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mpld3 interactive legend
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# mpld3 - check interactive legend\n", | |
"<hr style=\"width:100%; color:#20435C; background-color:#20435C; height:5px;noshade:noshade;\" /> " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import matplotlib.pyplot as plt\n", | |
"import numpy as np\n", | |
"from mpld3 import fig_to_html, plugins, display\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"labels = [\"a\", \"b\", \"c\", \"d\", \"e\"]\n", | |
"\n", | |
"N_paths = len(labels)\n", | |
"N_steps = 100\n", | |
"x = np.linspace(0, 10, 100)\n", | |
"y = (0.1 * (np.random.random((N_paths, N_steps)) - 0.5)).cumsum(1)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"parameters of interactive legend:\n", | |
" - `alpha_over = 1` (inactive)\n", | |
" - `alpha_unsel = .2` alpha is reduced to 20% of its defined value" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"\n", | |
"\n", | |
"<style>\n", | |
"\n", | |
" .legend-box {\n", | |
" cursor: pointer;\n", | |
" }\n", | |
" \n", | |
"</style>\n", | |
"\n", | |
"<div id=\"fig_el59961406759938416161591021933\"></div>\n", | |
"<script>\n", | |
"function mpld3_load_lib(url, callback){\n", | |
" var s = document.createElement('script');\n", | |
" s.src = url;\n", | |
" s.async = true;\n", | |
" s.onreadystatechange = s.onload = callback;\n", | |
" s.onerror = function(){console.warn(\"failed to load library \" + url);};\n", | |
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n", | |
"}\n", | |
"\n", | |
"if(typeof(mpld3) !== \"undefined\" && mpld3._mpld3IsLoaded){\n", | |
" // already loaded: just create the figure\n", | |
" !function(mpld3){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
" mpld3.draw_figure(\"fig_el59961406759938416161591021933\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#EEEEEE\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.60000000000000009, 0.80000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#348ABD\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993862288\"}, {\"color\": \"#A60628\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993431568\"}, {\"color\": \"#7A68A6\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993008656\"}, {\"color\": \"#467821\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993052688\"}, {\"color\": \"#D55E00\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993108624\"}], \"markers\": [], \"id\": \"el5996140675993863952\", \"ydomain\": [-0.60000000000000009, 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[6.767676767676767, -0.11966553123192747], [6.8686868686868685, -0.12937758357377566], [6.96969696969697, -0.14610594058932277], [7.070707070707071, -0.14516381033794964], [7.171717171717171, -0.1364480577649002], [7.2727272727272725, -0.1588327070306648], [7.373737373737374, -0.1453852645938844], [7.474747474747475, -0.14836252748941883], [7.575757575757575, -0.17196933897466832], [7.6767676767676765, -0.15863375769504506], [7.777777777777778, -0.1627762031529543], [7.878787878787879, -0.15712628220357935], [7.979797979797979, -0.14439992149654304], [8.080808080808081, -0.13647035332937388], [8.181818181818182, -0.12797844703046143], [8.282828282828282, -0.10430319049114181], [8.383838383838384, -0.10014586311746149], [8.484848484848484, -0.10922513382751155], [8.585858585858587, -0.09455138709514214], [8.686868686868687, -0.08587184356831583], [8.787878787878787, -0.06955499002396673], [8.88888888888889, -0.05622819219397779], [8.98989898989899, -0.035956195770759466], 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0.45323390563538046, 0.18642187066020524], [9.595959595959595, -0.12705703069621058, -0.04744598306914395, -0.08727017526067746, 0.46753581585288256, 0.21469489150320592], [9.696969696969697, -0.1318895883215773, -0.04461590818427096, -0.07324927649130825, 0.45448337698384683, 0.22938446242299315], [9.797979797979798, -0.1424278052997006, -0.04551541445718306, -0.1118587881414903, 0.4203986670109172, 0.24912716027572876], [9.8989898989899, -0.0962829006734521, -0.019326384928084795, -0.12136455475247916, 0.43392010982044893, 0.29824056712743413], [10.0, -0.05686530837360076, 0.01877945380091364, -0.11535974955008017, 0.4494818094457668, 0.26645847809268147]]}, \"id\": \"el5996140675993841616\"});\n", | |
" }(mpld3);\n", | |
"}else if(typeof define === \"function\" && define.amd){\n", | |
" // require.js is available: use it to load d3/mpld3\n", | |
" require.config({paths: {d3: \"https://mpld3.github.io/js/d3.v3.min\"}});\n", | |
" require([\"d3\"], function(d3){\n", | |
" window.d3 = d3;\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
" mpld3.draw_figure(\"fig_el59961406759938416161591021933\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#EEEEEE\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.60000000000000009, 0.80000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#348ABD\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993862288\"}, {\"color\": \"#A60628\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993431568\"}, {\"color\": \"#7A68A6\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993008656\"}, {\"color\": \"#467821\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993052688\"}, {\"color\": \"#D55E00\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993108624\"}], \"markers\": [], \"id\": \"el5996140675993863952\", \"ydomain\": [-0.60000000000000009, 0.80000000000000004], \"collections\": [{\"paths\": [[[[0.0, 0.06888578935086756], [0.0, 0.02296192978362252], [0.10101010101010101, 0.03127800213597579], [0.20202020202020202, 0.009833602749486043], [0.30303030303030304, 0.025254659749111393], [0.40404040404040403, 0.03891224966971056], [0.5050505050505051, 0.0382472910674811], [0.6060606060606061, 0.01919594410591291], [0.7070707070707071, 0.023439942055422748], [0.8080808080808081, 0.03190449421285549], [0.9090909090909091, 0.01982649277623138], [1.0101010101010102, 0.018750681398682727], [1.1111111111111112, 0.04115754771701273], [1.2121212121212122, 0.022936666181516442], [1.3131313131313131, 0.04790934828523602], [1.4141414141414141, 0.026705503470255257], [1.5151515151515151, 0.04206833614508217], [1.6161616161616161, 0.01848396866394094], [1.7171717171717171, 0.016441827760930998], [1.8181818181818181, 0.032375647724276244], [1.9191919191919191, 0.015246120580860487], [2.0202020202020203, 0.039521185040360965], 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0.2745063822414145], [8.787878787878787, -0.13910998004793346, -0.04884282313352555, -0.1651401938446224, 0.4668298574964864, 0.28729646616012594], [8.88888888888889, -0.11245638438795558, -0.06413321140926985, -0.15746709833421518, 0.4305401138118965, 0.283461400371819], [8.98989898989899, -0.07191239154151893, -0.04096644056308785, -0.1975409720566521, 0.4332054200313196, 0.23469144734627526], [9.09090909090909, -0.062003814602568035, -0.02360868206913842, -0.17797311318429368, 0.4549279810749083, 0.23752712616856875], [9.191919191919192, -0.07207140327712358, -0.01563585390386483, -0.13532811803768202, 0.4390139334978399, 0.2677229268921435], [9.292929292929292, -0.03301625534918137, -0.022899245130052162, -0.08858557417443573, 0.43259294915411645, 0.24394892244599017], [9.393939393939394, -0.07961521573578362, -0.06378870926120896, -0.0582525867782106, 0.4428571980031012, 0.23243812227192773], [9.494949494949495, -0.09199309219121106, -0.05176075704746365, -0.04914405406740378, 0.45323390563538046, 0.18642187066020524], [9.595959595959595, -0.12705703069621058, -0.04744598306914395, -0.08727017526067746, 0.46753581585288256, 0.21469489150320592], [9.696969696969697, -0.1318895883215773, -0.04461590818427096, -0.07324927649130825, 0.45448337698384683, 0.22938446242299315], [9.797979797979798, -0.1424278052997006, -0.04551541445718306, -0.1118587881414903, 0.4203986670109172, 0.24912716027572876], [9.8989898989899, -0.0962829006734521, -0.019326384928084795, -0.12136455475247916, 0.43392010982044893, 0.29824056712743413], [10.0, -0.05686530837360076, 0.01877945380091364, -0.11535974955008017, 0.4494818094457668, 0.26645847809268147]]}, \"id\": \"el5996140675993841616\"});\n", | |
" });\n", | |
" });\n", | |
"}else{\n", | |
" // require.js not available: dynamically load d3 & mpld3\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
" mpld3.draw_figure(\"fig_el59961406759938416161591021933\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#EEEEEE\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.60000000000000009, 0.80000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#348ABD\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993862288\"}, {\"color\": \"#A60628\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993431568\"}, {\"color\": \"#7A68A6\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993008656\"}, {\"color\": \"#467821\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993052688\"}, {\"color\": \"#D55E00\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675993108624\"}], \"markers\": [], \"id\": \"el5996140675993863952\", \"ydomain\": [-0.60000000000000009, 0.80000000000000004], \"collections\": [{\"paths\": [[[[0.0, 0.06888578935086756], [0.0, 0.02296192978362252], [0.10101010101010101, 0.03127800213597579], [0.20202020202020202, 0.009833602749486043], [0.30303030303030304, 0.025254659749111393], [0.40404040404040403, 0.03891224966971056], [0.5050505050505051, 0.0382472910674811], [0.6060606060606061, 0.01919594410591291], [0.7070707070707071, 0.023439942055422748], [0.8080808080808081, 0.03190449421285549], [0.9090909090909091, 0.01982649277623138], [1.0101010101010102, 0.018750681398682727], [1.1111111111111112, 0.04115754771701273], [1.2121212121212122, 0.022936666181516442], [1.3131313131313131, 0.04790934828523602], [1.4141414141414141, 0.026705503470255257], [1.5151515151515151, 0.04206833614508217], [1.6161616161616161, 0.01848396866394094], [1.7171717171717171, 0.016441827760930998], [1.8181818181818181, 0.032375647724276244], [1.9191919191919191, 0.015246120580860487], [2.0202020202020203, 0.039521185040360965], [2.121212121212121, 0.04988528241596986], [2.2222222222222223, 0.05782342396604356], [2.323232323232323, 0.0408450563582652], [2.4242424242424243, 0.016680299722362686], [2.525252525252525, 0.03623241621782199], [2.6262626262626263, 0.054714637568309424], [2.727272727272727, 0.04951365467399144], [2.8282828282828283, 0.062091368161947214], [2.929292929292929, 0.03709490318590826], [3.0303030303030303, 0.024640572609035002], [3.131313131313131, 0.0028615328565104736], [3.2323232323232323, -0.015209317483563502], [3.3333333333333335, -0.010178405092186194], [3.4343434343434343, -0.030877191747042145], [3.5353535353535355, -0.030790027460560993], [3.6363636363636362, -0.04290812195695638], [3.7373737373737375, -0.06240870737173256], [3.8383838383838382, -0.04213090658228942], [3.9393939393939394, -0.056705395824532295], [4.040404040404041, -0.07536965249014871], [4.141414141414141, -0.0679266748405499], [4.242424242424242, -0.06999728034970652], [4.343434343434343, -0.05500917478034825], [4.444444444444445, -0.07762997082970516], [4.545454545454545, -0.093222967345273], [4.646464646464646, -0.07849666335449199], [4.747474747474747, -0.06155887818096162], [4.848484848484849, -0.07303492369501362], [4.94949494949495, -0.09391243688874172], [5.05050505050505, -0.11365070865871896], [5.151515151515151, -0.08984685079776372], [5.252525252525253, -0.10772842153904047], [5.353535353535354, -0.08582134789132509], [5.454545454545454, -0.08041781923023722], [5.555555555555555, -0.058491788101749084], [5.656565656565657, -0.06986324897431156], [5.757575757575758, -0.08545675110957661], [5.858585858585858, -0.06074955911123504], [5.959595959595959, -0.044235433247838726], [6.0606060606060606, -0.059879445569722314], [6.161616161616162, -0.08054631413747673], [6.262626262626262, -0.0788251344710429], [6.363636363636363, -0.06314151470189415], [6.4646464646464645, -0.06483548869362248], [6.565656565656566, -0.0788549698387288], [6.666666666666667, -0.09806401929899337], 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" })\n", | |
" });\n", | |
"}\n", | |
"</script>" | |
], | |
"text/plain": [ | |
"<IPython.core.display.HTML object>" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"fig, ax = plt.subplots()\n", | |
"for i, lab in enumerate(labels):\n", | |
" l, = ax.plot(x, y[i, :], label=lab)\n", | |
" ax.fill_between(x, y[i, :] * .5, y[i, :] * 1.5,\n", | |
" color=l.get_color(), alpha=.4)\n", | |
" \n", | |
"handles, labels = ax.get_legend_handles_labels()\n", | |
"interactive_legend = plugins.InteractiveLegendPlugin(zip(handles, ax.collections),\n", | |
" labels,\n", | |
" alpha_unsel=.5,\n", | |
" alpha_over=1, start_visible=False)\n", | |
"plugins.connect(fig, interactive_legend)\n", | |
"display(fig)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"parameters of interactive legend:\n", | |
" - `alpha_over = 1.5` a 1.5 factor is applied to current alpha and line width\n", | |
" - `alpha_unsel = 0` alpha is reduced to that make it unvisible" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"\n", | |
"\n", | |
"<style>\n", | |
"\n", | |
" .legend-box {\n", | |
" cursor: pointer;\n", | |
" }\n", | |
" \n", | |
"</style>\n", | |
"\n", | |
"<div id=\"fig_el59961406759899874085142602953\"></div>\n", | |
"<script>\n", | |
"function mpld3_load_lib(url, callback){\n", | |
" var s = document.createElement('script');\n", | |
" s.src = url;\n", | |
" s.async = true;\n", | |
" s.onreadystatechange = s.onload = callback;\n", | |
" s.onerror = function(){console.warn(\"failed to load library \" + url);};\n", | |
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n", | |
"}\n", | |
"\n", | |
"if(typeof(mpld3) !== \"undefined\" && mpld3._mpld3IsLoaded){\n", | |
" // already loaded: just create the figure\n", | |
" !function(mpld3){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
" mpld3.draw_figure(\"fig_el59961406759899874085142602953\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#EEEEEE\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.60000000000000009, 0.80000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#348ABD\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675989987536\"}, {\"color\": \"#A60628\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675964721168\"}, {\"color\": \"#7A68A6\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675964773392\"}, {\"color\": \"#467821\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675964776400\"}, {\"color\": \"#D55E00\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675964304336\"}], \"markers\": [], \"id\": \"el5996140675989989328\", \"ydomain\": [-0.60000000000000009, 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0.055572267942126795, 0.31017229397873813, 0.3488028970443353], [6.4646464646464645, -0.12967097738724495, -0.08685737486461573, 0.043938993650324804, 0.26971640077571224, 0.3125112392641146], [6.565656565656566, -0.1577099396774576, -0.10726292514996516, 0.07010535002477886, 0.2915624658267552, 0.27995483230882084], [6.666666666666667, -0.19612803859798675, -0.13609329966289396, 0.10235207649829933, 0.34004263321226436, 0.3288910726244924], [6.767676767676767, -0.23933106246385494, -0.1233819134764412, 0.06077060029214498, 0.3225947719419369, 0.37035813844537], [6.8686868686868685, -0.2587551671475513, -0.16239044496594557, 0.031866395225146754, 0.3206320858497985, 0.35299965373229264], [6.96969696969697, -0.29221188117864555, -0.18091907665779372, 0.029381323346587877, 0.2975749405624112, 0.3280326081151047], [7.070707070707071, -0.2903276206758993, -0.16529645093952564, 0.01470861659720452, 0.31924316984294704, 0.2882164991720572], [7.171717171717171, -0.2728961155298004, -0.16661483880067254, 0.039587699938109774, 0.3674219127275449, 0.28845859946630803], [7.2727272727272725, -0.3176654140613296, -0.15748015562541823, 0.06439511306832094, 0.37373231869800455, 0.3138701818170489], [7.373737373737374, -0.2907705291877688, -0.1346521339109959, 0.11086948258556564, 0.3991176543565367, 0.2978621453276593], [7.474747474747475, -0.29672505497883767, -0.17126315785037796, 0.08660181803966069, 0.4238369317544592, 0.26841318075345577], [7.575757575757575, -0.34393867794933664, -0.13364551282016796, 0.06830178682823507, 0.4441521149163767, 0.24688843067844632], [7.6767676767676765, -0.3172675153900901, -0.12285589979551355, 0.020990235866609204, 0.42852636017491247, 0.23021484584350713], [7.777777777777778, -0.3255524063059086, -0.07594800208254025, 0.06634753435304477, 0.4451110497352794, 0.23145514420013655], [7.878787878787879, -0.3142525644071587, -0.08285774990235137, 0.03175227939560297, 0.4891094294774101, 0.23102695020885886], [7.979797979797979, -0.2887998429930861, -0.10937092392420597, -0.01588539391009417, 0.4530867908627719, 0.25895849137561067], [8.080808080808081, -0.27294070665874776, -0.09001678976469728, -0.024292992932045246, 0.44331187589393095, 0.2825680004519708], [8.181818181818182, -0.25595689406092287, -0.10692916091430424, -0.05379513546748062, 0.43924607530362547, 0.2428370050012265], [8.282828282828282, -0.20860638098228362, -0.062249882173214546, -0.06741220318741703, 0.4187806147321564, 0.2611438972697803], [8.383838383838384, -0.20029172623492297, -0.059649442069690764, -0.07392087489590671, 0.4383400923670559, 0.27903181232216423], [8.484848484848484, -0.2184502676550231, -0.01574275031437207, -0.11483468373032646, 0.3913174029969466, 0.3149787557359395], [8.585858585858587, -0.1891027741902843, 0.018640918457712707, -0.14439733493521809, 0.42418951217757844, 0.2900590835640298], [8.686868686868687, -0.17174368713663166, -0.015791745931115146, -0.16729406638989244, 0.44093506327109333, 0.2745063822414145], [8.787878787878787, -0.13910998004793346, -0.04884282313352555, -0.1651401938446224, 0.4668298574964864, 0.28729646616012594], [8.88888888888889, -0.11245638438795558, -0.06413321140926985, -0.15746709833421518, 0.4305401138118965, 0.283461400371819], [8.98989898989899, -0.07191239154151893, -0.04096644056308785, -0.1975409720566521, 0.4332054200313196, 0.23469144734627526], [9.09090909090909, -0.062003814602568035, -0.02360868206913842, -0.17797311318429368, 0.4549279810749083, 0.23752712616856875], [9.191919191919192, -0.07207140327712358, -0.01563585390386483, -0.13532811803768202, 0.4390139334978399, 0.2677229268921435], [9.292929292929292, -0.03301625534918137, -0.022899245130052162, -0.08858557417443573, 0.43259294915411645, 0.24394892244599017], [9.393939393939394, -0.07961521573578362, -0.06378870926120896, -0.0582525867782106, 0.4428571980031012, 0.23243812227192773], [9.494949494949495, -0.09199309219121106, -0.05176075704746365, -0.04914405406740378, 0.45323390563538046, 0.18642187066020524], [9.595959595959595, -0.12705703069621058, -0.04744598306914395, -0.08727017526067746, 0.46753581585288256, 0.21469489150320592], [9.696969696969697, -0.1318895883215773, -0.04461590818427096, -0.07324927649130825, 0.45448337698384683, 0.22938446242299315], [9.797979797979798, -0.1424278052997006, -0.04551541445718306, -0.1118587881414903, 0.4203986670109172, 0.24912716027572876], [9.8989898989899, -0.0962829006734521, -0.019326384928084795, -0.12136455475247916, 0.43392010982044893, 0.29824056712743413], [10.0, -0.05686530837360076, 0.01877945380091364, -0.11535974955008017, 0.4494818094457668, 0.26645847809268147]]}, \"id\": \"el5996140675989987408\"});\n", | |
" }(mpld3);\n", | |
"}else if(typeof define === \"function\" && define.amd){\n", | |
" // require.js is available: use it to load d3/mpld3\n", | |
" require.config({paths: {d3: \"https://mpld3.github.io/js/d3.v3.min\"}});\n", | |
" require([\"d3\"], function(d3){\n", | |
" window.d3 = d3;\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
" mpld3.draw_figure(\"fig_el59961406759899874085142602953\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#EEEEEE\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.60000000000000009, 0.80000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#348ABD\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675989987536\"}, {\"color\": \"#A60628\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675964721168\"}, {\"color\": \"#7A68A6\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675964773392\"}, {\"color\": \"#467821\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675964776400\"}, {\"color\": \"#D55E00\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675964304336\"}], \"markers\": [], \"id\": \"el5996140675989989328\", \"ydomain\": [-0.60000000000000009, 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0.10105612306916259, 0.23677140478380826], [5.656565656565657, -0.13972649794862313, -0.10435692949331234, 0.12510919950622854, 0.1398315784650404, 0.23435957399003235], [5.757575757575758, -0.17091350221915322, -0.12794840620777473, 0.10492708518414552, 0.16647477510971237, 0.22533178961570752], [5.858585858585858, -0.12149911822247007, -0.08550331602267483, 0.05515521626321446, 0.200776670235556, 0.2496962897613829], [5.959595959595959, -0.08847086649567745, -0.0719568567124822, 0.049815585982875187, 0.24372926517233798, 0.2683437494254442], [6.0606060606060606, -0.11975889113944463, -0.024222760736758497, 0.07589266472254133, 0.2885017041621791, 0.2938707005457364], [6.161616161616162, -0.16109262827495346, -0.058690889177754835, 0.09260111561228493, 0.27250593473145135, 0.3092291293737088], [6.262626262626262, -0.1576502689420858, -0.08048426212206841, 0.06250694118267046, 0.2902193004805027, 0.2997347329795053], [6.363636363636363, -0.1262830294037883, -0.0867307660044406, 0.055572267942126795, 0.31017229397873813, 0.3488028970443353], [6.4646464646464645, -0.12967097738724495, -0.08685737486461573, 0.043938993650324804, 0.26971640077571224, 0.3125112392641146], [6.565656565656566, -0.1577099396774576, -0.10726292514996516, 0.07010535002477886, 0.2915624658267552, 0.27995483230882084], [6.666666666666667, -0.19612803859798675, -0.13609329966289396, 0.10235207649829933, 0.34004263321226436, 0.3288910726244924], [6.767676767676767, -0.23933106246385494, -0.1233819134764412, 0.06077060029214498, 0.3225947719419369, 0.37035813844537], [6.8686868686868685, -0.2587551671475513, -0.16239044496594557, 0.031866395225146754, 0.3206320858497985, 0.35299965373229264], [6.96969696969697, -0.29221188117864555, -0.18091907665779372, 0.029381323346587877, 0.2975749405624112, 0.3280326081151047], [7.070707070707071, -0.2903276206758993, -0.16529645093952564, 0.01470861659720452, 0.31924316984294704, 0.2882164991720572], [7.171717171717171, -0.2728961155298004, -0.16661483880067254, 0.039587699938109774, 0.3674219127275449, 0.28845859946630803], [7.2727272727272725, -0.3176654140613296, -0.15748015562541823, 0.06439511306832094, 0.37373231869800455, 0.3138701818170489], [7.373737373737374, -0.2907705291877688, -0.1346521339109959, 0.11086948258556564, 0.3991176543565367, 0.2978621453276593], [7.474747474747475, -0.29672505497883767, -0.17126315785037796, 0.08660181803966069, 0.4238369317544592, 0.26841318075345577], [7.575757575757575, -0.34393867794933664, -0.13364551282016796, 0.06830178682823507, 0.4441521149163767, 0.24688843067844632], [7.6767676767676765, -0.3172675153900901, -0.12285589979551355, 0.020990235866609204, 0.42852636017491247, 0.23021484584350713], [7.777777777777778, -0.3255524063059086, -0.07594800208254025, 0.06634753435304477, 0.4451110497352794, 0.23145514420013655], [7.878787878787879, -0.3142525644071587, -0.08285774990235137, 0.03175227939560297, 0.4891094294774101, 0.23102695020885886], [7.979797979797979, -0.2887998429930861, -0.10937092392420597, -0.01588539391009417, 0.4530867908627719, 0.25895849137561067], [8.080808080808081, -0.27294070665874776, -0.09001678976469728, -0.024292992932045246, 0.44331187589393095, 0.2825680004519708], [8.181818181818182, -0.25595689406092287, -0.10692916091430424, -0.05379513546748062, 0.43924607530362547, 0.2428370050012265], [8.282828282828282, -0.20860638098228362, -0.062249882173214546, -0.06741220318741703, 0.4187806147321564, 0.2611438972697803], [8.383838383838384, -0.20029172623492297, -0.059649442069690764, -0.07392087489590671, 0.4383400923670559, 0.27903181232216423], [8.484848484848484, -0.2184502676550231, -0.01574275031437207, -0.11483468373032646, 0.3913174029969466, 0.3149787557359395], [8.585858585858587, -0.1891027741902843, 0.018640918457712707, -0.14439733493521809, 0.42418951217757844, 0.2900590835640298], [8.686868686868687, -0.17174368713663166, -0.015791745931115146, -0.16729406638989244, 0.44093506327109333, 0.2745063822414145], [8.787878787878787, -0.13910998004793346, -0.04884282313352555, -0.1651401938446224, 0.4668298574964864, 0.28729646616012594], [8.88888888888889, -0.11245638438795558, -0.06413321140926985, -0.15746709833421518, 0.4305401138118965, 0.283461400371819], [8.98989898989899, -0.07191239154151893, -0.04096644056308785, -0.1975409720566521, 0.4332054200313196, 0.23469144734627526], [9.09090909090909, -0.062003814602568035, -0.02360868206913842, -0.17797311318429368, 0.4549279810749083, 0.23752712616856875], [9.191919191919192, -0.07207140327712358, -0.01563585390386483, -0.13532811803768202, 0.4390139334978399, 0.2677229268921435], [9.292929292929292, -0.03301625534918137, -0.022899245130052162, -0.08858557417443573, 0.43259294915411645, 0.24394892244599017], [9.393939393939394, -0.07961521573578362, -0.06378870926120896, -0.0582525867782106, 0.4428571980031012, 0.23243812227192773], [9.494949494949495, -0.09199309219121106, -0.05176075704746365, -0.04914405406740378, 0.45323390563538046, 0.18642187066020524], [9.595959595959595, -0.12705703069621058, -0.04744598306914395, -0.08727017526067746, 0.46753581585288256, 0.21469489150320592], [9.696969696969697, -0.1318895883215773, -0.04461590818427096, -0.07324927649130825, 0.45448337698384683, 0.22938446242299315], [9.797979797979798, -0.1424278052997006, -0.04551541445718306, -0.1118587881414903, 0.4203986670109172, 0.24912716027572876], [9.8989898989899, -0.0962829006734521, -0.019326384928084795, -0.12136455475247916, 0.43392010982044893, 0.29824056712743413], [10.0, -0.05686530837360076, 0.01877945380091364, -0.11535974955008017, 0.4494818094457668, 0.26645847809268147]]}, \"id\": \"el5996140675989987408\"});\n", | |
" });\n", | |
" });\n", | |
"}else{\n", | |
" // require.js not available: dynamically load d3 & mpld3\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
" mpld3.draw_figure(\"fig_el59961406759899874085142602953\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#EEEEEE\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.60000000000000009, 0.80000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 1.0, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#348ABD\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", 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0.45323390563538046, 0.18642187066020524], [9.595959595959595, -0.12705703069621058, -0.04744598306914395, -0.08727017526067746, 0.46753581585288256, 0.21469489150320592], [9.696969696969697, -0.1318895883215773, -0.04461590818427096, -0.07324927649130825, 0.45448337698384683, 0.22938446242299315], [9.797979797979798, -0.1424278052997006, -0.04551541445718306, -0.1118587881414903, 0.4203986670109172, 0.24912716027572876], [9.8989898989899, -0.0962829006734521, -0.019326384928084795, -0.12136455475247916, 0.43392010982044893, 0.29824056712743413], [10.0, -0.05686530837360076, 0.01877945380091364, -0.11535974955008017, 0.4494818094457668, 0.26645847809268147]]}, \"id\": \"el5996140675989987408\"});\n", | |
" })\n", | |
" });\n", | |
"}\n", | |
"</script>" | |
], | |
"text/plain": [ | |
"<IPython.core.display.HTML object>" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"fig, ax = plt.subplots()\n", | |
"for i, lab in enumerate(labels):\n", | |
" l, = ax.plot(x, y[i, :], label=lab)\n", | |
" ax.fill_between(x, y[i, :] * .5, y[i, :] * 1.5,\n", | |
" color=l.get_color(), alpha=.2)\n", | |
" \n", | |
"handles, labels = ax.get_legend_handles_labels()\n", | |
"interactive_legend = plugins.InteractiveLegendPlugin(zip(handles, ax.collections),\n", | |
" labels,\n", | |
" alpha_unsel=0.4,\n", | |
" alpha_over=1.5, \n", | |
" start_visible=False)\n", | |
"plugins.connect(fig, interactive_legend)\n", | |
"display(fig)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Example for the mpld3 documentation gallery: " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"\n", | |
"\n", | |
"<style>\n", | |
"\n", | |
" .legend-box {\n", | |
" cursor: pointer;\n", | |
" }\n", | |
" \n", | |
"</style>\n", | |
"\n", | |
"<div id=\"fig_el59961406759900380323546542772\"></div>\n", | |
"<script>\n", | |
"function mpld3_load_lib(url, callback){\n", | |
" var s = document.createElement('script');\n", | |
" s.src = url;\n", | |
" s.async = true;\n", | |
" s.onreadystatechange = s.onload = callback;\n", | |
" s.onerror = function(){console.warn(\"failed to load library \" + url);};\n", | |
" document.getElementsByTagName(\"head\")[0].appendChild(s);\n", | |
"}\n", | |
"\n", | |
"if(typeof(mpld3) !== \"undefined\" && mpld3._mpld3IsLoaded){\n", | |
" // already loaded: just create the figure\n", | |
" !function(mpld3){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
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[90.0, -0.08162567600287944, 0.3957703719155971, 0.04132909834279731, 0.0041810695383128725, 0.18412469980413168], [91.0, -0.0964247049981155, 0.3988044442977075, 0.04817431711482281, -0.026569161277912517, 0.17031036253133794], [92.0, -0.09403810532777666, 0.40986366984454153, 0.014155822202262906, 0.0163075798158541, 0.13243818879510721], [93.0, -0.056973286847078294, 0.45376525148826874, 0.031250446039028865, 0.05045607681364901, 0.15827913023453408], [94.0, -0.1008421351670835, 0.446983897653359, 0.028722021244928984, 0.05899671363317234, 0.18376322537443757], [95.0, -0.07443922413034038, 0.4509123895389273, 0.029362270300818626, 0.06899225566934875, 0.19796177727053993], [96.0, -0.09160884481100605, 0.465031047609078, 0.02267062871696128, 0.03457958082945741, 0.1830594589916135], [97.0, -0.08858072071338155, 0.4973398501115909, 0.030471173386171856, 0.03551480578184008, 0.2271950318947352], [98.0, -0.07593872818439854, 0.5186199353246838, 0.05273897617634138, 0.06203500386725974, 0.26515431474837325], [99.0, -0.03601442481865082, 0.5412499928614602, 0.016246319937812594, 0.04760728731507489, 0.30812203808494854]]}, \"id\": \"el5996140675990038032\"});\n", | |
" }(mpld3);\n", | |
"}else if(typeof define === \"function\" && define.amd){\n", | |
" // require.js is available: use it to load d3/mpld3\n", | |
" require.config({paths: {d3: \"https://mpld3.github.io/js/d3.v3.min\"}});\n", | |
" require([\"d3\"], function(d3){\n", | |
" window.d3 = d3;\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
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" });\n", | |
" });\n", | |
"}else{\n", | |
" // require.js not available: dynamically load d3 & mpld3\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n", | |
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.3git.js\", function(){\n", | |
" \n", | |
" mpld3.register_plugin(\"interactive_legend\", InteractiveLegend);\n", | |
" InteractiveLegend.prototype = Object.create(mpld3.Plugin.prototype);\n", | |
" InteractiveLegend.prototype.constructor = InteractiveLegend;\n", | |
" InteractiveLegend.prototype.requiredProps = [\"element_ids\", \"labels\"];\n", | |
" InteractiveLegend.prototype.defaultProps = {\"ax\":null,\n", | |
" \"alpha_unsel\":0.2,\n", | |
" \"alpha_over\":1.0,\n", | |
" \"start_visible\":true}\n", | |
" function InteractiveLegend(fig, props){\n", | |
" mpld3.Plugin.call(this, fig, props);\n", | |
" };\n", | |
"\n", | |
" InteractiveLegend.prototype.draw = function(){\n", | |
" var alpha_unsel = this.props.alpha_unsel;\n", | |
" var alpha_over = this.props.alpha_over;\n", | |
" var start_visible = this.props.start_visible;\n", | |
"\n", | |
" var legendItems = new Array();\n", | |
" for(var i=0; i<this.props.labels.length; i++){\n", | |
" var obj = {};\n", | |
" obj.label = this.props.labels[i];\n", | |
"\n", | |
" var element_id = this.props.element_ids[i];\n", | |
" mpld3_elements = [];\n", | |
" for(var j=0; j<element_id.length; j++){\n", | |
" var mpld3_element = mpld3.get_element(element_id[j], this.fig);\n", | |
"\n", | |
" // mpld3_element might be null in case of Line2D instances\n", | |
" // for we pass the id for both the line and the markers. Either\n", | |
" // one might not exist on the D3 side\n", | |
" if(mpld3_element){\n", | |
" mpld3_elements.push(mpld3_element);\n", | |
" }\n", | |
" }\n", | |
"\n", | |
" obj.mpld3_elements = mpld3_elements;\n", | |
" obj.visible = start_visible; // should become be setable from python side\n", | |
" legendItems.push(obj);\n", | |
" set_alphas(obj, false);\n", | |
" }\n", | |
"\n", | |
" // determine the axes with which this legend is associated\n", | |
" var ax = this.props.ax\n", | |
" if(!ax){\n", | |
" ax = this.fig.axes[0];\n", | |
" } else{\n", | |
" ax = mpld3.get_element(ax, this.fig);\n", | |
" }\n", | |
"\n", | |
" // add a legend group to the canvas of the figure\n", | |
" var legend = this.fig.canvas.append(\"svg:g\")\n", | |
" .attr(\"class\", \"legend\");\n", | |
"\n", | |
" // add the rectangles\n", | |
" legend.selectAll(\"rect\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"rect\")\n", | |
" .attr(\"height\", 10)\n", | |
" .attr(\"width\", 25)\n", | |
" .attr(\"x\", ax.width + ax.position[0] + 25)\n", | |
" .attr(\"y\",function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10;})\n", | |
" .attr(\"stroke\", get_color)\n", | |
" .attr(\"class\", \"legend-box\")\n", | |
" .style(\"fill\", function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";})\n", | |
" .on(\"click\", click).on('mouseover', over).on('mouseout', out);\n", | |
"\n", | |
" // add the labels\n", | |
" legend.selectAll(\"text\")\n", | |
" .data(legendItems)\n", | |
" .enter().append(\"text\")\n", | |
" .attr(\"x\", function (d) {\n", | |
" return ax.width + ax.position[0] + 25 + 40;})\n", | |
" .attr(\"y\", function(d,i) {\n", | |
" return ax.position[1] + i * 25 + 10 + 10 - 1;})\n", | |
" .text(function(d) { return d.label });\n", | |
"\n", | |
"\n", | |
" // specify the action on click\n", | |
" function click(d,i){\n", | |
" d.visible = !d.visible;\n", | |
" d3.select(this)\n", | |
" .style(\"fill\",function(d, i) {\n", | |
" return d.visible ? get_color(d) : \"white\";\n", | |
" })\n", | |
" set_alphas(d, false);\n", | |
"\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function over(d,i){\n", | |
" set_alphas(d, true);\n", | |
" };\n", | |
"\n", | |
" // specify the action on legend overlay \n", | |
" function out(d,i){\n", | |
" set_alphas(d, false);\n", | |
" };\n", | |
"\n", | |
" // helper function for setting alphas\n", | |
" function set_alphas(d, is_over){\n", | |
" for(var i=0; i<d.mpld3_elements.length; i++){\n", | |
" var type = d.mpld3_elements[i].constructor.name;\n", | |
"\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alpha;\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.select(d.mpld3_elements[i].path[0][0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"stroke-width\", is_over ? \n", | |
" alpha_over * d.mpld3_elements[i].props.edgewidth : d.mpld3_elements[i].props.edgewidth);\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" var current_alpha = d.mpld3_elements[i].props.alphas[0];\n", | |
" var current_alpha_unsel = current_alpha * alpha_unsel;\n", | |
" var current_alpha_over = current_alpha * alpha_over;\n", | |
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n", | |
" .style(\"stroke-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel))\n", | |
" .style(\"fill-opacity\", is_over ? current_alpha_over :\n", | |
" (d.visible ? current_alpha : current_alpha_unsel));\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" }\n", | |
" };\n", | |
"\n", | |
"\n", | |
" // helper function for determining the color of the rectangles\n", | |
" function get_color(d){\n", | |
" var type = d.mpld3_elements[0].constructor.name;\n", | |
" var color = \"black\";\n", | |
" if(type ==\"mpld3_Line\"){\n", | |
" color = d.mpld3_elements[0].props.edgecolor;\n", | |
" } else if((type==\"mpld3_PathCollection\")||\n", | |
" (type==\"mpld3_Markers\")){\n", | |
" color = d.mpld3_elements[0].props.facecolors[0];\n", | |
" } else{\n", | |
" console.log(type + \" not yet supported\");\n", | |
" }\n", | |
" return color;\n", | |
" };\n", | |
" };\n", | |
" \n", | |
" mpld3.draw_figure(\"fig_el59961406759900380323546542772\", {\"axes\": [{\"xlim\": [0.0, 100.0], \"yscale\": \"linear\", \"axesbg\": \"#EEEEEE\", \"texts\": [{\"v_baseline\": \"hanging\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"x\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 14.399999999999999, \"position\": [0.5, -0.063541666666666663], \"rotation\": -0.0, \"id\": \"el5996140675855616400\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"y\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 14.399999999999999, \"position\": [-0.080745967741935473, 0.5], \"rotation\": -90.0, \"id\": \"el5996140675855698000\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Interactive legend\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 20.0, \"position\": [0.5, 1.0144675925925926], \"rotation\": -0.0, \"id\": 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" })\n", | |
" });\n", | |
"}\n", | |
"</script>" | |
], | |
"text/plain": [ | |
"<IPython.core.display.HTML object>" | |
] | |
}, | |
"execution_count": 5, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"import pandas as pd\n", | |
"\n", | |
"fig, ax = plt.subplots()\n", | |
"ax.grid(True, alpha=0.5)\n", | |
"\n", | |
"# generate df\n", | |
"N = 100\n", | |
"df = pd.DataFrame((.1 * (np.random.random((N, 5)) - .5)).cumsum(0),\n", | |
" columns=['a', 'b', 'c', 'd', 'e'],)\n", | |
"\n", | |
"# plot line + confidence interval\n", | |
"for key, val in df.iteritems():\n", | |
" l, = ax.plot(val.index, val.values, label=key)\n", | |
" ax.fill_between(val.index,\n", | |
" val.values * .5, val.values * 1.5,\n", | |
" color=l.get_color(), alpha=.4)\n", | |
"\n", | |
"# define interactive legend\n", | |
"handles, labels = ax.get_legend_handles_labels() # return lines and labels\n", | |
"interactive_legend = plugins.InteractiveLegendPlugin(zip(handles, ax.collections),\n", | |
" labels,\n", | |
" alpha_unsel=0.5,\n", | |
" alpha_over=1.5, \n", | |
" start_visible=True)\n", | |
"plugins.connect(fig, interactive_legend)\n", | |
"\n", | |
"ax.set_xlabel('x')\n", | |
"ax.set_ylabel('y')\n", | |
"ax.set_title('Interactive legend', size=20)\n", | |
"display(fig)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "IPy2 - statmath", | |
"language": "", | |
"name": "statmath" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 2 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython2", | |
"version": "2.7.9" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
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