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interactive legend plugin demo
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gistfile1.json
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"name": "",
"signature": "sha256:85727c0bce75a8d3d004db29359002b5a426d858c8ee70ed110deb1936a51942"
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"cells": [
{
"cell_type": "code",
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"input": [
"import mpld3\n",
"from mpld3 import plugins, utils\n",
"import collections\n",
"\n",
"class InteractiveLegendPlugin(plugins.PluginBase):\n",
" \"\"\"A plugin for an interactive legends. \n",
" \n",
" Inspired by http://bl.ocks.org/simzou/6439398\n",
" \n",
" Parameters\n",
" ----------\n",
" plot_elements : iterable of matplotliblib elements\n",
" the elements to associate with a given legend items\n",
" labels : iterable of strings\n",
" The labels for each legend element\n",
" css : str, optional\n",
" css to be included, for styling if desired\n",
" ax : matplotlib axes instance, optional\n",
" the ax to which the legend belongs. Default is the first\n",
" axes\n",
" alpha_sel : float, optional\n",
" the alpha value to apply to the plot_element(s) associated \n",
" with the legend item when the legend item is selected. \n",
" Default is 1.0\n",
" alpha_unsel : float, optional\n",
" the alpha value to apply to the plot_element(s) associated \n",
" with the legend item when the legend item is unselected. \n",
" Default is 0.2\n",
" \n",
" Examples\n",
" --------\n",
" \n",
" \"\"\"\n",
" \n",
" JAVASCRIPT = \"\"\"\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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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",
"\n",
" css_ = \"\"\"\n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \"\"\"\n",
" \n",
" def __init__(self, plot_elements, labels, ax=None,\n",
" alpha_sel=1,alpha_unsel=0.2):\n",
" \n",
" self.ax = ax\n",
" \n",
" if ax:\n",
" ax = utils.get_id(ax)\n",
" \n",
" mpld3_element_ids = self._determine_mpld3ids(plot_elements)\n",
" self.mpld3_element_ids = mpld3_element_ids\n",
" \n",
" self.dict_ = {\"type\": \"interactive_legend\",\n",
" \"element_ids\": mpld3_element_ids,\n",
" \"labels\":labels,\n",
" \"ax\":ax,\n",
" \"alpha_sel\":alpha_sel,\n",
" \"alpha_unsel\":alpha_unsel}\n",
" \n",
" def _determine_mpld3ids(self, plot_elements):\n",
" \"\"\"\n",
" Helper function to get the mpld3_id for each\n",
" of the specified elements.\n",
" \n",
" This is a convenience function. You can\n",
" now do:\n",
" \n",
" lines = ax.plot(x,y)\n",
" plugins.connect(fig, HighlightLines(lines, labels))\n",
" \n",
" rather than first having to wrap each entry in\n",
" lines in a seperate list.\n",
" \n",
" \"\"\"\n",
"\n",
"\n",
" mpld3_element_ids = []\n",
" \n",
" for entry in plot_elements:\n",
" if isinstance(entry, collections.Iterable):\n",
" mpld3_element_ids.append([utils.get_id(element) for element in entry])\n",
" else: \n",
" mpld3_element_ids.append([utils.get_id(entry)])\n",
"\n",
" return mpld3_element_ids\n",
"\n"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## simple legend example\n",
"\n",
"This is the simplest use case for the plugin.\n"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N_paths = 5\n",
"N_steps = 100\n",
"\n",
"x = np.linspace(0, 10, 100)\n",
"y = 0.1 * (np.random.random((N_paths, N_steps)) - 0.5)\n",
"y = y.cumsum(1)\n",
"\n",
"fig, ax = plt.subplots()\n",
"labels = [\"a\", \"b\", \"c\", \"d\", \"e\"]\n",
"line_collections = ax.plot(x, y.T, lw=4, alpha=0.1)\n",
"plugins.connect(fig, InteractiveLegendPlugin(line_collections, labels, alpha_unsel=0.1))\n",
"\n",
"mpld3.display()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \n",
"</style>\n",
"\n",
"<div id=\"fig_el964145359820329407746187\"></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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145359820329407746187\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.60000000000000009, 0.39999999999999991], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 7, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414535982096\"}, {\"color\": \"#007F00\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536148304\"}, {\"color\": \"#FF0000\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536148880\"}, {\"color\": \"#00BFBF\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536149328\"}, {\"color\": \"#BF00BF\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536149776\"}], \"markers\": [], \"id\": \"el96414535010704\", \"ydomain\": [-0.60000000000000009, 0.39999999999999991], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414535982096\"], [\"el96414536148304\"], [\"el96414536148880\"], [\"el96414536149328\"], [\"el96414536149776\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\", \"b\", \"c\", \"d\", \"e\"], \"alpha_unsel\": 0.1, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, -0.02919656565850928, 0.03911051926247067, 0.00835909509065128, 0.011469033732397639, 0.029087837891629633], [0.10101010101010101, -0.038775556536177584, 0.0651778354259987, -0.022451977409526147, 0.002561632107320135, 0.039559828985605006], [0.20202020202020202, -0.07277297221376493, 0.08315149092835508, -0.0004037173787879364, 0.039587901112342554, 0.036085318060356156], [0.30303030303030304, -0.025995870031037108, 0.03729541769481512, 0.02827436155511527, -0.001813760108685579, 0.005042421652601516], [0.40404040404040403, 0.02244606827175981, 0.03998649234089237, 0.061399371017144135, -0.031602537478822156, 0.032937964403187636], [0.5050505050505051, 0.07070392767578772, 0.013740458051274641, 0.024752207658432543, -0.035755281869505405, 0.0292692517154724], [0.6060606060606061, 0.06476032838860192, 0.05924955751880232, 0.008273773222573652, -0.07732153944054439, -0.019700392357728296], [0.7070707070707071, 0.06951513720731109, 0.012910352092599553, -0.04119193223271102, -0.06389287542280905, 0.013993494086760302], [0.8080808080808081, 0.03142762315239095, 0.01850066824454173, -0.009896761343191895, -0.05336779407043253, -0.004188147898291455], [0.9090909090909091, 0.013256701012417958, 0.058361323814868984, -0.00477733010175565, -0.06344452465169483, 0.041636072281358086], [1.0101010101010102, -0.025298733208502747, 0.07795354043919711, -0.016815695629980244, -0.061238315867821004, 0.08235785875749348], [1.1111111111111112, 0.01973409682293438, 0.11181160061151464, -0.007561497720594557, -0.016794472654474576, 0.10882822201570283], [1.2121212121212122, -0.011540225443875327, 0.11546175825500117, -0.05262668457239648, -0.006329926797746896, 0.1185407622430597], [1.3131313131313131, -0.03471273757700345, 0.11018125192725868, -0.09737304045621478, -0.037011484221353044, 0.13175537436417387], [1.4141414141414141, -0.018743131430966144, 0.07713468685017633, -0.08861288908678436, -0.009256857977774827, 0.12704672560528277], [1.5151515151515151, -0.010144711953850407, 0.09036587341424898, -0.12565932531920257, 0.013866953842483997, 0.11790570727907541], [1.6161616161616161, -0.03693963751964583, 0.06049381395509215, -0.11634128941462497, 0.009017073925264728, 0.14721028607527775], [1.7171717171717171, -0.04268265624745282, 0.09740891970764375, -0.09488996702439978, -0.024071080708922735, 0.1756366077059724], [1.8181818181818181, -0.019991321512933556, 0.10441666479914963, -0.06375768550146858, -0.009592922579477983, 0.14885538254639485], [1.9191919191919191, -0.030879559498083277, 0.11484767772296064, -0.07055543718897432, -0.02150464147189838, 0.11623568353851896], [2.0202020202020203, -0.006247944258162209, 0.12597107764045842, -0.06386577990461301, 0.00550579793156274, 0.1132755586693512], [2.121212121212121, -0.04641874597384463, 0.0762700750455479, -0.11016425297954048, 0.054871751292690424, 0.0998359254807433], [2.2222222222222223, -0.029978047000183444, 0.06051017347463712, -0.14364208402695186, 0.074985423515452, 0.056435581957575746], [2.323232323232323, -0.009184687131261832, 0.0117091078944511, -0.13334948976391223, 0.04889148777938433, 0.04405363454576061], [2.4242424242424243, -0.023842311756506335, 0.028920600355740636, -0.11431780199142243, 0.017081621038084124, 0.004481645333335227], [2.525252525252525, -0.029667726232724685, -0.013399302360641095, -0.1393291809480322, 0.0351658794479748, 0.016802854902278418], [2.6262626262626263, -0.07116189023103124, 0.023778706031428357, -0.1307256990957252, 0.03828061769350794, -0.004332616044781003], [2.727272727272727, -0.034306488028796676, -0.00893978089273284, -0.15568693711619838, 0.05319727636799871, -0.04149176334334681], [2.8282828282828283, 0.0030858178085008264, 0.02441772920665638, -0.10714598315809404, 0.05796725299234093, -0.06119461400494833], [2.929292929292929, 0.012473495075885214, -0.020882940269173707, -0.11887439010073847, 0.04631743293965706, -0.013896209432282848], [3.0303030303030303, 0.02093299773777564, -0.049535899219983415, -0.09902077491772182, 0.04241816252497095, -0.009621456279095376], [3.131313131313131, 0.02606659411912944, -0.0051905366079272736, -0.10743493000961282, 0.03642241876882708, 0.029462197146333437], [3.2323232323232323, 0.010392321229365266, -0.039904972840206054, -0.060378683411864614, 0.043462704372728214, 0.021349689653220094], [3.3333333333333335, -0.01258562041189364, -0.01301664227466389, -0.056099906144916896, 0.08042152431649563, 0.05869347761680129], [3.4343434343434343, 0.03114120101036628, -0.048572950707986215, -0.09773716706306096, 0.12274192393900399, 0.06753913385353447], [3.5353535353535355, 0.07698421007961331, -0.0487972323253908, -0.1465535318558468, 0.12669267044937624, 0.05241498399907275], [3.6363636363636362, 0.050736776459522306, -0.06056905033313809, -0.12542475100483236, 0.0822876398286402, 0.03675129105017241], [3.7373737373737375, 0.035158426905400254, -0.08413983388947349, -0.1251142505273902, 0.08101313115451753, 0.02558734130183833], [3.8383838383838382, 0.04380174701016798, -0.12757999677615964, -0.08237005561614326, 0.05975890679993619, -0.004653381996597126], [3.9393939393939394, 0.07739033988528718, -0.11880652681265427, -0.07442813635190462, 0.013123746515780112, -0.03608972000839972], [4.040404040404041, 0.08452210009114945, -0.11506688239844737, -0.04717666598608308, -0.00916502150112707, -0.07636457398372078], [4.141414141414141, 0.12445367574889996, -0.08822067766728489, -0.09597603980593225, -0.058297842805260874, -0.05116179160233768], [4.242424242424242, 0.15955559391700183, -0.08747090095999516, -0.1448134994949512, -0.10812415355692961, -0.012120762112512347], [4.343434343434343, 0.14637168943571818, -0.10952985334762497, -0.1885587827372801, -0.08036147597264204, -0.03131217465125941], [4.444444444444445, 0.16755857554575537, -0.1343316709937456, -0.2337194077618598, -0.11355971224588507, 0.009634396324434143], [4.545454545454545, 0.13252795972283443, -0.16542307650177224, -0.22577664169176861, -0.1387211616110116, 0.05883217073400869], [4.646464646464646, 0.12464615777046958, -0.19137041755169468, -0.18122024364645567, -0.09875296782719808, 0.060780482497816785], [4.747474747474747, 0.07566957332145033, -0.17942973523116326, -0.1657738580809174, -0.09549951855095985, 0.08339455765997313], [4.848484848484849, 0.027463338814274152, -0.20125569109299346, -0.18696574371860417, -0.10554826487870561, 0.1304466478352253], [4.94949494949495, 0.04802294702571806, -0.24873626146858266, -0.15666056020173214, -0.06437065358305553, 0.10503178025389026], [5.05050505050505, 0.06369092279872554, -0.26971756483386783, -0.11114367012073903, -0.05852780026670291, 0.08608157759902604], [5.151515151515151, 0.03552270446261546, -0.2201122029789905, -0.1266474475342908, -0.03558445361333567, 0.09443944082005551], [5.252525252525253, 0.07808598604774747, -0.22011212902718677, -0.0935331951289095, -0.06427479792499445, 0.0810203132393598], [5.353535353535354, 0.04011169580699105, -0.17944999022796226, -0.06176390450408345, -0.10984037797985827, 0.06817099876989502], [5.454545454545454, 0.07083868526722366, -0.1948644913578184, -0.08576515272622494, -0.15454037763743383, 0.05744073460619067], [5.555555555555555, 0.10273774417959686, -0.16604411269293518, -0.06227643242300649, -0.11220192453549677, 0.07768889766552707], [5.656565656565657, 0.05615667848328537, -0.1379463070357274, -0.09006520587669065, -0.09690623911385629, 0.035028802046097665], [5.757575757575758, 0.05200537423557037, -0.1615593794203173, -0.08333260592101974, -0.13786289506892627, 0.050444158910044085], [5.858585858585858, 0.014525722377264051, -0.14694004229811425, -0.12095922858619654, -0.14613933108713278, 0.06743343447404773], [5.959595959595959, 0.0007667416446643042, -0.09727288523434878, -0.13816039479142794, -0.16028044258278049, 0.02449985498061063], [6.0606060606060606, -0.022388510516024418, -0.04993505563571972, -0.1332094693835155, -0.20194172730462012, 0.04039684263032578], [6.161616161616162, 0.011243787138022099, -0.01088576333124991, -0.15521748382472547, -0.22587584713247355, 0.05502673593348726], [6.262626262626262, -0.025708464385701957, 0.027464351058917272, -0.1530850667791455, -0.26506591174407906, 0.06900964326061247], [6.363636363636363, -0.04301114420678423, 0.0056196948845186785, -0.1781928634936073, -0.2799665291363309, 0.046481319198853344], [6.4646464646464645, -0.07987716290338379, -0.03144260603355538, -0.15360640906726714, -0.313363147885466, 0.05931366206658138], [6.565656565656566, -0.12367414593811282, 0.017531878486209573, -0.16262236253849222, -0.286927873574305, 0.07233314430310242], [6.666666666666667, -0.1346361670146069, -0.0122592649359901, -0.20439781454139538, -0.29886694129080504, 0.057927317880143464], [6.767676767676767, -0.15284197450901083, -0.04132919358881457, -0.21173216749526588, -0.3236465345697463, 0.05863829869307608], [6.8686868686868685, -0.14240906446507212, -0.036606998645614605, -0.19719425280043504, -0.3171409145028883, 0.021875799285490154], [6.96969696969697, -0.15462420611993352, 0.0011293379950571489, -0.16195039732144922, -0.28266093041776913, 0.06515832463998693], [7.070707070707071, -0.1250922495676411, -0.010988511163410705, -0.19633706126585998, -0.24850771562471413, 0.08645249913799335], [7.171717171717171, -0.15136445949545468, -0.03531701387661433, -0.14920682166138488, -0.23990958238964882, 0.06782842045464103], [7.2727272727272725, -0.14205957030092436, -0.007655659283928903, -0.18237885410412422, -0.20971341911884978, 0.10892320081021346], [7.373737373737374, -0.1721416744460578, -0.05111453999018739, -0.20426883072765523, -0.18358327779636907, 0.06792152665585563], [7.474747474747475, -0.2218097758837922, -0.044096245785413636, -0.2219575690296747, -0.19141175988183412, 0.09954804035632323], [7.575757575757575, -0.23265914288125764, -0.02632948194696292, -0.20988485727531828, -0.1592423129435402, 0.05136044128476062], [7.6767676767676765, -0.2565316189243512, -0.010274485734792838, -0.18395851577034772, -0.20168704523076164, 0.06606988270486432], [7.777777777777778, -0.27783076023955605, 0.034563911243118, -0.13997269825387224, -0.2298317349644965, 0.09991492952101569], [7.878787878787879, -0.3134668205225617, 0.03521231906871202, -0.18448186638239794, -0.2668053558003047, 0.14251333494761767], [7.979797979797979, -0.2882661599137525, 0.06689087444583554, -0.22134933991817973, -0.22514929634048433, 0.15376783098098312], [8.080808080808081, -0.3376849785553051, 0.016916558261959883, -0.21354234236889702, -0.20558209971050279, 0.16981134252953167], [8.181818181818182, -0.3403786178697229, 0.05166675961242746, -0.18599732578878247, -0.2054320942584555, 0.2102732760281601], [8.282828282828282, -0.3230259118826175, 0.07769342317826529, -0.20648564133170988, -0.23523918426020357, 0.1616963442606368], [8.383838383838384, -0.36998755156196483, 0.05561867927401999, -0.16723479326882848, -0.23745237297507002, 0.20316062847217617], [8.484848484848484, -0.32748751918841135, 0.043882435179215064, -0.1268568985290304, -0.2582544461312214, 0.22507252690686477], [8.585858585858587, -0.3042364883535701, 0.030470008699539298, -0.10311419941030328, -0.23600126254568818, 0.26936014821842], [8.686868686868687, -0.3389099409447155, -0.0035430130685213702, -0.11168896183383908, -0.21515157012283648, 0.3136796442238656], [8.787878787878787, -0.3112800072420126, -0.016065899932052763, -0.15447550012376543, -0.1936823090371777, 0.33761369300920147], [8.88888888888889, -0.3593318813084772, -0.010455357888424655, -0.1610080881851378, -0.22478949826667655, 0.3565446173990269], [8.98989898989899, -0.3316441695866029, -0.011852688873317552, -0.16646374181081663, -0.21874686468543827, 0.3154829300549404], [9.09090909090909, -0.38013989290325934, -0.022163953491486844, -0.20163161384390735, -0.21974929127065557, 0.34281407497493505], [9.191919191919192, -0.4015355143061877, -0.0265666295351656, -0.21108965634205243, -0.23749604838822774, 0.2995184817401015], [9.292929292929292, -0.4486733294481581, -0.0047440619310060855, -0.19542071189667254, -0.20866106212239996, 0.2570393945538933], [9.393939393939394, -0.4742151784323627, -0.03537426078213382, -0.15392601966388186, -0.15880507890965934, 0.3059064881909542], [9.494949494949495, -0.5205593971617201, 0.0067618294175435245, -0.11729783617495673, -0.14514708812901303, 0.33593212616902746], [9.595959595959595, -0.5603541466701091, -0.04061738965619946, -0.12428097993127846, -0.18242844704679237, 0.2956653828814588], [9.696969696969697, -0.5392926418590478, -0.003154644488300988, -0.13607681782422287, -0.229207514148062, 0.2694387610263742], [9.797979797979798, -0.5380990048454889, -0.009397495221342294, -0.13343480468442767, -0.2706911728215935, 0.25519987689797813], [9.8989898989899, -0.5469952006015223, -0.040713047787403756, -0.09397602073026448, -0.25253671194397026, 0.2942483867521061], [10.0, -0.5550383091516546, -0.01532093672864926, -0.11328243663999116, -0.20258912509450824, 0.2752129537768566]]}, \"id\": \"el96414535982032\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145359820329407746187\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.60000000000000009, 0.39999999999999991], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 7, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414535982096\"}, {\"color\": \"#007F00\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 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\"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414535982096\"], [\"el96414536148304\"], [\"el96414536148880\"], [\"el96414536149328\"], [\"el96414536149776\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\", \"b\", \"c\", \"d\", \"e\"], \"alpha_unsel\": 0.1, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, -0.02919656565850928, 0.03911051926247067, 0.00835909509065128, 0.011469033732397639, 0.029087837891629633], [0.10101010101010101, -0.038775556536177584, 0.0651778354259987, -0.022451977409526147, 0.002561632107320135, 0.039559828985605006], [0.20202020202020202, -0.07277297221376493, 0.08315149092835508, -0.0004037173787879364, 0.039587901112342554, 0.036085318060356156], [0.30303030303030304, -0.025995870031037108, 0.03729541769481512, 0.02827436155511527, -0.001813760108685579, 0.005042421652601516], [0.40404040404040403, 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-0.18242844704679237, 0.2956653828814588], [9.696969696969697, -0.5392926418590478, -0.003154644488300988, -0.13607681782422287, -0.229207514148062, 0.2694387610263742], [9.797979797979798, -0.5380990048454889, -0.009397495221342294, -0.13343480468442767, -0.2706911728215935, 0.25519987689797813], [9.8989898989899, -0.5469952006015223, -0.040713047787403756, -0.09397602073026448, -0.25253671194397026, 0.2942483867521061], [10.0, -0.5550383091516546, -0.01532093672864926, -0.11328243663999116, -0.20258912509450824, 0.2752129537768566]]}, \"id\": \"el96414535982032\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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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-0.18242844704679237, 0.2956653828814588], [9.696969696969697, -0.5392926418590478, -0.003154644488300988, -0.13607681782422287, -0.229207514148062, 0.2694387610263742], [9.797979797979798, -0.5380990048454889, -0.009397495221342294, -0.13343480468442767, -0.2706911728215935, 0.25519987689797813], [9.8989898989899, -0.5469952006015223, -0.040713047787403756, -0.09397602073026448, -0.25253671194397026, 0.2942483867521061], [10.0, -0.5550383091516546, -0.01532093672864926, -0.11328243663999116, -0.20258912509450824, 0.2752129537768566]]}, \"id\": \"el96414535982032\"});\n",
" })\n",
" });\n",
"}\n",
"</script>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 2,
"text": [
"<IPython.core.display.HTML at 0x10e5ddb50>"
]
}
],
"prompt_number": 2
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## We can link multiple elements to a single legend item"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N_paths = 5\n",
"N_steps = 100\n",
"\n",
"x1 = np.linspace(0, 10, 100)\n",
"y = 0.1 * (np.random.random((N_paths, N_steps)) - 0.5)\n",
"y1 = y.cumsum(1)\n",
"\n",
"x2 = np.linspace(0, 10, 100)\n",
"y = 0.1 * (np.random.random((N_paths, N_steps)) - 0.5)\n",
"y2 = y.cumsum(1)\n",
"\n",
"fig, ax = plt.subplots()\n",
"labels = [\"a\", \"b\",]\n",
"l1 = ax.plot(x1, y1.T, lw=4, alpha=0.1, c='b', label='a')\n",
"l2 = ax.plot(x2, y2.T, lw=4, alpha=0.2, c='r', label='b')\n",
"\n",
"line_collections = [l1,l2]\n",
"plugins.connect(fig, InteractiveLegendPlugin(line_collections, labels))\n",
"\n",
"mpld3.display()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \n",
"</style>\n",
"\n",
"<div id=\"fig_el964145360308002109806516\"></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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145360308002109806516\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.30000000000000004, 0.5], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536032336\"}, {\"color\": \"#0000FF\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536437904\"}, {\"color\": \"#0000FF\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536438480\"}, {\"color\": \"#0000FF\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536451280\"}, {\"color\": \"#0000FF\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536451728\"}, {\"color\": \"#FF0000\", \"yindex\": 6, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536032400\"}, {\"color\": \"#FF0000\", \"yindex\": 7, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536470736\"}, {\"color\": \"#FF0000\", \"yindex\": 8, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536341648\"}, {\"color\": \"#FF0000\", \"yindex\": 9, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536479888\"}, {\"color\": \"#FF0000\", \"yindex\": 10, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536480336\"}], \"markers\": [], \"id\": \"el96414535981392\", \"ydomain\": [-0.30000000000000004, 0.5], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414536032336\", \"el96414536437904\", \"el96414536438480\", \"el96414536451280\", \"el96414536451728\"], [\"el96414536032400\", \"el96414536470736\", \"el96414536341648\", \"el96414536479888\", \"el96414536480336\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\", \"b\"], \"alpha_unsel\": 0.2, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, 0.02216970757716106, 0.03499738478383564, -0.010443200785151097, 0.040035276809343684, 0.006173209136182545, 0.015424475153860496, 0.024401412784764598, 0.036070529470498935, -0.011041000084060872, 0.03695919516784264], [0.10101010101010101, 0.011594922821955811, -0.007556688626329501, -0.04356005352147333, 0.05026118394333054, -0.03004573653558206, -0.0020182025982725133, -0.0019856586266650995, 0.04221232064558077, 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0.11850190616623504, 0.23990519682112163, 0.055355499214088055, 0.23110039298800522], [8.282828282828282, 0.21939322164177658, -0.1364791178285932, 0.2571505801161198, -0.06712128016191787, 0.386785208411832, -0.07325490154727454, 0.11632170703889673, 0.2765281790544463, 0.04483347923462837, 0.20626876457811233], [8.383838383838384, 0.17609167904346565, -0.18441898698540896, 0.25483956425816356, -0.0613754675242559, 0.3632841107324546, -0.07829258705075806, 0.08920866422520049, 0.26331260077729113, 0.037092739764773924, 0.24073877888209294], [8.484848484848484, 0.17687485499617353, -0.14929514777502428, 0.26987002614874334, -0.04804786971775856, 0.3996471880226857, -0.1281167738945713, 0.12473405168834989, 0.22555182361740078, 0.04504858170490102, 0.20083825923649873], [8.585858585858587, 0.1918131779519939, -0.15262826136116486, 0.2959570188809162, -0.014964120186492354, 0.44726059702231014, -0.10514471969549802, 0.11362236851089591, 0.2256051148907176, 0.025120361849916485, 0.24606281826186224], [8.686868686868687, 0.23138408356799414, -0.14886727778713188, 0.24704272274931638, -0.009014293851819184, 0.4615940773959237, -0.10849249564076045, 0.08084086619506507, 0.19716596562464273, 0.03453212690968719, 0.21765164252029726], [8.787878787878787, 0.27993768358081556, -0.10622484608157595, 0.24470505848859797, 0.018403581582641763, 0.46714013841565627, -0.11780464400769171, 0.05370793254406778, 0.16126667748781714, 0.048773376385241554, 0.20443336162755443], [8.88888888888889, 0.28143529556399155, -0.08146278209928079, 0.24515130178628283, -0.011391204731125124, 0.4572066469182732, -0.0973674401938098, 0.040710844441240054, 0.17963526557486634, 0.03324034364069457, 0.17730935312839555], [8.98989898989899, 0.30676720059104967, -0.06968452571291893, 0.2642475107136181, -0.028001143076286605, 0.47620307552695446, -0.09397347791916232, 0.04377092096479211, 0.18231035288694664, -0.012128446257893666, 0.12866063481769185], [9.09090909090909, 0.29980372740750505, 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0.4088873643923603, -0.1991968561691459, -0.00477278741083793, 0.18795575823513092, -0.011250798788087716, 0.2620030874468517], [9.595959595959595, 0.3028207258242496, -0.09368037274094214, 0.3923042143437031, 0.014709954490721808, 0.41482976825235957, -0.24853595704905163, 0.00823833505495204, 0.1581611767599212, -0.04550616729257352, 0.30389907865366683], [9.696969696969697, 0.26856376255076003, -0.0868784040652079, 0.42638350431850436, 0.044586012000994144, 0.36744536764429636, -0.2356851612485427, 0.012584824691222796, 0.15204428117642305, -0.02562602425654792, 0.27286766411716223], [9.797979797979798, 0.28977409174567664, -0.12826502034756526, 0.41880080744239256, 0.08749997703294772, 0.36024662298385346, -0.20510705406468072, -0.012822374876735598, 0.1996307784500581, -0.05645452049610772, 0.2758783730582792], [9.8989898989899, 0.26705986274165494, -0.11012257861247172, 0.414849330476535, 0.10152804514939295, 0.3105950289592493, -0.23043411022151172, -0.05062533756759832, 0.2396127914779423, -0.09014451011059535, 0.2815175822239752], [10.0, 0.3017436999542412, -0.12632665144903357, 0.4189498330928184, 0.06828688872754432, 0.2786257697173747, -0.21519028164692172, -0.04284785618644474, 0.23548351011635466, -0.10130783262377215, 0.2575219715416349]]}, \"id\": \"el96414536030800\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145360308002109806516\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.30000000000000004, 0.5], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536032336\"}, {\"color\": \"#0000FF\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536437904\"}, {\"color\": \"#0000FF\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536438480\"}, {\"color\": \"#0000FF\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536451280\"}, {\"color\": \"#0000FF\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536451728\"}, {\"color\": \"#FF0000\", \"yindex\": 6, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536032400\"}, {\"color\": \"#FF0000\", \"yindex\": 7, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536470736\"}, {\"color\": \"#FF0000\", \"yindex\": 8, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536341648\"}, {\"color\": \"#FF0000\", \"yindex\": 9, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536479888\"}, {\"color\": \"#FF0000\", \"yindex\": 10, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536480336\"}], \"markers\": [], \"id\": \"el96414535981392\", \"ydomain\": [-0.30000000000000004, 0.5], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414536032336\", \"el96414536437904\", \"el96414536438480\", \"el96414536451280\", \"el96414536451728\"], [\"el96414536032400\", \"el96414536470736\", \"el96414536341648\", \"el96414536479888\", \"el96414536480336\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\", \"b\"], \"alpha_unsel\": 0.2, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, 0.02216970757716106, 0.03499738478383564, -0.010443200785151097, 0.040035276809343684, 0.006173209136182545, 0.015424475153860496, 0.024401412784764598, 0.036070529470498935, -0.011041000084060872, 0.03695919516784264], [0.10101010101010101, 0.011594922821955811, -0.007556688626329501, -0.04356005352147333, 0.05026118394333054, -0.03004573653558206, -0.0020182025982725133, -0.0019856586266650995, 0.04221232064558077, 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-0.11394523231204555, 0.22517806704649324, 0.003940331923608771, 0.3168431603333197, -0.03673027104556685, -0.0239481375309688, 0.21258261264673625, -0.0973015632834961, 0.1557612561501995], [7.474747474747475, 0.20575904594512273, -0.09525436534899831, 0.2476647174692493, -0.038362093567192744, 0.28028106052535956, -0.07027106344747973, 0.021401788646063017, 0.2142449005047558, -0.07376516993509648, 0.11856366296753709], [7.575757575757575, 0.18698552791713405, -0.12683943215392823, 0.22869487708098157, -0.04513725096610545, 0.3072926857432805, -0.04943725655983093, 0.06148296069522978, 0.21531452433723897, -0.04941953277455512, 0.15704730283534216], [7.6767676767676765, 0.19162172753343987, -0.12158204493905898, 0.20636534073474241, -0.026488668147137642, 0.3141409430186994, -0.041956136176907695, 0.09049617180509983, 0.1871010682822088, -0.009822086208851437, 0.12581755180272705], [7.777777777777778, 0.17217620949375906, -0.12108059474454448, 0.18536812615506623, -0.06442885895480328, 0.2949415071999267, -0.06344456332344556, 0.09393594384267581, 0.22166955712325823, 0.03911012061574376, 0.17278271748686616], [7.878787878787879, 0.2061883937261538, -0.15249567400919575, 0.17625994179709853, -0.11374528034657896, 0.30972738100435115, -0.10657796345743167, 0.05510531728491769, 0.24650597479977468, 0.07535396199129851, 0.20068618080826015], [7.979797979797979, 0.2372899207699316, -0.13355508680004807, 0.21071272171381364, -0.0703411462356627, 0.3349677634069368, -0.057666531922393995, 0.03015212443633587, 0.21583566421829428, 0.07700361906163143, 0.2394783706481875], [8.080808080808081, 0.19578937608446345, -0.16499997326055083, 0.2395451415847887, -0.09025244411360392, 0.36490925478898445, -0.08027427137122496, 0.0790575115704546, 0.20976662325494336, 0.06236298897148015, 0.2124726785217122], [8.181818181818182, 0.22796743002883796, -0.12090911773209055, 0.24050907443215933, -0.10962361370604173, 0.36009692515022873, -0.09186568123480153, 0.11850190616623504, 0.23990519682112163, 0.055355499214088055, 0.23110039298800522], [8.282828282828282, 0.21939322164177658, -0.1364791178285932, 0.2571505801161198, -0.06712128016191787, 0.386785208411832, -0.07325490154727454, 0.11632170703889673, 0.2765281790544463, 0.04483347923462837, 0.20626876457811233], [8.383838383838384, 0.17609167904346565, -0.18441898698540896, 0.25483956425816356, -0.0613754675242559, 0.3632841107324546, -0.07829258705075806, 0.08920866422520049, 0.26331260077729113, 0.037092739764773924, 0.24073877888209294], [8.484848484848484, 0.17687485499617353, -0.14929514777502428, 0.26987002614874334, -0.04804786971775856, 0.3996471880226857, -0.1281167738945713, 0.12473405168834989, 0.22555182361740078, 0.04504858170490102, 0.20083825923649873], [8.585858585858587, 0.1918131779519939, -0.15262826136116486, 0.2959570188809162, -0.014964120186492354, 0.44726059702231014, -0.10514471969549802, 0.11362236851089591, 0.2256051148907176, 0.025120361849916485, 0.24606281826186224], [8.686868686868687, 0.23138408356799414, -0.14886727778713188, 0.24704272274931638, -0.009014293851819184, 0.4615940773959237, -0.10849249564076045, 0.08084086619506507, 0.19716596562464273, 0.03453212690968719, 0.21765164252029726], [8.787878787878787, 0.27993768358081556, -0.10622484608157595, 0.24470505848859797, 0.018403581582641763, 0.46714013841565627, -0.11780464400769171, 0.05370793254406778, 0.16126667748781714, 0.048773376385241554, 0.20443336162755443], [8.88888888888889, 0.28143529556399155, -0.08146278209928079, 0.24515130178628283, -0.011391204731125124, 0.4572066469182732, -0.0973674401938098, 0.040710844441240054, 0.17963526557486634, 0.03324034364069457, 0.17730935312839555], [8.98989898989899, 0.30676720059104967, -0.06968452571291893, 0.2642475107136181, -0.028001143076286605, 0.47620307552695446, -0.09397347791916232, 0.04377092096479211, 0.18231035288694664, -0.012128446257893666, 0.12866063481769185], [9.09090909090909, 0.29980372740750505, -0.08679504467495898, 0.29367029389741417, 0.0100786019747806, 0.44942922613132447, -0.11991023840354534, -0.002025526798075966, 0.16805653273746268, 0.022490817928666883, 0.14797624673312865], [9.191919191919192, 0.2801400946736216, -0.09701082776222822, 0.3243048522844333, 0.03228278209613593, 0.40996482138695794, -0.12762801748930283, 0.022389294047657556, 0.1833119611361229, 0.03171930220653781, 0.16789485653623587], [9.292929292929292, 0.29221659621306617, -0.12885263395693666, 0.31840428862585984, 0.012722512090789381, 0.3739284579046828, -0.1616894565272764, 0.03224508468279563, 0.17885387174419756, 0.036268984088256837, 0.2113240086009348], [9.393939393939394, 0.33106199438536643, -0.146816141841821, 0.32426212668970966, 0.006449812454839973, 0.38245896901081833, -0.1970272865863512, 0.015747671106408612, 0.20427217483586485, -0.006312780451794023, 0.2418633310796268], [9.494949494949495, 0.31437923638506243, -0.1111900718131597, 0.35493945919624165, -0.03387126944679261, 0.4088873643923603, -0.1991968561691459, -0.00477278741083793, 0.18795575823513092, -0.011250798788087716, 0.2620030874468517], [9.595959595959595, 0.3028207258242496, -0.09368037274094214, 0.3923042143437031, 0.014709954490721808, 0.41482976825235957, -0.24853595704905163, 0.00823833505495204, 0.1581611767599212, -0.04550616729257352, 0.30389907865366683], [9.696969696969697, 0.26856376255076003, -0.0868784040652079, 0.42638350431850436, 0.044586012000994144, 0.36744536764429636, -0.2356851612485427, 0.012584824691222796, 0.15204428117642305, -0.02562602425654792, 0.27286766411716223], [9.797979797979798, 0.28977409174567664, -0.12826502034756526, 0.41880080744239256, 0.08749997703294772, 0.36024662298385346, -0.20510705406468072, -0.012822374876735598, 0.1996307784500581, -0.05645452049610772, 0.2758783730582792], [9.8989898989899, 0.26705986274165494, -0.11012257861247172, 0.414849330476535, 0.10152804514939295, 0.3105950289592493, -0.23043411022151172, -0.05062533756759832, 0.2396127914779423, -0.09014451011059535, 0.2815175822239752], [10.0, 0.3017436999542412, -0.12632665144903357, 0.4189498330928184, 0.06828688872754432, 0.2786257697173747, -0.21519028164692172, -0.04284785618644474, 0.23548351011635466, -0.10130783262377215, 0.2575219715416349]]}, \"id\": \"el96414536030800\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145360308002109806516\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.30000000000000004, 0.5], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536032336\"}, {\"color\": \"#0000FF\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536437904\"}, {\"color\": \"#0000FF\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536438480\"}, {\"color\": \"#0000FF\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536451280\"}, {\"color\": \"#0000FF\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536451728\"}, {\"color\": \"#FF0000\", \"yindex\": 6, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536032400\"}, {\"color\": \"#FF0000\", \"yindex\": 7, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536470736\"}, {\"color\": \"#FF0000\", \"yindex\": 8, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536341648\"}, {\"color\": \"#FF0000\", \"yindex\": 9, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536479888\"}, {\"color\": \"#FF0000\", \"yindex\": 10, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414536480336\"}], \"markers\": [], \"id\": \"el96414535981392\", \"ydomain\": [-0.30000000000000004, 0.5], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 640.0, 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0.14565947794769196, -0.04617319448551743, 0.09114111088486829], [6.565656565656566, 0.21109332060752017, -0.1317671741113515, 0.27347309075760295, -0.008435793072264688, 0.23983673400021108, -0.15360089173231134, 0.054839226095546006, 0.12247167536431271, -0.057563743799991476, 0.11190388744041635], [6.666666666666667, 0.1948646333877656, -0.15090233107196302, 0.265914780565049, 0.015608672788875566, 0.25049185775314864, -0.14783400244487122, 0.012514429095717705, 0.11326491682456753, -0.029256916917350287, 0.1097659617967796], [6.767676767676767, 0.2076952753798068, -0.13348130234503786, 0.2164534439871004, -0.013831917716660702, 0.22164279773156823, -0.15389547184741953, -0.02121431448671112, 0.10696579007620877, -0.043682373796582054, 0.12370510025557428], [6.8686868686868685, 0.19238265293796664, -0.1308522518936411, 0.22801953680468787, 0.018834382632432416, 0.2557809886071272, -0.12008520810987483, -0.05267919408172612, 0.1531746764808063, -0.07788343460552163, 0.151507014156404], [6.96969696969697, 0.20145020722305346, -0.16432331373171571, 0.18290327154440741, 0.06461032648910031, 0.25016926265797573, -0.09077174513094421, -0.04330553806744975, 0.1726885569379334, -0.06670553335336427, 0.18790570581751526], [7.070707070707071, 0.17345979030447006, -0.15556901169686443, 0.1481656542063618, 0.040822988842654354, 0.2617345869666381, -0.0656918514730326, -0.030701163636719337, 0.19805815666412593, -0.06614851913144923, 0.16459100261430692], [7.171717171717171, 0.20670914493916465, -0.12085522270332075, 0.13522493240668837, 0.02401780913911754, 0.2865155825522359, -0.040861188185905215, -0.04671818691570446, 0.21365433060704994, -0.08306567117587094, 0.19214165823186083], [7.2727272727272725, 0.1578120520340389, -0.0966743945520802, 0.17698842269535614, 0.03966269638493494, 0.3162435438478297, -0.018747090741112978, -0.04873453764630949, 0.21512855202257272, -0.04916247031890849, 0.1971921142269692], [7.373737373737374, 0.19796975507055947, -0.11394523231204555, 0.22517806704649324, 0.003940331923608771, 0.3168431603333197, -0.03673027104556685, -0.0239481375309688, 0.21258261264673625, -0.0973015632834961, 0.1557612561501995], [7.474747474747475, 0.20575904594512273, -0.09525436534899831, 0.2476647174692493, -0.038362093567192744, 0.28028106052535956, -0.07027106344747973, 0.021401788646063017, 0.2142449005047558, -0.07376516993509648, 0.11856366296753709], [7.575757575757575, 0.18698552791713405, -0.12683943215392823, 0.22869487708098157, -0.04513725096610545, 0.3072926857432805, -0.04943725655983093, 0.06148296069522978, 0.21531452433723897, -0.04941953277455512, 0.15704730283534216], [7.6767676767676765, 0.19162172753343987, -0.12158204493905898, 0.20636534073474241, -0.026488668147137642, 0.3141409430186994, -0.041956136176907695, 0.09049617180509983, 0.1871010682822088, -0.009822086208851437, 0.12581755180272705], [7.777777777777778, 0.17217620949375906, -0.12108059474454448, 0.18536812615506623, -0.06442885895480328, 0.2949415071999267, -0.06344456332344556, 0.09393594384267581, 0.22166955712325823, 0.03911012061574376, 0.17278271748686616], [7.878787878787879, 0.2061883937261538, -0.15249567400919575, 0.17625994179709853, -0.11374528034657896, 0.30972738100435115, -0.10657796345743167, 0.05510531728491769, 0.24650597479977468, 0.07535396199129851, 0.20068618080826015], [7.979797979797979, 0.2372899207699316, -0.13355508680004807, 0.21071272171381364, -0.0703411462356627, 0.3349677634069368, -0.057666531922393995, 0.03015212443633587, 0.21583566421829428, 0.07700361906163143, 0.2394783706481875], [8.080808080808081, 0.19578937608446345, -0.16499997326055083, 0.2395451415847887, -0.09025244411360392, 0.36490925478898445, -0.08027427137122496, 0.0790575115704546, 0.20976662325494336, 0.06236298897148015, 0.2124726785217122], [8.181818181818182, 0.22796743002883796, -0.12090911773209055, 0.24050907443215933, -0.10962361370604173, 0.36009692515022873, -0.09186568123480153, 0.11850190616623504, 0.23990519682112163, 0.055355499214088055, 0.23110039298800522], [8.282828282828282, 0.21939322164177658, -0.1364791178285932, 0.2571505801161198, -0.06712128016191787, 0.386785208411832, -0.07325490154727454, 0.11632170703889673, 0.2765281790544463, 0.04483347923462837, 0.20626876457811233], [8.383838383838384, 0.17609167904346565, -0.18441898698540896, 0.25483956425816356, -0.0613754675242559, 0.3632841107324546, -0.07829258705075806, 0.08920866422520049, 0.26331260077729113, 0.037092739764773924, 0.24073877888209294], [8.484848484848484, 0.17687485499617353, -0.14929514777502428, 0.26987002614874334, -0.04804786971775856, 0.3996471880226857, -0.1281167738945713, 0.12473405168834989, 0.22555182361740078, 0.04504858170490102, 0.20083825923649873], [8.585858585858587, 0.1918131779519939, -0.15262826136116486, 0.2959570188809162, -0.014964120186492354, 0.44726059702231014, -0.10514471969549802, 0.11362236851089591, 0.2256051148907176, 0.025120361849916485, 0.24606281826186224], [8.686868686868687, 0.23138408356799414, -0.14886727778713188, 0.24704272274931638, -0.009014293851819184, 0.4615940773959237, -0.10849249564076045, 0.08084086619506507, 0.19716596562464273, 0.03453212690968719, 0.21765164252029726], [8.787878787878787, 0.27993768358081556, -0.10622484608157595, 0.24470505848859797, 0.018403581582641763, 0.46714013841565627, -0.11780464400769171, 0.05370793254406778, 0.16126667748781714, 0.048773376385241554, 0.20443336162755443], [8.88888888888889, 0.28143529556399155, -0.08146278209928079, 0.24515130178628283, -0.011391204731125124, 0.4572066469182732, -0.0973674401938098, 0.040710844441240054, 0.17963526557486634, 0.03324034364069457, 0.17730935312839555], [8.98989898989899, 0.30676720059104967, -0.06968452571291893, 0.2642475107136181, -0.028001143076286605, 0.47620307552695446, -0.09397347791916232, 0.04377092096479211, 0.18231035288694664, -0.012128446257893666, 0.12866063481769185], [9.09090909090909, 0.29980372740750505, -0.08679504467495898, 0.29367029389741417, 0.0100786019747806, 0.44942922613132447, -0.11991023840354534, -0.002025526798075966, 0.16805653273746268, 0.022490817928666883, 0.14797624673312865], [9.191919191919192, 0.2801400946736216, -0.09701082776222822, 0.3243048522844333, 0.03228278209613593, 0.40996482138695794, -0.12762801748930283, 0.022389294047657556, 0.1833119611361229, 0.03171930220653781, 0.16789485653623587], [9.292929292929292, 0.29221659621306617, -0.12885263395693666, 0.31840428862585984, 0.012722512090789381, 0.3739284579046828, -0.1616894565272764, 0.03224508468279563, 0.17885387174419756, 0.036268984088256837, 0.2113240086009348], [9.393939393939394, 0.33106199438536643, -0.146816141841821, 0.32426212668970966, 0.006449812454839973, 0.38245896901081833, -0.1970272865863512, 0.015747671106408612, 0.20427217483586485, -0.006312780451794023, 0.2418633310796268], [9.494949494949495, 0.31437923638506243, -0.1111900718131597, 0.35493945919624165, -0.03387126944679261, 0.4088873643923603, -0.1991968561691459, -0.00477278741083793, 0.18795575823513092, -0.011250798788087716, 0.2620030874468517], [9.595959595959595, 0.3028207258242496, -0.09368037274094214, 0.3923042143437031, 0.014709954490721808, 0.41482976825235957, -0.24853595704905163, 0.00823833505495204, 0.1581611767599212, -0.04550616729257352, 0.30389907865366683], [9.696969696969697, 0.26856376255076003, -0.0868784040652079, 0.42638350431850436, 0.044586012000994144, 0.36744536764429636, -0.2356851612485427, 0.012584824691222796, 0.15204428117642305, -0.02562602425654792, 0.27286766411716223], [9.797979797979798, 0.28977409174567664, -0.12826502034756526, 0.41880080744239256, 0.08749997703294772, 0.36024662298385346, -0.20510705406468072, -0.012822374876735598, 0.1996307784500581, -0.05645452049610772, 0.2758783730582792], [9.8989898989899, 0.26705986274165494, -0.11012257861247172, 0.414849330476535, 0.10152804514939295, 0.3105950289592493, -0.23043411022151172, -0.05062533756759832, 0.2396127914779423, -0.09014451011059535, 0.2815175822239752], [10.0, 0.3017436999542412, -0.12632665144903357, 0.4189498330928184, 0.06828688872754432, 0.2786257697173747, -0.21519028164692172, -0.04284785618644474, 0.23548351011635466, -0.10130783262377215, 0.2575219715416349]]}, \"id\": \"el96414536030800\"});\n",
" })\n",
" });\n",
"}\n",
"</script>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 3,
"text": [
"<IPython.core.display.HTML at 0x10e636ad0>"
]
}
],
"prompt_number": 3
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## legends for different axes\n",
"\n",
"The optional ax argument allows creating different interactive legends for different axes"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N_paths = 5\n",
"N_steps = 100\n",
"\n",
"x = np.linspace(0, 10, 100)\n",
"y = 0.1 * (np.random.random((N_paths, N_steps)) - 0.5)\n",
"y = y.cumsum(1)\n",
"\n",
"\n",
"fig = plt.figure()\n",
"ax1 = fig.add_subplot(2,1,1)\n",
"ax2 = fig.add_subplot(2,1,2)\n",
"\n",
"labels = [\"a\", \"b\", \"c\", \"d\", \"e\"]\n",
"l1 = ax1.plot(x, y.T, lw=4, alpha=0.1)\n",
"s1 = []\n",
"for i in range(N_paths):\n",
" s = ax2.scatter(x,y[i, :], c=next(ax2._get_lines.color_cycle), alpha=0.1)\n",
" s1.append(s)\n",
" \n",
"plugins.connect(fig, InteractiveLegendPlugin(l1, labels, ax=ax1))\n",
"plugins.connect(fig, InteractiveLegendPlugin(s1, labels, ax=ax2))\n",
"mpld3.display()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \n",
"</style>\n",
"\n",
"<div id=\"fig_el964145362084009677138615\"></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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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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-0.006831806478916874], [4.141414141414141, 0.10962449471570279, 0.016403278869358398, -0.11179831080680502, 0.11636211365312094, -0.04905487966186751], [4.242424242424242, 0.11985063383617332, 0.025810080377357162, -0.09783889482636969, 0.1493233306536379, -0.0930335476920073], [4.343434343434343, 0.09872727526737692, 0.05769025389277689, -0.10796351783199581, 0.1984973449092682, -0.05011477500063569], [4.444444444444445, 0.06970177920810161, 0.05842369322870431, -0.14060088952239141, 0.22819010386939323, -0.04290238844723737], [4.545454545454545, 0.08528558063626944, 0.059033774386597924, -0.11446612961423228, 0.23414790213733755, -0.06950775538131085], [4.646464646464646, 0.0929280897285879, 0.06379677274125407, -0.14575389017516194, 0.20102123343448322, -0.11244392811127144], [4.747474747474747, 0.05077013878523526, 0.029169557210963093, -0.179320109370822, 0.1604101444466472, -0.14736423067076326], [4.848484848484849, 0.06812937988834697, 0.021056191574026863, -0.16909241326719765, 0.20495117956286033, -0.17894990336992636], [4.94949494949495, 0.0394558429885684, 0.02271934825914972, -0.13711034757004126, 0.21301371352762902, -0.13253791271687876], [5.05050505050505, 0.06127098807565997, 0.035486662517369295, -0.09623822195735482, 0.2169422163532638, -0.10408193941493833], [5.151515151515151, 0.10025640578455666, -0.0005452028592127234, -0.13254395918729323, 0.19574275728464582, -0.15218706030328638], [5.252525252525253, 0.09032388672808395, -0.01224104258886638, -0.15965995492848745, 0.15209596893865215, -0.13636075761265634], [5.353535353535354, 0.09150246563073833, -0.006084119479581862, -0.1521138158543387, 0.17115625788275068, -0.13331424037008763], [5.454545454545454, 0.09850682391902282, -0.026342666315929023, -0.11210191051824575, 0.18996568574812736, -0.17529400585122318], [5.555555555555555, 0.1213745292883685, -0.012251387213793066, -0.10962991722806188, 0.14876844035026465, -0.20867769407390588], [5.656565656565657, 0.08170155777172636, -0.012757503303135312, -0.10322940803075524, 0.10158600616866414, -0.19029709944062134], [5.757575757575758, 0.061429636623974826, -0.011511151327324502, -0.10373781546624616, 0.12855143562830024, -0.1858676818983594], [5.858585858585858, 0.04545565240070268, -0.058872447930307714, -0.13180577616144995, 0.10914349271043863, -0.21635664258507403], [5.959595959595959, 0.08228003067483124, -0.01638688220357682, -0.08879974057991483, 0.10018508126058845, -0.24437257443235513], [6.0606060606060606, 0.11349545005514027, -0.05574244809046229, -0.07440706051255011, 0.09948821533420027, -0.2212391660151325], [6.161616161616162, 0.15883510559827763, -0.0360876533406988, -0.03391126664647507, 0.06617169973156725, -0.17202629723946822], [6.262626262626262, 0.1893847455166775, 0.006857011415195541, -0.029902529862871577, 0.09045508504175309, -0.199190985583555], [6.363636363636363, 0.15478971809088607, 0.03198227142707905, 0.005482749314467447, 0.12671597661073497, -0.1854810901963457], [6.4646464646464645, 0.14299128884364531, 0.0024944879843130374, 0.023726178435204002, 0.14853557725873728, -0.23392835241736976], [6.565656565656566, 0.1674975657216802, 0.018770884515803183, -0.014566019621738865, 0.1418953845377299, -0.26051809565023476], [6.666666666666667, 0.13593609371680024, -0.029163907384916348, -0.019716841689167628, 0.1257814035691863, -0.2693181804200074], [6.767676767676767, 0.18523304899975218, -0.06264056318247052, 0.01760320612293294, 0.11164197543870463, -0.27363545132785594], [6.8686868686868685, 0.2212387883636635, -0.05727990611194737, 0.05524302044326938, 0.1497878913934971, -0.24605813489979228], [6.96969696969697, 0.17994895438563963, -0.0995038361490613, 0.08490816757554658, 0.19257185520336367, -0.24507232648232305], [7.070707070707071, 0.20762169300878228, -0.10164096450943451, 0.12248804143760475, 0.19853636431865856, -0.2178717913709969], [7.171717171717171, 0.23660808124756233, -0.07757880434088146, 0.0749219461753132, 0.2256291481294228, -0.2124050244953666], [7.2727272727272725, 0.24619249664748077, -0.06611196004928217, 0.06889629775656833, 0.2550375557694349, -0.17603795142330556], [7.373737373737374, 0.27298890253504215, -0.06020429338318017, 0.035175448092644515, 0.2785182131647867, -0.1307911148320617], [7.474747474747475, 0.304935452082777, -0.03267460559776733, 0.047398346870800245, 0.27842300739020764, -0.16359629449314333], [7.575757575757575, 0.2787117425236002, -0.015786855267984096, 0.03639731406452108, 0.24186167720804352, -0.1552795401437669], [7.6767676767676765, 0.2720753356015167, -0.04623938550592864, 0.02882844937270366, 0.249456793116769, -0.16147852763394807], [7.777777777777778, 0.28103793866459786, -0.010780349475249223, 0.00037479807555165084, 0.213027401783494, -0.18958546246814575], [7.878787878787879, 0.23641260495602562, 0.024938855601484705, -0.01251823535948491, 0.22319984461526893, -0.14191697718369653], [7.979797979797979, 0.2808557671896768, 0.04817655352183901, -0.033447370258724476, 0.2528211930262095, -0.18399171925670765], [8.080808080808081, 0.2992920459026065, 0.05663795646458732, -0.05345433035723056, 0.21616112811679578, -0.15263968994209473], [8.181818181818182, 0.33723558853920915, 0.05960202999431345, -0.03568563628193862, 0.17305347242640995, -0.17340999086152495], [8.282828282828282, 0.321525123616799, 0.07442615930762796, -0.039351172120893285, 0.15660322382601563, -0.2023178003504919], [8.383838383838384, 0.2866232259291582, 0.04452839837201389, -0.04492312035821716, 0.18003517980073336, -0.21550120488314953], [8.484848484848484, 0.27269357217642604, 0.02077253708850808, -0.06348198803673893, 0.21632095959070158, -0.22087228561588626], [8.585858585858587, 0.320074154497909, 0.0654155518412849, -0.09544658048498847, 0.2229335645332259, -0.24608822416014892], [8.686868686868687, 0.3014706809242124, 0.03569679328337175, -0.09252087866431787, 0.21168422014377516, -0.2859327632057319], [8.787878787878787, 0.270177571767119, 0.005378121415455975, -0.06123135588747627, 0.2081052767292258, -0.3252175070629874], [8.88888888888889, 0.2644734737485314, -0.01704791569377051, -0.06993756572810708, 0.2530146178799046, -0.28695636861096796], [8.98989898989899, 0.27141541486080034, -0.018754664430582258, -0.047645905286918415, 0.2803411986978071, -0.26050237245803687], [9.09090909090909, 0.23310957502890545, 0.023351271333973824, -0.0534656346963832, 0.2864782651162177, -0.22288550980931254], [9.191919191919192, 0.23059293231131273, 0.05027587490705903, -0.011026913167105537, 0.3322784331362434, -0.2606669281995417], [9.292929292929292, 0.2085917232595671, 0.018874110108637612, -0.019439682933223672, 0.37720986997886374, -0.2961009541853599], [9.393939393939394, 0.1809473763813979, -0.025311241360994996, -0.019262822578902498, 0.33887023591592613, -0.2520177076385989], [9.494949494949495, 0.1342340004785835, 0.00907353090976163, -0.02011582675379024, 0.3888566770590382, -0.21631475772069653], [9.595959595959595, 0.13149140672798093, -0.036219743163325636, -0.05919527080086895, 0.43500898726806175, -0.24931550336699654], [9.696969696969697, 0.15216088634787175, -0.01813193685627843, -0.08806902835003817, 0.3960489868426003, -0.2318080442320191], [9.797979797979798, 0.12934071244081327, 0.008640194083700824, -0.11818640254272607, 0.44434472431402766, -0.24490229526610502], [9.8989898989899, 0.09303889497570944, 0.026584102557884137, -0.13229350306811974, 0.44669054331200125, -0.2427868482047157], [10.0, 0.07355646278139491, 0.006369354822276661, -0.08271934087419733, 0.43946786921906317, -0.25889188319149026]]}, \"id\": \"el96414536208400\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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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0.08170155777172636, -0.012757503303135312, -0.10322940803075524, 0.10158600616866414, -0.19029709944062134], [5.757575757575758, 0.061429636623974826, -0.011511151327324502, -0.10373781546624616, 0.12855143562830024, -0.1858676818983594], [5.858585858585858, 0.04545565240070268, -0.058872447930307714, -0.13180577616144995, 0.10914349271043863, -0.21635664258507403], [5.959595959595959, 0.08228003067483124, -0.01638688220357682, -0.08879974057991483, 0.10018508126058845, -0.24437257443235513], [6.0606060606060606, 0.11349545005514027, -0.05574244809046229, -0.07440706051255011, 0.09948821533420027, -0.2212391660151325], [6.161616161616162, 0.15883510559827763, -0.0360876533406988, -0.03391126664647507, 0.06617169973156725, -0.17202629723946822], [6.262626262626262, 0.1893847455166775, 0.006857011415195541, -0.029902529862871577, 0.09045508504175309, -0.199190985583555], [6.363636363636363, 0.15478971809088607, 0.03198227142707905, 0.005482749314467447, 0.12671597661073497, -0.1854810901963457], [6.4646464646464645, 0.14299128884364531, 0.0024944879843130374, 0.023726178435204002, 0.14853557725873728, -0.23392835241736976], [6.565656565656566, 0.1674975657216802, 0.018770884515803183, -0.014566019621738865, 0.1418953845377299, -0.26051809565023476], [6.666666666666667, 0.13593609371680024, -0.029163907384916348, -0.019716841689167628, 0.1257814035691863, -0.2693181804200074], [6.767676767676767, 0.18523304899975218, -0.06264056318247052, 0.01760320612293294, 0.11164197543870463, -0.27363545132785594], [6.8686868686868685, 0.2212387883636635, -0.05727990611194737, 0.05524302044326938, 0.1497878913934971, -0.24605813489979228], [6.96969696969697, 0.17994895438563963, -0.0995038361490613, 0.08490816757554658, 0.19257185520336367, -0.24507232648232305], [7.070707070707071, 0.20762169300878228, -0.10164096450943451, 0.12248804143760475, 0.19853636431865856, -0.2178717913709969], [7.171717171717171, 0.23660808124756233, -0.07757880434088146, 0.0749219461753132, 0.2256291481294228, -0.2124050244953666], [7.2727272727272725, 0.24619249664748077, -0.06611196004928217, 0.06889629775656833, 0.2550375557694349, -0.17603795142330556], [7.373737373737374, 0.27298890253504215, -0.06020429338318017, 0.035175448092644515, 0.2785182131647867, -0.1307911148320617], [7.474747474747475, 0.304935452082777, -0.03267460559776733, 0.047398346870800245, 0.27842300739020764, -0.16359629449314333], [7.575757575757575, 0.2787117425236002, -0.015786855267984096, 0.03639731406452108, 0.24186167720804352, -0.1552795401437669], [7.6767676767676765, 0.2720753356015167, -0.04623938550592864, 0.02882844937270366, 0.249456793116769, -0.16147852763394807], [7.777777777777778, 0.28103793866459786, -0.010780349475249223, 0.00037479807555165084, 0.213027401783494, -0.18958546246814575], [7.878787878787879, 0.23641260495602562, 0.024938855601484705, -0.01251823535948491, 0.22319984461526893, -0.14191697718369653], [7.979797979797979, 0.2808557671896768, 0.04817655352183901, -0.033447370258724476, 0.2528211930262095, -0.18399171925670765], [8.080808080808081, 0.2992920459026065, 0.05663795646458732, -0.05345433035723056, 0.21616112811679578, -0.15263968994209473], [8.181818181818182, 0.33723558853920915, 0.05960202999431345, -0.03568563628193862, 0.17305347242640995, -0.17340999086152495], [8.282828282828282, 0.321525123616799, 0.07442615930762796, -0.039351172120893285, 0.15660322382601563, -0.2023178003504919], [8.383838383838384, 0.2866232259291582, 0.04452839837201389, -0.04492312035821716, 0.18003517980073336, -0.21550120488314953], [8.484848484848484, 0.27269357217642604, 0.02077253708850808, -0.06348198803673893, 0.21632095959070158, -0.22087228561588626], [8.585858585858587, 0.320074154497909, 0.0654155518412849, -0.09544658048498847, 0.2229335645332259, -0.24608822416014892], [8.686868686868687, 0.3014706809242124, 0.03569679328337175, -0.09252087866431787, 0.21168422014377516, -0.2859327632057319], [8.787878787878787, 0.270177571767119, 0.005378121415455975, -0.06123135588747627, 0.2081052767292258, -0.3252175070629874], [8.88888888888889, 0.2644734737485314, -0.01704791569377051, -0.06993756572810708, 0.2530146178799046, -0.28695636861096796], [8.98989898989899, 0.27141541486080034, -0.018754664430582258, -0.047645905286918415, 0.2803411986978071, -0.26050237245803687], [9.09090909090909, 0.23310957502890545, 0.023351271333973824, -0.0534656346963832, 0.2864782651162177, -0.22288550980931254], [9.191919191919192, 0.23059293231131273, 0.05027587490705903, -0.011026913167105537, 0.3322784331362434, -0.2606669281995417], [9.292929292929292, 0.2085917232595671, 0.018874110108637612, -0.019439682933223672, 0.37720986997886374, -0.2961009541853599], [9.393939393939394, 0.1809473763813979, -0.025311241360994996, -0.019262822578902498, 0.33887023591592613, -0.2520177076385989], [9.494949494949495, 0.1342340004785835, 0.00907353090976163, -0.02011582675379024, 0.3888566770590382, -0.21631475772069653], [9.595959595959595, 0.13149140672798093, -0.036219743163325636, -0.05919527080086895, 0.43500898726806175, -0.24931550336699654], [9.696969696969697, 0.15216088634787175, -0.01813193685627843, -0.08806902835003817, 0.3960489868426003, -0.2318080442320191], [9.797979797979798, 0.12934071244081327, 0.008640194083700824, -0.11818640254272607, 0.44434472431402766, -0.24490229526610502], [9.8989898989899, 0.09303889497570944, 0.026584102557884137, -0.13229350306811974, 0.44669054331200125, -0.2427868482047157], [10.0, 0.07355646278139491, 0.006369354822276661, -0.08271934087419733, 0.43946786921906317, -0.25889188319149026]]}, \"id\": \"el96414536208400\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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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0.08170155777172636, -0.012757503303135312, -0.10322940803075524, 0.10158600616866414, -0.19029709944062134], [5.757575757575758, 0.061429636623974826, -0.011511151327324502, -0.10373781546624616, 0.12855143562830024, -0.1858676818983594], [5.858585858585858, 0.04545565240070268, -0.058872447930307714, -0.13180577616144995, 0.10914349271043863, -0.21635664258507403], [5.959595959595959, 0.08228003067483124, -0.01638688220357682, -0.08879974057991483, 0.10018508126058845, -0.24437257443235513], [6.0606060606060606, 0.11349545005514027, -0.05574244809046229, -0.07440706051255011, 0.09948821533420027, -0.2212391660151325], [6.161616161616162, 0.15883510559827763, -0.0360876533406988, -0.03391126664647507, 0.06617169973156725, -0.17202629723946822], [6.262626262626262, 0.1893847455166775, 0.006857011415195541, -0.029902529862871577, 0.09045508504175309, -0.199190985583555], [6.363636363636363, 0.15478971809088607, 0.03198227142707905, 0.005482749314467447, 0.12671597661073497, -0.1854810901963457], [6.4646464646464645, 0.14299128884364531, 0.0024944879843130374, 0.023726178435204002, 0.14853557725873728, -0.23392835241736976], [6.565656565656566, 0.1674975657216802, 0.018770884515803183, -0.014566019621738865, 0.1418953845377299, -0.26051809565023476], [6.666666666666667, 0.13593609371680024, -0.029163907384916348, -0.019716841689167628, 0.1257814035691863, -0.2693181804200074], [6.767676767676767, 0.18523304899975218, -0.06264056318247052, 0.01760320612293294, 0.11164197543870463, -0.27363545132785594], [6.8686868686868685, 0.2212387883636635, -0.05727990611194737, 0.05524302044326938, 0.1497878913934971, -0.24605813489979228], [6.96969696969697, 0.17994895438563963, -0.0995038361490613, 0.08490816757554658, 0.19257185520336367, -0.24507232648232305], [7.070707070707071, 0.20762169300878228, -0.10164096450943451, 0.12248804143760475, 0.19853636431865856, -0.2178717913709969], [7.171717171717171, 0.23660808124756233, -0.07757880434088146, 0.0749219461753132, 0.2256291481294228, -0.2124050244953666], [7.2727272727272725, 0.24619249664748077, -0.06611196004928217, 0.06889629775656833, 0.2550375557694349, -0.17603795142330556], [7.373737373737374, 0.27298890253504215, -0.06020429338318017, 0.035175448092644515, 0.2785182131647867, -0.1307911148320617], [7.474747474747475, 0.304935452082777, -0.03267460559776733, 0.047398346870800245, 0.27842300739020764, -0.16359629449314333], [7.575757575757575, 0.2787117425236002, -0.015786855267984096, 0.03639731406452108, 0.24186167720804352, -0.1552795401437669], [7.6767676767676765, 0.2720753356015167, -0.04623938550592864, 0.02882844937270366, 0.249456793116769, -0.16147852763394807], [7.777777777777778, 0.28103793866459786, -0.010780349475249223, 0.00037479807555165084, 0.213027401783494, -0.18958546246814575], [7.878787878787879, 0.23641260495602562, 0.024938855601484705, -0.01251823535948491, 0.22319984461526893, -0.14191697718369653], [7.979797979797979, 0.2808557671896768, 0.04817655352183901, -0.033447370258724476, 0.2528211930262095, -0.18399171925670765], [8.080808080808081, 0.2992920459026065, 0.05663795646458732, -0.05345433035723056, 0.21616112811679578, -0.15263968994209473], [8.181818181818182, 0.33723558853920915, 0.05960202999431345, -0.03568563628193862, 0.17305347242640995, -0.17340999086152495], [8.282828282828282, 0.321525123616799, 0.07442615930762796, -0.039351172120893285, 0.15660322382601563, -0.2023178003504919], [8.383838383838384, 0.2866232259291582, 0.04452839837201389, -0.04492312035821716, 0.18003517980073336, -0.21550120488314953], [8.484848484848484, 0.27269357217642604, 0.02077253708850808, -0.06348198803673893, 0.21632095959070158, -0.22087228561588626], [8.585858585858587, 0.320074154497909, 0.0654155518412849, -0.09544658048498847, 0.2229335645332259, -0.24608822416014892], [8.686868686868687, 0.3014706809242124, 0.03569679328337175, -0.09252087866431787, 0.21168422014377516, -0.2859327632057319], [8.787878787878787, 0.270177571767119, 0.005378121415455975, -0.06123135588747627, 0.2081052767292258, -0.3252175070629874], [8.88888888888889, 0.2644734737485314, -0.01704791569377051, -0.06993756572810708, 0.2530146178799046, -0.28695636861096796], [8.98989898989899, 0.27141541486080034, -0.018754664430582258, -0.047645905286918415, 0.2803411986978071, -0.26050237245803687], [9.09090909090909, 0.23310957502890545, 0.023351271333973824, -0.0534656346963832, 0.2864782651162177, -0.22288550980931254], [9.191919191919192, 0.23059293231131273, 0.05027587490705903, -0.011026913167105537, 0.3322784331362434, -0.2606669281995417], [9.292929292929292, 0.2085917232595671, 0.018874110108637612, -0.019439682933223672, 0.37720986997886374, -0.2961009541853599], [9.393939393939394, 0.1809473763813979, -0.025311241360994996, -0.019262822578902498, 0.33887023591592613, -0.2520177076385989], [9.494949494949495, 0.1342340004785835, 0.00907353090976163, -0.02011582675379024, 0.3888566770590382, -0.21631475772069653], [9.595959595959595, 0.13149140672798093, -0.036219743163325636, -0.05919527080086895, 0.43500898726806175, -0.24931550336699654], [9.696969696969697, 0.15216088634787175, -0.01813193685627843, -0.08806902835003817, 0.3960489868426003, -0.2318080442320191], [9.797979797979798, 0.12934071244081327, 0.008640194083700824, -0.11818640254272607, 0.44434472431402766, -0.24490229526610502], [9.8989898989899, 0.09303889497570944, 0.026584102557884137, -0.13229350306811974, 0.44669054331200125, -0.2427868482047157], [10.0, 0.07355646278139491, 0.006369354822276661, -0.08271934087419733, 0.43946786921906317, -0.25889188319149026]]}, \"id\": \"el96414536208400\"});\n",
" })\n",
" });\n",
"}\n",
"</script>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 4,
"text": [
"<IPython.core.display.HTML at 0x10ed72fd0>"
]
}
],
"prompt_number": 4
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## single legend for different axes\n",
"\n",
"However, we can also use a single legend across axes"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N_paths = 5\n",
"N_steps = 100\n",
"\n",
"x = np.linspace(0, 10, 100)\n",
"y = 0.1 * (np.random.random((N_paths, N_steps)) - 0.5)\n",
"y = y.cumsum(1)\n",
"\n",
"\n",
"fig = plt.figure()\n",
"ax1 = fig.add_subplot(2,1,1)\n",
"ax2 = fig.add_subplot(2,1,2)\n",
"\n",
"labels = [\"a\", \"b\", \"c\", \"d\", \"e\"]\n",
"l1 = ax1.plot(x, y.T, lw=4, alpha=0.1)\n",
"s1 = []\n",
"for i in range(N_paths):\n",
" s = ax2.scatter(x,y[i, :], c=next(ax2._get_lines.color_cycle), alpha=0.1)\n",
" s1.append(s)\n",
" \n",
"plugins.connect(fig, InteractiveLegendPlugin(zip(l1, s1), labels))\n",
"mpld3.display()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \n",
"</style>\n",
"\n",
"<div id=\"fig_el964145439092647916760469\"></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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145439092647916760469\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.5, 0.30000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560349072\"}, {\"color\": \"#007F00\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560349648\"}, {\"color\": \"#FF0000\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560350224\"}, {\"color\": \"#00BFBF\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560350672\"}, {\"color\": \"#BF00BF\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560351120\"}], \"markers\": [], \"id\": \"el96414543909584\", \"ydomain\": [-0.5, 0.30000000000000004], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.54772727272727284, 0.77500000000000002, 0.35227272727272718]}, {\"xlim\": [-2.0, 12.0], \"yscale\": \"linear\", \"axesbg\": 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" }(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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145439092647916760469\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.5, 0.30000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560349072\"}, {\"color\": \"#007F00\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 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" });\n",
" });\n",
"}else{\n",
" // require.js not available: dynamically load d3 & mpld3\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145439092647916760469\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.5, 0.30000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560349072\"}, {\"color\": \"#007F00\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560349648\"}, {\"color\": \"#FF0000\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560350224\"}, {\"color\": \"#00BFBF\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560350672\"}, {\"color\": \"#BF00BF\", \"yindex\": 5, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414560351120\"}], \"markers\": [], \"id\": \"el96414543909584\", \"ydomain\": [-0.5, 0.30000000000000004], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.54772727272727284, 0.77500000000000002, 0.35227272727272718]}, {\"xlim\": [-2.0, 12.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [-2.0, 12.0], \"ylim\": [-0.5, 0.30000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 8, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 10, \"tickvalues\": null}], \"lines\": [], \"markers\": [], \"id\": \"el96414536828688\", \"ydomain\": [-0.5, 0.30000000000000004], \"collections\": [{\"paths\": [[[[0.0, -0.5], [0.13260155, -0.5], [0.25978993539242673, -0.44731684579412084], [0.3535533905932738, -0.3535533905932738], [0.44731684579412084, -0.25978993539242673], [0.5, -0.13260155], [0.5, 0.0], [0.5, 0.13260155], [0.44731684579412084, 0.25978993539242673], [0.3535533905932738, 0.3535533905932738], [0.25978993539242673, 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[0.44731684579412084, -0.25978993539242673], [0.5, -0.13260155], [0.5, 0.0], [0.5, 0.13260155], [0.44731684579412084, 0.25978993539242673], [0.3535533905932738, 0.3535533905932738], [0.25978993539242673, 0.44731684579412084], [0.13260155, 0.5], [0.0, 0.5], [-0.13260155, 0.5], [-0.25978993539242673, 0.44731684579412084], [-0.3535533905932738, 0.3535533905932738], [-0.44731684579412084, 0.25978993539242673], [-0.5, 0.13260155], [-0.5, 0.0], [-0.5, -0.13260155], [-0.44731684579412084, -0.25978993539242673], [-0.3535533905932738, -0.3535533905932738], [-0.25978993539242673, -0.44731684579412084], [-0.13260155, -0.5], [0.0, -0.5]], [\"M\", \"C\", \"C\", \"C\", \"C\", \"C\", \"C\", \"C\", \"C\", \"Z\"]]], \"edgecolors\": [\"#000000\"], \"edgewidths\": [1.0], \"offsets\": \"data01\", \"yindex\": 2, \"id\": \"el96414560375760\", \"pathtransforms\": [[4.969039949999533, 0.0, 0.0, 4.969039949999533, 0.0, 0.0]], \"pathcoordinates\": \"display\", \"offsetcoordinates\": \"data\", \"zorder\": 1, \"xindex\": 0, \"alphas\": [0.1], \"facecolors\": [\"#007F00\"]}, {\"paths\": [[[[0.0, -0.5], [0.13260155, -0.5], [0.25978993539242673, -0.44731684579412084], [0.3535533905932738, -0.3535533905932738], [0.44731684579412084, -0.25978993539242673], [0.5, -0.13260155], [0.5, 0.0], [0.5, 0.13260155], [0.44731684579412084, 0.25978993539242673], [0.3535533905932738, 0.3535533905932738], [0.25978993539242673, 0.44731684579412084], [0.13260155, 0.5], [0.0, 0.5], [-0.13260155, 0.5], [-0.25978993539242673, 0.44731684579412084], [-0.3535533905932738, 0.3535533905932738], [-0.44731684579412084, 0.25978993539242673], [-0.5, 0.13260155], [-0.5, 0.0], [-0.5, -0.13260155], [-0.44731684579412084, -0.25978993539242673], [-0.3535533905932738, -0.3535533905932738], [-0.25978993539242673, -0.44731684579412084], [-0.13260155, -0.5], [0.0, -0.5]], [\"M\", \"C\", \"C\", \"C\", \"C\", \"C\", \"C\", \"C\", \"C\", \"Z\"]]], \"edgecolors\": [\"#000000\"], \"edgewidths\": [1.0], \"offsets\": \"data01\", \"yindex\": 3, \"id\": \"el96414560398288\", \"pathtransforms\": [[4.969039949999533, 0.0, 0.0, 4.969039949999533, 0.0, 0.0]], \"pathcoordinates\": \"display\", \"offsetcoordinates\": \"data\", \"zorder\": 1, \"xindex\": 0, \"alphas\": [0.1], \"facecolors\": [\"#FF0000\"]}, {\"paths\": [[[[0.0, -0.5], [0.13260155, -0.5], [0.25978993539242673, -0.44731684579412084], [0.3535533905932738, -0.3535533905932738], [0.44731684579412084, -0.25978993539242673], [0.5, -0.13260155], [0.5, 0.0], [0.5, 0.13260155], [0.44731684579412084, 0.25978993539242673], [0.3535533905932738, 0.3535533905932738], [0.25978993539242673, 0.44731684579412084], [0.13260155, 0.5], [0.0, 0.5], [-0.13260155, 0.5], [-0.25978993539242673, 0.44731684579412084], [-0.3535533905932738, 0.3535533905932738], [-0.44731684579412084, 0.25978993539242673], [-0.5, 0.13260155], [-0.5, 0.0], [-0.5, -0.13260155], [-0.44731684579412084, -0.25978993539242673], [-0.3535533905932738, -0.3535533905932738], [-0.25978993539242673, 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0.06980225040659797, 0.07309508894077475, -0.10444086315308375, -0.12186448935303837], [2.8282828282828283, -0.14600019587467097, 0.0232648979004184, 0.12024148210958582, -0.13424107577182098, -0.07668171903483158], [2.929292929292929, -0.17743141482114733, -0.0022065363721899094, 0.13691836917084482, -0.17035627879484758, -0.11717065220516787], [3.0303030303030303, -0.18398467519618522, 0.036648944600967695, 0.10982866614844325, -0.13687848282602325, -0.12048778403058467], [3.131313131313131, -0.19091950317137646, 0.009977424746275623, 0.11601412614678626, -0.1561639240745506, -0.10617829266173681], [3.2323232323232323, -0.19874832301004403, 0.004312481125103997, 0.07290899993185136, -0.15968910745299533, -0.14209537163908795], [3.3333333333333335, -0.20613507918411525, -0.007593567441102077, 0.026751098350879667, -0.14334062773976092, -0.18567651853366895], [3.4343434343434343, -0.19975865613155938, -0.02721404402741927, 0.07070336672162426, -0.10520902035055568, -0.20216781874696985], [3.5353535353535355, -0.18693858093936844, 0.005631901495697044, 0.0839447440878392, -0.14968436468851642, -0.15509631591669723], [3.6363636363636362, -0.14766059816249485, 0.037000813142523264, 0.08230884176381631, -0.1160075382543759, -0.13628528474717513], [3.7373737373737375, -0.132236285791181, 0.0745643288660727, 0.12775556914223596, -0.11331226502688024, -0.09463852974412199], [3.8383838383838382, -0.17532228890044899, 0.11776206451633084, 0.10168056018930233, -0.10473840912235685, -0.052900880348260786], [3.9393939393939394, -0.1479613974095247, 0.11438712946207252, 0.08605662641776106, -0.09687022469327021, -0.012647314555239264], [4.040404040404041, -0.10530495708476842, 0.13228115635969567, 0.1246154320117524, -0.10333169662404025, 0.008548057567573132], [4.141414141414141, -0.14676936845570512, 0.08705596751754402, 0.07835975897529221, -0.059227559935866016, 0.030091966377495484], [4.242424242424242, -0.18051985554108851, 0.07049545967995388, 0.08141016600942604, -0.08215200941477202, -0.016226683060601044], [4.343434343434343, -0.1704131789954352, 0.09418529932483086, 0.11826262703450596, -0.07312740302189534, -0.061344552901182584], [4.444444444444445, -0.19333852273345192, 0.05480890662517429, 0.10757247851942256, -0.02320478350668225, -0.058309119841011975], [4.545454545454545, -0.15923586346419855, 0.06331126351926455, 0.1548810608685595, -0.005870778367591249, -0.026212736961774737], [4.646464646464646, -0.18638412109719757, 0.05054936241991536, 0.134744829776764, 0.017173838849401355, -0.03787594405489783], [4.747474747474747, -0.2134481361499876, 0.021307280909217012, 0.11770578278878399, 0.015429836082182355, -0.05549336804214389], [4.848484848484849, -0.25359300419602016, -0.005840250666253929, 0.07830871750839825, 0.016910517197328476, -0.021683372386434217], [4.94949494949495, -0.22063840569397514, 0.0013805319189096922, 0.06759532218617993, 0.011700950874976187, -0.021747330739354087], [5.05050505050505, -0.23317849028337, -0.020437385788871585, 0.06545558174475817, 0.028306580724930107, -0.03684444081595931], [5.151515151515151, -0.21553653288527494, -0.007612102638185989, 0.03813544321909029, 0.010798026912880773, -0.0616895561050413], [5.252525252525253, -0.21530370919276015, -0.021337308944241195, 0.04840432811785954, 0.0436755462366964, -0.07508986987565186], [5.353535353535354, -0.1982384026600583, -0.011348944394919534, 0.038390849153115914, 0.022956617683160558, -0.0918879347750418], [5.454545454545454, -0.19910860281663967, 0.033587113339515896, 0.017437323271715887, 0.06098479589271151, -0.10086403189328592], [5.555555555555555, -0.20157330867138865, 0.07702103775701141, 0.009085175230896147, 0.023222572409401752, -0.14506964753143659], [5.656565656565657, -0.18955755325166693, 0.03714730806145063, 0.042258794096319996, -0.01367413894988876, -0.16620517980141483], [5.757575757575758, -0.23480380518502392, 0.04117573367069991, 0.05753325723683526, -0.0010709980880194703, -0.21409896164981765], [5.858585858585858, -0.23933098926868132, 0.0861262739317328, 0.015570743042936354, -0.020155653642565875, -0.17240617451839305], [5.959595959595959, -0.20755818406547208, 0.11133061053165177, 0.03672549960744973, 0.006884172750290751, -0.12851025300126853], [6.0606060606060606, -0.21218418079793264, 0.07206227527518735, 0.04303537293064415, 0.0043247819387559824, -0.08978311872482904], [6.161616161616162, -0.24191759140877883, 0.08672968649201976, 0.0929727035756677, 0.048536416898019845, -0.05922996957741916], [6.262626262626262, -0.27770720274103317, 0.07721753241251912, 0.12350529644718981, 0.04875021832055535, -0.06950272961808288], [6.363636363636363, -0.251448522284951, 0.10877931017708022, 0.09118958092824744, 0.07964089388029744, -0.09462076544434557], [6.4646464646464645, -0.2695603542996568, 0.07048435055841454, 0.07312720608274849, 0.03079653831887242, -0.04636216110144438], [6.565656565656566, -0.2727239732542367, 0.03085167306463195, 0.029135159077759522, -0.011788140203311578, -0.08670885547216217], [6.666666666666667, -0.24799538233138418, 0.007633568573671801, 0.04886783573284762, -0.022672813365449025, -0.05423749952363422], [6.767676767676767, -0.2452905959188015, 0.008578845456738116, 0.004238269761799036, -0.054176467064426734, -0.017419997214002142], [6.8686868686868685, -0.2531293214945788, 0.043751641379381964, -0.023813779465419054, -0.06351480329536027, -0.05756952321699342], [6.96969696969697, -0.2111419940963998, 0.04432341468526896, 0.019624456631015693, -0.09217473800023179, -0.06507352486215658], [7.070707070707071, -0.20761301694753126, 0.07041057363818257, 0.007982827633323848, -0.12559578721489728, -0.07973105498158585], [7.171717171717171, -0.17104036639884185, 0.03211584481554717, 0.024591087305175223, -0.1292365717645228, -0.059663575805837955], [7.2727272727272725, -0.19064738772357048, -0.0031352559980858813, -0.01989572812274476, -0.17354350458189582, -0.04892277319296332], [7.373737373737374, -0.19733670820075824, -0.024592232986755266, -0.042674677347751086, -0.17712825410760363, -0.07510956451271225], [7.474747474747475, -0.15578641138391308, -0.019528900188660513, -0.05756640993153514, -0.12780385142457365, -0.10340594380107054], [7.575757575757575, -0.14986980390667926, 0.009410626991134853, -0.014135276956841553, -0.1503531232081407, -0.13151828392931994], [7.6767676767676765, -0.19355033276061606, -0.036874677952142075, -0.017912050135356933, -0.10489454428271527, -0.13925486661323855], [7.777777777777778, -0.2336388529371917, -0.05487491455175636, -0.03230123441675054, -0.13244167056931685, -0.1650485446389775], [7.878787878787879, -0.25196095716939015, -0.032513514296916755, 0.016223537849482855, -0.1130261058216951, -0.19542989365057156], [7.979797979797979, -0.220246542481095, -0.010437056889443127, 0.06120536271599096, -0.1333910116372773, -0.19481234782610815], [8.080808080808081, -0.2592795042924607, -0.04273367847712779, 0.0720083000189702, -0.15073385682408372, -0.18120120602653697], [8.181818181818182, -0.3047243109367145, -0.09071764618811841, 0.04024545232677595, -0.1503633143560101, -0.21475064781654427], [8.282828282828282, -0.25758349461483904, -0.13060046807828368, 0.01689719097032061, -0.19014000845944445, -0.22264696284218208], [8.383838383838384, -0.28764612595250927, -0.10434201652547372, 0.027405957741159462, -0.19638080784959805, -0.24997268337426645], [8.484848484848484, -0.320213339895706, -0.1452740029313934, 0.062150822218259245, -0.23000588676946243, -0.20126518387950182], [8.585858585858587, -0.3286319648673182, -0.13815134154940759, 0.03318012114310999, -0.2614398413875613, -0.15434768441529376], [8.686868686868687, -0.3230522034736079, -0.1183687067997613, -0.014777438963707534, -0.22202308531271708, -0.11633568425813369], [8.787878787878787, -0.336870602953267, -0.13905635769717248, -0.0394495507467411, -0.26225436457586787, -0.13663385817888435], [8.88888888888889, -0.3539204491036708, -0.11043204700742938, -0.06590622427352841, -0.30733353682936704, -0.10374093994019656], [8.98989898989899, -0.37269175561037443, -0.08795952093738282, -0.07711698344367127, -0.2723125047397964, -0.13237405012574147], [9.09090909090909, -0.38426734865793144, -0.06748987700274349, -0.0988207603704015, -0.23527062931413592, -0.1474926257500554], [9.191919191919192, -0.4303538360301218, -0.06985844303352327, -0.09696020784175012, -0.2778031248707663, -0.1534142541872889], [9.292929292929292, -0.4029239843943294, -0.1077834089867474, -0.060743295072960994, -0.24998370788738672, -0.10547914913002138], [9.393939393939394, -0.40334428735225114, -0.12200729959602938, -0.07655591007687747, -0.20744721080313144, -0.10837435572056328], [9.494949494949495, -0.40090430540334066, -0.11532177383547706, -0.029139441734493468, -0.25024992216520836, -0.12086723136781251], [9.595959595959595, -0.39085223554282533, -0.09733227739046708, -0.02375677529624281, -0.29503256637570285, -0.07634747054615115], [9.696969696969697, -0.4037250541089211, -0.09458476444464829, -0.03414364730678048, -0.2745201630883748, -0.027935286909318686], [9.797979797979798, -0.38656083207047137, -0.0883993653268611, -0.05497831726944701, -0.23277602681289325, -0.0004735886676581133], [9.8989898989899, -0.4115516619906451, -0.10705877271775582, -0.049571385639361934, -0.25750154558439814, -0.04201590572112202], [10.0, -0.3647131066875382, -0.07292799812951825, -0.06582516435464675, -0.2708152237866127, -0.020370041304541547]]}, \"id\": \"el96414543909264\"});\n",
" })\n",
" });\n",
"}\n",
"</script>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 5,
"text": [
"<IPython.core.display.HTML at 0x10e6cefd0>"
]
}
],
"prompt_number": 5
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## fill between test"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"\n",
"np.random.seed(100)\n",
"N_paths = 2\n",
"N_steps = 100\n",
"\n",
"x = np.linspace(0, 10, 100)\n",
"y = 0.1 * (np.random.random((N_paths, N_steps)) - 0.5)\n",
"y = y.cumsum(1)\n",
"\n",
"fig = plt.figure()\n",
"ax = fig.add_subplot(1,1,1)\n",
"\n",
"element = ax.fill_between(x,y.T[:,0], y.T[:,1], alpha=0.1)\n",
"\n",
"plugins.connect(fig, InteractiveLegendPlugin([[element]], ['a']))\n",
"\n",
"mpld3.display()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \n",
"</style>\n",
"\n",
"<div id=\"fig_el964145360315046728534949\"></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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145360315046728534949\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.30000000000000004, 0.30000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [], \"id\": \"el96414536893136\", \"ydomain\": [-0.30000000000000004, 0.30000000000000004], \"collections\": [{\"paths\": [[[[0.0, 0.027828921544984855], [0.0, 0.0043404941790965434], [0.10101010101010101, -0.017822567311523842], [0.20202020202020202, -0.025370808236610535], [0.30303030303030304, 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\"pathtransforms\": [], \"pathcoordinates\": \"data\", \"offsetcoordinates\": \"display\", \"zorder\": 1, \"xindex\": 0, \"alphas\": [0.1], \"facecolors\": [\"#0000FF\"]}], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414544056080\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\"], \"alpha_unsel\": 0.2, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, 0.0]]}, \"id\": \"el96414536031504\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145360315046728534949\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.30000000000000004, 0.30000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [], \"id\": \"el96414536893136\", \"ydomain\": [-0.30000000000000004, 0.30000000000000004], \"collections\": [{\"paths\": [[[[0.0, 0.027828921544984855], [0.0, 0.0043404941790965434], [0.10101010101010101, -0.017822567311523842], [0.20202020202020202, -0.025370808236610535], [0.30303030303030304, 0.009106804995379834], [0.40404040404040403, -0.04042130938552291], [0.5050505050505051, -0.07826439730721149], [0.6060606060606061, -0.06118948883453362], [0.7070707070707071, -0.028604213324028856], [0.8080808080808081, -0.06493355435553355], [0.9090909090909091, -0.05742422141280855], [1.0101010101010102, -0.018292025981582145], [1.1111111111111112, -0.047371813769863186], [1.2121212121212122, -0.07883899181485568], [1.3131313131313131, -0.11800130276843017], [1.4141414141414141, -0.14603155350593094], [1.5151515151515151, -0.09816917503519398], [1.6161616161616161, -0.06700086012626166], [1.7171717171717171, -0.09980675885300225], [1.8181818181818181, -0.06818428398041826], [1.9191919191919191, -0.09077690927624835], [2.0202020202020203, -0.09760649090993617], [2.121212121212121, -0.053603508947698705], [2.2222222222222223, -0.021838571070025965], [2.323232323232323, -0.038227376057936094], [2.4242424242424243, -0.07068633068370242], [2.525252525252525, -0.0834031260547101], 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[4.94949494949495, -0.17523043793672366], [5.05050505050505, -0.1277297885760649], [5.151515151515151, -0.08924445922695434], [5.252525252525253, -0.10329367483326411], [5.353535353535354, -0.0934077802456894], [5.454545454545454, -0.10792821907995942], [5.555555555555555, -0.12390919754289484], [5.656565656565657, -0.15610109859231436], [5.757575757575758, -0.18233167772990932], [5.858585858585858, -0.22784544948383179], [5.959595959595959, -0.22730230652025285], [6.0606060606060606, -0.23967706109051656], [6.161616161616162, -0.2303965209929279], [6.262626262626262, -0.21740233343417817], [6.363636363636363, -0.2531423019895498], [6.4646464646464645, -0.2097581720429079], [6.565656565656566, -0.16512018396199776], [6.666666666666667, -0.1548905181889112], [6.767676767676767, -0.1661138901562481], [6.8686868686868685, -0.17979508974531314], [6.96969696969697, -0.20936056205844872], [7.070707070707071, -0.2316840559188152], [7.171717171717171, -0.2570304677984602], [7.2727272727272725, -0.28966966762443974], [7.373737373737374, -0.2430086981757074], [7.474747474747475, -0.19730743814042756], [7.575757575757575, -0.18751006970753548], [7.6767676767676765, -0.16437999440154322], [7.777777777777778, -0.1803414721177996], [7.878787878787879, -0.22113591178007574], [7.979797979797979, -0.22478610988636097], [8.080808080808081, -0.22391622056254157], [8.181818181818182, -0.2650702032622525], [8.282828282828282, -0.26226668093044775], [8.383838383838384, -0.21305087727939492], [8.484848484848484, -0.22354728410357197], [8.585858585858587, -0.23998763993171515], [8.686868686868687, -0.20944258619878717], [8.787878787878787, -0.1840076867405518], [8.88888888888889, -0.20270104258170082], [8.98989898989899, -0.1892973742854733], [9.09090909090909, -0.18525691675540165], [9.191919191919192, -0.2055775416674002], [9.292929292929292, -0.24449875154915562], [9.393939393939394, -0.2632347217615813], [9.494949494949495, -0.2675368087566547], [9.595959595959595, -0.251642801734035], [9.696969696969697, -0.2762170499522632], [9.797979797979798, -0.26210692408219305], [9.8989898989899, -0.2920945633603527], [10.0, -0.27633208280745436], [10.0, 0.19214955559113572], [10.0, 0.19214955559113572], [9.8989898989899, 0.2015614233543796], [9.797979797979798, 0.23533673147955958], [9.696969696969697, 0.19509578115476295], [9.595959595959595, 0.1717962791709637], [9.494949494949495, 0.1585770727276882], [9.393939393939394, 0.15952716753929824], [9.292929292929292, 0.11414669412253198], [9.191919191919192, 0.06800694637217142], [9.09090909090909, 0.0447308858705999], [8.98989898989899, 0.08677354197356742], [8.88888888888889, 0.11147549150859501], [8.787878787878787, 0.0809026307649165], [8.686868686868687, 0.06457492606330367], [8.585858585858587, 0.06727652700648157], [8.484848484848484, 0.03158697416598], [8.383838383838384, 0.051643172271509774], [8.282828282828282, 0.0765597702883373], [8.181818181818182, 0.0878425075054734], [8.080808080808081, 0.051844951810907085], [7.979797979797979, 0.03114060224199277], [7.878787878787879, -0.016766432306394116], [7.777777777777778, 0.019741695440366004], [7.6767676767676765, 0.047914469667550565], [7.575757575757575, 0.04589840096375824], [7.474747474747475, 0.012136826477577259], [7.373737373737374, -0.03402736389988732], [7.2727272727272725, -9.869157383355504e-07], [7.171717171717171, 0.004395107323649269], [7.070707070707071, 0.041092238386291766], [6.96969696969697, 0.07973848086442414], [6.8686868686868685, 0.05863468154337439], [6.767676767676767, 0.043131160943442146], [6.666666666666667, 0.05875720741990371], [6.565656565656566, 0.07121328266370489], [6.4646464646464645, 0.04420430537173533], [6.363636363636363, 0.02126825926879121], [6.262626262626262, -0.018639372210579916], [6.161616161616162, -0.017823663236985306], [6.0606060606060606, -0.012949525643168744], [5.959595959595959, 0.016229750337228992], [5.858585858585858, 0.034096557136347634], [5.757575757575758, 0.04812874687629401], [5.656565656565657, 0.05395796491941972], [5.555555555555555, 0.04621382763663498], [5.454545454545454, 0.06525484585996452], [5.353535353535354, 0.06656569762305217], [5.252525252525253, 0.04490708831021819], [5.151515151515151, 0.03543908142004765], [5.05050505050505, 0.04436201411751665], [4.94949494949495, 0.07539466122630169], [4.848484848484849, 0.08671011903452266], [4.747474747474747, 0.11838221897146509], [4.646464646464646, 0.11011283745647521], [4.545454545454545, 0.06021961057215401], [4.444444444444445, 0.08603360197452878], [4.343434343434343, 0.04173757748302619], [4.242424242424242, 0.0744225865021531], [4.141414141414141, 0.0720239030533218], [4.040404040404041, 0.05557575845692779], [3.9393939393939394, 0.0945709253602715], [3.8383838383838382, 0.04525918811216701], [3.7373737373737375, -0.004005035628129802], [3.6363636363636362, -0.05309431592061251], [3.5353535353535355, -0.0613287329422894], [3.4343434343434343, -0.039642768914271355], [3.3333333333333335, 0.0063573621216635665], [3.2323232323232323, 0.053702897988269375], [3.131313131313131, 0.009355188213996682], [3.0303030303030303, 0.03199889621125262], [2.929292929292929, 0.07295561739160904], [2.8282828282828283, 0.07843795450849521], [2.727272727272727, 0.07837652256419989], [2.6262626262626263, 0.09294669255356783], [2.525252525252525, 0.10265865941565361], [2.4242424242424243, 0.10344196242553862], [2.323232323232323, 0.11397193375655507], [2.2222222222222223, 0.1638320314446507], [2.121212121212121, 0.1612364378216728], [2.0202020202020203, 0.1396293387652392], [1.9191919191919191, 0.13959374909775268], [1.8181818181818181, 0.11997759261541416], [1.7171717171717171, 0.12391743050792914], [1.6161616161616161, 0.14673434559023193], [1.5151515151515151, 0.14179681942746472], [1.4141414141414141, 0.1557442943460039], [1.3131313131313131, 0.18464645247415926], [1.2121212121212122, 0.13929146748620586], [1.1111111111111112, 0.09694178496029712], [1.0101010101010102, 0.13086733010958895], [0.9090909090909091, 0.1785495164617486], [0.8080808080808081, 0.2118801033418628], [0.7070707070707071, 0.16423009064027727], [0.6060606060606061, 0.1159893076793223], [0.5050505050505051, 0.10345693190364154], [0.40404040404040403, 0.06749510233073502], [0.30303030303030304, 0.047721611579439424], [0.20202020202020202, 0.0668215767269992], [0.10101010101010101, 0.05578876140605982], [0.0, 0.027828921544984855]], [\"M\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"L\", \"Z\"]]], \"edgecolors\": [\"#000000\"], \"edgewidths\": [1.0], \"offsets\": \"data01\", \"yindex\": 1, \"id\": \"el96414544056080\", \"pathtransforms\": [], \"pathcoordinates\": \"data\", \"offsetcoordinates\": \"display\", \"zorder\": 1, \"xindex\": 0, \"alphas\": [0.1], \"facecolors\": [\"#0000FF\"]}], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414544056080\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\"], \"alpha_unsel\": 0.2, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, 0.0]]}, \"id\": \"el96414536031504\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145360315046728534949\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.30000000000000004, 0.30000000000000004], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [], \"id\": \"el96414536893136\", \"ydomain\": [-0.30000000000000004, 0.30000000000000004], \"collections\": [{\"paths\": [[[[0.0, 0.027828921544984855], [0.0, 0.0043404941790965434], [0.10101010101010101, -0.017822567311523842], [0.20202020202020202, -0.025370808236610535], [0.30303030303030304, 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\"pathtransforms\": [], \"pathcoordinates\": \"data\", \"offsetcoordinates\": \"display\", \"zorder\": 1, \"xindex\": 0, \"alphas\": [0.1], \"facecolors\": [\"#0000FF\"]}], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414544056080\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\"], \"alpha_unsel\": 0.2, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, 0.0]]}, \"id\": \"el96414536031504\"});\n",
" })\n",
" });\n",
"}\n",
"</script>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 6,
"text": [
"<IPython.core.display.HTML at 0x10e6656d0>"
]
}
],
"prompt_number": 6
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## scatterplot test"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"nr_elements = 5\n",
"\n",
"fig, ax = plt.subplots()\n",
"elements = []\n",
"for i in range(nr_elements):\n",
" x = np.random.rand(100)\n",
" y = np.random.rand(100)\n",
" \n",
" element = ax.scatter(x,y, color=next(ax2._get_lines.color_cycle), alpha=0.1, marker='+')\n",
" elements.append([element])\n",
"\n",
"labels = [\"{}\".format(i) for i in range(nr_elements)]\n",
"plugins.connect(fig, InteractiveLegendPlugin(elements, labels))\n",
"mpld3.display()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \n",
"</style>\n",
"\n",
"<div id=\"fig_el964145365718566516616349\"></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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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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" }(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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145365718566516616349\", {\"axes\": [{\"xlim\": [-0.20000000000000001, 1.2000000000000002], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [-0.20000000000000001, 1.2000000000000002], \"ylim\": [-0.20000000000000001, 1.2000000000000002], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 9, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [], \"id\": \"el96414536113616\", \"ydomain\": [-0.20000000000000001, 1.2000000000000002], \"collections\": [{\"paths\": [[[[-0.5, 0.0], [0.5, 0.0], [0.0, -0.5], [0.0, 0.5]], [\"M\", \"L\", \"M\", \"L\"]]], \"edgecolors\": 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" });\n",
" });\n",
"}else{\n",
" // require.js not available: dynamically load d3 & mpld3\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/d3.v3.min.js\", function(){\n",
" mpld3_load_lib(\"https://mpld3.github.io/js/mpld3.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145365718566516616349\", {\"axes\": [{\"xlim\": [-0.20000000000000001, 1.2000000000000002], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [-0.20000000000000001, 1.2000000000000002], \"ylim\": [-0.20000000000000001, 1.2000000000000002], \"paths\": [], \"sharey\": [], \"sharex\": [], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 9, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [], \"markers\": [], \"id\": \"el96414536113616\", \"ydomain\": [-0.20000000000000001, 1.2000000000000002], \"collections\": [{\"paths\": [[[[-0.5, 0.0], [0.5, 0.0], [0.0, -0.5], [0.0, 0.5]], [\"M\", \"L\", \"M\", \"L\"]]], \"edgecolors\": [\"#BFBF00\"], \"edgewidths\": [1.0], \"offsets\": \"data01\", \"yindex\": 1, \"id\": \"el96414543884048\", \"pathtransforms\": [[4.969039949999533, 0.0, 0.0, 4.969039949999533, 0.0, 0.0]], \"pathcoordinates\": \"display\", \"offsetcoordinates\": \"data\", \"zorder\": 1, \"xindex\": 0, \"alphas\": [0.1], \"facecolors\": [\"#BFBF00\"]}, {\"paths\": [[[[-0.5, 0.0], [0.5, 0.0], [0.0, -0.5], [0.0, 0.5]], [\"M\", \"L\", \"M\", \"L\"]]], \"edgecolors\": [\"#000000\"], \"edgewidths\": [1.0], \"offsets\": \"data02\", \"yindex\": 1, \"id\": \"el96414543955920\", \"pathtransforms\": [[4.969039949999533, 0.0, 0.0, 4.969039949999533, 0.0, 0.0]], \"pathcoordinates\": \"display\", \"offsetcoordinates\": \"data\", \"zorder\": 1, \"xindex\": 0, \"alphas\": [0.1], \"facecolors\": [\"#000000\"]}, {\"paths\": [[[[-0.5, 0.0], [0.5, 0.0], [0.0, -0.5], [0.0, 0.5]], [\"M\", \"L\", \"M\", \"L\"]]], \"edgecolors\": [\"#0000FF\"], \"edgewidths\": [1.0], \"offsets\": \"data03\", \"yindex\": 1, \"id\": 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0.5197517077112073], [0.49582198590367044, 0.2962341178657576], [0.8004912055691525, 0.45572905099809846], [0.8594363114449111, 0.03866652012956684], [0.21295603224034498, 0.5990030248885009], [0.43726884144766365, 0.0004867594752598903], [0.42161750906258955, 0.5018135936855311], [0.0547173770819418, 0.5017261216916143]]}, \"id\": \"el96414536571856\"});\n",
" })\n",
" });\n",
"}\n",
"</script>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 7,
"text": [
"<IPython.core.display.HTML at 0x10fd220d0>"
]
}
],
"prompt_number": 7
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## one legend affecting elements in two axes"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"N_paths = 1\n",
"N_steps = 100\n",
"\n",
"x1 = np.linspace(0, 10, 100)\n",
"dy1 = 0.1 * (np.random.random((N_paths, N_steps)) - 0.5)\n",
"y1 = dy1.cumsum(1)\n",
"\n",
"x2 = np.linspace(0, 10, 100)\n",
"dy2 = 0.1 * (np.random.random((N_paths, N_steps)) - 0.5)\n",
"y2 = dy2.cumsum(1)\n",
"\n",
"fig, ax = plt.subplots(2, 1, sharex=True, sharey=False)\n",
"\n",
"l1 = ax[0].plot(x1, dy1.T, lw=4, alpha=0.1, c='b', label='a')\n",
"l2 = ax[0].plot(x2, dy2.T, lw=4, alpha=0.2, c='r', label='b')\n",
"\n",
"l1 += ax[1].plot(x1, y1.T, lw=4, alpha=0.1, c='b', label='a')\n",
"l2 += ax[1].plot(x2, y2.T, lw=4, alpha=0.2, c='r', label='b')\n",
"\n",
"plugins.connect(fig, InteractiveLegendPlugin(plot_elements=[l1,l2], labels=[\"a\", \"b\"]))\n",
"mpld3.display() "
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"\n",
"<style>\n",
"\n",
" .legend-box {\n",
" cursor: pointer; \n",
" }\n",
" \n",
"</style>\n",
"\n",
"<div id=\"fig_el964145439591208474220495\"></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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145439591208474220495\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.059999999999999998, 0.059999999999999998], \"paths\": [], \"sharey\": [], \"sharex\": [\"el96414560449168\"], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": \"\", \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 7, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414543960720\"}, {\"color\": \"#FF0000\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565017296\"}], \"markers\": [], \"id\": \"el96414536160400\", \"ydomain\": [-0.059999999999999998, 0.059999999999999998], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.54772727272727284, 0.77500000000000002, 0.35227272727272718]}, {\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.5, 0.20000000000000007], \"paths\": [], \"sharey\": [], \"sharex\": [\"el96414536160400\"], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565050384\"}, {\"color\": \"#FF0000\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565051536\"}], \"markers\": [], \"id\": \"el96414560449168\", \"ydomain\": [-0.5, 0.20000000000000007], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.12500000000000011, 0.77500000000000002, 0.35227272727272724]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414543960720\", \"el96414565050384\"], [\"el96414565017296\", \"el96414565051536\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\", \"b\"], 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" }(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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145439591208474220495\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.059999999999999998, 0.059999999999999998], \"paths\": [], \"sharey\": [], \"sharex\": [\"el96414560449168\"], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": \"\", \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 7, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414543960720\"}, {\"color\": \"#FF0000\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565017296\"}], \"markers\": [], \"id\": \"el96414536160400\", \"ydomain\": [-0.059999999999999998, 0.059999999999999998], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.54772727272727284, 0.77500000000000002, 0.35227272727272718]}, {\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.5, 0.20000000000000007], \"paths\": [], \"sharey\": [], \"sharex\": [\"el96414536160400\"], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565050384\"}, {\"color\": \"#FF0000\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565051536\"}], \"markers\": [], \"id\": \"el96414560449168\", \"ydomain\": [-0.5, 0.20000000000000007], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.12500000000000011, 0.77500000000000002, 0.35227272727272724]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414543960720\", \"el96414565050384\"], [\"el96414565017296\", \"el96414565051536\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\", \"b\"], \"alpha_unsel\": 0.2, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, -0.04568725387245053, -0.038179522814420046, -0.04568725387245053, -0.038179522814420046], [0.10101010101010101, 0.042684888736392895, 0.03140722634423122, -0.0030023651360576373, -0.0067722964701888225], [0.20202020202020202, -0.007032334122971651, -0.015944204187132573, -0.010034699259029289, -0.022716500657321396], [0.30303030303030304, 0.01309861183627159, 0.029935242196388247, 0.003063912577242301, 0.007218741539066851], [0.40404040404040403, -0.040427621844734134, 0.04487278229798502, -0.03736370926749183, 0.05209152383705187], [0.5050505050505051, -0.019277744427546796, 0.03943866639567004, -0.056641453695038625, 0.09153019023272191], [0.6060606060606061, -0.03524752370960093, -0.019883397890276645, -0.09188897740463955, 0.07164679234244527], [0.7070707070707071, -0.013668168165249062, 0.026095609511327125, -0.10555714556988861, 0.09774240185377239], [0.8080808080808081, -0.013691678049785383, 0.008783480296563118, -0.119248823619674, 0.10652588215033551], [0.9090909090909091, -0.0226851435363324, 0.008042171171361513, -0.1419339671560064, 0.11456805332169702], [1.0101010101010102, -0.009566548163283228, -0.044289087390566285, -0.15150051531928962, 0.07027896593113073], [1.1111111111111112, -0.017555902534309387, 0.0017051351317842413, -0.169056417853599, 0.07198410106291497], [1.2121212121212122, 0.024459413507499084, -0.028718142621272792, -0.14459700434609993, 0.04326595844164218], [1.3131313131313131, 0.008720012140656963, 0.04630421660494675, -0.13587699220544297, 0.08957017504658893], [1.4141414141414141, 0.04868090759112832, -0.006827676821999662, -0.08719608461431465, 0.08274249822458926], [1.5151515151515151, -0.031017743650840382, 0.011051332456708973, -0.11821382826515503, 0.09379383068129823], [1.6161616161616161, -0.01717796886131582, 0.006713147260363695, -0.13539179712647084, 0.10050697794166193], [1.7171717171717171, 0.016825446857564343, -0.0030058180084755804, -0.1185663502689065, 0.09750115993318635], [1.8181818181818181, 0.0004761428032478588, 0.013804806976781837, -0.11809020746565864, 0.11130596690996819], [1.9191919191919191, -0.01794021759048462, -0.04070039953010534, -0.13603042505614327, 0.07060556737986284], [2.0202020202020203, 0.009089925003298338, -0.03543341740923147, -0.12694050005284493, 0.035172149970631374], [2.121212121212121, -0.04549863564456455, -0.027309544672333198, -0.17243913569740948, 0.007862605298298176], [2.2222222222222223, 0.030653437086109625, -0.041570888271289824, -0.14178569861129986, -0.03370828297299165], [2.323232323232323, 0.02083443690542887, 0.033583572655635774, -0.12095126170587099, -0.0001247103173558778], [2.4242424242424243, -0.009609361505957238, 0.034482483615225726, -0.13056062321182824, 0.03435777329786985], [2.525252525252525, 0.01884186271559142, 0.048621130960803165, -0.11171876049623682, 0.08297890425867302], [2.6262626262626263, 0.04666012794681541, 0.004678296449652397, -0.0650586325494214, 0.08765720070832542], [2.727272727272727, -0.0060494399702841544, 0.043924726750988456, -0.07110807251970555, 0.13158192745931388], [2.8282828282828283, -0.027693264118391125, -0.04206812057692281, -0.09880133663809668, 0.08951380688239108], [2.929292929292929, 0.018204943712830025, -0.004764843596970614, -0.08059639292526666, 0.08474896328542046], [3.0303030303030303, -0.0297804339969601, -0.005784425579029917, -0.11037682692222675, 0.07896453770639054], [3.131313131313131, 0.0357130710326257, 0.014634317778972694, -0.07466375588960106, 0.09359885548536324], [3.2323232323232323, 0.04693214000612176, 0.0032095341450627205, -0.027731615883479298, 0.09680838963042597], [3.3333333333333335, -0.03875706018931018, 0.03308280039269477, -0.06648867607278948, 0.12989119002312075], [3.4343434343434343, -0.0423800307623117, -0.04002107772206172, -0.10886870683510118, 0.08987011230105903], [3.5353535353535355, -0.040193180235855844, -0.04076827227483483, -0.14906188707095702, 0.0491018400262242], [3.6363636363636362, 0.0028213943097940676, -0.048056185532197176, -0.14624049276116297, 0.0010456544940270207], [3.7373737373737375, 0.0338305880694594, 0.029447257541816575, -0.11240990469170356, 0.030492912035843596], [3.8383838383838382, 0.04426594823239391, -0.03488599488131427, -0.06814395645930965, -0.004393082845470672], [3.9393939393939394, -0.049716415319036034, -0.04194323067611662, -0.11786037177834569, -0.04633631352158729], [4.040404040404041, 0.046479293641455525, 0.019938701404156323, -0.07138107813689015, -0.02639761211743097], [4.141414141414141, -0.03351913327127477, -0.04551305216595373, -0.10490021140816493, -0.07191066428338469], [4.242424242424242, -0.00429653097387771, -0.023464909769053067, -0.10919674238204263, -0.09537557405243775], [4.343434343434343, -0.013460878952061994, 0.000418916507333833, -0.12265762133410463, -0.09495665754510392], [4.444444444444445, 0.01760659094155328, -0.046274630239352736, -0.10505103039255134, -0.14123128778445665], [4.545454545454545, -0.01760354767208071, 0.008150928295772287, -0.12265457806463205, -0.13308035948868435], [4.646464646464646, -0.01874506595142408, 0.0017660721451768892, -0.14139964401605612, -0.13131428734350747], [4.747474747474747, -0.0268937296094116, -0.007329921867069955, -0.16829337362546773, -0.13864420921057743], [4.848484848484849, -0.018872082213548236, 0.041526598212814604, -0.18716545583901598, -0.09711761099776284], [4.94949494949495, -0.033720524149328, -0.007421026672598464, -0.22088597998834397, -0.1045386376703613], [5.05050505050505, -0.037208223163732804, 0.030919074486841724, -0.25809420315207676, -0.07361956318351957], [5.151515151515151, -0.0343104701712633, -0.0440131985928528, -0.2924046733233401, -0.11763276177637237], [5.252525252525253, -0.022641691177215064, -0.04116324539366102, -0.3150463645005551, -0.1587960071700334], [5.353535353535354, 0.039572142353907463, -0.014471542809185957, -0.27547422214664763, -0.17326754997921934], [5.454545454545454, -0.041957310060989496, -0.03523120126234532, -0.31743153220763715, -0.20849875124156467], [5.555555555555555, 0.047400860854988375, 0.019223089254195126, -0.2700306713526488, -0.18927566198736953], [5.656565656565657, 0.030108066673072465, 0.02852921531926841, -0.23992260467957632, -0.16074644666810112], [5.757575757575758, 0.008062273976917046, -0.008286201519288383, -0.23186033070265927, -0.1690326481873895], [5.858585858585858, 0.0485655020684721, -0.017665222023177798, -0.18329482863418717, -0.1866978702105673], [5.959595959595959, -0.020117361950181503, 0.041610704712897455, -0.20341219058436866, -0.14508716549766984], [6.0606060606060606, 0.02864113718393063, 0.033741272570630323, -0.17477105340043803, -0.11134589292703952], [6.161616161616162, 0.039676271768755406, 0.009696017781903444, -0.13509478163168262, -0.10164987514513607], [6.262626262626262, -0.0004486536479686221, 0.024630769744877434, -0.13554343527965124, -0.07701910540025864], [6.363636363636363, 0.036602195015411544, 0.013052713864086518, -0.0989412402642397, -0.06396639153617212], [6.4646464646464645, -0.015915436011060182, -0.048543535131632544, -0.11485667627529988, -0.11250992666780466], [6.565656565656566, 0.018069549848153323, -0.033704102308741705, -0.09678712642714657, -0.14621402897654637], [6.666666666666667, -0.026347742260721965, 0.008980125706493048, -0.12313486868786853, -0.13723390327005333], [6.767676767676767, 0.01819635898833647, -0.04879319094007552, -0.10493850969953206, -0.18602709421012886], [6.8686868686868685, 0.027299894067889154, 0.02149064512408312, -0.0776386156316429, -0.16453644908604576], [6.96969696969697, -0.005514263932931263, -0.013040546735918625, -0.08315287956457416, -0.17757699582196437], [7.070707070707071, -0.03816544144616575, -0.03734943491250721, -0.12131832101073992, -0.2149264307344716], [7.171717171717171, -0.04292634986403248, -0.007957723163937036, -0.1642446708747724, -0.22288415389840863], [7.2727272727272725, 0.020045330271549856, 0.025881246370853407, -0.14419934060322254, -0.19700290752755523], [7.373737373737374, 0.0015390618147772652, -0.015304277795852328, -0.14266027878844528, -0.21230718532340756], [7.474747474747475, -0.03851241337266373, -0.046284837754572795, -0.181172692161109, -0.25859202307798035], [7.575757575757575, -0.02580100967945728, -0.025944921368302176, -0.2069737018405663, -0.2845369444462825], [7.6767676767676765, -0.0033849788937663884, -0.01566886512500254, -0.21035868073433267, -0.30020580957128506], [7.777777777777778, -0.009382009652942336, -0.02933467759910048, -0.219740690387275, -0.32954048717038553], [7.878787878787879, -0.028780396369985306, -0.036502564823828465, -0.2485210867572603, -0.366043051994214], [7.979797979797979, -0.012181224612189357, 0.009475273039741595, -0.26070231136944966, -0.3565677789544724], [8.080808080808081, 0.01666985316556433, -0.03789141370073173, -0.24403245820388533, -0.3944591926552041], [8.181818181818182, -0.03167623227132587, 0.03388159091661036, -0.2757086904752112, -0.36057760173859377], [8.282828282828282, 0.002464587170580535, 0.0012612425774723547, -0.27324410330463067, -0.3593163591611214], [8.383838383838384, 0.023617566414365257, 0.025862513705949088, -0.24962653689026543, -0.3334538454551723], [8.484848484848484, 0.026918065430378158, -0.011552821235502775, -0.22270847145988726, -0.3450066666906751], [8.585858585858587, -0.037569934940243334, -0.044372859250503965, -0.2602784064001306, -0.3893795259411791], [8.686868686868687, -0.04499655544267048, -0.040248950196136994, -0.3052749618428011, -0.4296284761373161], [8.787878787878787, 0.038827653961919374, -0.00682122923373395, -0.2664473078808817, -0.43644970537105005], [8.88888888888889, -0.02852959760227347, 0.029388526277811258, -0.2949769054831552, -0.4070611790932388], [8.98989898989899, 0.02636379599454243, -0.040586594237460895, -0.2686131094886128, -0.4476477733306997], [9.09090909090909, 0.014884013790054074, -0.033906991839118085, -0.2537290956985587, -0.4815547651698178], [9.191919191919192, 0.02129585744044429, 0.045719773259080124, -0.23243323825811443, -0.4358349919107377], [9.292929292929292, 0.03140129380314727, 0.03388889849042083, -0.20103194445496717, -0.4019460934203169], [9.393939393939394, 0.005037420458834774, 0.03398109505704496, -0.1959945239961324, -0.36796499836327196], [9.494949494949495, -0.04209990343262931, -0.039704123972772044, -0.23809442742876172, -0.407669122336044], [9.595959595959595, -0.013114634872268327, 0.018564096589862245, -0.25120906230103, -0.3891050257461818], [9.696969696969697, -0.04343026178443252, -0.04021469741957744, -0.29463932408546256, -0.4293197231657592], [9.797979797979798, -0.027640225406189448, -0.005567865577368137, -0.322279549491652, -0.4348875887431274], [9.8989898989899, -0.024898710862094244, 0.04640918840154706, -0.3471782603537462, -0.3884784003415803], [10.0, 0.04417483681506288, 0.007561368603671393, -0.3030034235386833, -0.3809170317379089]]}, \"id\": \"el96414543959120\"});\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.v0.2.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_sel\":1.0,\n",
" \"alpha_unsel\":0}\n",
" function InteractiveLegend(fig, props){\n",
" mpld3.Plugin.call(this, fig, props);\n",
" };\n",
"\n",
" InteractiveLegend.prototype.draw = function(){\n",
" console.log(this)\n",
" var alpha_sel = this.props.alpha_sel\n",
" var alpha_unsel = this.props.alpha_unsel\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",
" mpld3_elements.push(mpld3_element)\n",
" }\n",
" \n",
" obj.mpld3_elements = mpld3_elements\n",
" obj.visible = false; // must be setable from python side\n",
" legendItems.push(obj);\n",
" }\n",
" console.log(legendItems)\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+10+ax.position[0])\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)\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+10+ax.position[0] + 40})\n",
" .attr(\"y\", function(d,i) { \n",
" return ax.position[1]+ i * 25})\n",
" .text(function(d) { return d.label })\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",
" \n",
" for(var i=0; i<d.mpld3_elements.length; i++){\n",
" \n",
" var type = d.mpld3_elements[i].constructor.name\n",
" if(type ==\"mpld3_Line\"){\n",
" d3.select(d.mpld3_elements[i].path[0][0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else if(type==\"mpld3_PathCollection\"){\n",
" d3.selectAll(d.mpld3_elements[i].pathsobj[0])\n",
" .style(\"stroke-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel)\n",
" .style(\"fill-opacity\", \n",
" d.visible ? alpha_sel : alpha_unsel);\n",
" } else{\n",
" console.log(type + \" not yet supported\")\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",
" 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_el964145439591208474220495\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.059999999999999998, 0.059999999999999998], \"paths\": [], \"sharey\": [], \"sharex\": [\"el96414560449168\"], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": \"\", \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 7, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414543960720\"}, {\"color\": \"#FF0000\", \"yindex\": 2, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565017296\"}], \"markers\": [], \"id\": \"el96414536160400\", \"ydomain\": [-0.059999999999999998, 0.059999999999999998], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.54772727272727284, 0.77500000000000002, 0.35227272727272718]}, {\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-0.5, 0.20000000000000007], \"paths\": [], \"sharey\": [], \"sharex\": [\"el96414536160400\"], \"axesbgalpha\": null, \"axes\": [{\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"bottom\", \"nticks\": 6, \"tickvalues\": null}, {\"scale\": \"linear\", \"tickformat\": null, \"grid\": {\"gridOn\": false}, \"fontsize\": 10.0, \"position\": \"left\", \"nticks\": 9, \"tickvalues\": null}], \"lines\": [{\"color\": \"#0000FF\", \"yindex\": 3, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.1, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565050384\"}, {\"color\": \"#FF0000\", \"yindex\": 4, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.2, \"xindex\": 0, \"linewidth\": 4, \"data\": \"data01\", \"id\": \"el96414565051536\"}], \"markers\": [], \"id\": \"el96414560449168\", \"ydomain\": [-0.5, 0.20000000000000007], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.12500000000000011, 0.77500000000000002, 0.35227272727272724]}], \"height\": 640.0, \"width\": 960.0, \"plugins\": [{\"type\": \"reset\"}, {\"enabled\": false, \"button\": true, \"type\": \"zoom\"}, {\"enabled\": false, \"button\": true, \"type\": \"boxzoom\"}, {\"element_ids\": [[\"el96414543960720\", \"el96414565050384\"], [\"el96414565017296\", \"el96414565051536\"]], \"type\": \"interactive_legend\", \"labels\": [\"a\", \"b\"], \"alpha_unsel\": 0.2, \"ax\": null, \"alpha_sel\": 1}], \"data\": {\"data01\": [[0.0, -0.04568725387245053, -0.038179522814420046, -0.04568725387245053, -0.038179522814420046], [0.10101010101010101, 0.042684888736392895, 0.03140722634423122, -0.0030023651360576373, -0.0067722964701888225], [0.20202020202020202, -0.007032334122971651, -0.015944204187132573, -0.010034699259029289, -0.022716500657321396], [0.30303030303030304, 0.01309861183627159, 0.029935242196388247, 0.003063912577242301, 0.007218741539066851], [0.40404040404040403, -0.040427621844734134, 0.04487278229798502, -0.03736370926749183, 0.05209152383705187], [0.5050505050505051, -0.019277744427546796, 0.03943866639567004, -0.056641453695038625, 0.09153019023272191], [0.6060606060606061, -0.03524752370960093, -0.019883397890276645, -0.09188897740463955, 0.07164679234244527], [0.7070707070707071, -0.013668168165249062, 0.026095609511327125, -0.10555714556988861, 0.09774240185377239], [0.8080808080808081, -0.013691678049785383, 0.008783480296563118, -0.119248823619674, 0.10652588215033551], [0.9090909090909091, -0.0226851435363324, 0.008042171171361513, -0.1419339671560064, 0.11456805332169702], [1.0101010101010102, -0.009566548163283228, -0.044289087390566285, -0.15150051531928962, 0.07027896593113073], [1.1111111111111112, -0.017555902534309387, 0.0017051351317842413, -0.169056417853599, 0.07198410106291497], [1.2121212121212122, 0.024459413507499084, -0.028718142621272792, -0.14459700434609993, 0.04326595844164218], [1.3131313131313131, 0.008720012140656963, 0.04630421660494675, -0.13587699220544297, 0.08957017504658893], [1.4141414141414141, 0.04868090759112832, -0.006827676821999662, -0.08719608461431465, 0.08274249822458926], [1.5151515151515151, -0.031017743650840382, 0.011051332456708973, -0.11821382826515503, 0.09379383068129823], [1.6161616161616161, -0.01717796886131582, 0.006713147260363695, -0.13539179712647084, 0.10050697794166193], [1.7171717171717171, 0.016825446857564343, 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-0.14906188707095702, 0.0491018400262242], [3.6363636363636362, 0.0028213943097940676, -0.048056185532197176, -0.14624049276116297, 0.0010456544940270207], [3.7373737373737375, 0.0338305880694594, 0.029447257541816575, -0.11240990469170356, 0.030492912035843596], [3.8383838383838382, 0.04426594823239391, -0.03488599488131427, -0.06814395645930965, -0.004393082845470672], [3.9393939393939394, -0.049716415319036034, -0.04194323067611662, -0.11786037177834569, -0.04633631352158729], [4.040404040404041, 0.046479293641455525, 0.019938701404156323, -0.07138107813689015, -0.02639761211743097], [4.141414141414141, -0.03351913327127477, -0.04551305216595373, -0.10490021140816493, -0.07191066428338469], [4.242424242424242, -0.00429653097387771, -0.023464909769053067, -0.10919674238204263, -0.09537557405243775], [4.343434343434343, -0.013460878952061994, 0.000418916507333833, -0.12265762133410463, -0.09495665754510392], [4.444444444444445, 0.01760659094155328, -0.046274630239352736, 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0.007561368603671393, -0.3030034235386833, -0.3809170317379089]]}, \"id\": \"el96414543959120\"});\n",
" })\n",
" });\n",
"}\n",
"</script>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 8,
"text": [
"<IPython.core.display.HTML at 0x10e60d690>"
]
}
],
"prompt_number": 8
}
],
"metadata": {}
}
]
}
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