.x=u.invert(t.vx),t.y=c.invert(t.vy),e=this.model.callback,l=[e,{index:o,geometry:t,renderer:a}],s=l[0],n=l[1],f.isFunction(e)?e(s,n):e.execute(s,n)},e.prototype._render_tooltips=function(t,e,r){var i,o,s,a,l,u,c,p,d,y,m,v,g,b,w,x,k,M;if(k=this.model.tooltips,f.isString(k))return l=h.div(),l.innerHTML=_.replace_placeholders(k,t,e,this.model.formatters,r),l;if(f.isFunction(k))return k(t,r);for(w=h.div({style:{display:\"table\",borderSpacing:\"2px\"}}),c=0,d=k.length;c<d;c++)if(v=k[c],p=v[0],M=v[1],b=h.div({style:{display:\"table-row\"}}),w.appendChild(b),i=h.div({style:{display:\"table-cell\"},\"class\":\"bk-tooltip-row-label\"},p+\": \"),b.appendChild(i),i=h.div({style:{display:\"table-cell\"},\"class\":\"bk-tooltip-row-value\"}),b.appendChild(i),M.indexOf(\"$color\")>=0){if(g=M.match(/\\$color(\\[.*\\])?:(\\w*)/),y=g[0],m=g[1],o=g[2],a=t.get_column(o),null==a){l=h.span({},o+\" unknown\"),i.appendChild(l);continue}if(u=(null!=m?m.indexOf(\"hex\"):void 0)>=0,x=(null!=m?m.indexOf(\"swatch\"):void 0)>=0,s=a[e],null==s){l=h.span({},\"(null)\"),i.appendChild(l);continue}u&&(s=n(s)),l=h.span({},s),i.appendChild(l),x&&(l=h.span({\"class\":\"bk-tooltip-color-block\",style:{backgroundColor:s}},\" \"),i.appendChild(l))}else M=M.replace(\"$~\",\"$data_\"),l=h.span(),l.innerHTML=_.replace_placeholders(M,t,e,this.model.formatters,r),i.appendChild(l);return w},e}(s.InspectToolView),r.HoverTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.default_view=r.HoverToolView,e.prototype.type=\"HoverTool\",e.prototype.tool_name=\"Hover\",e.prototype.icon=\"bk-tool-icon-hover\",e.define({tooltips:[p.Any,[[\"index\",\"$index\"],[\"data (x, y)\",\"($x, $y)\"],[\"canvas (x, y)\",\"($sx, $sy)\"]]],formatters:[p.Any,{}],renderers:[p.Array,[]],names:[p.Array,[]],mode:[p.String,\"mouse\"],point_policy:[p.String,\"snap_to_data\"],line_policy:[p.String,\"nearest\"],show_arrow:[p.Boolean,!0],anchor:[p.String,\"center\"],attachment:[p.String,\"horizontal\"],callback:[p.Any]}),e}(s.InspectTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(13),s=t(210);r.InspectToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e}(s.ButtonToolView),r.InspectTool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.event_type=\"move\",e.define({toggleable:[o.Bool,!0]}),e.override({active:!0}),e}(s.ButtonTool)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(210);r.OnOffButtonView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.render=function(){return e.__super__.render.call(this),this.model.active?this.el.classList.add(\"bk-active\"):this.el.classList.remove(\"bk-active\")},e.prototype._clicked=function(){var t;return t=this.model.active,this.model.active=!t},e}(o.ButtonToolButtonView)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(13),s=t(43),a=t(20),l=t(48);r.ToolView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.plot_view=t.plot_view},e.getters({plot_model:function(){return this.plot_view.model}}),e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.properties.active.change,function(t){return function(){return t.model.active?t.activate():t.deactivate()}}(this))},e.prototype.activate=function(){},e.prototype.deactivate=function(){},e}(s.View),r.Tool=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.getters({synthetic_renderers:function(){return[]}}),e.internal({active:[o.Boolean,!1]}),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,r,n){var i,o,s,l,u,c,_,h;return s=t[0],c=t[1],l=e[0],_=e[1],i=r.h_range,\"width\"===n||\"both\"===n?(u=[a.min([s,l]),a.max([s,l])],u=[a.max([u[0],i.min]),a.min([u[1],i.max])]):u=[i.min,i.max],o=r.v_range,\"height\"===n||\"both\"===n?(h=[a.min([c,_]),a.max([c,_])],h=[a.max([h[0],o.min]),a.min([h[1],o.max])]):h=[o.min,o.max],[u,h]},e}(l.Model)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return r.prototype=e.prototype,t.prototype=new r,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(13),s=t(18),a=t(48);r.ToolProxy=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this[\"do\"]=new s.Signal(this,\"do\"),this.connect(this[\"do\"],function(){return this.doit()}),this.connect(this.properties.active.change,function(){return this.set_active()})},e.prototype.doit=function(){var t,e,r,n;for(r=this.tools,t=0,e=r.length;t<e;t++)n=r[t],n[\"do\"].emit();return null},e.prototype.set_active=function(){var t,e,r,n;for(r=this.tools,t=0,e=r.length;t<e;t++)n=r[t],n.active=this.active;return null},e.define({tools:[o.Array,[]],active:[o.Bool,!1],tooltip:[o.String],tool_name:[o.String],disabled:[o.Bool,!1],event_type:[o.String],icon:[o.String]}),e.prototype._clicked=function(){var t;return t=this.model.active,this.model.active=!t},e}(a.Model)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return 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t.id===s.id}}(this))||(this.help=this.help.concat([s]));else if(s instanceof l.ActionTool)a.any(this.actions,function(t){return function(t){return t.id===s.id}}(this))||(this.actions=this.actions.concat([s]));else if(s instanceof c.GestureTool){if(t=s.event_type,!(t in this.gestures)){logger.warn(\"Toolbar: unknown event type '\"+t+\"' for tool: \"+s.type+\" (\"+s.id+\")\");continue}a.any(this.gestures[t].tools,function(t){return function(t){return t.id===s.id}}(this))||(this.gestures[t].tools=this.gestures[t].tools.concat([s])),this.connect(s.properties.active.change,this._active_change.bind(null,s))}\"auto\"===this.active_inspect||(this.active_inspect instanceof _.InspectTool?this.inspectors.map(function(t){return function(e){if(e!==t.active_inspect)return e.active=!1}}(this)):this.active_inspect instanceof Array?this.inspectors.map(function(t){return function(e){if(o.call(t.active_inspect,e)<0)return e.active=!1}}(this)):null===this.active_inspect&&this.inspectors.map(function(t){return t.active=!1})),i=[];for(t in this.gestures)if(h=this.gestures[t].tools,0!==h.length){if(this.gestures[t].tools=a.sortBy(h,function(t){return t.default_order}),\"tap\"===t){if(null===this.active_tap)continue;\"auto\"===this.active_tap?this.gestures[t].tools[0].active=!0:this.active_tap.active=!0}if(\"pan\"===t){if(null===this.active_drag)continue;\"auto\"===this.active_drag?this.gestures[t].tools[0].active=!0:this.active_drag.active=!0}if(\"pinch\"===t||\"scroll\"===t){if(null===this.active_scroll||\"auto\"===this.active_scroll)continue;i.push(this.active_scroll.active=!0)}else i.push(void 0)}return i},e.define({active_drag:[s.Any,\"auto\"],active_inspect:[s.Any,\"auto\"],active_scroll:[s.Any,\"auto\"],active_tap:[s.Any,\"auto\"]}),e}(h.ToolbarBase)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in 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null!=this.model.logo?(t=\"grey\"===this.model.logo?\"bk-grey\":null,e=l.a({href:\"https://bokeh.pydata.org/\",target:\"_blank\",\"class\":[\"bk-logo\",\"bk-logo-small\",t]})):e=null,r=this.model.toolbar_sticky?\"sticky\":\"not-sticky\",l.div({\"class\":[\"bk-toolbar-\"+this.model.toolbar_location,\"bk-toolbar-\"+r]},e,l.div({\"class\":\"bk-button-bar\"},l.div({\"class\":\"bk-button-bar-list\",type:\"pan\"}),l.div({\"class\":\"bk-button-bar-list\",type:\"scroll\"}),l.div({\"class\":\"bk-button-bar-list\",type:\"pinch\"}),l.div({\"class\":\"bk-button-bar-list\",type:\"tap\"}),l.div({\"class\":\"bk-button-bar-list\",type:\"press\"}),l.div({\"class\":\"bk-button-bar-list\",type:\"rotate\"}),l.div({\"class\":\"bk-button-bar-list\",type:\"actions\"}),l.div({\"class\":\"bk-button-bar-list\",type:\"inspectors\"}),l.div({\"class\":\"bk-button-bar-list\",type:\"help\"})))},e.prototype.render=function(){var t,e,r,n,i,o,s,a,u,c,p,d,f,y,m,v;for(l.empty(this.el),\"fixed\"!==this.model.sizing_mode&&(this.el.style.left=this.model._dom_left.value+\"px\",this.el.style.top=this.model._dom_top.value+\"px\",this.el.style.width=this.model._width.value+\"px\",this.el.style.height=this.model._height.value+\"px\"),this.el.appendChild(this.template()),t=this.el.querySelector(\".bk-button-bar-list[type='inspectors']\"),f=this.model.inspectors,n=0,a=f.length;n<a;n++)d=f[n],d.toggleable&&t.appendChild(new h.OnOffButtonView({model:d,parent:this}).el);for(t=this.el.querySelector(\".bk-button-bar-list[type='help']\"),y=this.model.help,i=0,u=y.length;i<u;i++)d=y[i],t.appendChild(new _.ActionToolButtonView({model:d,parent:this}).el);for(t=this.el.querySelector(\".bk-button-bar-list[type='actions']\"),m=this.model.actions,o=0,c=m.length;o<c;o++)d=m[o],t.appendChild(new _.ActionToolButtonView({model:d,parent:this}).el);r=this.model.gestures;for(e in r)for(t=this.el.querySelector(\".bk-button-bar-list[type='\"+e+\"']\"),v=r[e].tools,s=0,p=v.length;s<p;s++)d=v[s],t.appendChild(new h.OnOffButtonView({model:d,parent:this}).el);return this},e}(c.LayoutDOMView),r.ToolbarBase=function(t){function e(){return this._active_change=o(this._active_change,this),e.__super__.constructor.apply(this,arguments)}return n(e,t),e.prototype.type=\"ToolbarBase\",e.prototype.default_view=r.ToolbarBaseView,e.prototype.initialize=function(t,r){return e.__super__.initialize.call(this,t,r),this._set_sizeable(),this.connect(this.properties.toolbar_location.change,function(t){return function(){return t._set_sizeable()}}(this))},e.prototype._set_sizeable=function(){var t,e;return t=\"left\"===(e=this.toolbar_location)||\"right\"===e,this._sizeable=t?this._width:this._height},e.prototype._active_change=function(t){var e,r;return r=t.event_type,t.active?(e=this.gestures[r].active,null!=e&&(s.logger.debug(\"Toolbar: deactivating tool: \"+e.type+\" (\"+e.id+\") for event type '\"+r+\"'\"),e.active=!1),this.gestures[r].active=t,s.logger.debug(\"Toolbar: activating tool: \"+t.type+\" (\"+t.id+\") for event type '\"+r+\"'\")):this.gestures[r].active=null,null},e.prototype.get_constraints=function(){return e.__super__.get_constraints.call(this).concat(a.EQ(this._sizeable,-30))},e.define({tools:[u.Array,[]],logo:[u.String,\"normal\"]}),e.internal({gestures:[u.Any,function(){return{pan:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},press:{tools:[],active:null},rotate:{tools:[],active:null}}}],actions:[u.Array,[]],inspectors:[u.Array,[]],help:[u.Array,[]],toolbar_location:[u.Location,\"right\"],toolbar_sticky:[u.Bool]}),e.override({sizing_mode:null}),e}(c.LayoutDOM)},function(t,e,r){\"use strict\";Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(t,e){function r(){this.constructor=t}for(var n in e)i.call(e,n)&&(t[n]=e[n]);return 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c||(c[E.type]=[]),c[E.type].push(E);for(P=this.actions,d=0,v=P.length;d<v;d++)E=P[d],E.type in t||(t[E.type]=[]),t[E.type].push(E);g=function(t,e){return null==e&&(e=!1),new p.ToolProxy({tools:t,event_type:t[0].event_type,tooltip:t[0].tool_name,tool_name:t[0].tool_name,icon:t[0].icon,active:e})};for(n in i){this.gestures[n].tools=[],A=i[n];for(z in A)C=A[z],C.length>0&&(x=g(C),this.gestures[n].tools.push(x),this.connect(x.properties.active.change,this._active_change.bind(null,x)))}this.actions=[];for(z in t)C=t[z],C.length>0&&this.actions.push(g(C));this.inspectors=[];for(z in c)C=c[z],C.length>0&&this.inspectors.push(g(C,e=!0));j=[];for(r in this.gestures)C=this.gestures[r].tools,0!==C.length&&(this.gestures[r].tools=a.sortBy(C,function(t){return t.default_order}),\"pinch\"!==r&&\"scroll\"!==r?j.push(this.gestures[r].tools[0].active=!0):j.push(void 0));return j},e}(h.ToolbarBase),r.ToolbarBoxView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return 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       "       * @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/jakearchibald/es6-promise/master/LICENSE\n",
       "       * @version   3.0.2\n",
       "       */\n",
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r=this,n=this.state;n<ve&&e(r.options.event+K(n)),e(r.options.event),t.additionalEvent&&e(t.additionalEvent),n>=ve&&e(r.options.event+K(n))},tryEmit:function(t){return this.canEmit()?this.emit(t):void(this.state=we)},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(this.requireFail[t].state&(we|fe)))return!1;t++}return!0},recognize:function(t){var e=pt({},t);return h(this.options.enable,[this,e])?(this.state&(ge|be|we)&&(this.state=fe),this.state=this.process(e),void(this.state&(ye|me|ve|be)&&this.tryEmit(e))):(this.reset(),void(this.state=we))},process:function(t){},getTouchAction:function(){},reset:function(){}},c(rt,Z,{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,r=t.eventType,n=e&(ye|me),i=this.attrTest(t);return n&&(r&Dt||!i)?e|be:n||i?r&Nt?e|ve:e&ye?e|me:ye:we}}),c(nt,rt,{defaults:{event:\"pan\",threshold:10,pointers:1,direction:Ut},getTouchAction:function(){var t=this.options.direction,e=[];return t&Vt&&e.push(pe),t&Gt&&e.push(he),e},directionTest:function(t){var e=this.options,r=!0,n=t.distance,i=t.direction,o=t.deltaX,s=t.deltaY;return i&e.direction||(e.direction&Vt?(i=0===o?Ft:o<0?It:Bt,r=o!=this.pX,n=Math.abs(t.deltaX)):(i=0===s?Ft:s<0?Rt:Lt,r=s!=this.pY,n=Math.abs(t.deltaY))),t.direction=i,r&&n>e.threshold&&i&e.direction},attrTest:function(t){return rt.prototype.attrTest.call(this,t)&&(this.state&ye||!(this.state&ye)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=tt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),c(it,rt,{defaults:{event:\"pinch\",threshold:0,pointers:2},getTouchAction:function(){return[_e]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||this.state&ye)},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)}}),c(ot,Z,{defaults:{event:\"press\",pointers:1,time:251,threshold:9},getTouchAction:function(){return[ue]},process:function(t){var e=this.options,r=t.pointers.length===e.pointers,n=t.distance<e.threshold,i=t.deltaTime>e.time;if(this._input=t,!n||!r||t.eventType&(Nt|Dt)&&!i)this.reset();else if(t.eventType&zt)this.reset(),this._timer=s(function(){this.state=ge,this.tryEmit()},e.time,this);else if(t.eventType&Nt)return ge;return we},reset:function(){clearTimeout(this._timer)},emit:function(t){this.state===ge&&(t&&t.eventType&Nt?this.manager.emit(this.options.event+\"up\",t):(this._input.timeStamp=gt(),this.manager.emit(this.options.event,this._input)))}}),c(st,rt,{defaults:{event:\"rotate\",threshold:0,pointers:2},getTouchAction:function(){return[_e]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||this.state&ye)}}),c(at,rt,{defaults:{event:\"swipe\",threshold:10,velocity:.3,direction:Vt|Gt,pointers:1},getTouchAction:function(){return nt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,r=this.options.direction;return r&(Vt|Gt)?e=t.overallVelocity:r&Vt?e=t.overallVelocityX:r&Gt&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&r&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&vt(e)>this.options.velocity&&t.eventType&Nt},emit:function(t){var e=tt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),c(lt,Z,{defaults:{event:\"tap\",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[ce]},process:function(t){var e=this.options,r=t.pointers.length===e.pointers,n=t.distance<e.threshold,i=t.deltaTime<e.time;if(this.reset(),t.eventType&zt&&0===this.count)return this.failTimeout();if(n&&i&&r){if(t.eventType!=Nt)return this.failTimeout();var o=!this.pTime||t.timeStamp-this.pTime<e.interval,a=!this.pCenter||D(this.pCenter,t.center)<e.posThreshold;this.pTime=t.timeStamp,this.pCenter=t.center,a&&o?this.count+=1:this.count=1,this._input=t;var l=this.count%e.taps;if(0===l)return this.hasRequireFailures()?(this._timer=s(function(){this.state=ge,this.tryEmit()},e.interval,this),ye):ge}return we},failTimeout:function(){return this._timer=s(function(){this.state=we},this.options.interval,this),we},reset:function(){clearTimeout(this._timer)},emit:function(){this.state==ge&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),ut.VERSION=\"2.0.7\",ut.defaults={domEvents:!1,touchAction:le,enable:!0,inputTarget:null,inputClass:null,preset:[[st,{enable:!1}],[it,{enable:!1},[\"rotate\"]],[at,{direction:Vt}],[nt,{direction:Vt},[\"swipe\"]],[lt],[lt,{event:\"doubletap\",taps:2},[\"tap\"]],[ot]],cssProps:{userSelect:\"none\",touchSelect:\"none\",touchCallout:\"none\",contentZooming:\"none\",userDrag:\"none\",tapHighlightColor:\"rgba(0,0,0,0)\"}};var xe=1,ke=2;ct.prototype={set:function(t){return pt(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?ke:xe},recognize:function(t){var e=this.session;if(!e.stopped){this.touchAction.preventDefaults(t);var r,n=this.recognizers,i=e.curRecognizer;(!i||i&&i.state&ge)&&(i=e.curRecognizer=null);for(var o=0;o<n.length;)r=n[o],e.stopped===ke||i&&r!=i&&!r.canRecognizeWith(i)?r.reset():r.recognize(t),!i&&r.state&(ye|me|ve)&&(i=e.curRecognizer=r),o++}},get:function(t){if(t instanceof Z)return t;for(var e=this.recognizers,r=0;r<e.length;r++)if(e[r].options.event==t)return e[r];return null},add:function(t){if(a(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(a(t,\"remove\",this))return this;if(t=this.get(t)){var e=this.recognizers,r=g(e,t);r!==-1&&(e.splice(r,1),this.touchAction.update())}return this},on:function(t,e){if(t!==o&&e!==o){var r=this.handlers;return l(v(t),function(t){r[t]=r[t]||[],r[t].push(e)}),this}},off:function(t,e){if(t!==o){var r=this.handlers;return l(v(t),function(t){e?r[t]&&r[t].splice(g(r[t],e),1):delete r[t]}),this}},emit:function(t,e){this.options.domEvents&&ht(t,e);var r=this.handlers[t]&&this.handlers[t].slice();if(r&&r.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var n=0;n<r.length;)r[n](e),n++}},destroy:function(){this.element&&_t(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},pt(ut,{INPUT_START:zt,INPUT_MOVE:Ct,INPUT_END:Nt,INPUT_CANCEL:Dt,STATE_POSSIBLE:fe,STATE_BEGAN:ye,STATE_CHANGED:me,STATE_ENDED:ve,STATE_RECOGNIZED:ge,STATE_CANCELLED:be,STATE_FAILED:we,DIRECTION_NONE:Ft,DIRECTION_LEFT:It,DIRECTION_RIGHT:Bt,DIRECTION_UP:Rt,DIRECTION_DOWN:Lt,DIRECTION_HORIZONTAL:Vt,DIRECTION_VERTICAL:Gt,DIRECTION_ALL:Ut,Manager:ct,Input:S,TouchAction:Q,TouchInput:U,MouseInput:R,PointerEventInput:L,TouchMouseInput:Y,SingleTouchInput:V,Recognizer:Z,AttrRecognizer:rt,Tap:lt,Pan:nt,Swipe:at,Pinch:it,Rotate:st,Press:ot,on:d,off:f,each:l,merge:wt,extend:bt,assign:pt,inherit:c,bindFn:_,prefixed:x});var Me=\"undefined\"!=typeof e?e:\"undefined\"!=typeof self?self:{};Me.Hammer=ut,\"function\"==typeof t&&t.amd?t(function(){return ut}):\"undefined\"!=typeof r&&r.exports?r.exports=ut:e[i]=ut}(window,document,\"Hammer\")},function(t,e,r){\"use strict\";/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var n,i=t(317);!function(t){t[t.Le=0]=\"Le\",t[t.Ge=1]=\"Ge\",t[t.Eq=2]=\"Eq\"}(n=r.Operator||(r.Operator={}));var o=function(){function t(t,e,r){void 0===r&&(r=i.Strength.required),this._id=s++,this._operator=e,this._expression=t,this._strength=i.Strength.clip(r)}return t.Compare=function(t,e){return t.id-e.id},t.prototype.toString=function(){var t=this,e=function(){switch(t._operator){case n.Le:return\"<=\";case n.Ge:return\">=\";case n.Eq:return\"==\"}};return this._expression+\" \"+e()+\" 0\"},Object.defineProperty(t.prototype,\"id\",{get:function(){return this._id},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"expression\",{get:function(){return this._expression},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"op\",{get:function(){return this._operator},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"strength\",{get:function(){return this._strength},enumerable:!0,configurable:!0}),t}();r.Constraint=o;var s=0},function(t,e,r){\"use strict\";function n(t){for(var e=0,r=function(){return 0},n=s.createMap(o.Variable.Compare),i=0,a=t.length;i<a;++i){var l=t[i];if(\"number\"==typeof l)e+=l;else if(l instanceof o.Variable)n.setDefault(l,r).second+=1;else{if(!(l instanceof Array))throw new Error(\"invalid Expression argument: \"+JSON.stringify(l));if(2!==l.length)throw new Error(\"array must have length 2\");var u=l[0],c=l[1];if(\"number\"!=typeof u)throw new Error(\"array item 0 must be a number\");if(!(c instanceof o.Variable))throw new Error(\"array item 1 must be a variable\");n.setDefault(c,r).second+=u}}return{terms:n,constant:e}}/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var i=t(321),o=t(324),s=t(315),a=function(){function t(){var t=n(arguments);this._terms=t.terms,this._constant=t.constant}return t.prototype.toString=function(){var t=[];i.forEach(this._terms,function(e){t.push([e.first,e.second])});for(var e=!0,r=\"\",n=0,o=t;n<o.length;n++){var s=o[n],a=s[0],l=s[1];e?(e=!1,r+=1==l?\"\"+a:l==-1?\"-\"+a:l+\"*\"+a):r+=1==l?\" + \"+a:l==-1?\" - \"+a:l>=0?\" + \"+l+a:\" - \"+-l+a}var u=this.constant;return u<0?r+=\" - \"+-u:u>0&&(r+=\" + \"+u),r},Object.defineProperty(t.prototype,\"terms\",{get:function(){return this._terms},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"constant\",{get:function(){return this._constant},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"value\",{get:function(){var t=this._constant;return i.forEach(this._terms,function(e){t+=e.first.value*e.second}),t},enumerable:!0,configurable:!0}),t}();r.Expression=a},function(t,e,r){\"use strict\";/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      function n(t){for(var e in t)r.hasOwnProperty(e)||(r[e]=t[e])}Object.defineProperty(r,\"__esModule\",{value:!0}),n(t(324)),n(t(313)),n(t(312)),n(t(317)),n(t(316))},function(t,e,r){\"use strict\";function n(t){return new i.AssociativeArray(t)}/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var i=t(321);r.createMap=n},function(t,e,r){\"use strict\";function n(t){var e=1e-8;return t<0?-t<e:t<e}function i(){return h.createMap(c.Constraint.Compare)}function o(){return h.createMap(y.Compare)}function s(){return h.createMap(l.Variable.Compare)}function a(){return h.createMap(l.Variable.Compare)}/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var l=t(324),u=t(313),c=t(312),_=t(317),h=t(315),p=t(321),d=function(){function t(){this._cnMap=i(),this._rowMap=o(),this._varMap=s(),this._editMap=a(),this._infeasibleRows=[],this._objective=new v,this._artificial=null,this._idTick=0}return t.prototype.addConstraint=function(t){var e=this._cnMap.find(t);if(void 0!==e)throw new Error(\"duplicate constraint\");var r=this._createRow(t),i=r.row,o=r.tag,s=this._chooseSubject(i,o);if(s.type()===f.Invalid&&i.allDummies()){if(!n(i.constant())){for(var a=[],l=0,u=t.expression.terms._array;l<u.length;l++){var c=u[l];a.push(c.first.name)}var _=[\"LE\",\"GE\",\"EQ\"][t.op];throw new Error(\"unsatisfiable constraint [\"+a.join(\",\")+\"] operator: \"+_)}s=o.marker}if(s.type()===f.Invalid){if(!this._addWithArtificialVariable(i))throw new Error(\"unsatisfiable constraint\")}else i.solveFor(s),this._substitute(s,i),this._rowMap.insert(s,i);this._cnMap.insert(t,o),this._optimize(this._objective)},t.prototype.removeConstraint=function(t,e){void 0===e&&(e=!1);var r=this._cnMap.erase(t);if(void 0===r){if(e)return;throw new Error(\"unknown constraint\")}this._removeConstraintEffects(t,r.second);var n=r.second.marker,i=this._rowMap.erase(n);if(void 0===i){var o=this._getMarkerLeavingSymbol(n);if(o.type()===f.Invalid)throw new Error(\"failed to find leaving row\");i=this._rowMap.erase(o),i.second.solveForEx(o,n),this._substitute(n,i.second)}this._optimize(this._objective)},t.prototype.hasConstraint=function(t){return this._cnMap.contains(t)},t.prototype.addEditVariable=function(t,e){var r=this._editMap.find(t);if(void 0!==r)throw new Error(\"duplicate edit variable: \"+t.name);if(e=_.Strength.clip(e),e===_.Strength.required)throw new Error(\"bad required strength\");var n=new u.Expression(t),i=new c.Constraint(n,c.Operator.Eq,e);this.addConstraint(i);var o=this._cnMap.find(i).second,s={tag:o,constraint:i,constant:0};this._editMap.insert(t,s)},t.prototype.removeEditVariable=function(t,e){void 0===e&&(e=!1);var r=this._editMap.erase(t);if(void 0===r){if(e)return;throw new Error(\"unknown edit variable: \"+t.name)}this.removeConstraint(r.second.constraint,e)},t.prototype.hasEditVariable=function(t){return this._editMap.contains(t)},t.prototype.suggestValue=function(t,e){var r=this._editMap.find(t);if(void 0===r)throw new Error(\"unknown edit variable: \"+t.name);var n=this._rowMap,i=r.second,o=e-i.constant;i.constant=e;var s=i.tag.marker,a=n.find(s);if(void 0!==a)return a.second.add(-o)<0&&this._infeasibleRows.push(s),void this._dualOptimize();var l=i.tag.other;if(a=n.find(l),void 0!==a)return a.second.add(o)<0&&this._infeasibleRows.push(l),void this._dualOptimize();for(var u=0,c=n.size();u<c;++u){var _=n.itemAt(u),h=_.second,p=h.coefficientFor(s);0!==p&&h.add(o*p)<0&&_.first.type()!==f.External&&this._infeasibleRows.push(_.first)}this._dualOptimize()},t.prototype.updateVariables=function(){for(var t=this._varMap,e=this._rowMap,r=0,n=t.size();r<n;++r){var i=t.itemAt(r),o=e.find(i.second),s=0;void 0!==o&&(s=o.second.constant(),s===-0&&(s=0)),i.first.setValue(s)}},t.prototype.getConstraints=function(){var t=[];return p.forEach(this._cnMap,function(e){t.push(e.first)}),t},Object.defineProperty(t.prototype,\"numConstraints\",{get:function(){return this._cnMap.size()},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"numEditVariables\",{get:function(){return this._editMap.size()},enumerable:!0,configurable:!0}),t.prototype._getVarSymbol=function(t){var e=this,r=function(){return e._makeSymbol(f.External)};return this._varMap.setDefault(t,r).second},t.prototype._createRow=function(t){for(var e=t.expression,r=new v(e.constant),i=e.terms,o=0,s=i.size();o<s;++o){var a=i.itemAt(o);if(!n(a.second)){var l=this._getVarSymbol(a.first),u=this._rowMap.find(l);void 0!==u?r.insertRow(u.second,a.second):r.insertSymbol(l,a.second)}}var h=this._objective,p=t.strength,d={marker:m,other:m};switch(t.op){case c.Operator.Le:case c.Operator.Ge:var y=t.op===c.Operator.Le?1:-1,g=this._makeSymbol(f.Slack);if(d.marker=g,r.insertSymbol(g,y),p<_.Strength.required){var b=this._makeSymbol(f.Error);d.other=b,r.insertSymbol(b,-y),h.insertSymbol(b,p)}break;case c.Operator.Eq:if(p<_.Strength.required){var w=this._makeSymbol(f.Error),x=this._makeSymbol(f.Error);d.marker=w,d.other=x,r.insertSymbol(w,-1),r.insertSymbol(x,1),h.insertSymbol(w,p),h.insertSymbol(x,p)}else{var k=this._makeSymbol(f.Dummy);d.marker=k,r.insertSymbol(k)}}return r.constant()<0&&r.reverseSign(),{row:r,tag:d}},t.prototype._chooseSubject=function(t,e){for(var r=t.cells(),n=0,i=r.size();n<i;++n){var o=r.itemAt(n);if(o.first.type()===f.External)return o.first}var s=e.marker.type();return(s===f.Slack||s===f.Error)&&t.coefficientFor(e.marker)<0?e.marker:(s=e.other.type(),(s===f.Slack||s===f.Error)&&t.coefficientFor(e.other)<0?e.other:m)},t.prototype._addWithArtificialVariable=function(t){var e=this._makeSymbol(f.Slack);this._rowMap.insert(e,t.copy()),this._artificial=t.copy(),this._optimize(this._artificial);var r=n(this._artificial.constant());this._artificial=null;var i=this._rowMap.erase(e);if(void 0!==i){var o=i.second;if(o.isConstant())return r;var s=this._anyPivotableSymbol(o);if(s.type()===f.Invalid)return!1;o.solveForEx(e,s),this._substitute(s,o),this._rowMap.insert(s,o)}for(var a=this._rowMap,l=0,u=a.size();l<u;++l)a.itemAt(l).second.removeSymbol(e);return this._objective.removeSymbol(e),r},t.prototype._substitute=function(t,e){for(var r=this._rowMap,n=0,i=r.size();n<i;++n){var o=r.itemAt(n);o.second.substitute(t,e),o.second.constant()<0&&o.first.type()!==f.External&&this._infeasibleRows.push(o.first)}this._objective.substitute(t,e),this._artificial&&this._artificial.substitute(t,e)},t.prototype._optimize=function(t){for(;;){var e=this._getEnteringSymbol(t);if(e.type()===f.Invalid)return;var r=this._getLeavingSymbol(e);if(r.type()===f.Invalid)throw new Error(\"the objective is unbounded\");var n=this._rowMap.erase(r).second;n.solveForEx(r,e),this._substitute(e,n),this._rowMap.insert(e,n)}},t.prototype._dualOptimize=function(){for(var t=this._rowMap,e=this._infeasibleRows;0!==e.length;){var r=e.pop(),n=t.find(r);if(void 0!==n&&n.second.constant()<0){var i=this._getDualEnteringSymbol(n.second);if(i.type()===f.Invalid)throw new Error(\"dual optimize failed\");var o=n.second;t.erase(r),o.solveForEx(r,i),this._substitute(i,o),t.insert(i,o)}}},t.prototype._getEnteringSymbol=function(t){for(var e=t.cells(),r=0,n=e.size();r<n;++r){var i=e.itemAt(r),o=i.first;if(i.second<0&&o.type()!==f.Dummy)return o}return m},t.prototype._getDualEnteringSymbol=function(t){for(var e=Number.MAX_VALUE,r=m,n=t.cells(),i=0,o=n.size();i<o;++i){var s=n.itemAt(i),a=s.first,l=s.second;if(l>0&&a.type()!==f.Dummy){var u=this._objective.coefficientFor(a),c=u/l;c<e&&(e=c,r=a)}}return r},t.prototype._getLeavingSymbol=function(t){for(var e=Number.MAX_VALUE,r=m,n=this._rowMap,i=0,o=n.size();i<o;++i){var s=n.itemAt(i),a=s.first;if(a.type()!==f.External){var l=s.second,u=l.coefficientFor(t);if(u<0){var c=-l.constant()/u;c<e&&(e=c,r=a)}}}return r},t.prototype._getMarkerLeavingSymbol=function(t){for(var e=Number.MAX_VALUE,r=e,n=e,i=m,o=i,s=i,a=i,l=this._rowMap,u=0,c=l.size();u<c;++u){var _=l.itemAt(u),h=_.second,p=h.coefficientFor(t);if(0!==p){var d=_.first;if(d.type()===f.External)a=d;else if(p<0){var y=-h.constant()/p;y<r&&(r=y,o=d)}else{var y=h.constant()/p;y<n&&(n=y,s=d)}}}return o!==i?o:s!==i?s:a},t.prototype._removeConstraintEffects=function(t,e){e.marker.type()===f.Error&&this._removeMarkerEffects(e.marker,t.strength),e.other.type()===f.Error&&this._removeMarkerEffects(e.other,t.strength)},t.prototype._removeMarkerEffects=function(t,e){var r=this._rowMap.find(t);void 0!==r?this._objective.insertRow(r.second,-e):this._objective.insertSymbol(t,-e)},t.prototype._anyPivotableSymbol=function(t){for(var e=t.cells(),r=0,n=e.size();r<n;++r){var i=e.itemAt(r),o=i.first.type();if(o===f.Slack||o===f.Error)return i.first}return m},t.prototype._makeSymbol=function(t){return new y(t,(this._idTick++))},t}();r.Solver=d;var f;!function(t){t[t.Invalid=0]=\"Invalid\",t[t.External=1]=\"External\",t[t.Slack=2]=\"Slack\",t[t.Error=3]=\"Error\",t[t.Dummy=4]=\"Dummy\"}(f||(f={}));var y=function(){function t(t,e){this._id=e,this._type=t}return t.Compare=function(t,e){return t.id()-e.id()},t.prototype.id=function(){return this._id},t.prototype.type=function(){return this._type},t}(),m=new y(f.Invalid,(-1)),v=function(){function t(t){void 0===t&&(t=0),this._cellMap=h.createMap(y.Compare),this._constant=t}return t.prototype.cells=function(){return this._cellMap},t.prototype.constant=function(){return this._constant},t.prototype.isConstant=function(){return this._cellMap.empty()},t.prototype.allDummies=function(){for(var t=this._cellMap,e=0,r=t.size();e<r;++e){var n=t.itemAt(e);if(n.first.type()!==f.Dummy)return!1}return!0},t.prototype.copy=function(){var e=new t(this._constant);return e._cellMap=this._cellMap.copy(),e},t.prototype.add=function(t){return this._constant+=t},t.prototype.insertSymbol=function(t,e){void 0===e&&(e=1);var r=this._cellMap.setDefault(t,function(){return 0});n(r.second+=e)&&this._cellMap.erase(t)},t.prototype.insertRow=function(t,e){void 0===e&&(e=1),this._constant+=t._constant*e;for(var r=t._cellMap,n=0,i=r.size();n<i;++n){var o=r.itemAt(n);this.insertSymbol(o.first,o.second*e)}},t.prototype.removeSymbol=function(t){this._cellMap.erase(t)},t.prototype.reverseSign=function(){this._constant=-this._constant;for(var t=this._cellMap,e=0,r=t.size();e<r;++e){var n=t.itemAt(e);n.second=-n.second}},t.prototype.solveFor=function(t){var e=this._cellMap,r=e.erase(t),n=-1/r.second;this._constant*=n;for(var i=0,o=e.size();i<o;++i)e.itemAt(i).second*=n},t.prototype.solveForEx=function(t,e){this.insertSymbol(t,-1),this.solveFor(e)},t.prototype.coefficientFor=function(t){var e=this._cellMap.find(t);return void 0!==e?e.second:0},t.prototype.substitute=function(t,e){var r=this._cellMap.erase(t);void 0!==r&&this.insertRow(e,r.second)},t}()},function(t,e,r){\"use strict\";/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var n;!function(t){function e(t,e,r,n){void 0===n&&(n=1);var i=0;return i+=1e6*Math.max(0,Math.min(1e3,t*n)),i+=1e3*Math.max(0,Math.min(1e3,e*n)),i+=Math.max(0,Math.min(1e3,r*n))}function r(e){return Math.max(0,Math.min(t.required,e))}t.create=e,t.required=e(1e3,1e3,1e3),t.strong=e(1,0,0),t.medium=e(0,1,0),t.weak=e(0,0,1),t.clip=r}(n=r.Strength||(r.Strength={}))},function(t,e,r){\"use strict\";function n(t,e,r){for(var n,i,o=0,s=t.length;s>0;)n=s>>1,i=o+n,r(t[i],e)<0?(o=i+1,s-=n+1):s=n;return o}function i(t,e,r){var i=n(t,e,r);if(i===t.length)return-1;var o=t[i];return 0!==r(o,e)?-1:i}function o(t,e,r){var i=n(t,e,r);if(i!==t.length){var o=t[i];if(0===r(o,e))return o}}function s(t,e){var r=p.asArray(t),n=r.length;if(n<=1)return r;r.sort(e);for(var i=[r[0]],o=1,s=0;o<n;++o){var a=r[o];0!==e(i[s],a)&&(i.push(a),++s)}return i}function a(t,e,r){for(var n=0,i=0,o=t.length,s=e.length;n<o&&i<s;){var a=r(t[n],e[i]);if(a<0)++n;else{if(!(a>0))return!1;++i}}return!0}function l(t,e,r){var n=t.length,i=e.length;if(n>i)return!1;for(var o=0,s=0;o<n&&s<i;){var a=r(t[o],e[s]);if(a<0)return!1;a>0?++s:(++o,++s)}return!(o<n)}function u(t,e,r){for(var n=0,i=0,o=t.length,s=e.length,a=[];n<o&&i<s;){var l=t[n],u=e[i],c=r(l,u);c<0?(a.push(l),++n):c>0?(a.push(u),++i):(a.push(l),++n,++i)}for(;n<o;)a.push(t[n]),++n;for(;i<s;)a.push(e[i]),++i;return a}function c(t,e,r){for(var n=0,i=0,o=t.length,s=e.length,a=[];n<o&&i<s;){var l=t[n],u=e[i],c=r(l,u);c<0?++n:c>0?++i:(a.push(l),++n,++i)}return a}function _(t,e,r){for(var n=0,i=0,o=t.length,s=e.length,a=[];n<o&&i<s;){var l=t[n],u=e[i],c=r(l,u);c<0?(a.push(l),++n):c>0?++i:(++n,++i)}for(;n<o;)a.push(t[n]),++n;return a}function h(t,e,r){for(var n=0,i=0,o=t.length,s=e.length,a=[];n<o&&i<s;){var l=t[n],u=e[i],c=r(l,u);c<0?(a.push(l),++n):c>0?(a.push(u),++i):(++n,++i)}for(;n<o;)a.push(t[n]),++n;for(;i<s;)a.push(e[i]),++i;return a}/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var p=t(322);r.lowerBound=n,r.binarySearch=i,r.binaryFind=o,r.asSet=s,r.setIsDisjoint=a,r.setIsSubset=l,r.setUnion=u,r.setIntersection=c,r.setDifference=_,r.setSymmetricDifference=h},function(t,e,r){\"use strict\";/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var n=t(322),i=function(){function t(){this._array=[]}return t.prototype.size=function(){return this._array.length},t.prototype.empty=function(){return 0===this._array.length},t.prototype.itemAt=function(t){return this._array[t]},t.prototype.takeAt=function(t){return this._array.splice(t,1)[0]},t.prototype.clear=function(){this._array=[]},t.prototype.swap=function(t){var e=this._array;this._array=t._array,t._array=e},t.prototype.__iter__=function(){return n.iter(this._array)},t.prototype.__reversed__=function(){return n.reversed(this._array)},t}();r.ArrayBase=i},function(t,e,r){\"use strict\";function n(t){return function(e,r){return t(e.first,r)}}function i(t,e,r){for(var n=0,i=0,o=t.length,s=e.length,a=[];n<o&&i<s;){var l=t[n],u=e[i],c=r(l.first,u.first);c<0?(a.push(l.copy()),++n):c>0?(a.push(u.copy()),++i):(a.push(u.copy()),++n,++i)}for(;n<o;)a.push(t[n].copy()),++n;for(;i<s;)a.push(e[i].copy()),++i;return a}/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      var o=this&&this.__extends||function(){var t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var r in e)e.hasOwnProperty(r)&&(t[r]=e[r])};return function(e,r){function n(){this.constructor=e}t(e,r),e.prototype=null===r?Object.create(r):(n.prototype=r.prototype,new n)}}();Object.defineProperty(r,\"__esModule\",{value:!0});var s=t(323),a=t(319),l=t(318),u=t(322),c=function(t){function e(e){var r=t.call(this)||this;return r._compare=e,r._wrapped=n(e),r}return o(e,t),e.prototype.comparitor=function(){return this._compare},e.prototype.indexOf=function(t){return l.binarySearch(this._array,t,this._wrapped)},e.prototype.contains=function(t){return l.binarySearch(this._array,t,this._wrapped)>=0},e.prototype.find=function(t){return l.binaryFind(this._array,t,this._wrapped)},e.prototype.setDefault=function(t,e){var r=this._array,n=l.lowerBound(r,t,this._wrapped);if(n===r.length){var i=new s.Pair(t,e());return r.push(i),i}var o=r[n];if(0!==this._compare(o.first,t)){var i=new s.Pair(t,e());return r.splice(n,0,i),i}return o},e.prototype.insert=function(t,e){var r=this._array,n=l.lowerBound(r,t,this._wrapped);if(n===r.length){var i=new s.Pair(t,e);return r.push(i),i}var o=r[n];if(0!==this._compare(o.first,t)){var i=new s.Pair(t,e);return r.splice(n,0,i),i}return o.second=e,o},e.prototype.update=function(t){var r=this;t instanceof e?this._array=i(this._array,t._array,this._compare):u.forEach(t,function(t){r.insert(t.first,t.second)})},e.prototype.erase=function(t){var e=this._array,r=l.binarySearch(e,t,this._wrapped);if(!(r<0))return e.splice(r,1)[0]},e.prototype.copy=function(){for(var t=new e(this._compare),r=t._array,n=this._array,i=0,o=n.length;i<o;++i)r.push(n[i].copy());return t},e}(a.ArrayBase);r.AssociativeArray=c},function(t,e,r){\"use strict\";function n(t){for(var e in t)r.hasOwnProperty(e)||(r[e]=t[e])}Object.defineProperty(r,\"__esModule\",{value:!0}),n(t(318)),n(t(319)),n(t(320)),n(t(322)),n(t(323))},function(t,e,r){\"use strict\";function n(t){return t instanceof Array?new c(t):t.__iter__()}function i(t){return t instanceof Array?new _(t):t.__reversed__()}function o(t){return t.__next__()}function s(t){if(t instanceof Array)return t.slice();for(var e,r=[],n=t.__iter__();void 0!==(e=n.__next__());)r.push(e);return r}function a(t,e){if(t instanceof Array){for(var r=0,n=t.length;r<n;++r)if(e(t[r])===!1)return}else for(var i,o=t.__iter__();void 0!==(i=o.__next__());)if(e(i)===!1)return}function l(t,e){var r=[];if(t instanceof Array)for(var n=0,i=t.length;n<i;++n)r.push(e(t[n]));else for(var o,s=t.__iter__();void 0!==(o=s.__next__());)r.push(e(o));return r}function u(t,e){var r,n=[];if(t instanceof Array)for(var i=0,o=t.length;i<o;++i)r=t[i],e(r)&&n.push(r);else for(var s=t.__iter__();void 0!==(r=s.__next__());)e(r)&&n.push(r);return n}/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var c=function(){function t(t,e){\"undefined\"==typeof e&&(e=0),this._array=t,this._index=Math.max(0,Math.min(e,t.length))}return t.prototype.__next__=function(){return this._array[this._index++]},t.prototype.__iter__=function(){return this},t}();r.ArrayIterator=c;var _=function(){function t(t,e){\"undefined\"==typeof e&&(e=t.length),this._array=t,this._index=Math.max(0,Math.min(e,t.length))}return t.prototype.__next__=function(){return this._array[--this._index]},t.prototype.__iter__=function(){return this},t}();r.ReverseArrayIterator=_,r.iter=n,r.reversed=i,r.next=o,r.asArray=s,r.forEach=a,r.map=l,r.filter=u},function(t,e,r){\"use strict\";/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(){function t(t,e){this.first=t,this.second=e}return t.prototype.copy=function(){return new t(this.first,this.second)},t}();r.Pair=n},function(t,e,r){\"use strict\";/*-----------------------------------------------------------------------------\n",
       "      | Copyright (c) 2014, Nucleic Development Team.\n",
       "      |\n",
       "      | Distributed under the terms of the Modified BSD License.\n",
       "      |\n",
       "      | The full license is in the file COPYING.txt, distributed with this software.\n",
       "      |----------------------------------------------------------------------------*/\n",
       "      Object.defineProperty(r,\"__esModule\",{value:!0});var n=function(){function t(t){void 0===t&&(t=\"\"),this._value=0,this._context=null,this._id=i++,this._name=t}return t.Compare=function(t,e){return t.id-e.id},t.prototype.toString=function(){return this._name},Object.defineProperty(t.prototype,\"id\",{get:function(){return this._id},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"name\",{get:function(){return this._name},enumerable:!0,configurable:!0}),t.prototype.setName=function(t){this._name=t},Object.defineProperty(t.prototype,\"context\",{get:function(){return this._context},enumerable:!0,configurable:!0}),t.prototype.setContext=function(t){this._context=t},Object.defineProperty(t.prototype,\"value\",{get:function(){return this._value},enumerable:!0,configurable:!0}),t.prototype.setValue=function(t){this._value=t},t}();r.Variable=n;var i=0},function(t,e,r){function n(t){this._value=t}function i(t){var e,r=\"\";for(e=0;e<t;e++)r+=\"0\";return 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       "       * 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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66\"},r.WGS7={a:6378135,rf:298.26,ellipseName:\"WGS 72\"},r.WGS84={a:6378137,rf:298.257223563,ellipseName:\"WGS 84\"},r.sphere={a:6370997,b:6370997,ellipseName:\"Normal Sphere (r=6370997)\"}},function(t,e,r){r.greenwich=0,r.lisbon=-9.131906111111,r.paris=2.337229166667,r.bogota=-74.080916666667,r.madrid=-3.687938888889,r.rome=12.452333333333,r.bern=7.439583333333,r.jakarta=106.807719444444,r.ferro=-17.666666666667,r.brussels=4.367975,r.stockholm=18.058277777778,r.athens=23.7163375,r.oslo=10.722916666667},function(t,e,r){r.ft={to_meter:.3048},r[\"us-ft\"]={to_meter:1200/3937}},function(t,e,r){function n(t,e,r){var n;return Array.isArray(r)?(n=a(t,e,r),3===r.length?[n.x,n.y,n.z]:[n.x,n.y]):a(t,e,r)}function i(t){return t instanceof s?t:t.oProj?t.oProj:s(t)}function o(t,e,r){t=i(t);var o,s=!1;return\"undefined\"==typeof e?(e=t,t=l,s=!0):(\"undefined\"!=typeof e.x||Array.isArray(e))&&(r=e,e=t,t=l,s=!0),e=i(e),r?n(t,e,r):(o={forward:function(r){return n(t,e,r)},inverse:function(r){return 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n=.16666666666666666,i=.04722222222222222,o=.022156084656084655,s=1e-10,a=t(335);r.eccentricity=function(t,e,r,s){var a=t*t,l=e*e,u=(a-l)/a,c=0;s?(t*=1-u*(n+u*(i+u*o)),a=t*t,u=0):c=Math.sqrt(u);var _=(a-l)/l;return{es:u,e:c,ep2:_}},r.sphere=function(t,e,r,n,i){if(!t){var o=a[n];o||(o=a.WGS84),t=o.a,e=o.b,r=o.rf}return r&&!e&&(e=(1-1/r)*t),(0===r||Math.abs(t-e)<s)&&(i=!0,e=t),{a:t,b:e,rf:r,sphere:i}}},function(t,e,r){e.exports=function(t,e){t=t||{};var r,n;if(!e)return t;for(n in e)r=e[n],void 0!==r&&(t[n]=r);return t}},function(t,e,r){e.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 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       "      Copyright (c) 2012, Anaconda, Inc.\n",
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       "      Redistribution and use in source and binary forms, with or without modification,\n",
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       "      \n",
       "      Redistributions of source code must retain the above copyright notice,\n",
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       "    function(Bokeh) {\n",
       "      /* BEGIN bokeh-widgets.min.js */\n",
       "      !function(t,e){e(t.Bokeh)}(this,function(t){var e;return function(e,n,r){if(null!=t)return t.register_plugin(e,n,r);throw new Error(\"Cannot find Bokeh. You have to load it prior to loading plugins.\")}({365:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=[].slice,s=t(13),a=t(4),u=t(3),l=t(405);n.AbstractButtonView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.icon_views={},this.render()},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.change,function(){return this.render()})},e.prototype.remove=function(){return u.remove_views(this.icon_views),e.__super__.remove.call(this)},e.prototype._render_button=function(){var t;return t=1<=arguments.length?o.call(arguments,0):[],a.button.apply(null,[{type:\"button\",disabled:this.model.disabled,\"class\":[\"bk-bs-btn\",\"bk-bs-btn-\"+this.model.button_type]}].concat(o.call(t)))},e.prototype.render=function(){var t;return e.__super__.render.call(this),a.empty(this.el),this.buttonEl=this._render_button(this.model.label),this.buttonEl.addEventListener(\"click\",function(t){return function(e){return t._button_click(e)}}(this)),this.el.appendChild(this.buttonEl),t=this.model.icon,null!=t&&(u.build_views(this.icon_views,[t],{parent:this}),a.prepend(this.buttonEl,this.icon_views[t.id].el,a.nbsp)),this},e.prototype._button_click=function(t){return t.preventDefault(),this.change_input()},e.prototype.change_input=function(){var t;return null!=(t=this.model.callback)?t.execute(this.model):void 0},e}(l.WidgetView),n.AbstractButton=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.type=\"AbstractButton\",e.prototype.default_view=n.AbstractButtonView,e.define({callback:[s.Instance],label:[s.String,\"Button\"],icon:[s.Instance],button_type:[s.String,\"default\"]}),e}(l.Widget)},366:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(405);n.AbstractIcon=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.type=\"AbstractIcon\",e}(o.Widget)},367:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(396),s=t(13),a=t(4),u=t(12),l=t(22),c=t(405);n.AbstractSliderView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.render()},e.prototype.connect_signals=function(){return this.connect(this.model.change,function(t){return function(){return t.render()}}(this))},e.prototype._calc_to=function(){},e.prototype._calc_from=function(t){},e.prototype.render=function(){var t,n,r,i,s,u,c,p,d,h,f,_,m;if(null==this.sliderEl&&e.__super__.render.call(this),null!=this.model.callback)switch(t=function(t){return function(){return t.model.callback.execute(t.model)}}(this),this.model.callback_policy){case\"continuous\":this.callback_wrapper=t;break;case\"throttle\":this.callback_wrapper=l.throttle(t,this.model.callback_throttle)}return s=\"bk-noUi-\",c=this._calc_to(),p=c.start,n=c.end,m=c.value,d=c.step,this.model.tooltips?(r={to:function(t){return function(e){return t.model.pretty(e)}}(this)},f=function(){var t,e,n;for(n=[],i=t=0,e=m.length;0<=e?t<e:t>e;i=0<=e?++t:--t)n.push(r);return n}()):f=!1,this.el.classList.add(\"bk-slider\"),null==this.sliderEl?(this.sliderEl=a.div(),this.el.appendChild(this.sliderEl),o.create(this.sliderEl,{cssPrefix:s,range:{min:p,max:n},start:m,step:d,behaviour:this.model.behaviour,connect:this.model.connected,tooltips:f,orientation:this.model.orientation,direction:this.model.direction}),this.sliderEl.noUiSlider.on(\"slide\",function(t){return function(e,n,r){return t._slide(r)}}(this)),this.sliderEl.noUiSlider.on(\"change\",function(t){return function(e,n,r){return t._change(r)}}(this)),h=function(t){return function(e,n){var r,i;return r=t.sliderEl.querySelectorAll(\".\"+s+\"handle\")[e],i=r.querySelector(\".\"+s+\"tooltip\"),i.style.display=n?\"block\":\"\"}}(this),this.sliderEl.noUiSlider.on(\"start\",function(t){return function(t,e){return h(e,!0)}}(this)),this.sliderEl.noUiSlider.on(\"end\",function(t){return function(t,e){return h(e,!1)}}(this))):this.sliderEl.noUiSlider.updateOptions({range:{min:p,max:n},start:m,step:d}),null!=this.titleEl&&this.el.removeChild(this.titleEl),null!=this.valueEl&&this.el.removeChild(this.valueEl),null!=this.model.title&&(0!==this.model.title.length&&(this.titleEl=a.label({},this.model.title+\":\"),this.el.insertBefore(this.titleEl,this.sliderEl)),this.model.show_value&&(u=function(){var t,e,n;for(n=[],t=0,e=m.length;t<e;t++)_=m[t],n.push(this.model.pretty(_));return n}.call(this).join(\" .. \"),this.valueEl=a.div({\"class\":\"bk-slider-value\"},u),this.el.insertBefore(this.valueEl,this.sliderEl))),this.model.disabled||(this.sliderEl.querySelector(\".\"+s+\"connect\").style.backgroundColor=this.model.bar_color),this.model.disabled?this.sliderEl.setAttribute(\"disabled\",!0):this.sliderEl.removeAttribute(\"disabled\"),this},e.prototype._slide=function(t){var e,n,r;return r=this._calc_from(t),e=function(){var e,r,i;for(i=[],e=0,r=t.length;e<r;e++)n=t[e],i.push(this.model.pretty(n));return i}.call(this).join(\" .. \"),u.logger.debug(\"[slider slide] value = \"+e),null!=this.valueEl&&(this.valueEl.textContent=e),this.model.value=r,\"function\"==typeof this.callback_wrapper?this.callback_wrapper():void 0},e.prototype._change=function(t){var e,n,r,i;switch(i=this._calc_from(t),e=function(){var e,n,i;for(i=[],e=0,n=t.length;e<n;e++)r=t[e],i.push(this.model.pretty(r));return i}.call(this).join(\" .. \"),u.logger.debug(\"[slider change] value = \"+e),null!=this.valueEl&&(this.valueEl.value=e),this.model.value=i,this.model.callback_policy){case\"mouseup\":case\"throttle\":return null!=(n=this.model.callback)?n.execute(this.model):void 0}},e}(c.WidgetView),n.AbstractSlider=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.type=\"AbstractSlider\",e.prototype.default_view=n.AbstractSliderView,e.define({title:[s.String,\"\"],show_value:[s.Bool,!0],start:[s.Any],end:[s.Any],value:[s.Any],step:[s.Number,1],format:[s.String],orientation:[s.Orientation,\"horizontal\"],direction:[s.Any,\"ltr\"],tooltips:[s.Boolean,!0],callback:[s.Instance],callback_throttle:[s.Number,200],callback_policy:[s.String,\"throttle\"],bar_color:[s.Color,\"#e6e6e6\"]}),e.prototype.behaviour=null,e.prototype.connected=!1,e.prototype._formatter=function(t,e){return\"\"+t},e.prototype.pretty=function(t){return this._formatter(t,this.format)},e}(c.Widget)},368:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(393),s=t(372),a=t(4),u=t(13);n.AutocompleteInputView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),s.clear_menus.connect(function(t){return function(){return t._clear_menu()}}(this))},e.prototype.render=function(){return e.__super__.render.call(this),this.inputEl.classList.add(\"bk-autocomplete-input\"),this.inputEl.addEventListener(\"keydown\",function(t){return function(e){return t._keydown(e)}}(this)),this.inputEl.addEventListener(\"keyup\",function(t){return function(e){return t._keyup(e)}}(this)),this.menuEl=a.ul({\"class\":\"bk-bs-dropdown-menu\"}),this.menuEl.addEventListener(\"click\",function(t){return function(e){return t._item_click(e)}}(this)),this.el.appendChild(this.menuEl),this},e.prototype._render_items=function(t){var e,n,r,i,o;for(a.empty(this.menuEl),i=[],e=0,r=t.length;e<r;e++)o=t[e],n=a.li({},a.a({data:{text:o}},o)),i.push(this.menuEl.appendChild(n));return i},e.prototype._open_menu=function(){return this.el.classList.add(\"bk-bs-open\")},e.prototype._clear_menu=function(){return this.el.classList.remove(\"bk-bs-open\")},e.prototype._item_click=function(t){var e,n;if(t.preventDefault(),t.target!==t.currentTarget)return e=t.target,n=e.dataset.text,this.model.value=n},e.prototype._keydown=function(t){},e.prototype._keyup=function(t){var e,n,r,i,o,s;switch(t.keyCode){case a.Keys.Enter:return console.log(\"enter\");case a.Keys.Esc:return this._clear_menu();case a.Keys.Up:case a.Keys.Down:return console.log(\"up/down\");default:if(s=this.inputEl.value,s.length<=1)return void this._clear_menu();for(e=[],i=this.model.completions,n=0,r=i.length;n<r;n++)o=i[n],o.indexOf(s)!==-1&&e.push(o);return 0===e.length?this._clear_menu():(this._render_items(e),this._open_menu())}},e}(o.TextInputView),n.AutocompleteInput=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.type=\"AutocompleteInput\",e.prototype.default_view=n.AutocompleteInputView,e.define({completions:[u.Array,[]]}),e.internal({active:[u.Boolean,!0]}),e}(o.TextInput)},369:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(13),s=t(2),a=t(365);n.ButtonView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.change_input=function(){return this.model.trigger_event(new s.ButtonClick({})),this.model.clicks=this.model.clicks+1,e.__super__.change_input.call(this)},e}(a.AbstractButtonView),n.Button=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.type=\"Button\",e.prototype.default_view=n.ButtonView,e.define({clicks:[o.Number,0]}),e}(a.AbstractButton),s.register_with_event(s.ButtonClick,n.Button)},370:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=[].indexOf||function(t){for(var e=0,n=this.length;e<n;e++)if(e in this&&this[e]===t)return e;return-1},s=t(4),a=t(13),u=t(405);n.CheckboxButtonGroupView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.render()},e.prototype.connect_signals=function(){return e.__super__.connect_signals.call(this),this.connect(this.model.change,function(){return this.render()})},e.prototype.render=function(){var t,n,r,i,a,u,l,c,p;for(e.__super__.render.call(this),s.empty(this.el),n=s.div({\"class\":\"bk-bs-btn-group\"}),this.el.appendChild(n),t=this.model.active,c=this.model.labels,r=a=0,l=c.length;a<l;r=++a)p=c[r],i=s.input({type:\"checkbox\",value:\"\"+r,checked:o.call(t,r)>=0}),i.addEventListener(\"change\",function(t){return function(){return t.change_input()}}(this)),u=s.label({\"class\":[\"bk-bs-btn\",\"bk-bs-btn-\"+this.model.button_type]},i,p),o.call(t,r)>=0&&u.classList.add(\"bk-bs-active\"),n.appendChild(u);return this},e.prototype.change_input=function(){var t,e,n,r;return t=function(){var t,r,i,o;for(i=this.el.querySelectorAll(\"input\"),o=[],n=t=0,r=i.length;t<r;n=++t)e=i[n],e.checked&&o.push(n);return o}.call(this),this.model.active=t,null!=(r=this.model.callback)?r.execute(this.model):void 0},e}(u.WidgetView),n.CheckboxButtonGroup=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.type=\"CheckboxButtonGroup\",e.prototype.default_view=n.CheckboxButtonGroupView,e.define({active:[a.Array,[]],labels:[a.Array,[]],button_type:[a.String,\"default\"],callback:[a.Instance]}),e}(u.Widget)},371:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=[].indexOf||function(t){for(var e=0,n=this.length;e<n;e++)if(e in this&&this[e]===t)return e;return-1},s=t(4),a=t(13),u=t(405);n.CheckboxGroupView=function(t){function 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n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},o={}.hasOwnProperty,s=t(379),a=t(4),u=t(13),l=t(397);l.prototype.adjustPosition=function(){var t,e,n,r,i,o,s,a,u;if(!this._o.container)return this.el.style.position=\"absolute\",e=this._o.trigger,u=this.el.offsetWidth,n=this.el.offsetHeight,a=window.innerWidth||document.documentElement.clientWidth,s=window.innerHeight||document.documentElement.clientHeight,i=window.pageYOffset||document.body.scrollTop||document.documentElement.scrollTop,t=e.getBoundingClientRect(),r=t.left+window.pageXOffset,o=t.bottom+window.pageYOffset,r-=this.el.parentElement.offsetLeft,o-=this.el.parentElement.offsetTop,(this._o.reposition&&r+u>a||this._o.position.indexOf(\"right\")>-1&&r-u+e.offsetWidth>0)&&(r=r-u+e.offsetWidth),(this._o.reposition&&o+n>s+i||this._o.position.indexOf(\"top\")>-1&&o-n-e.offsetHeight>0)&&(o=o-n-e.offsetHeight),this.el.style.left=r+\"px\",this.el.style.top=o+\"px\"},n.DatePickerView=function(t){function e(){return this._on_select=r(this._on_select,this),e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.className=\"bk-widget-form-group\",e.prototype.render=function(){return e.__super__.render.call(this),null!=this._picker&&this._picker.destroy(),a.empty(this.el),this.labelEl=a.label({},this.model.title),this.el.appendChild(this.labelEl),this.inputEl=a.input({type:\"text\",\"class\":\"bk-widget-form-input\",disabled:this.model.disabled}),this.el.appendChild(this.inputEl),this._picker=new l({field:this.inputEl,defaultDate:new Date(this.model.value),setDefaultDate:!0,minDate:null!=this.model.min_date?new Date(this.model.min_date):null,maxDate:null!=this.model.max_date?new Date(this.model.max_date):null,onSelect:this._on_select}),this._root_element.appendChild(this._picker.el),this},e.prototype._on_select=function(t){return this.model.value=t.toString(),this.change_input()},e}(s.InputWidgetView),n.DatePicker=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return i(e,t),e.prototype.type=\"DatePicker\",e.prototype.default_view=n.DatePickerView,e.define({value:[u.Any,Date.now()],min_date:[u.Any],max_date:[u.Any]}),e}(s.InputWidget)},374:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(356),s=t(367);n.DateRangeSliderView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(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}(s.AbstractSliderView),n.DateRangeSlider=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(e,t),e.prototype.type=\"DateRangeSlider\",e.prototype.default_view=n.DateRangeSliderView,e.prototype.behaviour=\"drag\",e.prototype.connected=[!1,!0,!1],e.prototype._formatter=o,e.override({format:\"%d %b %G\"}),e}(s.AbstractSlider)},375:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var r=function(t,e){function n(){this.constructor=t}for(var r in e)i.call(e,r)&&(t[r]=e[r]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},i={}.hasOwnProperty,o=t(356),s=t(367);n.DateSliderView=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return r(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;return e=t[0]},e}(s.AbstractSliderView),n.DateSlider=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return 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Date(Date.parse(l.field.value)),d(r)&&a.setDate(r),a._v||a.show())},a._onInputFocus=function(){a.show()},a._onInputClick=function(){a.show()},a._onInputBlur=function(){var t=r.activeElement;do if(u(t,\"pika-single\"))return;while(t=t.parentNode);a._c||(a._b=i(function(){a.hide()},50)),a._c=!1},a._onClick=function(t){t=t||window.event;var e=t.target||t.srcElement,r=e;if(e){!n&&u(e,\"pika-select\")&&(e.onchange||(e.setAttribute(\"onchange\",\"return;\"),o(e,\"change\",a._onChange)));do if(u(r,\"pika-single\")||r===l.trigger)return;while(r=r.parentNode);a._v&&e!==l.trigger&&r!==l.trigger&&a.hide()}},a.el=r.createElement(\"div\"),a.el.className=\"pika-single\"+(l.isRTL?\" is-rtl\":\"\")+(l.theme?\" \"+l.theme:\"\"),o(a.el,\"mousedown\",a._onMouseDown,!0),o(a.el,\"touchend\",a._onMouseDown,!0),o(a.el,\"change\",a._onChange),o(r,\"keydown\",a._onKeyChange),l.field&&(l.container?l.container.appendChild(a.el):l.bound?r.body.appendChild(a.el):l.field.parentNode.insertBefore(a.el,l.field.nextSibling),o(l.field,\"change\",a._onInputChange),l.defaultDate||(e&&l.field.value?l.defaultDate=t(l.field.value,l.format).toDate():l.defaultDate=new Date(Date.parse(l.field.value)),l.setDefaultDate=!0));var c=l.defaultDate;d(c)?l.setDefaultDate?a.setDate(c,!0):a.gotoDate(c):a.gotoDate(new Date),l.bound?(this.hide(),a.el.className+=\" is-bound\",o(l.trigger,\"click\",a._onInputClick),o(l.trigger,\"focus\",a._onInputFocus),o(l.trigger,\"blur\",a._onInputBlur)):this.show()};return O.prototype={config:function(t){this._o||(this._o=g({},w,!0));var e=g(this._o,t,!0);e.isRTL=!!e.isRTL,e.field=e.field&&e.field.nodeName?e.field:null,e.theme=\"string\"==typeof e.theme&&e.theme?e.theme:null,e.bound=!!(void 0!==e.bound?e.field&&e.bound:e.field),e.trigger=e.trigger&&e.trigger.nodeName?e.trigger:e.field,e.disableWeekends=!!e.disableWeekends,e.disableDayFn=\"function\"==typeof e.disableDayFn?e.disableDayFn:null;var n=parseInt(e.numberOfMonths,10)||1;if(e.numberOfMonths=n>4?4:n,d(e.minDate)||(e.minDate=!1),d(e.maxDate)||(e.maxDate=!1),e.minDate&&e.maxDate&&e.maxDate<e.minDate&&(e.maxDate=e.minDate=!1),e.minDate&&this.setMinDate(e.minDate),e.maxDate&&this.setMaxDate(e.maxDate),p(e.yearRange)){var r=(new Date).getFullYear()-10;e.yearRange[0]=parseInt(e.yearRange[0],10)||r,e.yearRange[1]=parseInt(e.yearRange[1],10)||r}else e.yearRange=Math.abs(parseInt(e.yearRange,10))||w.yearRange,e.yearRange>100&&(e.yearRange=100);return e},toString:function(n){return n=n||this._o.format,d(this._d)?this._o.toString?this._o.toString(this._d,n):e?t(this._d).format(n):this._d.toDateString():\"\"},getMoment:function(){return e?t(this._d):null},setMoment:function(n,r){e&&t.isMoment(n)&&this.setDate(n.toDate(),r)},getDate:function(){return d(this._d)?new Date(this._d.getTime()):null},setDate:function(t,e){if(!t)return this._d=null,this._o.field&&(this._o.field.value=\"\",v(this._o.field,\"change\",{firedBy:this})),this.draw();if(\"string\"==typeof t&&(t=new Date(Date.parse(t))),d(t)){var n=this._o.minDate,r=this._o.maxDate;d(n)&&t<n?t=n:d(r)&&t>r&&(t=r),this._d=new Date(t.getTime()),m(this._d),this.gotoDate(this._d),this._o.field&&(this._o.field.value=this.toString(),v(this._o.field,\"change\",{firedBy:this})),e||\"function\"!=typeof this._o.onSelect||this._o.onSelect.call(this,this.getDate())}},gotoDate:function(t){var e=!0;if(d(t)){if(this.calendars){var n=new Date(this.calendars[0].year,this.calendars[0].month,1),r=new Date(this.calendars[this.calendars.length-1].year,this.calendars[this.calendars.length-1].month,1),i=t.getTime();r.setMonth(r.getMonth()+1),r.setDate(r.getDate()-1),e=i<n.getTime()||r.getTime()<i}e&&(this.calendars=[{month:t.getMonth(),year:t.getFullYear()}],\"right\"===this._o.mainCalendar&&(this.calendars[0].month+=1-this._o.numberOfMonths)),this.adjustCalendars()}},adjustDate:function(t,e){var n,r=this.getDate()||new Date,i=24*parseInt(e)*60*60*1e3;\"add\"===t?n=new Date(r.valueOf()+i):\"subtract\"===t&&(n=new Date(r.valueOf()-i)),this.setDate(n)},adjustCalendars:function(){this.calendars[0]=b(this.calendars[0]);for(var t=1;t<this._o.numberOfMonths;t++)this.calendars[t]=b({month:this.calendars[0].month+t,year:this.calendars[0].year});this.draw()},gotoToday:function(){this.gotoDate(new Date)},gotoMonth:function(t){isNaN(t)||(this.calendars[0].month=parseInt(t,10),this.adjustCalendars())},nextMonth:function(){this.calendars[0].month++,this.adjustCalendars()},prevMonth:function(){this.calendars[0].month--,this.adjustCalendars()},gotoYear:function(t){isNaN(t)||(this.calendars[0].year=parseInt(t,10),this.adjustCalendars())},setMinDate:function(t){t instanceof Date?(m(t),this._o.minDate=t,this._o.minYear=t.getFullYear(),this._o.minMonth=t.getMonth()):(this._o.minDate=w.minDate,this._o.minYear=w.minYear,this._o.minMonth=w.minMonth,this._o.startRange=w.startRange),this.draw()},setMaxDate:function(t){t instanceof Date?(m(t),this._o.maxDate=t,this._o.maxYear=t.getFullYear(),this._o.maxMonth=t.getMonth()):(this._o.maxDate=w.maxDate,this._o.maxYear=w.maxYear,this._o.maxMonth=w.maxMonth,this._o.endRange=w.endRange),this.draw()},setStartRange:function(t){this._o.startRange=t},setEndRange:function(t){this._o.endRange=t},draw:function(t){if(this._v||t){var e,n=this._o,r=n.minYear,o=n.maxYear,s=n.minMonth,a=n.maxMonth,u=\"\";this._y<=r&&(this._y=r,!isNaN(s)&&this._m<s&&(this._m=s)),this._y>=o&&(this._y=o,!isNaN(a)&&this._m>a&&(this._m=a)),e=\"pika-title-\"+Math.random().toString(36).replace(/[^a-z]+/g,\"\").substr(0,2);for(var l=0;l<n.numberOfMonths;l++)u+='<div class=\"pika-lendar\">'+C(this,l,this.calendars[l].year,this.calendars[l].month,this.calendars[0].year,e)+this.render(this.calendars[l].year,this.calendars[l].month,e)+\"</div>\";this.el.innerHTML=u,n.bound&&\"hidden\"!==n.field.type&&i(function(){n.trigger.focus()},1),\"function\"==typeof this._o.onDraw&&this._o.onDraw(this),n.bound&&n.field.setAttribute(\"aria-label\",\"Use the arrow keys to pick a date\")}},adjustPosition:function(){var t,e,n,i,o,s,a,u,l,c;if(!this._o.container){if(this.el.style.position=\"absolute\",t=this._o.trigger,e=t,n=this.el.offsetWidth,i=this.el.offsetHeight,o=window.innerWidth||r.documentElement.clientWidth,s=window.innerHeight||r.documentElement.clientHeight,a=window.pageYOffset||r.body.scrollTop||r.documentElement.scrollTop,\"function\"==typeof t.getBoundingClientRect)c=t.getBoundingClientRect(),u=c.left+window.pageXOffset,l=c.bottom+window.pageYOffset;else for(u=e.offsetLeft,l=e.offsetTop+e.offsetHeight;e=e.offsetParent;)u+=e.offsetLeft,l+=e.offsetTop;(this._o.reposition&&u+n>o||this._o.position.indexOf(\"right\")>-1&&u-n+t.offsetWidth>0)&&(u=u-n+t.offsetWidth),(this._o.reposition&&l+i>s+a||this._o.position.indexOf(\"top\")>-1&&l-i-t.offsetHeight>0)&&(l=l-i-t.offsetHeight),this.el.style.left=u+\"px\",this.el.style.top=l+\"px\"}},render:function(t,e,n){var r=this._o,i=new Date,o=_(t,e),s=new Date(t,e,1).getDay(),a=[],u=[];m(i),r.firstDay>0&&(s-=r.firstDay,s<0&&(s+=7));for(var l=0===e?11:e-1,c=11===e?0:e+1,p=0===e?t-1:t,f=11===e?t+1:t,g=_(p,l),v=o+s,b=v;b>7;)b-=7;v+=7-b;for(var w=!1,k=0,D=0;k<v;k++){var M=new Date(t,e,1+(k-s)),C=!!d(this._d)&&y(M,this._d),O=y(M,i),A=r.events.indexOf(M.toDateString())!==-1,V=k<s||k>=o+s,N=1+(k-s),I=e,R=t,j=r.startRange&&y(r.startRange,M),T=r.endRange&&y(r.endRange,M),L=r.startRange&&r.endRange&&r.startRange<M&&M<r.endRange,W=r.minDate&&M<r.minDate||r.maxDate&&M>r.maxDate||r.disableWeekends&&h(M)||r.disableDayFn&&r.disableDayFn(M);V&&(k<s?(N=g+N,I=l,R=p):(N-=o,I=c,R=f));var B={day:N,month:I,year:R,hasEvent:A,isSelected:C,isToday:O,isDisabled:W,isEmpty:V,isStartRange:j,isEndRange:T,isInRange:L,showDaysInNextAndPreviousMonths:r.showDaysInNextAndPreviousMonths,enableSelectionDaysInNextAndPreviousMonths:r.enableSelectionDaysInNextAndPreviousMonths};r.pickWholeWeek&&C&&(w=!0),u.push(x(B)),7===++D&&(r.showWeekNumber&&u.unshift(S(k-s,e,t)),a.push(E(u,r.isRTL,r.pickWholeWeek,w)),u=[],D=0,w=!1)}return P(r,a,n)},isVisible:function(){return this._v},show:function(){this.isVisible()||(this._v=!0,this.draw(),c(this.el,\"is-hidden\"),this._o.bound&&(o(r,\"click\",this._onClick),this.adjustPosition()),\"function\"==typeof this._o.onOpen&&this._o.onOpen.call(this))},hide:function(){var t=this._v;t!==!1&&(this._o.bound&&s(r,\"click\",this._onClick),this.el.style.position=\"static\",this.el.style.left=\"auto\",this.el.style.top=\"auto\",l(this.el,\"is-hidden\"),this._v=!1,void 0!==t&&\"function\"==typeof this._o.onClose&&this._o.onClose.call(this))},destroy:function(){this.hide(),s(this.el,\"mousedown\",this._onMouseDown,!0),s(this.el,\"touchend\",this._onMouseDown,!0),s(this.el,\"change\",this._onChange),s(r,\"keydown\",this._onKeyChange),this._o.field&&(s(this._o.field,\"change\",this._onInputChange),this._o.bound&&(s(this._o.trigger,\"click\",this._onInputClick),s(this._o.trigger,\"focus\",this._onInputFocus),s(this._o.trigger,\"blur\",this._onInputBlur))),this.el.parentNode&&this.el.parentNode.removeChild(this.el)}},O})}},{\"models/widgets/abstract_button\":365,\"models/widgets/abstract_icon\":366,\"models/widgets/abstract_slider\":367,\"models/widgets/autocomplete_input\":368,\"models/widgets/button\":369,\"models/widgets/checkbox_button_group\":370,\"models/widgets/checkbox_group\":371,\"models/widgets/common\":372,\"models/widgets/date_picker\":373,\"models/widgets/date_range_slider\":374,\"models/widgets/date_slider\":375,\"models/widgets/div\":376,\"models/widgets/dropdown\":377,\"models/widgets/index\":378,\"models/widgets/input_widget\":379,\"models/widgets/main\":380,\"models/widgets/markup\":381,\"models/widgets/multiselect\":382,\"models/widgets/panel\":383,\"models/widgets/paragraph\":384,\"models/widgets/password_input\":385,\"models/widgets/pretext\":386,\"models/widgets/radio_button_group\":387,\"models/widgets/radio_group\":388,\"models/widgets/range_slider\":389,\"models/widgets/selectbox\":390,\"models/widgets/slider\":391,\"models/widgets/tabs\":392,\"models/widgets/text_input\":393,\"models/widgets/toggle\":394,\"models/widgets/widget\":405},380)});/*!\n",
       "      Copyright (c) 2012, Anaconda, Inc.\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",
       "      \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",
       "      !function(e,t){t(e.Bokeh)}(this,function(Bokeh){var define;return function(e,t,n){if(null!=Bokeh)return Bokeh.register_plugin(e,t,n);throw new Error(\"Cannot find Bokeh. You have to load it prior to loading plugins.\")}({398:function(e,t,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var o=function(e,t){function n(){this.constructor=e}for(var o in t)r.call(t,o)&&(e[o]=t[o]);return n.prototype=t.prototype,e.prototype=new n,e.__super__=t.prototype,e},r={}.hasOwnProperty,i=e(13),l=e(4),s=e(28),a=e(5),u=e(48),c=e(400);n.CellEditorView=function(e){function t(e){this.args=e,t.__super__.constructor.call(this,s.extend({model:e.column.editor},e))}return o(t,e),t.prototype.className=\"bk-cell-editor\",t.prototype.inputEl=null,t.prototype.emptyValue=null,t.prototype.defaultValue=null,t.prototype.initialize=function(e){return t.__super__.initialize.call(this,e),this.render()},t.prototype.render=function(){return t.__super__.render.call(this),this.args.container.appendChild(this.el),this.el.appendChild(this.inputEl),this.renderEditor(),this.disableNavigation(),this},t.prototype.renderEditor=function(){},t.prototype.disableNavigation=function(){return this.inputEl.addEventListener(\"keydown\",function(e){return function(e){switch(e.keyCode){case l.Keys.Left:case l.Keys.Right:case l.Keys.Up:case l.Keys.Down:case l.Keys.PageUp:case l.Keys.PageDown:return e.stopImmediatePropagation()}}}(this))},t.prototype.destroy=function(){return this.remove()},t.prototype.focus=function(){return this.inputEl.focus()},t.prototype.show=function(){},t.prototype.hide=function(){},t.prototype.position=function(){},t.prototype.getValue=function(){return this.inputEl.value},t.prototype.setValue=function(e){return this.inputEl.value=e},t.prototype.serializeValue=function(){return this.getValue()},t.prototype.isValueChanged=function(){return!(\"\"===this.getValue()&&null==this.defaultValue)&&this.getValue()!==this.defaultValue},t.prototype.applyValue=function(e,t){return this.args.grid.getData().setField(e[c.DTINDEX_NAME],this.args.column.field,t)},t.prototype.loadValue=function(e){var t;return t=e[this.args.column.field],this.defaultValue=null!=t?t:this.emptyValue,this.setValue(this.defaultValue)},t.prototype.validateValue=function(e){var t;return this.args.column.validator&&(t=this.args.column.validator(e),!t.valid)?t:{valid:!0,msg:null}},t.prototype.validate=function(){return this.validateValue(this.getValue())},t}(a.DOMView),n.CellEditor=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t.prototype.type=\"CellEditor\",t.prototype.default_view=n.CellEditorView,t}(u.Model),n.StringEditorView=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t.prototype.emptyValue=\"\",t.prototype.inputEl=l.input({type:\"text\"}),t.prototype.renderEditor=function(){return this.inputEl.focus(),this.inputEl.select()},t.prototype.loadValue=function(e){return t.__super__.loadValue.call(this,e),this.inputEl.defaultValue=this.defaultValue,this.inputEl.select()},t}(n.CellEditorView),n.StringEditor=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t.prototype.type=\"StringEditor\",t.prototype.default_view=n.StringEditorView,t.define({completions:[i.Array,[]]}),t}(n.CellEditor),n.TextEditorView=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t}(n.CellEditorView),n.TextEditor=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t.prototype.type=\"TextEditor\",t.prototype.default_view=n.TextEditorView,t}(n.CellEditor),n.SelectEditorView=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t.prototype.inputEl=l.select(),t.prototype.renderEditor=function(){var e,t,n;for(n=this.model.options,e=0,t=n.length;e<t;e++)l.option=n[e],this.inputEl.appendChild(l.option({value:l.option},l.option));return this.focus()},t.prototype.loadValue=function(e){return t.__super__.loadValue.call(this,e),this.inputEl.select()},t}(n.CellEditorView),n.SelectEditor=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t.prototype.type=\"SelectEditor\",t.prototype.default_view=n.SelectEditorView,t.define({options:[i.Array,[]]}),t}(n.CellEditor),n.PercentEditorView=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t}(n.CellEditorView),n.PercentEditor=function(e){function t(){return t.__super__.constructor.apply(this,arguments)}return o(t,e),t.prototype.type=\"PercentEditor\",t.prototype.default_view=n.PercentEditorView,t}(n.CellEditor),n.CheckboxEditorView=function(e){function t(){return 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ge.isWindow(t)?0===o.indexOf(\"outer\")?t[\"inner\"+e]:t.document.documentElement[\"client\"+e]:9===t.nodeType?(i=t.documentElement,Math.max(t.body[\"scroll\"+e],i[\"scroll\"+e],t.body[\"offset\"+e],i[\"offset\"+e],i[\"client\"+e])):void 0===r?ge.css(t,n,s):ge.style(t,n,r,s)},t,l?r:void 0,l)}})}),ge.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,o){return this.on(t,e,n,o)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,\"**\"):this.off(t,e||\"**\",n)}}),ge.holdReady=function(e){e?ge.readyWait++:ge.ready(!0)},ge.isArray=Array.isArray,ge.parseJSON=JSON.parse,ge.nodeName=r,\"function\"==typeof define&&define.amd&&define(\"jquery\",[],function(){return ge});var Ut=e.jQuery,Kt=e.$;return ge.noConflict=function(t){return e.$===ge&&(e.$=Kt),t&&e.jQuery===ge&&(e.jQuery=Ut),ge},t||(e.jQuery=e.$=ge),ge})},407:function(e,t,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 o=e(413);o.fn.drag=function(e,t,n){var r=\"string\"==typeof e?e:\"\",i=o.isFunction(e)?e:o.isFunction(t)?t:null;return 0!==r.indexOf(\"drag\")&&(r=\"drag\"+r),n=(e==i?t:n)||{},i?this.on(r,n,i):this.trigger(r)};var r=o.event,i=r.special,l=i.drag={defaults:{which:1,distance:0,not:\":input\",handle:null,relative:!1,drop:!0,click:!1},datakey:\"dragdata\",noBubble:!0,add:function(e){var t=o.data(this,l.datakey),n=e.data||{};t.related+=1,o.each(l.defaults,function(e,o){void 0!==n[e]&&(t[e]=n[e])})},remove:function(){o.data(this,l.datakey).related-=1},setup:function(){if(!o.data(this,l.datakey)){var e=o.extend({related:0},l.defaults);o.data(this,l.datakey,e),r.add(this,\"touchstart mousedown\",l.init,e),this.attachEvent&&this.attachEvent(\"ondragstart\",l.dontstart)}},teardown:function(){var e=o.data(this,l.datakey)||{};e.related||(o.removeData(this,l.datakey),r.remove(this,\"touchstart mousedown\",l.init),l.textselect(!0),this.detachEvent&&this.detachEvent(\"ondragstart\",l.dontstart))},init:function(e){if(!l.touched){var t,n=e.data;if(!(0!=e.which&&n.which>0&&e.which!=n.which)&&!o(e.target).is(n.not)&&(!n.handle||o(e.target).closest(n.handle,e.currentTarget).length)&&(l.touched=\"touchstart\"==e.type?this:null,n.propagates=1,n.mousedown=this,n.interactions=[l.interaction(this,n)],n.target=e.target,n.pageX=e.pageX,n.pageY=e.pageY,n.dragging=null,t=l.hijack(e,\"draginit\",n),n.propagates))return t=l.flatten(t),t&&t.length&&(n.interactions=[],o.each(t,function(){n.interactions.push(l.interaction(this,n))})),n.propagates=n.interactions.length,n.drop!==!1&&i.drop&&i.drop.handler(e,n),l.textselect(!1),l.touched?r.add(l.touched,\"touchmove touchend\",l.handler,n):r.add(document,\"mousemove mouseup\",l.handler,n),!(!l.touched||n.live)&&void 0}},interaction:function(e,t){var n=e&&e.ownerDocument?o(e)[t.relative?\"position\":\"offset\"]()||{top:0,left:0}:{top:0,left:0};return{drag:e,callback:new l.callback,droppable:[],offset:n}},handler:function(e){var t=e.data;switch(e.type){case!t.dragging&&\"touchmove\":e.preventDefault();case!t.dragging&&\"mousemove\":if(Math.pow(e.pageX-t.pageX,2)+Math.pow(e.pageY-t.pageY,2)<Math.pow(t.distance,2))break;e.target=t.target,l.hijack(e,\"dragstart\",t),t.propagates&&(t.dragging=!0);case\"touchmove\":e.preventDefault();case\"mousemove\":if(t.dragging){if(l.hijack(e,\"drag\",t),t.propagates){t.drop!==!1&&i.drop&&i.drop.handler(e,t);break}e.type=\"mouseup\"}case\"touchend\":case\"mouseup\":default:l.touched?r.remove(l.touched,\"touchmove touchend\",l.handler):r.remove(document,\"mousemove mouseup\",l.handler),t.dragging&&(t.drop!==!1&&i.drop&&i.drop.handler(e,t),l.hijack(e,\"dragend\",t)),l.textselect(!0),t.click===!1&&t.dragging&&o.data(t.mousedown,\"suppress.click\",(new Date).getTime()+5),t.dragging=l.touched=!1}},hijack:function(e,t,n,i,s){if(n){var a,u,c,d={event:e.originalEvent,type:e.type},p=t.indexOf(\"drop\")?\"drag\":\"drop\",f=i||0,h=isNaN(i)?n.interactions.length:i;e.type=t;var g=function(){};e.originalEvent=new o.Event(d.event,{preventDefault:g,stopPropagation:g,stopImmediatePropagation:g}),n.results=[];do if(u=n.interactions[f]){if(\"dragend\"!==t&&u.cancelled)continue;c=l.properties(e,n,u),u.results=[],o(s||u[p]||n.droppable).each(function(i,s){if(c.target=s,e.isPropagationStopped=function(){return!1},a=s?r.dispatch.call(s,e,c):null,a===!1?(\"drag\"==p&&(u.cancelled=!0,n.propagates-=1),\"drop\"==t&&(u[p][i]=null)):\"dropinit\"==t&&u.droppable.push(l.element(a)||s),\"dragstart\"==t&&(u.proxy=o(l.element(a)||u.drag)[0]),u.results.push(a),delete e.result,\"dropinit\"!==t)return a}),n.results[f]=l.flatten(u.results),\"dropinit\"==t&&(u.droppable=l.flatten(u.droppable)),\"dragstart\"!=t||u.cancelled||c.update()}while(++f<h);return e.type=d.type,e.originalEvent=d.event,l.flatten(n.results)}},properties:function(e,t,n){var o=n.callback;return o.drag=n.drag,o.proxy=n.proxy||n.drag,o.startX=t.pageX,o.startY=t.pageY,o.deltaX=e.pageX-t.pageX,o.deltaY=e.pageY-t.pageY,o.originalX=n.offset.left,o.originalY=n.offset.top,o.offsetX=o.originalX+o.deltaX,o.offsetY=o.originalY+o.deltaY,o.drop=l.flatten((n.drop||[]).slice()),o.available=l.flatten((n.droppable||[]).slice()),o},element:function(e){if(e&&(e.jquery||1==e.nodeType))return e},flatten:function(e){return o.map(e,function(e){return e&&e.jquery?o.makeArray(e):e&&e.length?l.flatten(e):e})},textselect:function(e){o(document)[e?\"off\":\"on\"](\"selectstart\",l.dontstart).css(\"MozUserSelect\",e?\"\":\"none\"),document.unselectable=e?\"off\":\"on\"},dontstart:function(){return!1},callback:function(){}};l.callback.prototype={update:function(){i.drop&&this.available.length&&o.each(this.available,function(e){i.drop.locate(this,e)})}};var s=r.dispatch;r.dispatch=function(e){return o.data(this,\"suppress.\"+e.type)-(new Date).getTime()>0?void o.removeData(this,\"suppress.\"+e.type):s.apply(this,arguments)},i.draginit=i.dragstart=i.dragend=l},408:function(e,t,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 o=e(413);o.fn.drop=function(e,t,n){var r=\"string\"==typeof e?e:\"\",i=o.isFunction(e)?e:o.isFunction(t)?t:null;return 0!==r.indexOf(\"drop\")&&(r=\"drop\"+r),n=(e==i?t:n)||{},i?this.on(r,n,i):this.trigger(r)},o.drop=function(e){e=e||{},l.multi=e.multi===!0?1/0:e.multi===!1?1:isNaN(e.multi)?l.multi:e.multi,l.delay=e.delay||l.delay,l.tolerance=o.isFunction(e.tolerance)?e.tolerance:null===e.tolerance?null:l.tolerance,l.mode=e.mode||l.mode||\"intersect\"};var r=o.event,i=r.special,l=o.event.special.drop={multi:1,delay:20,mode:\"overlap\",targets:[],datakey:\"dropdata\",noBubble:!0,add:function(e){var t=o.data(this,l.datakey);t.related+=1},remove:function(){o.data(this,l.datakey).related-=1},setup:function(){if(!o.data(this,l.datakey)){var e={related:0,active:[],anyactive:0,winner:0,location:{}};o.data(this,l.datakey,e),l.targets.push(this)}},teardown:function(){var e=o.data(this,l.datakey)||{};if(!e.related){o.removeData(this,l.datakey);var t=this;l.targets=o.grep(l.targets,function(e){return e!==t})}},handler:function(e,t){var n;if(t)switch(e.type){case\"mousedown\":case\"touchstart\":n=o(l.targets),\"string\"==typeof t.drop&&(n=n.filter(t.drop)),n.each(function(){var e=o.data(this,l.datakey);e.active=[],e.anyactive=0,e.winner=0}),t.droppable=n,i.drag.hijack(e,\"dropinit\",t);break;case\"mousemove\":case\"touchmove\":l.event=e,l.timer||l.tolerate(t);break;case\"mouseup\":case\"touchend\":l.timer=clearTimeout(l.timer),t.propagates&&(i.drag.hijack(e,\"drop\",t),i.drag.hijack(e,\"dropend\",t))}},locate:function(e,t){var n=o.data(e,l.datakey),r=o(e),i=r.offset()||{},s=r.outerHeight(),a=r.outerWidth(),u={elem:e,width:a,height:s,top:i.top,left:i.left,right:i.left+a,bottom:i.top+s};return n&&(n.location=u,n.index=t,n.elem=e),u},contains:function(e,t){return(t[0]||t.left)>=e.left&&(t[0]||t.right)<=e.right&&(t[1]||t.top)>=e.top&&(t[1]||t.bottom)<=e.bottom},modes:{intersect:function(e,t,n){return this.contains(n,[e.pageX,e.pageY])?1e9:this.modes.overlap.apply(this,arguments)},overlap:function(e,t,n){return Math.max(0,Math.min(n.bottom,t.bottom)-Math.max(n.top,t.top))*Math.max(0,Math.min(n.right,t.right)-Math.max(n.left,t.left))},fit:function(e,t,n){return this.contains(n,t)?1:0},middle:function(e,t,n){return this.contains(n,[t.left+.5*t.width,t.top+.5*t.height])?1:0}},sort:function(e,t){return t.winner-e.winner||e.index-t.index},tolerate:function(e){var t,n,r,s,a,u,c,d,p=0,f=e.interactions.length,h=[l.event.pageX,l.event.pageY],g=l.tolerance||l.modes[l.mode];do if(d=e.interactions[p]){if(!d)return;d.drop=[],a=[],u=d.droppable.length,g&&(r=l.locate(d.proxy)),t=0;do 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/>\").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($container),$viewport.css(\"overflow-y\",options.autoHeight?\"hidden\":\"auto\"),$canvas=$(\"<div class='grid-canvas' />\").appendTo($viewport),options.createFooterRow&&($footerRowScroller=$(\"<div class='slick-footerrow ui-state-default' style='overflow:hidden;position:relative;' />\").appendTo($container),$footerRow=$(\"<div class='slick-footerrow-columns' />\").appendTo($footerRowScroller),$footerRowSpacer=$(\"<div 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$(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\"),$hiddenParents.each(function(){var e={};for(var t in cssShow)e[t]=this.style[t],this.style[t]=cssShow[t];oldProps.push(e)})}function restoreCssFromHiddenInit(){$hiddenParents.each(function(e){var t=oldProps[e];for(var n in cssShow)this.style[n]=t[n]})}function registerPlugin(e){plugins.unshift(e),e.init(self)}function unregisterPlugin(e){for(var t=plugins.length;t>=0;t--)if(plugins[t]===e){plugins[t].destroy&&plugins[t].destroy(),plugins.splice(t,1);break}}function setSelectionModel(e){selectionModel&&(selectionModel.onSelectedRangesChanged.unsubscribe(handleSelectedRangesChanged),selectionModel.destroy&&selectionModel.destroy()),selectionModel=e,selectionModel&&(selectionModel.init(self),selectionModel.onSelectedRangesChanged.subscribe(handleSelectedRangesChanged))}function getSelectionModel(){return selectionModel}function getCanvasNode(){return $canvas[0]}function measureScrollbar(){var e=$(\"<div style='position:absolute; top:-10000px; left:-10000px; width:100px; height:100px; overflow:scroll;'></div>\").appendTo(\"body\"),t={width:e.width()-e[0].clientWidth,height:e.height()-e[0].clientHeight};return e.remove(),t}function getColumnTotalWidth(e){for(var t=0,n=0,o=columns.length;n<o;n++){var r=columns[n].width;t+=r}return e&&(t+=scrollbarDimensions.width),t}function getHeadersWidth(){var e=getColumnTotalWidth(!0);return Math.max(e,viewportW)+1e3}function getCanvasWidth(){for(var e=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW,t=0,n=columns.length;n--;)t+=columns[n].width;return options.fullWidthRows?Math.max(t,e):t}function updateCanvasWidth(e){var t=canvasWidth;canvasWidth=getCanvasWidth(),canvasWidth!=t&&($canvas.width(canvasWidth),$headerRow.width(canvasWidth),options.createFooterRow&&$footerRow.width(canvasWidth),options.createPreHeaderPanel&&$preHeaderPanel.width(canvasWidth),$headers.width(getHeadersWidth()),viewportHasHScroll=canvasWidth>viewportW-scrollbarDimensions.width);var n=canvasWidth+(viewportHasVScroll?scrollbarDimensions.width:0);$headerRowSpacer.width(n),options.createFooterRow&&$footerRowSpacer.width(n),options.createPreHeaderPanel&&$preHeaderPanelSpacer.width(n),(canvasWidth!=t||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,t=navigator.userAgent.toLowerCase().match(/firefox/)?6e6:1e9,n=$(\"<div style='display:none' />\").appendTo(document.body);;){var o=2*e;if(n.css(\"height\",o),o>t||n.height()!==o)break;e=o}return n.remove(),e}function getUID(){return uid}function getHeaderColumnWidthDiff(){return headerColumnWidthDiff}function getScrollbarDimensions(){return scrollbarDimensions}function bindAncestorScrollEvents(){for(var e=$canvas[0];(e=e.parentNode)!=document.body&&null!=e;)if(e==$viewport[0]||e.scrollWidth!=e.clientWidth||e.scrollHeight!=e.clientHeight){var t=$(e);$boundAncestors=$boundAncestors?$boundAncestors.add(t):t,t.on(\"scroll.\"+uid,handleActiveCellPositionChange)}}function unbindAncestorScrollEvents(){$boundAncestors&&($boundAncestors.off(\"scroll.\"+uid),$boundAncestors=null)}function updateColumnHeader(e,t,n){if(initialized){var o=getColumnIndex(e);if(null!=o){var r=columns[o],i=$headers.children().eq(o);i&&(void 0!==t&&(columns[o].name=t),void 0!==n&&(columns[o].toolTip=n),trigger(self.onBeforeHeaderCellDestroy,{node:i[0],column:r,grid:self}),i.attr(\"title\",n||\"\").children().eq(0).html(t),trigger(self.onHeaderCellRendered,{node:i[0],column:r,grid:self}))}}}function getHeaderRow(){return $headerRow[0]}function getFooterRow(){return $footerRow[0]}function getPreHeaderPanel(){return $preHeaderPanel[0]}function getHeaderRowColumn(e){var t=getColumnIndex(e),n=$headerRow.children().eq(t);return n&&n[0]}function getFooterRowColumn(e){var t=getColumnIndex(e),n=$footerRow.children().eq(t);return n&&n[0]}function createColumnHeaders(){function e(){$(this).addClass(\"ui-state-hover\")}function t(){$(this).removeClass(\"ui-state-hover\")}$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})}),$footerRow.empty());for(var n=0;n<columns.length;n++){var o=columns[n],r=$(\"<div class='ui-state-default slick-header-column' />\").html(\"<span class='slick-column-name'>\"+o.name+\"</span>\").width(o.width-headerColumnWidthDiff).attr(\"id\",\"\"+uid+o.id).attr(\"title\",o.toolTip||\"\").data(\"column\",o).addClass(o.headerCssClass||\"\").appendTo($headers);if((options.enableColumnReorder||o.sortable)&&r.on(\"mouseenter\",e).on(\"mouseleave\",t),o.sortable&&(r.addClass(\"slick-header-sortable\"),r.append(\"<span class='\"+sortIndicatorCssClass+\"' />\")),trigger(self.onHeaderCellRendered,{node:r[0],column:o,grid:self}),options.showHeaderRow){var i=$(\"<div class='ui-state-default slick-headerrow-column l\"+n+\" r\"+n+\"'></div>\").data(\"column\",o).appendTo($headerRow);trigger(self.onHeaderRowCellRendered,{node:i[0],column:o,grid:self})}if(options.createFooterRow&&options.showFooterRow){var l=$(\"<div class='ui-state-default slick-footerrow-column l\"+n+\" r\"+n+\"'></div>\").data(\"column\",o).appendTo($footerRow);trigger(self.onFooterRowCellRendered,{node:l[0],column:o})}}setSortColumns(sortColumns),setupColumnResize(),options.enableColumnReorder&&(\"function\"==typeof options.enableColumnReorder?options.enableColumnReorder(self,$headers,headerColumnWidthDiff,setColumns,setupColumnResize,columns,getColumnIndex,uid,trigger):setupColumnReorder())}function setupColumnSort(){$headers.click(function(e){if(e.metaKey=e.metaKey||e.ctrlKey,!$(e.target).hasClass(\"slick-resizable-handle\")){var t=$(e.target).closest(\".slick-header-column\");if(t.length){var n=t.data(\"column\");if(n.sortable){if(!getEditorLock().commitCurrentEdit())return;for(var o=null,r=0;r<sortColumns.length;r++)if(sortColumns[r].columnId==n.id){o=sortColumns[r],o.sortAsc=!o.sortAsc;break}var i=!!o;options.tristateMultiColumnSort?(o||(o={columnId:n.id,sortAsc:n.defaultSortAsc}),i&&o.sortAsc&&(sortColumns.splice(r,1),o=null),options.multiColumnSort||(sortColumns=[]),!o||i&&options.multiColumnSort||sortColumns.push(o)):e.metaKey&&options.multiColumnSort?o&&sortColumns.splice(r,1):((e.shiftKey||e.metaKey)&&options.multiColumnSort||(sortColumns=[]),o?0==sortColumns.length&&sortColumns.push(o):(o={columnId:n.id,sortAsc:n.defaultSortAsc},sortColumns.push(o))),setSortColumns(sortColumns),sortColumns.length>0&&(options.multiColumnSort?trigger(self.onSort,{multiColumnSort:!0,sortCols:$.map(sortColumns,function(e){return{sortCol:columns[getColumnIndex(e.columnId)],sortAsc:e.sortAsc}}),grid:self},e):trigger(self.onSort,{multiColumnSort:!1,sortCol:n,sortAsc:sortColumns[0].sortAsc,grid:self},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,t){t.placeholder.width(t.helper.outerWidth()-headerColumnWidthDiff),$(t.helper).addClass(\"slick-header-column-active\")},beforeStop:function(e,t){$(t.helper).removeClass(\"slick-header-column-active\")},stop:function(e){if(!getEditorLock().commitCurrentEdit())return void $(this).sortable(\"cancel\");for(var t=$headers.sortable(\"toArray\"),n=[],o=0;o<t.length;o++)n.push(columns[getColumnIndex(t[o].replace(uid,\"\"))]);setColumns(n),trigger(self.onColumnsReordered,{grid:self}),e.stopPropagation(),setupColumnResize()}})}function setupColumnResize(){var e,t,n,o,r,i,l,s,a;r=$headers.children(),r.find(\".slick-resizable-handle\").remove(),r.each(function(e,t){e>=columns.length||columns[e].resizable&&(void 0===s&&(s=e),a=e)}),void 0!==s&&r.each(function(u,c){u>=columns.length||u<s||options.forceFitColumns&&u>=a||(e=$(c),$(\"<div class='slick-resizable-handle' />\").appendTo(c).on(\"dragstart\",function(e,s){if(!getEditorLock().commitCurrentEdit())return!1;o=e.pageX,$(this).parent().addClass(\"slick-header-column-active\");var a=null,c=null;if(r.each(function(e,t){e>=columns.length||(columns[e].previousWidth=$(t).outerWidth())}),options.forceFitColumns)for(a=0,c=0,t=u+1;t<columns.length;t++)n=columns[t],n.resizable&&(null!==c&&(n.maxWidth?c+=n.maxWidth-n.previousWidth:c=null),a+=n.previousWidth-Math.max(n.minWidth||0,absoluteColumnMinWidth));var d=0,p=0;for(t=0;t<=u;t++)n=columns[t],n.resizable&&(null!==p&&(n.maxWidth?p+=n.maxWidth-n.previousWidth:p=null),d+=n.previousWidth-Math.max(n.minWidth||0,absoluteColumnMinWidth));null===a&&(a=1e5),null===d&&(d=1e5),null===c&&(c=1e5),null===p&&(p=1e5),l=o+Math.min(a,p),i=o-Math.min(d,c)}).on(\"drag\",function(e,r){var s,a,c=Math.min(l,Math.max(i,e.pageX))-o;if(c<0){for(a=c,t=u;t>=0;t--)n=columns[t],n.resizable&&(s=Math.max(n.minWidth||0,absoluteColumnMinWidth),a&&n.previousWidth+a<s?(a+=n.previousWidth-s,n.width=s):(n.width=n.previousWidth+a,a=0));if(options.forceFitColumns)for(a=-c,t=u+1;t<columns.length;t++)n=columns[t],n.resizable&&(a&&n.maxWidth&&n.maxWidth-n.previousWidth<a?(a-=n.maxWidth-n.previousWidth,n.width=n.maxWidth):(n.width=n.previousWidth+a,a=0))}else{for(a=c,t=u;t>=0;t--)n=columns[t],n.resizable&&(a&&n.maxWidth&&n.maxWidth-n.previousWidth<a?(a-=n.maxWidth-n.previousWidth,n.width=n.maxWidth):(n.width=n.previousWidth+a,a=0));if(options.forceFitColumns)for(a=-c,t=u+1;t<columns.length;t++)n=columns[t],n.resizable&&(s=Math.max(n.minWidth||0,absoluteColumnMinWidth),a&&n.previousWidth+a<s?(a+=n.previousWidth-s,n.width=s):(n.width=n.previousWidth+a,a=0))}applyColumnHeaderWidths(),options.syncColumnCellResize&&applyColumnWidths()}).on(\"dragend\",function(e,o){var i;for($(this).parent().removeClass(\"slick-header-column-active\"),t=0;t<columns.length;t++)n=columns[t],i=$(r[t]).outerWidth(),n.previousWidth!==i&&n.rerenderOnResize&&invalidateAllRows();updateCanvasWidth(!0),render(),trigger(self.onColumnsResized,{grid:self})}))})}function getVBoxDelta(e){var t=[\"borderTopWidth\",\"borderBottomWidth\",\"paddingTop\",\"paddingBottom\"],n=0;return $.each(t,function(t,o){n+=parseFloat(e.css(o))||0}),n}function measureCellPaddingAndBorder(){var e,t=[\"borderLeftWidth\",\"borderRightWidth\",\"paddingLeft\",\"paddingRight\"],n=[\"borderTopWidth\",\"borderBottomWidth\",\"paddingTop\",\"paddingBottom\"],o=$.fn.jquery.split(\".\");jQueryNewWidthBehaviour=1==o[0]&&o[1]>=8||o[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\")&&($.each(t,function(t,n){headerColumnWidthDiff+=parseFloat(e.css(n))||0}),$.each(n,function(t,n){headerColumnHeightDiff+=parseFloat(e.css(n))||0})),e.remove();var r=$(\"<div class='slick-row' />\").appendTo($canvas);e=$(\"<div class='slick-cell' id='' style='visibility:hidden'>-</div>\").appendTo(r),cellWidthDiff=cellHeightDiff=0,\"border-box\"!=e.css(\"box-sizing\")&&\"border-box\"!=e.css(\"-moz-box-sizing\")&&\"border-box\"!=e.css(\"-webkit-box-sizing\")&&($.each(t,function(t,n){cellWidthDiff+=parseFloat(e.css(n))||0}),$.each(n,function(t,n){cellHeightDiff+=parseFloat(e.css(n))||0})),r.remove(),absoluteColumnMinWidth=Math.max(headerColumnWidthDiff,cellWidthDiff)}function createCssRules(){$style=$(\"<style type='text/css' rel='stylesheet' />\").appendTo($(\"head\"));for(var e=options.rowHeight-cellHeightDiff,t=[\".\"+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; }\"],n=0;n<columns.length;n++)t.push(\".\"+uid+\" .l\"+n+\" { }\"),t.push(\".\"+uid+\" .r\"+n+\" { }\");$style[0].styleSheet?$style[0].styleSheet.cssText=t.join(\" \"):$style[0].appendChild(document.createTextNode(t.join(\" \")))}function getColumnCssRules(e){var t;if(!stylesheet){var n=document.styleSheets;for(t=0;t<n.length;t++)if((n[t].ownerNode||n[t].owningElement)==$style[0]){stylesheet=n[t];break}if(!stylesheet)throw new Error(\"Cannot find stylesheet.\");columnCssRulesL=[],columnCssRulesR=[];var o,r,i=stylesheet.cssRules||stylesheet.rules;for(t=0;t<i.length;t++){var l=i[t].selectorText;(o=/\\.l\\d+/.exec(l))?(r=parseInt(o[0].substr(2,o[0].length-2),10),columnCssRulesL[r]=i[t]):(o=/\\.r\\d+/.exec(l))&&(r=parseInt(o[0].substr(2,o[0].length-2),10),columnCssRulesR[r]=i[t])}}return{left:columnCssRulesL[e],right:columnCssRulesR[e]}}function removeCssRules(){$style.remove(),stylesheet=null}function destroy(){getEditorLock().cancelCurrentEdit(),trigger(self.onBeforeDestroy,{grid:self});for(var e=plugins.length;e--;)unregisterPlugin(plugins[e]);options.enableColumnReorder&&$headers.filter(\":ui-sortable\").sortable(\"destroy\"),unbindAncestorScrollEvents(),$container.off(\".slickgrid\"),removeCssRules(),$canvas.off(\"draginit dragstart dragend drag\"),$container.empty().removeClass(uid)}function trigger(e,t,n){return n=n||new Slick.EventData,t=t||{},t.grid=self,e.notify(t,n,self)}function getEditorLock(){return options.editorLock}function getEditController(){return editController}function getColumnIndex(e){return columnsById[e]}function autosizeColumns(){var e,t,n,o=[],r=0,i=0,l=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW;for(e=0;e<columns.length;e++)t=columns[e],o.push(t.width),i+=t.width,t.resizable&&(r+=t.width-Math.max(t.minWidth,absoluteColumnMinWidth));for(n=i;i>l&&r;){var s=(i-l)/r;for(e=0;e<columns.length&&i>l;e++){t=columns[e];var a=o[e];if(!(!t.resizable||a<=t.minWidth||a<=absoluteColumnMinWidth)){var u=Math.max(t.minWidth,absoluteColumnMinWidth),c=Math.floor(s*(a-u))||1;c=Math.min(c,a-u),i-=c,r-=c,o[e]-=c}}if(n<=i)break;n=i}for(n=i;i<l;){var d=l/i;for(e=0;e<columns.length&&i<l;e++){t=columns[e];var p,f=o[e];p=!t.resizable||t.maxWidth<=f?0:Math.min(Math.floor(d*f)-f,t.maxWidth-f||1e6)||1,i+=p,o[e]+=i<=l?p:0}if(n>=i)break;n=i}var h=!1;for(e=0;e<columns.length;e++)columns[e].rerenderOnResize&&columns[e].width!=o[e]&&(h=!0),columns[e].width=o[e];applyColumnHeaderWidths(),updateCanvasWidth(!0),h&&(invalidateAllRows(),render())}function applyColumnHeaderWidths(){if(initialized){for(var e,t=0,n=$headers.children(),o=columns.length;t<o;t++)e=$(n[t]),jQueryNewWidthBehaviour?e.outerWidth()!==columns[t].width&&e.outerWidth(columns[t].width):e.width()!==columns[t].width-headerColumnWidthDiff&&e.width(columns[t].width-headerColumnWidthDiff);updateColumnCaches()}}function applyColumnWidths(){for(var e,t,n=0,o=0;o<columns.length;o++)e=columns[o].width,t=getColumnCssRules(o),t.left.style.left=n+\"px\",t.right.style.right=canvasWidth-n-e+\"px\",n+=columns[o].width}function setSortColumn(e,t){setSortColumns([{columnId:e,sortAsc:t}])}function setSortColumns(e){sortColumns=e;var t=options.numberedMultiColumnSort&&sortColumns.length>1,n=$headers.children(),o=n.removeClass(\"slick-header-column-sorted\").find(\".\"+sortIndicatorCssClass).removeClass(\"slick-sort-indicator-asc slick-sort-indicator-desc\");t&&o.text(\"\"),$.each(sortColumns,function(e,r){null==r.sortAsc&&(r.sortAsc=!0);\n",
       "      var i=getColumnIndex(r.columnId);null!=i&&(o=n.eq(i).addClass(\"slick-header-column-sorted\").find(\".\"+sortIndicatorCssClass).addClass(r.sortAsc?\"slick-sort-indicator-asc\":\"slick-sort-indicator-desc\"),t&&o.text(e+1))})}function getSortColumns(){return sortColumns}function handleSelectedRangesChanged(e,t){selectedRows=[];for(var n={},o=0;o<t.length;o++)for(var r=t[o].fromRow;r<=t[o].toRow;r++){n[r]||(selectedRows.push(r),n[r]={});for(var i=t[o].fromCell;i<=t[o].toCell;i++)canCellBeSelected(r,i)&&(n[r][columns[i].id]=options.selectedCellCssClass)}setCellCssStyles(options.selectedCellCssClass,n),trigger(self.onSelectedRowsChanged,{rows:getSelectedRows(),grid:self},e)}function getColumns(){return columns}function updateColumnCaches(){columnPosLeft=[],columnPosRight=[];for(var e=0,t=0,n=columns.length;t<n;t++)columnPosLeft[t]=e,columnPosRight[t]=e+columns[t].width,e+=columns[t].width}function setColumns(e){columns=e,columnsById={};for(var t=0;t<columns.length;t++){var n=columns[t]=$.extend({},columnDefaults,columns[t]);columnsById[n.id]=t,n.minWidth&&n.width<n.minWidth&&(n.width=n.minWidth),n.maxWidth&&n.width>n.maxWidth&&(n.width=n.maxWidth)}updateColumnCaches(),initialized&&(invalidateAllRows(),createColumnHeaders(),removeCssRules(),createCssRules(),resizeCanvas(),applyColumnWidths(),handleScroll())}function getOptions(){return options}function setOptions(e,t){getEditorLock().commitCurrentEdit()&&(makeActiveCellNormal(),options.enableAddRow!==e.enableAddRow&&invalidateRow(getDataLength()),options=$.extend(options,e),validateAndEnforceOptions(),$viewport.css(\"overflow-y\",options.autoHeight?\"hidden\":\"auto\"),t||render())}function validateAndEnforceOptions(){options.autoHeight&&(options.leaveSpaceForNewRows=!1)}function setData(e,t){data=e,invalidateAllRows(),updateRowCount(),t&&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 $container.get(0)}function getRowTop(e){return options.rowHeight*e-offset}function getRowFromPosition(e){return Math.floor((e+offset)/options.rowHeight)}function scrollTo(e){e=Math.max(e,0),e=Math.min(e,th-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0));var t=offset;page=Math.min(n-1,Math.floor(e/ph)),offset=Math.round(page*cj);var o=e-offset;if(offset!=t){var r=getVisibleRange(o);cleanupRows(r),updateRowPositions()}prevScrollTop!=o&&(vScrollDir=prevScrollTop+t<o+offset?1:-1,$viewport[0].scrollTop=lastRenderedScrollTop=scrollTop=prevScrollTop=o,trigger(self.onViewportChanged,{grid:self}))}function defaultFormatter(e,t,n,o,r){return null==n?\"\":(n+\"\").replace(/&/g,\"&amp;\").replace(/</g,\"&lt;\").replace(/>/g,\"&gt;\")}function getFormatter(e,t){var n=data.getItemMetadata&&data.getItemMetadata(e),o=n&&n.columns&&(n.columns[t.id]||n.columns[getColumnIndex(t.id)]);return o&&o.formatter||n&&n.formatter||t.formatter||options.formatterFactory&&options.formatterFactory.getFormatter(t)||options.defaultFormatter}function getEditor(e,t){var n=columns[t],o=data.getItemMetadata&&data.getItemMetadata(e),r=o&&o.columns;return r&&r[n.id]&&void 0!==r[n.id].editor?r[n.id].editor:r&&r[t]&&void 0!==r[t].editor?r[t].editor:n.editor||options.editorFactory&&options.editorFactory.getEditor(n)}function getDataItemValueForColumn(e,t){return options.dataItemColumnValueExtractor?options.dataItemColumnValueExtractor(e,t):e[t.field]}function appendRowHtml(e,t,n,o){var r=getDataItem(t),i=t<o&&!r,l=\"slick-row\"+(i?\" loading\":\"\")+(t===activeRow?\" active\":\"\")+(t%2==1?\" odd\":\" even\");r||(l+=\" \"+options.addNewRowCssClass);var s=data.getItemMetadata&&data.getItemMetadata(t);s&&s.cssClasses&&(l+=\" \"+s.cssClasses),e.push(\"<div class='ui-widget-content \"+l+\"' style='top:\"+getRowTop(t)+\"px'>\");for(var a,u,c=0,d=columns.length;c<d;c++){if(u=columns[c],a=1,s&&s.columns){var p=s.columns[u.id]||s.columns[c];a=p&&p.colspan||1,\"*\"===a&&(a=d-c)}if(columnPosRight[Math.min(d-1,c+a-1)]>n.leftPx){if(columnPosLeft[c]>n.rightPx)break;appendCellHtml(e,t,c,a,r)}a>1&&(c+=a-1)}e.push(\"</div>\")}function appendCellHtml(e,t,n,o,r){var i=columns[n],l=\"slick-cell l\"+n+\" r\"+Math.min(columns.length-1,n+o-1)+(i.cssClass?\" \"+i.cssClass:\"\");t===activeRow&&n===activeCell&&(l+=\" active\");for(var s in cellCssClasses)cellCssClasses[s][t]&&cellCssClasses[s][t][i.id]&&(l+=\" \"+cellCssClasses[s][t][i.id]);var a=null;r&&(a=getDataItemValueForColumn(r,i));var u=getFormatter(t,i)(t,n,a,i,r),c=trigger(self.onBeforeAppendCell,{row:t,cell:n,grid:self,value:a,dataContext:r})||\"\";c+=u.addClasses?(c?\" \":\"\")+u.addClasses:\"\",e.push(\"<div class='\"+l+(c?\" \"+c:\"\")+\"'>\"),r&&e.push(\"object\"!=typeof u?u:u.text),e.push(\"</div>\"),rowsCache[t].cellRenderQueue.push(n),rowsCache[t].cellColSpans[n]=o}function cleanupRows(e){for(var t in rowsCache)(t=parseInt(t,10))!==activeRow&&(t<e.top||t>e.bottom)&&removeRowFromCache(t);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}function invalidate(){updateRowCount(),invalidateAllRows(),render()}function invalidateAllRows(){currentEditor&&makeActiveCellNormal();for(var e in rowsCache)removeRowFromCache(e);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}function queuePostProcessedRowForCleanup(e,t,n){postProcessgroupId++;for(var o in t)t.hasOwnProperty(o)&&postProcessedCleanupQueue.push({actionType:\"C\",groupId:postProcessgroupId,node:e.cellNodesByColumnIdx[0|o],columnIdx:0|o,rowIdx:n});postProcessedCleanupQueue.push({actionType:\"R\",groupId:postProcessgroupId,node:e.rowNode}),$(e.rowNode).detach()}function queuePostProcessedCellForCleanup(e,t,n){postProcessedCleanupQueue.push({actionType:\"C\",groupId:postProcessgroupId,node:e,columnIdx:t,rowIdx:n}),$(e).detach()}function removeRowFromCache(e){var t=rowsCache[e];t&&(rowNodeFromLastMouseWheelEvent===t.rowNode?(t.rowNode.style.display=\"none\",zombieRowNodeFromLastMouseWheelEvent=rowNodeFromLastMouseWheelEvent,zombieRowCacheFromLastMouseWheelEvent=t,zombieRowPostProcessedFromLastMouseWheelEvent=postProcessedRows[e]):options.enableAsyncPostRenderCleanup&&postProcessedRows[e]?queuePostProcessedRowForCleanup(t,postProcessedRows[e],e):$canvas[0].removeChild(t.rowNode),delete rowsCache[e],delete postProcessedRows[e],renderedRows--,counter_rows_removed++)}function invalidateRows(e){var t,n;if(e&&e.length){for(vScrollDir=0,n=e.length,t=0;t<n;t++)currentEditor&&activeRow===e[t]&&makeActiveCellNormal(),rowsCache[e[t]]&&removeRowFromCache(e[t]);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()}}function invalidateRow(e){invalidateRows([e])}function applyFormatResultToCellNode(e,t,n){return\"object\"!=typeof e?void(t.innerHTML=e):(t.innerHTML=e.text,e.removeClasses&&!n&&t.removeClass(e.removeClasses),void(e.addClasses&&t.addClass(e.addClasses)))}function updateCell(e,t){var n=getCellNode(e,t);if(n){var o=columns[t],r=getDataItem(e);if(currentEditor&&activeRow===e&&activeCell===t)currentEditor.loadValue(r);else{var i=r?getFormatter(e,o)(e,t,getDataItemValueForColumn(r,o),o,r):\"\";applyFormatResultToCellNode(i,n),invalidatePostProcessingResults(e)}}}function updateRow(e){var t=rowsCache[e];if(t){ensureCellNodesInRowsCache(e);var n,o=getDataItem(e);for(var r in t.cellNodesByColumnIdx)if(t.cellNodesByColumnIdx.hasOwnProperty(r)){r=0|r;var i=columns[r],l=t.cellNodesByColumnIdx[r];e===activeRow&&r===activeCell&&currentEditor?currentEditor.loadValue(o):o?(n=getFormatter(e,i)(e,r,getDataItemValueForColumn(o,i),i,o),applyFormatResultToCellNode(n,l)):l.innerHTML=\"\"}invalidatePostProcessingResults(e)}}function getViewportHeight(){return parseFloat($.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||$viewport.height(viewportH),options.forceFitColumns&&autosizeColumns(),updateRowCount(),handleScroll(),lastRenderedScrollLeft=-1,render())}function updatePagingStatusFromView(e){pagingActive=0!==e.pageSize,pagingIsLastPage=e.pageNum==e.totalPages-1}function updateRowCount(){if(initialized){var e=getDataLength(),t=getDataLengthIncludingAddNew(),o=t+(options.leaveSpaceForNewRows?numVisibleRows-1:0),r=viewportHasVScroll;viewportHasVScroll=!options.autoHeight&&o*options.rowHeight>viewportH,viewportHasHScroll=canvasWidth>viewportW-scrollbarDimensions.width,makeActiveCellNormal();var i=e-1;for(var l in rowsCache)l>i&&removeRowFromCache(l);options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup(),activeCellNode&&activeRow>i&&resetActiveCell();var s=h;th=Math.max(options.rowHeight*o,viewportH-scrollbarDimensions.height),th<maxSupportedCssHeight?(h=ph=th,n=1,cj=0):(h=maxSupportedCssHeight,ph=h/100,n=Math.floor(th/ph),cj=(th-h)/(n-1)),h!==s&&($canvas.css(\"height\",h),scrollTop=$viewport[0].scrollTop);var a=scrollTop+offset<=th-viewportH;0==th||0==scrollTop?page=offset=0:scrollTo(a?scrollTop+offset:th-viewportH),h!=s&&options.autoHeight&&resizeCanvas(),options.forceFitColumns&&r!=viewportHasVScroll&&autosizeColumns(),updateCanvasWidth(!1)}}function getVisibleRange(e,t){return null==e&&(e=scrollTop),null==t&&(t=scrollLeft),{top:getRowFromPosition(e),bottom:getRowFromPosition(e+viewportH)+1,leftPx:t,rightPx:t+viewportW}}function getRenderedRange(e,t){var n=getVisibleRange(e,t),o=Math.round(viewportH/options.rowHeight),r=3;return vScrollDir==-1?(n.top-=o,n.bottom+=r):1==vScrollDir?(n.top-=r,n.bottom+=o):(n.top-=r,n.bottom+=r),n.top=Math.max(0,n.top),n.bottom=Math.min(getDataLengthIncludingAddNew()-1,n.bottom),n.leftPx-=viewportW,n.rightPx+=viewportW,n.leftPx=Math.max(0,n.leftPx),n.rightPx=Math.min(canvasWidth,n.rightPx),n}function ensureCellNodesInRowsCache(e){var t=rowsCache[e];if(t&&t.cellRenderQueue.length)for(var n=t.rowNode.lastChild;t.cellRenderQueue.length;){var o=t.cellRenderQueue.pop();t.cellNodesByColumnIdx[o]=n,n=n.previousSibling}}function cleanUpCells(e,t){var n=0,o=rowsCache[t],r=[];for(var i in o.cellNodesByColumnIdx)if(o.cellNodesByColumnIdx.hasOwnProperty(i)){i=0|i;var l=o.cellColSpans[i];(columnPosLeft[i]>e.rightPx||columnPosRight[Math.min(columns.length-1,i+l-1)]<e.leftPx)&&(t==activeRow&&i==activeCell||r.push(i))}var s,a;for(postProcessgroupId++;null!=(s=r.pop());)a=o.cellNodesByColumnIdx[s],options.enableAsyncPostRenderCleanup&&postProcessedRows[t]&&postProcessedRows[t][s]?queuePostProcessedCellForCleanup(a,s,t):o.rowNode.removeChild(a),delete o.cellColSpans[s],delete o.cellNodesByColumnIdx[s],postProcessedRows[t]&&delete postProcessedRows[t][s],n++}function cleanUpAndRenderCells(e){for(var t,n,o,r=[],i=[],l=0,s=e.top,a=e.bottom;s<=a;s++)if(t=rowsCache[s]){ensureCellNodesInRowsCache(s),cleanUpCells(e,s),n=0;var u=data.getItemMetadata&&data.getItemMetadata(s);u=u&&u.columns;for(var c=getDataItem(s),d=0,p=columns.length;d<p&&!(columnPosLeft[d]>e.rightPx);d++)if(null==(o=t.cellColSpans[d])){if(o=1,u){var f=u[columns[d].id]||u[d];o=f&&f.colspan||1,\"*\"===o&&(o=p-d)}columnPosRight[Math.min(p-1,d+o-1)]>e.leftPx&&(appendCellHtml(r,s,d,o,c),n++),d+=o>1?o-1:0}else d+=o>1?o-1:0;n&&(l+=n,i.push(s))}if(r.length){var h=document.createElement(\"div\");h.innerHTML=r.join(\"\");for(var g,m;null!=(g=i.pop());){t=rowsCache[g];for(var v;null!=(v=t.cellRenderQueue.pop());)m=h.lastChild,t.rowNode.appendChild(m),t.cellNodesByColumnIdx[v]=m}}}function renderRows(e){for(var t=$canvas[0],n=[],o=[],r=!1,i=getDataLength(),l=e.top,s=e.bottom;l<=s;l++)rowsCache[l]||(renderedRows++,o.push(l),rowsCache[l]={rowNode:null,cellColSpans:[],cellNodesByColumnIdx:[],cellRenderQueue:[]},appendRowHtml(n,l,e,i),activeCellNode&&activeRow===l&&(r=!0),counter_rows_rendered++);if(o.length){var a=document.createElement(\"div\");a.innerHTML=n.join(\"\");for(var l=0,s=o.length;l<s;l++)rowsCache[o[l]].rowNode=t.appendChild(a.firstChild);r&&(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 t in postProcessedRows[e])postProcessedRows[e].hasOwnProperty(t)&&(postProcessedRows[e][t]=\"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){var e=getVisibleRange(),t=getRenderedRange();cleanupRows(t),lastRenderedScrollLeft!=scrollLeft&&cleanUpAndRenderCells(t),renderRows(t),postProcessFromRow=e.top,postProcessToRow=Math.min(getDataLengthIncludingAddNew()-1,e.bottom),startPostProcessing(),lastRenderedScrollTop=scrollTop,lastRenderedScrollLeft=scrollLeft,h_render=null}}function handleHeaderRowScroll(){var e=$headerRowScroller[0].scrollLeft;e!=$viewport[0].scrollLeft&&($viewport[0].scrollLeft=e)}function handleFooterRowScroll(){var e=$footerRowScroller[0].scrollLeft;e!=$viewport[0].scrollLeft&&($viewport[0].scrollLeft=e)}function handlePreHeaderPanelScroll(){var e=$preHeaderPanelScroller[0].scrollLeft;e!=$viewport[0].scrollLeft&&($viewport[0].scrollLeft=e)}function handleScroll(){scrollTop=$viewport[0].scrollTop,scrollLeft=$viewport[0].scrollLeft;var e=Math.abs(scrollTop-prevScrollTop),t=Math.abs(scrollLeft-prevScrollLeft);if(t&&(prevScrollLeft=scrollLeft,$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 o=offset;page=h==viewportH?0:Math.min(n-1,Math.floor(scrollTop*((th-viewportH)/(h-viewportH))*(1/ph))),offset=Math.round(page*cj),o!=offset&&invalidateAllRows()}(t||e)&&(h_render&&clearTimeout(h_render),(Math.abs(lastRenderedScrollTop-scrollTop)>20||Math.abs(lastRenderedScrollLeft-scrollLeft)>20)&&(options.forceSyncScrolling||Math.abs(lastRenderedScrollTop-scrollTop)<viewportH&&Math.abs(lastRenderedScrollLeft-scrollLeft)<viewportW?render():h_render=setTimeout(render,50),trigger(self.onViewportChanged,{grid:self}))),trigger(self.onScroll,{scrollLeft:scrollLeft,scrollTop:scrollTop,grid:self})}function asyncPostProcessRows(){for(var e=getDataLength();postProcessFromRow<=postProcessToRow;){var t=vScrollDir>=0?postProcessFromRow++:postProcessToRow--,n=rowsCache[t];if(n&&!(t>=e)){postProcessedRows[t]||(postProcessedRows[t]={}),ensureCellNodesInRowsCache(t);for(var o in n.cellNodesByColumnIdx)if(n.cellNodesByColumnIdx.hasOwnProperty(o)){o=0|o;var r=columns[o],i=postProcessedRows[t][o];if(r.asyncPostRender&&\"R\"!==i){var l=n.cellNodesByColumnIdx[o];l&&r.asyncPostRender(l,t,getDataItem(t),r,\"C\"===i),postProcessedRows[t][o]=\"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 t=postProcessedCleanupQueue.shift();if(\"R\"==t.actionType&&$(t.node).remove(),\"C\"==t.actionType){var n=columns[t.columnIdx];n.asyncPostRenderCleanup&&t.node&&n.asyncPostRenderCleanup(t.node,t.rowIdx,n)}}h_postrenderCleanup=setTimeout(asyncPostProcessCleanupRows,options.asyncPostRenderCleanupDelay)}}function updateCellCssStylesOnRenderedRows(e,t){var n,o,r,i;for(var l in rowsCache){if(i=t&&t[l],r=e&&e[l],i)for(o in i)r&&i[o]==r[o]||(n=getCellNode(l,getColumnIndex(o)),n&&$(n).removeClass(i[o]));if(r)for(o in r)i&&i[o]==r[o]||(n=getCellNode(l,getColumnIndex(o)),n&&$(n).addClass(r[o]))}}function addCellCssStyles(e,t){if(cellCssClasses[e])throw new Error(\"addCellCssStyles: cell CSS hash with key '\"+e+\"' already exists.\");cellCssClasses[e]=t,updateCellCssStylesOnRenderedRows(t,null),trigger(self.onCellCssStylesChanged,{key:e,hash:t,grid:self})}function removeCellCssStyles(e){cellCssClasses[e]&&(updateCellCssStylesOnRenderedRows(null,cellCssClasses[e]),delete cellCssClasses[e],trigger(self.onCellCssStylesChanged,{key:e,hash:null,grid:self}))}function setCellCssStyles(e,t){var n=cellCssClasses[e];cellCssClasses[e]=t,updateCellCssStylesOnRenderedRows(t,n),trigger(self.onCellCssStylesChanged,{key:e,hash:t,grid:self})}function getCellCssStyles(e){return cellCssClasses[e]}function flashCell(e,t,n){if(n=n||100,rowsCache[e]){var o=$(getCellNode(e,t)),r=function(e){e&&setTimeout(function(){o.queue(function(){o.toggleClass(options.cellFlashingCssClass).dequeue(),r(e-1)})},n)};r(4)}}function handleMouseWheel(e){var t=$(e.target).closest(\".slick-row\")[0];t!=rowNodeFromLastMouseWheelEvent&&(zombieRowNodeFromLastMouseWheelEvent&&zombieRowNodeFromLastMouseWheelEvent!=t&&(options.enableAsyncPostRenderCleanup&&zombieRowPostProcessedFromLastMouseWheelEvent?queuePostProcessedRowForCleanup(zombieRowCacheFromLastMouseWheelEvent,zombieRowPostProcessedFromLastMouseWheelEvent):$canvas[0].removeChild(zombieRowNodeFromLastMouseWheelEvent),zombieRowNodeFromLastMouseWheelEvent=null,zombieRowCacheFromLastMouseWheelEvent=null,zombieRowPostProcessedFromLastMouseWheelEvent=null,options.enableAsyncPostRenderCleanup&&startPostProcessingCleanup()),rowNodeFromLastMouseWheelEvent=t)}function handleDragInit(e,t){var n=getCellFromEvent(e);if(!n||!cellExists(n.row,n.cell))return!1;var o=trigger(self.onDragInit,t,e);return!!e.isImmediatePropagationStopped()&&o}function handleDragStart(e,t){var n=getCellFromEvent(e);if(!n||!cellExists(n.row,n.cell))return!1;var o=trigger(self.onDragStart,t,e);return!!e.isImmediatePropagationStopped()&&o}function handleDrag(e,t){return trigger(self.onDrag,t,e)}function handleDragEnd(e,t){trigger(self.onDragEnd,t,e)}function handleKeyDown(e){trigger(self.onKeyDown,{row:activeRow,cell:activeCell,grid:self},e);var t=e.isImmediatePropagationStopped(),n=Slick.keyCode;if(!t)if(e.shiftKey||e.altKey||e.ctrlKey)e.which!=n.TAB||!e.shiftKey||e.ctrlKey||e.altKey||(t=navigatePrev());else{if(options.editable&&currentEditor&&currentEditor.keyCaptureList&&currentEditor.keyCaptureList.indexOf(e.which)>-1)return;if(e.which==n.ESCAPE){if(!getEditorLock().isActive())return;cancelEditAndSetFocus()}else e.which==n.PAGE_DOWN?(navigatePageDown(),t=!0):e.which==n.PAGE_UP?(navigatePageUp(),t=!0):e.which==n.LEFT?t=navigateLeft():e.which==n.RIGHT?t=navigateRight():e.which==n.UP?t=navigateUp():e.which==n.DOWN?t=navigateDown():e.which==n.TAB?t=navigateNext():e.which==n.ENTER&&(options.editable&&(currentEditor?activeRow===getDataLength()?navigateDown():commitEditAndSetFocus():getEditorLock().commitCurrentEdit()&&makeActiveCellEditable()),t=!0)}if(t){e.stopPropagation(),e.preventDefault();try{e.originalEvent.keyCode=0}catch(o){}}}function handleClick(e){currentEditor||(e.target!=document.activeElement||$(e.target).hasClass(\"slick-cell\"))&&setFocus();var t=getCellFromEvent(e);if(t&&(null===currentEditor||activeRow!=t.row||activeCell!=t.cell)&&(trigger(self.onClick,{row:t.row,cell:t.cell,grid:self},e),!e.isImmediatePropagationStopped()&&canCellBeActive(t.row,t.cell)&&(!getEditorLock().isActive()||getEditorLock().commitCurrentEdit()))){scrollRowIntoView(t.row,!1);var n=e.target&&e.target.className===Slick.preClickClassName;setActiveCellInternal(getCellNode(t.row,t.cell),null,n)}}function handleContextMenu(e){var t=$(e.target).closest(\".slick-cell\",$canvas);0!==t.length&&(activeCellNode===t[0]&&null!==currentEditor||trigger(self.onContextMenu,{grid:self},e))}function handleDblClick(e){var t=getCellFromEvent(e);!t||null!==currentEditor&&activeRow==t.row&&activeCell==t.cell||(trigger(self.onDblClick,{row:t.row,cell:t.cell,grid:self},e),e.isImmediatePropagationStopped()||options.editable&&gotoCell(t.row,t.cell,!0))}function handleHeaderMouseEnter(e){trigger(self.onHeaderMouseEnter,{column:$(this).data(\"column\"),grid:self},e)}function handleHeaderMouseLeave(e){trigger(self.onHeaderMouseLeave,{column:$(this).data(\"column\"),grid:self},e)}function handleHeaderContextMenu(e){var t=$(e.target).closest(\".slick-header-column\",\".slick-header-columns\"),n=t&&t.data(\"column\");trigger(self.onHeaderContextMenu,{column:n,grid:self},e)}function handleHeaderClick(e){var t=$(e.target).closest(\".slick-header-column\",\".slick-header-columns\"),n=t&&t.data(\"column\");n&&trigger(self.onHeaderClick,{column:n,grid:self},e)}function handleMouseEnter(e){trigger(self.onMouseEnter,{grid:self},e)}function handleMouseLeave(e){trigger(self.onMouseLeave,{grid:self},e)}function cellExists(e,t){return!(e<0||e>=getDataLength()||t<0||t>=columns.length)}function getCellFromPoint(e,t){for(var n=getRowFromPosition(t),o=0,r=0,i=0;i<columns.length&&r<e;i++)r+=columns[i].width,o++;return o<0&&(o=0),{row:n,cell:o-1}}function getCellFromNode(e){var t=/l\\d+/.exec(e.className);if(!t)throw new Error(\"getCellFromNode: cannot get cell - \"+e.className);return parseInt(t[0].substr(1,t[0].length-1),10)}function getRowFromNode(e){for(var t in rowsCache)if(rowsCache[t].rowNode===e)return 0|t;return null}function getCellFromEvent(e){var t=$(e.target).closest(\".slick-cell\",$canvas);if(!t.length)return null;var n=getRowFromNode(t[0].parentNode),o=getCellFromNode(t[0]);return null==n||null==o?null:{row:n,cell:o}}function getCellNodeBox(e,t){if(!cellExists(e,t))return null;for(var n=getRowTop(e),o=n+options.rowHeight-1,r=0,i=0;i<t;i++)r+=columns[i].width;var l=r+columns[t].width;return{top:n,left:r,bottom:o,right:l}}function resetActiveCell(){setActiveCellInternal(null,!1)}function setFocus(){tabbingDirection==-1?$focusSink[0].focus():$focusSink2[0].focus()}function scrollCellIntoView(e,t,n){scrollRowIntoView(e,n);var o=getColspan(e,t);internalScrollColumnIntoView(columnPosLeft[t],columnPosRight[t+(o>1?o-1:0)])}function internalScrollColumnIntoView(e,t){var n=scrollLeft+viewportW;e<scrollLeft?($viewport.scrollLeft(e),handleScroll(),render()):t>n&&($viewport.scrollLeft(Math.min(e,t-$viewport[0].clientWidth)),handleScroll(),render())}function scrollColumnIntoView(e){internalScrollColumnIntoView(columnPosLeft[e],columnPosRight[e])}function setActiveCellInternal(e,t,n,o){null!==activeCellNode&&(makeActiveCellNormal(),$(activeCellNode).removeClass(\"active\"),rowsCache[activeRow]&&$(rowsCache[activeRow].rowNode).removeClass(\"active\"));activeCellNode=e,null!=activeCellNode?(activeRow=getRowFromNode(activeCellNode.parentNode),activeCell=activePosX=getCellFromNode(activeCellNode),null==t&&(t=activeRow==getDataLength()||options.autoEdit),options.showCellSelection&&($(activeCellNode).addClass(\"active\"),$(rowsCache[activeRow].rowNode).addClass(\"active\")),options.editable&&t&&isCellPotentiallyEditable(activeRow,activeCell)&&(clearTimeout(h_editorLoader),options.asyncEditorLoading?h_editorLoader=setTimeout(function(){makeActiveCellEditable(void 0,n)},options.asyncEditorLoadDelay):makeActiveCellEditable(void 0,n))):activeRow=activeCell=null,o||trigger(self.onActiveCellChanged,getActiveCell())}function clearTextSelection(){if(document.selection&&document.selection.empty)try{document.selection.empty()}catch(e){}else if(window.getSelection){var t=window.getSelection();t&&t.removeAllRanges&&t.removeAllRanges()}}function isCellPotentiallyEditable(e,t){var n=getDataLength();return!(e<n&&!getDataItem(e))&&(!(columns[t].cannotTriggerInsert&&e>=n)&&!!getEditor(e,t))}function makeActiveCellNormal(){if(currentEditor){if(trigger(self.onBeforeCellEditorDestroy,{editor:currentEditor,grid:self}),currentEditor.destroy(),currentEditor=null,activeCellNode){var e=getDataItem(activeRow);if($(activeCellNode).removeClass(\"editable invalid\"),e){var t=columns[activeCell],n=getFormatter(activeRow,t),o=n(activeRow,activeCell,getDataItemValueForColumn(e,t),t,e,self);applyFormatResultToCellNode(o,activeCellNode),invalidatePostProcessingResults(activeRow)}}navigator.userAgent.toLowerCase().match(/msie/)&&clearTextSelection(),getEditorLock().deactivate(editController)}}function makeActiveCellEditable(e,t){if(activeCellNode){if(!options.editable)throw new Error(\"Grid : makeActiveCellEditable : should never get called when options.editable is false\");if(clearTimeout(h_editorLoader),isCellPotentiallyEditable(activeRow,activeCell)){var n=columns[activeCell],o=getDataItem(activeRow);if(trigger(self.onBeforeEditCell,{row:activeRow,cell:activeCell,item:o,column:n,grid:self})===!1)return void setFocus();getEditorLock().activate(editController),$(activeCellNode).addClass(\"editable\");var r=e||getEditor(activeRow,activeCell);e||r.suppressClearOnEdit||(activeCellNode.innerHTML=\"\"),currentEditor=new r({grid:self,gridPosition:absBox($container[0]),position:absBox(activeCellNode),container:activeCellNode,column:n,item:o||{},commitChanges:commitEditAndSetFocus,cancelChanges:cancelEditAndSetFocus}),o&&(currentEditor.loadValue(o),t&&currentEditor.preClick&&currentEditor.preClick()),serializedEditorValue=currentEditor.serializeValue(),currentEditor.position&&handleActiveCellPositionChange()}}}function commitEditAndSetFocus(){getEditorLock().commitCurrentEdit()&&(setFocus(),options.autoEdit&&navigateDown())}function cancelEditAndSetFocus(){getEditorLock().cancelCurrentEdit()&&setFocus()}function absBox(e){var t={top:e.offsetTop,left:e.offsetLeft,bottom:0,right:0,width:$(e).outerWidth(),height:$(e).outerHeight(),visible:!0};t.bottom=t.top+t.height,t.right=t.left+t.width;for(var n=e.offsetParent;(e=e.parentNode)!=document.body&&null!=e;)t.visible&&e.scrollHeight!=e.offsetHeight&&\"visible\"!=$(e).css(\"overflowY\")&&(t.visible=t.bottom>e.scrollTop&&t.top<e.scrollTop+e.clientHeight),t.visible&&e.scrollWidth!=e.offsetWidth&&\"visible\"!=$(e).css(\"overflowX\")&&(t.visible=t.right>e.scrollLeft&&t.left<e.scrollLeft+e.clientWidth),t.left-=e.scrollLeft,t.top-=e.scrollTop,e===n&&(t.left+=e.offsetLeft,t.top+=e.offsetTop,n=e.offsetParent),t.bottom=t.top+t.height,t.right=t.left+t.width;return t}function getActiveCellPosition(){return absBox(activeCellNode)}function getGridPosition(){return absBox($container[0])}function handleActiveCellPositionChange(){if(activeCellNode&&(trigger(self.onActiveCellPositionChanged,{grid:self}),currentEditor)){var e=getActiveCellPosition();currentEditor.show&&currentEditor.hide&&(e.visible?currentEditor.show():currentEditor.hide()),currentEditor.position&&currentEditor.position(e)}}function getCellEditor(){return currentEditor}function getActiveCell(){return activeCellNode?{row:activeRow,cell:activeCell,grid:self}:null}function getActiveCellNode(){return activeCellNode}function scrollRowIntoView(e,t){var n=e*options.rowHeight,o=(e+1)*options.rowHeight-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0);(e+1)*options.rowHeight>scrollTop+viewportH+offset?(scrollTo(t?n:o),render()):e*options.rowHeight<scrollTop+offset&&(scrollTo(t?o:n),render())}function scrollRowToTop(e){scrollTo(e*options.rowHeight),render()}function scrollPage(e){var t=e*numVisibleRows;if(scrollTo((getRowFromPosition(scrollTop)+t)*options.rowHeight),render(),options.enableCellNavigation&&null!=activeRow){var n=activeRow+t,o=getDataLengthIncludingAddNew();n>=o&&(n=o-1),n<0&&(n=0);for(var r=0,i=null,l=activePosX;r<=activePosX;)canCellBeActive(n,r)&&(i=r),r+=getColspan(n,r);null!==i?(setActiveCellInternal(getCellNode(n,i)),activePosX=l):resetActiveCell()}}function navigatePageDown(){scrollPage(1)}function navigatePageUp(){scrollPage(-1)}function getColspan(e,t){var n=data.getItemMetadata&&data.getItemMetadata(e);if(!n||!n.columns)return 1;var o=n.columns[columns[t].id]||n.columns[t],r=o&&o.colspan;return r=\"*\"===r?columns.length-t:r||1}function findFirstFocusableCell(e){for(var t=0;t<columns.length;){if(canCellBeActive(e,t))return t;t+=getColspan(e,t)}return null}function findLastFocusableCell(e){for(var t=0,n=null;t<columns.length;)canCellBeActive(e,t)&&(n=t),t+=getColspan(e,t);return n}function gotoRight(e,t,n){if(t>=columns.length)return null;do t+=getColspan(e,t);while(t<columns.length&&!canCellBeActive(e,t));return t<columns.length?{row:e,cell:t,posX:t}:null}function gotoLeft(e,t,n){if(t<=0)return null;var o=findFirstFocusableCell(e);if(null===o||o>=t)return null;for(var r,i={row:e,cell:o,posX:o};;){if(r=gotoRight(i.row,i.cell,i.posX),!r)return null;if(r.cell>=t)return i;i=r}}function gotoDown(e,t,n){for(var o,r=getDataLengthIncludingAddNew();;){if(++e>=r)return null;for(o=t=0;t<=n;)o=t,t+=getColspan(e,t);if(canCellBeActive(e,o))return{row:e,cell:o,posX:n}}}function gotoUp(e,t,n){for(var o;;){if(--e<0)return null;for(o=t=0;t<=n;)o=t,t+=getColspan(e,t);if(canCellBeActive(e,o))return{row:e,cell:o,posX:n}}}function gotoNext(e,t,n){if(null==e&&null==t&&(e=t=n=0,canCellBeActive(e,t)))return{row:e,cell:t,posX:t};var o=gotoRight(e,t,n);if(o)return o;var r=null,i=getDataLengthIncludingAddNew();for(e===i-1&&e--;++e<i;)if(r=findFirstFocusableCell(e),null!==r)return{row:e,cell:r,posX:r};return null}function gotoPrev(e,t,n){if(null==e&&null==t&&(e=getDataLengthIncludingAddNew()-1,t=n=columns.length-1,canCellBeActive(e,t)))return{row:e,cell:t,posX:t};for(var o,r;!o&&!(o=gotoLeft(e,t,n));){if(--e<0)return null;t=0,r=findLastFocusableCell(e),null!==r&&(o={row:e,cell:r,posX:r})}return o}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 navigate(e){if(!options.enableCellNavigation)return!1;if(!activeCellNode&&\"prev\"!=e&&\"next\"!=e)return!1;if(!getEditorLock().commitCurrentEdit())return!0;setFocus();var t={up:-1,down:1,left:-1,right:1,prev:-1,next:1};tabbingDirection=t[e];var n={up:gotoUp,down:gotoDown,left:gotoLeft,right:gotoRight,prev:gotoPrev,next:gotoNext},o=n[e],r=o(activeRow,activeCell,activePosX);if(r){var i=r.row==getDataLength();return scrollCellIntoView(r.row,r.cell,!i),setActiveCellInternal(getCellNode(r.row,r.cell)),activePosX=r.posX,!0}return setActiveCellInternal(getCellNode(activeRow,activeCell)),!1}function getCellNode(e,t){return rowsCache[e]?(ensureCellNodesInRowsCache(e),rowsCache[e].cellNodesByColumnIdx[t]):null}function setActiveCell(e,t,n,o,r){initialized&&(e>getDataLength()||e<0||t>=columns.length||t<0||options.enableCellNavigation&&(scrollCellIntoView(e,t,!1),\n",
       "      setActiveCellInternal(getCellNode(e,t),n,o,r)))}function canCellBeActive(e,t){if(!options.enableCellNavigation||e>=getDataLengthIncludingAddNew()||e<0||t>=columns.length||t<0)return!1;var n=data.getItemMetadata&&data.getItemMetadata(e);if(n&&\"boolean\"==typeof n.focusable)return n.focusable;var o=n&&n.columns;return o&&o[columns[t].id]&&\"boolean\"==typeof o[columns[t].id].focusable?o[columns[t].id].focusable:o&&o[t]&&\"boolean\"==typeof o[t].focusable?o[t].focusable:columns[t].focusable}function canCellBeSelected(e,t){if(e>=getDataLength()||e<0||t>=columns.length||t<0)return!1;var n=data.getItemMetadata&&data.getItemMetadata(e);if(n&&\"boolean\"==typeof n.selectable)return n.selectable;var o=n&&n.columns&&(n.columns[columns[t].id]||n.columns[t]);return o&&\"boolean\"==typeof o.selectable?o.selectable:columns[t].selectable}function gotoCell(e,t,n){if(initialized&&canCellBeActive(e,t)&&getEditorLock().commitCurrentEdit()){scrollCellIntoView(e,t,!1);var o=getCellNode(e,t);setActiveCellInternal(o,n||e===getDataLength()||options.autoEdit),currentEditor||setFocus()}}function commitCurrentEdit(){var e=getDataItem(activeRow),t=columns[activeCell];if(currentEditor){if(currentEditor.isValueChanged()){var n=currentEditor.validate();if(n.valid){if(activeRow<getDataLength()){var o={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:activeRow,cell:activeCell,item:e,grid:self})},undo:function(){this.editor.applyValue(e,this.prevSerializedValue),updateRow(this.row),trigger(self.onCellChange,{row:activeRow,cell:activeCell,item:e,grid:self})}};options.editCommandHandler?(makeActiveCellNormal(),options.editCommandHandler(e,t,o)):(o.execute(),makeActiveCellNormal())}else{var r={};currentEditor.applyValue(r,currentEditor.serializeValue()),makeActiveCellNormal(),trigger(self.onAddNewRow,{item:r,column:t,grid:self})}return!getEditorLock().isActive()}return $(activeCellNode).removeClass(\"invalid\"),$(activeCellNode).width(),$(activeCellNode).addClass(\"invalid\"),trigger(self.onValidationError,{editor:currentEditor,cellNode:activeCellNode,validationResults:n,row:activeRow,cell:activeCell,column:t,grid:self}),currentEditor.focus(),!1}makeActiveCellNormal()}return!0}function cancelCurrentEdit(){return makeActiveCellNormal(),!0}function rowsToRanges(e){for(var t=[],n=columns.length-1,o=0;o<e.length;o++)t.push(new Slick.Range(e[o],0,e[o],n));return t}function getSelectedRows(){if(!selectionModel)throw new Error(\"Selection model is not set\");return selectedRows}function setSelectedRows(e){if(!selectionModel)throw new Error(\"Selection model is not set\");selectionModel.setSelectedRanges(rowsToRanges(e))}$.fn.drag||require(407),$.fn.drop||require(408);var defaults={explicitInitialization:!1,rowHeight:25,defaultColumnWidth:80,enableAddRow:!1,leaveSpaceForNewRows:!1,editable:!1,autoEdit:!0,enableCellNavigation:!0,enableColumnReorder:!0,asyncEditorLoading:!1,asyncEditorLoadDelay:100,forceFitColumns:!1,enableAsyncPostRender:!1,asyncPostRenderDelay:50,enableAsyncPostRenderCleanup:!1,asyncPostRenderCleanupDelay:40,autoHeight:!1,editorLock:Slick.GlobalEditorLock,showHeaderRow:!1,headerRowHeight:25,createFooterRow:!1,showFooterRow:!1,footerRowHeight:25,createPreHeaderPanel:!1,showPreHeaderPanel:!1,preHeaderPanelHeight:25,showTopPanel:!1,topPanelHeight:25,formatterFactory:null,editorFactory:null,cellFlashingCssClass:\"flashing\",selectedCellCssClass:\"selected\",multiSelect:!0,enableTextSelectionOnCells:!1,dataItemColumnValueExtractor:null,fullWidthRows:!1,multiColumnSort:!1,numberedMultiColumnSort:!1,tristateMultiColumnSort:!1,defaultFormatter:defaultFormatter,forceSyncScrolling:!1,addNewRowCssClass:\"new-row\",preserveCopiedSelectionOnPaste:!1,showCellSelection:!0},columnDefaults={name:\"\",resizable:!0,sortable:!1,minWidth:30,rerenderOnResize:!1,headerCssClass:null,defaultSortAsc:!0,focusable:!0,selectable:!0},th,h,ph,n,cj,page=0,offset=0,vScrollDir=1,initialized=!1,$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,$boundAncestors,stylesheet,columnCssRulesL,columnCssRulesR,viewportH,viewportW,canvasWidth,viewportHasHScroll,viewportHasVScroll,headerColumnWidthDiff=0,headerColumnHeightDiff=0,cellWidthDiff=0,cellHeightDiff=0,jQueryNewWidthBehaviour=!1,absoluteColumnMinWidth,sortIndicatorCssClass=\"slick-sort-indicator\",tabbingDirection=1,activePosX,activeRow,activeCell,activeCellNode=null,currentEditor=null,serializedEditorValue,editController,rowsCache={},renderedRows=0,numVisibleRows,prevScrollTop=0,scrollTop=0,lastRenderedScrollTop=0,lastRenderedScrollLeft=0,prevScrollLeft=0,scrollLeft=0,selectionModel,selectedRows=[],plugins=[],cellCssClasses={},columnsById={},sortColumns=[],columnPosLeft=[],columnPosRight=[],pagingActive=!1,pagingIsLastPage=!1,h_editorLoader=null,h_render=null,h_postrender=null,h_postrenderCleanup=null,postProcessedRows={},postProcessToRow=null,postProcessFromRow=null,postProcessedCleanupQueue=[],postProcessgroupId=0,counter_rows_rendered=0,counter_rows_removed=0,rowNodeFromLastMouseWheelEvent,zombieRowNodeFromLastMouseWheelEvent,zombieRowCacheFromLastMouseWheelEvent,zombieRowPostProcessedFromLastMouseWheelEvent,cssShow={position:\"absolute\",visibility:\"hidden\",display:\"block\"},$hiddenParents,oldProps=[];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:\"2.3.4\",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,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,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,gotoCell:gotoCell,getTopPanel:getTopPanel,setTopPanelVisibility:setTopPanelVisibility,getPreHeaderPanel:getPreHeaderPanel,setPreHeaderPanelVisibility:setPreHeaderPanelVisibility,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()}/**\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(413),Slick=require(411),scrollbarDimensions,maxSupportedCssHeight;module.exports={Grid:SlickGrid}},413:function(e,t,n){var o=e(406);t.exports=o},414:function(e,t,n){\"use strict\";function o(e,t,n){return i(e,t,n)}var r=e(415),i=r.template;o._=r,t.exports=o,\"function\"==typeof define&&define.amd?define(function(){return o}):\"undefined\"==typeof window&&\"undefined\"==typeof navigator||(window.UnderscoreTemplate=o)},415:function(e,t,n){\"use strict\";\n",
       "      //     (c) 2009-2013 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors\n",
       "      //     Underscore may be freely distributed under the MIT license.\n",
       "      var o={},r=Array.prototype,i=Object.prototype,l=r.slice,s=i.toString,a=i.hasOwnProperty,u=r.forEach,c=Object.keys,d=Array.isArray,p=function(){},f=p.each=p.forEach=function(e,t,n){if(null!=e)if(u&&e.forEach===u)e.forEach(t,n);else if(e.length===+e.length){for(var r=0,i=e.length;r<i;r++)if(t.call(n,e[r],r,e)===o)return}else for(var l=p.keys(e),r=0,i=l.length;r<i;r++)if(t.call(n,e[l[r]],l[r],e)===o)return};p.keys=c||function(e){if(e!==Object(e))throw new TypeError(\"Invalid object\");var t=[];for(var n in e)p.has(e,n)&&t.push(n);return t},p.defaults=function(e){return f(l.call(arguments,1),function(t){if(t)for(var n in t)void 0===e[n]&&(e[n]=t[n])}),e},p.isArray=d||function(e){return\"[object Array]\"===s.call(e)},p.has=function(e,t){if(!p.isArray(t))return null!=e&&a.call(e,t);for(var n=t.length,o=0;o<n;o++){var r=t[o];if(null==e||!a.call(e,r))return!1;e=e[r]}return!!n};var h={escape:{\"&\":\"&amp;\",\"<\":\"&lt;\",\">\":\"&gt;\",'\"':\"&quot;\",\"'\":\"&#x27;\"}},g={escape:new RegExp(\"[\"+p.keys(h.escape).join(\"\")+\"]\",\"g\")};p.each([\"escape\"],function(e){p[e]=function(t){return null==t?\"\":(\"\"+t).replace(g[e],function(t){return h[e][t]})}}),p.templateSettings={evaluate:/<%([\\s\\S]+?)%>/g,interpolate:/<%=([\\s\\S]+?)%>/g,escape:/<%-([\\s\\S]+?)%>/g};var m=/(.)^/,v={\"'\":\"'\",\"\\\\\":\"\\\\\",\"\\r\":\"r\",\"\\n\":\"n\",\"\\t\":\"t\",\"\\u2028\":\"u2028\",\"\\u2029\":\"u2029\"},w=/\\\\|'|\\r|\\n|\\t|\\u2028|\\u2029/g;p.template=function(e,t,n){var o;n=p.defaults({},n,p.templateSettings);var r=new RegExp([(n.escape||m).source,(n.interpolate||m).source,(n.evaluate||m).source].join(\"|\")+\"|$\",\"g\"),i=0,l=\"__p+='\";e.replace(r,function(t,n,o,r,s){return l+=e.slice(i,s).replace(w,function(e){return\"\\\\\"+v[e]}),n&&(l+=\"'+\\n((__t=(\"+n+\"))==null?'':_.escape(__t))+\\n'\"),o&&(l+=\"'+\\n((__t=(\"+o+\"))==null?'':__t)+\\n'\"),r&&(l+=\"';\\n\"+r+\"\\n__p+='\"),i=s+t.length,t}),l+=\"';\\n\",n.variable||(l=\"with(obj||{}){\\n\"+l+\"}\\n\"),l=\"var __t,__p='',__j=Array.prototype.join,print=function(){__p+=__j.call(arguments,'');};\\n\"+l+\"return __p;\\n\";try{o=new Function(n.variable||\"obj\",\"_\",l)}catch(s){throw s.source=l,s}if(t)return o(t,p);var a=function(e){return o.call(this,e,p)};return a.source=\"function(\"+(n.variable||\"obj\")+\"){\\n\"+l+\"}\",a},t.exports=p}},{\"models/widgets/tables/cell_editors\":398,\"models/widgets/tables/cell_formatters\":399,\"models/widgets/tables/data_table\":400,\"models/widgets/tables/index\":401,\"models/widgets/tables/main\":402,\"models/widgets/tables/table_column\":403,\"models/widgets/tables/table_widget\":404,\"models/widgets/widget\":405},402)});/*!\n",
       "      Copyright (c) 2012, Anaconda, Inc.\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",
       "      \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",
       "      !function(t,e){e(t.Bokeh)}(this,function(t){return function(e,n,a){if(null!=t)return t.register_plugin(e,n,a);throw new Error(\"Cannot find Bokeh. You have to load it prior to loading plugins.\")}({416:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var a=t(24);n.BaseGLGlyph=function(){function t(t,e){this.gl=t,this.glyph=e,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.init()}return t.prototype.GLYPH=\"\",t.prototype.VERT=\"\",t.prototype.FRAG=\"\",t.prototype.set_data_changed=function(t){return t!==this.nvertices&&(this.nvertices=t,this.size_changed=!0),this.data_changed=!0},t.prototype.set_visuals_changed=function(){return this.visuals_changed=!0},t.prototype.render=function(t,e,n){var a,s,r,i,o,l,_,h,c,u;return 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0!==t[e].spec.value},n.attach_float=function(t,e,a,s,r,i){var o;return r.doit?n.visual_prop_is_singular(r,i)?(e.used=!1,t.set_attribute(a,\"float\",r[i].value())):(e.used=!0,o=new Float32Array(r.cache[i+\"_array\"]),e.set_size(4*s),e.set_data(0,o),t.set_attribute(a,\"float\",e)):(e.used=!1,t.set_attribute(a,\"float\",[0]))},n.attach_color=function(t,e,s,r,i,o){var l,_,h,c,u,f,d,p,g,v,y,m,x;if(v=4,c=o+\"_color\",_=o+\"_alpha\",i.doit){if(n.visual_prop_is_singular(i,c)&&n.visual_prop_is_singular(i,_))return e.used=!1,x=a.color2rgba(i[c].value(),i[_].value()),t.set_attribute(s,\"vec4\",x);for(e.used=!0,u=n.visual_prop_is_singular(i,c)?function(){var t,e,n;for(n=[],f=t=0,e=r;0<=e?t<e:t>e;f=0<=e?++t:--t)n.push(i[c].value());return n}():i.cache[c+\"_array\"],h=n.visual_prop_is_singular(i,_)?n.fill_array_with_float(r,i[_].value()):i.cache[_+\"_array\"],l=new Float32Array(r*v),f=p=0,y=r;0<=y?p<y:p>y;f=0<=y?++p:--p)for(x=a.color2rgba(u[f],h[f]),d=g=0,m=v;0<=m?g<m:g>m;d=0<=m?++g:--g)l[f*v+d]=x[d];return e.set_size(r*v*4),e.set_data(0,l),t.set_attribute(s,\"vec4\",e)}return e.used=!1,t.set_attribute(s,\"vec4\",[0,0,0,0])}},417:function(t,e,n){\"use strict\";var a,s,r,i,o,l,_,h,c,u,f=function(t,e){return Array.isArray(t)&&Array.isArray(e)?t.concat(e):t+e},d=function(t){for(var e=0;e<t.length;e++)if(!m(t[e]))return!1;return!0},p=function(t,e){if(null==e);else{if(Array.isArray(e)){for(var n=0;n<e.length;n++)if(g(t,e[n]))return!0;return!1}if(e.constructor===Object){for(var a in e)if(t==a)return!0;return!1}if(e.constructor==String)return e.indexOf(t)>=0}var s=Error(\"Not a container: \"+e);throw s.name=\"TypeError\",s},g=function R(t,e){if(null==t||null==e);else{if(Array.isArray(t)&&Array.isArray(e)){for(var n=0,a=t.length==e.length;a&&n<t.length;)a=R(t[n],e[n]),n+=1;return a}if(t.constructor===Object&&e.constructor===Object){var 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0===e?\"periodic check\":e,r=[];;){if(a=t.getError(),g(a,t.NO_ERROR)||m(r)&&g(a,r[r.length-1]))break;x.call(r,a)}if(r.length){for(i=\"\",o=r,\"object\"!=typeof o||Array.isArray(o)||(o=Object.keys(o)),l=0;l<o.length;l+=1)n=o[l],i=f(i,n);throw s=new Error(\"RuntimeError:\"+(\"OpenGL got errors (\"+e+\"): \"+i)),s.name=\"RuntimeError\",s}return null},s=function(){v(this,arguments)},s.prototype._base_class=Object,s.prototype._class_name=\"GlooObject\",s.prototype.__init__=function(t){if(this._gl=t,this.handle=null,this._create(),null===this.handle)throw\"AssertionError: this.handle !== null\";return null},s.prototype._create=function(){var t;throw t=new Error(\"NotImplementedError:\"),t.name=\"NotImplementedError\",t},i=function(){v(this,arguments)},i.prototype=Object.create(s.prototype),i.prototype._base_class=s.prototype,i.prototype._class_name=\"Program\",i.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\"},i.prototype.ATYPEMAP={\"float\":\"vertexAttrib1f\",vec2:\"vertexAttrib2f\",vec3:\"vertexAttrib3f\",vec4:\"vertexAttrib4f\"},i.prototype.ATYPEINFO={\"float\":[1,5126],vec2:[2,5126],vec3:[3,5126],vec4:[4,5126]},i.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},i.prototype[\"delete\"]=function(){return this._gl.deleteProgram(this.handle),null},i.prototype.activate=function(){return this._gl.useProgram(this.handle),null},i.prototype.deactivate=function(){return this._gl.useProgram(0),null},i.prototype.set_shaders=function(t,e){var n,a,s,r,i,o,l,_,h,c,u,d,p;for(o=this._gl,this._linked=!1,p=o.createShader(o.VERTEX_SHADER),i=o.createShader(o.FRAGMENT_SHADER),u=[[t,p,\"vertex\"],[e,i,\"fragment\"]],_=0;_<2;_+=1)if(c=u[_],n=c[0],l=c[1],d=c[2],o.shaderSource(l,n),o.compileShader(l),h=o.getShaderParameter(l,o.COMPILE_STATUS),!m(h))throw r=o.getShaderInfoLog(l),s=new Error(\"RuntimeError:\"+f(\"errors in \"+d+\" shader:\\n\",r)),s.name=\"RuntimeError\",s;if(o.attachShader(this.handle,p),o.attachShader(this.handle,i),o.linkProgram(this.handle),!m(o.getProgramParameter(this.handle,o.LINK_STATUS)))throw a=new Error(\"RuntimeError:Program link error:\\n\"+o.getProgramInfoLog(this.handle)),a.name=\"RuntimeError\",a;return this._unset_variables=this._get_active_attributes_and_uniforms(),o.detachShader(this.handle,p),o.detachShader(this.handle,i),o.deleteShader(p),o.deleteShader(i),this._known_invalid=[],this._linked=!0,null},i.prototype._get_active_attributes_and_uniforms=function(){var t,e,n,a,s,r,i,o,l,_,h,c,u,d,p,g,v,y,b;for(o=this._gl,this.locations={},d=new window.RegExp(\"(\\\\w+)\\\\s*(\\\\[(\\\\d+)\\\\])\\\\s*\"),s=o.getProgramParameter(this.handle,o.ACTIVE_UNIFORMS),e=o.getProgramParameter(this.handle,o.ACTIVE_ATTRIBUTES),t=[],y=[],g=[[t,e,o.getActiveAttrib,o.getAttribLocation],[y,s,o.getActiveUniform,o.getUniformLocation]],\"object\"!=typeof g||Array.isArray(g)||(g=Object.keys(g)),v=0;v<g.length;v+=1)for(b=g[v],p=b,n=p[0],a=p[1],r=p[2],i=p[3],l=0;l<a;l+=1){if(_=r.call(o,this.handle,l),u=_.name,c=u.match(d),m(c))for(u=c[1],h=0;h<_.size;h+=1)x.call(n,[\"\"+u+\"[\"+h+\"]\",_.type]);else x.call(n,[u,_.type]);this.locations[u]=i.call(o,this.handle,u)}return f(function(){var e,n,a,s=[];for(n=t,\"object\"!=typeof n||Array.isArray(n)||(n=Object.keys(n)),a=0;a<n.length;a++)e=n[a],s.push(e[0]);return s}.apply(this),function(){var t,e,n,a=[];for(e=y,\"object\"!=typeof e||Array.isArray(e)||(e=Object.keys(e)),n=0;n<e.length;n++)t=e[n],a.push(t[0]);return a}.apply(this))},i.prototype.set_texture=function(t,e){var n,a,s;if(!m(this._linked))throw n=new Error(\"RuntimeError:Cannot set uniform when program has no code\"),n.name=\"RuntimeError\",n;return a=b.call(this.locations,t,-1),m(a<0)?(p(t,this._known_invalid)||(x.call(this._known_invalid,t),u.log(\"Variable \"+t+\" is not an active texture\")),null):(p(t,this._unset_variables)&&A.call(this._unset_variables,t),this.activate(),s=w.call(this._samplers).length,p(t,this._samplers)&&(s=this._samplers[t][this._samplers[t].length-1]),this._samplers[t]=[e._target,e.handle,s],this._gl.uniform1i(a,s),null)},i.prototype.set_uniform=function(t,e,n){var a,s,r,i,o,l,_;if(!m(this._linked))throw r=new Error(\"RuntimeError:Cannot set uniform when program has no code\"),r.name=\"RuntimeError\",r;if(o=b.call(this.locations,t,-1),m(o<0))return p(t,this._known_invalid)||(x.call(this._known_invalid,t),u.log(\"Variable \"+t+\" is not an active uniform\")),null;if(p(t,this._unset_variables)&&A.call(this._unset_variables,t),s=1,z.call(e,\"mat\")||(a=b.call({\"int\":\"float\",bool:\"float\"},e,P.call(e,\"ib\")),s=Math.floor(n.length/this.ATYPEINFO[a][0])),m(s>1))for(l=0;l<s;l+=1)p(\"\"+t+\"[\"+l+\"]\",this._unset_variables)&&(_=\"\"+t+\"[\"+l+\"]\",p(_,this._unset_variables)&&A.call(this._unset_variables,_));return i=this.UTYPEMAP[e],this.activate(),z.call(e,\"mat\")?this._gl[i](o,!1,n):this._gl[i](o,n),null},i.prototype.set_attribute=function(t,e,n,a,s){var r,i,o,l,h,c,f,d;if(a=void 0===a?0:a,s=void 0===s?0:s,!m(this._linked))throw i=new Error(\"RuntimeError:Cannot set attribute when program has no code\"),i.name=\"RuntimeError\",i;return c=n instanceof _,h=b.call(this.locations,t,-1),m(h<0)?(p(t,this._known_invalid)||(x.call(this._known_invalid,t),m(c)&&m(s>0)||u.log(\"Variable \"+t+\" is not an active attribute\")),null):(p(t,this._unset_variables)&&A.call(this._unset_variables,t),this.activate(),m(c)?(d=this.ATYPEINFO[e],f=d[0],l=d[1],o=\"vertexAttribPointer\",r=[f,l,this._gl.FALSE,a,s],this._attributes[t]=[n.handle,h,o,r]):(o=this.ATYPEMAP[e],this._attributes[t]=[0,h,o,n]),null)},i.prototype._pre_draw=function(){var t,e,n,a,s,r,i,o,l,_,h,c;this.activate(),i=this._samplers;for(c in i)i.hasOwnProperty(c)&&(c=i[c],r=c,l=r[0],o=r[1],_=r[2],this._gl.activeTexture(f(this._gl.TEXTURE0,_)),this._gl.bindTexture(l,o));s=this._attributes;for(c in s)s.hasOwnProperty(c)&&(c=s[c],a=c,h=a[0],e=a[1],n=a[2],t=a[3],m(h)?(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,h),this._gl.enableVertexAttribArray(e),this._gl[n].apply(this._gl,[].concat([e],t))):(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,null),this._gl.disableVertexAttribArray(e),this._gl[n].apply(this._gl,[].concat([e],t))));return m(this._validated)||(this._validated=!0,this._validate()),null},i.prototype._validate=function(){var t;if(this._unset_variables.length&&u.log(\"Program has unset variables: \"+this._unset_variables),this._gl.validateProgram(this.handle),!m(this._gl.getProgramParameter(this.handle,this._gl.VALIDATE_STATUS)))throw u.log(this._gl.getProgramInfoLog(this.handle)),t=new Error(\"RuntimeError:Program validation error\"),t.name=\"RuntimeError\",t;return null},i.prototype.draw=function(t,e){var n,a,s,i,o;if(!m(this._linked))throw a=new Error(\"RuntimeError:Cannot draw program if code has not been set\"),a.name=\"RuntimeError\",a;return c(this._gl,\"before draw\"),m(e instanceof r)?(this._pre_draw(),e.activate(),n=e._buffer_size/2,i=this._gl.UNSIGNED_SHORT,this._gl.drawElements(t,n,i,0),e.deactivate()):(o=e,s=o[0],n=o[1],m(n)&&(this._pre_draw(),this._gl.drawArrays(t,s,n))),c(this._gl,\"after draw\"),null},a=function(){v(this,arguments)},a.prototype=Object.create(s.prototype),a.prototype._base_class=s.prototype,a.prototype._class_name=\"Buffer\",a.prototype._target=null,a.prototype._usage=35048,a.prototype._create=function(){return this.handle=this._gl.createBuffer(),this._buffer_size=0,null},a.prototype[\"delete\"]=function(){return this._gl.deleteBuffer(this.handle),null},a.prototype.activate=function(){return this._gl.bindBuffer(this._target,this.handle),null},a.prototype.deactivate=function(){return this._gl.bindBuffer(this._target,null),null},a.prototype.set_size=function(t){return g(t,this._buffer_size)||(this.activate(),this._gl.bufferData(this._target,t,this._usage),this._buffer_size=t),null},a.prototype.set_data=function(t,e){return this.activate(),this._gl.bufferSubData(this._target,t,e),null},_=function(){v(this,arguments)},_.prototype=Object.create(a.prototype),_.prototype._base_class=a.prototype,_.prototype._class_name=\"VertexBuffer\",_.prototype._target=34962,r=function(){v(this,arguments)},r.prototype=Object.create(a.prototype),r.prototype._base_class=a.prototype,r.prototype._class_name=\"IndexBuffer\",r.prototype._target=34963,o=function(){v(this,arguments)},o.prototype=Object.create(s.prototype),o.prototype._base_class=s.prototype,o.prototype._class_name=\"Texture2D\",o.prototype._target=3553,o.prototype._types={Int8Array:5120,Uint8Array:5121,Int16Array:5122,Uint16Array:5123,Int32Array:5124,Uint32Array:5125,Float32Array:5126},o.prototype._create=function(){return this.handle=this._gl.createTexture(),this._shape_format=null,null},o.prototype[\"delete\"]=function(){return this._gl.deleteTexture(this.handle),null},o.prototype.activate=function(){return this._gl.bindTexture(this._target,this.handle),null},o.prototype.deactivate=function(){return this._gl.bindTexture(this._target,0),null},o.prototype._get_alignment=function(t){var e,n,a,s;for(n=[4,8,2,1],a=n,\"object\"!=typeof a||Array.isArray(a)||(a=Object.keys(a)),s=0;s<a.length;s+=1)if(e=a[s],g(t%e,0))return e;return null},o.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},o.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},o.prototype.set_size=function(t,e){var n,a,s;return a=t,n=a[0],s=a[1],g([n,s,e],this._shape_format)||(this._shape_format=[n,s,e],this.activate(),this._gl.texImage2D(this._target,0,e,s,n,0,e,this._gl.UNSIGNED_BYTE,null)),this.u_shape=[n,s],null},o.prototype.set_data=function(t,e,n){var a,s,r,i,o,l,_,h,c,u,f;if(g(e.length,2)&&(e=[e[0],e[1],1]),this.activate(),i=this._shape_format[2],_=e,l=_[0],c=_[1],a=_[2],h=t,f=h[0],u=h[1],o=b.call(this._types,n.constructor.name,null),null===o)throw r=new Error(\"ValueError:\"+(\"Type \"+n.constructor.name+\" not allowed for texture\")),r.name=\"ValueError\",r;return s=this._get_alignment(y(e[e.length-2],e[e.length-1])),g(s,4)||this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,s),this._gl.texSubImage2D(this._target,0,u,f,c,l,i,o,n),g(s,4)||this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,4),null},l=function(){v(this,arguments)},l.prototype=Object.create(o.prototype),l.prototype._base_class=o.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,n,a,s;if(n=this._gl.getParameter(this._gl.MAX_TEXTURE_SIZE),s=Math.floor(n/t[1]),s=Math.min(s,t[0]),a=window.Math.ceil(t[0]/s),m(y(a,t[2])>n))throw e=new Error(\"RuntimeError:\"+(\"Cannot fit 3D data with shape \"+t+\" onto simulated 2D texture.\")),e.name=\"RuntimeError\",e;return[s,a]},l.prototype.set_size=function(t,e){var n,a,s,r;return r=this._get_tile_info(t),a=r[0],n=r[1],s=[y(t[1],a),y(t[2],n)],l.prototype._base_class.set_size.call(this,s,e),this.u_shape=[t[0],t[1],t[2]],this.u_tiles=[n,a],null},l.prototype.set_data=function(t,e,n){var a,s,r,i,o,_,h,c,u,f,p,v,m;if(g(e.length,3)&&(e=[e[0],e[1],e[2],1]),!d(function(){var e,n,a,s=[];for(n=t,\"object\"!=typeof n||Array.isArray(n)||(n=Object.keys(n)),a=0;a<n.length;a++)e=n[a],s.push(g(e,0));return s}.apply(this)))throw i=new Error(\"ValueError:Texture3DLike does not support nonzero offset (for now)\"),i.name=\"ValueError\",i;if(u=this._get_tile_info(e),_=u[0],o=u[1],c=[y(e[1],_),y(e[2],o),e[3]],g(o,1))l.prototype._base_class.set_data.call(this,[0,0],c,n);else for(a=n.constructor,m=new a(y(y(c[0],c[1]),c[2])),l.prototype._base_class.set_data.call(this,[0,0],c,m),v=0;v<e[0];v+=1)f=[Math.floor(v/o),v%o],h=f[0],s=f[1],r=Math.floor(n.length/e[0]),p=n.slice(y(v,r),y(v+1,r)),l.prototype._base_class.set_data.call(this,[y(h,e[1]),y(s,e[2])],e.slice(1),p);return null},e.exports={Buffer:a,GlooObject:s,IndexBuffer:r,Program:i,Texture2D:o,Texture3DLike:l,VertexBuffer:_,check_error:c,console:u}},418:function(t,e,n){\"use strict\";/*\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.coffee\n",
       "      - plot.coffee\n",
       "      - glyph.coffee\n",
       "      - glyph_renderer.coffee\n",
       "      */\n",
       "      Object.defineProperty(n,\"__esModule\",{value:!0});var a=t(357);a.__exportStar(t(419),n),a.__exportStar(t(421),n)},419:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var a,s=function(t,e){function n(){this.constructor=t}for(var a in e)r.call(e,a)&&(t[a]=e[a]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},r={}.hasOwnProperty,i=t(417),o=t(416),l=t(24);a=function(){function t(t){this._atlas={},this._index=0,this._width=256,this._height=256,this.tex=new i.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,n,a,s,r,i;return a=t.join(\"-\"),n=this._atlas[a],void 0===n&&(r=this.make_pattern(t),e=r[0],s=r[1],this.tex.set_data([this._index,0],[1,this._width],new Uint8Array(function(){var t,n,a;for(a=[],t=0,n=e.length;t<n;t++)i=e[t],a.push(i+10);return a}())),this._atlas[a]=[this._index/this._height,s],this._index+=1),this._atlas[a]},t.prototype.make_pattern=function(t){var e,n,a,s,r,i,o,l,_,h,c,u,f,d,p,g,v,y,m,x,b,w,P,A,E;for(t.length>1&&t.length%2&&(t=t.concat(t)),g=0,u=0,f=t.length;u<f;u++)w=t[u],g+=w;for(e=[],r=0,_=p=0,m=t.length+2;p<m;_=p+=2)a=Math.max(1e-4,t[_%t.length]),s=Math.max(1e-4,t[(_+1)%t.length]),e.push.apply(e,[r,r+a]),r+=a+s;for(d=this._width,n=new Float32Array(4*d),_=v=0,x=d;0<=x?v<x:v>x;_=0<=x?++v:--v){for(E=g*_/(d-1),h=0,A=1e16,c=y=0,b=e.length;0<=b?y<b:y>b;c=0<=b?++y:--y)P=Math.abs(e[c]-E),P<A&&(h=c,A=P);h%2===0?(l=E<=e[h]?1:0,o=e[h],i=e[h+1]):(l=E>e[h]?-1:0,o=e[h-1],i=e[h]),n[4*_+0]=e[h],n[4*_+1]=l,n[4*_+2]=o,n[4*_+3]=i}return[n,g]},t}(),n.LineGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"line\",e.prototype.JOINS={miter:0,round:1,bevel:2},e.prototype.CAPS={\"\":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},e.prototype.VERT=\"precision 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\",e.prototype.FRAG_=\"// Fragment shader that can be convenient during debugging to show the line skeleton.\\nprecision mediump float;\\nuniform vec4  u_color;\\nvoid main () {\\n  gl_FragColor = u_color;\\n}\",e.prototype.FRAG=\"precision 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}\",e.prototype.init=function(){var t;return t=this.gl,this._scale_aspect=0,this.prog=new i.Program(t),this.prog.set_shaders(this.VERT,this.FRAG),this.index_buffer=new i.IndexBuffer(t),this.vbo_position=new i.VertexBuffer(t),this.vbo_tangents=new i.VertexBuffer(t),this.vbo_segment=new i.VertexBuffer(t),this.vbo_angles=new i.VertexBuffer(t),this.vbo_texcoord=new i.VertexBuffer(t),this.dash_atlas=new a(t)},e.prototype.draw=function(t,e,n){var a,s,r,i,o,l,_,h,c,u,f,d,p,g,v,y,m,x,b,w;if(_=e.glglyph,_.data_changed){if(!isFinite(n.dx)||!isFinite(n.dy))return;_._baked_offset=[n.dx,n.dy],_._set_data(),_.data_changed=!1}if(this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),m=n.sx,x=n.sy,y=Math.sqrt(m*m+x*x),m/=y,x/=y,Math.abs(this._scale_aspect-x/m)>Math.abs(.001*this._scale_aspect)&&(_._update_scale(m,x),this._scale_aspect=x/m),this.prog.set_attribute(\"a_position\",\"vec2\",_.vbo_position),this.prog.set_attribute(\"a_tangents\",\"vec4\",_.vbo_tangents),this.prog.set_attribute(\"a_segment\",\"vec2\",_.vbo_segment),this.prog.set_attribute(\"a_angles\",\"vec2\",_.vbo_angles),this.prog.set_attribute(\"a_texcoord\",\"vec2\",_.vbo_texcoord),this.prog.set_uniform(\"u_length\",\"float\",[_.cumsum]),this.prog.set_texture(\"u_dash_atlas\",this.dash_atlas.tex),a=_._baked_offset,this.prog.set_uniform(\"u_pixel_ratio\",\"float\",[n.pixel_ratio]),this.prog.set_uniform(\"u_canvas_size\",\"vec2\",[n.width,n.height]),this.prog.set_uniform(\"u_offset\",\"vec2\",[n.dx-a[0],n.dy-a[1]]),this.prog.set_uniform(\"u_scale_aspect\",\"vec2\",[m,x]),this.prog.set_uniform(\"u_scale_length\",\"float\",[y]),this.I_triangles=_.I_triangles,this.I_triangles.length<65535)return 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);for(t=this.I_triangles,h=this.I_triangles.length,i=64008,r=[],o=l=0,d=Math.ceil(h/i);0<=d?l<d:l>d;o=0<=d?++l:--l)r.push([]);for(o=u=0,p=t.length;0<=p?u<p:u>p;o=0<=p?++u:--u)w=t[o]%i,s=Math.floor(t[o]/i),r[s].push(w);for(v=[],s=f=0,g=r.length;0<=g?f<g:f>g;s=0<=g?++f:--f)b=new Uint16Array(r[s]),c=s*i*4,0!==b.length&&(this.prog.set_attribute(\"a_position\",\"vec2\",_.vbo_position,0,2*c),this.prog.set_attribute(\"a_tangents\",\"vec4\",_.vbo_tangents,0,4*c),this.prog.set_attribute(\"a_segment\",\"vec2\",_.vbo_segment,0,2*c),this.prog.set_attribute(\"a_angles\",\"vec2\",_.vbo_angles,0,2*c),this.prog.set_attribute(\"a_texcoord\",\"vec2\",_.vbo_texcoord,0,2*c),this.index_buffer.set_size(2*b.length),this.index_buffer.set_data(0,b),v.push(this.prog.draw(this.gl.TRIANGLES,this.index_buffer)));return v},e.prototype._set_data=function(){return 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,n,a,s,r,i;return e=l.color2rgba(this.glyph.visuals.line.line_color.value(),this.glyph.visuals.line.line_alpha.value()),t=this.CAPS[this.glyph.visuals.line.line_cap.value()],r=this.JOINS[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\",[t,t]),this.prog.set_uniform(\"u_linejoin\",\"float\",[r]),this.prog.set_uniform(\"u_miter_limit\",\"float\",[10]),a=this.glyph.visuals.line.line_dash.value(),n=0,s=1,a.length&&(i=this.dash_atlas.get_atlas_data(a),n=i[0],s=i[1]),this.prog.set_uniform(\"u_dash_index\",\"float\",[n]),this.prog.set_uniform(\"u_dash_phase\",\"float\",[this.glyph.visuals.line.line_dash_offset.value()]),this.prog.set_uniform(\"u_dash_period\",\"float\",[s]),this.prog.set_uniform(\"u_dash_caps\",\"vec2\",[t,t]),this.prog.set_uniform(\"u_closed\",\"float\",[0])},e.prototype._bake=function(){var t,e,n,a,s,r,i,o,l,_,h,c,u,f,d,p,g,v,y,m,x,b,w,P,A,E,z,R,q,T,k,S,O,G,M,I,D,L,j,F,C,V;for(b=this.nvertices,f=new Float64Array(this.glyph._x),d=new Float64Array(this.glyph._y),r=c=new Float32Array(2*b),a=new Float32Array(2*b),o=u=new Float32Array(4*b),_=new Float32Array(2*b),p=m=0,R=b;0<=R?m<R:m>R;p=0<=R?++m:--m)r[2*p+0]=f[p]+this._baked_offset[0],r[2*p+1]=d[p]+this._baked_offset[1];for(this.tangents=n=new Float32Array(2*b-2),p=A=0,q=b-1;0<=q?A<q:A>q;p=0<=q?++A:--A)n[2*p+0]=c[2*(p+1)+0]-c[2*p+0],n[2*p+1]=c[2*(p+1)+1]-c[2*p+1];for(p=E=0,T=b-1;0<=T?E<T:E>T;p=0<=T?++E:--E)o[4*(p+1)+0]=n[2*p+0],o[4*(p+1)+1]=n[2*p+1],o[4*p+2]=n[2*p+0],o[4*p+3]=n[2*p+1];for(o[0]=n[0],o[1]=n[1],o[4*(b-1)+2]=n[2*(b-2)+0],o[4*(b-1)+3]=n[2*(b-2)+1],t=new Float32Array(b),p=z=0,k=b;0<=k?z<k:z>k;p=0<=k?++z:--z)t[p]=Math.atan2(u[4*p+0]*u[4*p+3]-u[4*p+1]*u[4*p+2],u[4*p+0]*u[4*p+2]+u[4*p+1]*u[4*p+3]);for(p=D=0,S=b-1;0<=S?D<S:D>S;p=0<=S?++D:--D)a[2*p+0]=t[p],a[2*p+1]=t[p+1];for(x=4*b-4,this.V_position=i=new Float32Array(2*x),this.V_angles=s=new Float32Array(2*x),this.V_tangents=l=new Float32Array(4*x),this.V_texcoord=h=new Float32Array(2*x),P=2,p=L=0,O=b;0<=O?L<O:L>O;p=0<=O?++L:--L)for(v=j=0;j<4;v=++j){for(y=F=0;F<2;y=++F)i[2*(4*p+v-P)+y]=r[2*p+y],s[2*(4*p+v)+y]=a[2*p+y];for(y=C=0;C<4;y=++C)l[4*(4*p+v-P)+y]=o[4*p+y]}for(p=V=0,G=b;0<=G?V<=G:V>=G;p=0<=G?++V:--V)h[2*(4*p+0)+0]=-1,h[2*(4*p+1)+0]=-1,h[2*(4*p+2)+0]=1,h[2*(4*p+3)+0]=1,h[2*(4*p+0)+1]=-1,h[2*(4*p+1)+1]=1,h[2*(4*p+2)+1]=-1,h[2*(4*p+3)+1]=1;for(w=6*(b-1),this.I_triangles=e=new Uint32Array(w),I=[],p=g=0,M=b;0<=M?g<M:g>M;p=0<=M?++g:--g)e[6*p+0]=0+4*p,e[6*p+1]=1+4*p,e[6*p+2]=3+4*p,e[6*p+3]=2+4*p,e[6*p+4]=0+4*p,I.push(e[6*p+5]=3+4*p);return I},e.prototype._update_scale=function(t,e){var n,a,s,r,i,o,l,_,h,c,u,f,d,p,g,v,y,m;for(u=this.nvertices,c=4*u-4,a=this.tangents,n=new Float32Array(u-1),s=new Float32Array(2*u),this.V_segment=r=new Float32Array(2*c),o=h=0,g=u-1;0<=g?h<g:h>g;o=0<=g?++h:--h)n[o]=Math.sqrt(Math.pow(a[2*o+0]*t,2)+Math.pow(a[2*o+1]*e,2));for(i=0,o=f=0,v=u-1;0<=v?f<v:f>v;o=0<=v?++f:--f)i+=n[o],s[2*(o+1)+0]=i,s[2*o+1]=i;for(o=d=0,y=u;0<=y?d<y:d>y;o=0<=y?++d:--d)for(l=p=0;p<4;l=++p)for(_=m=0;m<2;_=++m)r[2*(4*o+l)+_]=s[2*o+_];return this.cumsum=i,this.vbo_segment.set_size(4*this.V_segment.length),this.vbo_segment.set_data(0,this.V_segment)},e}(o.BaseGLGlyph)},420:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0}),t(418)},421:function(t,e,n){\"use strict\";Object.defineProperty(n,\"__esModule\",{value:!0});var a,s=function(t,e){function n(){this.constructor=t}for(var a in e)r.call(e,a)&&(t[a]=e[a]);return n.prototype=e.prototype,t.prototype=new n,t.__super__=e.prototype,t},r={}.hasOwnProperty,i=t(417),o=t(416),l=t(12);a=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.VERT=\"precision 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}\",e.prototype.FRAG=\"precision 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\\nMARKERCODE\\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}\",e.prototype.MARKERCODE=\"<defined in subclasses>\",e.prototype.init=function(){\n",
       "      var t,e;return e=this.gl,t=this.FRAG.replace(/MARKERCODE/,this.MARKERCODE),this.last_trans={},this.prog=new i.Program(e),this.prog.set_shaders(this.VERT,t),this.vbo_x=new i.VertexBuffer(e),this.prog.set_attribute(\"a_x\",\"float\",this.vbo_x),this.vbo_y=new i.VertexBuffer(e),this.prog.set_attribute(\"a_y\",\"float\",this.vbo_y),this.vbo_s=new i.VertexBuffer(e),this.prog.set_attribute(\"a_size\",\"float\",this.vbo_s),this.vbo_a=new i.VertexBuffer(e),this.prog.set_attribute(\"a_angle\",\"float\",this.vbo_a),this.vbo_linewidth=new i.VertexBuffer(e),this.vbo_fg_color=new i.VertexBuffer(e),this.vbo_bg_color=new i.VertexBuffer(e),this.index_buffer=new i.IndexBuffer(e)},e.prototype.draw=function(t,e,n){var a,s,r,i,o,_,h,c,u,f,d,p,g,v,y,m,x,b,w;if(u=e.glglyph,f=u.nvertices,u.data_changed){if(!isFinite(n.dx)||!isFinite(n.dy))return;u._baked_offset=[n.dx,n.dy],u._set_data(f),u.data_changed=!1}else null==this.glyph._radius||n.sx===this.last_trans.sx&&n.sy===this.last_trans.sy||(this.last_trans=n,this.vbo_s.set_data(0,new Float32Array(function(){var t,e,n,a;for(n=this.glyph.sradius,a=[],t=0,e=n.length;t<e;t++)m=n[t],a.push(2*m);return a}.call(this))));if(this.visuals_changed&&(this._set_visuals(f),this.visuals_changed=!1),a=u._baked_offset,this.prog.set_uniform(\"u_pixel_ratio\",\"float\",[n.pixel_ratio]),this.prog.set_uniform(\"u_canvas_size\",\"vec2\",[n.width,n.height]),this.prog.set_uniform(\"u_offset\",\"vec2\",[n.dx-a[0],n.dy-a[1]]),this.prog.set_uniform(\"u_scale\",\"vec2\",[n.sx,n.sy]),this.prog.set_attribute(\"a_x\",\"float\",u.vbo_x),this.prog.set_attribute(\"a_y\",\"float\",u.vbo_y),this.prog.set_attribute(\"a_size\",\"float\",u.vbo_s),this.prog.set_attribute(\"a_angle\",\"float\",u.vbo_a),0!==t.length){if(t.length===f)return this.prog.draw(this.gl.POINTS,[0,f]);if(f<65535)return b=window.navigator.userAgent,b.indexOf(\"MSIE \")+b.indexOf(\"Trident/\")+b.indexOf(\"Edge/\")>0&&l.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);for(i=64e3,r=[],o=_=0,p=Math.ceil(f/i);0<=p?_<p:_>p;o=0<=p?++_:--_)r.push([]);for(o=h=0,g=t.length;0<=g?h<g:h>g;o=0<=g?++h:--h)w=t[o]%i,s=Math.floor(t[o]/i),r[s].push(w);for(y=[],s=c=0,v=r.length;0<=v?c<v:c>v;s=0<=v?++c:--c)x=new Uint16Array(r[s]),d=s*i*4,0!==x.length&&(this.prog.set_attribute(\"a_x\",\"float\",u.vbo_x,0,d),this.prog.set_attribute(\"a_y\",\"float\",u.vbo_y,0,d),this.prog.set_attribute(\"a_size\",\"float\",u.vbo_s,0,d),this.prog.set_attribute(\"a_angle\",\"float\",u.vbo_a,0,d),this.vbo_linewidth.used&&this.prog.set_attribute(\"a_linewidth\",\"float\",this.vbo_linewidth,0,d),this.vbo_fg_color.used&&this.prog.set_attribute(\"a_fg_color\",\"vec4\",this.vbo_fg_color,0,4*d),this.vbo_bg_color.used&&this.prog.set_attribute(\"a_bg_color\",\"vec4\",this.vbo_bg_color,0,4*d),this.index_buffer.set_size(2*x.length),this.index_buffer.set_data(0,x),y.push(this.prog.draw(this.gl.POINTS,this.index_buffer)));return y}},e.prototype._set_data=function(t){var e,n,a,s,r,i,o;for(a=4*t,this.vbo_x.set_size(a),this.vbo_y.set_size(a),this.vbo_a.set_size(a),this.vbo_s.set_size(a),i=new Float64Array(this.glyph._x),o=new Float64Array(this.glyph._y),e=n=0,s=t;0<=s?n<s:n>s;e=0<=s?++n:--n)i[e]+=this._baked_offset[0],o[e]+=this._baked_offset[1];return this.vbo_x.set_data(0,new Float32Array(i)),this.vbo_y.set_data(0,new Float32Array(o)),null!=this.glyph._angle&&this.vbo_a.set_data(0,new Float32Array(this.glyph._angle)),null!=this.glyph._radius?this.vbo_s.set_data(0,new Float32Array(function(){var t,e,n,a;for(n=this.glyph.sradius,a=[],t=0,e=n.length;t<e;t++)r=n[t],a.push(2*r);return a}.call(this))):this.vbo_s.set_data(0,new Float32Array(this.glyph._size))},e.prototype._set_visuals=function(t){return o.attach_float(this.prog,this.vbo_linewidth,\"a_linewidth\",t,this.glyph.visuals.line,\"line_width\"),o.attach_color(this.prog,this.vbo_fg_color,\"a_fg_color\",t,this.glyph.visuals.line,\"line\"),o.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}(o.BaseGLGlyph),n.CircleGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"circle\",e.prototype.MARKERCODE=\"// --- disc\\nfloat marker(vec2 P, float size)\\n{\\n    return length(P) - size/2.0;\\n}\",e}(a),n.SquareGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"square\",e.prototype.MARKERCODE=\"// --- square\\nfloat marker(vec2 P, float size)\\n{\\n    return max(abs(P.x), abs(P.y)) - size/2.0;\\n}\",e}(a),n.AnnulusGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"annulus\",e.prototype.MARKERCODE=\"float marker(vec2 P, float size)\\n{\\n    float r1 = length(P) - size/2.0;\\n    float r2 = length(P) - size/4.0;  // half width\\n    return max(r1, -r2);\\n}\",e}(a),n.DiamondGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"diamond\",e.prototype.MARKERCODE=\"// --- 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}\",e}(a),n.TriangleGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"triangle\",e.prototype.MARKERCODE=\"float 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);  // Instersect diamond with rectangle\\n}\",e}(a),n.InvertedTriangleGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"invertedtriangle\",e.prototype.MARKERCODE=\"float 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);  // Instersect diamond with rectangle\\n}\",e}(a),n.CrossGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"cross\",e.prototype.MARKERCODE='float 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}',e}(a),n.CircleCrossGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"circlecross\",e.prototype.MARKERCODE=\"float 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}\",e}(a),n.SquareCrossGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"squarecross\",e.prototype.MARKERCODE=\"float 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}\",e}(a),n.DiamondCrossGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"diamondcross\",e.prototype.MARKERCODE=\"float 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}\",e}(a),n.XGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"x\",e.prototype.MARKERCODE='float 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}',e}(a),n.CircleXGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"circlex\",e.prototype.MARKERCODE='float 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}',e}(a),n.SquareXGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"squarex\",e.prototype.MARKERCODE=\"float 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}\",e}(a),n.AsteriskGLGlyph=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.GLYPH=\"asterisk\",e.prototype.MARKERCODE='float 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}',e}(a)}},{\"models/glyphs/webgl/base\":416,\"models/glyphs/webgl/gloo2\":417,\"models/glyphs/webgl/index\":418,\"models/glyphs/webgl/line\":419,\"models/glyphs/webgl/main\":420,\"models/glyphs/webgl/markers\":421},420)});/*!\n",
       "      Copyright (c) 2012, Anaconda, Inc.\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",
       "      \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",
       "    \n",
       "    function(Bokeh) {\n",
       "      \n",
       "    },\n",
       "    function(Bokeh) {\n",
       "      console.log(\"Bokeh: injecting raw CSS\");\n",
       "      Bokeh.embed.inject_raw_css(\"/* BEGIN bokeh.min.css */\\n.bk-root{font-family:\\\"Helvetica Neue\\\",Helvetica,Arial,sans-serif;font-size:10pt;position:relative;width:100%;height:100%}.bk-root .bk-plot:after,.bk-root .bk-canvas-wrapper:after{content:\\\" \\\";height:0;display:block;clear:both}.bk-root .bk-shading{position:absolute;display:block;border:1px dashed green;z-index:100}.bk-root 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.bk-tip{float:right;top:-22px;left:-26px}.bk-root .bk-toolbar-above .bk-toolbar-button{border-bottom:2px solid transparent}.bk-root .bk-toolbar-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1}.bk-root .bk-toolbar-below .bk-toolbar-button{border-top:2px solid transparent}.bk-root .bk-toolbar-below .bk-toolbar-button.bk-active{border-top-color:#26aae1}.bk-root .bk-toolbar-right .bk-toolbar-button{border-left:2px solid transparent}.bk-root .bk-toolbar-right .bk-toolbar-button.bk-active{border-left-color:#26aae1}.bk-root .bk-toolbar-left .bk-toolbar-button{border-right:2px solid transparent}.bk-root .bk-toolbar-left .bk-toolbar-button.bk-active{border-right-color:#26aae1}.bk-root .bk-button-bar>.bk-toolbar-button.bk-active{border-bottom:1px solid #26aae1}.bk-root .bk-toolbar-above.bk-toolbar-not-sticky{border-bottom:1px solid #e5e5e5}.bk-root .bk-toolbar-below.bk-toolbar-not-sticky{border-top:1px solid #e5e5e5}.bk-root .bk-toolbar-left.bk-toolbar-not-sticky{border-right:1px solid #e5e5e5}.bk-root .bk-toolbar-right.bk-toolbar-not-sticky{border-left:1px solid #e5e5e5}.bk-root .bk-toolbar-above .bk-button-bar{top:2px}.bk-root .bk-toolbar-right .bk-button-bar{left:1px}.bk-root .bk-toolbar-above,.bk-root .bk-toolbar-below{margin:0;position:absolute;right:0}.bk-root .bk-toolbar-above .bk-logo,.bk-root .bk-toolbar-below .bk-logo{float:right;margin-right:-1px}.bk-root .bk-toolbar-above .bk-button-bar,.bk-root .bk-toolbar-below .bk-button-bar{padding:0;float:right;position:relative}.bk-root .bk-toolbar-above .bk-button-bar .bk-button-bar-list,.bk-root .bk-toolbar-below .bk-button-bar .bk-button-bar-list{float:left}.bk-root .bk-toolbar-above .bk-button-bar .bk-button-bar-list[type='help'] .bk-toolbar-button .bk-tip,.bk-root .bk-toolbar-below .bk-button-bar .bk-button-bar-list[type='help'] .bk-toolbar-button .bk-tip{float:right;color:#333}.bk-root .bk-toolbar-left,.bk-root .bk-toolbar-right{margin:0;position:absolute;top:0}.bk-root .bk-toolbar-left .bk-logo,.bk-root .bk-toolbar-right .bk-logo{margin-top:-1px}.bk-root .bk-toolbar-left .bk-button-bar,.bk-root .bk-toolbar-right .bk-button-bar{position:relative}.bk-root .bk-toolbar-left .bk-button-bar:before,.bk-root .bk-toolbar-right .bk-button-bar:before,.bk-root .bk-toolbar-left .bk-button-bar:after,.bk-root .bk-toolbar-right .bk-button-bar:after{content:\\\" \\\";display:block;height:0;clear:both}.bk-root .bk-toolbar-left .bk-button-bar .bk-button-bar-list .bk-toolbar-button,.bk-root .bk-toolbar-right .bk-button-bar .bk-button-bar-list .bk-toolbar-button{clear:both}.bk-root .bk-toolbar-box .bk-toolbar-below{top:-1px}.bk-root .bk-toolbar-box .bk-toolbar-right{top:-1px;right:0}.bk-root .bk-button-bar-list:empty{display:none}.bk-root .bk-toolbar-above .bk-button-bar-list+.bk-button-bar-list:before,.bk-root .bk-toolbar-below .bk-button-bar-list+.bk-button-bar-list:before{content:\\\" \\\";float:left;background-color:lightgray;height:10px;width:1px;margin:10px 3px 0 3px}.bk-root .bk-toolbar-left .bk-button-bar-list+.bk-button-bar-list:before,.bk-root .bk-toolbar-right .bk-button-bar-list+.bk-button-bar-list:before{content:\\\" \\\";float:none;clear:both;display:block;background-color:lightgray;height:1px;width:10px;margin:3px 0 3px 10px}.bk-root .bk-tooltip{font-family:\\\"HelveticaNeue-Light\\\",\\\"Helvetica Neue Light\\\",\\\"Helvetica Neue\\\",Helvetica,Arial,\\\"Lucida Grande\\\",sans-serif;font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;background-color:white;pointer-events:none;opacity:.95}.bk-root .bk-tooltip>div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:\\\" \\\";display:block;left:-10px;border-right-width:10px;border-right-color:#909599}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:\\\" \\\";display:block;right:-10px;border-left-width:10px;border-left-color:#909599}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:\\\" \\\";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:\\\" \\\";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1}.bk-root .bk-tooltip-row-value{color:default}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#ddd solid 1px;display:inline-block}.bk-root .bk-plotdiv{position:relative;width:100%;height:100%}.rendered_html .bk-root .bk-tooltip table,.rendered_html .bk-root .bk-tooltip tr,.rendered_html .bk-root .bk-tooltip th,.rendered_html .bk-root .bk-tooltip td{border:0;padding:1px}//# sourceMappingURL=bokeh.min.css.map\\n\\n/* END bokeh.min.css */\");\n",
       "      console.log(\"Bokeh: injecting raw CSS\");\n",
       "      Bokeh.embed.inject_raw_css(\"/* BEGIN bokeh-widgets.min.css */\\n@charset \\\"UTF-8\\\";.bk-root{/*!\\n * Pikaday\\n * Copyright \\u00a9 2014 David Bushell | BSD & MIT license | http://dbushell.com/\\n */}.bk-root .bk-noUi-target,.bk-root .bk-noUi-target *{-webkit-touch-callout:none;-webkit-tap-highlight-color:rgba(0,0,0,0);-webkit-user-select:none;-ms-touch-action:none;touch-action:none;-ms-user-select:none;-moz-user-select:none;user-select:none;-moz-box-sizing:border-box;box-sizing:border-box}.bk-root .bk-noUi-target{position:relative;direction:ltr}.bk-root .bk-noUi-base{width:100%;height:100%;position:relative;z-index:1}.bk-root .bk-noUi-connect{position:absolute;right:0;top:0;left:0;bottom:0}.bk-root .bk-noUi-origin{position:absolute;height:0;width:0}.bk-root .bk-noUi-handle{position:relative;z-index:1}.bk-root .bk-noUi-state-tap .bk-noUi-connect,.bk-root .bk-noUi-state-tap .bk-noUi-origin{-webkit-transition:top .3s,right .3s,bottom .3s,left .3s;transition:top .3s,right .3s,bottom .3s,left .3s}.bk-root .bk-noUi-state-drag *{cursor:inherit !important}.bk-root .bk-noUi-base,.bk-root .bk-noUi-handle{-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}.bk-root .bk-noUi-horizontal{height:18px}.bk-root .bk-noUi-horizontal .bk-noUi-handle{width:34px;height:28px;left:-17px;top:-6px}.bk-root .bk-noUi-vertical{width:18px}.bk-root .bk-noUi-vertical .bk-noUi-handle{width:28px;height:34px;left:-6px;top:-17px}.bk-root .bk-noUi-target{background:#fafafa;border-radius:4px;border:1px solid #d3d3d3;box-shadow:inset 0 1px 1px #f0f0f0,0 3px 6px -5px #BBB}.bk-root .bk-noUi-connect{background:#3fb8af;border-radius:4px;box-shadow:inset 0 0 3px rgba(51,51,51,0.45);-webkit-transition:background 450ms;transition:background 450ms}.bk-root .bk-noUi-draggable{cursor:ew-resize}.bk-root .bk-noUi-vertical .bk-noUi-draggable{cursor:ns-resize}.bk-root .bk-noUi-handle{border:1px solid #d9d9d9;border-radius:3px;background:#FFF;cursor:default;box-shadow:inset 0 0 1px #FFF,inset 0 1px 7px #ebebeb,0 3px 6px -3px #BBB}.bk-root .bk-noUi-active{box-shadow:inset 0 0 1px #FFF,inset 0 1px 7px #DDD,0 3px 6px -3px #BBB}.bk-root .bk-noUi-handle:before,.bk-root .bk-noUi-handle:after{content:\\\"\\\";display:block;position:absolute;height:14px;width:1px;background:#e8e7e6;left:14px;top:6px}.bk-root .bk-noUi-handle:after{left:17px}.bk-root .bk-noUi-vertical .bk-noUi-handle:before,.bk-root .bk-noUi-vertical .bk-noUi-handle:after{width:14px;height:1px;left:6px;top:14px}.bk-root .bk-noUi-vertical .bk-noUi-handle:after{top:17px}.bk-root [disabled] .bk-noUi-connect{background:#b8b8b8}.bk-root [disabled].bk-noUi-target,.bk-root [disabled].bk-noUi-handle,.bk-root [disabled] .bk-noUi-handle{cursor:not-allowed}.bk-root .bk-noUi-pips,.bk-root .bk-noUi-pips *{-moz-box-sizing:border-box;box-sizing:border-box}.bk-root .bk-noUi-pips{position:absolute;color:#999}.bk-root .bk-noUi-value{position:absolute;white-space:nowrap;text-align:center}.bk-root .bk-noUi-value-sub{color:#ccc;font-size:10px}.bk-root .bk-noUi-marker{position:absolute;background:#CCC}.bk-root .bk-noUi-marker-sub{background:#AAA}.bk-root .bk-noUi-marker-large{background:#AAA}.bk-root .bk-noUi-pips-horizontal{padding:10px 0;height:80px;top:100%;left:0;width:100%}.bk-root .bk-noUi-value-horizontal{-webkit-transform:translate3d(-50%,50%,0);transform:translate3d(-50%,50%,0)}.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker{margin-left:-1px;width:2px;height:5px}.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-sub{height:10px}.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-large{height:15px}.bk-root .bk-noUi-pips-vertical{padding:0 10px;height:100%;top:0;left:100%}.bk-root .bk-noUi-value-vertical{-webkit-transform:translate3d(0,50%,0);transform:translate3d(0,50%,0);padding-left:25px}.bk-root .bk-noUi-marker-vertical.bk-noUi-marker{width:5px;height:2px;margin-top:-1px}.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-sub{width:10px}.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-large{width:15px}.bk-root .bk-noUi-tooltip{display:block;position:absolute;border:1px solid #d9d9d9;border-radius:3px;background:#fff;color:#000;padding:5px;text-align:center;white-space:nowrap}.bk-root .bk-noUi-horizontal .bk-noUi-tooltip{-webkit-transform:translate(-50%,0);transform:translate(-50%,0);left:50%;bottom:120%}.bk-root .bk-noUi-vertical .bk-noUi-tooltip{-webkit-transform:translate(0,-50%);transform:translate(0,-50%);top:50%;right:120%}.bk-root .bk-noUi-handle{cursor:grab;cursor:-webkit-grab}.bk-root .bk-noUi-handle.bk-noUi-active{cursor:grabbing;cursor:-webkit-grabbing}.bk-root .bk-noUi-tooltip{display:none;white-space:nowrap}.bk-root .bk-noUi-handle:hover .bk-noUi-tooltip{display:block}.bk-root .bk-noUi-horizontal{width:100%;height:10px}.bk-root .bk-noUi-horizontal .bk-noUi-handle{width:14px;height:18px;left:-7px;top:-5px}.bk-root .bk-noUi-vertical{width:10px;height:100%}.bk-root .bk-noUi-vertical .bk-noUi-handle{width:18px;height:14px;left:-5px;top:-7px}.bk-root .bk-noUi-handle:after,.bk-root .bk-noUi-handle:before{display:none}.bk-root .bk-noUi-connect{box-shadow:none}.bk-root fieldset{padding:0;margin:0;border:0;min-width:0}.bk-root legend{display:block;width:100%;padding:0;margin-bottom:17px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}.bk-root label{display:inline-block;margin-bottom:5px}.bk-root input[type=\\\"search\\\"]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.bk-root input[type=\\\"radio\\\"],.bk-root input[type=\\\"checkbox\\\"]{margin:4px 0 0;margin-top:1px \\\\9;line-height:normal}.bk-root input[type=\\\"file\\\"]{display:block}.bk-root input[type=\\\"range\\\"]{display:block;width:100%}.bk-root select[multiple],.bk-root select[size]{height:auto}.bk-root input[type=\\\"file\\\"]:focus,.bk-root input[type=\\\"radio\\\"]:focus,.bk-root input[type=\\\"checkbox\\\"]:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.bk-root output{display:block;padding-top:7px;line-height:1.42857143;color:#555}.bk-root .bk-bs-form-control{display:block;height:31px;padding:0 12px;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px}.bk-root .bk-bs-form-control:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,0.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,0.6)}.bk-root .bk-bs-form-control::-moz-placeholder{color:#999;opacity:1}.bk-root .bk-bs-form-control:-ms-input-placeholder{color:#999}.bk-root .bk-bs-form-control::-webkit-input-placeholder{color:#999}.bk-root .bk-bs-form-control[disabled],.bk-root .bk-bs-form-control[readonly],fieldset[disabled] .bk-root .bk-bs-form-control{cursor:not-allowed;background-color:#eee;opacity:1}textarea.bk-root .bk-bs-form-control{height:auto}.bk-root input[type=\\\"search\\\"]{-webkit-appearance:none}.bk-root input[type=\\\"date\\\"]{line-height:31px}.bk-root .bk-bs-form-group{margin-bottom:15px}.bk-root .bk-bs-radio,.bk-root .bk-bs-checkbox{display:block;min-height:17px;margin-top:10px;margin-bottom:10px;padding-left:20px}.bk-root .bk-bs-radio label,.bk-root .bk-bs-checkbox label{display:inline;font-weight:normal;cursor:pointer}.bk-root .bk-bs-radio input[type=\\\"radio\\\"],.bk-root .bk-bs-radio-inline input[type=\\\"radio\\\"],.bk-root .bk-bs-checkbox input[type=\\\"checkbox\\\"],.bk-root .bk-bs-checkbox-inline input[type=\\\"checkbox\\\"]{float:left;margin-left:-20px}.bk-root .bk-bs-radio+.bk-bs-radio,.bk-root .bk-bs-checkbox+.bk-bs-checkbox{margin-top:-5px}.bk-root .bk-bs-radio-inline,.bk-root .bk-bs-checkbox-inline{display:inline-block;padding-left:20px;margin-bottom:0;vertical-align:middle;font-weight:normal;cursor:pointer}.bk-root .bk-bs-radio-inline+.bk-bs-radio-inline,.bk-root .bk-bs-checkbox-inline+.bk-bs-checkbox-inline{margin-top:0;margin-left:10px}.bk-root input[type=\\\"radio\\\"][disabled],.bk-root input[type=\\\"checkbox\\\"][disabled],.bk-root .bk-bs-radio[disabled],.bk-root .bk-bs-radio-inline[disabled],.bk-root .bk-bs-checkbox[disabled],.bk-root .bk-bs-checkbox-inline[disabled],fieldset[disabled] .bk-root input[type=\\\"radio\\\"],fieldset[disabled] .bk-root input[type=\\\"checkbox\\\"],fieldset[disabled] .bk-root .bk-bs-radio,fieldset[disabled] .bk-root .bk-bs-radio-inline,fieldset[disabled] .bk-root .bk-bs-checkbox,fieldset[disabled] .bk-root .bk-bs-checkbox-inline{cursor:not-allowed}.bk-root .bk-bs-input-sm{height:28px;padding:5px 10px;font-size:11px;line-height:1.5;border-radius:3px}select.bk-root .bk-bs-input-sm{height:28px;line-height:28px}textarea.bk-root .bk-bs-input-sm,select[multiple].bk-root .bk-bs-input-sm{height:auto}.bk-root .bk-bs-input-lg{height:42px;padding:10px 16px;font-size:15px;line-height:1.33;border-radius:6px}select.bk-root .bk-bs-input-lg{height:42px;line-height:42px}textarea.bk-root .bk-bs-input-lg,select[multiple].bk-root .bk-bs-input-lg{height:auto}.bk-root .bk-bs-has-feedback{position:relative}.bk-root .bk-bs-has-feedback .bk-bs-form-control{padding-right:38.75px}.bk-root .bk-bs-has-feedback .bk-bs-form-control-feedback{position:absolute;top:22px;right:0;display:block;width:31px;height:31px;line-height:31px;text-align:center}.bk-root .bk-bs-has-success .bk-bs-help-block,.bk-root .bk-bs-has-success .bk-bs-control-label,.bk-root .bk-bs-has-success .bk-bs-radio,.bk-root .bk-bs-has-success .bk-bs-checkbox,.bk-root .bk-bs-has-success .bk-bs-radio-inline,.bk-root .bk-bs-has-success .bk-bs-checkbox-inline{color:#3c763d}.bk-root .bk-bs-has-success .bk-bs-form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075);box-shadow:inset 0 1px 1px rgba(0,0,0,0.075)}.bk-root .bk-bs-has-success .bk-bs-form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,0.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px 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.bk-bs-btn-group-vertical>.bk-bs-btn-group+.bk-bs-btn,.bk-root .bk-bs-btn-group-vertical>.bk-bs-btn-group+.bk-bs-btn-group{margin-top:-1px;margin-left:0}.bk-root .bk-bs-btn-group-vertical>.bk-bs-btn:not(:first-child):not(:last-child){border-radius:0}.bk-root .bk-bs-btn-group-vertical>.bk-bs-btn:first-child:not(:last-child){border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.bk-root .bk-bs-btn-group-vertical>.bk-bs-btn:last-child:not(:first-child){border-bottom-left-radius:4px;border-top-right-radius:0;border-top-left-radius:0}.bk-root .bk-bs-btn-group-vertical>.bk-bs-btn-group:not(:first-child):not(:last-child)>.bk-bs-btn{border-radius:0}.bk-root .bk-bs-btn-group-vertical>.bk-bs-btn-group:first-child:not(:last-child)>.bk-bs-btn:last-child,.bk-root .bk-bs-btn-group-vertical>.bk-bs-btn-group:first-child:not(:last-child)>.bk-bs-dropdown-toggle{border-bottom-right-radius:0;border-bottom-left-radius:0}.bk-root .bk-bs-btn-group-vertical>.bk-bs-btn-group:last-child:not(:first-child)>.bk-bs-btn:first-child{border-top-right-radius:0;border-top-left-radius:0}.bk-root .bk-bs-btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.bk-root .bk-bs-btn-group-justified>.bk-bs-btn,.bk-root .bk-bs-btn-group-justified>.bk-bs-btn-group{float:none;display:table-cell;width:1%}.bk-root .bk-bs-btn-group-justified>.bk-bs-btn-group .bk-bs-btn{width:100%}.bk-root .bk-bs-btn-group>.bk-bs-btn>input[type=\\\"radio\\\"],.bk-root .bk-bs-btn-group>.bk-bs-btn>input[type=\\\"checkbox\\\"]{display:none}.bk-root .bk-bs-input-group{position:relative;display:table;border-collapse:separate}.bk-root .bk-bs-input-group[class*=\\\"col-\\\"]{float:none;padding-left:0;padding-right:0}.bk-root .bk-bs-input-group .bk-bs-form-control{position:relative;z-index:2;float:left;width:100%;margin-bottom:0}.bk-root .bk-bs-input-group-lg>.bk-bs-form-control,.bk-root .bk-bs-input-group-lg>.bk-bs-input-group-addon,.bk-root .bk-bs-input-group-lg>.bk-bs-input-group-btn>.bk-bs-btn{height:42px;padding:10px 16px;font-size:15px;line-height:1.33;border-radius:6px}select.bk-root .bk-bs-input-group-lg>.bk-bs-form-control,select.bk-root .bk-bs-input-group-lg>.bk-bs-input-group-addon,select.bk-root .bk-bs-input-group-lg>.bk-bs-input-group-btn>.bk-bs-btn{height:42px;line-height:42px}textarea.bk-root .bk-bs-input-group-lg>.bk-bs-form-control,textarea.bk-root .bk-bs-input-group-lg>.bk-bs-input-group-addon,textarea.bk-root .bk-bs-input-group-lg>.bk-bs-input-group-btn>.bk-bs-btn,select[multiple].bk-root .bk-bs-input-group-lg>.bk-bs-form-control,select[multiple].bk-root .bk-bs-input-group-lg>.bk-bs-input-group-addon,select[multiple].bk-root .bk-bs-input-group-lg>.bk-bs-input-group-btn>.bk-bs-btn{height:auto}.bk-root .bk-bs-input-group-sm>.bk-bs-form-control,.bk-root .bk-bs-input-group-sm>.bk-bs-input-group-addon,.bk-root .bk-bs-input-group-sm>.bk-bs-input-group-btn>.bk-bs-btn{height:28px;padding:5px 10px;font-size:11px;line-height:1.5;border-radius:3px}select.bk-root .bk-bs-input-group-sm>.bk-bs-form-control,select.bk-root .bk-bs-input-group-sm>.bk-bs-input-group-addon,select.bk-root .bk-bs-input-group-sm>.bk-bs-input-group-btn>.bk-bs-btn{height:28px;line-height:28px}textarea.bk-root .bk-bs-input-group-sm>.bk-bs-form-control,textarea.bk-root .bk-bs-input-group-sm>.bk-bs-input-group-addon,textarea.bk-root .bk-bs-input-group-sm>.bk-bs-input-group-btn>.bk-bs-btn,select[multiple].bk-root .bk-bs-input-group-sm>.bk-bs-form-control,select[multiple].bk-root .bk-bs-input-group-sm>.bk-bs-input-group-addon,select[multiple].bk-root .bk-bs-input-group-sm>.bk-bs-input-group-btn>.bk-bs-btn{height:auto}.bk-root .bk-bs-input-group-addon,.bk-root .bk-bs-input-group-btn,.bk-root .bk-bs-input-group .bk-bs-form-control{display:table-cell}.bk-root .bk-bs-input-group-addon:not(:first-child):not(:last-child),.bk-root .bk-bs-input-group-btn:not(:first-child):not(:last-child),.bk-root .bk-bs-input-group .bk-bs-form-control:not(:first-child):not(:last-child){border-radius:0}.bk-root .bk-bs-input-group-addon,.bk-root .bk-bs-input-group-btn{width:1%;white-space:nowrap;vertical-align:middle}.bk-root .bk-bs-input-group-addon{padding:6px 12px;font-size:12px;font-weight:normal;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:4px}.bk-root .bk-bs-input-group-addon.bk-bs-input-sm{padding:5px 10px;font-size:11px;border-radius:3px}.bk-root .bk-bs-input-group-addon.bk-bs-input-lg{padding:10px 16px;font-size:15px;border-radius:6px}.bk-root .bk-bs-input-group-addon input[type=\\\"radio\\\"],.bk-root .bk-bs-input-group-addon input[type=\\\"checkbox\\\"]{margin-top:0}.bk-root .bk-bs-input-group .bk-bs-form-control:first-child,.bk-root .bk-bs-input-group-addon:first-child,.bk-root .bk-bs-input-group-btn:first-child>.bk-bs-btn,.bk-root .bk-bs-input-group-btn:first-child>.bk-bs-btn-group>.bk-bs-btn,.bk-root .bk-bs-input-group-btn:first-child>.bk-bs-dropdown-toggle,.bk-root .bk-bs-input-group-btn:last-child>.bk-bs-btn:not(:last-child):not(.bk-bs-dropdown-toggle),.bk-root .bk-bs-input-group-btn:last-child>.bk-bs-btn-group:not(:last-child)>.bk-bs-btn{border-bottom-right-radius:0;border-top-right-radius:0}.bk-root .bk-bs-input-group-addon:first-child{border-right:0}.bk-root .bk-bs-input-group .bk-bs-form-control:last-child,.bk-root .bk-bs-input-group-addon:last-child,.bk-root .bk-bs-input-group-btn:last-child>.bk-bs-btn,.bk-root .bk-bs-input-group-btn:last-child>.bk-bs-btn-group>.bk-bs-btn,.bk-root .bk-bs-input-group-btn:last-child>.bk-bs-dropdown-toggle,.bk-root .bk-bs-input-group-btn:first-child>.bk-bs-btn:not(:first-child),.bk-root .bk-bs-input-group-btn:first-child>.bk-bs-btn-group:not(:first-child)>.bk-bs-btn{border-bottom-left-radius:0;border-top-left-radius:0}.bk-root .bk-bs-input-group-addon:last-child{border-left:0}.bk-root .bk-bs-input-group-btn{position:relative;font-size:0;white-space:nowrap}.bk-root .bk-bs-input-group-btn>.bk-bs-btn{position:relative}.bk-root .bk-bs-input-group-btn>.bk-bs-btn+.bk-bs-btn{margin-left:-1px}.bk-root .bk-bs-input-group-btn>.bk-bs-btn:hover,.bk-root .bk-bs-input-group-btn>.bk-bs-btn:focus,.bk-root .bk-bs-input-group-btn>.bk-bs-btn:active{z-index:2}.bk-root .bk-bs-input-group-btn:first-child>.bk-bs-btn,.bk-root .bk-bs-input-group-btn:first-child>.bk-bs-btn-group{margin-right:-1px}.bk-root .bk-bs-input-group-btn:last-child>.bk-bs-btn,.bk-root .bk-bs-input-group-btn:last-child>.bk-bs-btn-group{margin-left:-1px}.bk-root .bk-bs-nav{margin-bottom:0;padding-left:0;list-style:none}.bk-root .bk-bs-nav>li{position:relative;display:block}.bk-root .bk-bs-nav>li>span{position:relative;display:block;padding:10px 15px}.bk-root .bk-bs-nav>li>span:hover,.bk-root .bk-bs-nav>li>span:focus{text-decoration:none;background-color:#eee}.bk-root .bk-bs-nav>li.bk-bs-disabled>span{color:#999}.bk-root .bk-bs-nav>li.bk-bs-disabled>span:hover,.bk-root .bk-bs-nav>li.bk-bs-disabled>span:focus{color:#999;text-decoration:none;background-color:transparent;cursor:not-allowed}.bk-root .bk-bs-nav-tabs{border-bottom:1px solid #ddd}.bk-root .bk-bs-nav-tabs>li{float:left;margin-bottom:-1px}.bk-root .bk-bs-nav-tabs>li>span{margin-right:2px;line-height:1.42857143;border:1px solid transparent;border-radius:4px 4px 0 0}.bk-root .bk-bs-nav-tabs>li>span:hover{border-color:#eee #eee #ddd;cursor:pointer}.bk-root .bk-bs-nav-tabs>li.bk-bs-active>span,.bk-root .bk-bs-nav-tabs>li.bk-bs-active>span:hover,.bk-root .bk-bs-nav-tabs>li.bk-bs-active>span:focus{color:#555;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent;cursor:default}.bk-root .bk-bs-tab-content>.bk-bs-tab-pane{display:none}.bk-root .bk-bs-tab-content>.bk-bs-active{display:block}.bk-root .pika-single{z-index:9999;display:block;position:relative;color:#333;background:#fff;border:1px solid #ccc;border-bottom-color:#bbb;font-family:\\\"Helvetica Neue\\\",Helvetica,Arial,sans-serif}.bk-root .pika-single:before,.bk-root .pika-single:after{content:\\\" \\\";display:table}.bk-root .pika-single:after{clear:both}.bk-root .pika-single{*zoom:1}.bk-root .pika-single.is-hidden{display:none}.bk-root .pika-single.is-bound{position:absolute;box-shadow:0 5px 15px -5px rgba(0,0,0,0.5)}.bk-root .pika-lendar{float:left;width:240px;margin:8px}.bk-root .pika-title{position:relative;text-align:center}.bk-root .pika-label{display:inline-block;*display:inline;position:relative;z-index:9999;overflow:hidden;margin:0;padding:5px 3px;font-size:14px;line-height:20px;font-weight:bold;background-color:#fff}.bk-root .pika-title select{cursor:pointer;position:absolute;z-index:9998;margin:0;left:0;top:5px;filter:alpha(opacity=0);opacity:0}.bk-root .pika-prev,.bk-root .pika-next{display:block;cursor:pointer;position:relative;outline:0;border:0;padding:0;width:20px;height:30px;text-indent:20px;white-space:nowrap;overflow:hidden;background-color:transparent;background-position:center center;background-repeat:no-repeat;background-size:75% 75%;opacity:.5;*position:absolute;*top:0}.bk-root .pika-prev:hover,.bk-root .pika-next:hover{opacity:1}.bk-root .pika-prev,.bk-root .is-rtl .pika-next{float:left;background-image:url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAUklEQVR42u3VMQoAIBADQf8Pgj+OD9hG2CtONJB2ymQkKe0HbwAP0xucDiQWARITIDEBEnMgMQ8S8+AqBIl6kKgHiXqQqAeJepBo/z38J/U0uAHlaBkBl9I4GwAAAABJRU5ErkJggg==');*left:0}.bk-root .pika-next,.bk-root .is-rtl .pika-prev{float:right;background-image:url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAU0lEQVR42u3VOwoAMAgE0dwfAnNjU26bYkBCFGwfiL9VVWoO+BJ4Gf3gtsEKKoFBNTCoCAYVwaAiGNQGMUHMkjGbgjk2mIONuXo0nC8XnCf1JXgArVIZAQh5TKYAAAAASUVORK5CYII=');*right:0}.bk-root .pika-prev.is-disabled,.bk-root .pika-next.is-disabled{cursor:default;opacity:.2}.bk-root .pika-select{display:inline-block;*display:inline}.bk-root .pika-table{width:100%;border-collapse:collapse;border-spacing:0;border:0}.bk-root .pika-table th,.bk-root .pika-table td{width:14.285714285714286%;padding:0}.bk-root .pika-table th{color:#999;font-size:12px;line-height:25px;font-weight:bold;text-align:center}.bk-root .pika-button{cursor:pointer;display:block;box-sizing:border-box;-moz-box-sizing:border-box;outline:0;border:0;margin:0;width:100%;padding:5px;color:#666;font-size:12px;line-height:15px;text-align:right;background:#f5f5f5}.bk-root .pika-week{font-size:11px;color:#999}.bk-root .is-today .pika-button{color:#3af;font-weight:bold}.bk-root .is-selected .pika-button,.bk-root .has-event .pika-button{color:#fff;font-weight:bold;background:#3af;box-shadow:inset 0 1px 3px #178fe5;border-radius:3px}.bk-root .has-event .pika-button{background:#005da9;box-shadow:inset 0 1px 3px #0076c9}.bk-root .is-disabled .pika-button,.bk-root .is-inrange .pika-button{background:#d5e9f7}.bk-root .is-startrange .pika-button{color:#fff;background:#6cb31d;box-shadow:none;border-radius:3px}.bk-root .is-endrange .pika-button{color:#fff;background:#3af;box-shadow:none;border-radius:3px}.bk-root .is-disabled .pika-button{pointer-events:none;cursor:default;color:#999;opacity:.3}.bk-root .is-outside-current-month .pika-button{color:#999;opacity:.3}.bk-root .is-selection-disabled{pointer-events:none;cursor:default}.bk-root .pika-button:hover,.bk-root .pika-row.pick-whole-week:hover .pika-button{color:#fff;background:#ff8000;box-shadow:none;border-radius:3px}.bk-root .pika-table abbr{border-bottom:0;cursor:help}.bk-root .bk-widget-box{overflow:visible;padding:5px 10px}.bk-root .bk-widget label{margin-bottom:2px}.bk-root .bk-widget{margin-top:10px}.bk-root .bk-widget h1:first-child,.bk-root .bk-widget h2:first-child,.bk-root .bk-widget h3:first-child,.bk-root .bk-widget h4:first-child,.bk-root .bk-widget h5:first-child,.bk-root .bk-widget h6:first-child,.bk-root .bk-widget p:first-child{margin-top:0}.bk-root .bk-widget-form-input{display:block;height:31px;padding:0 12px;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px}.bk-root .bk-widget-form-input:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,0.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,0.6)}.bk-root .bk-widget-form-input::-moz-placeholder{color:#999;opacity:1}.bk-root .bk-widget-form-input:-ms-input-placeholder{color:#999}.bk-root .bk-widget-form-input::-webkit-input-placeholder{color:#999}.bk-root .bk-widget-form-input[disabled],.bk-root .bk-widget-form-input[readonly],fieldset[disabled] .bk-root .bk-widget-form-input{cursor:not-allowed;background-color:#eee;opacity:1}textarea.bk-root .bk-widget-form-input{height:auto}.bk-root .bk-widget button{min-width:100%}.bk-root .bk-widget input[type=\\\"text\\\"]{min-width:90%}.bk-root .bk-widget select{min-width:97%}.bk-root .bk-bs-dropdown-toggle .bk-bs-caret{margin-left:5px}.bk-root .bk-bs-dropdown-menu{width:100%}.bk-root .bk-bs-nav-tabs{overflow:hidden}.bk-root .bk-bs-tab-pane{float:left}.bk-root .bk-slider label{margin-right:5px}.bk-root .bk-slider .bk-slider-value{display:inline-block;font-weight:600}.bk-root .bk-slider input,.bk-root .bk-slider .bk-slider-value{margin-bottom:5px}//# sourceMappingURL=bokeh-widgets.min.css.map\\n\\n/* END bokeh-widgets.min.css */\");\n",
       "      console.log(\"Bokeh: injecting raw CSS\");\n",
       "      Bokeh.embed.inject_raw_css(\"/* BEGIN bokeh-tables.min.css */\\n.bk-root .slick-header.ui-state-default,.bk-root .slick-headerrow.ui-state-default,.bk-root .slick-footerrow.ui-state-default{width:100%;overflow:hidden;border-left:0 !important}.bk-root .slick-header-columns,.bk-root .slick-headerrow-columns,.bk-root .slick-footerrow-columns{position:relative;white-space:nowrap;cursor:default;overflow:hidden}.bk-root .slick-header-column.ui-state-default{position:relative;display:inline-block;overflow:hidden;-o-text-overflow:ellipsis;text-overflow:ellipsis;height:16px;line-height:16px;margin:0;padding:4px;border-right:1px solid silver;border-left:0 !important;border-top:0 !important;border-bottom:0 !important;float:left}.bk-root .slick-headerrow-column.ui-state-default,.bk-root .slick-footerrow-column.ui-state-default{padding:4px}.bk-root .slick-header-column-sorted{font-style:italic}.bk-root .slick-sort-indicator{display:inline-block;width:8px;height:5px;margin-left:4px;margin-top:6px;float:left}.bk-root .slick-sort-indicator-numbered{display:inline-block;width:8px;height:5px;margin-left:4px;margin-top:0;padding-left:1px;line-height:20px;float:left;font-family:Arial;font-style:normal;font-weight:bold;color:#6190cd}.bk-root .slick-sort-indicator-desc{background:url(images/sort-desc.gif)}.bk-root .slick-sort-indicator-asc{background:url(images/sort-asc.gif)}.bk-root .slick-resizable-handle{position:absolute;font-size:.1px;display:block;cursor:col-resize;width:4px;right:0;top:0;height:100%}.bk-root .slick-sortable-placeholder{background:silver}.bk-root .grid-canvas{position:relative;outline:0}.bk-root .slick-row.ui-widget-content,.bk-root .slick-row.ui-state-active{position:absolute;border:0;width:100%}.bk-root .slick-cell,.bk-root .slick-headerrow-column,.bk-root .slick-footerrow-column{position:absolute;border:1px solid transparent;border-right:1px dotted silver;border-bottom-color:silver;overflow:hidden;-o-text-overflow:ellipsis;text-overflow:ellipsis;vertical-align:middle;z-index:1;padding:1px 2px 2px 1px;margin:0;white-space:nowrap;cursor:default}.bk-root .slick-cell,.bk-root .slick-headerrow-column{border-bottom-color:silver}.bk-root .slick-footerrow-column{border-top-color:silver}.bk-root .slick-group-toggle{display:inline-block}.bk-root .slick-cell.highlighted{background:lightskyblue;background:rgba(0,0,255,0.2);-webkit-transition:all .5s;-moz-transition:all .5s;-o-transition:all .5s;transition:all .5s}.bk-root .slick-cell.flashing{border:1px solid red !important}.bk-root .slick-cell.editable{z-index:11;overflow:visible;background:white;border-color:black;border-style:solid}.bk-root .slick-cell:focus{outline:0}.bk-root .slick-reorder-proxy{display:inline-block;background:blue;opacity:.15;cursor:move}.bk-root .slick-reorder-guide{display:inline-block;height:2px;background:blue;opacity:.7}.bk-root .slick-selection{z-index:10;position:absolute;border:2px dashed black}.bk-root .slick-header-columns{background:url('images/header-columns-bg.gif') repeat-x center bottom;border-bottom:1px solid silver}.bk-root .slick-header-column{background:url('images/header-columns-bg.gif') repeat-x center bottom;border-right:1px solid silver}.bk-root .slick-header-column:hover,.bk-root .slick-header-column-active{background:white url('images/header-columns-over-bg.gif') repeat-x center bottom}.bk-root .slick-headerrow{background:#fafafa}.bk-root .slick-headerrow-column{background:#fafafa;border-bottom:0;height:100%}.bk-root .slick-row.ui-state-active{background:#f5f7d7}.bk-root .slick-row{position:absolute;background:white;border:0;line-height:20px}.bk-root .slick-row.selected{z-index:10;background:#dfe8f6}.bk-root .slick-cell{padding-left:4px;padding-right:4px}.bk-root .slick-group{border-bottom:2px solid silver}.bk-root .slick-group-toggle{width:9px;height:9px;margin-right:5px}.bk-root .slick-group-toggle.expanded{background:url(images/collapse.gif) no-repeat center center}.bk-root .slick-group-toggle.collapsed{background:url(images/expand.gif) no-repeat center center}.bk-root .slick-group-totals{color:gray;background:white}.bk-root .slick-group-select-checkbox{width:13px;height:13px;margin:3px 10px 0 0;display:inline-block}.bk-root .slick-group-select-checkbox.checked{background:url(images/GrpCheckboxY.png) no-repeat center center}.bk-root .slick-group-select-checkbox.unchecked{background:url(images/GrpCheckboxN.png) no-repeat center center}.bk-root .slick-cell.selected{background-color:beige}.bk-root .slick-cell.active{border-color:gray;border-style:solid}.bk-root .slick-sortable-placeholder{background:silver !important}.bk-root .slick-row.odd{background:#fafafa}.bk-root .slick-row.ui-state-active{background:#f5f7d7}.bk-root .slick-row.loading{opacity:.5}.bk-root .slick-cell.invalid{border-color:red;-moz-animation-duration:.2s;-webkit-animation-duration:.2s;-moz-animation-name:slickgrid-invalid-hilite;-webkit-animation-name:slickgrid-invalid-hilite}@-moz-keyframes slickgrid-invalid-hilite{from{box-shadow:0 0 6px red}to{box-shadow:none}}@-webkit-keyframes slickgrid-invalid-hilite{from{box-shadow:0 0 6px red}to{box-shadow:none}}.bk-root .slick-column-name,.bk-root .slick-sort-indicator{display:inline-block;float:left;margin-bottom:100px}.bk-root .slick-header-button{display:inline-block;float:right;vertical-align:top;margin:1px;margin-bottom:100px;height:15px;width:15px;background-repeat:no-repeat;background-position:center center;cursor:pointer}.bk-root .slick-header-button-hidden{width:0;-webkit-transition:.2s width;-ms-transition:.2s width;transition:.2s width}.bk-root .slick-header-column:hover>.slick-header-button{width:15px}.bk-root .slick-header-menubutton{position:absolute;right:0;top:0;bottom:0;width:14px;background-repeat:no-repeat;background-position:left center;background-image:url(../images/down.gif);cursor:pointer;display:none;border-left:thin ridge silver}.bk-root .slick-header-column:hover>.slick-header-menubutton,.bk-root .slick-header-column-active .slick-header-menubutton{display:inline-block}.bk-root .slick-header-menu{position:absolute;display:inline-block;margin:0;padding:2px;cursor:default}.bk-root .slick-header-menuitem{list-style:none;margin:0;padding:0;cursor:pointer}.bk-root .slick-header-menuicon{display:inline-block;width:16px;height:16px;vertical-align:middle;margin-right:4px;background-repeat:no-repeat;background-position:center center}.bk-root .slick-header-menucontent{display:inline-block;vertical-align:middle}.bk-root .slick-header-menuitem-disabled{color:silver}.bk-root .slick-columnpicker{border:1px solid #718bb7;background:#f0f0f0;padding:6px;-moz-box-shadow:2px 2px 2px silver;-webkit-box-shadow:2px 2px 2px silver;box-shadow:2px 2px 2px silver;min-width:100px;cursor:default}.bk-root .slick-columnpicker li{list-style:none;margin:0;padding:0;background:0}.bk-root .slick-columnpicker input{margin:4px}.bk-root .slick-columnpicker li a{display:block;padding:4px;font-weight:bold}.bk-root .slick-columnpicker li a:hover{background:white}.bk-root .slick-pager{width:100%;height:26px;border:1px solid gray;border-top:0;background:url('../images/header-columns-bg.gif') repeat-x center bottom;vertical-align:middle}.bk-root .slick-pager .slick-pager-status{display:inline-block;padding:6px}.bk-root .slick-pager .ui-icon-container{display:inline-block;margin:2px;border-color:gray}.bk-root .slick-pager .slick-pager-nav{display:inline-block;float:left;padding:2px}.bk-root .slick-pager .slick-pager-settings{display:block;float:right;padding:2px}.bk-root .slick-pager .slick-pager-settings *{vertical-align:middle}.bk-root .slick-pager .slick-pager-settings a{padding:2px;text-decoration:underline;cursor:pointer}.bk-root .slick-header-columns{background-image:url(\\\"data:image/gif;base64,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\\\")}.bk-root .slick-header-column{background-image:url(\\\"data:image/gif;base64,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\\\")}.bk-root .slick-header-column:hover,.bk-root .slick-header-column-active{background-image:url(\\\"data:image/gif;base64,R0lGODlhAgAWAIcAAKrM9tno++vz/QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAAAAP8ALAAAAAACABYAAAgUAAUIHEiwoIAACBMqXMhwIQAAAQEAOw==\\\")}.bk-root .slick-group-toggle.expanded{background-image:url(\\\"data:image/gif;base64,R0lGODlhCQAJAPcAAAFGeoCAgNXz/+v5/+v6/+z5/+36//L7//X8//j9/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACwAAAAACQAJAAAIMwADCBxIUIDBgwIEChgwwECBAgQUFjBAkaJCABgxGlB4AGHCAAIQiBypEEECkScJqgwQEAA7\\\")}.bk-root .slick-group-toggle.collapsed{background-image:url(\\\"data:image/gif;base64,R0lGODlhCQAJAPcAAAFGeoCAgNXz/+v5/+v6/+z5/+36//L7//X8//j9/wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACwAAAAACQAJAAAIOAADCBxIUIDBgwIEChgwAECBAgQUFjAAQIABAwoBaNSIMYCAAwIqGlSIAEHFkiQTIBCgkqDLAAEBADs=\\\")}.bk-root .slick-group-select-checkbox.checked{background-image:url(\\\"data:image/png;base64,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\\\")}.bk-root .slick-group-select-checkbox.unchecked{background-image:url(\\\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAA4AAAAOCAIAAACQKrqGAAAABGdBTUEAALGPC/xhBQAAAAlwSFlzAAAOwQAADsEBuJFr7QAAABl0RVh0U29mdHdhcmUAcGFpbnQubmV0IDQuMC4xNkRpr/UAAACXSURBVChT1dIxC4MwEAXg/v8/VOhQVDBNakV0KA6pxS4JhWRSIYPEJxwdDi1de7wleR+3JIf486w0hKCKRpSvvOhZcCmvNQBRuKqdah03U7UjNNH81rOaBYDo8SQaPX8JANFEaLaGBeAPaaY61rGksiN6TmR5H1j9CSoAosYYHLA7vTxYMvVEZa0liif23r93xjm3/oEYF8PiDn/I2FHCAAAAAElFTkSuQmCC\\\")}.bk-root .slick-sort-indicator-desc{background-image:url(\\\"data:image/gif;base64,R0lGODlhDQAFAIcAAGGQzUD/QOPu+wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAMAAAEALAAAAAANAAUAAAgeAAUAGEgQgIAACBEKLHgwYcKFBh1KFNhQosOKEgMCADs=\\\")}.bk-root .slick-sort-indicator-asc{background-image:url(\\\"data:image/gif;base64,R0lGODlhDQAFAIcAAGGQzUD/QOPu+wAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAMAAAEALAAAAAANAAUAAAgbAAMIDABgoEGDABIeRJhQ4cKGEA8KmEiRosGAADs=\\\")}.bk-root .slick-header-menubutton{background-image:url(\\\"data:image/gif;base64,R0lGODlhDgAOAIABADtKYwAAACH5BAEAAAEALAAAAAAOAA4AAAISjI+py+0PHZgUsGobhTn6DxoFADs=\\\")}.bk-root .slick-pager{background-image:url(\\\"data:image/gif;base64,R0lGODlhAgAYAIcAANDQ0Ovs7uzt7+3u8O7v8e/w8vDx8/Hy9Pn5+QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAAAAP8ALAAAAAACABgAAAghABEIHEiwYMEDCA8YWMiwgMMCBAgMmDhAgIAAGAMAABAQADs=\\\")}.bk-root .bk-data-table{font-size:11px}.bk-root .bk-data-table input[type=\\\"checkbox\\\"]{margin-left:4px;margin-right:4px}.bk-root .bk-data-table *{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}.bk-root .bk-data-table *:before,.bk-root .bk-data-table *:after{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}.bk-root .bk-cell-special-defaults{border-right-color:silver;border-right-style:solid;background:#f5f5f5}.bk-root .bk-cell-select{border-right-color:silver;border-right-style:solid;background:#f5f5f5}.bk-root .bk-cell-index{border-right-color:silver;border-right-style:solid;background:#f5f5f5;text-align:right;color:gray}.bk-root .slick-row.selected .bk-cell-index{background-color:transparent}.bk-root .slick-cell{padding-left:4px;padding-right:4px}.bk-root .slick-cell.active{border-style:dashed}.bk-root .slick-cell.editable{padding-left:0;padding-right:0}.bk-root .bk-cell-editor input,.bk-root .bk-cell-editor select{width:100%;height:100%;border:0;margin:0;padding:0;outline:0;background:transparent;vertical-align:baseline}.bk-root .bk-cell-editor input{padding-left:4px;padding-right:4px}.bk-root .bk-cell-editor-completion{font-size:11px}//# sourceMappingURL=bokeh-tables.min.css.map\\n\\n/* END bokeh-tables.min.css */\");\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    \n",
       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i].call(root, root.Bokeh);\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 = $(document.getElementById(\"\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (root._bokeh_is_loading === 0) {\n",
       "    console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(js_urls, function() {\n",
       "      console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(window));"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "<script src=\"https://code.jquery.com/ui/1.10.4/jquery-ui.min.js\" type=\"text/javascript\"></script>\n",
       "<script type=\"text/javascript\">function HoloViewsWidget(){\n",
       "}\n",
       "\n",
       "HoloViewsWidget.comms = {};\n",
       "HoloViewsWidget.comm_state = {};\n",
       "\n",
       "HoloViewsWidget.prototype.init_slider = function(init_val){\n",
       "\tif(this.load_json) {\n",
       "\t\tthis.from_json()\n",
       "\t} else {\n",
       "\t\tthis.update_cache();\n",
       "\t}\n",
       "}\n",
       "\n",
       "HoloViewsWidget.prototype.populate_cache = function(idx){\n",
       "    this.cache[idx].html(this.frames[idx]);\n",
       "    if (this.embed) {\n",
       "        delete this.frames[idx];\n",
       "    }\n",
       "}\n",
       "\n",
       "HoloViewsWidget.prototype.process_error = function(msg){\n",
       "\n",
       "}\n",
       "\n",
       "HoloViewsWidget.prototype.from_json = function() {\n",
       "\tvar data_url = this.json_path + this.id + '.json';\n",
       "\t$.getJSON(data_url, $.proxy(function(json_data) {\n",
       "\t\tthis.frames = json_data;\n",
       "\t\tthis.update_cache();\n",
       "\t\tthis.update(0);\n",
       "\t}, this));\n",
       "}\n",
       "\n",
       "HoloViewsWidget.prototype.dynamic_update = function(current){\n",
       "\tif (current === undefined) {\n",
       "\t\treturn\n",
       "\t}\n",
       "\tif(this.dynamic) {\n",
       "\t\tcurrent = JSON.stringify(current);\n",
       "\t}\n",
       "\tfunction callback(initialized, msg){\n",
       "\t\t/* This callback receives data from Python as a string\n",
       "\t\t   in order to parse it correctly quotes are sliced off*/\n",
       "\t\tif (msg.content.ename != undefined) {\n",
       "\t\t\tthis.process_error(msg);\n",
       "\t\t}\n",
       "\t\tif (msg.msg_type != \"execute_result\") {\n",
       "\t\t\tconsole.log(\"Warning: HoloViews callback returned unexpected data for key: (\", current, \") with the following content:\", msg.content)\n",
       "\t\t\tthis.time = undefined;\n",
       "\t\t\tthis.wait = false;\n",
       "\t\t\treturn\n",
       "\t\t}\n",
       "\t\tthis.timed = (Date.now() - this.time) * 1.1;\n",
       "\t\tif (msg.msg_type == \"execute_result\") {\n",
       "\t\t\tif (msg.content.data['text/plain'].includes('Complete')) {\n",
       "\t\t\t\tthis.wait = false;\n",
       "\t\t\t\tif (this.queue.length > 0) {\n",
       "\t\t\t\t\tthis.time = Date.now();\n",
       "\t\t\t\t\tthis.dynamic_update(this.queue[this.queue.length-1]);\n",
       "\t\t\t\t\tthis.queue = [];\n",
       "\t\t\t\t}\n",
       "\t\t\t\treturn\n",
       "\t\t\t}\n",
       "\t\t}\n",
       "\t}\n",
       "\tthis.current = current;\n",
       "\tif ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null)) {\n",
       "\t\tvar kernel = Jupyter.notebook.kernel;\n",
       "\t\tcallbacks = {iopub: {output: $.proxy(callback, this, this.initialized)}};\n",
       "\t\tvar cmd = \"holoviews.plotting.widgets.NdWidget.widgets['\" + this.id + \"'].update(\" + current + \")\";\n",
       "\t\tkernel.execute(\"import holoviews;\" + cmd, callbacks, {silent : false});\n",
       "\t}\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",
       "            frame = Object.keys(this.frames)[i];\n",
       "        } else {\n",
       "            frame = i;\n",
       "        }\n",
       "        if(!(frame in this.cache) || force) {\n",
       "\t\t\tif ((frame in this.cache) && force) { this.cache[frame].remove() }\n",
       "\t\t\tthis.cache[frame] = $('<div />').appendTo(\"#\"+\"_anim_img\"+this.id).hide();\n",
       "\t\t\tvar cache_id = \"_anim_img\"+this.id+\"_\"+frame;\n",
       "\t\t\tthis.cache[frame].attr(\"id\", cache_id);\n",
       "\t\t\tthis.populate_cache(frame);\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "HoloViewsWidget.prototype.update = function(current){\n",
       "    if(current in this.cache) {\n",
       "        $.each(this.cache, function(index, value) {\n",
       "            value.hide();\n",
       "        });\n",
       "        this.cache[current].show();\n",
       "\t\tthis.wait = false;\n",
       "    }\n",
       "}\n",
       "\n",
       "HoloViewsWidget.prototype.init_comms = function() {\n",
       "\tif ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel !== undefined)) {\n",
       "\t\tvar widget = this;\n",
       "\t\tcomm_manager = Jupyter.notebook.kernel.comm_manager;\n",
       "        comm_manager.register_target(this.id, function (comm) {\n",
       "\t\t\tcomm.on_msg(function (msg) { widget.process_msg(msg) });\n",
       "\t\t});\n",
       "\t}\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){\n",
       "    this.frames = frames;\n",
       "    this.id = 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",
       "\tthis.json_path = json_path;\n",
       "    this.init_slider(this.current_vals[0]);\n",
       "\tthis.queue = [];\n",
       "\tthis.wait = false;\n",
       "\tif (!this.cached || this.dynamic) {\n",
       "\t\tthis.init_comms()\n",
       "\t}\n",
       "}\n",
       "\n",
       "SelectionWidget.prototype = new HoloViewsWidget;\n",
       "\n",
       "\n",
       "SelectionWidget.prototype.get_key = function(current_vals) {\n",
       "\tvar key = \"(\";\n",
       "    for (var i=0; i<this.slider_ids.length; i++)\n",
       "    {\n",
       "        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",
       "\treturn this.keyMap[key];\n",
       "}\n",
       "\n",
       "SelectionWidget.prototype.set_frame = function(dim_val, dim_idx){\n",
       "\tthis.current_vals[dim_idx] = dim_val;\n",
       "    var current = this.get_key(this.current_vals);\n",
       "    if(current === undefined && !this.dynamic) {\n",
       "        return\n",
       "    }\n",
       "\tif (this.dynamic || !this.cached) {\n",
       "\t\tif (this.time === undefined) {\n",
       "\t\t\t// Do nothing the first time\n",
       "\t\t} else if ((this.timed === undefined) || ((this.time + this.timed) > Date.now())) {\n",
       "\t\t\tvar key = this.current_vals;\n",
       "\t\t\tif (!this.dynamic) {\n",
       "\t\t\t\tkey = this.get_key(key);\n",
       "\t\t\t}\n",
       "\t\t\tthis.queue.push(key);\n",
       "\t\t\treturn\n",
       "\t\t}\n",
       "\t}\n",
       "\tthis.queue = [];\n",
       "\tthis.time = Date.now();\n",
       "\tthis.current_frame = current;\n",
       "    if(this.dynamic) {\n",
       "        this.dynamic_update(this.current_vals)\n",
       "    } else if(this.cached) {\n",
       "        this.update(current)\n",
       "    } else {\n",
       "        this.dynamic_update(current)\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "/* Define the ScrubberWidget class */\n",
       "function ScrubberWidget(frames, num_frames, id, interval, load_json, mode, cached, json_path, dynamic){\n",
       "    this.slider_id = \"_anim_slider\" + id;\n",
       "    this.loop_select_id = \"_anim_loop_select\" + id;\n",
       "    this.id = 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",
       "\tthis.json_path = json_path;\n",
       "    document.getElementById(this.slider_id).max = this.length - 1;\n",
       "    this.init_slider(0);\n",
       "\tthis.wait = false;\n",
       "\tthis.queue = [];\n",
       "\tif (!this.cached || this.dynamic) {\n",
       "\t\tthis.init_comms()\n",
       "\t}\n",
       "}\n",
       "\n",
       "ScrubberWidget.prototype = new HoloViewsWidget;\n",
       "\n",
       "ScrubberWidget.prototype.set_frame = function(frame){\n",
       "\tthis.current_frame = frame;\n",
       "\twidget = 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.cached) {\n",
       "        this.update(frame)\n",
       "    } else {\n",
       "        this.dynamic_update(frame)\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "ScrubberWidget.prototype.process_error = function(msg){\n",
       "\tif (msg.content.ename === 'StopIteration') {\n",
       "\t\tthis.pause_animation();\n",
       "\t\tthis.stopped = true;\n",
       "\t\tvar keys = Object.keys(this.frames)\n",
       "\t\tthis.length = keys.length;\n",
       "\t\tdocument.getElementById(this.slider_id).max = this.length-1;\n",
       "\t\tdocument.getElementById(this.slider_id).value = this.length-1;\n",
       "\t\tthis.current_frame = this.length-1;\n",
       "\t}\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",
       "\tif (this.dynamic || !this.cached) {\n",
       "\t\tif (this.wait) {\n",
       "\t\t\treturn\n",
       "\t\t}\n",
       "\t\tthis.wait = true;\n",
       "\t}\n",
       "\tif (this.dynamic && this.current_frame + 1 >= this.length) {\n",
       "\t\tthis.length += 1;\n",
       "        document.getElementById(this.slider_id).max = this.length-1;\n",
       "\t}\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 || (this.dynamic && !this.stopped)){\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",
       "    this.current_frame -= 1;\n",
       "    if(this.current_frame >= 0){\n",
       "        this.set_frame(this.current_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",
       "\tif (widget.hasClass(\"ui-slider\")) {\n",
       "\t\twidget.slider('option',\n",
       "\t\t\t\t\t  {'min': 0, 'max': values.length-1,\n",
       "\t\t\t\t\t   'dim_vals': values, 'value': 0,\n",
       "\t\t\t\t\t   'dim_labels': values})\n",
       "\t\twidget.slider('option', 'slide').call(widget, event, {'value': 0})\n",
       "\t} else {\n",
       "\t\twidget.empty();\n",
       "\t\tfor (var i=0; i<values.length; i++){\n",
       "\t\t\twidget.append($(\"<option>\", {\n",
       "\t\t\t\tvalue: i,\n",
       "\t\t\t\ttext: values[i]\n",
       "\t\t\t}))};\n",
       "\t\twidget.data('values', values);\n",
       "\t\twidget.data('value', 0);\n",
       "\t\twidget.trigger(\"change\");\n",
       "\t};\n",
       "}\n",
       "\n",
       "// Define Bokeh specific subclasses\n",
       "function BokehSelectionWidget() {\n",
       "\tSelectionWidget.apply(this, arguments);\n",
       "}\n",
       "\n",
       "function BokehScrubberWidget() {\n",
       "\tScrubberWidget.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",
       "\tupdate_cache : function(){\n",
       "\t\t$.each(this.frames, $.proxy(function(index, frame) {\n",
       "\t\t\tthis.frames[index] = JSON.parse(frame);\n",
       "\t\t}, this));\n",
       "\t},\n",
       "\tupdate : function(current){\n",
       "\t\tif (current === undefined) {\n",
       "\t\t\tvar data = undefined;\n",
       "\t\t} else {\n",
       "\t\t\tvar data = this.frames[current];\n",
       "\t\t}\n",
       "\t\tif (data !== undefined) {\n",
       "\t\t\tvar doc = Bokeh.index[data.root].model.document;\n",
       "\t\t\tdoc.apply_json_patch(data.patch);\n",
       "\t\t}\n",
       "\t},\n",
       "\tinit_comms : function() {\n",
       "\t}\n",
       "}\n",
       "\n",
       "// Extend Bokeh widgets with backend specific methods\n",
       "extend(BokehSelectionWidget.prototype, BokehMethods);\n",
       "extend(BokehScrubberWidget.prototype, BokehMethods);\n",
       "</script>\n",
       "\n",
       "\n",
       "<link rel=\"stylesheet\" href=\"https://code.jquery.com/ui/1.10.4/themes/smoothness/jquery-ui.css\">\n",
       "<style>div.hololayout {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "div.holoframe {\n",
       "\twidth: 75%;\n",
       "}\n",
       "\n",
       "div.holowell {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "    margin: 0;\n",
       "}\n",
       "\n",
       "form.holoform {\n",
       "    background-color: #fafafa;\n",
       "    border-radius: 5px;\n",
       "    overflow: hidden;\n",
       "\tpadding-left: 0.8em;\n",
       "    padding-right: 0.8em;\n",
       "    padding-top: 0.4em;\n",
       "    padding-bottom: 0.4em;\n",
       "}\n",
       "\n",
       "div.holowidgets {\n",
       "    padding-right: 0;\n",
       "\twidth: 25%;\n",
       "}\n",
       "\n",
       "div.holoslider {\n",
       "    min-height: 0 !important;\n",
       "    height: 0.8em;\n",
       "    width: 60%;\n",
       "}\n",
       "\n",
       "div.holoformgroup {\n",
       "    padding-top: 0.5em;\n",
       "    margin-bottom: 0.5em;\n",
       "}\n",
       "\n",
       "div.hologroup {\n",
       "    padding-left: 0;\n",
       "    padding-right: 0.8em;\n",
       "    width: 50%;\n",
       "}\n",
       "\n",
       ".holoselect {\n",
       "    width: 92%;\n",
       "    margin-left: 0;\n",
       "    margin-right: 0;\n",
       "}\n",
       "\n",
       ".holotext {\n",
       "    width: 100%;\n",
       "    padding-left:  0.5em;\n",
       "    padding-right: 0;\n",
       "}\n",
       "\n",
       ".holowidgets .ui-resizable-se {\n",
       "\tvisibility: hidden\n",
       "}\n",
       "\n",
       ".holoframe > .ui-resizable-se {\n",
       "\tvisibility: hidden\n",
       "}\n",
       "\n",
       ".holowidgets .ui-resizable-s {\n",
       "\tvisibility: hidden\n",
       "}\n",
       "\n",
       "div.bk-hbox {\n",
       "    display: flex;\n",
       "    justify-content: center;\n",
       "}\n",
       "\n",
       "div.bk-hbox div.bk-plot {\n",
       "    padding: 8px;\n",
       "}\n",
       "\n",
       "div.bk-hbox div.bk-data-table {\n",
       "    padding: 20px;\n",
       "}\n",
       "</style>\n",
       "\n",
       "\n",
       "<div>\n",
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       "  \n",
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     },
     "metadata": {},
     "output_type": "display_data"
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   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import warnings\n",
    "warnings.simplefilter(action='ignore', category=FutureWarning)\n",
    "\n",
    "from sklearn import preprocessing\n",
    "import pymc3 as pm\n",
    "import theano.tensor as ttens\n",
    "\n",
    "\n",
    "import holoviews as hv\n",
    "import matplotlib.pyplot as plt\n",
    "from bokeh.plotting import figure, show\n",
    "from bokeh.layouts import column\n",
    "\n",
    "hv.notebook_extension('bokeh')\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Deterministic linear regression\n",
    "\n",
    "The aim of \\emph{deterministic} linear regression is to estimate the \n",
    "intercept and slopes when regressing an predictor matrix $X$\n",
    "on an outcome variable $y$:\n",
    "\\begin{equation}\n",
    " \\mathbf{y} = \\mathbf{\\alpha} + X \\cdot \\mathbf{\\beta} + \\epsilon\n",
    "\\end{equation}\n",
    "where:\n",
    "\n",
    "* $\\alpha$ is the intercept \n",
    "\n",
    "* $\\mathbf{\\beta}$ is a vector of regression slopes\n",
    "\n",
    "* $\\epsilon$ is the scalar error variable.\n",
    "\n",
    "* $X$ is the *predictor* array\n",
    "\n",
    "$X$ has shape ($N$,$K$) where $N$ is the number of data points and $K$ is the number of *features*.\n",
    "\n",
    "In deterministic linear regression the aim is to make point estimates of the \n",
    "parameters $\\alpha$, $\\mathbf{\\beta}$ to find the line of best fit.\n",
    "\n",
    "## Bayesian linear regression\n",
    "In Bayesian linear regression, on the other hand, the aim is to infer the probability distribution function (PDF) for the parameters $\\alpha$, $\\beta$ and $\\sigma$ rather than point estimates.  \n",
    "\n",
    "To illustrate how Bayesian linear regression works, we first have an example with fake data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
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      ],
      "text/plain": [
       ":Points   [x,y]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Number of data points\n",
    "N = 100\n",
    "# Intercept\n",
    "alpha = 1\n",
    "# Slope\n",
    "beta = 2\n",
    "# Predictor\n",
    "X = np.linspace(-6,6, N)\n",
    "# Target\n",
    "y = alpha + (beta * X) + np.random.normal(0,3,size=N)\n",
    "# Turn X from a vector into a 1D array\n",
    "X = X[:,np.newaxis]\n",
    "\n",
    "fake_scatter = hv.Points((X[:,0],y), group=\"Scatter plot of fake data\")\n",
    "fake_scatter"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see that the data is scattered around the line $y = 1 + 2X$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Likelihood\n",
    "The Bayesian linear regression model is specified with the likelihood of \n",
    "the model:\n",
    "$$  \\mathbf{y} \\sim \\mathcal{N}(\\mathbf{\\mu}, \\sigma)$$\n",
    "$$  \\mathbf{\\mu} = \\alpha +  \\mathbf{X} \\cdot \\mathbf{\\beta}$$\n",
    "\n",
    "\n",
    "The parameter vector $\\mathbf{\\theta} = (\\alpha, \\beta_{0},..., \\beta_{K},\\sigma)$ where\n",
    "$\\alpha$ is the intercept, $\\beta_{i}$ is a regression slope for feature $i$ and $\\sigma$ is the standard deviation.\n",
    "### Priors\n",
    "We need prior distributions for each of the parameters. We take the priors to be:\n",
    "$$\\alpha \\sim \\mathcal{N}(0, 1),$$\n",
    "$$  \\beta_{i} \\sim \\mathcal{N}(0, 1)$$ and\n",
    "$$  \\sigma \\sim \\mathcal{N}^{+}(0, 1)$$\n",
    "\n",
    "where $\\mathcal{N}^{+}$ means that only positive values in the distribution are taken.  We discuss the basis for choosing the priors more in the example with real data below.\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Specifying a linear regression model in PyMC3\n",
    "\n",
    "This linear regression model is specified in a similar way to the univariate normal distribution in Part 2.  The main difference is that we must specify that $\\mu$ is a function of $\\alpha$ and $\\beta$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def linear_regression(X, y, \n",
    "                      alpha_prior, beta_prior, sigma_prior,\n",
    "                      samples = 1000, njobs = 2):\n",
    "    # Number of predictors\n",
    "    K = X.shape[1]\n",
    "    # Number of data points\n",
    "    N = X.shape[0]\n",
    "\n",
    "    with pm.Model() as model: \n",
    "        #Specify priors\n",
    "        alpha = pm.Normal('alpha', mu = alpha_prior['mu'], sd = alpha_prior['sd'])\n",
    "        beta = pm.Normal('beta', mu = beta_prior['mu'], sd = beta_prior['sd'], shape = int(K))\n",
    "        sigma = pm.HalfNormal('sigma', sd = sigma_prior['sd'])\n",
    "        \n",
    "        # Specify regression relationship in mu\n",
    "        # Need to use the Theano dot product function to combine beta and X\n",
    "        mu = alpha + ttens.dot(beta,X.T)\n",
    "        \n",
    "        # Specify likelihood\n",
    "        Y_obs = pm.Normal('Y_obs', mu = mu, sd = sigma, observed = y)\n",
    "        \n",
    "        # Fit the model\n",
    "        trace = pm.sample(draws = samples, njobs = njobs)\n",
    "        \n",
    "        # Generate data from the model\n",
    "        simulate_data = pm.sample_ppc(trace=trace,model=model)\n",
    "    return model, trace, simulate_data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The model code is similar to fitting a univariate normal distribution.  The difference is that $\\mu$ is now the regression relationship $\\mu = \\alpha + X \\cdot \\beta$.  As PyMC3 uses Theano as its computational backend, we must be the Theano dot product function ```ttens.dot``` to do the matrix multiplication of $\\beta$ and $X$.\n",
    "\n",
    "Now we specify the priors and fit the model for this *fake data* example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Auto-assigning NUTS sampler...\n",
      "INFO:pymc3:Auto-assigning NUTS sampler...\n",
      "Initializing NUTS using advi...\n",
      "INFO:pymc3:Initializing NUTS using advi...\n",
      "Average ELBO = -258.27: 100%|██████████| 200000/200000 [00:11<00:00, 16774.92it/s]\n",
      "Finished [100%]: Average ELBO = -258.3\n",
      "INFO:pymc3:Finished [100%]: Average ELBO = -258.3\n",
      "100%|██████████| 1000/1000 [00:02<00:00, 337.96it/s]\n",
      "100%|██████████| 1000/1000 [00:58<00:00, 17.36it/s]\n"
     ]
    }
   ],
   "source": [
    "alpha_prior = {'mu':0, 'sd':1}\n",
    "beta_prior = {'mu':0, 'sd':2}\n",
    "sigma_prior = {'sd':2}\n",
    "\n",
    "model_fake, trace_fake, simulated_data_fake = linear_regression(X,y,\n",
    "                                                alpha_prior = alpha_prior,\n",
    "                                                beta_prior = beta_prior,\n",
    "                                                sigma_prior = sigma_prior,\n",
    "                                                njobs = 4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We examine the diagnostics of the model fit to ensure the algorithm performed satisfactorily."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'alpha': 1.0008694891774115,\n",
       " 'beta': array([ 0.99994605]),\n",
       " 'sigma': 1.0000866727628674,\n",
       " 'sigma_log_': 1.0000958368283366}"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pm.diagnostics.gelman_rubin(trace_fake)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "These values are close to 1 and so should be acceptable.  Now we check the number of effective samples."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'alpha': 2570.0,\n",
       " 'beta': array([ 2880.]),\n",
       " 'sigma': 2540.0,\n",
       " 'sigma_log_': 2528.0}"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pm.diagnostics.effective_n(trace_fake)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "These are all greater than 1000 and so should be sufficient for our purposes.  Now we can look at the posterior distributions of the parameters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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q0NvVVlnIpeI+Kn8ohu0QzxkVBpbj87JPhJPNYvb0joqQ6YoX2NGTYihnlEIK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ZUYXppr8Nz3BYr/tRdPtRtls5Jz551w/ulc//bX2VLxKQFvKi3FN3LvZadw7gxZ40r03azsWTx3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\nr+eU99/EVOHZrPldllO+tYm9p32IC178sWMz8C4e1hBCnIFfC+sl+MWJ3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9HDp5/+ad55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WJ/c465mBF4PATz2pQtnMosc3Oz1JsWhVLM+6Siq6g7DfLmfKKNuuXiKhLbnV37KNx1O4NT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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fa6c4a84fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pm.traceplot(trace_fake);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The true intercept is $\\alpha = 1$ and the model has found values that are a bit lower than this.\n",
    "\n",
    "The true slope is $\\beta = 2$ and the model has found values that are biased slightly lower than this.\n",
    "\n",
    "The standard deviation is $\\sigma = 3$ and the model has found values close to this.\n",
    "\n",
    "The difference between the true values and the centre of the model PDFs is mainly due to the significant noise in the data.  \n",
    "\n",
    "Using the values of $\\alpha$ and $\\beta$, we can fit regression lines to the data.\n",
    "\n",
    "### Get the line of best fit\n",
    "We can recover the line of best fit by using the posterior distributions of $\\alpha$ and $\\beta$ while ignoring $\\sigma$.  We show an example of how we use $\\sigma$ below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Get the lines through the data set with no noise\n",
    "mu = trace_fake.get_values('alpha')[:,np.newaxis] + trace_fake.get_values('beta')*X.T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x7fa68bf810f0>"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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D4Flr7VeCPP8kybhWz8i5S4IueBZqrRuv27D07ik8vLySP3+wG2shJyuDr543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\nAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fa68c0409b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the line of best fit as the mean of mu\n",
    "plt.plot(X[:,0],mu.mean(axis=0));\n",
    "# Plot the original fake data\n",
    "plt.scatter(X[:,0],y)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Regression with temperature and CO2 data\n",
    "\n",
    "### Datasets\n",
    "\n",
    "We are going to look at two datasets.  The first is the daily mean Stockholm weather data we have already used."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>precip</th>\n",
       "      <th>temp</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1962</th>\n",
       "      <td>1.660000</td>\n",
       "      <td>5.733699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1963</th>\n",
       "      <td>1.423288</td>\n",
       "      <td>6.050685</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1964</th>\n",
       "      <td>1.027322</td>\n",
       "      <td>6.770765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1965</th>\n",
       "      <td>1.591781</td>\n",
       "      <td>5.783836</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1966</th>\n",
       "      <td>1.513151</td>\n",
       "      <td>5.838904</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        precip      temp\n",
       "date                    \n",
       "1962  1.660000  5.733699\n",
       "1963  1.423288  6.050685\n",
       "1964  1.027322  6.770765\n",
       "1965  1.591781  5.783836\n",
       "1966  1.513151  5.838904"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a dataframe df that holds the daily weather data\n",
    "df = pd.read_csv('data/temp_rain_1960_to_2017.csv',index_col='date', parse_dates=True)\n",
    "# Select the period that overlaps with the temperature data\n",
    "trim = df.loc['1962-01-01':'2016-12-31']\n",
    "# Create a new dataframe with the annual mean weather data\n",
    "annual = trim.groupby(trim.index.year).mean()\n",
    "# Print the first five rows of the dataset\n",
    "annual.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The second dataset is the record of CO2 from Mauna Loa in Hawaii.  Again, we'll take the annual mean data and trim the dataset to cover the same period as the temperature data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Create a dataframe called maunca that holds the daily CO2 data\n",
    "# The parse_dates=True means that it interprets the date column in the .csv file as a date\n",
    "mauna = pd.read_csv('data/mauna_loa.csv',index_col='date',parse_dates=True)\n",
    "# Create a new dataframe with the annual mean data\n",
    "annual_mauna = mauna.groupby(mauna.index.year).mean()\n",
    "# Select the period that overlaps with the temperature data\n",
    "annual_mauna = annual_mauna.loc['1961-12-31':'2016-12-31']\n",
    "# Print the first five rows of the annual mean data\n",
    "annual_mauna.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visual inspection\n",
    "As ever, we begin by inspecting the data.  We plot both the time series for the overlapping period from 1962 to 2016."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
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      "text/plain": [
       ":Layout\n",
       "   .CO2.I         :Curve   [Year]   (Annual mean CO2 concentration (ppm))\n",
       "   .Temperature.I :Curve   [Year]   (Temperature degrees C)"
      ]
     },
     "execution_count": 70,
     "metadata": {},
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   "source": [
    "%%output size=150\n",
    "%%opts Curve.CO2 (color=\"red\")\n",
    "co2_ann = hv.Curve((annual_mauna.index,annual_mauna.co2), \n",
    "                      kdims=[\"Year\"],vdims=[\"Annual mean CO2 concentration (ppm)\"],\n",
    "                      group=\"CO2\")\n",
    "temp_ann = hv.Curve((annual.index,annual.temp), \n",
    "                    kdims=[\"Year\"],vdims=[\"Temperature degrees C\"],\n",
    "                   group=\"Temperature\")\n",
    "\n",
    "co2_ann + temp_ann"
   ]
  },
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   "metadata": {},
   "source": [
    "We see that there is an almost continual increase in the annual mean CO2 concentration over this period.  The annual mean temperature in Stockholm is much more variable, but it too has an increasing trend over this period.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Estimated temperature change is 0.03 degrees per unit CO2 \n"
     ]
    }
   ],
   "source": [
    "print(\"Estimated temperature change is {:.2f} degrees per unit CO2 \".format( (annual.temp.iloc[-1]-annual.temp.iloc[0])/(annual_mauna.co2.iloc[-1]-annual_mauna.co2.iloc[0])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To examine the  relationship a bit more closely, we can compare the CO2 concentration and the temperature in a scatter plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
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      "text/plain": [
       ":Scatter   [CO2 ppm]   (Temperature degrees C)"
      ]
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   "source": [
    "%%output size=150 # Set figure size\n",
    "%%opts Scatter (size=7)\n",
    "\n",
    "co2_temp = hv.Scatter((annual_mauna.co2.values, annual.temp.values),\n",
    "                               kdims=[\"CO2 ppm\"], vdims = [\"Temperature degrees C\"],\n",
    "                                                  group = 'Original units')\n",
    "\n",
    "# Output the scatter plot\n",
    "co2_temp"
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   "source": [
    "We have confirmation that higher values of CO2 are generally associated with higher values of temperature, though with considerable variability.\n",
    "\n",
    "While the dots lining up on a scatter plot could simply be a [spurious correlation](http://www.tylervigen.com/spurious-correlations) numerous studies suggest that higher concentrations of CO2 in the atmopshere lead to higher surface temperatures.  Furthermore, these studies suggest that the global mixing time for CO2 is short, and so the values observed on Mauna Loa are relevant even for places half the world away in Scandinavia.\n",
    "\n",
    "On this basis we're going to model the temperature in Stockholm as a function of the CO2 concentration on Mauna Loa.\n",
    "\n",
    "\n",
    "### Centering and standardizing the data\n",
    "\n",
    "Machine learning algorithms are often senstive to the scales in the data. The scales for CO2 are that the mean CO2 values are in the 100s and the variability is in the 10s.  The scales for temperature are means values of close to 5 and variability close to 1.  Using algorithms with these scales often leads to poor inferences.\n",
    "\n",
    "This can be addressed by centering and standardizing the data.  In this case we will center and standardize both the CO2 and the temperature data.  The process of centering in statistics is similar to the process of looking at anomalies with respect to some background mean state in physics.  The process of standardizing in statistics is similar to the process of non-dimensionalising data in physics.\n",
    "\n",
    "To carry out the centering and standardizing, we use the ```preprocessing``` module from the sklearn machine learning library."
   ]
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    "# Get the parameters for the centering and standardization\n",
    "scaler_temp = preprocessing.StandardScaler().fit(annual.temp.values[:,np.newaxis])\n",
    "# Apply these parameters to a new scaled temperature series\n",
    "annual['temp_scaled'] = scaler_temp.transform(annual.temp[:,np.newaxis])\n",
    "\n",
    "scaler_co2 = preprocessing.StandardScaler().fit(annual_mauna.co2.values[:,np.newaxis])\n",
    "# Apply these parameters to a new scaled temperature series\n",
    "annual_mauna['co2_scaled'] = scaler_co2.transform(annual_mauna.co2[:,np.newaxis])"
   ]
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   "source": [
    "The following plots compare the scaled and unscaled data to show that they are geometrically the same."
   ]
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   "execution_count": 74,
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       "        setTimeout(display_loaded, 100)\n",
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       "      try {\n",
       "        root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "      }\n",
       "      finally {\n",
       "        delete root._bokeh_onload_callbacks\n",
       "      }\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "  \n",
       "    function load_libs(js_urls, callback) {\n",
       "      root._bokeh_onload_callbacks.push(callback);\n",
       "      if (root._bokeh_is_loading > 0) {\n",
       "        console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
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       "        run_callbacks();\n",
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       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      root._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
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       "        s.onreadystatechange = s.onload = function() {\n",
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       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
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       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
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       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
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       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'f2db2cae-af15-452f-bc31-ceddcab9dbf4' but no matching script tag was found. \")\n",
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       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
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       "        })();\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "  \n",
       "    function run_inline_js() {\n",
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       "          display_loaded();\n",
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       "        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",
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       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "  \n",
       "    }\n",
       "  \n",
       "    if (root._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(window));\n",
       "</script></div>"
      ],
      "text/plain": [
       ":Scatter   [CO2 ppm]   (Temperature degrees C)"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%opts Scatter (size=7)\n",
    "\n",
    "co2_temp_scaled = hv.Scatter((annual_mauna.co2_scaled.values, annual.temp_scaled.values),\n",
    "                               kdims=[\"CO2 ppm\"], vdims = [\"Temperature degrees C\"],\n",
    "                             group = 'scaled') \n",
    "co2_temp_scaled"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
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      "text/plain": [
       ":Scatter   [CO2 ppm]   (Temperature degrees C)"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
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   "source": [
    "co2_temp"
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   "cell_type": "markdown",
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   "source": [
    "## Specify the model mathematically\n",
    "\n",
    "As above, we use a normal distribtion of the likelihood.\n",
    "$$  \\mathbf{y} \\sim \\mathcal{N}(\\mathbf{\\mu}, \\sigma)$$\n",
    "$$  \\mathbf{\\mu} = \\alpha +  \\mathbf{X} \\cdot \\mathbf{\\beta}$$\n",
    "\n",
    "\n",
    "As above, the parameter vector $\\mathbf{\\theta} = (\\alpha, \\beta_{0},..., \\beta_{K},\\sigma)$ where\n",
    "$\\alpha$ is the intercept, $\\beta_{i}$ is a regression slope for feature $i$ and $\\sigma$ is the standard deviation.\n",
    "### Priors\n",
    "We need prior distributions for each of the parameters. We take the priors to be:\n",
    "$$\\alpha \\sim \\mathcal{N}(0, 3),$$\n",
    "$$  \\beta_{i} \\sim \\mathcal{N}(0, 3)$$ and\n",
    "$$  \\sigma \\sim \\mathcal{N}^{+}(0, 3)$$\n",
    "\n",
    "where $\\mathcal{N}^{+}$ means that only positive values in the distribution are taken.  The process of centering and standardization means that we can use these generic priors for many problems. The exact numberical values used - especially for the standard deviations in $\\alpha$, $\\beta$ and $\\sigma$ should be varied to see how it affects the inference.  These kinds of prior are known as **weakly-informative priors**.\n",
    "\n",
    "\n",
    "We can justify the use of weakly-informative priors because the data are centered and\n",
    "normalised.  As such we expect the intercept to be close to 0 and the values of the regression slopes in $\\mathbf{\\beta}$\n",
    "and the standard deviation $\\sigma$ to be order 1.  As such the priors we have chosen act\n",
    "to prevent these parameters from taking extreme values due to noise in the data.  We expect that by \n",
    "preventing the parameters from taking such extreme values the model performance out-of-sample is improved.\n",
    "\n",
    "[Michael Betancourt has written more about the effect of weakly-informative priors on a regression analysis](http://mc-stan.org/users/documentation/case-studies/weakly_informative_shapes.html).\n",
    "\n",
    "\n",
    "### Creating the dataset\n",
    "We now create the data vector and array that we feed to PyMC3.  In this case we are fitting a linear trend to the data, so $y$ is the annual mean temperature and $X$ is the predictor CO2 data. \n",
    "\n",
    "We have 55 years of data.  However, it is a good idea to split your data into a **training dataset** and a **testing dataset**.  We use the training dataset to fit the model.  We then explore how well the model performs in comparison to the testing dataset that it hasn't seen before.\n",
    "\n",
    "In this case we take the data from 1962-1992 as the training data and the data from 1993-2016 as the testing data.\n",
    "\n",
    "We assume that the 55 years of data is **independently and identically distributed**."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 161,
   "metadata": {
    "collapsed": true
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   "outputs": [],
   "source": [
    "# Specify our target vector y and our standardized feature array X\n",
    "y_train_scaled = annual.temp_scaled.loc[1962:1992].values\n",
    "y_train = annual.temp.loc[1962:1992].values\n",
    "y_test = annual.temp_scaled.loc[1993:].values\n",
    "\n",
    "# X needs to be an array rather than a vector, so we do [:,np.newaxis] to transform it from a vector to a 1D array\n",
    "X_train_scaled = annual_mauna.co2_scaled.loc[1962:1992].values[:,np.newaxis]\n",
    "X_train = annual_mauna.co2.loc[1962:1992].values[:,np.newaxis]\n",
    "\n",
    "X_test = annual_mauna.co2_scaled.loc[1993:].values[:,np.newaxis]\n",
    "\n",
    "time_train = annual.index[:31]\n",
    "time_test = annual.index[32:]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fit the model\n",
    "We can now fit the model to the **training dataset**."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Auto-assigning NUTS sampler...\n",
      "INFO:pymc3:Auto-assigning NUTS sampler...\n",
      "Initializing NUTS using advi...\n",
      "INFO:pymc3:Initializing NUTS using advi...\n",
      "Average ELBO = -49.225: 100%|██████████| 200000/200000 [00:11<00:00, 17072.64it/s]\n",
      "Finished [100%]: Average ELBO = -49.222\n",
      "INFO:pymc3:Finished [100%]: Average ELBO = -49.222\n",
      "100%|██████████| 1000/1000 [00:03<00:00, 262.14it/s]\n",
      "  5%|▍         | 46/1000 [00:02<00:53, 17.90it/s]"
     ]
    }
   ],
   "source": [
    "alpha_prior = {'mu':0, 'sd':3}\n",
    "beta_prior = {'mu':0, 'sd':3}\n",
    "sigma_prior = {'sd':3}\n",
    "\n",
    "model, trace, simulated_data = linear_regression(X_train_scaled,y_train_scaled,\n",
    "                                                alpha_prior = alpha_prior,\n",
    "                                                beta_prior = beta_prior,\n",
    "                                                sigma_prior = sigma_prior)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As before, we inspect the model fit for problems."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'alpha': 1.0038708577290725,\n",
       " 'beta': array([ 1.00372578]),\n",
       " 'sigma': 0.99987928890883127,\n",
       " 'sigma_log_': 1.0001017725932893}"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pm.diagnostics.gelman_rubin(trace)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All the values are close to 1 here, so the fit should be ok."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'alpha': 344.0, 'beta': array([ 371.]), 'sigma': 953.0, 'sigma_log_': 993.0}"
      ]
     },
     "execution_count": 93,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pm.diagnostics.effective_n(trace)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [
    {
     "data": {
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DE3kkBoWyyebeBMXyVM65GsGqEDpCXi5A4nAd3u5kKYL29bAjjWoXwVopgn4X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41IU6hlqWZS+IGvDMg/O8UlKrtdUyLheC5WHmlon+1GDtvk1Yr2t62DXs0h3WxYJa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\nmUrwxFiAQxMJ7p3IcM9Oe7JyT1OI1d0J1nTHWd2VYE13giVt0ar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      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fa65c86b278>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pm.traceplot(trace);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see that the chains have not coverged to exactly the same posteriors, but it's not a diasaster either. It would probably be worth increasing the number of samples in the posterior to see if that helps things.\n",
    "\n",
    "### Reverting the the original scales\n",
    "We would prefer to have our samples for $\\alpha$, $\\beta$ and $\\sigma$ back in their original scales.\n",
    "\n",
    "For the intercept $\\alpha$ we do this with:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "alpha = (trace.get_values('alpha')*scaler_temp.scale_) + annual.temp.mean() -(trace.get_values('beta')[:,0]*(scaler_temp.scale_/scaler_co2.scale_)*annual_mauna.co2.mean())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "While for the slope $\\beta$ we recover the original units with:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Mean value of the regression slope is 0.023\n"
     ]
    }
   ],
   "source": [
    "beta = trace.get_values('beta')*(scaler_temp.scale_/scaler_co2.scale_)\n",
    "\n",
    "print('Mean value of the regression slope is {:.2}'.format(beta.mean()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.97273818362582776"
      ]
     },
     "execution_count": 115,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sigma = trace.get_values('sigma')\n",
    "sigma.mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    </div>\n",
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       "  \n",
       "  (function(root) {\n",
       "    function now() {\n",
       "      return new Date();\n",
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       "    var force = false;\n",
       "  \n",
       "    if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "      root._bokeh_onload_callbacks = [];\n",
       "      root._bokeh_is_loading = undefined;\n",
       "    }\n",
       "  \n",
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       "    \n",
       "    if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "      root._bokeh_timeout = Date.now() + 0;\n",
       "      root._bokeh_failed_load = false;\n",
       "    }\n",
       "  \n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</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",
       "      if (root.Bokeh !== undefined) {\n",
       "        var el = document.getElementById(\"37444c49-3533-4c23-b420-c1b0952bd904\");\n",
       "        if (el != null) {\n",
       "          el.textContent = \"BokehJS \" + 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) { callback() });\n",
       "      }\n",
       "      finally {\n",
       "        delete root._bokeh_onload_callbacks\n",
       "      }\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "  \n",
       "    function load_libs(js_urls, callback) {\n",
       "      root._bokeh_onload_callbacks.push(callback);\n",
       "      if (root._bokeh_is_loading > 0) {\n",
       "        console.log(\"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.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "      root._bokeh_is_loading = js_urls.length;\n",
       "      for (var i = 0; i < js_urls.length; i++) {\n",
       "        var url = js_urls[i];\n",
       "        var s = document.createElement('script');\n",
       "        s.src = url;\n",
       "        s.async = false;\n",
       "        s.onreadystatechange = s.onload = function() {\n",
       "          root._bokeh_is_loading--;\n",
       "          if (root._bokeh_is_loading === 0) {\n",
       "            console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "            run_callbacks()\n",
       "          }\n",
       "        };\n",
       "        s.onerror = function() {\n",
       "          console.warn(\"failed to load library \" + url);\n",
       "        };\n",
       "        console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "      }\n",
       "    };var element = document.getElementById(\"37444c49-3533-4c23-b420-c1b0952bd904\");\n",
       "    if (element == null) {\n",
       "      console.log(\"Bokeh: ERROR: autoload.js configured with elementid '37444c49-3533-4c23-b420-c1b0952bd904' but no matching script tag was found. \")\n",
       "      return false;\n",
       "    }\n",
       "  \n",
       "    var js_urls = [];\n",
       "  \n",
       "    var inline_js = [\n",
       "      function(Bokeh) {\n",
       "        (function() {\n",
       "          var fn = function() {\n",
       "            var docs_json = 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       "            var render_items = [{\"docid\":\"d48bc431-18ab-4b8a-8690-fe171da6ac18\",\"elementid\":\"37444c49-3533-4c23-b420-c1b0952bd904\",\"modelid\":\"5dd5238e-e01d-4f4e-9bc7-de567523041e\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "          };\n",
       "          if (document.readyState != \"loading\") fn();\n",
       "          else document.addEventListener(\"DOMContentLoaded\", fn);\n",
       "        })();\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "  \n",
       "    function run_inline_js() {\n",
       "      \n",
       "      if ((root.Bokeh !== undefined) || (force === true)) {\n",
       "        for (var i = 0; i < inline_js.length; i++) {\n",
       "          inline_js[i].call(root, root.Bokeh);\n",
       "        }if (force === true) {\n",
       "          display_loaded();\n",
       "        }} else if (Date.now() < root._bokeh_timeout) {\n",
       "        setTimeout(run_inline_js, 100);\n",
       "      } else if (!root._bokeh_failed_load) {\n",
       "        console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "        root._bokeh_failed_load = true;\n",
       "      } else if (force !== true) {\n",
       "        var cell = $(document.getElementById(\"37444c49-3533-4c23-b420-c1b0952bd904\")).parents('.cell').data().cell;\n",
       "        cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "      }\n",
       "  \n",
       "    }\n",
       "  \n",
       "    if (root._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(window));\n",
       "</script></div>"
      ],
      "text/plain": [
       ":Overlay\n",
       "   .Curve.I  :Curve   [Year]   (Temperature)\n",
       "   .Curve.II :Curve   [x]   (y)"
      ]
     },
     "execution_count": 118,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%output size=150\n",
    "mod = hv.Curve((annual.index, alpha.mean() + beta.mean()*annual_mauna.co2.values))\n",
    "data = hv.Curve((annual.index,annual.temp),kdims=[\"Year\"],vdims=[\"Temperature\"])\n",
    "data*mod"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we want to compare the *probabilistic* model prediction with the training data.  To do so we take our samples of\n",
    "$\\alpha$,$\\beta$ and $\\sigma$ and combine them with our CO2 predictor $X$ to generate data from our model\n",
    "$$ y \\sim \\mathcal{N}(\\mu,\\sigma)$$\n",
    "or\n",
    "$$ y \\sim \\mathcal{N}(\\alpha + X\\cdot \\beta,\\sigma)$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-1.4469727233476333"
      ]
     },
     "execution_count": 160,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_train[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Generate the predictions for \\mu under the model with shape (4000,55)\n",
    "mu = alpha[:,np.newaxis] + beta*X_train\n",
    "# Generate samples from the model\n",
    "model = np.random.normal(mu,sigma[:,np.newaxis])\n",
    "# Calculate some statistics from the model predictions\n",
    "model_mean = model.mean(axis=0)\n",
    "model_upper = np.percentile(model,97.5,axis=0)\n",
    "model_lower = np.percentile(model,2.5,axis=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can compare the model predictions with the data *over the training period*. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def uncertain_prediction(time_index,data, model_mean, model_lower,model_upper, \n",
    "                         title = 'Data versus model prediction', ylabel = 'Temperature', xlabel = 'Year'):\n",
    "    \"\"\"Make a bokeh plot to show the probability distribution function for rho compared with its true value\n",
    "    \n",
    "    Inputs:\n",
    "    time_index: (1d array) - Time index for x-axis\n",
    "    data: (1d array) - Observed data\n",
    "    model_mean (1d array) - Mean of model predictions\n",
    "    model_lower: (1d array) - Lower bound for temperature in 95% range\n",
    "    model_upper: (1d array) - Upper bound for temperature in 95% range\n",
    "    \"\"\"\n",
    "    #Have to append a reversed series for the patch coordinates\n",
    "    band_x = np.append(time_index, time_index[::-1])\n",
    "    band_y = np.append(model_lower, model_upper[::-1])\n",
    "    p = figure(title= title, height = 500, width = 900)\n",
    "    p.line(time_index, data, color = 'blue')\n",
    "    p.line(time_index, model_mean, color = 'black')\n",
    "    p.patch(band_x, band_y, color='green', fill_alpha=0.5, line_color = \"green\")\n",
    "    p.xaxis.axis_label = xlabel\n",
    "    p.yaxis.axis_label = ylabel\n",
    "    show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [
    {
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       "  \n",
       "    var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "       \"<div style='background-color: #fdd'>\\n\"+\n",
       "       \"<p>\\n\"+\n",
       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</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",
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       "        delete root._bokeh_onload_callbacks\n",
       "      }\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "  \n",
       "    function load_libs(js_urls, callback) {\n",
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       "      console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
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    }
   ],
   "source": [
    "uncertain_prediction(time_train, y_train,model_mean,model_lower,model_upper, \n",
    "                     title=\"Data and model 95% range\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see that the model is effective over the training period in capturing the trend and variability in the data.\n",
    "\n",
    "## Training and testing\n",
    "Statistical models often do well in fitting to the data for the period in which they are trained.  However, we are mainly interested in whether the models *generalise* to other periods.  Using the example above, if we know that the CO2 concentration is likely to keep rising in the decades to come, will the same relationship with temperature in Stockholm hold?\n",
    "\n",
    "To get a sense of how well the model might generalise, we can divide our data into a *training* period and a *testing* period.  We will fit the model in the training period and then examine whether it works well at predicting the new data that it has not seen in the test period.  In this case we will take the first 35 years to be the training period and the last 20 years as the test period.\n",
    "\n",
    "We will also make some modifications to the Stan code that we used above.  Firstly, we will provide both the training and testing data as inputs.  This means, for example, that $N$ is replaced by $N_{train}$ and $N_{test}$.  We will also get Stan to generate the model predictions from the normal distribution instead of doing it outselves."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Split the data into training and testing data\n",
    "time_train = annual.index[:30]\n",
    "time_test = annual.index[30:]\n",
    "\n",
    "y_train = annual.temp.iloc[:30].values\n",
    "X_train = annual_mauna.co2_scaled.iloc[:30].values[:,np.newaxis]\n",
    "\n",
    "y_test = annual.temp.iloc[30:].values\n",
    "X_test = annual_mauna.co2_scaled.iloc[30:].values[:,np.newaxis]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Fit the model to the *training* data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Auto-assigning NUTS sampler...\n",
      "INFO:pymc3:Auto-assigning NUTS sampler...\n",
      "Initializing NUTS using advi...\n",
      "INFO:pymc3:Initializing NUTS using advi...\n",
      "Average ELBO = -49.582: 100%|██████████| 200000/200000 [00:11<00:00, 17241.04it/s]\n",
      "Finished [100%]: Average ELBO = -49.588\n",
      "INFO:pymc3:Finished [100%]: Average ELBO = -49.588\n",
      "100%|██████████| 1000/1000 [00:03<00:00, 276.86it/s]\n",
      "100%|██████████| 1000/1000 [00:57<00:00, 18.50it/s]\n"
     ]
    }
   ],
   "source": [
    "model2, trace2, simulated_data2 = linear_regression(X_train,y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "alpha2 = trace2.get_values('alpha')[:,np.newaxis]  - annual_mauna.co2.mean()*trace2.get_values('beta')/scaler_co2.scale_\n",
    "beta2 = trace2.get_values('beta')/scaler_co2.scale_\n",
    "sigma2 = trace2.get_values('sigma')[:,np.newaxis]\n",
    "\n",
    "# Generate the predictions for \\mu under the model with shape (4000,55)\n",
    "mu_train = alpha2 + np.dot(beta2,X_train.T)\n",
    "mu_test = alpha2 + np.dot(beta2,X_test.T)\n",
    "\n",
    "# Generate samples from the model\n",
    "yfit_train = np.random.normal(mu_train,sigma2)\n",
    "yfit_test = np.random.normal(mu_test,sigma2)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-1.3203863895388248"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alpha.mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "predicted_values = {}\n",
    "predicted_values['yfit_train'] = yfit_train\n",
    "predicted_values['yfit_test'] = yfit_test\n",
    "predicted_values['time_test'] = time_test\n",
    "predicted_values['time_train'] = time_train"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the *data* block we have now separated the variables into training and testing variables.\n",
    "\n",
    "We have also add a *generated quantities* block.  This block will produce the predicted values by drawing from a normal distribution as we did manually above."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The output is a bit more verbose this time, as it includes the *generated quantities* $yfit_train$ and $yfit_test$ as well as the regression parameters.  Overall we still have over a thousand effective samples for each of the three model parameters and so we should still be able to estimate the statistics of interest."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def uncertain_prediction_split(time_train,data_train, time_test, data_test,\n",
    "                               predicted_values, \n",
    "                         title = 'Data versus model prediction', ylabel = 'Temperature', xlabel = 'Year'):\n",
    "    \"\"\"Make a bokeh plot to show the probability distribution function for rho compared with its true value\n",
    "    \n",
    "    Inputs:\n",
    "    time_index: (1d array) - Time index for x-axis\n",
    "    data: (1d array) - Observed data\n",
    "    model_mean (1d array) - Mean of model predictions\n",
    "    model_lower: (1d array) - Lower bound for temperature in 95% range\n",
    "    model_upper: (1d array) - Upper bound for temperature in 95% range\n",
    "    \"\"\"\n",
    "    p = figure(title= title, height = 500, width = 900)\n",
    "    p.line(time_train, data_train, color = 'blue')\n",
    "    p.line(time_test, data_test, color = 'blue')\n",
    "    for key in ['yfit_train','yfit_test']:\n",
    "        value = predicted_values[key]\n",
    "        model_mean = value.mean(axis=0)\n",
    "        model_lower = np.percentile(value,2.5,axis=0)\n",
    "        model_upper = np.percentile(value,97.5,axis=0)\n",
    "        #Have to append a reversed series for the patch coordinates\n",
    "        band_y = np.append(model_lower, model_upper[::-1])\n",
    "        if 'train' in key:\n",
    "            band_x = np.append(predicted_values['time_train'], predicted_values['time_train'][::-1])\n",
    "\n",
    "            p.line(time_train, model_mean, color = 'black')\n",
    "            p.patch(band_x, band_y, color='green', fill_alpha=0.5, line_color = \"green\")\n",
    "        else:\n",
    "            band_x = np.append(predicted_values['time_test'], predicted_values['time_test'][::-1])\n",
    "            p.line(time_test, model_mean, color = 'black')\n",
    "            p.patch(band_x, band_y, color='firebrick', fill_alpha=0.5, line_color = \"firebrick\")\n",
    "    p.xaxis.axis_label = xlabel\n",
    "    p.yaxis.axis_label = ylabel\n",
    "    show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-18.478937420541328"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "predicted_values['yfit_test'].min()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
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       "  \n",
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       "       \"<div style='background-color: #fdd'>\\n\"+\n",
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       "       \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "       \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "       \"</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",
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       "       \"<code>\\n\"+\n",
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       "      }\n",
       "      console.info(\"Bokeh: all callbacks have finished\");\n",
       "    }\n",
       "  \n",
       "    function load_libs(js_urls, callback) {\n",
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   "source": [
    "uncertain_prediction_split(time_train, y_train, time_test, y_test, predicted_values)"
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   "source": [
    "The green area shows the model fit during the training period and the red area shows the model fit during the test period.  The model fits the data well during the green training period, but range of variability predicted by the model is quite large during the testing period in red."
   ]
  }
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