notebooks/sliderPlugin.ipynb

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  {
   "cells": [
    {
     "cell_type": "heading",
     "level": 1,
     "metadata": {},
     "source": [
      "Adding HTML elements to figures"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "This notebook contains examples how to add HTML elements to figures and create interaction between Javascript and Python code.\n",
      "\n",
      "**Note**: this notebook makes interactive calculation when slider position is changed, so you need to download this notebook to see any changes in plot."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%matplotlib inline\n",
      "import matplotlib.pylab as plt\n",
      "import mpld3\n",
      "mpld3.enable_notebook()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 1
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Simple example: slider plugin"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "We add a simple slider HTML element ``<input type=\"range\">`` to our figure. When slider position is changed, we call ``kernel.execute()`` and pass updated value to Python function ``runCalculation()``. In this simple example we just update the frequency $\\omega$ of $\\sin(\\omega x)$."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "class SliderView(mpld3.plugins.PluginBase):\n",
      "    \"\"\" Add slider and JavaScript / Python interaction. \"\"\"\n",
      "\n",
      "    JAVASCRIPT = \"\"\"\n",
      "    mpld3.register_plugin(\"sliderview\", SliderViewPlugin);\n",
      "    SliderViewPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
      "    SliderViewPlugin.prototype.constructor = SliderViewPlugin;\n",
      "    SliderViewPlugin.prototype.requiredProps = [\"idline\", \"callback_func\"];\n",
      "    SliderViewPlugin.prototype.defaultProps = {}\n",
      "\n",
      "    function SliderViewPlugin(fig, props){\n",
      "        mpld3.Plugin.call(this, fig, props);\n",
      "    };\n",
      "\n",
      "    SliderViewPlugin.prototype.draw = function(){\n",
      "      var line = mpld3.get_element(this.props.idline);\n",
      "      var callback_func = this.props.callback_func;\n",
      "\n",
      "      var div = d3.select(\"#\" + this.fig.figid);\n",
      "\n",
      "      // Create slider\n",
      "      div.append(\"input\").attr(\"type\", \"range\").attr(\"min\", 0).attr(\"max\", 10).attr(\"step\", 0.1).attr(\"value\", 1)\n",
      "          .on(\"change\", function() {\n",
      "              var command = callback_func + \"(\" + this.value + \")\";\n",
      "              console.log(\"running \"+command);\n",
      "              var callbacks = { 'iopub' : {'output' : handle_output}};\n",
      "              var kernel = IPython.notebook.kernel;\n",
      "              kernel.execute(command, callbacks, {silent:false});\n",
      "          });\n",
      "\n",
      "      function handle_output(out){\n",
      "        //console.log(out);\n",
      "        var res = null;\n",
      "        // if output is a print statement\n",
      "        if (out.msg_type == \"stream\"){\n",
      "          res = out.content.data;\n",
      "        }\n",
      "        // if output is a python object\n",
      "        else if(out.msg_type === \"pyout\"){\n",
      "          res = out.content.data[\"text/plain\"];\n",
      "        }\n",
      "        // if output is a python error\n",
      "        else if(out.msg_type == \"pyerr\"){\n",
      "          res = out.content.ename + \": \" + out.content.evalue;\n",
      "          alert(res);\n",
      "        }\n",
      "        // if output is something we haven't thought of\n",
      "        else{\n",
      "          res = \"[out type not implemented]\";  \n",
      "        }\n",
      "\n",
      "        // Update line data\n",
      "        line.data = JSON.parse(res);\n",
      "        line.elements()\n",
      "          .attr(\"d\", line.datafunc(line.data))\n",
      "          .style(\"stroke\", \"black\");\n",
      "\n",
      "       }\n",
      "\n",
      "    };\n",
      "    \"\"\"\n",
      "\n",
      "    def __init__(self, line, callback_func):\n",
      "        self.dict_ = {\"type\": \"sliderview\",\n",
      "                      \"idline\": mpld3.utils.get_id(line),\n",
      "                      \"callback_func\": callback_func}"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import numpy as np\n",
      "\n",
      "def updateSlider(val1):\n",
      "    t = np.linspace(0, 10, 500)\n",
      "    y = np.sin(val1*t)\n",
      "    return map(list, list(zip(list(t), list(y))))\n",
      "\n",
      "fig, ax = plt.subplots(figsize=(8, 4))\n",
      "\n",
      "t = np.linspace(0, 10, 500)\n",
      "y = np.sin(t)\n",
      "ax.set_xlabel('Time')\n",
      "ax.set_ylabel('Amplitude')\n",
      "\n",
      "# create the line object\n",
      "line, = ax.plot(t, y, '-k', lw=3, alpha=0.5)\n",
      "ax.set_ylim(-1.2, 1.2)\n",
      "ax.set_title(\"Slider demo\")\n",
      "\n",
      "mpld3.plugins.connect(fig, SliderView(line, callback_func=\"updateSlider\"))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "\n",
        "<style>\n",
        "\n",
        "</style>\n",
        "\n",
        "<div id=\"fig_el54941400945468073125152164669\"></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(\"sliderview\", SliderViewPlugin);\n",
        "    SliderViewPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
        "    SliderViewPlugin.prototype.constructor = SliderViewPlugin;\n",
        "    SliderViewPlugin.prototype.requiredProps = [\"idline\", \"callback_func\"];\n",
        "    SliderViewPlugin.prototype.defaultProps = {}\n",
        "\n",
        "    function SliderViewPlugin(fig, props){\n",
        "        mpld3.Plugin.call(this, fig, props);\n",
        "    };\n",
        "\n",
        "    SliderViewPlugin.prototype.draw = function(){\n",
        "      var line = mpld3.get_element(this.props.idline);\n",
        "      var callback_func = this.props.callback_func;\n",
        "\n",
        "      var div = d3.select(\"#\" + this.fig.figid);\n",
        "\n",
        "      // Create slider\n",
        "      div.append(\"input\").attr(\"type\", \"range\").attr(\"min\", 0).attr(\"max\", 10).attr(\"step\", 0.1).attr(\"value\", 1)\n",
        "          .on(\"change\", function() {\n",
        "              var command = callback_func + \"(\" + this.value + \")\";\n",
        "              console.log(\"running \"+command);\n",
        "              var callbacks = { 'iopub' : {'output' : handle_output}};\n",
        "              var kernel = IPython.notebook.kernel;\n",
        "              kernel.execute(command, callbacks, {silent:false});\n",
        "          });\n",
        "\n",
        "      function handle_output(out){\n",
        "        //console.log(out);\n",
        "        var res = null;\n",
        "        // if output is a print statement\n",
        "        if (out.msg_type == \"stream\"){\n",
        "          res = out.content.data;\n",
        "        }\n",
        "        // if output is a python object\n",
        "        else if(out.msg_type === \"pyout\"){\n",
        "          res = out.content.data[\"text/plain\"];\n",
        "        }\n",
        "        // if output is a python error\n",
        "        else if(out.msg_type == \"pyerr\"){\n",
        "          res = out.content.ename + \": \" + out.content.evalue;\n",
        "          alert(res);\n",
        "        }\n",
        "        // if output is something we haven't thought of\n",
        "        else{\n",
        "          res = \"[out type not implemented]\";  \n",
        "        }\n",
        "\n",
        "        // Update line data\n",
        "        line.data = JSON.parse(res);\n",
        "        line.elements()\n",
        "          .attr(\"d\", line.datafunc(line.data))\n",
        "          .style(\"stroke\", \"black\");\n",
        "\n",
        "       }\n",
        "\n",
        "    };\n",
        "    \n",
        "       mpld3.draw_figure(\"fig_el54941400945468073125152164669\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"hanging\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Time\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.5, -0.080645161290322578], \"rotation\": -0.0, \"id\": \"el5494140094546329232\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Amplitude\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.071131552419354843, 0.5], \"rotation\": -90.0, \"id\": \"el5494140094546464144\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Slider demo\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 12.0, \"position\": [0.5, 1.0224014336917562], \"rotation\": -0.0, \"id\": \"el5494140094546140496\"}], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-1.2, 1.2], \"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\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.5, \"xindex\": 0, \"linewidth\": 3, \"data\": \"data01\", \"id\": \"el5494140094546807248\"}], \"markers\": [], \"id\": \"el5494140094546325648\", \"ydomain\": [-1.2, 1.2], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 640.0, \"plugins\": [{\"type\": 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[9.879759519038076, -0.43944574824260235], [9.899799599198396, -0.4573576899693173], [9.919839679358716, -0.4750859607936063], [9.939879759519037, -0.49262344119485596], [9.959919839679358, -0.509963088272242], [9.97995991983968, -0.5270979385730965], [10.0, -0.5440211108893698]]}, \"id\": \"el5494140094546807312\"});\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(\"sliderview\", SliderViewPlugin);\n",
        "    SliderViewPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
        "    SliderViewPlugin.prototype.constructor = SliderViewPlugin;\n",
        "    SliderViewPlugin.prototype.requiredProps = [\"idline\", \"callback_func\"];\n",
        "    SliderViewPlugin.prototype.defaultProps = {}\n",
        "\n",
        "    function SliderViewPlugin(fig, props){\n",
        "        mpld3.Plugin.call(this, fig, props);\n",
        "    };\n",
        "\n",
        "    SliderViewPlugin.prototype.draw = function(){\n",
        "      var line = mpld3.get_element(this.props.idline);\n",
        "      var callback_func = this.props.callback_func;\n",
        "\n",
        "      var div = d3.select(\"#\" + this.fig.figid);\n",
        "\n",
        "      // Create slider\n",
        "      div.append(\"input\").attr(\"type\", \"range\").attr(\"min\", 0).attr(\"max\", 10).attr(\"step\", 0.1).attr(\"value\", 1)\n",
        "          .on(\"change\", function() {\n",
        "              var command = callback_func + \"(\" + this.value + \")\";\n",
        "              console.log(\"running \"+command);\n",
        "              var callbacks = { 'iopub' : {'output' : handle_output}};\n",
        "              var kernel = IPython.notebook.kernel;\n",
        "              kernel.execute(command, callbacks, {silent:false});\n",
        "          });\n",
        "\n",
        "      function handle_output(out){\n",
        "        //console.log(out);\n",
        "        var res = null;\n",
        "        // if output is a print statement\n",
        "        if (out.msg_type == \"stream\"){\n",
        "          res = out.content.data;\n",
        "        }\n",
        "        // if output is a python object\n",
        "        else if(out.msg_type === \"pyout\"){\n",
        "          res = out.content.data[\"text/plain\"];\n",
        "        }\n",
        "        // if output is a python error\n",
        "        else if(out.msg_type == \"pyerr\"){\n",
        "          res = out.content.ename + \": \" + out.content.evalue;\n",
        "          alert(res);\n",
        "        }\n",
        "        // if output is something we haven't thought of\n",
        "        else{\n",
        "          res = \"[out type not implemented]\";  \n",
        "        }\n",
        "\n",
        "        // Update line data\n",
        "        line.data = JSON.parse(res);\n",
        "        line.elements()\n",
        "          .attr(\"d\", line.datafunc(line.data))\n",
        "          .style(\"stroke\", \"black\");\n",
        "\n",
        "       }\n",
        "\n",
        "    };\n",
        "    \n",
        "         mpld3.draw_figure(\"fig_el54941400945468073125152164669\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"hanging\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Time\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.5, -0.080645161290322578], \"rotation\": -0.0, \"id\": \"el5494140094546329232\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Amplitude\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.071131552419354843, 0.5], \"rotation\": -90.0, \"id\": \"el5494140094546464144\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Slider demo\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 12.0, \"position\": [0.5, 1.0224014336917562], \"rotation\": -0.0, \"id\": \"el5494140094546140496\"}], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-1.2, 1.2], \"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\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.5, \"xindex\": 0, \"linewidth\": 3, \"data\": \"data01\", \"id\": \"el5494140094546807248\"}], \"markers\": [], \"id\": \"el5494140094546325648\", \"ydomain\": [-1.2, 1.2], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 640.0, \"plugins\": [{\"type\": 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0.8348742064690758], [8.45691382765531, 0.8236764281735933], [8.47695390781563, 0.812147868530844], [8.496993987975952, 0.8002931573109174], [8.517034068136272, 0.7881170552635628], [8.537074148296593, 0.7756244522063128], [8.557114228456914, 0.7628203650607748], [8.577154308617233, 0.7497099358378803], [8.597194388777554, 0.736298429572892], [8.617234468937875, 0.7225912322110194], [8.637274549098196, 0.7085938484444636], [8.657314629258517, 0.6943118995017825], [8.677354709418838, 0.6797511208904538], [8.697394789579159, 0.6649173600935442], [8.71743486973948, 0.6498165742214111], [8.737474949899799, 0.6344548276193799], [8.75751503006012, 0.6188382894323492], [8.77755511022044, 0.6029732311273244], [8.797595190380761, 0.5868660239748446], [8.817635270541082, 0.5705231364903367], [8.837675350701403, 0.5539511318364162], [8.857715430861724, 0.5371566651871765], [8.877755511022043, 0.520146481055531], [8.897795591182364, 0.5029274105846679], [8.917835671342685, 0.48550636880473225], 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[9.418837675350701, 0.005940250482940325], [9.438877755511022, -0.014099327563189943], [9.458917835671341, -0.03413324344101134], [9.478957915831662, -0.05415345170275396], [9.498997995991983, -0.07415191240550292], [9.519038076152304, -0.0941205943399772], [9.539078156312625, -0.11405147825579219], [9.559118236472946, -0.13393656008192145], [9.579158316633267, -0.15376785414106262], [9.599198396793588, -0.17353739635661652], [9.619238476953907, -0.19323724745098983], [9.639278557114228, -0.21285949613394742], [9.659318637274549, -0.23239626227970794], [9.67935871743487, -0.25183970009154116], [9.69939879759519, -0.27118200125257047], [9.719438877755511, -0.2904153980615259], [9.739478957915832, -0.3095321665521854], [9.759519038076151, -0.32852462959525197], [9.779559118236472, -0.3473851599814287], [9.799599198396793, -0.3661061834844305], [9.819639278557114, -0.3846801819027346], [9.839679358717435, -0.40309969607882395], [9.859719438877756, -0.42135732889472005], [9.879759519038076, -0.43944574824260235], [9.899799599198396, -0.4573576899693173], [9.919839679358716, -0.4750859607936063], [9.939879759519037, -0.49262344119485596], [9.959919839679358, -0.509963088272242], [9.97995991983968, -0.5270979385730965], [10.0, -0.5440211108893698]]}, \"id\": \"el5494140094546807312\"});\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(\"sliderview\", SliderViewPlugin);\n",
        "    SliderViewPlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
        "    SliderViewPlugin.prototype.constructor = SliderViewPlugin;\n",
        "    SliderViewPlugin.prototype.requiredProps = [\"idline\", \"callback_func\"];\n",
        "    SliderViewPlugin.prototype.defaultProps = {}\n",
        "\n",
        "    function SliderViewPlugin(fig, props){\n",
        "        mpld3.Plugin.call(this, fig, props);\n",
        "    };\n",
        "\n",
        "    SliderViewPlugin.prototype.draw = function(){\n",
        "      var line = mpld3.get_element(this.props.idline);\n",
        "      var callback_func = this.props.callback_func;\n",
        "\n",
        "      var div = d3.select(\"#\" + this.fig.figid);\n",
        "\n",
        "      // Create slider\n",
        "      div.append(\"input\").attr(\"type\", \"range\").attr(\"min\", 0).attr(\"max\", 10).attr(\"step\", 0.1).attr(\"value\", 1)\n",
        "          .on(\"change\", function() {\n",
        "              var command = callback_func + \"(\" + this.value + \")\";\n",
        "              console.log(\"running \"+command);\n",
        "              var callbacks = { 'iopub' : {'output' : handle_output}};\n",
        "              var kernel = IPython.notebook.kernel;\n",
        "              kernel.execute(command, callbacks, {silent:false});\n",
        "          });\n",
        "\n",
        "      function handle_output(out){\n",
        "        //console.log(out);\n",
        "        var res = null;\n",
        "        // if output is a print statement\n",
        "        if (out.msg_type == \"stream\"){\n",
        "          res = out.content.data;\n",
        "        }\n",
        "        // if output is a python object\n",
        "        else if(out.msg_type === \"pyout\"){\n",
        "          res = out.content.data[\"text/plain\"];\n",
        "        }\n",
        "        // if output is a python error\n",
        "        else if(out.msg_type == \"pyerr\"){\n",
        "          res = out.content.ename + \": \" + out.content.evalue;\n",
        "          alert(res);\n",
        "        }\n",
        "        // if output is something we haven't thought of\n",
        "        else{\n",
        "          res = \"[out type not implemented]\";  \n",
        "        }\n",
        "\n",
        "        // Update line data\n",
        "        line.data = JSON.parse(res);\n",
        "        line.elements()\n",
        "          .attr(\"d\", line.datafunc(line.data))\n",
        "          .style(\"stroke\", \"black\");\n",
        "\n",
        "       }\n",
        "\n",
        "    };\n",
        "    \n",
        "                 mpld3.draw_figure(\"fig_el54941400945468073125152164669\", {\"axes\": [{\"xlim\": [0.0, 10.0], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"hanging\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Time\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.5, -0.080645161290322578], \"rotation\": -0.0, \"id\": \"el5494140094546329232\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Amplitude\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.071131552419354843, 0.5], \"rotation\": -90.0, \"id\": \"el5494140094546464144\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Slider demo\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 12.0, \"position\": [0.5, 1.0224014336917562], \"rotation\": -0.0, \"id\": \"el5494140094546140496\"}], \"zoomable\": true, \"images\": [], \"xdomain\": [0.0, 10.0], \"ylim\": [-1.2, 1.2], \"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\": \"#000000\", \"yindex\": 1, \"coordinates\": \"data\", \"dasharray\": \"10,0\", \"zorder\": 2, \"alpha\": 0.5, \"xindex\": 0, \"linewidth\": 3, \"data\": \"data01\", \"id\": \"el5494140094546807248\"}], \"markers\": [], \"id\": \"el5494140094546325648\", \"ydomain\": [-1.2, 1.2], \"collections\": [], \"xscale\": \"linear\", \"bbox\": [0.125, 0.125, 0.77500000000000002, 0.77500000000000002]}], \"height\": 320.0, \"width\": 640.0, \"plugins\": [{\"type\": 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        "            })\n",
        "         });\n",
        "}\n",
        "</script>"
       ],
       "metadata": {},
       "output_type": "display_data",
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OHj1KWVmZ2V62bFnQ71exdOlSkpOTAWP2waeffkp9fb29QQUQJXsv+OKLL576xh3II+89\nlZyczMKFC812fn6+rt+L9LI7d+6wZcsWsz1lyhTmzp1rY0S+ERYWxrp168zei4cPH/L555/r+r2H\nlOx72ZkzZywj0pctW8bIkSNtjMi3FixYwJgxYwDj2/cnn3xCQ0ODzVGJBIfW1lY2bdpEc3MzAAMH\nDmTVqlVB3WvoLjY21jLl9+zZs5SWltoYUeBQsu9F9fX1bN682WxPnjw5JL5xuwsLC+Mb3/iG2ZNR\nW1urb98ivWT//v1cv34deNJr2L6aZaiYMGGC5fr9rl27uHHjho0RBQYl+17idDrZunWreQ2pf//+\nQTUFpjvi4uIs375Pnz7N0aNHbYxIJPBdvXrVMg5m8eLFQTWNtzvy8vIYPnw4YPR2fPLJJ7S0tNgc\nlX9Tsu8lVVVVnDp1ymyvXr06JK7TP8vEiRMtO1jt2LFD0/FEeqipqckyw2XMmDGW6jbUREREsG7d\nOnP+/e3bt8nPz7c3KD+nZN8L7t+/z44dO8z2nDlzSElJsTEi/7B06VISEhIAY/WrLVu2qDtfpAd2\n7dplrsIZHR3NmjVrCAsL7T/fAwcOZOnSpWa7sLCQa9eu2RiRfwvtfy29wOl0snnzZnPd+8TERMs/\nwFAWFRVl6c4/d+4clZWVNkYkEniqq6st0+xWrFhBfHy8jRH5jzlz5lim43322Wfqzn8GJfsXVFVV\nZS7u4HA4WLNmDVFRUTZH5T/GjBlDRkaG2d65cycPHjywMSKRwNHc3GwZ9Juamsr06dNtjMi/OBwO\nVq9ebf7NVXf+synZv4C6ujq++OILs52RkUFSUpKNEfmnvLw8Bg4cCEBjYyPbtm1Td76IBwoKCszu\n+5iYGF599dWQHPTblYSEBHXne0DJ/gXs3LnTnEMeHx/PokWLbI7IP0VGRvL666+bf6TOnj1rGcwo\nIk/7+uuvKSoqMttLly41d4ATq9mzZzN27FjA6M7fsmWLluvuQMm+h86ePcvx48fN9sqVK9V934Wk\npCRmz55ttnfs2KGtKkWeoa2tjc2bN5sJKzk5mZkzZ9oclf9yOBysWrXK3AToxo0bHDp0yOao/IuS\nfQ80NjaydetWs52Wlsb48eNtjCgw5OXlERsbCxhLXe7du9fmiET8U0lJibnkdkREREitktdTCQkJ\nluW69+3bp/FBbpTse6CgoMCcM96vXz9efvllmyMKDDExMbzyyitm+/Dhw1y9etXGiET8T21trWWQ\nWW5uLomJifYFFECysrIYPHgwYKxN4D4lOtQp2XfT7du3KSkpMdsvv/wyffv2tTGiwDJ58mQmTJgA\n6NqaSGd27dpFU1MTAEOGDAnpxXO6Kzw8nNdee81snz59mjNnztgYkf9Qsu8Gp9PJ9u3bLatYTZs2\nzeaoAovD4eDVV181V766efOmZeMgkVB24cIFy1igFStWEB4ebmNEgWfMmDHMmDHDbG/fvt3cOCiU\nKdl3w4kTJ7h48SJgbPiiaTA9Ex8f/9S1Ne1LLaGutbWV7du3m+3p06ebC8ZI9yxdutTscX3w4AGF\nhYU2R2Q/JXsPNTY2WubUz507lyFDhtgYUWDLyMgw594/fvxYg/Uk5BUXF3Pnzh3AWBJXK3H2XN++\nfcnLyzPbhYWFIT9YT8neQ/v37+fhw4eAsadybm6uvQEFuIiICJYvX262KyoqzK07RULNw4cPKSgo\nMNuLFi3SnPoXNGPGDHNnvObmZnbt2mVzRPZSsvfAvXv3LIPyli1bRkxMjI0RBYcJEybw0ksvAcZ4\niB07dmhlPQlJX375pXldeejQocydO9fmiAJfWFiYZfbPiRMnuHTpko0R2UvJ3gO7d++mtbUVMBaH\n0aC83rN8+XJzANKVK1e0772EnOvXr1s2iHr55ZdDfke73jJ69GimTp1qtnfs2BGys3/s/he1HDgN\nnAN+2MnjucAD4Ijr+L99FplLdXW1ZWnX5cuXa1BeL0pMTCQrK8ts79mzRyNnJWQ4nU7LWKCJEycy\nbtw4GyMKPkuXLjVn/9y4cYOKigqbI7KHnck+HPgFRsKfDKwHJnXyvAJghuv4Lz6LjqdPxOnTpzNy\n5EhfhhAScnJyzOuTDx8+pLi42OaIRHzj1KlTZtdyWFgYy5Ytszmi4DNgwACys7PN9t69e809TUKJ\nncl+LnAeqAaagQ+B1Z08z7YyuqqqylyyMjIy0jK6U3pPVFSUZROhgwcPUldXZ2NEIt7X0tLC7t27\nzfbcuXPNGSrSu7KysoiPjwfg0aNH7N+/3+aIfM/OZD8SuOLWvuq6z50TyAKqgO0YPQA+0dTUxJdf\nfmm2s7KyGDBggK8+PuSkp6ebUxmbmprYt2+fzRGJeNehQ4eoqakBoE+fPpa1J6R3RUZGWqYylpaW\ncv/+fRsj8j07k70nw64rgCQgDfg58JlXI3JTVFRkmWo3f/58X310SOrYhVlRUcGtW7dsjEjEe+rr\n6y3VZW5uLn369LExouA3efJkRo0aBRgLGIXa2h4RNn72NYxE3i4Jo7p399Dt9g7gX4BE4F7HN3v3\n3XfN27m5uS80D762ttay4lJeXp62r/WBlJQUxo8fz1dffYXT6WT37t28/fbbdocl0usKCgpobGwE\nYNCgQZbtn8U7HA4Hy5Yt47333gPg6NGjZGZmmnPx/V1+fr5lg6TusnNYeQRwBsgDrgOlGIP0Trk9\nZyhwC6MXYC7wEZDcyXs5e3N+9pYtWygvLwdg2LBhfP/739dUGB+5efMmv/zlL8359u+8845GJ0tQ\nuXfvHr/4xS/MKWAbNmww15sQ7/vwww85ffo0AGPHjuWdd94JyBlWrpg9DtzODNYC/AD4AjgJbMRI\n9H/uOgDWAceASuBnwFveDurOnTscOXLEbC9btkyJ3oeGDh1Kenq62d61a1fIzouV4LRv3z7LZlrt\nu0CKbyxZssT8m37x4kW++uormyPyDbuz2A5gIpAC/L3rvl+5DoD/AUwF0jEG6pV0fIPe5n4ijhs3\nTlWlDRYtWmSZF+u+C5hIILtx4wbHjh0z20uWLAnIqjKQDRo0iJkzZ5rt3bt3h0RBYXey9yvXr1/n\nxIkTZltT7ewRFxdn2cN737595gqGIoFsz5495u3U1FSSkpK6eLZ4S25urjkO6+bNmyGxcqeSvRv3\nqXaTJ0/WAjo2ysrKMkcn19TUWC6tiASi6upqzp8/DxjXWxcvXmxzRKErNjbWsnLn3r17aWlpsTEi\n71Oyd7lw4YJ57SYsLEwnos1iYmIsq14VFBRoGV0JWE6n01LVp6WlaYtsm2VlZdGvXz/AmIFVVlZm\nc0TepWSPcSK6V/Xp6ekMGjTIxogEjBXF3JfRLS0ttTkikZ45ffo0V68aM4vDw8O1RbYfiIqKYsGC\nBWb7wIEDNDU12RiRdynZY5yI165dA4x91nUi+ofIyEjLyXjw4EEeP35sY0Qi3dfW1mZZwGXu3Lnm\n0q1ir1mzZpkro9bX1wd1QRHyyb6trc1S1c+dO5e4uDgbIxJ3M2fOJCEhAYCGhgZtkiMBp6qqitu3\nbwMQHR1NTk6OzRFJu4iICEtBUVhYGLQFRcgn+6qqKu7cuQMYJ6L7dWKxX3h4uGWTnOLiYurr622M\nSMRzLS0tllXPsrKy6Nu3r30ByVPS09NJTEwEgrugCOlk39raajkR58+frxPRD02dOtWySc7Bgwdt\njkjEM0eOHOHBgwcA9OvXzzKlVPxDxzEUxcXFPHr0yL6AvCSkk737idi3b18yMjJsjkg603F2xOHD\nh83/byL+qqWlhQMHDpjt+fPna48NPxUKBUXIJvuWlhbLrlM6Ef3bxIkTzR2rOv6/E/FHFRUV1NbW\nAsa87jlz5tgckTxLWFiY5XJhaWmpuetpsAjZZH/kyBHzROzXr59ORD/ncDgsKxoeOXIk5PajlsDR\n3Nxsqeqzs7PNJaDFP6WmpjJixAjg6V6ZYBCSyb5jZZidna2qPgAkJyczZswYwJhFEWwnowSP8vJy\nszLs378/s2bNsjkieZ6OqxqWl5cHVUERksne/USMjY3VXtIBwuFwWAbSqLoXf9Tc3Gy55puTk6Oq\nPkCMHz+e0aNHA8YA7mAqKEIu2Xc8EdW9FlhU3Yu/O3z4MHV1dYCxqZP7Dmvi3xwOh+XafWVlZdAU\nFCGX7NW9FthU3Ys/a2pqorCw0Gzn5OQQERFhY0TSXe4FRWtra9CMzA+pZK+qPjiouhd/dfjwYXPR\npwEDBjBjxgybI5LucjgcLFy40Gy7T9EOZCGV7MvKyszuNVX1gUvVvfijxsZGS1W/YMECVfUBauzY\nsZZr98FQ3YdMsm9ublb3WhAZO3YsycnJgKp78Q+lpaXmymvx8fGkp6fbHJH0VMfq3n3NhEAVMsle\ng2aCj6p78ReNjY0UFRWZ7QULFhAeHm5jRPKixo0bR1JSEhAc1b0nyb4f8P8A/+ZqTwBe81pEXqCq\nPjglJydbqnutqid2OXz4MA0NDQAkJCSQlpZmc0TyojpeLiwvLw/o6t6TZP9roAnIcrWvA3/ntYi8\noLy8XINmgpT7yVhZWUlNTY19wUhIam5utuyUlpOTo6o+SIwbN85cpjvQq3tPkv144CcYCR8goPYX\nbWlpsVT12dnZquqDSMfqXtfuxdc6FhOq6oNHx+q+oqIiYNfM9yTZNwJ93NrjXfcFhMrKSstqearq\ng4/7yVhVVRUU02QkMHRWTKiqDy7jx49n5MiRgPH/O1Cre0+S/bvATmAU8AdgL/BDL8bUazp2u8yf\nP19VfRDquAiG+x9fEW9SMRH8Ort2H4jVvSfJfhfwDeB7GMl+FrDPm0H1lmPHjpkjtPv27at59UFs\nwYIF5u2Kigpz5oWIt6iYCB0pKSmWHfECsaDoKtnPAma6jtEYA/O+dt32+3lrHa/fZmZmame7IDZu\n3DhLV5v7NCgRbzh69KiKiRDRWXXfPk4jUHSV7P/JdfwLcAhj6t3/dN3+H94P7cWcPHmSu3fvAhAT\nE6P96oOcw+GwVPdlZWXmAicivU3FROiZMGECw4YNA4wZGCUlJTZH1D1dJftcYBFGRT8To9KfBcxw\n3ee3nE6nZc71vHnziImJsTEi8YWXXnqJoUOHAsaGJIF2MkrgOHHiBPfu3QOMYmLu3Lk2RyTe1rGg\nKC0t5fHjxzZG1D2eXLNPBY65tY8Dk7wTTu84c+YMt27dAiAqKop58+bZHJH4QseT8dChQwF1Mkpg\ncDqdlqo+IyOD6OhoGyMSX5k0aRKDBg0CjFUTS0tLbY7Ic54k+6PA/+JJpf9vQJUXY3ohHav6OXPm\n0LdvXxsjEl8K5JNRAsPp06dVTIQoh8NBTk6O2S4uLqapqamLV/gPT5L994CTwH8A/sp1+3veDOpF\nfPXVV1y/blxliIiIIDMz0+aIxJfCwsIsJ2NJSUnAnIzi/zoWE3PnzqVPnz5dvEKCzbRp00hISACg\noaGBsrIymyPyjCfJvgH4b8Aa1/FTwC/7Rp1OJwUFBWZ71qxZxMbG2hiR2GHq1Knmyfjo0SPKy8tt\njkiCxblz5/j6668BiIyMVDERgsLCwsjOzjbbRUVFtLS02BiRZzxJ9hc7OS54M6ieunTpEleuXAEg\nPDyc+fPn2xyR2KHj//vCwsKAOBnFv3Ws6mfNmkW/fv1sjEjskpaWRlxcHAB1dXUcOXLE5oiez5Nk\nP8ftyAH+O/CBN4PqKfcTMT093fyfIaEnPT2d/v37A4FzMop/u3jxIlevXgVUTIS6iIgIsrKyzPbB\ngwdpbW21MaLn8yTZ33E7rgI/A171ZlA9ceXKFS5cMDocOnazSOiJiIiw/DEOhJNR/Jt7MTFz5kzz\ny6SEJveenQcPHnD06FGbI+qaJ8nefSW92cC/B/xupwf3E9F9AIWErkA7GcV/Xbp0ierqasAoJlTV\nS2RkJBkZGWb74MGDtLW12RhR1zxJ9v/kdvw9RvL/pjeD6olz584BT0+NkNDVcQDVgQMH/PpkFP/l\nXkykpaURHx9vYzTiL+bOnWsu2Hb37l1Onjxpc0TP5kmy/3cY8+sXAUuBP+PJ3vZ+Z8qUKeY8a5E5\nc+aYU6Pu3bvHiRMnbI5IAs21a9f46quvAKOY0CVCaRcdHW1ZZ2H//v04nU4bI3o2T5L9nzy8ryeW\nA6eBczxRtikGAAAabUlEQVR729x/dj1ehbFUb5dU1Yu7QDoZxT+5V/VTp05l4MCBNkYj/mbevHnm\nvgi3bt3izJkzNkfUua6S/SSMrW3jgbWu22uB7wK9sdB8OPALjIQ/GVjP08vwrgBSgAnA94F/7eoN\nU1NTzbXRRdrNmzfPXM709u3bnD592uaIJFDcuHHD8sfbfTlmETB2PJw9e7bZPnDggF8WFF0l+4nA\nSmCA6+drrp8zMbryX9Rc4DxQDTQDHwKrOzxnFfC+6/YhjC8ez8zmquqlM3369LHseqjqXjzlvgb+\npEmTGDx4sI3RiL/KysoiIiICMC77tM8M8yddJfvPMKr41zCWx20//grojc3CRwJX3NpXXfc97zmj\nOnuzlJQUcz9zkY4yMzOJjIwE4Ouvv+b8+fM2RyT+7s6dO5YBV6rq5VliY2OZOXOm2Xa/9OMvIrp4\n7IfAT4ANrsOdEyPpvwhPSyuHJ68rLy83/4Dn5uaSm5vb88gk6PTr149Zs2aZ294WFBSQkpKCw9Hx\nn5eI4eDBg2YP0IQJExg+fLjNEYk/mz9/PmVlZbS1tXHp0iUuXbrEmDFjeu398/Pzyc/P7/Hru0r2\n7V9pO1tYvDf6QK8BSW7tJIzKvavnjHLd95Sf/vSnvRCSBLOsrCwOHz5Ma2srV69epbq6mrFjx9od\nlvih+/fvW9ZlUFUvzzNgwADS0tLM1ToPHDjQq8m+YxH7t3/7t916fVfd+FtcP3/TyfF+J8/vrjKM\ngXfJQBTwJrC5w3M2A++4bmcA94GbvfDZEoLi4uKYMePJhA5/7GoT/+C+QEpycjJJSUnPeYUIZGdn\nm72F58+f59q1TmtTWzwv2T/r6JiUe6IF+AHwBUYvwkbgFPDnrgNgO8amO+eBXwH/Wy98roSw7Oxs\nwsKMf/YXL17k8uXLNkck/ubhw4eWvRRU1YunBg4cyNSpU822+wBPu3XVjf9PXTzWW0OZd7gOd7/q\n0P5BL32WCPHx8UyfPp3KykrAOBnffvttm6MSf1JUVGTuozBq1Chd6pFuycnJ4dixYwCcPn2amzdv\n+sWU8K4q+3y3oxioAe5ijMQveNaLRPxdTk6O2dV27tw5rl+/bnNE4i/q6+spKysz2wsWLNAgTumW\nIUOGkJqaarb9pbr3ZAW9VzG60f8ZYxGcrzAWuxEJSAMHDmTKlClm219ORrFfSUkJzc3NAAwbNowJ\nEybYHJEEIvdLPydOnODOnTs2RmPwJNn/N4x18Re6jlxAQ98loLkvwHTq1Clu3bplYzTiDx4/fkxp\naanZdu8BEumOESNGmF8UnU4nBw8etDkiz5J9LUZl3+6C6z6RgDV06FC/7GoT+5SWltLY2AjAoEGD\nmDSp4+rdIp5zr+6PHj1KTU2NjdF4luzLMUbFf9d1bMWYNrfWdYgEJPeT8fjx49y9e9fGaMROTU1N\n5oJLYFT17bM2RHoiKSnJHNzZ1tZme3Xvyb/mGOAWT7rxb7vuW+k6RALSiBEjSElJAfynq03sUVZW\nxqNHjwBjxob79CmRnnIvKCorK3nw4IFtsXQ19a7dd70dhIhdFixYYC6zXFVVxcKFC4mPj7c5KvGl\nlpYWioqebPeRnZ1NeHi4jRFJsEhOTmb06NFcvnyZ1tZWioqKeOWVV2yJxZPKfhzGgLxP6d1FdURs\nN3r0aEtXW2Fhoc0Ria8dOXKEuro6APr37096errNEUmwcDgcluq+vLzc/Lfma54k+8+Ai8DPMRba\naT9EgoL7yVhRUcHDhw9tjEZ8qbW11XL5Zv78+eZWpSK9Yfz48YwYMQJ4uhfJlzxJ9o8x5tjv5cki\nO1pUR4KG+9rnra2tqu5DyNGjR83rqH379rVsUyrSGzpW9+7jQ3zJk2T/c+BdIBOY6XaIBIXOutrq\n6+ttjEh8oeMI6czMTKKiomyMSILVxIkTzSVzm5qaKC4u9nkMniT7KcCfAf+AuvElSKWkpJj7lTc3\nN9tyMopvnTx50pxuGRMTw5w5c2yOSIJVx4KitLSUhoYGn8bgSbJ/AxiLMe1ukdshEjT84WQU33E6\nnZYtjufNm0dMTIyNEUmwmzRpEoMGDQKgsbHRslqjL3iS7I8BCd4ORMRuqampDB48GDC62g4dOmRz\nROIt7kskR0VFMW/ePJsjkmAXFhZmWaa7pKTEXLHRJ5/vwXMSgNPALjT1ToJYx+r+0KFDPj0ZxTec\nTicFBU/GGM+dO5e+ffvaGJGEimnTppGQYNTODQ0NHD582Gef7Umy/zGwBvg7jGv1h4EUbwYlYpcp\nU6aQmJgI+P5kFN84deoUN2/eBIyqPjMz0+aIJFR0rO6Li4vNXRa9/tkePCcfY+Ob14D3gcXAv3ox\nJhHb2Hkyivd1rOrnzJlDv379bIxIQk1aWhoDBgwAoL6+nvLycp98blfJfiLGlLtTwM+Ay4ADY4vb\nn3s7MBG7TJ8+3XIylpWV2RyR9JbTp0+bVX1kZCRZWVk2RyShJjw8nPnz55vtwsJCWlpavP65XSX7\nUxjz6V8GFmAk+FavRyRis/DwcLKzs832wYMHaWpqsjEi6Q2dXatXVS92mDlzJv379wfg4cOHVFRU\neP0zu0r2a4EGYD/wSyAPo7IXCXozZsxQdR9kzpw5w40bNwBV9WKviIgIS3V/4MABr18u7CrZfwa8\nCUwFDgD/BzAY43r9Mq9GJWKziIgIy7X7wsJCVfcBzOl0kp+fb7Z1rV7sNmvWLEt17+1r954M0KsD\nPsAYoJcEHAF+5M2gRPzBjBkzzO1u6+vrfb4IhvQeVfXibyIjI5+6XOjN6t6TZO/uHvA/MUbkiwS1\n8PBwS3VfVFSkefcBqOO1+tmzZxMbG2tjRCKGWbNmERcXB0BdXZ1Xp/p2N9mLhJT09HRzEYxHjx6p\nug9AZ8+e5euvvwaevlYqYidfXi5UshfpQnh4uGVVPVX3gaWzefWq6sWfdBwM7K3qXsle5DmmT59u\nWeJSa+YHjjNnznD9+nVAVb34p4iICEtBUVhY6JWCQsle5DnCw8NZuHCh2S4qKuLx48c2RiSeaGtr\nY+/evWZbVb34K19cLlSyF/HA9OnTGThwIACPHz+mpKTE5ojkeU6cOGHZ2c595LOIP+nscmFvFxRK\n9iIeCAsLs5yMJSUl2u/ej7W2trJv3z6znZGRoXn14temT59u2YSrty8XKtmLeGjatGmW6r64uNjm\niORZqqqquHfvHgAxMTGaVy9+r+PlwuLi4l6t7pXsRTwUFhZGbm6u2S4pKaGurs6+gKRTLS0tlhH4\n8+fPJyYmxsaIRDzTsaAoKirqtfdWshfphilTpjB06FAAmpqaOHDggM0RSUfl5eU8ePAAgH79+jFv\n3jybIxLxTMeCori4uNcKCiV7kW4ICwsjLy/PbJeVlVFTU2NjROKuqamJ/fv3m+2cnByioqJsjEik\ne6ZOnWoWFM3NzZZeqhehZC/STRMmTGD06NHA0wPBxF6lpaXU19cDEBcXx+zZs22OSKR7HA4HS5Ys\nMdvl5eXm+JMXoWQv0k0dT8Zjx45x8+ZNGyMSMK5xFhYWmu2FCxcSERFhY0QiPZOSksKYMWMAY72I\n3igolOxFemD06NG89NJLgLEk65dffmlzRFJUVGROh0xMTCQ9Pd3miER6xuFwsHTpUrN97Ngxc3+H\nnlKyF+mhvLw8HA4HYGy2cvnyZZsjCl21tbWWqZCLFi0iPDzcxohEXsyoUaNITU012y9aUNiV7BOB\n3cBZYBcQ/4znVQNHgSOAthsTvzJ06FCmTZtmtvfs2YPT6bQxotC1b98+cy/w4cOHM3XqVJsjEnlx\n7gXF+fPnuXjxYo/fy65k/yOMZP8S8KWr3RknkAvMAOb6JDKRbnCvIC9fvsy5c+dsjij03Lx5k8rK\nSrO9bNky8w+kSCAbPHiw5XLUixQUdiX7VcD7rtvvA6938VydteK3EhISLCO+9+zZQ1tbm40RhR73\nP4ATJkxg7NixNkck0ntyc3PNgabXrl3j9OnTPXofu5L9UKB9+PJNV7szTmAPUAb8mQ/iEuk297nc\nt27d4siRIzZHFDouXLhg9qZ0nCUhEgwGDBjA3LlPOrb37NlDa2trt9/Hm8l+N3Csk2NVh+c5XUdn\n5mN04b8C/CWQ45VIRV5AbGysZZ/0vXv3emU/arFyOp3s3r3bbKenp5uLkYgEk+zsbHPJ57t371Je\nXt7t9/DmJNSlXTx2ExgG3ACGA7ee8bz2uQa3gU8xrtt3uj7pu+++a97Ozc21LDko4m1ZWVmUl5dT\nW1tLfX09Bw4cUJXpZcePHzenI0VGRrJo0SKbIxLxjr59+9KvXz927twJwMGDB7v9HnatOLEZ+A7w\nE9fPzzp5Tl8gHHgI9AOWAX/7rDd0T/YivhYZGcmSJUvYtGkTYGySM3v2bOLjnzXRRF5Ec3Mze/bs\nMdsZGRnExcXZGJGId/3FX/wFbW1t5vLc3Z2KZ9c1+3/AqPzPAotdbYARwDbX7WEYVXwlcAjYijFN\nT8QvTZs2jZEjRwLGzmvuyUh6V2FhobnZTd++fS2XUUSCUURExAv1FtqV7O8BSzCm3i0D7rvuvw68\n6rp9AUh3HVOBv/dxjCLd4nA4ePnll8328ePHuXLlio0RBacHDx5YlsXNy8vTFrYSEiZPnkxSUlKP\nXqsV9ER60ejRo5kyZYrZ3rlzpxba6WW7du2yLKAzY8YMmyMS8Y2OBUV3KNmL9LIlS5aYC+1cu3aN\no0eP2hxR8KiurubEiRNme/ny5YSF6c+YhI5Ro0aRk9P9iWk6S0R6WUJCApmZmWZ79+7dPH782MaI\ngkNbW5s5GhmMfb/bdwYTCSV5eXndfo2SvYgX5OTk0L9/fwDq6urIz8+3N6AgUFFRwY0bNwBj9oP7\nrmAi0jUlexEviI6OtlxbKy0t1Z73L6ChoYG9e/ea7ZycHAYMGGBjRCKBRclexEumTJlirtPe1tbG\n9u3bNVivh/bs2cOjR48AiI+Pt1wmEZHnU7IX8RKHw8GKFSvMAWSXLl3i2LFjNkcVeC5fvmxZHnT5\n8uVERkbaGJFI4FGyF/GiwYMHW6rQXbt20dDQYGNEgaW1tZWtW7ea7YkTJ5KammpjRCKBSclexMsW\nLFhgLuVaV1dn2bxFulZcXMytW8bWGVFRUaxYscLmiEQCk5K9iJdFR0dbklRFRQUXL160MaLAUFNT\nY5nFsGjRIg3KE+khJXsRH0hNTWXy5Mlme8uWLeYqcPI0p9PJtm3baGlpAWDYsGHMmzfP5qhEApeS\nvYiPrFixwlzD/d69e5p734XKykrOnz8PGAMdV65cqZXyRF6Azh4RH4mNjWXZsmVmu6ioiOvXr9sY\nkX968OCBZaW8efPmmbsJikjPKNmL+NCMGTPMufdOp5PPPvvM7KoW43eyZcsWGhsbARg4cGCPlgYV\nESslexEfau+Sbp8nfuvWLb788kubo/IfR44csXTfr169WnPqRXqBkr2IjyUmJlq680tKSjQ6H6P7\n/osvvjDbGRkZjB492saIRIKHkr2IDWbPnk1KSgrwpDs/lHfGa2trY9OmTZbu+8WLF9sclUjwULIX\nsUF7F3WfPn0Ao6rdsWOHzVHZZ//+/Vy6dAmAsLAwXn/9dXXfi/QiJXsRm/Tv35+VK1ea7aqqKo4e\nPWpjRPaorq6moKDAbOfm5pKUlGRjRCLBR8lexEaTJ08mLS3NbG/ZsoXbt2/bGJFvPXr0iE2bNpm7\nASYnJ5OdnW1zVCLBR8lexGYrVqxg0KBBADQ3N/PRRx/R1NRkc1Te53Q6+fzzz6mtrQWgb9++rF27\nVovniHiBzioRm0VHR/PNb37TvEZ9+/Zttm7dala7wergwYOcOXPGbK9evdrcMEhEepeSvYgfGDJk\nCK+++qrZPnr0qGUP92Bz/vx59u7da7YzMjKYOHGijRGJBDclexE/kZ6ezowZM8z29u3bqa6uti8g\nL6mpqeGTTz4xey7GjBnD0qVLbY5KJLgp2Yv4kRUrVjBs2DDAmHv+0UcfUVNTY3NUvefx48f88Y9/\npKGhAYC4uDjeeOMNwsPDbY5MJLgp2Yv4kcjISNavX09sbCxgjFb/wx/+EBQL7rS2trJx40Zu3boF\nQHh4OG+++ab53yoi3qNkL+JnBgwYwFtvvUVERARgDNj78MMPA3rDnPYNbtyXBX799de1m52IjyjZ\ni/ihUaNGsWrVKrNdXV3NJ598Qltbm41R9dzevXuprKw024sXL2batGk2RiQSWpTsRfzU9OnTWbJk\nidk+depUQE7JO3DgAAcOHDDbM2bMICcnx8aIREKPkr2IH5s/fz6ZmZlmu6Kigm3btgVMwi8pKbFs\n4Ttx4kRee+01HA6HjVGJhB4lexE/5nA4WLZsmWVJ3bKyMrZs2eL3Cb+wsJCdO3ea7XHjxmnkvYhN\nIuwOQES61r5DntPpNDfKqaiooKWlhdWrV/td8nQ6nezdu9fSdZ+UlGQZdCgivhUsfWlOf69yRF5U\nW1sbn3/+OVVVVeZ948aN45vf/CYxMTE2RvZEa2sr27dvt6z+l5yczPr164mOjrYxMpHg4roU5nEO\nV7IXCSBtbW1s27bNkkyHDBnC+vXrSUhIsDEyY02Ajz76yLLq30svvcQbb7yhvelFepmSvUiQczqd\nHDx40DLwLSYmhjVr1ti2vvz169f5+OOPLav9TZ8+3S8vM4gEAyV7kRBx9OhRPv/8c1pbW837MjMz\nWbx4sc8q6ba2NoqKiti7d6+5BoDD4SAvL4/58+dr1L2IlyjZi4SQq1ev8vHHH/PgwQPzvsTERFau\nXMnYsWO9+tk3b95k+/btXLp0ybwvKiqKtWvXkpqa6tXPFgl1SvYiIaahoYFPP/2Us2fPWu6fNm0a\nixYtIjExsVc/79GjRxQUFHD48GHLin6jRo1i7dq1vf55IvK0QEn2bwDvAqnAHKDiGc9bDvwMCAf+\nF/CTZzxPyV5CmtPppKKigt27d1s2zQkLCyM9PZ2MjAyGDBnyQp9RW1tLcXEx5eXlNDU1WT4jJyeH\nhQsXEhampTtEfCFQkn0q0Ab8CvhrOk/24cAZYAlwDTgMrAdOdfJcJXsR4OHDh+zYsYOTJ08+9VhS\nUhJpaWmkpKQQHx/v0fs1NDRw9uxZjh07xoULF55am3/cuHG88sorDB48uFfiFxHPBEqyb7ePZyf7\nTODHGNU9wI9cP/+hk+cq2Yu4uXLlCl9++aVlGpy7gQMHMmzYMAYNGkR8fLw5B765uZmHDx9y9+5d\nrl69yu3btzt9/dChQ1m4cCGTJk3SIDwRG3Q32fvzclYjgStu7avAPJtiEQkoSUlJfOc73+HSpUsc\nPnyYU6dOWaryu3fvcvfu3W6/b3JyMllZWUyYMEFJXiSAeDPZ7waGdXL/fwa2ePD6bpXq7777rnk7\nNzeX3Nzc7rxcJOg4HA6Sk5NJTk6mrq6O48ePc/78eaqrq2lpafHoPcLCwhg+fDiTJk1i6tSpHnf/\ni0jvys/PJz8/v8evt/ureVfd+BkYg/jau/H/BuM6f2eD9NSNL+Kh5uZmbty4wZ07d7h79y4PHz40\nB9xFREQQGxvLgAEDGD58OCNGjNDqdyJ+KBC78Z8VbBkwAUgGrgNvYgzQE5EXEBkZSVJSEklJSXaH\nIiI+Ytc8mTUY1+MzgG3ADtf9I1xtgBbgB8AXwElgI52PxBcREZEu2N2N31vUjS8iIiGju934WgFD\nREQkyCnZi4iIBDklexERkSCnZC8iIhLklOxFRESCnJK9iIhIkFOyFxERCXJK9iIiIkFOyV5ERCTI\nKdmLiIgEOSV78ciLbK0ontHv2Df0e/Y+/Y79j5K9eEQnr/fpd+wb+j17n37H/kfJXkREJMgp2YuI\niAS5YNnithJIszsIERERH6kC0u0OQkREREREREREREREQt5y4DRwDvihzbEEqyRgH3ACOA78lb3h\nBLVw4Aiwxe5AglQ88CfgFHASyLA3nKD0Nxh/K44BfwCi7Q0naLwH3MT4vbZLBHYDZ4FdGP++g1I4\ncB5IBiIxBulNsjOgIDWMJ4NAYoEz6PfsLf8R+ADYbHcgQep94N+5bkcAA2yMJRglAxd4kuA3At+x\nLZrgkgPMwJrs/yvwn1y3fwj8g6+D8pVMYKdb+0euQ7zrMyDP7iCC0ChgD7AIVfbeMAAjEYn3JGIU\nAwkYX6a2AEtsjSi4JGNN9qeBoa7bw1ztZwrkefYjgStu7auu+8R7kjG+XR6yOY5g9FPg/wLa7A4k\nSI0FbgO/BiqAfwP62hpR8LkH/BNwGbgO3Mf4AiveMRSjax/Xz6FdPDegk73T7gBCTCzG9c7/ANTZ\nHEuweQ24hXG9PljWvvA3EcBM4F9cP+tRT2BvGw/87xhFwQiMvxlv2xlQCHHynJwYyMn+GsbgsXZJ\nGNW99L5I4BPg9xjd+NK7soBVwEXgj8Bi4Le2RhR8rrqOw672nzCSvvSe2UARcBdoATZh/NsW77iJ\n0X0PMByjYAhKEcBXGN8io9AAPW9xYCSen9odSIhYiK7Ze8t+4CXX7XeBn9gXSlBKw5ix0wfj78b7\nwF/aGlFwSebpAXrts9B+RBAP0AN4BWNAyHmMKR/S+7IxriNXYnQzH8GY8ijesRCNxveWNIzKvgqj\n6tRo/N73n3gy9e59jF5BeXF/xBgH0YQxVu17GAMi9xACU+9ERERERERERERERERERERERERERERE\nRERERERERLxsIE/WU/gaY9W5I8BD4Bc2xiUiIiJe8GOMbXdFJMAF8tr4IuJ97Rvz5PJkGd93MVZH\n2w9UA2uBfwSOAjswlrIGmAXkA2UY21G3r+MtIj6mZC8iPTEWWISxgc/vgd3AdKABeBVjmdSfA9/A\n2CDl18Df2RKpiJjfwEVEPOXEqOBbMTY+CQO+cD12DGPDjpeAKTzZzzwcY21vEbGBkr2I9EST62cb\n0Ox2fxvG3xUHxoYo2uJUxA+oG19Eusvx/KdwBhgMZLjakcBkr0UkIl1SsheRrjjdfnZ2mw6329vN\nwDqMPePbt0fO9F6YIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiEhL+fwLS1RxC\ngAAbAAAAAElFTkSuQmCC\n",
       "text": [
        "<matplotlib.figure.Figure at 0x7f6a4db28a10>"
       ]
      }
     ],
     "prompt_number": 3
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "**Note**: this notebook makes interactive calculation when slider position is changed, so you need to download this notebook to see any changes in plot."
     ]
    },
    {
     "cell_type": "heading",
     "level": 2,
     "metadata": {},
     "source": [
      "Complex example: beam deflection"
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "When creating more interaction between Javascript and Python, things get easily quite complicated. Therefore one should consider using e.g. Backbone or similar to get more structured code in Javascript side. IPython notebook seems to be using Backbone internally already.\n",
      "\n",
      "In the next example we add more inputs and use Backbone to handle syncronizing Python and Javascript. In this example we calculate the deflection line $v(x)$ for simple supported Euler Bernoulli beam and update visualization when user changes force location $x \\in [0, 1]$. The formula for deflection $v(x)$ is \n",
      "\n",
      "\\begin{equation}\n",
      "v(x) = \\frac{FL^2}{6EI}\\left[ \\frac{ab}{L^2}(L+b)\\frac{x}{L} - b\\left(\\frac{x}{L}\\right)^3 + \\frac{1}{L^2}<x-a>^3 \\right],\n",
      "\\end{equation}\n",
      "where\n",
      "\\begin{equation}\n",
      "<x-a>=\\begin{cases}\n",
      "0 & ,x<a\\\\\n",
      "x-a & ,x\\geq a\n",
      "\\end{cases}\n",
      "\\end{equation}\n",
      "and $a$ is distance from left support, $a+b=L$.\n",
      "\n",
      "More information about deflection: http://en.wikipedia.org/wiki/Deflection_%28engineering%29\n",
      "\n",
      "First we define the template we use in our plugin:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from IPython import display\n",
      "display.HTML(\"\"\"\n",
      "<script type=\"text/template\" id=\"tools-template\">\n",
      "    <h3>Tools</h3>\n",
      "    <p><strong>Force location</strong></p>\n",
      "    <input id=\"slider1\" type=\"range\" min=\"0\" max=\"1\" step=\"0.01\" value=\"0.50\" style=\"display: inline-block;\">\n",
      "    <label id=\"slider1label\" for=\"slider1\" style=\"display: inline-block; width: 40px;\">0.50</label>\n",
      "    <p><strong>Boundary conditions</strong></p>\n",
      "    <select id=\"boundary_conditions\">\n",
      "          <option value=\"simple-simple\">Simple support-Simple support</option>\n",
      "          <option value=\"clamp-simple\">Clamp-Simple support</option>\n",
      "          <option value=\"clamp-clamp\">Clamp-Clamp</option>\n",
      "    </select>\n",
      "    <p><strong>Young's modulus (GPa)</strong></p>\n",
      "    <input id=\"young\" type=\"number\" value=\"210\"/>\n",
      "    <p><strong>Other options</strong></p>\n",
      "    <div>\n",
      "        <label><span style=\"vertical-align: middle\">Use FEM to calculate deflection line?</span>\n",
      "        <input id=\"useFEM\" type=\"checkbox\" style=\"vertical-align: middle\" /></label>\n",
      "    </div>\n",
      "</script>\n",
      "\"\"\")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "<script type=\"text/template\" id=\"tools-template\">\n",
        "    <h3>Tools</h3>\n",
        "    <p><strong>Force location</strong></p>\n",
        "    <input id=\"slider1\" type=\"range\" min=\"0\" max=\"1\" step=\"0.01\" value=\"0.50\" style=\"display: inline-block;\">\n",
        "    <label id=\"slider1label\" for=\"slider1\" style=\"display: inline-block; width: 40px;\">0.50</label>\n",
        "    <p><strong>Boundary conditions</strong></p>\n",
        "    <select id=\"boundary_conditions\">\n",
        "          <option value=\"simple-simple\">Simple support-Simple support</option>\n",
        "          <option value=\"clamp-simple\">Clamp-Simple support</option>\n",
        "          <option value=\"clamp-clamp\">Clamp-Clamp</option>\n",
        "    </select>\n",
        "    <p><strong>Young's modulus (GPa)</strong></p>\n",
        "    <input id=\"young\" type=\"number\" value=\"210\"/>\n",
        "    <p><strong>Other options</strong></p>\n",
        "    <div>\n",
        "        <label><span style=\"vertical-align: middle\">Use FEM to calculate deflection line?</span>\n",
        "        <input id=\"useFEM\" type=\"checkbox\" style=\"vertical-align: middle\" /></label>\n",
        "    </div>\n",
        "</script>\n"
       ],
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 4,
       "text": [
        "<IPython.core.display.HTML at 0x7f6a4db132d0>"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Our plugin code comes next. Note that we have now Backbone model LineModel to handle Python-Javascript-interaction and Backbone views ToolsView and CanvasView to take care of visualization when data is changed.\n",
      "\n",
      "Note that not all input elements are \"connected\" to the visualization, they are more like placeholders ready for your own coding experiments. They are not implemented on purpose to keep lines of code as low as possible. To get them work, modify ``this.notImplemented`` $\\rightarrow$ ``this.modelChanged`` in ``initialize`` function and change ``var command = ... `` in ``modelChanged`` to pass more parameters to notebook server. Don't forget to change Python side function accordingly."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "class MyUserInterface(mpld3.plugins.PluginBase):\n",
      "    \"\"\" Here we use Backbone to create more structured Javascript. \"\"\"\n",
      "\n",
      "    JAVASCRIPT = \"\"\"\n",
      "\n",
      "var LineModel = Backbone.Model.extend({\n",
      "\n",
      "    initialize: function(options) {\n",
      "        this.options = options || {};\n",
      "        this.on(\"change:sliderPosition\", this.modelChanged);\n",
      "        this.on(\"change:boundaryCondition\", this.notImplemented);\n",
      "        this.on(\"change:youngsModulus\", this.notImplemented);\n",
      "        this.on(\"change:useFEM\", this.notImplemented);\n",
      "    },\n",
      "\n",
      "    /**\n",
      "        This example should be quite easy to extend to use more inputs. You\n",
      "        just have to pass more model.get('...') things to kernel execute command below.\n",
      "    */\n",
      "    notImplemented: function(model) {\n",
      "        alert(\"This function is not implemented in the example on purpose.\");\n",
      "    },\n",
      "\n",
      "    /**\n",
      "        Model changed, execute notebook kernel and update model data.\n",
      "    */\n",
      "    modelChanged: function(model) {\n",
      "        var command = this.options.callback_func + \"(\" + model.get('sliderPosition') + \")\";\n",
      "        console.log(\"IPython kernel execute \"+command);\n",
      "        var callbacks = {\n",
      "            'iopub' : {\n",
      "                'output' : function(out) {\n",
      "                    //console.log(out);\n",
      "                    var res = null;\n",
      "                    // if output is a print statement\n",
      "                    if (out.msg_type == \"stream\"){\n",
      "                      res = out.content.data;\n",
      "                    }\n",
      "                    // if output is a python object\n",
      "                    else if(out.msg_type === \"pyout\"){\n",
      "                      res = out.content.data[\"text/plain\"];\n",
      "                    }\n",
      "                    // if output is a python error\n",
      "                    else if(out.msg_type == \"pyerr\"){\n",
      "                      res = out.content.ename + \": \" + out.content.evalue;\n",
      "                      alert(res);\n",
      "                    }\n",
      "                    // if output is something we haven't thought of\n",
      "                    else{\n",
      "                      res = \"[out type not implemented]\";\n",
      "                      alert(res);\n",
      "                    }\n",
      "                    model.set(\"line\", JSON.parse(res));\n",
      "                }\n",
      "            }\n",
      "        };\n",
      "        IPython.notebook.kernel.execute(command, callbacks, {silent:false});\n",
      "    }\n",
      "\n",
      "});\n",
      "\n",
      "\n",
      "var ToolsView = Backbone.View.extend({\n",
      "\n",
      "    /**\n",
      "        This view renders toolbar with slider and other html elements.\n",
      "    */\n",
      "    initialize: function(options) {\n",
      "        this.options = options || {};\n",
      "        _.bindAll(this, 'render');\n",
      "    },\n",
      "\n",
      "    render: function() {\n",
      "        var template = _.template($(\"#tools-template\").html(), {});\n",
      "        $(this.el).append(template);\n",
      "        return this;\n",
      "    },\n",
      "\n",
      "    /**\n",
      "        Listen event changes.\n",
      "    */\n",
      "    events: {\n",
      "        \"change #slider1\": \"changeSlider1\",\n",
      "        \"change #boundary_conditions\": \"changeBoundaryConditions\",\n",
      "        \"change #young\": \"changeModulus\",\n",
      "        \"change #useFEM\": \"changeUseFEM\"\n",
      "    },\n",
      "\n",
      "    changeSlider1: function(ev) {\n",
      "        var sliderPosition = $(ev.currentTarget).val();\n",
      "        this.model.set('sliderPosition', sliderPosition);\n",
      "        $(this.el).find(\"#slider1label\").text(parseFloat(sliderPosition).toFixed(2));\n",
      "    },\n",
      "\n",
      "    changeBoundaryConditions: function(ev) {\n",
      "        this.model.set('boundaryCondition', $(ev.currentTarget).val());\n",
      "    },\n",
      "\n",
      "    changeModulus: function(ev) {\n",
      "        this.model.set('youngsModulus', $(ev.currentTarget).val());\n",
      "    },\n",
      "\n",
      "    changeUseFEM: function(ev) {\n",
      "        var isChecked = $(ev.currentTarget).is(\":checked\");\n",
      "        this.model.set('useFEM', isChecked);\n",
      "    }\n",
      "\n",
      "});\n",
      "\n",
      "var CanvasView = Backbone.View.extend({\n",
      "\n",
      "    initialize: function(options) {\n",
      "        this.options = options || {};\n",
      "        this.line = mpld3.get_element(this.options.props.idline);\n",
      "        _.bindAll(this, 'render');\n",
      "        this.model.bind('change:line', this.render);\n",
      "    },\n",
      "\n",
      "    /**\n",
      "        Update line when model changes, f.e. new data is calculated\n",
      "        inside notebook and updated to Backbone model.\n",
      "    */\n",
      "    render: function() {\n",
      "        this.line.elements().transition()\n",
      "            .attr(\"d\", this.line.datafunc(this.model.get('line')))\n",
      "            .style(\"stroke\", \"black\");\n",
      "    }\n",
      "\n",
      "});\n",
      "\n",
      "// PLUGIN START\n",
      "\n",
      "mpld3.register_plugin(\"myuserinterface\", MyUserInterfacePlugin);\n",
      "MyUserInterfacePlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
      "MyUserInterfacePlugin.prototype.constructor = MyUserInterfacePlugin;\n",
      "MyUserInterfacePlugin.prototype.requiredProps = [\"idline\", \"callback_func\"];\n",
      "MyUserInterfacePlugin.prototype.defaultProps = {}\n",
      "\n",
      "function MyUserInterfacePlugin(fig, props){\n",
      "    mpld3.Plugin.call(this, fig, props);\n",
      "};\n",
      "\n",
      "MyUserInterfacePlugin.prototype.draw = function() {\n",
      "\n",
      "    // Some hacking to get proper layout.\n",
      "    var div = $(\"#\" + this.fig.figid).attr(\"style\", \"border: 1px solid;\");\n",
      "    var figdiv = div.find(\"div\");\n",
      "    figdiv.attr(\"style\", \"display: inline;\");\n",
      "\n",
      "    // Create LineModel\n",
      "    var lineModel = new LineModel({\n",
      "      callback_func: this.props.callback_func\n",
      "    });\n",
      "\n",
      "    // Create tools view\n",
      "    var myel = $('<div style=\"float: left; margin: 10px 30px;\" id=\"tools\"></div>');\n",
      "    div.append(myel);\n",
      "    var toolsView = new ToolsView({\n",
      "        el: myel,\n",
      "        model: lineModel\n",
      "    });\n",
      "    toolsView.render();\n",
      "\n",
      "    // Create canvas view which updates line visualization when the model is changed\n",
      "    var canvasView = new CanvasView({\n",
      "        el: figdiv,\n",
      "        model: lineModel,\n",
      "        props: this.props\n",
      "    });\n",
      "\n",
      "};\n",
      "\"\"\"\n",
      "\n",
      "    def __init__(self, line, callback_func):\n",
      "        self.dict_ = {\"type\": \"myuserinterface\",\n",
      "                      \"idline\": mpld3.utils.get_id(line),\n",
      "                      \"callback_func\": callback_func}"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 5
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Next we do the actual calculation of the deflection using Python and display results:"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import numpy as np\n",
      "\n",
      "L = 1.0\n",
      "F = 3.0\n",
      "E = 100.0\n",
      "I = 0.1\n",
      "\n",
      "def v_(x, a):\n",
      "    b = L - a\n",
      "    v = a*b/L**2*(L+b)*x/L - b*(x/L)**3\n",
      "    if x-a > 0.0:\n",
      "        v += 1.0/L**2*(x-a)**3\n",
      "    v *= F*L**2/(6.0*E*I)\n",
      "    return v\n",
      "\n",
      "v = np.vectorize(v_)\n",
      "\n",
      "def runCalculation(a):\n",
      "    \"\"\" \n",
      "    \"\"\"\n",
      "    x = np.linspace(0, L, 500)\n",
      "    y = -v(x, a)*1000.0\n",
      "    return map(list, list(zip(list(x), list(y))))\n",
      "\n",
      "fig, ax = plt.subplots(figsize=(8, 4))\n",
      "\n",
      "t = np.linspace(0, 1, 200)\n",
      "y = np.sin(t)\n",
      "ax.set_xlabel('x [m]')\n",
      "ax.set_ylabel('Deflection [mm]')\n",
      "ax.set_title('Euler-Bernoulli beam deflection line')\n",
      "\n",
      "# create the line object\n",
      "initial_data = np.array(runCalculation(0.5))\n",
      "line, = ax.plot(initial_data[:, 0], initial_data[:, 1], '-k', lw=3, alpha=0.5)\n",
      "ax.plot([0.975, 1.025, 1.00, 0.975], [-1, -1, 0, -1], '-k', lw=1)\n",
      "ax.plot([-0.025, 0.025, 0.000, -0.025], [-1, -1, 0, -1], '-k', lw=1)\n",
      "ax.set_ylim(-10, 5)\n",
      "ax.grid(lw=0.1, alpha=0.2)\n",
      "\n",
      "mpld3.plugins.connect(fig, MyUserInterface(line, callback_func=\"runCalculation\"))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "\n",
        "<style>\n",
        "\n",
        "</style>\n",
        "\n",
        "<div id=\"fig_el54941400945445260328126322641\"></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",
        "\n",
        "var LineModel = Backbone.Model.extend({\n",
        "\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        this.on(\"change:sliderPosition\", this.modelChanged);\n",
        "        this.on(\"change:boundaryCondition\", this.notImplemented);\n",
        "        this.on(\"change:youngsModulus\", this.notImplemented);\n",
        "        this.on(\"change:useFEM\", this.notImplemented);\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        This example should be quite easy to extend to use more inputs. You\n",
        "        just have to pass more model.get('...') things to kernel execute command below.\n",
        "    */\n",
        "    notImplemented: function(model) {\n",
        "        alert(\"This function is not implemented in the example on purpose.\");\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Model changed, execute notebook kernel and update model data.\n",
        "    */\n",
        "    modelChanged: function(model) {\n",
        "        var command = this.options.callback_func + \"(\" + model.get('sliderPosition') + \")\";\n",
        "        console.log(\"IPython kernel execute \"+command);\n",
        "        var callbacks = {\n",
        "            'iopub' : {\n",
        "                'output' : function(out) {\n",
        "                    //console.log(out);\n",
        "                    var res = null;\n",
        "                    // if output is a print statement\n",
        "                    if (out.msg_type == \"stream\"){\n",
        "                      res = out.content.data;\n",
        "                    }\n",
        "                    // if output is a python object\n",
        "                    else if(out.msg_type === \"pyout\"){\n",
        "                      res = out.content.data[\"text/plain\"];\n",
        "                    }\n",
        "                    // if output is a python error\n",
        "                    else if(out.msg_type == \"pyerr\"){\n",
        "                      res = out.content.ename + \": \" + out.content.evalue;\n",
        "                      alert(res);\n",
        "                    }\n",
        "                    // if output is something we haven't thought of\n",
        "                    else{\n",
        "                      res = \"[out type not implemented]\";\n",
        "                      alert(res);\n",
        "                    }\n",
        "                    model.set(\"line\", JSON.parse(res));\n",
        "                }\n",
        "            }\n",
        "        };\n",
        "        IPython.notebook.kernel.execute(command, callbacks, {silent:false});\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "\n",
        "var ToolsView = Backbone.View.extend({\n",
        "\n",
        "    /**\n",
        "        This view renders toolbar with slider and other html elements.\n",
        "    */\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        _.bindAll(this, 'render');\n",
        "    },\n",
        "\n",
        "    render: function() {\n",
        "        var template = _.template($(\"#tools-template\").html(), {});\n",
        "        $(this.el).append(template);\n",
        "        return this;\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Listen event changes.\n",
        "    */\n",
        "    events: {\n",
        "        \"change #slider1\": \"changeSlider1\",\n",
        "        \"change #boundary_conditions\": \"changeBoundaryConditions\",\n",
        "        \"change #young\": \"changeModulus\",\n",
        "        \"change #useFEM\": \"changeUseFEM\"\n",
        "    },\n",
        "\n",
        "    changeSlider1: function(ev) {\n",
        "        var sliderPosition = $(ev.currentTarget).val();\n",
        "        this.model.set('sliderPosition', sliderPosition);\n",
        "        $(this.el).find(\"#slider1label\").text(parseFloat(sliderPosition).toFixed(2));\n",
        "    },\n",
        "\n",
        "    changeBoundaryConditions: function(ev) {\n",
        "        this.model.set('boundaryCondition', $(ev.currentTarget).val());\n",
        "    },\n",
        "\n",
        "    changeModulus: function(ev) {\n",
        "        this.model.set('youngsModulus', $(ev.currentTarget).val());\n",
        "    },\n",
        "\n",
        "    changeUseFEM: function(ev) {\n",
        "        var isChecked = $(ev.currentTarget).is(\":checked\");\n",
        "        this.model.set('useFEM', isChecked);\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "var CanvasView = Backbone.View.extend({\n",
        "\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        this.line = mpld3.get_element(this.options.props.idline);\n",
        "        _.bindAll(this, 'render');\n",
        "        this.model.bind('change:line', this.render);\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Update line when model changes, f.e. new data is calculated\n",
        "        inside notebook and updated to Backbone model.\n",
        "    */\n",
        "    render: function() {\n",
        "        this.line.elements().transition()\n",
        "            .attr(\"d\", this.line.datafunc(this.model.get('line')))\n",
        "            .style(\"stroke\", \"black\");\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "// PLUGIN START\n",
        "\n",
        "mpld3.register_plugin(\"myuserinterface\", MyUserInterfacePlugin);\n",
        "MyUserInterfacePlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
        "MyUserInterfacePlugin.prototype.constructor = MyUserInterfacePlugin;\n",
        "MyUserInterfacePlugin.prototype.requiredProps = [\"idline\", \"callback_func\"];\n",
        "MyUserInterfacePlugin.prototype.defaultProps = {}\n",
        "\n",
        "function MyUserInterfacePlugin(fig, props){\n",
        "    mpld3.Plugin.call(this, fig, props);\n",
        "};\n",
        "\n",
        "MyUserInterfacePlugin.prototype.draw = function() {\n",
        "\n",
        "    // Some hacking to get proper layout.\n",
        "    var div = $(\"#\" + this.fig.figid).attr(\"style\", \"border: 1px solid;\");\n",
        "    var figdiv = div.find(\"div\");\n",
        "    figdiv.attr(\"style\", \"display: inline;\");\n",
        "\n",
        "    // Create LineModel\n",
        "    var lineModel = new LineModel({\n",
        "      callback_func: this.props.callback_func\n",
        "    });\n",
        "\n",
        "    // Create tools view\n",
        "    var myel = $('<div style=\"float: left; margin: 10px 30px;\" id=\"tools\"></div>');\n",
        "    div.append(myel);\n",
        "    var toolsView = new ToolsView({\n",
        "        el: myel,\n",
        "        model: lineModel\n",
        "    });\n",
        "    toolsView.render();\n",
        "\n",
        "    // Create canvas view which updates line visualization when the model is changed\n",
        "    var canvasView = new CanvasView({\n",
        "        el: figdiv,\n",
        "        model: lineModel,\n",
        "        props: this.props\n",
        "    });\n",
        "\n",
        "};\n",
        "\n",
        "       mpld3.draw_figure(\"fig_el54941400945445260328126322641\", {\"axes\": [{\"xlim\": [-0.20000000000000001, 1.2000000000000002], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"hanging\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"x [m]\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.5, -0.080645161290322578], \"rotation\": -0.0, \"id\": \"el5494140094544612624\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Deflection [mm]\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.063823084677419359, 0.5], \"rotation\": -90.0, \"id\": \"el5494140094545512208\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Euler-Bernoulli beam deflection line\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 12.0, \"position\": [0.5, 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[0.7474949899799599, -4.331983652768648], [0.749498997995992, -4.303915631231137], [0.751503006012024, -4.27569670608159], [0.7535070140280561, -4.247328084548905], [0.7555110220440882, -4.218810973861974], [0.7575150300601202, -4.190146581249696], [0.7595190380761523, -4.161336113940969], [0.7615230460921844, -4.132380779164685], [0.7635270541082164, -4.103281784149743], [0.7655310621242485, -4.074040336125039], [0.7675350701402806, -4.04465764231947], [0.7695390781563125, -4.015134909961933], [0.7715430861723446, -3.9854733462813194], [0.7735470941883766, -3.9556741585065303], [0.7755511022044087, -3.925738553866463], [0.7775551102204408, -3.895667739590008], [0.7795591182364728, -3.8654629229060657], [0.7815631262525049, -3.8351253110435346], [0.783567134268537, -3.8046561112313038], [0.785571142284569, -3.774056530698276], [0.7875751503006011, -3.7433277766733437], [0.7895791583166332, -3.712471056385405], [0.7915831663326652, -3.6814875770633577], [0.7935871743486973, -3.650378545936095], [0.7955911823647294, -3.6191451702325135], [0.7975951903807614, -3.587788657181515], [0.7995991983967935, -3.556310214011989], [0.8016032064128256, -3.5247110479528323], [0.8036072144288576, -3.492992366232942], [0.8056112224448897, -3.4611553760812175], [0.8076152304609218, -3.4292012847265543], [0.8096192384769538, -3.3971312993978473], [0.8116232464929859, -3.3649466273239894], [0.813627254509018, -3.3326484757338863], [0.81563126252505, -3.3002380518564225], [0.8176352705410821, -3.267716562920502], [0.8196392785571142, -3.2350852161550185], [0.8216432865731462, -3.2023452187888686], [0.8236472945891783, -3.169497778050952], [0.8256513026052104, -3.1365441011701622], [0.8276553106212424, -3.1034853953753903], [0.8296593186372745, -3.070322867895544], [0.8316633266533066, -3.037057725959509], [0.8336673346693386, -3.003691176796186], [0.8356713426853707, -2.970224427634471], [0.8376753507014028, -2.9366586857032617], [0.8396793587174348, -2.9029951582314526], [0.8416833667334669, -2.8692350524479395], [0.843687374749499, -2.8353795755816207], [0.845691382765531, -2.8014299348613907], [0.8476953907815631, -2.7673873375161473], [0.8496993987975952, -2.733252990774784], [0.8517034068136272, -2.6990281018662], [0.8537074148296593, -2.6647138780192887], [0.8557114228456913, -2.6303115264629535], [0.8577154308617234, -2.595822254426081], [0.8597194388777555, -2.561247269137575], [0.8617234468937875, -2.526587777826328], [0.8637274549098196, -2.4918449877212367], [0.8657314629258517, -2.4570201060511954], [0.8677354709418837, -2.4221143400451037], [0.8697394789579158, -2.387128896931859], [0.8717434869739479, -2.3520649839403553], [0.8737474949899798, -2.3169238082994896], [0.8757515030060119, -2.281706577238154], [0.877755511022044, -2.2464144979852554], [0.879759519038076, -2.2110487777696783], [0.8817635270541081, -2.1756106238203214], [0.8837675350701402, -2.1401012433660904], [0.8857715430861722, -2.1045218436358684], [0.8877755511022043, -2.0688736318585588], [0.8897795591182364, -2.03315781526306], [0.8917835671342684, -1.9973756010782615], [0.8937875751503005, -1.9615281965330695], [0.8957915831663326, -1.9256168088563674], [0.8977955911823646, -1.889642645277063], [0.8997995991983967, -1.853606913024047], [0.9018036072144288, -1.817510819326216], [0.9038076152304608, -1.7813555714124643], [0.9058116232464929, -1.745142376511693], [0.907815631262525, -1.708872441852794], [0.909819639278557, -1.6725469746646688], [0.9118236472945891, -1.6361671821762098], [0.9138276553106212, -1.599734271616314], [0.9158316633266532, -1.56324945021388], [0.9178356713426853, -1.5267139251977973], [0.9198396793587174, -1.4901289037969696], [0.9218436873747494, -1.4534955932402887], [0.9238476953907815, -1.4168152007566537], [0.9258517034068136, -1.3800889335749613], [0.9278557114228456, -1.343317998924102], [0.9298597194388777, -1.3065036040329785], [0.9318637274549098, -1.2696469561304866], [0.9338677354709418, -1.2327492624455185], [0.9358717434869739, -1.1958117302069755], [0.937875751503006, -1.158835566643749], [0.939879759519038, -1.121821978984737], [0.9418837675350701, -1.0847721744588381], [0.9438877755511021, -1.0476873602949452], [0.9458917835671342, -1.0105687437219577], [0.9478957915831663, -0.9734175319687712], [0.9498997995991983, -0.9362349322642807], [0.9519038076152304, -0.8990221518373795], [0.9539078156312625, -0.8617803979169705], [0.9559118236472945, -0.824510877731946], [0.9579158316633266, -0.7872147985112037], [0.9599198396793587, -0.7498933674836396], [0.9619238476953907, -0.712547791878148], [0.9639278557114228, -0.6751792789236308], [0.9659318637274549, -0.6377890358489763], [0.9679358717434869, -0.6003782698830854], [0.969939879759519, -0.562948188254854], [0.9719438877755511, -0.5254999981931804], [0.9739478957915831, -0.4880349069269583], [0.9759519038076151, -0.4505541216850852], [0.9779559118236472, -0.4130588496964537], [0.9799599198396792, -0.3755502981899674], [0.9819639278557113, -0.3380296743945147], [0.9839679358717434, -0.30049818553899577], [0.9859719438877754, -0.2629570388523079], [0.9879759519038075, -0.22540744156334463], [0.9899799599198396, -0.18785060090100308], [0.9919839679358716, -0.15028772409417873], [0.9939879759519037, -0.11272001837176956], [0.9959919839679358, -0.07514869096267654], [0.9979959919839678, -0.037574949095788714], [1.0, -0.0]]}, \"id\": \"el5494140094544526032\"});\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",
        "\n",
        "var LineModel = Backbone.Model.extend({\n",
        "\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        this.on(\"change:sliderPosition\", this.modelChanged);\n",
        "        this.on(\"change:boundaryCondition\", this.notImplemented);\n",
        "        this.on(\"change:youngsModulus\", this.notImplemented);\n",
        "        this.on(\"change:useFEM\", this.notImplemented);\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        This example should be quite easy to extend to use more inputs. You\n",
        "        just have to pass more model.get('...') things to kernel execute command below.\n",
        "    */\n",
        "    notImplemented: function(model) {\n",
        "        alert(\"This function is not implemented in the example on purpose.\");\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Model changed, execute notebook kernel and update model data.\n",
        "    */\n",
        "    modelChanged: function(model) {\n",
        "        var command = this.options.callback_func + \"(\" + model.get('sliderPosition') + \")\";\n",
        "        console.log(\"IPython kernel execute \"+command);\n",
        "        var callbacks = {\n",
        "            'iopub' : {\n",
        "                'output' : function(out) {\n",
        "                    //console.log(out);\n",
        "                    var res = null;\n",
        "                    // if output is a print statement\n",
        "                    if (out.msg_type == \"stream\"){\n",
        "                      res = out.content.data;\n",
        "                    }\n",
        "                    // if output is a python object\n",
        "                    else if(out.msg_type === \"pyout\"){\n",
        "                      res = out.content.data[\"text/plain\"];\n",
        "                    }\n",
        "                    // if output is a python error\n",
        "                    else if(out.msg_type == \"pyerr\"){\n",
        "                      res = out.content.ename + \": \" + out.content.evalue;\n",
        "                      alert(res);\n",
        "                    }\n",
        "                    // if output is something we haven't thought of\n",
        "                    else{\n",
        "                      res = \"[out type not implemented]\";\n",
        "                      alert(res);\n",
        "                    }\n",
        "                    model.set(\"line\", JSON.parse(res));\n",
        "                }\n",
        "            }\n",
        "        };\n",
        "        IPython.notebook.kernel.execute(command, callbacks, {silent:false});\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "\n",
        "var ToolsView = Backbone.View.extend({\n",
        "\n",
        "    /**\n",
        "        This view renders toolbar with slider and other html elements.\n",
        "    */\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        _.bindAll(this, 'render');\n",
        "    },\n",
        "\n",
        "    render: function() {\n",
        "        var template = _.template($(\"#tools-template\").html(), {});\n",
        "        $(this.el).append(template);\n",
        "        return this;\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Listen event changes.\n",
        "    */\n",
        "    events: {\n",
        "        \"change #slider1\": \"changeSlider1\",\n",
        "        \"change #boundary_conditions\": \"changeBoundaryConditions\",\n",
        "        \"change #young\": \"changeModulus\",\n",
        "        \"change #useFEM\": \"changeUseFEM\"\n",
        "    },\n",
        "\n",
        "    changeSlider1: function(ev) {\n",
        "        var sliderPosition = $(ev.currentTarget).val();\n",
        "        this.model.set('sliderPosition', sliderPosition);\n",
        "        $(this.el).find(\"#slider1label\").text(parseFloat(sliderPosition).toFixed(2));\n",
        "    },\n",
        "\n",
        "    changeBoundaryConditions: function(ev) {\n",
        "        this.model.set('boundaryCondition', $(ev.currentTarget).val());\n",
        "    },\n",
        "\n",
        "    changeModulus: function(ev) {\n",
        "        this.model.set('youngsModulus', $(ev.currentTarget).val());\n",
        "    },\n",
        "\n",
        "    changeUseFEM: function(ev) {\n",
        "        var isChecked = $(ev.currentTarget).is(\":checked\");\n",
        "        this.model.set('useFEM', isChecked);\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "var CanvasView = Backbone.View.extend({\n",
        "\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        this.line = mpld3.get_element(this.options.props.idline);\n",
        "        _.bindAll(this, 'render');\n",
        "        this.model.bind('change:line', this.render);\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Update line when model changes, f.e. new data is calculated\n",
        "        inside notebook and updated to Backbone model.\n",
        "    */\n",
        "    render: function() {\n",
        "        this.line.elements().transition()\n",
        "            .attr(\"d\", this.line.datafunc(this.model.get('line')))\n",
        "            .style(\"stroke\", \"black\");\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "// PLUGIN START\n",
        "\n",
        "mpld3.register_plugin(\"myuserinterface\", MyUserInterfacePlugin);\n",
        "MyUserInterfacePlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
        "MyUserInterfacePlugin.prototype.constructor = MyUserInterfacePlugin;\n",
        "MyUserInterfacePlugin.prototype.requiredProps = [\"idline\", \"callback_func\"];\n",
        "MyUserInterfacePlugin.prototype.defaultProps = {}\n",
        "\n",
        "function MyUserInterfacePlugin(fig, props){\n",
        "    mpld3.Plugin.call(this, fig, props);\n",
        "};\n",
        "\n",
        "MyUserInterfacePlugin.prototype.draw = function() {\n",
        "\n",
        "    // Some hacking to get proper layout.\n",
        "    var div = $(\"#\" + this.fig.figid).attr(\"style\", \"border: 1px solid;\");\n",
        "    var figdiv = div.find(\"div\");\n",
        "    figdiv.attr(\"style\", \"display: inline;\");\n",
        "\n",
        "    // Create LineModel\n",
        "    var lineModel = new LineModel({\n",
        "      callback_func: this.props.callback_func\n",
        "    });\n",
        "\n",
        "    // Create tools view\n",
        "    var myel = $('<div style=\"float: left; margin: 10px 30px;\" id=\"tools\"></div>');\n",
        "    div.append(myel);\n",
        "    var toolsView = new ToolsView({\n",
        "        el: myel,\n",
        "        model: lineModel\n",
        "    });\n",
        "    toolsView.render();\n",
        "\n",
        "    // Create canvas view which updates line visualization when the model is changed\n",
        "    var canvasView = new CanvasView({\n",
        "        el: figdiv,\n",
        "        model: lineModel,\n",
        "        props: this.props\n",
        "    });\n",
        "\n",
        "};\n",
        "\n",
        "         mpld3.draw_figure(\"fig_el54941400945445260328126322641\", {\"axes\": [{\"xlim\": [-0.20000000000000001, 1.2000000000000002], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"hanging\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"x [m]\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.5, -0.080645161290322578], \"rotation\": -0.0, \"id\": \"el5494140094544612624\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Deflection [mm]\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.063823084677419359, 0.5], \"rotation\": -90.0, \"id\": \"el5494140094545512208\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Euler-Bernoulli beam deflection line\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 12.0, \"position\": [0.5, 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[0.7474949899799599, -4.331983652768648], [0.749498997995992, -4.303915631231137], [0.751503006012024, -4.27569670608159], [0.7535070140280561, -4.247328084548905], [0.7555110220440882, -4.218810973861974], [0.7575150300601202, -4.190146581249696], [0.7595190380761523, -4.161336113940969], [0.7615230460921844, -4.132380779164685], [0.7635270541082164, -4.103281784149743], [0.7655310621242485, -4.074040336125039], [0.7675350701402806, -4.04465764231947], [0.7695390781563125, -4.015134909961933], [0.7715430861723446, -3.9854733462813194], [0.7735470941883766, -3.9556741585065303], [0.7755511022044087, -3.925738553866463], [0.7775551102204408, -3.895667739590008], [0.7795591182364728, -3.8654629229060657], [0.7815631262525049, -3.8351253110435346], [0.783567134268537, -3.8046561112313038], [0.785571142284569, -3.774056530698276], [0.7875751503006011, -3.7433277766733437], [0.7895791583166332, -3.712471056385405], [0.7915831663326652, -3.6814875770633577], [0.7935871743486973, -3.650378545936095], [0.7955911823647294, -3.6191451702325135], [0.7975951903807614, -3.587788657181515], [0.7995991983967935, -3.556310214011989], [0.8016032064128256, -3.5247110479528323], [0.8036072144288576, -3.492992366232942], [0.8056112224448897, -3.4611553760812175], [0.8076152304609218, -3.4292012847265543], [0.8096192384769538, -3.3971312993978473], [0.8116232464929859, -3.3649466273239894], [0.813627254509018, -3.3326484757338863], [0.81563126252505, -3.3002380518564225], [0.8176352705410821, -3.267716562920502], [0.8196392785571142, -3.2350852161550185], [0.8216432865731462, -3.2023452187888686], [0.8236472945891783, -3.169497778050952], [0.8256513026052104, -3.1365441011701622], [0.8276553106212424, -3.1034853953753903], [0.8296593186372745, -3.070322867895544], [0.8316633266533066, -3.037057725959509], [0.8336673346693386, -3.003691176796186], [0.8356713426853707, -2.970224427634471], [0.8376753507014028, -2.9366586857032617], [0.8396793587174348, -2.9029951582314526], [0.8416833667334669, -2.8692350524479395], [0.843687374749499, -2.8353795755816207], [0.845691382765531, -2.8014299348613907], [0.8476953907815631, -2.7673873375161473], [0.8496993987975952, -2.733252990774784], [0.8517034068136272, -2.6990281018662], [0.8537074148296593, -2.6647138780192887], [0.8557114228456913, -2.6303115264629535], [0.8577154308617234, -2.595822254426081], [0.8597194388777555, -2.561247269137575], [0.8617234468937875, -2.526587777826328], [0.8637274549098196, -2.4918449877212367], [0.8657314629258517, -2.4570201060511954], [0.8677354709418837, -2.4221143400451037], [0.8697394789579158, -2.387128896931859], [0.8717434869739479, -2.3520649839403553], [0.8737474949899798, -2.3169238082994896], [0.8757515030060119, -2.281706577238154], [0.877755511022044, -2.2464144979852554], [0.879759519038076, -2.2110487777696783], [0.8817635270541081, -2.1756106238203214], [0.8837675350701402, -2.1401012433660904], [0.8857715430861722, -2.1045218436358684], [0.8877755511022043, -2.0688736318585588], [0.8897795591182364, -2.03315781526306], [0.8917835671342684, -1.9973756010782615], [0.8937875751503005, -1.9615281965330695], [0.8957915831663326, -1.9256168088563674], [0.8977955911823646, -1.889642645277063], [0.8997995991983967, -1.853606913024047], [0.9018036072144288, -1.817510819326216], [0.9038076152304608, -1.7813555714124643], [0.9058116232464929, -1.745142376511693], [0.907815631262525, -1.708872441852794], [0.909819639278557, -1.6725469746646688], [0.9118236472945891, -1.6361671821762098], [0.9138276553106212, -1.599734271616314], [0.9158316633266532, -1.56324945021388], [0.9178356713426853, -1.5267139251977973], [0.9198396793587174, -1.4901289037969696], [0.9218436873747494, -1.4534955932402887], [0.9238476953907815, -1.4168152007566537], [0.9258517034068136, -1.3800889335749613], [0.9278557114228456, -1.343317998924102], [0.9298597194388777, -1.3065036040329785], [0.9318637274549098, -1.2696469561304866], [0.9338677354709418, -1.2327492624455185], [0.9358717434869739, -1.1958117302069755], [0.937875751503006, -1.158835566643749], [0.939879759519038, -1.121821978984737], [0.9418837675350701, -1.0847721744588381], [0.9438877755511021, -1.0476873602949452], [0.9458917835671342, -1.0105687437219577], [0.9478957915831663, -0.9734175319687712], [0.9498997995991983, -0.9362349322642807], [0.9519038076152304, -0.8990221518373795], [0.9539078156312625, -0.8617803979169705], [0.9559118236472945, -0.824510877731946], [0.9579158316633266, -0.7872147985112037], [0.9599198396793587, -0.7498933674836396], [0.9619238476953907, -0.712547791878148], [0.9639278557114228, -0.6751792789236308], [0.9659318637274549, -0.6377890358489763], [0.9679358717434869, -0.6003782698830854], [0.969939879759519, -0.562948188254854], [0.9719438877755511, -0.5254999981931804], [0.9739478957915831, -0.4880349069269583], [0.9759519038076151, -0.4505541216850852], [0.9779559118236472, -0.4130588496964537], [0.9799599198396792, -0.3755502981899674], [0.9819639278557113, -0.3380296743945147], [0.9839679358717434, -0.30049818553899577], [0.9859719438877754, -0.2629570388523079], [0.9879759519038075, -0.22540744156334463], [0.9899799599198396, -0.18785060090100308], [0.9919839679358716, -0.15028772409417873], [0.9939879759519037, -0.11272001837176956], [0.9959919839679358, -0.07514869096267654], [0.9979959919839678, -0.037574949095788714], [1.0, -0.0]]}, \"id\": \"el5494140094544526032\"});\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",
        "\n",
        "var LineModel = Backbone.Model.extend({\n",
        "\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        this.on(\"change:sliderPosition\", this.modelChanged);\n",
        "        this.on(\"change:boundaryCondition\", this.notImplemented);\n",
        "        this.on(\"change:youngsModulus\", this.notImplemented);\n",
        "        this.on(\"change:useFEM\", this.notImplemented);\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        This example should be quite easy to extend to use more inputs. You\n",
        "        just have to pass more model.get('...') things to kernel execute command below.\n",
        "    */\n",
        "    notImplemented: function(model) {\n",
        "        alert(\"This function is not implemented in the example on purpose.\");\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Model changed, execute notebook kernel and update model data.\n",
        "    */\n",
        "    modelChanged: function(model) {\n",
        "        var command = this.options.callback_func + \"(\" + model.get('sliderPosition') + \")\";\n",
        "        console.log(\"IPython kernel execute \"+command);\n",
        "        var callbacks = {\n",
        "            'iopub' : {\n",
        "                'output' : function(out) {\n",
        "                    //console.log(out);\n",
        "                    var res = null;\n",
        "                    // if output is a print statement\n",
        "                    if (out.msg_type == \"stream\"){\n",
        "                      res = out.content.data;\n",
        "                    }\n",
        "                    // if output is a python object\n",
        "                    else if(out.msg_type === \"pyout\"){\n",
        "                      res = out.content.data[\"text/plain\"];\n",
        "                    }\n",
        "                    // if output is a python error\n",
        "                    else if(out.msg_type == \"pyerr\"){\n",
        "                      res = out.content.ename + \": \" + out.content.evalue;\n",
        "                      alert(res);\n",
        "                    }\n",
        "                    // if output is something we haven't thought of\n",
        "                    else{\n",
        "                      res = \"[out type not implemented]\";\n",
        "                      alert(res);\n",
        "                    }\n",
        "                    model.set(\"line\", JSON.parse(res));\n",
        "                }\n",
        "            }\n",
        "        };\n",
        "        IPython.notebook.kernel.execute(command, callbacks, {silent:false});\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "\n",
        "var ToolsView = Backbone.View.extend({\n",
        "\n",
        "    /**\n",
        "        This view renders toolbar with slider and other html elements.\n",
        "    */\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        _.bindAll(this, 'render');\n",
        "    },\n",
        "\n",
        "    render: function() {\n",
        "        var template = _.template($(\"#tools-template\").html(), {});\n",
        "        $(this.el).append(template);\n",
        "        return this;\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Listen event changes.\n",
        "    */\n",
        "    events: {\n",
        "        \"change #slider1\": \"changeSlider1\",\n",
        "        \"change #boundary_conditions\": \"changeBoundaryConditions\",\n",
        "        \"change #young\": \"changeModulus\",\n",
        "        \"change #useFEM\": \"changeUseFEM\"\n",
        "    },\n",
        "\n",
        "    changeSlider1: function(ev) {\n",
        "        var sliderPosition = $(ev.currentTarget).val();\n",
        "        this.model.set('sliderPosition', sliderPosition);\n",
        "        $(this.el).find(\"#slider1label\").text(parseFloat(sliderPosition).toFixed(2));\n",
        "    },\n",
        "\n",
        "    changeBoundaryConditions: function(ev) {\n",
        "        this.model.set('boundaryCondition', $(ev.currentTarget).val());\n",
        "    },\n",
        "\n",
        "    changeModulus: function(ev) {\n",
        "        this.model.set('youngsModulus', $(ev.currentTarget).val());\n",
        "    },\n",
        "\n",
        "    changeUseFEM: function(ev) {\n",
        "        var isChecked = $(ev.currentTarget).is(\":checked\");\n",
        "        this.model.set('useFEM', isChecked);\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "var CanvasView = Backbone.View.extend({\n",
        "\n",
        "    initialize: function(options) {\n",
        "        this.options = options || {};\n",
        "        this.line = mpld3.get_element(this.options.props.idline);\n",
        "        _.bindAll(this, 'render');\n",
        "        this.model.bind('change:line', this.render);\n",
        "    },\n",
        "\n",
        "    /**\n",
        "        Update line when model changes, f.e. new data is calculated\n",
        "        inside notebook and updated to Backbone model.\n",
        "    */\n",
        "    render: function() {\n",
        "        this.line.elements().transition()\n",
        "            .attr(\"d\", this.line.datafunc(this.model.get('line')))\n",
        "            .style(\"stroke\", \"black\");\n",
        "    }\n",
        "\n",
        "});\n",
        "\n",
        "// PLUGIN START\n",
        "\n",
        "mpld3.register_plugin(\"myuserinterface\", MyUserInterfacePlugin);\n",
        "MyUserInterfacePlugin.prototype = Object.create(mpld3.Plugin.prototype);\n",
        "MyUserInterfacePlugin.prototype.constructor = MyUserInterfacePlugin;\n",
        "MyUserInterfacePlugin.prototype.requiredProps = [\"idline\", \"callback_func\"];\n",
        "MyUserInterfacePlugin.prototype.defaultProps = {}\n",
        "\n",
        "function MyUserInterfacePlugin(fig, props){\n",
        "    mpld3.Plugin.call(this, fig, props);\n",
        "};\n",
        "\n",
        "MyUserInterfacePlugin.prototype.draw = function() {\n",
        "\n",
        "    // Some hacking to get proper layout.\n",
        "    var div = $(\"#\" + this.fig.figid).attr(\"style\", \"border: 1px solid;\");\n",
        "    var figdiv = div.find(\"div\");\n",
        "    figdiv.attr(\"style\", \"display: inline;\");\n",
        "\n",
        "    // Create LineModel\n",
        "    var lineModel = new LineModel({\n",
        "      callback_func: this.props.callback_func\n",
        "    });\n",
        "\n",
        "    // Create tools view\n",
        "    var myel = $('<div style=\"float: left; margin: 10px 30px;\" id=\"tools\"></div>');\n",
        "    div.append(myel);\n",
        "    var toolsView = new ToolsView({\n",
        "        el: myel,\n",
        "        model: lineModel\n",
        "    });\n",
        "    toolsView.render();\n",
        "\n",
        "    // Create canvas view which updates line visualization when the model is changed\n",
        "    var canvasView = new CanvasView({\n",
        "        el: figdiv,\n",
        "        model: lineModel,\n",
        "        props: this.props\n",
        "    });\n",
        "\n",
        "};\n",
        "\n",
        "                 mpld3.draw_figure(\"fig_el54941400945445260328126322641\", {\"axes\": [{\"xlim\": [-0.20000000000000001, 1.2000000000000002], \"yscale\": \"linear\", \"axesbg\": \"#FFFFFF\", \"texts\": [{\"v_baseline\": \"hanging\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"x [m]\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [0.5, -0.080645161290322578], \"rotation\": -0.0, \"id\": \"el5494140094544612624\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Deflection [mm]\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 10.0, \"position\": [-0.063823084677419359, 0.5], \"rotation\": -90.0, \"id\": \"el5494140094545512208\"}, {\"v_baseline\": \"auto\", \"h_anchor\": \"middle\", \"color\": \"#000000\", \"text\": \"Euler-Bernoulli beam deflection line\", \"coordinates\": \"axes\", \"zorder\": 3, \"alpha\": 1, \"fontsize\": 12.0, \"position\": [0.5, 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YM7kbVnbXvwJ8O4SySFGSj2NVVVXk5eWxZ88ef1lKSgqzZ89m0KBBUayZSPy7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\nYII=\n",
       "text": [
        "<matplotlib.figure.Figure at 0x7f6a4d8fbad0>"
       ]
      }
     ],
     "prompt_number": 6
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "**Note**: this notebook makes interactive calculation when slider position is changed, so you need to download this notebook to see any changes in plot."
     ]
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "**Note 2**: The line is updated only when force location is changed, but it should be trivial to extend this example use more tools. "
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 6
    }
   ],
   "metadata": {}
  }
 ]
}