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\\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", " \"

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l=t(60);i.TeeHead=l.TeeHead;var h=t(60);i.VeeHead=h.VeeHead;var c=t(61);i.Band=c.Band;var u=t(62);i.BoxAnnotation=u.BoxAnnotation;var _=t(63);i.ColorBar=_.ColorBar;var p=t(65);i.Label=p.Label;var d=t(66);i.LabelSet=d.LabelSet;var f=t(67);i.Legend=f.Legend;var v=t(68);i.LegendItem=v.LegendItem;var m=t(69);i.PolyAnnotation=m.PolyAnnotation;var g=t(70);i.Slope=g.Slope;var y=t(71);i.Span=y.Span;var b=t(72);i.TextAnnotation=b.TextAnnotation;var x=t(73);i.Title=x.Title;var w=t(74);i.ToolbarPanel=w.ToolbarPanel;var k=t(75);i.Tooltip=k.Tooltip;var S=t(76);i.Whisker=S.Whisker},function(t,e,i){var n=t(387),r=t(72),a=t(5),o=t(15),s=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(t){e.prototype.initialize.call(this,t),this.visuals.warm_cache()},t.prototype._get_size=function(){var t=this.plot_view.canvas_view.ctx;if(this.visuals.text.set_value(t),this.model.panel.is_horizontal){var e=t.measureText(this.model.text).ascent;return e}var i=t.measureText(this.model.text).width;return i},t.prototype.render=function(){if(this.model.visible||\"css\"!=this.model.render_mode||a.hide(this.el),this.model.visible){var t;switch(this.model.angle_units){case\"rad\":t=-this.model.angle;break;case\"deg\":t=-this.model.angle*Math.PI/180;break;default:throw new Error(\"unreachable code\")}var e=null!=this.model.panel?this.model.panel:this.plot_view.frame,i=this.plot_view.frame.xscales[this.model.x_range_name],n=this.plot_view.frame.yscales[this.model.y_range_name],r=\"data\"==this.model.x_units?i.compute(this.model.x):e.xview.compute(this.model.x),o=\"data\"==this.model.y_units?n.compute(this.model.y):e.yview.compute(this.model.y);r+=this.model.x_offset,o-=this.model.y_offset;var s=\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this);s(this.plot_view.canvas_view.ctx,this.model.text,r,o,t)}},t}(r.TextAnnotationView);i.LabelView=s;var l=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.initClass=function(){this.prototype.type=\"Label\",this.prototype.default_view=s,this.mixins([\"text\",\"line:border_\",\"fill:background_\"]),this.define({x:[o.Number],x_units:[o.SpatialUnits,\"data\"],y:[o.Number],y_units:[o.SpatialUnits,\"data\"],text:[o.String],angle:[o.Angle,0],angle_units:[o.AngleUnits,\"rad\"],x_offset:[o.Number,0],y_offset:[o.Number,0],x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"]}),this.override({background_fill_color:null,border_line_color:null})},t}(r.TextAnnotation);(i.Label=l).initClass()},function(t,e,i){var n=t(387),r=t(72),o=t(190),c=t(5),s=t(15),a=function(r){function t(){return null!==r&&r.apply(this,arguments)||this}return n.__extends(t,r),t.prototype.initialize=function(t){if(r.prototype.initialize.call(this,t),this.set_data(this.model.source),\"css\"==this.model.render_mode)for(var e=0,i=this._text.length;eh(a-l)?(n=u(c(o,s),a),r=c(u(o,s),l)):(n=c(o,s),r=u(o,s)),[n,r]}throw new Error(\"user bounds '\"+e+\"' not understood\")},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rule_coords\",{get:function(){var t=this.dimension,e=(t+1)%2,i=this.ranges[0],n=this.computed_bounds,r=n[0],o=n[1],s=new Array(2),a=new Array(2),l=[s,a];return l[t][0]=Math.max(r,i.min),l[t][1]=Math.min(o,i.max),l[t][0]>l[t][1]&&(l[t][0]=l[t][1]=NaN),l[e][0]=this.loc,l[e][1]=this.loc,l},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"tick_coords\",{get:function(){for(var t=this.dimension,e=(t+1)%2,i=this.ranges[0],n=this.computed_bounds,r=n[0],o=n[1],s=this.ticker.get_ticks(r,o,i,this.loc,{}),a=s.major,l=s.minor,h=[[],[]],c=[[],[]],u=[i.min,i.max],_=u[0],p=u[1],d=0;dp||(h[t].push(a[d]),h[e].push(this.loc));for(var d=0;dp||(c[t].push(l[d]),c[e].push(this.loc));return{major:h,minor:c}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"loc\",{get:function(){if(null!=this.fixed_location){if(C.isNumber(this.fixed_location))return this.fixed_location;var t=this.ranges,e=t[1];if(e instanceof a.FactorRange)return e.synthetic(this.fixed_location);throw new Error(\"unexpected\")}var i=this.ranges,n=i[1];switch(this.panel.side){case\"left\":case\"below\":return n.start;case\"right\":case\"above\":return n.end}},enumerable:!0,configurable:!0}),t}(r.GuideRenderer);(i.Axis=p).initClass()},function(t,e,i){var n=t(387),r=t(77),o=t(198),s=t(103),a=t(15),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype._render=function(t,e,i){this._draw_group_separators(t,e,i)},e.prototype._draw_group_separators=function(t,e,i){var n,r=this.model.ranges[0],o=this.model.computed_bounds,s=o[0],a=o[1];if(r.tops&&!(r.tops.length<2)&&this.visuals.separator_line.doit){for(var l=this.model.dimension,h=(l+1)%2,c=[[],[]],u=0,_=0;_=this.scientific_limit_high||a<=this.scientific_limit_low)){n=!0;break}}var l=new Array(t.length),h=this.precision;if(null==h||f.isNumber(h))if(n)for(var c=0,u=t.length;ct.maxX&&(t.maxX=r.maxX)}for(var o=this.index.search(h.positive_y()),s=0,a=o;st.maxY&&(t.maxY=l.maxY)}return this._bounds(t)},t.prototype.get_anchor_point=function(t,e,i){var n=i[0],r=i[1];switch(t){case\"center\":return{x:this.scenterx(e,n,r),y:this.scentery(e,n,r)};default:return null}},t.prototype.sdist=function(t,e,i,n,r){var o,s;void 0===n&&(n=\"edge\"),void 0===r&&(r=!1);var a=e.length;if(\"center\"==n){var l=g.map(i,function(t){return t/2});o=new Float64Array(a);for(var h=0;h=a.length?l:a[n],s[t]=r},h=this,i=0,n=o.length;il.end;if(!i){var u=this._get_weight_to_constrain_interval(l,h);u<1&&(h.start=u*h.start+(1-u)*l.start,h.end=u*h.end+(1-u)*l.end)}if(null!=l.bounds&&\"auto\"!=l.bounds){var _=l.bounds,p=_[0],d=_[1],f=Math.abs(h.end-h.start);c?(null!=p&&p>=h.end&&(r=!0,h.end=p,(e||i)&&(h.start=p+f)),null!=d&&d<=h.start&&(r=!0,h.start=d,(e||i)&&(h.end=d-f))):(null!=p&&p>=h.start&&(r=!0,h.start=p,(e||i)&&(h.end=p+f)),null!=d&&d<=h.end&&(r=!0,h.end=d,(e||i)&&(h.start=d-f)))}}if(!(i&&r&&n))for(var v=0,m=t;vn.lod_timeout&&e.interactive_stop(n),t.request_render()},n.lod_timeout):e.interactive_stop(n)}for(var r in this.renderer_views){var o=this.renderer_views[r];if(null==this.range_update_timestamp||o instanceof C.GlyphRendererView&&o.set_data_timestamp>this.range_update_timestamp){this.update_dataranges();break}}this.model.frame.update_scales();var s=this.canvas_view.ctx,a=this.canvas.pixel_ratio;s.save(),s.scale(a,a),s.translate(.5,.5);var l=[this.frame._left.value,this.frame._top.value,this.frame._width.value,this.frame._height.value];if(this._map_hook(s,l),this._paint_empty(s,l),this.prepare_webgl(a,l),s.save(),this.visuals.outline_line.doit){this.visuals.outline_line.set_value(s);var h=l[0],c=l[1],u=l[2],_=l[3];h+u==this.canvas._width.value&&(u-=1),c+_==this.canvas._height.value&&(_-=1),s.strokeRect(h,c,u,_)}s.restore(),this._paint_levels(s,[\"image\",\"underlay\",\"glyph\"],l,!0),this.blit_webgl(a),this._paint_levels(s,[\"annotation\"],l,!0),this._paint_levels(s,[\"overlay\"],l,!1),null==this._initial_state_info.range&&this.set_initial_range(),s.restore(),this._has_finished||(this._has_finished=!0,this.notify_finished())}},t.prototype._paint_levels=function(t,e,i,n){t.save(),n&&(t.beginPath(),t.rect.apply(t,i),t.clip());for(var r={},o=0;ou&&(\"start\"==this.follow?r=n+c*u:\"end\"==this.follow&&(n=r-c*u)),[n,r]},t.prototype.update=function(t,e,i,n){if(!this.have_updated_interactively){var r=this.computed_renderers(),o=this._compute_plot_bounds(r,t);null!=n&&(o=this.adjust_bounds_for_aspect(o,n)),this._plot_bounds[i]=o;var s=this._compute_min_max(this._plot_bounds,e),a=s[0],l=s[1],h=this._compute_range(a,l),c=h[0],u=h[1];null!=this._initial_start&&(\"log\"==this.scale_hint?0this.end},enumerable:!0,configurable:!0}),t.prototype.reset=function(){this._set_auto_bounds(),this.start!=this.reset_start||this.end!=this.reset_end?this.setv({start:this.reset_start,end:this.reset_end}):this.change.emit()},t}(r.Range);(i.Range1d=s).initClass()},function(t,e,i){var n=t(387),r=t(179),P=t(126),o=t(189),j=t(14),s=t(15),a=t(22),N=t(21),_=t(32),l=t(171),p={fill:{},line:{}},d={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},f={fill:{fill_alpha:.2},line:{}},h=function(u){function t(){return null!==u&&u.apply(this,arguments)||this}return n.__extends(t,u),t.prototype.initialize=function(t){u.prototype.initialize.call(this,t);var i=this.model.glyph,n=N.includes(i.mixins,\"fill\"),r=N.includes(i.mixins,\"line\"),o=_.clone(i.attributes);function e(t){var e=_.clone(o);return n&&_.extend(e,t.fill),r&&_.extend(e,t.line),new i.constructor(e)}delete o.id,this.glyph=this.build_glyph_view(i);var s=this.model.selection_glyph;null==s?s=e({fill:{},line:{}}):\"auto\"===s&&(s=e(p)),this.selection_glyph=this.build_glyph_view(s);var a=this.model.nonselection_glyph;null==a?a=e({fill:{},line:{}}):\"auto\"===a&&(a=e(f)),this.nonselection_glyph=this.build_glyph_view(a);var l=this.model.hover_glyph;null!=l&&(this.hover_glyph=this.build_glyph_view(l));var h=this.model.muted_glyph;null!=h&&(this.muted_glyph=this.build_glyph_view(h));var c=e(d);this.decimated_glyph=this.build_glyph_view(c),this.xscale=this.plot_view.frame.xscales[this.model.x_range_name],this.yscale=this.plot_view.frame.yscales[this.model.y_range_name],this.set_data(!1)},t.prototype.build_glyph_view=function(t){return new t.default_view({model:t,renderer:this,plot_view:this.plot_view,parent:this})},t.prototype.connect_signals=function(){var e=this;u.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.request_render()}),this.connect(this.model.glyph.change,function(){return e.set_data()}),this.connect(this.model.data_source.change,function(){return e.set_data()}),this.connect(this.model.data_source.streaming,function(){return e.set_data()}),this.connect(this.model.data_source.patching,function(t){return e.set_data(!0,t)}),this.connect(this.model.data_source.selected.change,function(){return e.request_render()}),this.connect(this.model.data_source._select,function(){return e.request_render()}),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,function(){return e.request_render()}),this.connect(this.model.properties.view.change,function(){return e.set_data()}),this.connect(this.model.view.change,function(){return e.set_data()});var t=this.plot_model.frame,i=t.x_ranges,n=t.y_ranges;for(var r in i){var o=i[r];o instanceof l.FactorRange&&this.connect(o.change,function(){return e.set_data()})}for(var s in n){var o=n[s];o instanceof l.FactorRange&&this.connect(o.change,function(){return e.set_data()})}this.connect(this.model.glyph.transformchange,function(){return e.set_data()})},t.prototype.have_selection_glyphs=function(){return null!=this.selection_glyph&&null!=this.nonselection_glyph},t.prototype.set_data=function(t,e){void 0===t&&(t=!0),void 0===e&&(e=null);var i=Date.now(),n=this.model.data_source;this.all_indices=this.model.view.indices,this.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.glyph.set_data(n,this.all_indices,e),this.glyph.set_visuals(n),this.decimated_glyph.set_visuals(n),this.have_selection_glyphs()&&(this.selection_glyph.set_visuals(n),this.nonselection_glyph.set_visuals(n)),null!=this.hover_glyph&&this.hover_glyph.set_visuals(n),null!=this.muted_glyph&&this.muted_glyph.set_visuals(n);var r=this.plot_model.plot.lod_factor;this.decimated=[];for(var o=0,s=Math.floor(this.all_indices.length/r);ov?(o=this.decimated,_=this.decimated_glyph,p=this.decimated_glyph):(_=this.model.muted&&null!=this.muted_glyph?this.muted_glyph:this.glyph,p=this.nonselection_glyph),d=this.selection_glyph,null!=this.hover_glyph&&f.length&&(o=N.difference(o,f));var m,g=null;if(l.length&&this.have_selection_glyphs()){for(var y=Date.now(),b={},x=0,w=l;xi?n.slice(-i):n}if(S.isTypedArray(t)){var r=t.length+e.length;if(null!=i&&i=Math.pow(2,i))||e<0||e>=Math.pow(2,i))},t.prototype.parent_by_tile_xyz=function(t,e,i){var n=this.tile_xyz_to_quadkey(t,e,i),r=n.substring(0,n.length-1);return this.quadkey_to_tile_xyz(r)},t.prototype.get_resolution=function(t){return this._computed_initial_resolution()/Math.pow(2,t)},t.prototype.get_resolution_by_extent=function(t,e,i){var n=(t[2]-t[0])/i,r=(t[3]-t[1])/e;return[n,r]},t.prototype.get_level_by_extent=function(t,e,i){for(var n=(t[2]-t[0])/i,r=(t[3]-t[1])/e,o=Math.max(n,r),s=0,a=0,l=this._resolutions;ar.end)&&(this.v_axis_only=!0),(io.end)&&(this.h_axis_only=!0)}null!=this.model.document&&this.model.document.interactive_start(this.plot_model.plot)},e.prototype._pan=function(t){this._update(t.deltaX,t.deltaY),null!=this.model.document&&this.model.document.interactive_start(this.plot_model.plot)},e.prototype._pan_end=function(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.push_state(\"pan\",{range:this.pan_info})},e.prototype._update=function(t,e){var i,n,r,o,s,a,l=this.plot_model.frame,h=t-this.last_dx,c=e-this.last_dy,u=l.bbox.h_range,_=u.start-h,p=u.end-h,d=l.bbox.v_range,f=d.start-c,v=d.end-c,m=this.model.dimensions;\"width\"!=m&&\"both\"!=m||this.v_axis_only?(i=u.start,n=u.end,r=0):(i=_,n=p,r=-h),\"height\"!=m&&\"both\"!=m||this.h_axis_only?(o=d.start,s=d.end,a=0):(o=f,s=v,a=-c),this.last_dx=t,this.last_dy=e;var g=l.xscales,y=l.yscales,b={};for(var x in g){var w=g[x],k=w.r_invert(i,n),S=k[0],T=k[1];b[x]={start:S,end:T}}var C={};for(var A in y){var w=y[A],E=w.r_invert(o,s),S=E[0],T=E[1];C[A]={start:S,end:T}}this.pan_info={xrs:b,yrs:C,sdx:r,sdy:a},this.plot_view.update_range(this.pan_info,!0)},e}(r.GestureToolView);i.PanToolView=s;var a=function(i){function t(t){var e=i.call(this,t)||this;return e.tool_name=\"Pan\",e.event_type=\"pan\",e.default_order=10,e}return n.__extends(t,i),t.initClass=function(){this.prototype.type=\"PanTool\",this.prototype.default_view=s,this.define({dimensions:[o.Dimensions,\"both\"]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(\"Pan\",this.dimensions)},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"icon\",{get:function(){switch(this.dimensions){case\"both\":return\"bk-tool-icon-pan\";case\"width\":return\"bk-tool-icon-xpan\";case\"height\":return\"bk-tool-icon-ypan\"}},enumerable:!0,configurable:!0}),t}(r.GestureTool);(i.PanTool=a).initClass()},function(t,e,i){var l=t(387),n=t(243),r=t(69),o=t(5),s=t(15),a=t(21),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return l.__extends(t,e),t.prototype.initialize=function(t){e.prototype.initialize.call(this,t),this.data={sx:[],sy:[]}},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){return t._active_change()})},t.prototype._active_change=function(){this.model.active||this._clear_data()},t.prototype._keyup=function(t){t.keyCode==o.Keys.Enter&&this._clear_data()},t.prototype._doubletap=function(t){var e=t.shiftKey;this._do_select(this.data.sx,this.data.sy,!0,e),this.plot_view.push_state(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()},t.prototype._clear_data=function(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})},t.prototype._tap=function(t){var e=t.sx,i=t.sy,n=this.plot_model.frame;n.bbox.contains(e,i)&&(this.data.sx.push(e),this.data.sy.push(i),this.model.overlay.update({xs:a.copy(this.data.sx),ys:a.copy(this.data.sy)}))},t.prototype._do_select=function(t,e,i,n){var r={type:\"poly\",sx:t,sy:e};this._select(r,i,n)},t.prototype._emit_callback=function(t){var e=this.computed_renderers[0],i=this.plot_model.frame,n=i.xscales[e.x_range_name],r=i.yscales[e.y_range_name],o=n.v_invert(t.sx),s=r.v_invert(t.sy),a=l.__assign({x:o,y:s},t);this.model.callback.execute(this.model,{geometry:a})},t}(n.SelectToolView);i.PolySelectToolView=h;var c=function(){return new r.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]}})},u=function(i){function t(t){var e=i.call(this,t)||this;return e.tool_name=\"Poly Select\",e.icon=\"bk-tool-icon-polygon-select\",e.event_type=\"tap\",e.default_order=11,e}return l.__extends(t,i),t.initClass=function(){this.prototype.type=\"PolySelectTool\",this.prototype.default_view=h,this.define({callback:[s.Instance],overlay:[s.Instance,c]})},t}(n.SelectTool);(i.PolySelectTool=u).initClass()},function(t,e,i){var n=t(387),_=t(62),r=t(14),o=t(15),s=t(238);function p(t,e,i,n){if(null==e)return!1;var r=i.compute(e);return Math.abs(t-r)r.right)&&(o=!1)}if(null!=r.bottom&&null!=r.top){var a=n.invert(e);(ar.top)&&(o=!1)}return o}function l(t,e,i,n){var r=e.compute(t),o=e.invert(r+i);return o>=n.start&&o<=n.end?o:t}function h(t,e,i,n){var r=e.r_compute(t.start,t.end),o=r[0],s=r[1],a=e.r_invert(o+i,s+i),l=a[0],h=a[1];l>=n.start&&l<=n.end&&h>=n.start&&h<=n.end&&(t.start=l,t.end=h)}i.is_near=p,i.is_inside=d,i.compute_value=l,i.update_range=h;var a=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(t){e.prototype.initialize.call(this,t),this.side=0,this.model.update_overlay_from_ranges()},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),null!=this.model.x_range&&this.connect(this.model.x_range.change,function(){return t.model.update_overlay_from_ranges()}),null!=this.model.y_range&&this.connect(this.model.y_range.change,function(){return t.model.update_overlay_from_ranges()})},t.prototype._pan_start=function(t){this.last_dx=0,this.last_dy=0;var e=this.model.x_range,i=this.model.y_range,n=this.plot_model.frame,r=n.xscales.default,o=n.yscales.default,s=this.model.overlay,a=s.left,l=s.right,h=s.top,c=s.bottom,u=this.model.overlay.properties.line_width.value()+_.EDGE_TOLERANCE;null!=e&&this.model.x_interaction&&(p(t.sx,a,r,u)?this.side=1:p(t.sx,l,r,u)?this.side=2:d(t.sx,t.sy,r,o,s)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&p(t.sy,c,o,u)&&(this.side=4),0==this.side&&p(t.sy,h,o,u)?this.side=5:d(t.sx,t.sy,r,o,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))},t.prototype._pan=function(t){var 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\").css(\"width\",getCanvasWidth()+scrollbarDimensions.width+\"px\").appendTo($footerRowScroller),options.showFooterRow||$footerRowScroller.hide()),options.numberedMultiColumnSort&&(sortIndicatorCssClass=\"slick-sort-indicator-numbered\"),$focusSink2=$focusSink.clone().appendTo($container),options.explicitInitialization||finishInitialization()}function finishInitialization(){initialized||(initialized=!0,viewportW=parseFloat($.css($container[0],\"width\",!0)),measureCellPaddingAndBorder(),disableSelection($headers),options.enableTextSelectionOnCells||$viewport.on(\"selectstart.ui\",function(e){return $(e.target).is(\"input,textarea\")}),updateColumnCaches(),createColumnHeaders(),setupColumnSort(),createCssRules(),resizeCanvas(),bindAncestorScrollEvents(),$container.on(\"resize.slickgrid\",resizeCanvas),$viewport.on(\"scroll\",handleScroll),$headerScroller.on(\"contextmenu\",handleHeaderContextMenu).on(\"click\",handleHeaderClick).on(\"mouseenter\",\".slick-header-column\",handleHeaderMouseEnter).on(\"mouseleave\",\".slick-header-column\",handleHeaderMouseLeave),$headerRowScroller.on(\"scroll\",handleHeaderRowScroll),options.createFooterRow&&$footerRowScroller.on(\"scroll\",handleFooterRowScroll),options.createPreHeaderPanel&&$preHeaderPanelScroller.on(\"scroll\",handlePreHeaderPanelScroll),$focusSink.add($focusSink2).on(\"keydown\",handleKeyDown),$canvas.on(\"keydown\",handleKeyDown).on(\"click\",handleClick).on(\"dblclick\",handleDblClick).on(\"contextmenu\",handleContextMenu).on(\"draginit\",handleDragInit).on(\"dragstart\",{distance:3},handleDragStart).on(\"drag\",handleDrag).on(\"dragend\",handleDragEnd).on(\"mouseenter\",\".slick-cell\",handleMouseEnter).on(\"mouseleave\",\".slick-cell\",handleMouseLeave),navigator.userAgent.toLowerCase().match(/webkit/)&&navigator.userAgent.toLowerCase().match(/macintosh/)&&$canvas.on(\"mousewheel\",handleMouseWheel),restoreCssFromHiddenInit())}function cacheCssForHiddenInit(){($hiddenParents=$container.parents().addBack().not(\":visible\")).each(function(){var e={};for(var t in cssShow)e[t]=this.style[t],this.style[t]=cssShow[t];oldProps.push(e)})}function restoreCssFromHiddenInit(){$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;0<=t;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.init(self),selectionModel.onSelectedRangesChanged.subscribe(handleSelectedRangesChanged))}function getSelectionModel(){return selectionModel}function getCanvasNode(){return $canvas[0]}function measureScrollbar(){var e=$(\"
\").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;nviewportW-scrollbarDimensions.width);var n=canvasWidth+(viewportHasVScroll?scrollbarDimensions.width:0);$headerRowSpacer.width(n),options.createFooterRow&&$footerRowSpacer.width(n),options.createPreHeaderPanel&&$preHeaderPanelSpacer.width(n),(canvasWidth!=t||e)&&applyColumnWidths()}function disableSelection(e){e&&e.jquery&&e.attr(\"unselectable\",\"on\").css(\"MozUserSelect\",\"none\").on(\"selectstart.ui\",function(){return!1})}function getMaxSupportedCssHeight(){for(var e=1e6,t=navigator.userAgent.toLowerCase().match(/firefox/)?6e6:1e9,n=$(\"
\").appendTo(document.body);;){var o=2*e;if(n.css(\"height\",o),t\").html(\"\"+o.name+\"\").width(o.width-headerColumnWidthDiff).attr(\"id\",\"\"+uid+o.id).attr(\"title\",o.toolTip||\"\").data(\"column\",o).addClass(o.headerCssClass||\"\").appendTo($headers);if((options.enableColumnReorder||o.sortable)&&r.on(\"mouseenter\",e).on(\"mouseleave\",t),o.sortable&&(r.addClass(\"slick-header-sortable\"),r.append(\"\")),trigger(self.onHeaderCellRendered,{node:r[0],column:o,grid:self}),options.showHeaderRow){var i=$(\"
\").data(\"column\",o).appendTo($headerRow);trigger(self.onHeaderRowCellRendered,{node:i[0],column:o,grid:self})}if(options.createFooterRow&&options.showFooterRow){var l=$(\"
\").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=$(e.target).closest(\".slick-header-column\");if(t.length){var n=t.data(\"column\");if(n.sortable){if(!getEditorLock().commitCurrentEdit())return;for(var o=null,r=0;r=columns.length||columns[e].resizable&&(void 0===n&&(n=e),o=e)}),void 0!==n&&u.each(function(l,e){l>=columns.length||l\").appendTo(e).on(\"dragstart\",function(e,t){if(!getEditorLock().commitCurrentEdit())return!1;c=e.pageX,$(this).parent().addClass(\"slick-header-column-active\");var n=null,o=null;if(u.each(function(e,t){e>=columns.length||(columns[e].previousWidth=$(t).outerWidth())}),options.forceFitColumns)for(o=n=0,s=l+1;s
\").appendTo($headers),headerColumnWidthDiff=headerColumnHeightDiff=0,\"border-box\"!=n.css(\"box-sizing\")&&\"border-box\"!=n.css(\"-moz-box-sizing\")&&\"border-box\"!=n.css(\"-webkit-box-sizing\")&&($.each(e,function(e,t){headerColumnWidthDiff+=parseFloat(n.css(t))||0}),$.each(t,function(e,t){headerColumnHeightDiff+=parseFloat(n.css(t))||0})),n.remove();var r=$(\"
\").appendTo($canvas);n=$(\"\").appendTo(r),cellWidthDiff=cellHeightDiff=0,\"border-box\"!=n.css(\"box-sizing\")&&\"border-box\"!=n.css(\"-moz-box-sizing\")&&\"border-box\"!=n.css(\"-webkit-box-sizing\")&&($.each(e,function(e,t){cellWidthDiff+=parseFloat(n.css(t))||0}),$.each(t,function(e,t){cellHeightDiff+=parseFloat(n.css(t))||0})),r.remove(),absoluteColumnMinWidth=Math.max(headerColumnWidthDiff,cellWidthDiff)}function createCssRules(){$style=$(\"\n", "\n", "\n", "
\n", "\n", "\n", "\n", " \n", " \n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "function HoloViewsWidget() {\n", "}\n", "\n", "HoloViewsWidget.prototype.init_slider = function(init_val){\n", " if(this.load_json) {\n", " this.from_json()\n", " } else {\n", " this.update_cache();\n", " }\n", "}\n", "\n", "HoloViewsWidget.prototype.populate_cache = function(idx){\n", " this.cache[idx].innerHTML = this.frames[idx];\n", " if (this.embed) {\n", " delete this.frames[idx];\n", " }\n", "}\n", "\n", "HoloViewsWidget.prototype.process_error = function(msg){\n", "}\n", "\n", "HoloViewsWidget.prototype.from_json = function() {\n", " var data_url = this.json_path + this.id + '.json';\n", " $.getJSON(data_url, $.proxy(function(json_data) {\n", " this.frames = json_data;\n", " this.update_cache();\n", " this.update(0);\n", " }, this));\n", "}\n", "\n", "HoloViewsWidget.prototype.dynamic_update = function(current){\n", " if (current === undefined) {\n", " return\n", " }\n", " this.current = current;\n", " if (this.comm) {\n", " var msg = {comm_id: this.id+'_client', content: current}\n", " this.comm.send(msg);\n", " }\n", "}\n", "\n", "HoloViewsWidget.prototype.update_cache = function(force){\n", " var frame_len = Object.keys(this.frames).length;\n", " for (var i=0; i 0) {\n", " that.time = Date.now();\n", " that.dynamic_update(that.queue[that.queue.length-1]);\n", " that.queue = [];\n", " } else {\n", " that.wait = false;\n", " }\n", " if ((msg.msg_type == \"Ready\") && msg.content) {\n", " console.log(\"Python callback returned following output:\", msg.content);\n", " } else if (msg.msg_type == \"Error\") {\n", " console.log(\"Python failed with the following traceback:\", msg['traceback'])\n", " }\n", " }\n", " var comm = HoloViews.comm_manager.get_client_comm(this.plot_id, this.id+'_client', ack_callback);\n", " return comm\n", " }\n", "}\n", "\n", "HoloViewsWidget.prototype.process_msg = function(msg) {\n", "}\n", "\n", "function SelectionWidget(frames, id, slider_ids, keyMap, dim_vals, notFound, load_json, mode, cached, json_path, dynamic, plot_id){\n", " this.frames = frames;\n", " this.id = id;\n", " this.plot_id = plot_id;\n", " this.slider_ids = slider_ids;\n", " this.keyMap = keyMap\n", " this.current_frame = 0;\n", " this.current_vals = dim_vals;\n", " this.load_json = load_json;\n", " this.mode = mode;\n", " this.notFound = notFound;\n", " this.cached = cached;\n", " this.dynamic = dynamic;\n", " this.cache = {};\n", " this.json_path = json_path;\n", " this.init_slider(this.current_vals[0]);\n", " this.queue = [];\n", " this.wait = false;\n", " if (!this.cached || this.dynamic) {\n", " this.comm = this.init_comms();\n", " }\n", "}\n", "\n", "SelectionWidget.prototype = new HoloViewsWidget;\n", "\n", "\n", "SelectionWidget.prototype.get_key = function(current_vals) {\n", " var key = \"(\";\n", " for (var i=0; i Date.now()))) {\n", " this.queue.push(key);\n", " return\n", " }\n", " this.queue = [];\n", " this.time = Date.now();\n", " this.current_frame = key;\n", " this.wait = true;\n", " this.dynamic_update(key)\n", " } else if (key !== undefined) {\n", " this.update(key)\n", " }\n", "}\n", "\n", "\n", "/* Define the ScrubberWidget class */\n", "function ScrubberWidget(frames, num_frames, id, interval, load_json, mode, cached, json_path, dynamic, plot_id){\n", " this.slider_id = \"_anim_slider\" + id;\n", " this.loop_select_id = \"_anim_loop_select\" + id;\n", " this.id = id;\n", " this.plot_id = plot_id;\n", " this.interval = interval;\n", " this.current_frame = 0;\n", " this.direction = 0;\n", " this.dynamic = dynamic;\n", " this.timer = null;\n", " this.load_json = load_json;\n", " this.mode = mode;\n", " this.cached = cached;\n", " this.frames = frames;\n", " this.cache = {};\n", " this.length = num_frames;\n", " this.json_path = json_path;\n", " document.getElementById(this.slider_id).max = this.length - 1;\n", " this.init_slider(0);\n", " this.wait = false;\n", " this.queue = [];\n", " if (!this.cached || this.dynamic) {\n", " this.comm = this.init_comms()\n", " }\n", "}\n", "\n", "ScrubberWidget.prototype = new HoloViewsWidget;\n", "\n", "ScrubberWidget.prototype.set_frame = function(frame){\n", " this.current_frame = frame;\n", " var widget = document.getElementById(this.slider_id);\n", " if (widget === null) {\n", " this.pause_animation();\n", " return\n", " }\n", " widget.value = this.current_frame;\n", " if (this.dynamic || !this.cached) {\n", " if ((this.time !== undefined) && ((this.wait) && ((this.time + 10000) > Date.now()))) {\n", " this.queue.push(frame);\n", " return\n", " }\n", " this.queue = [];\n", " this.time = Date.now();\n", " this.wait = true;\n", " this.dynamic_update(frame)\n", " } else {\n", " this.update(frame)\n", " }\n", "}\n", "\n", "ScrubberWidget.prototype.get_loop_state = function(){\n", " var button_group = document[this.loop_select_id].state;\n", " for (var i = 0; i < button_group.length; i++) {\n", " var button = button_group[i];\n", " if (button.checked) {\n", " return button.value;\n", " }\n", " }\n", " return undefined;\n", "}\n", "\n", "\n", "ScrubberWidget.prototype.next_frame = function() {\n", " this.set_frame(Math.min(this.length - 1, this.current_frame + 1));\n", "}\n", "\n", "ScrubberWidget.prototype.previous_frame = function() {\n", " this.set_frame(Math.max(0, this.current_frame - 1));\n", "}\n", "\n", "ScrubberWidget.prototype.first_frame = function() {\n", " this.set_frame(0);\n", "}\n", "\n", "ScrubberWidget.prototype.last_frame = function() {\n", " this.set_frame(this.length - 1);\n", "}\n", "\n", "ScrubberWidget.prototype.slower = function() {\n", " this.interval /= 0.7;\n", " if(this.direction > 0){this.play_animation();}\n", " else if(this.direction < 0){this.reverse_animation();}\n", "}\n", "\n", "ScrubberWidget.prototype.faster = function() {\n", " this.interval *= 0.7;\n", " if(this.direction > 0){this.play_animation();}\n", " else if(this.direction < 0){this.reverse_animation();}\n", "}\n", "\n", "ScrubberWidget.prototype.anim_step_forward = function() {\n", " if(this.current_frame < this.length - 1){\n", " this.next_frame();\n", " }else{\n", " var loop_state = this.get_loop_state();\n", " if(loop_state == \"loop\"){\n", " this.first_frame();\n", " }else if(loop_state == \"reflect\"){\n", " this.last_frame();\n", " this.reverse_animation();\n", " }else{\n", " this.pause_animation();\n", " this.last_frame();\n", " }\n", " }\n", "}\n", "\n", "ScrubberWidget.prototype.anim_step_reverse = function() {\n", " if(this.current_frame > 0){\n", " this.previous_frame();\n", " } else {\n", " var loop_state = this.get_loop_state();\n", " if(loop_state == \"loop\"){\n", " this.last_frame();\n", " }else if(loop_state == \"reflect\"){\n", " this.first_frame();\n", " this.play_animation();\n", " }else{\n", " this.pause_animation();\n", " this.first_frame();\n", " }\n", " }\n", "}\n", "\n", "ScrubberWidget.prototype.pause_animation = function() {\n", " this.direction = 0;\n", " if (this.timer){\n", " clearInterval(this.timer);\n", " this.timer = null;\n", " }\n", "}\n", "\n", "ScrubberWidget.prototype.play_animation = function() {\n", " this.pause_animation();\n", " this.direction = 1;\n", " var t = this;\n", " if (!this.timer) this.timer = setInterval(function(){t.anim_step_forward();}, this.interval);\n", "}\n", "\n", "ScrubberWidget.prototype.reverse_animation = function() {\n", " this.pause_animation();\n", " this.direction = -1;\n", " var t = this;\n", " if (!this.timer) this.timer = setInterval(function(){t.anim_step_reverse();}, this.interval);\n", "}\n", "\n", "function extend(destination, source) {\n", " for (var k in source) {\n", " if (source.hasOwnProperty(k)) {\n", " destination[k] = source[k];\n", " }\n", " }\n", " return destination;\n", "}\n", "\n", "function update_widget(widget, values) {\n", " if (widget.hasClass(\"ui-slider\")) {\n", " widget.slider('option', {\n", " min: 0,\n", " max: values.length-1,\n", " dim_vals: values,\n", " value: 0,\n", " dim_labels: values\n", " })\n", " widget.slider('option', 'slide').call(widget, event, {value: 0})\n", " } else {\n", " widget.empty();\n", " for (var i=0; i\", {\n", " value: i,\n", " text: values[i]\n", " }))\n", " };\n", " widget.data('values', values);\n", " widget.data('value', 0);\n", " widget.trigger(\"change\");\n", " };\n", "}\n", "\n", "function init_slider(id, plot_id, dim, values, next_vals, labels, dynamic, step, value, next_dim,\n", " dim_idx, delay, jQueryUI_CDN, UNDERSCORE_CDN) {\n", " // Slider JS Block START\n", " function loadcssfile(filename){\n", " var fileref=document.createElement(\"link\")\n", " fileref.setAttribute(\"rel\", \"stylesheet\")\n", " fileref.setAttribute(\"type\", \"text/css\")\n", " fileref.setAttribute(\"href\", filename)\n", " document.getElementsByTagName(\"head\")[0].appendChild(fileref)\n", " }\n", " loadcssfile(\"https://code.jquery.com/ui/1.10.4/themes/smoothness/jquery-ui.css\");\n", " /* Check if jQuery and jQueryUI have been loaded\n", " otherwise load with require.js */\n", " var jQuery = window.jQuery,\n", " // check for old versions of jQuery\n", " oldjQuery = jQuery && !!jQuery.fn.jquery.match(/^1\\.[0-4](\\.|$)/),\n", " jquery_path = '',\n", " paths = {},\n", " noConflict;\n", " var jQueryUI = jQuery.ui;\n", " // check for jQuery\n", " if (!jQuery || oldjQuery) {\n", " // load if it's not available or doesn't meet min standards\n", " paths.jQuery = jQuery;\n", " noConflict = !!oldjQuery;\n", " } else {\n", " // register the current jQuery\n", " define('jquery', [], function() { return jQuery; });\n", " }\n", " if (!jQueryUI) {\n", " paths.jQueryUI = jQueryUI_CDN.slice(null, -3);\n", " } else {\n", " define('jQueryUI', [], function() { return jQuery.ui; });\n", " }\n", " paths.underscore = UNDERSCORE_CDN.slice(null, -3);\n", " var jquery_require = {\n", " paths: paths,\n", " shim: {\n", " \"jQueryUI\": {\n", " exports:\"$\",\n", " deps: ['jquery']\n", " },\n", " \"underscore\": {\n", " exports: '_'\n", " }\n", " }\n", " }\n", " require.config(jquery_require);\n", " require([\"jQueryUI\", \"underscore\"], function(jUI, _){\n", " if (noConflict) $.noConflict(true);\n", " var vals = values;\n", " if (dynamic && vals.constructor === Array) {\n", " var default_value = parseFloat(value);\n", " var min = parseFloat(vals[0]);\n", " var max = parseFloat(vals[vals.length-1]);\n", " var wstep = step;\n", " var wlabels = [default_value];\n", " var init_label = default_value;\n", " } else {\n", " var min = 0;\n", " if (dynamic) {\n", " var max = Object.keys(vals).length - 1;\n", " var init_label = labels[value];\n", " var default_value = values[value];\n", " } else {\n", " var max = vals.length - 1;\n", " var init_label = labels[value];\n", " var default_value = value;\n", " }\n", " var wstep = 1;\n", " var wlabels = labels;\n", " }\n", " function adjustFontSize(text) {\n", " var width_ratio = (text.parent().width()/8)/text.val().length;\n", " var size = Math.min(0.9, Math.max(0.6, width_ratio))+'em';\n", " text.css('font-size', size);\n", " }\n", " var slider = $('#_anim_widget'+id+'_'+dim);\n", " slider.slider({\n", " animate: \"fast\",\n", " min: min,\n", " max: max,\n", " step: wstep,\n", " value: default_value,\n", " dim_vals: vals,\n", " dim_labels: wlabels,\n", " next_vals: next_vals,\n", " slide: function(event, ui) {\n", " var vals = slider.slider(\"option\", \"dim_vals\");\n", " var next_vals = slider.slider(\"option\", \"next_vals\");\n", " var dlabels = slider.slider(\"option\", \"dim_labels\");\n", " if (dynamic) {\n", " var dim_val = ui.value;\n", " if (vals.constructor === Array) {\n", " var label = ui.value;\n", " } else {\n", " var label = dlabels[ui.value];\n", " }\n", " } else {\n", " var dim_val = vals[ui.value];\n", " var label = dlabels[ui.value];\n", " }\n", " var text = $('#textInput'+id+'_'+dim);\n", " text.val(label);\n", " adjustFontSize(text);\n", " HoloViews.index[plot_id].set_frame(dim_val, dim_idx);\n", " if (Object.keys(next_vals).length > 0) {\n", " var new_vals = next_vals[dim_val];\n", " var next_widget = $('#_anim_widget'+id+'_'+next_dim);\n", " update_widget(next_widget, new_vals);\n", " }\n", " }\n", " });\n", " slider.keypress(function(event) {\n", " if (event.which == 80 || event.which == 112) {\n", " var start = slider.slider(\"option\", \"value\");\n", " var stop = slider.slider(\"option\", \"max\");\n", " for (var i=start; i<=stop; i++) {\n", " var delay = i*delay;\n", " $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {\n", " var val = {value:i};\n", " slider.slider('value',i);\n", " slider.slider(\"option\", \"slide\")(null, val);\n", " }, slider), delay);}, slider)(i);\n", " }\n", " }\n", " if (event.which == 82 || event.which == 114) {\n", " var start = slider.slider(\"option\", \"value\");\n", " var stop = slider.slider(\"option\", \"min\");\n", " var count = 0;\n", " for (var i=start; i>=stop; i--) {\n", " var delay = count*delay;\n", " count = count + 1;\n", " $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {\n", " var val = {value:i};\n", " slider.slider('value',i);\n", " slider.slider(\"option\", \"slide\")(null, val);\n", " }, slider), delay);}, slider)(i);\n", " }\n", " }\n", " });\n", " var textInput = $('#textInput'+id+'_'+dim)\n", " textInput.val(init_label);\n", " adjustFontSize(textInput);\n", " });\n", "}\n", "\n", "function init_dropdown(id, plot_id, dim, vals, value, next_vals, labels, next_dim, dim_idx, dynamic) {\n", " var widget = $(\"#_anim_widget\"+id+'_'+dim);\n", " widget.data('values', vals)\n", " for (var i=0; i\", {\n", " value: val,\n", " text: labels[i]\n", " }));\n", " };\n", " widget.data(\"next_vals\", next_vals);\n", " widget.val(value);\n", " widget.on('change', function(event, ui) {\n", " if (dynamic) {\n", " var dim_val = parseInt(this.value);\n", " } else {\n", " var dim_val = $.data(this, 'values')[this.value];\n", " }\n", " var next_vals = $.data(this, \"next_vals\");\n", " if (Object.keys(next_vals).length > 0) {\n", " var new_vals = next_vals[dim_val];\n", " var next_widget = $('#_anim_widget'+id+'_'+next_dim);\n", " update_widget(next_widget, new_vals);\n", " }\n", " var widgets = HoloViews.index[plot_id]\n", " if (widgets) {\n", " widgets.set_frame(dim_val, dim_idx);\n", " }\n", " });\n", "}\n", "\n", "\n", "if (window.HoloViews === undefined) {\n", " window.HoloViews = {}\n", " window.PyViz = window.HoloViews\n", "} else if (window.PyViz === undefined) {\n", " window.PyViz = window.HoloViews\n", "}\n", "\n", "\n", "var _namespace = {\n", " init_slider: init_slider,\n", " init_dropdown: init_dropdown,\n", " comms: {},\n", " comm_status: {},\n", " index: {},\n", " plot_index: {},\n", " kernels: {},\n", " receivers: {}\n", "}\n", "\n", "for (var k in _namespace) {\n", " if (!(k in window.HoloViews)) {\n", " window.HoloViews[k] = _namespace[k];\n", " }\n", "}\n", "\n", "var JS_MIME_TYPE = 'application/javascript';\n", "var HTML_MIME_TYPE = 'text/html';\n", "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", "var CLASS_NAME = 'output';\n", "\n", "/**\n", " * Render data to the DOM node\n", " */\n", "function render(props, node) {\n", " var div = document.createElement(\"div\");\n", " var script = document.createElement(\"script\");\n", " node.appendChild(div);\n", " node.appendChild(script);\n", "}\n", "\n", "/**\n", " * Handle when a new output is added\n", " */\n", "function handle_add_output(event, handle) {\n", " var output_area = handle.output_area;\n", " var output = handle.output;\n", " if (!output.data.hasOwnProperty(EXEC_MIME_TYPE)) {\n", " return\n", " }\n", " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", " if (id !== undefined) {\n", " var nchildren = toinsert.length;\n", " toinsert[nchildren-1].children[0].innerHTML = output.data[HTML_MIME_TYPE];\n", " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", " output_area._hv_plot_id = id;\n", " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", " HoloViews.plot_index[id] = Bokeh.index[id];\n", " } else {\n", " HoloViews.plot_index[id] = null;\n", " }\n", " }\n", "}\n", "\n", "/**\n", " * Handle when an output is cleared or removed\n", " */\n", "function handle_clear_output(event, handle) {\n", " var id = handle.cell.output_area._hv_plot_id;\n", " if ((id === undefined) || !(id in HoloViews.plot_index)) { return; }\n", " var comm = window.HoloViews.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", " if (comm !== null) {\n", " comm.send({event_type: 'delete', 'id': id});\n", " }\n", " delete HoloViews.plot_index[id];\n", " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", " window.Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", "}\n", "\n", "/**\n", " * Handle kernel restart event\n", " */\n", "function handle_kernel_cleanup(event, handle) {\n", " delete HoloViews.comms[\"hv-extension-comm\"];\n", " window.HoloViews.plot_index = {}\n", "}\n", "\n", "/**\n", " * Handle update_display_data messages\n", " */\n", "function handle_update_output(event, handle) {\n", " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", " handle_add_output(event, handle)\n", "}\n", "\n", "function register_renderer(events, OutputArea) {\n", " function append_mime(data, metadata, element) {\n", " // create a DOM node to render to\n", " var toinsert = this.create_output_subarea(\n", " metadata,\n", " CLASS_NAME,\n", " EXEC_MIME_TYPE\n", " );\n", " this.keyboard_manager.register_events(toinsert);\n", " // Render to node\n", " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", " render(props, toinsert[0]);\n", " element.append(toinsert);\n", " return toinsert\n", " }\n", "\n", " events.on('output_added.OutputArea', handle_add_output);\t\n", " events.on('output_updated.OutputArea', handle_update_output);\n", " events.on('clear_output.CodeCell', handle_clear_output);\n", " events.on('delete.Cell', handle_clear_output);\n", " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", "\n", " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", " safe: true,\n", " index: 0\n", " });\n", "}\n", "\n", "if (window.Jupyter !== undefined) {\n", " try {\n", " var events = require('base/js/events');\n", " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", " register_renderer(events, OutputArea);\n", " }\n", " } catch(err) {\n", " }\n", "}\n", "\n", "// Define Bokeh specific subclasses\n", "function BokehSelectionWidget() {\n", " SelectionWidget.apply(this, arguments);\n", "}\n", "\n", "function BokehScrubberWidget() {\n", " ScrubberWidget.apply(this, arguments);\n", "}\n", "\n", "// Let them inherit from the baseclasses\n", "BokehSelectionWidget.prototype = Object.create(SelectionWidget.prototype);\n", "BokehScrubberWidget.prototype = Object.create(ScrubberWidget.prototype);\n", "\n", "// Define methods to override on widgets\n", "var BokehMethods = {\n", " update_cache : function(){\n", " for (var index in this.frames) {\n", " this.frames[index] = JSON.parse(this.frames[index]);\n", " }\n", " },\n", " update : function(current){\n", " if (current === undefined) {\n", " return;\n", " }\n", " var data = this.frames[current];\n", " if (data !== undefined) {\n", " if (data.root in HoloViews.plot_index) {\n", " var doc = HoloViews.plot_index[data.root].model.document;\n", " } else {\n", " var doc = Bokeh.index[data.root].model.document;\n", " }\n", " doc.apply_json_patch(data.content);\n", " }\n", " },\n", " init_comms: function() {\n", " if (Bokeh.protocol !== undefined) {\n", " this.receiver = new Bokeh.protocol.Receiver()\n", " } else {\n", " this.receiver = null;\n", " }\n", " return HoloViewsWidget.prototype.init_comms.call(this);\n", " },\n", " process_msg : function(msg) {\n", " if (this.plot_id in HoloViews.plot_index) {\n", " var doc = HoloViews.plot_index[this.plot_id].model.document;\n", " } else {\n", " var doc = Bokeh.index[this.plot_id].model.document;\n", " }\n", " if (this.receiver === null) { return }\n", " var receiver = this.receiver;\n", " if (msg.buffers.length > 0) {\n", " receiver.consume(msg.buffers[0].buffer)\n", " } else {\n", " receiver.consume(msg.content.data)\n", " }\n", " const comm_msg = receiver.message;\n", " if ((comm_msg != null) && (doc != null)) {\n", " doc.apply_json_patch(comm_msg.content, comm_msg.buffers)\n", " }\n", " }\n", "}\n", "\n", "// Extend Bokeh widgets with backend specific methods\n", "extend(BokehSelectionWidget.prototype, BokehMethods);\n", "extend(BokehScrubberWidget.prototype, BokehMethods);\n", "\n", "window.HoloViews.BokehSelectionWidget = BokehSelectionWidget\n", "window.HoloViews.BokehScrubberWidget = BokehScrubberWidget\n", "\n", " function JupyterCommManager() {\n", " }\n", "\n", " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", " comm_manager.register_target(comm_id, function(comm) {\n", " comm.on_msg(msg_handler);\n", " });\n", " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", " comm.onMsg = msg_handler;\n", " });\n", " }\n", " }\n", "\n", " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", " if (comm_id in window.PyViz.comms) {\n", " return window.PyViz.comms[comm_id];\n", " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", " if (msg_handler) {\n", " comm.on_msg(msg_handler);\n", " }\n", " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", " comm.open();\n", " if (msg_handler) {\n", " comm.onMsg = msg_handler;\n", " }\n", " }\n", "\n", " window.PyViz.comms[comm_id] = comm;\n", " return comm;\n", " }\n", "\n", " window.PyViz.comm_manager = new JupyterCommManager();\n", " " ], "application/vnd.holoviews_load.v0+json": "function HoloViewsWidget() {\n}\n\nHoloViewsWidget.prototype.init_slider = function(init_val){\n if(this.load_json) {\n this.from_json()\n } else {\n this.update_cache();\n }\n}\n\nHoloViewsWidget.prototype.populate_cache = function(idx){\n this.cache[idx].innerHTML = this.frames[idx];\n if (this.embed) {\n delete this.frames[idx];\n }\n}\n\nHoloViewsWidget.prototype.process_error = function(msg){\n}\n\nHoloViewsWidget.prototype.from_json = function() {\n var data_url = this.json_path + this.id + '.json';\n $.getJSON(data_url, $.proxy(function(json_data) {\n this.frames = json_data;\n this.update_cache();\n this.update(0);\n }, this));\n}\n\nHoloViewsWidget.prototype.dynamic_update = function(current){\n if (current === undefined) {\n return\n }\n this.current = current;\n if (this.comm) {\n var msg = {comm_id: this.id+'_client', content: current}\n this.comm.send(msg);\n }\n}\n\nHoloViewsWidget.prototype.update_cache = function(force){\n var frame_len = Object.keys(this.frames).length;\n for (var i=0; i 0) {\n that.time = Date.now();\n that.dynamic_update(that.queue[that.queue.length-1]);\n that.queue = [];\n } else {\n that.wait = false;\n }\n if ((msg.msg_type == \"Ready\") && msg.content) {\n console.log(\"Python callback returned following output:\", msg.content);\n } else if (msg.msg_type == \"Error\") {\n console.log(\"Python failed with the following traceback:\", msg['traceback'])\n }\n }\n var comm = HoloViews.comm_manager.get_client_comm(this.plot_id, this.id+'_client', ack_callback);\n return comm\n }\n}\n\nHoloViewsWidget.prototype.process_msg = function(msg) {\n}\n\nfunction SelectionWidget(frames, id, slider_ids, keyMap, dim_vals, notFound, load_json, mode, cached, json_path, dynamic, plot_id){\n this.frames = frames;\n this.id = id;\n this.plot_id = plot_id;\n this.slider_ids = slider_ids;\n this.keyMap = keyMap\n this.current_frame = 0;\n this.current_vals = dim_vals;\n this.load_json = load_json;\n this.mode = mode;\n this.notFound = notFound;\n this.cached = cached;\n this.dynamic = dynamic;\n this.cache = {};\n this.json_path = json_path;\n this.init_slider(this.current_vals[0]);\n this.queue = [];\n this.wait = false;\n if (!this.cached || this.dynamic) {\n this.comm = this.init_comms();\n }\n}\n\nSelectionWidget.prototype = new HoloViewsWidget;\n\n\nSelectionWidget.prototype.get_key = function(current_vals) {\n var key = \"(\";\n for (var i=0; i Date.now()))) {\n this.queue.push(key);\n return\n }\n this.queue = [];\n this.time = Date.now();\n this.current_frame = key;\n this.wait = true;\n this.dynamic_update(key)\n } else if (key !== undefined) {\n this.update(key)\n }\n}\n\n\n/* Define the ScrubberWidget class */\nfunction ScrubberWidget(frames, num_frames, id, interval, load_json, mode, cached, json_path, dynamic, plot_id){\n this.slider_id = \"_anim_slider\" + id;\n this.loop_select_id = \"_anim_loop_select\" + id;\n this.id = id;\n this.plot_id = plot_id;\n this.interval = interval;\n this.current_frame = 0;\n this.direction = 0;\n this.dynamic = dynamic;\n this.timer = null;\n this.load_json = load_json;\n this.mode = mode;\n this.cached = cached;\n this.frames = frames;\n this.cache = {};\n this.length = num_frames;\n this.json_path = json_path;\n document.getElementById(this.slider_id).max = this.length - 1;\n this.init_slider(0);\n this.wait = false;\n this.queue = [];\n if (!this.cached || this.dynamic) {\n this.comm = this.init_comms()\n }\n}\n\nScrubberWidget.prototype = new HoloViewsWidget;\n\nScrubberWidget.prototype.set_frame = function(frame){\n this.current_frame = frame;\n var widget = document.getElementById(this.slider_id);\n if (widget === null) {\n this.pause_animation();\n return\n }\n widget.value = this.current_frame;\n if (this.dynamic || !this.cached) {\n if ((this.time !== undefined) && ((this.wait) && ((this.time + 10000) > Date.now()))) {\n this.queue.push(frame);\n return\n }\n this.queue = [];\n this.time = Date.now();\n this.wait = true;\n this.dynamic_update(frame)\n } else {\n this.update(frame)\n }\n}\n\nScrubberWidget.prototype.get_loop_state = function(){\n var button_group = document[this.loop_select_id].state;\n for (var i = 0; i < button_group.length; i++) {\n var button = button_group[i];\n if (button.checked) {\n return button.value;\n }\n }\n return undefined;\n}\n\n\nScrubberWidget.prototype.next_frame = function() {\n this.set_frame(Math.min(this.length - 1, this.current_frame + 1));\n}\n\nScrubberWidget.prototype.previous_frame = function() {\n this.set_frame(Math.max(0, this.current_frame - 1));\n}\n\nScrubberWidget.prototype.first_frame = function() {\n this.set_frame(0);\n}\n\nScrubberWidget.prototype.last_frame = function() {\n this.set_frame(this.length - 1);\n}\n\nScrubberWidget.prototype.slower = function() {\n this.interval /= 0.7;\n if(this.direction > 0){this.play_animation();}\n else if(this.direction < 0){this.reverse_animation();}\n}\n\nScrubberWidget.prototype.faster = function() {\n this.interval *= 0.7;\n if(this.direction > 0){this.play_animation();}\n else if(this.direction < 0){this.reverse_animation();}\n}\n\nScrubberWidget.prototype.anim_step_forward = function() {\n if(this.current_frame < this.length - 1){\n this.next_frame();\n }else{\n var loop_state = this.get_loop_state();\n if(loop_state == \"loop\"){\n this.first_frame();\n }else if(loop_state == \"reflect\"){\n this.last_frame();\n this.reverse_animation();\n }else{\n this.pause_animation();\n this.last_frame();\n }\n }\n}\n\nScrubberWidget.prototype.anim_step_reverse = function() {\n if(this.current_frame > 0){\n this.previous_frame();\n } else {\n var loop_state = this.get_loop_state();\n if(loop_state == \"loop\"){\n this.last_frame();\n }else if(loop_state == \"reflect\"){\n this.first_frame();\n this.play_animation();\n }else{\n this.pause_animation();\n this.first_frame();\n }\n }\n}\n\nScrubberWidget.prototype.pause_animation = function() {\n this.direction = 0;\n if (this.timer){\n clearInterval(this.timer);\n this.timer = null;\n }\n}\n\nScrubberWidget.prototype.play_animation = function() {\n this.pause_animation();\n this.direction = 1;\n var t = this;\n if (!this.timer) this.timer = setInterval(function(){t.anim_step_forward();}, this.interval);\n}\n\nScrubberWidget.prototype.reverse_animation = function() {\n this.pause_animation();\n this.direction = -1;\n var t = this;\n if (!this.timer) this.timer = setInterval(function(){t.anim_step_reverse();}, this.interval);\n}\n\nfunction extend(destination, source) {\n for (var k in source) {\n if (source.hasOwnProperty(k)) {\n destination[k] = source[k];\n }\n }\n return destination;\n}\n\nfunction update_widget(widget, values) {\n if (widget.hasClass(\"ui-slider\")) {\n widget.slider('option', {\n min: 0,\n max: values.length-1,\n dim_vals: values,\n value: 0,\n dim_labels: values\n })\n widget.slider('option', 'slide').call(widget, event, {value: 0})\n } else {\n widget.empty();\n for (var i=0; i\", {\n value: i,\n text: values[i]\n }))\n };\n widget.data('values', values);\n widget.data('value', 0);\n widget.trigger(\"change\");\n };\n}\n\nfunction init_slider(id, plot_id, dim, values, next_vals, labels, dynamic, step, value, next_dim,\n dim_idx, delay, jQueryUI_CDN, UNDERSCORE_CDN) {\n // Slider JS Block START\n function loadcssfile(filename){\n var fileref=document.createElement(\"link\")\n fileref.setAttribute(\"rel\", \"stylesheet\")\n fileref.setAttribute(\"type\", \"text/css\")\n fileref.setAttribute(\"href\", filename)\n document.getElementsByTagName(\"head\")[0].appendChild(fileref)\n }\n loadcssfile(\"https://code.jquery.com/ui/1.10.4/themes/smoothness/jquery-ui.css\");\n /* Check if jQuery and jQueryUI have been loaded\n otherwise load with require.js */\n var jQuery = window.jQuery,\n // check for old versions of jQuery\n oldjQuery = jQuery && !!jQuery.fn.jquery.match(/^1\\.[0-4](\\.|$)/),\n jquery_path = '',\n paths = {},\n noConflict;\n var jQueryUI = jQuery.ui;\n // check for jQuery\n if (!jQuery || oldjQuery) {\n // load if it's not available or doesn't meet min standards\n paths.jQuery = jQuery;\n noConflict = !!oldjQuery;\n } else {\n // register the current jQuery\n define('jquery', [], function() { return jQuery; });\n }\n if (!jQueryUI) {\n paths.jQueryUI = jQueryUI_CDN.slice(null, -3);\n } else {\n define('jQueryUI', [], function() { return jQuery.ui; });\n }\n paths.underscore = UNDERSCORE_CDN.slice(null, -3);\n var jquery_require = {\n paths: paths,\n shim: {\n \"jQueryUI\": {\n exports:\"$\",\n deps: ['jquery']\n },\n \"underscore\": {\n exports: '_'\n }\n }\n }\n require.config(jquery_require);\n require([\"jQueryUI\", \"underscore\"], function(jUI, _){\n if (noConflict) $.noConflict(true);\n var vals = values;\n if (dynamic && vals.constructor === Array) {\n var default_value = parseFloat(value);\n var min = parseFloat(vals[0]);\n var max = parseFloat(vals[vals.length-1]);\n var wstep = step;\n var wlabels = [default_value];\n var init_label = default_value;\n } else {\n var min = 0;\n if (dynamic) {\n var max = Object.keys(vals).length - 1;\n var init_label = labels[value];\n var default_value = values[value];\n } else {\n var max = vals.length - 1;\n var init_label = labels[value];\n var default_value = value;\n }\n var wstep = 1;\n var wlabels = labels;\n }\n function adjustFontSize(text) {\n var width_ratio = (text.parent().width()/8)/text.val().length;\n var size = Math.min(0.9, Math.max(0.6, width_ratio))+'em';\n text.css('font-size', size);\n }\n var slider = $('#_anim_widget'+id+'_'+dim);\n slider.slider({\n animate: \"fast\",\n min: min,\n max: max,\n step: wstep,\n value: default_value,\n dim_vals: vals,\n dim_labels: wlabels,\n next_vals: next_vals,\n slide: function(event, ui) {\n var vals = slider.slider(\"option\", \"dim_vals\");\n var next_vals = slider.slider(\"option\", \"next_vals\");\n var dlabels = slider.slider(\"option\", \"dim_labels\");\n if (dynamic) {\n var dim_val = ui.value;\n if (vals.constructor === Array) {\n var label = ui.value;\n } else {\n var label = dlabels[ui.value];\n }\n } else {\n var dim_val = vals[ui.value];\n var label = dlabels[ui.value];\n }\n var text = $('#textInput'+id+'_'+dim);\n text.val(label);\n adjustFontSize(text);\n HoloViews.index[plot_id].set_frame(dim_val, dim_idx);\n if (Object.keys(next_vals).length > 0) {\n var new_vals = next_vals[dim_val];\n var next_widget = $('#_anim_widget'+id+'_'+next_dim);\n update_widget(next_widget, new_vals);\n }\n }\n });\n slider.keypress(function(event) {\n if (event.which == 80 || event.which == 112) {\n var start = slider.slider(\"option\", \"value\");\n var stop = slider.slider(\"option\", \"max\");\n for (var i=start; i<=stop; i++) {\n var delay = i*delay;\n $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {\n var val = {value:i};\n slider.slider('value',i);\n slider.slider(\"option\", \"slide\")(null, val);\n }, slider), delay);}, slider)(i);\n }\n }\n if (event.which == 82 || event.which == 114) {\n var start = slider.slider(\"option\", \"value\");\n var stop = slider.slider(\"option\", \"min\");\n var count = 0;\n for (var i=start; i>=stop; i--) {\n var delay = count*delay;\n count = count + 1;\n $.proxy(function doSetTimeout(i) { setTimeout($.proxy(function() {\n var val = {value:i};\n slider.slider('value',i);\n slider.slider(\"option\", \"slide\")(null, val);\n }, slider), delay);}, slider)(i);\n }\n }\n });\n var textInput = $('#textInput'+id+'_'+dim)\n textInput.val(init_label);\n adjustFontSize(textInput);\n });\n}\n\nfunction init_dropdown(id, plot_id, dim, vals, value, next_vals, labels, next_dim, dim_idx, dynamic) {\n var widget = $(\"#_anim_widget\"+id+'_'+dim);\n widget.data('values', vals)\n for (var i=0; i\", {\n value: val,\n text: labels[i]\n }));\n };\n widget.data(\"next_vals\", next_vals);\n widget.val(value);\n widget.on('change', function(event, ui) {\n if (dynamic) {\n var dim_val = parseInt(this.value);\n } else {\n var dim_val = $.data(this, 'values')[this.value];\n }\n var next_vals = $.data(this, \"next_vals\");\n if (Object.keys(next_vals).length > 0) {\n var new_vals = next_vals[dim_val];\n var next_widget = $('#_anim_widget'+id+'_'+next_dim);\n update_widget(next_widget, new_vals);\n }\n var widgets = HoloViews.index[plot_id]\n if (widgets) {\n widgets.set_frame(dim_val, dim_idx);\n }\n });\n}\n\n\nif (window.HoloViews === undefined) {\n window.HoloViews = {}\n window.PyViz = window.HoloViews\n} else if (window.PyViz === undefined) {\n window.PyViz = window.HoloViews\n}\n\n\nvar _namespace = {\n init_slider: init_slider,\n init_dropdown: init_dropdown,\n comms: {},\n comm_status: {},\n index: {},\n plot_index: {},\n kernels: {},\n receivers: {}\n}\n\nfor (var k in _namespace) {\n if (!(k in window.HoloViews)) {\n window.HoloViews[k] = _namespace[k];\n }\n}\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if (!output.data.hasOwnProperty(EXEC_MIME_TYPE)) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n toinsert[nchildren-1].children[0].innerHTML = output.data[HTML_MIME_TYPE];\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n HoloViews.plot_index[id] = Bokeh.index[id];\n } else {\n HoloViews.plot_index[id] = null;\n }\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n if ((id === undefined) || !(id in 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subclasses\nfunction BokehSelectionWidget() {\n SelectionWidget.apply(this, arguments);\n}\n\nfunction BokehScrubberWidget() {\n ScrubberWidget.apply(this, arguments);\n}\n\n// Let them inherit from the baseclasses\nBokehSelectionWidget.prototype = Object.create(SelectionWidget.prototype);\nBokehScrubberWidget.prototype = Object.create(ScrubberWidget.prototype);\n\n// Define methods to override on widgets\nvar BokehMethods = {\n update_cache : function(){\n for (var index in this.frames) {\n this.frames[index] = JSON.parse(this.frames[index]);\n }\n },\n update : function(current){\n if (current === undefined) {\n return;\n }\n var data = this.frames[current];\n if (data !== undefined) {\n if (data.root in HoloViews.plot_index) {\n var doc = HoloViews.plot_index[data.root].model.document;\n } else {\n var doc = Bokeh.index[data.root].model.document;\n }\n doc.apply_json_patch(data.content);\n }\n },\n init_comms: function() {\n if (Bokeh.protocol !== undefined) {\n this.receiver = new 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JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n }\n\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n\n window.PyViz.comm_manager = new JupyterCommManager();\n " }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show more rows when printing all data\n", "pd.options.display.max_rows = 100\n", "# Chord plot settings\n", "hv.extension('bokeh')\n", "%output size=300" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "DATA_DIR = 'data'\n", "# Highly arbitrary: for how long should a combination have been pressed\n", "# to call it \"real\" and not just a transition to another desired state,\n", "# accidental press, etc.? There doesn't seem to be a smooth cutoff anywhere...\n", "PRESS_CUTOFF_MS = 500\n", "# First/last drugs in the CSV header\n", "HEADER_DRUG_START = 'LSD'\n", "HEADER_DRUG_END = 'SSRIs'" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "DRUG_CLASSES = {\n", " 'Psychedelics': [\n", " 'LSD',\n", " 'Mushrooms',\n", " 'DMT',\n", " 'Mescaline',\n", " 'DOx',\n", " 'NBOMes',\n", " '2C-x',\n", " '2C-T-x',\n", " '5-MeO-xxT',\n", " 'Cannabis',\n", " ],\n", " # Keep Dissociatives-Depressants-Anti-Depressants adjacent;\n", " # they have the most dangerous interactions which are\n", " # easier to read closer together.\n", " 'Stimulants': [\n", " 'Amphetamines',\n", " 'MDMA',\n", " 'Cocaine',\n", " 'Caffeine',\n", " ],\n", " 'Dissociatives': [\n", " 'Ketamine',\n", " 'MXE',\n", " 'DXM',\n", " 'Nitrous',\n", " ],\n", " 'Depressants': [\n", " 'Alcohol',\n", " 'GHB/GBL',\n", " 'Opioids',\n", " 'Tramadol',\n", " 'Benzodiazepines',\n", " ],\n", " 'Anti-Depressants': [\n", " 'MAOIs',\n", " 'SSRIs',\n", " ],\n", "}\n", "DRUG_COLORS = {\n", " 'Psychedelics': [\n", " palettes.Category20b[20][1*4 + 1],\n", " palettes.Category20b[20][1*4 + 3],\n", " ],\n", " 'Dissociatives': [\n", " palettes.Category20b[20][4*4 + 1],\n", " palettes.Category20b[20][4*4 + 3],\n", " ],\n", " 'Stimulants': [\n", " palettes.Category20b[20][3*4 + 1],\n", " palettes.Category20b[20][3*4 + 3],\n", " ],\n", " 'Depressants': [\n", " palettes.Category20b[20][0*4 + 1],\n", " palettes.Category20b[20][0*4 + 3],\n", " ],\n", " 'Anti-Depressants': [\n", " palettes.Category20b[20][2*4 + 1],\n", " palettes.Category20b[20][2*4 + 3],\n", " ],\n", "}\n", "# Order these from least to most significant; this makes it easy to\n", "# pick max(INTERACTION_LOOKUP[]) as the interaction to show for >2 drugs.\n", "INTERACTION_COLORS = {\n", " 'Low Risk & No Synergy': colors.RGB(32, 103, 45, 0.25),\n", " 'Low Risk & Decrease': colors.RGB(0, 0, 255, 0.25),\n", " 'Low Risk & Synergy': colors.RGB(128, 0, 255, 0.25),\n", " 'Caution': colors.RGB(255, 216, 68, 0.65),\n", " 'Unsafe': colors.RGB(255, 128, 0, 0.75),\n", " 'Dangerous': colors.RGB(255, 0, 0, 1),\n", "}\n", "INTERACTION_LOOKUP = list(INTERACTION_COLORS.keys())\n", "INTERACTION_COLORMAP = [INTERACTION_COLORS[k] for k in INTERACTION_LOOKUP]\n", "INTERACTION_LOOKUP = {k: INTERACTION_LOOKUP.index(k) for k in INTERACTION_LOOKUP}\n", "INTERACTION_COLORMAP_NOALPHA = [color.to_hex() for color in INTERACTION_COLORMAP]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Import data from all CSVs in the current directory\n", "data = pd.DataFrame()\n", "for f in os.listdir(DATA_DIR):\n", " if f.lower().endswith('.csv'):\n", " f = os.path.join(DATA_DIR, f)\n", " # Date, Time columns will be concatenated and parsed as a datetime into Date_Time\n", " data = pd.concat((data, pd.read_csv(f, parse_dates=[['Date', 'Time']])))" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Sort by datetime\n", "data = data.sort_values('Date_Time')\n", "data.index = data['Date_Time']" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Count number of buttons pressed in each row\n", "data['num_pressed'] = data.loc[:, HEADER_DRUG_START:HEADER_DRUG_END].sum(axis=1)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "54463" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Move \"ms since last\" up one row for ms_pressed: how long the given row was pressed\n", "data['ms_pressed'] = data['ms since last'].shift(-1)\n", "data.shape[0]" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "519" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Rows with nothing pressed for more than one minute: call these breaks between sessions,\n", "# giving an approximate number of sessions\n", "data.loc[(data['num_pressed'] == 0) & (data['ms_pressed'] > 60*1000)].shape[0]" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "6467" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "real_multi_press = data.loc[\n", " # Select rows with more than one drug pressed, held for our arbitrary cutoff\n", " (data['num_pressed'] > 1) & (data['ms_pressed'] > PRESS_CUTOFF_MS),\n", " # Exclude all columns except drug presses\n", " HEADER_DRUG_START:HEADER_DRUG_END\n", "]\n", "real_multi_press.shape[0]" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# Generate data similar to bokeh.sampledata.les_mis.data\n", "# First, a node for each drug with groups for DRUG_CLASSES\n", "nodes = []\n", "# While we're at it, build colormap\n", "drug_colormap = []\n", "for idx, klass in enumerate(DRUG_CLASSES):\n", " class_colors = DRUG_COLORS[klass]\n", " for didx, drug in enumerate(DRUG_CLASSES[klass]):\n", " nodes.append({'name': drug, 'class': klass})\n", " drug_colormap.append(class_colors[didx % len(class_colors)])" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# Then, links between each pair of drugs with value equal to number of times pressed together\n", "links = []\n", "rmp = real_multi_press\n", "# Compare one drug...\n", "for idx1, node1 in enumerate(nodes):\n", " name1 = node1['name']\n", " # ...with all other drugs after it\n", " for idx2, node2 in enumerate(nodes[idx1+1:]):\n", " # enumerate() starts idx2 at 0; we want it to start at idx1+1\n", " idx2 += idx1 + 1\n", " name2 = node2['name']\n", " links.append({\n", " 'source': idx1,\n", " 'target': idx2,\n", " # Number of real presses\n", " 'value': rmp.loc[\n", " # where node1 was pressed\n", " (rmp[name1] == 1) &\n", " # and node2 was pressed\n", " (rmp[name2] == 1)\n", " ].shape[0],\n", " 'interaction': INTERACTION_LOOKUP[combos[name1][name2]],\n", " 'source_name': name1,\n", " 'target_name': name2,\n", " })\n", "links_df = pd.DataFrame(links)\n", "links_df = links_df[['source', 'target', 'value', 'interaction', 'source_name', 'target_name']]\n", "nodes_df = pd.DataFrame(nodes)\n", "nodes_ds = hv.Dataset(nodes_df, 'index')" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/javascript": [ "\n", "// Ugly hack - see #2574 for more information\n", "if (!(document.getElementById('40e554ca-a8a4-4e93-91a0-cfd6d7d02fd6')) && !(document.getElementById('_anim_imgNone'))) {\n", " console.log(\"Creating DOM nodes dynamically for assumed nbconvert export. 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" ], "text/plain": [ ":Chord [source,target] (value,interaction,source_name,target_name)" ] }, "execution_count": 14, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "40e554ca-a8a4-4e93-91a0-cfd6d7d02fd6" } }, "output_type": "execute_result" } ], "source": [ "chord = hv.Chord((links_df, nodes_ds)).options(label_index='name', color_index='index', edge_color_index='interaction',\n", " cmap=drug_colormap, edge_cmap=INTERACTION_COLORMAP)\n", "renderer = hv.renderer('bokeh')\n", "renderer.save(chord, 'chord')\n", "chord" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "total_tests = links_df['value'].sum()\n", "top_combos = []\n", "for idx, row in links_df.sort_values('value', ascending=False).head(20).iterrows():\n", " name1 = row['source_name']\n", " name2 = row['target_name']\n", " top_combos.append({\n", " 'Combination': '{}, {}'.format(name1, name2),\n", " 'Percent of Tests': row['value'] / total_tests * 100,\n", " 'Interaction': INTERACTION_LOOKUP[combos[name1][name2]]\n", " })\n", "top_combos = pd.DataFrame(top_combos)\n", "top_combos = top_combos[['Combination', 'Percent of Tests', 'Interaction']]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/javascript": [ "\n", "// Ugly hack - see #2574 for more information\n", "if (!(document.getElementById('c7f33295-bf7c-4d39-8489-50f05d2b84e2')) && !(document.getElementById('_anim_imgNone'))) {\n", " console.log(\"Creating DOM nodes dynamically for assumed nbconvert export. To generate clean HTML output set HV_DOC_HTML as an environment variable.\")\n", " var htmlObject = document.createElement('div');\n", " htmlObject.innerHTML = `
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" ], "text/plain": [ ":Bars [Combination] (Percent of Tests,Interaction)" ] }, "execution_count": 16, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "c7f33295-bf7c-4d39-8489-50f05d2b84e2" } }, "output_type": "execute_result" } ], "source": [ "tcbars = hv.Bars(top_combos).options(\n", " invert_axes=True, invert_yaxis=True, show_legend=True,\n", " color_index='Interaction', cmap=INTERACTION_COLORMAP_NOALPHA)\n", "renderer.save(tcbars, 'top_combos')\n", "tcbars" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Given presses of more than one button,\n", "# how many times was each drug pressed? \n", "totals = real_multi_press.sum().to_frame()\n", "totals.columns = ['Tests']\n", "totals.index.name = 'Substance'\n", "bars_cmap = []\n", "for idx, drug in enumerate(totals.index):\n", " for klass in DRUG_CLASSES:\n", " if drug in DRUG_CLASSES[klass]:\n", " dcolors = DRUG_COLORS[klass]\n", " bars_cmap.append(dcolors[idx % len(dcolors)])" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/javascript": [ "\n", "// Ugly hack - see #2574 for more information\n", "if (!(document.getElementById('f1af7610-b8c8-412d-80d8-488b2ffc31dc')) && !(document.getElementById('_anim_imgNone'))) {\n", " console.log(\"Creating DOM nodes dynamically for assumed nbconvert export. To generate clean HTML output set HV_DOC_HTML as an environment variable.\")\n", " var htmlObject = document.createElement('div');\n", " htmlObject.innerHTML = `
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" ], "text/plain": [ ":Bars [Substance] (Tests)" ] }, "execution_count": 18, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "f1af7610-b8c8-412d-80d8-488b2ffc31dc" } }, "output_type": "execute_result" } ], "source": [ "totbars = hv.Bars(totals).options(\n", " invert_axes=True, invert_yaxis=True, color_index='Substance', show_legend=True, cmap=bars_cmap)\n", "renderer.save(totbars, 'totals')\n", "totbars" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "threes = []\n", "num_nodes = len(nodes)\n", "for idx1 in range(num_nodes):\n", " n1 = nodes[idx1]['name']\n", " for idx2 in range(idx1 + 1, num_nodes):\n", " n2 = nodes[idx2]['name']\n", " inter1 = INTERACTION_LOOKUP[combos[n1][n2]]\n", " for idx3 in range(idx2 + 1, num_nodes):\n", " n3 = nodes[idx3]['name']\n", " inter2 = INTERACTION_LOOKUP[combos[n1][n3]]\n", " inter3 = INTERACTION_LOOKUP[combos[n2][n3]]\n", " interaction = max(inter1, inter2, inter3)\n", " threes.append({\n", " 'Combination': '{}, {}, {}'.format(n1, n2, n3),\n", " 'Occurrences': rmp.loc[\n", " (rmp[n1] == 1) &\n", " (rmp[n2] == 1) &\n", " (rmp[n3] == 1)\n", " ].shape[0],\n", " 'Interaction': interaction,\n", " })\n", "threes_df = pd.DataFrame(threes)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "total_threes = threes_df['Occurrences'].sum()\n", "top_threes = []\n", "for idx, row in threes_df.sort_values('Occurrences', ascending=False).head(20).iterrows():\n", " top_threes.append({\n", " 'Combination': row['Combination'],\n", " 'Percent of Tests': row['Occurrences'] / total_threes * 100,\n", " 'Interaction': row['Interaction'],\n", " })\n", "top_threes = pd.DataFrame(top_threes)\n", "top_threes = top_threes[['Combination', 'Percent of Tests', 'Interaction']]\n", "# WTF holoviews/bokeh/whatever?! If a given index in cmap isn't in the Interaction\n", "# column, all colors are reordered, causing incredible frustration.\n", "# So, custom-tailor the colormap to only include the colors actually needed/used.\n", "ugh_colormap = [color for idx, color in enumerate(INTERACTION_COLORMAP_NOALPHA) if idx in top_threes['Interaction'].unique()]" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/javascript": [ "\n", "// Ugly hack - see #2574 for more information\n", "if (!(document.getElementById('268d5d16-1836-4291-8d99-8db84d9707f4')) && !(document.getElementById('_anim_imgNone'))) {\n", " console.log(\"Creating DOM nodes dynamically for assumed nbconvert export. To generate clean HTML output set HV_DOC_HTML as an environment variable.\")\n", " var htmlObject = document.createElement('div');\n", " htmlObject.innerHTML = `
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" ], "text/plain": [ ":Bars [Combination] (Percent of Tests,Interaction)" ] }, "execution_count": 21, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "268d5d16-1836-4291-8d99-8db84d9707f4" } }, "output_type": "execute_result" } ], "source": [ "t3bars = hv.Bars(top_threes).options(\n", " invert_axes=True, invert_yaxis=True, color_index='Interaction', cmap=ugh_colormap)\n", "renderer.save(t3bars, 'top_threes')\n", "t3bars" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "00:00:00 to 01:00:00: 920 tests, LSD = 24%\n", "01:00:00 to 02:00:00: 382 tests, Alcohol = 26%\n", "02:00:00 to 03:00:00: 456 tests, Alcohol = 30%\n", "03:00:00 to 04:00:00: 509 tests, Alcohol = 28%\n", "04:00:00 to 05:00:00: 200 tests, MDMA = 30%\n", "05:00:00 to 06:00:00: 147 tests, Ketamine = 37%\n", "19:00:00 to 20:00:00: 288 tests, Cannabis = 23%\n", "20:00:00 to 21:00:00: 274 tests, LSD = 21%\n", "21:00:00 to 22:00:00: 512 tests, Cannabis = 25%\n", "22:00:00 to 23:00:00: 1166 tests, Alcohol = 26%\n", "23:00:00 to 00:00:00: 1264 tests, LSD = 23%\n" ] } ], "source": [ "for i in range(24):\n", " start = datetime.time(i)\n", " end = datetime.time((i + 1) % 24)\n", " chunk = rmp.between_time(start, end)\n", " if chunk.shape[0] < 100:\n", " continue\n", " count = chunk.shape[0]\n", " chunk_sum = chunk.sum()\n", " idxmax = chunk_sum.idxmax()\n", " percent = chunk_sum[idxmax] / count * 100\n", " print('{} to {}: {:4} tests, {} = {:.0f}%'.format(start, end, count, idxmax, percent))" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "festivals = {\n", " 'Plunge': rmp.loc['2018-5-23':'2018-5-28'],\n", " 'Priceless': rmp.loc['2018-6-28':'2018-7-2'],\n", " 'BurningMan': rmp.loc['2018-8-26':'2018-9-1'],\n", "}" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('A', 'a'), ('A', 'b'), ('B', 'a'), ('B', 'b')]" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from itertools import product\n", "index, groups = ['A', 'B'], ['a', 'b']\n", "keys = product(index, groups)\n", "list(keys)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('LSD', 'Plunge', 23.64864864864865),\n", " ('Alcohol', 'Plunge', 30.067567567567565),\n", " ('MDMA', 'Plunge', 21.70608108108108),\n", " ('Cannabis', 'Plunge', 20.18581081081081),\n", " ('Mushrooms', 'Plunge', 17.22972972972973),\n", " ('Cocaine', 'Plunge', 19.763513513513516),\n", " ('Ketamine', 'Plunge', 10.050675675675675),\n", " ('Caffeine', 'Plunge', 12.58445945945946),\n", " ('Nitrous', 'Plunge', 12.753378378378377),\n", " ('Amphetamines', 'Plunge', 8.783783783783784),\n", " ('DMT', 'Plunge', 6.25),\n", " ('SSRIs', 'Plunge', 7.179054054054054),\n", " ('GHB/GBL', 'Plunge', 5.320945945945946),\n", " ('Benzodiazepines', 'Plunge', 6.672297297297297),\n", " ('Mescaline', 'Plunge', 7.094594594594595),\n", " ('Opioids', 'Plunge', 6.756756756756757),\n", " ('Tramadol', 'Plunge', 5.743243243243244),\n", " ('MAOIs', 'Plunge', 5.574324324324325),\n", " ('2C-x', 'Plunge', 4.054054054054054),\n", " ('MXE', 'Plunge', 3.5472972972972974),\n", " ('2C-T-x', 'Plunge', 3.040540540540541),\n", " ('5-MeO-xxT', 'Plunge', 2.7871621621621623),\n", " ('NBOMes', 'Plunge', 3.6317567567567566),\n", " ('DXM', 'Plunge', 2.5337837837837838),\n", " ('DOx', 'Plunge', 3.3783783783783785),\n", " ('LSD', 'Priceless', 21.057692307692307),\n", " ('Alcohol', 'Priceless', 21.153846153846153),\n", " ('MDMA', 'Priceless', 19.807692307692307),\n", " ('Cannabis', 'Priceless', 17.78846153846154),\n", " ('Mushrooms', 'Priceless', 12.788461538461537),\n", " ('Cocaine', 'Priceless', 10.096153846153847),\n", " ('Ketamine', 'Priceless', 13.557692307692307),\n", " ('Caffeine', 'Priceless', 10.192307692307692),\n", " ('Nitrous', 'Priceless', 11.25),\n", " ('Amphetamines', 'Priceless', 7.115384615384615),\n", " ('DMT', 'Priceless', 8.75),\n", " ('SSRIs', 'Priceless', 11.153846153846155),\n", " ('GHB/GBL', 'Priceless', 7.403846153846154),\n", " ('Benzodiazepines', 'Priceless', 5.096153846153846),\n", " ('Mescaline', 'Priceless', 4.519230769230769),\n", " ('Opioids', 'Priceless', 5.288461538461538),\n", " ('Tramadol', 'Priceless', 6.25),\n", " ('MAOIs', 'Priceless', 6.346153846153846),\n", " ('2C-x', 'Priceless', 3.653846153846154),\n", " ('MXE', 'Priceless', 5.288461538461538),\n", " ('2C-T-x', 'Priceless', 2.8846153846153846),\n", " ('5-MeO-xxT', 'Priceless', 3.75),\n", " ('NBOMes', 'Priceless', 1.7307692307692308),\n", " ('DXM', 'Priceless', 2.307692307692308),\n", " ('DOx', 'Priceless', 1.6346153846153848),\n", " ('LSD', 'BurningMan', 24.231678486997634),\n", " ('Alcohol', 'BurningMan', 21.77304964539007),\n", " ('MDMA', 'BurningMan', 19.26713947990544),\n", " ('Cannabis', 'BurningMan', 18.037825059101657),\n", " ('Mushrooms', 'BurningMan', 14.444444444444443),\n", " ('Cocaine', 'BurningMan', 13.14420803782506),\n", " ('Ketamine', 'BurningMan', 12.056737588652481),\n", " ('Caffeine', 'BurningMan', 10.141843971631205),\n", " ('Nitrous', 'BurningMan', 9.1725768321513),\n", " ('Amphetamines', 'BurningMan', 10.8274231678487),\n", " ('DMT', 'BurningMan', 9.71631205673759),\n", " ('SSRIs', 'BurningMan', 5.460992907801419),\n", " ('GHB/GBL', 'BurningMan', 6.524822695035461),\n", " ('Benzodiazepines', 'BurningMan', 6.193853427895981),\n", " ('Mescaline', 'BurningMan', 5.957446808510639),\n", " ('Opioids', 'BurningMan', 5.791962174940898),\n", " ('Tramadol', 'BurningMan', 4.775413711583925),\n", " ('MAOIs', 'BurningMan', 4.184397163120567),\n", " ('2C-x', 'BurningMan', 3.309692671394799),\n", " ('MXE', 'BurningMan', 2.624113475177305),\n", " ('2C-T-x', 'BurningMan', 3.2387706855791962),\n", " ('5-MeO-xxT', 'BurningMan', 2.931442080378251),\n", " ('NBOMes', 'BurningMan', 2.5295508274231677),\n", " ('DXM', 'BurningMan', 2.458628841607565),\n", " ('DOx', 'BurningMan', 2.3640661938534278)]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "drug_order = list(totals.sort_values('Tests', ascending=False).index)\n", "fest_data = []\n", "for name, fest in festivals.items():\n", " fest_tests = fest.shape[0]\n", " fest_sum = fest.sum()\n", " for drug in drug_order:\n", " fest_data.append((drug, name, fest_sum[drug] / fest_tests * 100))\n", "fest_data\n", " " ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "application/javascript": [ "\n", "// Ugly hack - see #2574 for more information\n", "if (!(document.getElementById('69bf1be5-7594-4687-818c-02a65069e5dc')) && !(document.getElementById('_anim_imgNone'))) {\n", " console.log(\"Creating DOM nodes dynamically for assumed nbconvert export. To generate clean HTML output set HV_DOC_HTML as an environment variable.\")\n", " var htmlObject = document.createElement('div');\n", " htmlObject.innerHTML = `
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Application\",\"version\":\"0.13.0\"}};\n", " var render_items = [{\"docid\":\"41066744-6cbe-4f5b-b1c7-6b5ec9507de8\",\"roots\":{\"903323ac-63cb-433d-9743-dd05403a4c7a\":\"2f33b66d-d9c5-4773-88c5-5a9d8772e389\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " clearInterval(timer);\n", " }\n", " attempts++;\n", " if (attempts > 100) {\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\")\n", " clearInterval(timer);\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
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" ], "text/plain": [ ":Bars [idx] (val)" ] }, "execution_count": 28, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "903323ac-63cb-433d-9743-dd05403a4c7a" } }, "output_type": "execute_result" } ], "source": [ "# Holoviews sucks at legends; build ours manually.\n", "legend_colors = [{'thing': k, 'val': 0} for k in INTERACTION_COLORS.keys()]\n", "legend_colors = pd.DataFrame(legend_colors)\n", "legend_colors.index = legend_colors['thing']\n", "legend_colors = legend_colors[['val']]\n", "legend_colors.index.name = 'idx'\n", "lgnd = hv.Bars(legend_colors).options(\n", " color_index='idx', cmap=INTERACTION_COLORMAP_NOALPHA, show_legend=True)\n", "lgnd" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "scrolled": true }, "outputs": [ { "data": { "application/javascript": [ "\n", "// Ugly hack - see #2574 for more information\n", "if (!(document.getElementById('c5483822-ae57-42ce-b9a7-80306e3ccc9e')) && !(document.getElementById('_anim_imgNone'))) {\n", " console.log(\"Creating DOM nodes dynamically for assumed nbconvert export. To generate clean HTML output set HV_DOC_HTML as an environment variable.\")\n", " var htmlObject = document.createElement('div');\n", " htmlObject.innerHTML = `
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" ], "text/plain": [ ":Bars [idx] (val)" ] }, "execution_count": 29, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "c5483822-ae57-42ce-b9a7-80306e3ccc9e" } }, "output_type": "execute_result" } ], "source": [ "# Holoviews sucks at legends; build ours manually.\n", "legend_colors = [{'thing': k, 'val': 0} for k in DRUG_COLORS.keys()]\n", "legend_colors = pd.DataFrame(legend_colors)\n", "legend_colors.index = legend_colors['thing']\n", "legend_colors = legend_colors[['val']]\n", "legend_colors.index.name = 'idx'\n", "lgnd = hv.Bars(legend_colors).options(\n", " color_index='idx', cmap=[DRUG_COLORS[k][0] for k in DRUG_COLORS.keys()], show_legend=True)\n", "lgnd" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.0" } }, "nbformat": 4, "nbformat_minor": 2 }