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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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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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0.45323390563538046, 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], 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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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" })\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",
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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\": \"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, 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\": \"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\", \"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, 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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[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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"</script>"
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"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": {
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"\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",
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"\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",
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"\n",
" var legendItems = new Array();\n",
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" var obj = {};\n",
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" 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",
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" obj.mpld3_elements = mpld3_elements;\n",
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"\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",
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" 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",
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" .text(function(d) { return d.label });\n",
"\n",
"\n",
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" function click(d,i){\n",
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" 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",
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" } else{\n",
" console.log(type + \" not yet supported\");\n",
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" return color;\n",
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0.023290350995567165, 0.32354183843610707, -0.17659787768360058, 0.04676189706037173, 0.08273068323303703], [56.0, -0.025400681904051488, 0.36798047961929964, -0.1771652937563553, 0.06909563863950824, 0.12123971435687063], [57.0, -0.07041808831855179, 0.3879438367861665, -0.2157613675475687, 0.09685743884481963, 0.1560203841522653], [58.0, -0.07740272005727347, 0.36564497132278506, -0.1784414479363132, 0.11509393761789818, 0.12684643883972954], [59.0, -0.05698195847814011, 0.3780949580376294, -0.21141105923941383, 0.120502740277829, 0.12326514354514592], [60.0, -0.018872997301270657, 0.3293482560567888, -0.23215898137994945, 0.11976618081948756, 0.1348674215689533], [61.0, 0.013226515489233794, 0.31918490511683434, -0.22529932257375992, 0.0757595069937918, 0.0897837332480041], [62.0, 0.06236947769061886, 0.35921696569966266, -0.24509003911790833, 0.12559479341808008, 0.09202506685594178], [63.0, 0.02127207598685947, 0.38126703942234536, -0.25398100636254073, 0.07862062239644865, 0.06712866325861755], [64.0, 0.026196442607299305, 0.38418491260595533, -0.2674768881548255, 0.06905784530176107, 0.032014370650107295], [65.0, 0.011522863673891855, 0.36377977368377884, -0.2933731486382015, 0.08109997742623407, -0.008661013192040636], [66.0, -0.024751185139246443, 0.39391520862194895, -0.2697417745746597, 0.11841639587934343, -0.007591262944078815], [67.0, -0.02801420284002429, 0.4383170840918612, -0.2601782745350665, 0.0697060231357935, 0.0010494972324587726], [68.0, -0.07163791815566493, 0.40061600746644427, -0.29236297690010066, 0.050764951369305616, 0.04192837188313746], [69.0, -0.0709053474457001, 0.3690549942020616, -0.24926287004199996, 0.06572523015339164, 0.006451028067732151], [70.0, -0.056447560445777735, 0.39180993575534634, -0.21035686735525091, 0.06189731347450593, 0.027214045396533434], [71.0, -0.07564063905619214, 0.3908272884255778, -0.19088293777578164, 0.09549580875809385, 0.04397536804798786], [72.0, -0.04208843115539941, 0.34525327639223197, -0.21474740692234287, 0.1179348663016754, 0.08323566005532795], [73.0, -0.01511416400456881, 0.3731372301770349, -0.1691362301567608, 0.08051579940788878, 0.1050133723803559], [74.0, -0.03699574362029471, 0.4079543381043781, -0.1685246016552749, 0.05072158575213577, 0.13467868426049728], [75.0, -0.08529902940016965, 0.3671269853163328, -0.13925261523357188, 0.07652570235633965, 0.0989706847137915], [76.0, -0.08802993628913931, 0.36375615379371096, -0.09801597462963271, 0.11379804183354078, 0.14446676362466349], [77.0, -0.08308196850017169, 0.3918101165975366, -0.08871079908613283, 0.06404886988098463, 0.15966379516701606], [78.0, -0.10824849626652251, 0.36224718384715077, -0.1204218969667891, 0.08315139217000594, 0.15161798784906338], [79.0, -0.08232086477254622, 0.3921458671340189, -0.11471328856738418, 0.03912184685717141, 0.11162537400502537], [80.0, -0.11055737371078243, 0.3521984054870296, -0.0761979573154665, 0.08305158312649621, 0.1295528937391897], [81.0, -0.07440655563971385, 0.3680378784007312, -0.03530449873313812, 0.11342779300546757, 0.0842916663330057], [82.0, -0.07096722859075164, 0.32332632164954134, -0.07369389889602775, 0.14646286524131089, 0.13387167900669733], [83.0, -0.11277713515327578, 0.36596923782137747, -0.09539577805678044, 0.16011092685276332, 0.08784753364436304], [84.0, -0.14714795330287433, 0.4010341499700907, -0.09642684484188191, 0.14076423658070775, 0.07826376633717227], [85.0, -0.12994060019402964, 0.35110214730926503, -0.0510632843897364, 0.0986230700433952, 0.07491400063360731], [86.0, -0.09203472700606505, 0.3561730773371358, -0.09233531387734022, 0.053232696014192, 0.03300720983798811], [87.0, -0.09582887428194646, 0.329425427187798, -0.07194715122704436, 0.061106846366249315, 0.07192751877007252], [88.0, -0.1207162849736272, 0.35568219885052477, -0.02514370295693958, 0.012331210462940986, 0.11213891249658252], [89.0, -0.09570688021086576, 0.3785549002403339, 0.0015262204616138982, 0.03221214677342814, 0.15843523681770444], [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",
" 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\": \"el5996140675855398160\"}], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 100.0], \"ylim\": [-0.60000000000000009, 1.0], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 0.5, \"dasharray\": \"2,2\", \"gridOn\": true}, \"fontsize\": 12.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"color\": \"#000000\", \"alpha\": 0.5, \"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\": \"el5996140675855087760\"}, {\"color\": \"#A60628\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675855156560\"}, {\"color\": \"#7A68A6\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675855208848\"}, {\"color\": \"#467821\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675855211920\"}, {\"color\": \"#D55E00\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"none\", \"zorder\": 2, \"alpha\": 1, \"xindex\": 0, \"linewidth\": 2.0, \"data\": \"data01\", \"id\": \"el5996140675855263696\"}], \"markers\": [], \"id\": \"el5996140675860429712\", \"ydomain\": [-0.60000000000000009, 1.0], \"collections\": [{\"paths\": [[[[0.0, -0.03325368930344555], [0.0, -0.011084563101148515], [1.0, -0.010466095543922534], [2.0, -0.033226865920908226], 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0.04001613068985209], [38.0, -0.00417090418686429, 0.20078566254299435, 0.06653440399084136, -0.1530049222662177, 0.012620237676317966], [39.0, -0.019170208459306906, 0.21639555469325517, 0.03462483359755599, -0.1265985348428396, 0.0020265152688291738], [40.0, 0.01835999372139456, 0.258633257443596, 0.07585041709923948, -0.1556965053991795, 0.03084599683161635], [41.0, 0.062120151802315615, 0.29901746298441884, 0.03111349939009305, -0.15642101832140598, 0.058458379451104506], [42.0, 0.033880078962089846, 0.26148332863959783, 0.054688214838016454, -0.11314917417886894, 0.025283090624665272], [43.0, 0.07720598871588014, 0.3094174525806818, 0.020260731145167916, -0.0941881733343504, 0.01574269829629934], [44.0, 0.06993161179646507, 0.3115579891743184, -0.017836640003993806, -0.06925365077552258, 0.012268652971189585], [45.0, 0.0935975960333629, 0.335207232672955, -0.05297608804785585, -0.029833277794027932, 0.027363462798956663], [46.0, 0.11088652014144387, 0.3429593138959616, -0.09838030770336255, -0.011414632820583335, 0.03846435930710205], [47.0, 0.11607758245325124, 0.3202900208578471, -0.10244063256868123, 0.003893051392503835, 0.015537344339672875], [48.0, 0.08613236760440138, 0.34518373394304824, -0.1425233672333436, -0.024966076574935193, 0.03633366846242057], [49.0, 0.09577991417216655, 0.3145995977508127, -0.19029836108069925, -0.013704986639146922, -0.009359463076684019], [50.0, 0.11356843759797662, 0.2909786595489971, -0.19720262794655408, 0.0069675020295188565, 0.03783637746799941], [51.0, 0.09952481746109532, 0.30010644558981203, -0.21171399825763965, -0.007272253794253537, 0.06553742094037605], [52.0, 0.05072176349302072, 0.3055018578185856, -0.19556897963536685, 0.028526391772936352, 0.08717313359111337], [53.0, 0.046519287016860526, 0.3157261101174303, -0.2338463965363058, 0.07525281818761684, 0.13073420019068094], [54.0, 0.002023721116722131, 0.3625891699450762, -0.21934032718685792, 0.04335685347420855, 0.11473622091092543], [55.0, 0.023290350995567165, 0.32354183843610707, -0.17659787768360058, 0.04676189706037173, 0.08273068323303703], [56.0, -0.025400681904051488, 0.36798047961929964, -0.1771652937563553, 0.06909563863950824, 0.12123971435687063], [57.0, -0.07041808831855179, 0.3879438367861665, -0.2157613675475687, 0.09685743884481963, 0.1560203841522653], [58.0, -0.07740272005727347, 0.36564497132278506, -0.1784414479363132, 0.11509393761789818, 0.12684643883972954], [59.0, -0.05698195847814011, 0.3780949580376294, -0.21141105923941383, 0.120502740277829, 0.12326514354514592], [60.0, -0.018872997301270657, 0.3293482560567888, -0.23215898137994945, 0.11976618081948756, 0.1348674215689533], [61.0, 0.013226515489233794, 0.31918490511683434, -0.22529932257375992, 0.0757595069937918, 0.0897837332480041], [62.0, 0.06236947769061886, 0.35921696569966266, -0.24509003911790833, 0.12559479341808008, 0.09202506685594178], [63.0, 0.02127207598685947, 0.38126703942234536, -0.25398100636254073, 0.07862062239644865, 0.06712866325861755], [64.0, 0.026196442607299305, 0.38418491260595533, -0.2674768881548255, 0.06905784530176107, 0.032014370650107295], [65.0, 0.011522863673891855, 0.36377977368377884, -0.2933731486382015, 0.08109997742623407, -0.008661013192040636], [66.0, -0.024751185139246443, 0.39391520862194895, -0.2697417745746597, 0.11841639587934343, -0.007591262944078815], [67.0, -0.02801420284002429, 0.4383170840918612, -0.2601782745350665, 0.0697060231357935, 0.0010494972324587726], [68.0, -0.07163791815566493, 0.40061600746644427, -0.29236297690010066, 0.050764951369305616, 0.04192837188313746], [69.0, -0.0709053474457001, 0.3690549942020616, -0.24926287004199996, 0.06572523015339164, 0.006451028067732151], [70.0, -0.056447560445777735, 0.39180993575534634, -0.21035686735525091, 0.06189731347450593, 0.027214045396533434], [71.0, -0.07564063905619214, 0.3908272884255778, -0.19088293777578164, 0.09549580875809385, 0.04397536804798786], [72.0, -0.04208843115539941, 0.34525327639223197, -0.21474740692234287, 0.1179348663016754, 0.08323566005532795], [73.0, -0.01511416400456881, 0.3731372301770349, -0.1691362301567608, 0.08051579940788878, 0.1050133723803559], [74.0, -0.03699574362029471, 0.4079543381043781, -0.1685246016552749, 0.05072158575213577, 0.13467868426049728], [75.0, -0.08529902940016965, 0.3671269853163328, -0.13925261523357188, 0.07652570235633965, 0.0989706847137915], [76.0, -0.08802993628913931, 0.36375615379371096, -0.09801597462963271, 0.11379804183354078, 0.14446676362466349], [77.0, -0.08308196850017169, 0.3918101165975366, -0.08871079908613283, 0.06404886988098463, 0.15966379516701606], [78.0, -0.10824849626652251, 0.36224718384715077, -0.1204218969667891, 0.08315139217000594, 0.15161798784906338], [79.0, -0.08232086477254622, 0.3921458671340189, -0.11471328856738418, 0.03912184685717141, 0.11162537400502537], [80.0, -0.11055737371078243, 0.3521984054870296, -0.0761979573154665, 0.08305158312649621, 0.1295528937391897], [81.0, -0.07440655563971385, 0.3680378784007312, -0.03530449873313812, 0.11342779300546757, 0.0842916663330057], [82.0, -0.07096722859075164, 0.32332632164954134, -0.07369389889602775, 0.14646286524131089, 0.13387167900669733], [83.0, -0.11277713515327578, 0.36596923782137747, -0.09539577805678044, 0.16011092685276332, 0.08784753364436304], [84.0, -0.14714795330287433, 0.4010341499700907, -0.09642684484188191, 0.14076423658070775, 0.07826376633717227], [85.0, -0.12994060019402964, 0.35110214730926503, -0.0510632843897364, 0.0986230700433952, 0.07491400063360731], [86.0, -0.09203472700606505, 0.3561730773371358, -0.09233531387734022, 0.053232696014192, 0.03300720983798811], [87.0, -0.09582887428194646, 0.329425427187798, -0.07194715122704436, 0.061106846366249315, 0.07192751877007252], [88.0, -0.1207162849736272, 0.35568219885052477, -0.02514370295693958, 0.012331210462940986, 0.11213891249658252], [89.0, -0.09570688021086576, 0.3785549002403339, 0.0015262204616138982, 0.03221214677342814, 0.15843523681770444], [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",
" });\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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