binder/speed_test.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## SimplePlots.jl Speed Tests\n",
    "\n",
    "---\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "  <script type=\"text/javascript\" class=\"js-plotly-script\">\n",
       "    globalComms = {};\n",
       "    demoData = {};\n",
       "\n",
       "    $(\".js-plotly-script\").parent().css('padding', 0);\n",
       "\n",
       "    function customPlotlyReact(curPlot, curData, curLayout, curConfig) {\n",
       "      for (var i = 0; i < curData.length; i++) {\n",
       "        curData[i][\"visible\"] = true;\n",
       "        for (var j = 0; j < curPlot.data.length; j++) {\n",
       "          if ( curData[i].name !== curPlot.data[j].name ) { continue; }\n",
       "          if ( curPlot.data[j].visible !== \"legendonly\" ) { continue; }\n",
       "\n",
       "          curData[i][\"visible\"] = \"legendonly\";\n",
       "        }\n",
       "      }\n",
       "\n",
       "      Plotly.react(curPlot, curData, curLayout, curConfig);\n",
       "    }\n",
       "\n",
       "    function customPlotLoader(curCallback) {\n",
       "      if ( $(\".js-nouislider-css\").length == 0 ) {\n",
       "        $(\"head\").append(\n",
       "          '<link class=\"js-nouislider-css\" href=\"https://cdn.jsdelivr.net/gh/djsegal/SimplePlots.jl/dist/nouislider.min.css\" rel=\"stylesheet\">'\n",
       "        );\n",
       "      }\n",
       "\n",
       "      if ( $(\".js-custom-css\").length == 0 ) {\n",
       "        $(\"head\").append(\n",
       "          '<link class=\"js-custom-css\" href=\"https://cdn.jsdelivr.net/gh/djsegal/SimplePlots.jl/dist/custom.min.css\" rel=\"stylesheet\">'\n",
       "        );\n",
       "      }\n",
       "\n",
       "      if ( typeof Plotly !== \"undefined\" ) {\n",
       "        if ( typeof curCallback !== \"undefined\" ) {\n",
       "          curCallback();\n",
       "        }\n",
       "        return;\n",
       "      }\n",
       "\n",
       "      var plotlyScripts = document.getElementsByClassName(\"js-plotly-script\");\n",
       "\n",
       "      for (var i = 0; i < plotlyScripts.length; i++) {\n",
       "        var scriptParent = plotlyScripts[i].parentElement;\n",
       "        scriptParent.style.margin = \"0\";\n",
       "        scriptParent.style.padding = \"0\";\n",
       "      }\n",
       "\n",
       "      require.config({\n",
       "        paths: {\n",
       "          Plotly: \"https://cdn.plot.ly/plotly-1.53.0.min\",\n",
       "          noUiSlider: \"https://cdn.jsdelivr.net/gh/djsegal/SimplePlots.jl/dist/nouislider.min\",\n",
       "          wNumb: \"https://cdn.jsdelivr.net/gh/djsegal/SimplePlots.jl/dist/wnumb.min\"\n",
       "        }\n",
       "      });\n",
       "\n",
       "      require([\"Plotly\", \"noUiSlider\", \"wNumb\"], function(Plotly, noUiSlider, wNumb){\n",
       "        window.Plotly = Plotly;\n",
       "        window.noUiSlider = noUiSlider;\n",
       "        window.wNumb = wNumb;\n",
       "\n",
       "        if ( typeof curCallback !== \"undefined\" ) {\n",
       "          curCallback();\n",
       "        }\n",
       "\n",
       "        $(\"head\").append($(\".js-plotly-script\"));\n",
       "        $(\"head .js-plotly-script:not(:first)\").remove();\n",
       "        $(\"body .js-plotly-script\").remove();\n",
       "      });\n",
       "    }\n",
       "\n",
       "    $(document).ready(customPlotLoader);\n",
       "    customPlotLoader();\n",
       "  </script>\n"
      ],
      "text/plain": [
       "HTML{String}(\"  <script type=\\\"text/javascript\\\" class=\\\"js-plotly-script\\\">\\n    globalComms = {};\\n    demoData = {};\\n\\n    \\$(\\\".js-plotly-script\\\").parent().css('padding', 0);\\n\\n    function customPlotlyReact(curPlot, curData, curLayout, curConfig) {\\n      for (var i = 0; i < curData.length; i++) {\\n        curData[i][\\\"visible\\\"] = true;\\n        for (var j = 0; j < curPlot.data.length; j++) {\\n          if ( curData[i].name !== curPlot.data[j].name ) { continue; }\\n          if ( curPlot.data[j].visible !== \\\"legendonly\\\" ) { continue; }\\n\\n          curData[i][\\\"visible\\\"] = \\\"legendonly\\\";\\n        }\\n      }\\n\\n      Plotly.react(curPlot, curData, curLayout, curConfig);\\n    }\\n\\n    function customPlotLoader(curCallback) {\\n      if ( \\$(\\\".js-nouislider-css\\\").length == 0 ) {\\n        \\$(\\\"head\\\").append(\\n          '<link class=\\\"js-nouislider-css\\\" href=\\\"https://cdn.jsdelivr.net/gh/djsegal/SimplePlots.jl/dist/nouislider.min.css\\\" rel=\\\"stylesheet\\\">'\\n        );\\n      }\\n\\n      if ( \\$(\\\".js-custom-css\\\").length == 0 ) {\\n        \\$(\\\"head\\\").append(\\n          '<link class=\\\"js-custom-css\\\" href=\\\"https://cdn.jsdelivr.net/gh/djsegal/SimplePlots.jl/dist/custom.min.css\\\" rel=\\\"stylesheet\\\">'\\n        );\\n      }\\n\\n      if ( typeof Plotly !== \\\"undefined\\\" ) {\\n        if ( typeof curCallback !== \\\"undefined\\\" ) {\\n          curCallback();\\n        }\\n        return;\\n      }\\n\\n      var plotlyScripts = document.getElementsByClassName(\\\"js-plotly-script\\\");\\n\\n      for (var i = 0; i < plotlyScripts.length; i++) {\\n        var scriptParent = plotlyScripts[i].parentElement;\\n        scriptParent.style.margin = \\\"0\\\";\\n        scriptParent.style.padding = \\\"0\\\";\\n      }\\n\\n      require.config({\\n        paths: {\\n          Plotly: \\\"https://cdn.plot.ly/plotly-1.53.0.min\\\",\\n          noUiSlider: \\\"https://cdn.jsdelivr.net/gh/djsegal/SimplePlots.jl/dist/nouislider.min\\\",\\n          wNumb: \\\"https://cdn.jsdelivr.net/gh/djsegal/SimplePlots.jl/dist/wnumb.min\\\"\\n        }\\n      });\\n\\n      require([\\\"Plotly\\\", \\\"noUiSlider\\\", \\\"wNumb\\\"], function(Plotly, noUiSlider, wNumb){\\n        window.Plotly = Plotly;\\n        window.noUiSlider = noUiSlider;\\n        window.wNumb = wNumb;\\n\\n        if ( typeof curCallback !== \\\"undefined\\\" ) {\\n          curCallback();\\n        }\\n\\n        \\$(\\\"head\\\").append(\\$(\\\".js-plotly-script\\\"));\\n        \\$(\\\"head .js-plotly-script:not(:first)\\\").remove();\\n        \\$(\\\"body .js-plotly-script\\\").remove();\\n      });\\n    }\\n\\n    \\$(document).ready(customPlotLoader);\\n    customPlotLoader();\\n  </script>\\n\")"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  1.478263 seconds (3.18 M allocations: 162.722 MiB, 2.37% gc time)\n"
     ]
    }
   ],
   "source": [
    "@time using SimplePlots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  1.638591 seconds (3.53 M allocations: 172.899 MiB, 9.20% gc time)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "  <div id=\"js-plot-c2dcbe6e-1a46-4aa0-8c33-182397aed1b1\" style=\"width:600px;height:400px;\"></div>\n",
       "  <script class=\"js-new-plot-script\">\n",
       "    var anonFunc = function () {\n",
       "      plotDiv = document.getElementById('js-plot-c2dcbe6e-1a46-4aa0-8c33-182397aed1b1');\n",
       "      if ( plotDiv === null ) { return; }\n",
       "      if ( plotDiv.childElementCount > 0 ) { return; }\n",
       "\n",
       "      Plotly.newPlot(\n",
       "        plotDiv,\n",
       "        [{\"name\":\"Scatter\",\"marker\":{\"color\":\"#AB63FA\",\"size\":6},\"mode\":\"markers\",\"x\":[1,2,3,4,5,6,7,8,9,10],\"y\":[0.052475219232092085,0.04372576030223296,0.314106326317114,0.6368279600003266,0.44196168220926846,0.16584774179052797,0.6811985459320926,0.9822576387780155,0.9732490039586821,0.13571122091167176]},{\"name\":\"Plot\",\"line\":{\"color\":\"#00CC96\"},\"mode\":\"lines\",\"x\":[1.0,1.2589254117941673,1.5848931924611136,1.9952623149688795,2.51188643150958,3.1622776601683795,3.9810717055349722,5.011872336272722,6.309573444801933,7.943282347242816,10.0],\"y\":[0.75,0.25,0.5,0.4,0.45,0.4,0.25,0.25,0.25,0.4,0.3]}],\n",
       "        {\"showlegend\":true,\"xaxis\":{\"autorange\":false,\"range\":[0.0,1.1760912590556813],\"title\":\"x\",\"type\":\"log\",\"exponentformat\":\"power\"},\"annotations\":[],\"title\":\"Example\",\"yaxis\":{\"autorange\":false,\"range\":[0,1],\"title\":\"y\",\"type\":\"linear\"},\"shapes\":[{\"line\":{\"color\":\"#EF553B\"},\"x1\":1,\"y1\":\"0.25\",\"x0\":0,\"xref\":\"paper\",\"y0\":\"0.25\",\"type\":\"line\"},{\"line\":{\"color\":\"#EF553B\"},\"x1\":1,\"y1\":\"0.75\",\"x0\":0,\"xref\":\"paper\",\"y0\":\"0.75\",\"type\":\"line\"},{\"line\":{\"color\":\"#636EFA\",\"width\":4,\"dash\":\"dash\"},\"x1\":\"5\",\"y1\":1,\"x0\":\"5\",\"yref\":\"paper\",\"y0\":0,\"type\":\"line\",\"opacity\":0.4}],\"legend\":{}},\n",
       "        {\"responsive\":true}\n",
       "      );\n",
       "    }\n",
       "\n",
       "    customPlotLoader(anonFunc);\n",
       "  </script>\n"
      ],
      "text/plain": [
       "HTML{String}(\"  <div id=\\\"js-plot-c2dcbe6e-1a46-4aa0-8c33-182397aed1b1\\\" style=\\\"width:600px;height:400px;\\\"></div>\\n  <script class=\\\"js-new-plot-script\\\">\\n    var anonFunc = function () {\\n      plotDiv = document.getElementById('js-plot-c2dcbe6e-1a46-4aa0-8c33-182397aed1b1');\\n      if ( plotDiv === null ) { return; }\\n      if ( plotDiv.childElementCount > 0 ) { return; }\\n\\n      Plotly.newPlot(\\n        plotDiv,\\n        [{\\\"name\\\":\\\"Scatter\\\",\\\"marker\\\":{\\\"color\\\":\\\"#AB63FA\\\",\\\"size\\\":6},\\\"mode\\\":\\\"markers\\\",\\\"x\\\":[1,2,3,4,5,6,7,8,9,10],\\\"y\\\":[0.052475219232092085,0.04372576030223296,0.314106326317114,0.6368279600003266,0.44196168220926846,0.16584774179052797,0.6811985459320926,0.9822576387780155,0.9732490039586821,0.13571122091167176]},{\\\"name\\\":\\\"Plot\\\",\\\"line\\\":{\\\"color\\\":\\\"#00CC96\\\"},\\\"mode\\\":\\\"lines\\\",\\\"x\\\":[1.0,1.2589254117941673,1.5848931924611136,1.9952623149688795,2.51188643150958,3.1622776601683795,3.9810717055349722,5.011872336272722,6.309573444801933,7.943282347242816,10.0],\\\"y\\\":[0.75,0.25,0.5,0.4,0.45,0.4,0.25,0.25,0.25,0.4,0.3]}],\\n        {\\\"showlegend\\\":true,\\\"xaxis\\\":{\\\"autorange\\\":false,\\\"range\\\":[0.0,1.1760912590556813],\\\"title\\\":\\\"x\\\",\\\"type\\\":\\\"log\\\",\\\"exponentformat\\\":\\\"power\\\"},\\\"annotations\\\":[],\\\"title\\\":\\\"Example\\\",\\\"yaxis\\\":{\\\"autorange\\\":false,\\\"range\\\":[0,1],\\\"title\\\":\\\"y\\\",\\\"type\\\":\\\"linear\\\"},\\\"shapes\\\":[{\\\"line\\\":{\\\"color\\\":\\\"#EF553B\\\"},\\\"x1\\\":1,\\\"y1\\\":\\\"0.25\\\",\\\"x0\\\":0,\\\"xref\\\":\\\"paper\\\",\\\"y0\\\":\\\"0.25\\\",\\\"type\\\":\\\"line\\\"},{\\\"line\\\":{\\\"color\\\":\\\"#EF553B\\\"},\\\"x1\\\":1,\\\"y1\\\":\\\"0.75\\\",\\\"x0\\\":0,\\\"xref\\\":\\\"paper\\\",\\\"y0\\\":\\\"0.75\\\",\\\"type\\\":\\\"line\\\"},{\\\"line\\\":{\\\"color\\\":\\\"#636EFA\\\",\\\"width\\\":4,\\\"dash\\\":\\\"dash\\\"},\\\"x1\\\":\\\"5\\\",\\\"y1\\\":1,\\\"x0\\\":\\\"5\\\",\\\"yref\\\":\\\"paper\\\",\\\"y0\\\":0,\\\"type\\\":\\\"line\\\",\\\"opacity\\\":0.4}],\\\"legend\\\":{}},\\n        {\\\"responsive\\\":true}\\n      );\\n    }\\n\\n    customPlotLoader(anonFunc);\\n  </script>\\n\")"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": []
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function foo()\n",
    "  scatter(\n",
    "    rand(10), label=\"Scatter\", color=4,\n",
    "    xlabel=\"x\", markersize=6\n",
    "  )\n",
    "\n",
    "  ylabel!(\"y\")\n",
    "\n",
    "  cur_x = 10 .^ (0:0.1:1)\n",
    "  cur_y = rand(0.25:0.05:0.75, length(cur_x))\n",
    "\n",
    "  plot!(cur_x, cur_y, label=\"Plot\", color=3, title=\"Example\")\n",
    "\n",
    "  hline!([1,3] ./ 4, color=2)\n",
    "  vline!(5, linewidth=4, alpha=0.4, linestyle=:dash)\n",
    "\n",
    "  plot!(xlim=(1,15))\n",
    "\n",
    "  ylims!(0,1)\n",
    "  xscale!(:log10)\n",
    "end\n",
    "\n",
    "@time foo()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "  <div class='js-interact' id='js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5'>\n",
       "    <div class='js-widgets'>\n",
       "  <div class='cs-widget js-widget'>\n",
       "    <div class='cs-widget-label'>\n",
       "      y\n",
       "    </div>\n",
       "<div class='cs-widget-slider js-widget-slider'></div>  <div class='cs-widget-value js-widget-value '>\n",
       "    5\n",
       "  </div>\n",
       "\n",
       "  </div>\n",
       "  <div class='cs-widget js-widget'>\n",
       "    <div class='cs-widget-label'>\n",
       "      t\n",
       "    </div>\n",
       "  <div class='js-widget-toggle'>\n",
       "    <div class=\"cs-button-group\" style=\"display: inline-flex;\">\n",
       "  <div class=\"cs-button cs-active\">\n",
       "    title1\n",
       "  </div>\n",
       "  <div class=\"cs-button\">\n",
       "    title2\n",
       "  </div>\n",
       "  <div class=\"cs-button\">\n",
       "    title3\n",
       "  </div>\n",
       "  <div class=\"cs-button\">\n",
       "    title4\n",
       "  </div>\n",
       "    </div>\n",
       "  </div>\n",
       "  <div class='cs-widget-value js-widget-value cs-hidden'>\n",
       "    title1\n",
       "  </div>\n",
       "\n",
       "  </div>\n",
       "    </div>\n",
       "\n",
       "    <div class='js-display'>\n",
       "    </div>\n",
       "  </div>\n",
       "  <script>\n",
       "    var anonFunc = function () {\n",
       "  var foundSlider = false;\n",
       "  $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-widget-slider\").each(function( index ) {\n",
       "    var tmpText = $(this.parentElement).children(\".cs-widget-label\").text().trim();\n",
       "    if ( tmpText !== \"y\" ) { return; }\n",
       "\n",
       "    if ( foundSlider ) { alert(\"There are repeated sliders!\"); }\n",
       "\n",
       "    foundSlider = true;\n",
       "    noUiSlider.create(this, {\n",
       "        start: 3,\n",
       "        step: 1,\n",
       "        connect: \"lower\",\n",
       "        format: wNumb({\n",
       "          decimals: 0\n",
       "        }),\n",
       "        range: {\n",
       "          min: 0,\n",
       "          max: 4\n",
       "        }\n",
       "    });\n",
       "\n",
       "    var that = this;\n",
       "    this.noUiSlider.on('update', function (values, handle) {\n",
       "      var tmpRange = [\"2\", \"3\", \"4\", \"5\", \"6\"];\n",
       "      var newValue = tmpRange[values[handle]];\n",
       "\n",
       "      var tmpSpan = $(that.parentElement).children(\".js-widget-value\")[0];\n",
       "      tmpSpan.innerText = newValue;\n",
       "\n",
       "      $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\").trigger(\"interact\");\n",
       "    });\n",
       "  });\n",
       "  if ( !foundSlider ) { alert(\"Unable to find all sliders!\"); }\n",
       "  $(\".js-widget-toggle .cs-button\").click(function (curEvent) {\n",
       "    if ( !$(curEvent.target).hasClass(\"cs-active\") ) {\n",
       "      var curItems = $(curEvent.target.parentElement).children(\".cs-button\");\n",
       "      var curIndex = curItems.index(curEvent.target);\n",
       "\n",
       "      $.each(curItems, function(workIndex, workValue) {\n",
       "        var otherTarget = $(curEvent.target.parentElement.children[workIndex]);\n",
       "\n",
       "        otherTarget.removeClass(\"cs-active\");\n",
       "        otherTarget.removeClass(\"cs-pre-active\");\n",
       "\n",
       "        if ( workIndex == curIndex ) { otherTarget.addClass(\"cs-active\"); }\n",
       "        if ( workIndex == curIndex - 1 ) { otherTarget.addClass(\"cs-pre-active\"); }\n",
       "      });\n",
       "\n",
       "      var curWidgetVal = $(curEvent.target).closest(\".js-widget\").children(\".js-widget-value\")[0];\n",
       "      curWidgetVal.innerText = curEvent.target.innerText;\n",
       "\n",
       "      $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\").trigger(\"interact\");\n",
       "    }\n",
       "  });\n",
       "  $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\").on(\"interact\", function() {\n",
       "    var msgLabels = $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .cs-widget-label\").map(function(){\n",
       "       return $.trim($(this).text());\n",
       "    }).get();\n",
       "\n",
       "    var msgValues = $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .cs-widget-value\").map(function(){\n",
       "       return $.trim($(this).text());\n",
       "    }).get();\n",
       "\n",
       "    var msgDict = msgLabels.reduce((obj, k, i) => ({...obj, [k]: msgValues[i] }), {});\n",
       "\n",
       "    var workPlotlyId = $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-plotly-plot\").attr(\"id\");\n",
       "    msgDict[\"___interact_plot_id___\"] = workPlotlyId;\n",
       "\n",
       "    if ( \"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\" in demoData ) {\n",
       "      tmpData = demoData[\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\"];\n",
       "  tmpData = tmpData[msgDict[\"y\"]];\n",
       "  tmpData = tmpData[msgDict[\"t\"]];\n",
       "      var workPlot = $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-plotly-plot\")[0];\n",
       "      var workJson = tmpData;\n",
       "\n",
       "      if ( typeof workPlot === \"undefined\" ) {\n",
       "        var tmpDisplay = $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-display\");\n",
       "        var tmpPlotId = \"js-plot-3c7f5386-292a-467d-abb2-f198278cf4f8\";\n",
       "        tmpDisplay.html('<div id=\"' + tmpPlotId + '\" style=\"width:600px;height:400px;\"></div>');\n",
       "\n",
       "        plotDiv = document.getElementById(tmpPlotId);\n",
       "        Plotly.newPlot(plotDiv, workJson.data, workJson.layout, workJson.config);\n",
       "      } else {\n",
       "        customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\n",
       "      }\n",
       "    } else {\n",
       "      if ( \"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\" in globalComms ) {\n",
       "        globalComms[\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\"].send(msgDict);\n",
       "      } else {\n",
       "        console.log(\"Unable to startup GUI – may be waiting for demo data...\")\n",
       "      }\n",
       "    }\n",
       "  });\n",
       "    }\n",
       "\n",
       "    customPlotLoader(anonFunc);\n",
       "  </script>\n"
      ],
      "text/plain": [
       "HTML{String}(\"  <div class='js-interact' id='js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5'>\\n    <div class='js-widgets'>\\n  <div class='cs-widget js-widget'>\\n    <div class='cs-widget-label'>\\n      y\\n    </div>\\n<div class='cs-widget-slider js-widget-slider'></div>  <div class='cs-widget-value js-widget-value '>\\n    5\\n  </div>\\n\\n  </div>\\n  <div class='cs-widget js-widget'>\\n    <div class='cs-widget-label'>\\n      t\\n    </div>\\n  <div class='js-widget-toggle'>\\n    <div class=\\\"cs-button-group\\\" style=\\\"display: inline-flex;\\\">\\n  <div class=\\\"cs-button cs-active\\\">\\n    title1\\n  </div>\\n  <div class=\\\"cs-button\\\">\\n    title2\\n  </div>\\n  <div class=\\\"cs-button\\\">\\n    title3\\n  </div>\\n  <div class=\\\"cs-button\\\">\\n    title4\\n  </div>\\n    </div>\\n  </div>\\n  <div class='cs-widget-value js-widget-value cs-hidden'>\\n    title1\\n  </div>\\n\\n  </div>\\n    </div>\\n\\n    <div class='js-display'>\\n    </div>\\n  </div>\\n  <script>\\n    var anonFunc = function () {\\n  var foundSlider = false;\\n  \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-widget-slider\\\").each(function( index ) {\\n    var tmpText = \\$(this.parentElement).children(\\\".cs-widget-label\\\").text().trim();\\n    if ( tmpText !== \\\"y\\\" ) { return; }\\n\\n    if ( foundSlider ) { alert(\\\"There are repeated sliders!\\\"); }\\n\\n    foundSlider = true;\\n    noUiSlider.create(this, {\\n        start: 3,\\n        step: 1,\\n        connect: \\\"lower\\\",\\n        format: wNumb({\\n          decimals: 0\\n        }),\\n        range: {\\n          min: 0,\\n          max: 4\\n        }\\n    });\\n\\n    var that = this;\\n    this.noUiSlider.on('update', function (values, handle) {\\n      var tmpRange = [\\\"2\\\", \\\"3\\\", \\\"4\\\", \\\"5\\\", \\\"6\\\"];\\n      var newValue = tmpRange[values[handle]];\\n\\n      var tmpSpan = \\$(that.parentElement).children(\\\".js-widget-value\\\")[0];\\n      tmpSpan.innerText = newValue;\\n\\n      \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\\\").trigger(\\\"interact\\\");\\n    });\\n  });\\n  if ( !foundSlider ) { alert(\\\"Unable to find all sliders!\\\"); }\\n  \\$(\\\".js-widget-toggle .cs-button\\\").click(function (curEvent) {\\n    if ( !\\$(curEvent.target).hasClass(\\\"cs-active\\\") ) {\\n      var curItems = \\$(curEvent.target.parentElement).children(\\\".cs-button\\\");\\n      var curIndex = curItems.index(curEvent.target);\\n\\n      \\$.each(curItems, function(workIndex, workValue) {\\n        var otherTarget = \\$(curEvent.target.parentElement.children[workIndex]);\\n\\n        otherTarget.removeClass(\\\"cs-active\\\");\\n        otherTarget.removeClass(\\\"cs-pre-active\\\");\\n\\n        if ( workIndex == curIndex ) { otherTarget.addClass(\\\"cs-active\\\"); }\\n        if ( workIndex == curIndex - 1 ) { otherTarget.addClass(\\\"cs-pre-active\\\"); }\\n      });\\n\\n      var curWidgetVal = \\$(curEvent.target).closest(\\\".js-widget\\\").children(\\\".js-widget-value\\\")[0];\\n      curWidgetVal.innerText = curEvent.target.innerText;\\n\\n      \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\\\").trigger(\\\"interact\\\");\\n    }\\n  });\\n  \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\\\").on(\\\"interact\\\", function() {\\n    var msgLabels = \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .cs-widget-label\\\").map(function(){\\n       return \\$.trim(\\$(this).text());\\n    }).get();\\n\\n    var msgValues = \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .cs-widget-value\\\").map(function(){\\n       return \\$.trim(\\$(this).text());\\n    }).get();\\n\\n    var msgDict = msgLabels.reduce((obj, k, i) => ({...obj, [k]: msgValues[i] }), {});\\n\\n    var workPlotlyId = \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-plotly-plot\\\").attr(\\\"id\\\");\\n    msgDict[\\\"___interact_plot_id___\\\"] = workPlotlyId;\\n\\n    if ( \\\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\\\" in demoData ) {\\n      tmpData = demoData[\\\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\\\"];\\n  tmpData = tmpData[msgDict[\\\"y\\\"]];\\n  tmpData = tmpData[msgDict[\\\"t\\\"]];\\n      var workPlot = \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-plotly-plot\\\")[0];\\n      var workJson = tmpData;\\n\\n      if ( typeof workPlot === \\\"undefined\\\" ) {\\n        var tmpDisplay = \\$(\\\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-display\\\");\\n        var tmpPlotId = \\\"js-plot-3c7f5386-292a-467d-abb2-f198278cf4f8\\\";\\n        tmpDisplay.html('<div id=\\\"' + tmpPlotId + '\\\" style=\\\"width:600px;height:400px;\\\"></div>');\\n\\n        plotDiv = document.getElementById(tmpPlotId);\\n        Plotly.newPlot(plotDiv, workJson.data, workJson.layout, workJson.config);\\n      } else {\\n        customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\\n      }\\n    } else {\\n      if ( \\\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\\\" in globalComms ) {\\n        globalComms[\\\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\\\"].send(msgDict);\\n      } else {\\n        console.log(\\\"Unable to startup GUI – may be waiting for demo data...\\\")\\n      }\\n    }\\n  });\\n    }\\n\\n    customPlotLoader(anonFunc);\\n  </script>\\n\")"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "  var _guiBootup = function (curCallback) {\n",
       "    Jupyter.notebook.kernel.comm_manager.unregister_target(\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\")\n",
       "    Jupyter.notebook.kernel.comm_manager.register_target(\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\", function (comm, msg) {\n",
       "      globalComms[\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\"] = comm;\n",
       "\n",
       "      comm.on_msg(function(msg) {\n",
       "        if ( \"json\" in msg.content.data ) {\n",
       "          var workPlot = $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-plotly-plot\")[0];\n",
       "          if ( typeof workPlot === \"undefined\" ) { alert(\"Could not find plotly plot!\"); }\n",
       "\n",
       "          var workJson = msg.content.data.json.plot;\n",
       "          customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\n",
       "\n",
       "          $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-new-plot-script\").replaceWith(msg.content.data.json.script);\n",
       "        } else {\n",
       "          if ( \"html\" in msg.content.data ) {\n",
       "            var tmpDisplay = $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5 .js-display\");\n",
       "            tmpDisplay.html(msg.content.data.html);\n",
       "          } else {\n",
       "            if ( \"text\" in msg.content.data ) {\n",
       "              console.log(msg.content.data.text);\n",
       "            } else {\n",
       "              alert(\"Unrecognized interact content type!\");\n",
       "            }\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "\n",
       "      comm.on_close(function(msg) { console.log(\"Julia close message: \" + msg); });\n",
       "      $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\").trigger(\"interact\");\n",
       "    })\n",
       "\n",
       "    var curCommand = 'Main.SimplePlots.interact_comms[\"interact-789e26cd-502a-4516-b869-f6dcf0f8e6e5\"][] += 10';\n",
       "    Jupyter.notebook.kernel.execute(curCommand, {\"iopub\": {\"output\": function(tmpMessage) {\n",
       "      console.log(tmpMessage)\n",
       "    }}});\n",
       "\n",
       "    if ( typeof curCallback !== \"undefined\" ) { curCallback(); }\n",
       "  }\n",
       "\n",
       "  if ( typeof Jupyter === \"undefined\" ) {\n",
       "    customPlotLoader(function() {\n",
       "      $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\").trigger(\"interact\");\n",
       "    });\n",
       "  } else {\n",
       "    if (Jupyter.notebook.kernel) {\n",
       "      _guiBootup()\n",
       "    } else {\n",
       "      Jupyter.notebook.events.one('kernel_ready.Kernel', (e) => {\n",
       "        _guiBootup(function() {\n",
       "          customPlotLoader(function() {\n",
       "            $(\"#js-interact__789e26cd-502a-4516-b869-f6dcf0f8e6e5\").trigger(\"interact\");\n",
       "          });\n",
       "        });\n",
       "      });\n",
       "    }\n",
       "  }\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  1.318942 seconds (3.22 M allocations: 154.547 MiB, 3.16% gc time)\n"
     ]
    }
   ],
   "source": [
    "function bar()\n",
    "  yy = rand(10)\n",
    "  xx = slider(2:6, value=5, label=\"y\")\n",
    "  SimplePlots.@gui for x in xx, t = \"title\" .* string.(1:4)\n",
    "    plot(x .* 1:10, yy, title=t)\n",
    "  end\n",
    "end\n",
    "\n",
    "@time bar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "  <div class='js-interact' id='js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415'>\n",
       "    <div class='js-widgets'>\n",
       "  <div class='cs-widget js-widget'>\n",
       "    <div class='cs-widget-label'>\n",
       "      y\n",
       "    </div>\n",
       "<div class='cs-widget-slider js-widget-slider'></div>  <div class='cs-widget-value js-widget-value '>\n",
       "    5\n",
       "  </div>\n",
       "\n",
       "  </div>\n",
       "  <div class='cs-widget js-widget'>\n",
       "    <div class='cs-widget-label'>\n",
       "      t\n",
       "    </div>\n",
       "  <div class='js-widget-toggle'>\n",
       "    <div class=\"cs-button-group\" style=\"display: inline-flex;\">\n",
       "  <div class=\"cs-button cs-active\">\n",
       "    title1\n",
       "  </div>\n",
       "  <div class=\"cs-button\">\n",
       "    title2\n",
       "  </div>\n",
       "  <div class=\"cs-button\">\n",
       "    title3\n",
       "  </div>\n",
       "  <div class=\"cs-button\">\n",
       "    title4\n",
       "  </div>\n",
       "    </div>\n",
       "  </div>\n",
       "  <div class='cs-widget-value js-widget-value cs-hidden'>\n",
       "    title1\n",
       "  </div>\n",
       "\n",
       "  </div>\n",
       "    </div>\n",
       "\n",
       "    <div class='js-display'>\n",
       "    </div>\n",
       "  </div>\n",
       "  <script>\n",
       "    var anonFunc = function () {\n",
       "  var foundSlider = false;\n",
       "  $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-widget-slider\").each(function( index ) {\n",
       "    var tmpText = $(this.parentElement).children(\".cs-widget-label\").text().trim();\n",
       "    if ( tmpText !== \"y\" ) { return; }\n",
       "\n",
       "    if ( foundSlider ) { alert(\"There are repeated sliders!\"); }\n",
       "\n",
       "    foundSlider = true;\n",
       "    noUiSlider.create(this, {\n",
       "        start: 3,\n",
       "        step: 1,\n",
       "        connect: \"lower\",\n",
       "        format: wNumb({\n",
       "          decimals: 0\n",
       "        }),\n",
       "        range: {\n",
       "          min: 0,\n",
       "          max: 4\n",
       "        }\n",
       "    });\n",
       "\n",
       "    var that = this;\n",
       "    this.noUiSlider.on('update', function (values, handle) {\n",
       "      var tmpRange = [\"2\", \"3\", \"4\", \"5\", \"6\"];\n",
       "      var newValue = tmpRange[values[handle]];\n",
       "\n",
       "      var tmpSpan = $(that.parentElement).children(\".js-widget-value\")[0];\n",
       "      tmpSpan.innerText = newValue;\n",
       "\n",
       "      $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\").trigger(\"interact\");\n",
       "    });\n",
       "  });\n",
       "  if ( !foundSlider ) { alert(\"Unable to find all sliders!\"); }\n",
       "  $(\".js-widget-toggle .cs-button\").click(function (curEvent) {\n",
       "    if ( !$(curEvent.target).hasClass(\"cs-active\") ) {\n",
       "      var curItems = $(curEvent.target.parentElement).children(\".cs-button\");\n",
       "      var curIndex = curItems.index(curEvent.target);\n",
       "\n",
       "      $.each(curItems, function(workIndex, workValue) {\n",
       "        var otherTarget = $(curEvent.target.parentElement.children[workIndex]);\n",
       "\n",
       "        otherTarget.removeClass(\"cs-active\");\n",
       "        otherTarget.removeClass(\"cs-pre-active\");\n",
       "\n",
       "        if ( workIndex == curIndex ) { otherTarget.addClass(\"cs-active\"); }\n",
       "        if ( workIndex == curIndex - 1 ) { otherTarget.addClass(\"cs-pre-active\"); }\n",
       "      });\n",
       "\n",
       "      var curWidgetVal = $(curEvent.target).closest(\".js-widget\").children(\".js-widget-value\")[0];\n",
       "      curWidgetVal.innerText = curEvent.target.innerText;\n",
       "\n",
       "      $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\").trigger(\"interact\");\n",
       "    }\n",
       "  });\n",
       "  $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\").on(\"interact\", function() {\n",
       "    var msgLabels = $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .cs-widget-label\").map(function(){\n",
       "       return $.trim($(this).text());\n",
       "    }).get();\n",
       "\n",
       "    var msgValues = $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .cs-widget-value\").map(function(){\n",
       "       return $.trim($(this).text());\n",
       "    }).get();\n",
       "\n",
       "    var msgDict = msgLabels.reduce((obj, k, i) => ({...obj, [k]: msgValues[i] }), {});\n",
       "\n",
       "    var workPlotlyId = $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-plotly-plot\").attr(\"id\");\n",
       "    msgDict[\"___interact_plot_id___\"] = workPlotlyId;\n",
       "\n",
       "    if ( \"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\" in demoData ) {\n",
       "      tmpData = demoData[\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\"];\n",
       "  tmpData = tmpData[msgDict[\"y\"]];\n",
       "  tmpData = tmpData[msgDict[\"t\"]];\n",
       "      var workPlot = $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-plotly-plot\")[0];\n",
       "      var workJson = tmpData;\n",
       "\n",
       "      if ( typeof workPlot === \"undefined\" ) {\n",
       "        var tmpDisplay = $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-display\");\n",
       "        var tmpPlotId = \"js-plot-17e9989c-0a94-4b40-a16f-7c540540121e\";\n",
       "        tmpDisplay.html('<div id=\"' + tmpPlotId + '\" style=\"width:600px;height:400px;\"></div>');\n",
       "\n",
       "        plotDiv = document.getElementById(tmpPlotId);\n",
       "        Plotly.newPlot(plotDiv, workJson.data, workJson.layout, workJson.config);\n",
       "      } else {\n",
       "        customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\n",
       "      }\n",
       "    } else {\n",
       "      if ( \"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\" in globalComms ) {\n",
       "        globalComms[\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\"].send(msgDict);\n",
       "      } else {\n",
       "        console.log(\"Unable to startup GUI – may be waiting for demo data...\")\n",
       "      }\n",
       "    }\n",
       "  });\n",
       "    }\n",
       "\n",
       "    customPlotLoader(anonFunc);\n",
       "  </script>\n"
      ],
      "text/plain": [
       "HTML{String}(\"  <div class='js-interact' id='js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415'>\\n    <div class='js-widgets'>\\n  <div class='cs-widget js-widget'>\\n    <div class='cs-widget-label'>\\n      y\\n    </div>\\n<div class='cs-widget-slider js-widget-slider'></div>  <div class='cs-widget-value js-widget-value '>\\n    5\\n  </div>\\n\\n  </div>\\n  <div class='cs-widget js-widget'>\\n    <div class='cs-widget-label'>\\n      t\\n    </div>\\n  <div class='js-widget-toggle'>\\n    <div class=\\\"cs-button-group\\\" style=\\\"display: inline-flex;\\\">\\n  <div class=\\\"cs-button cs-active\\\">\\n    title1\\n  </div>\\n  <div class=\\\"cs-button\\\">\\n    title2\\n  </div>\\n  <div class=\\\"cs-button\\\">\\n    title3\\n  </div>\\n  <div class=\\\"cs-button\\\">\\n    title4\\n  </div>\\n    </div>\\n  </div>\\n  <div class='cs-widget-value js-widget-value cs-hidden'>\\n    title1\\n  </div>\\n\\n  </div>\\n    </div>\\n\\n    <div class='js-display'>\\n    </div>\\n  </div>\\n  <script>\\n    var anonFunc = function () {\\n  var foundSlider = false;\\n  \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-widget-slider\\\").each(function( index ) {\\n    var tmpText = \\$(this.parentElement).children(\\\".cs-widget-label\\\").text().trim();\\n    if ( tmpText !== \\\"y\\\" ) { return; }\\n\\n    if ( foundSlider ) { alert(\\\"There are repeated sliders!\\\"); }\\n\\n    foundSlider = true;\\n    noUiSlider.create(this, {\\n        start: 3,\\n        step: 1,\\n        connect: \\\"lower\\\",\\n        format: wNumb({\\n          decimals: 0\\n        }),\\n        range: {\\n          min: 0,\\n          max: 4\\n        }\\n    });\\n\\n    var that = this;\\n    this.noUiSlider.on('update', function (values, handle) {\\n      var tmpRange = [\\\"2\\\", \\\"3\\\", \\\"4\\\", \\\"5\\\", \\\"6\\\"];\\n      var newValue = tmpRange[values[handle]];\\n\\n      var tmpSpan = \\$(that.parentElement).children(\\\".js-widget-value\\\")[0];\\n      tmpSpan.innerText = newValue;\\n\\n      \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\\\").trigger(\\\"interact\\\");\\n    });\\n  });\\n  if ( !foundSlider ) { alert(\\\"Unable to find all sliders!\\\"); }\\n  \\$(\\\".js-widget-toggle .cs-button\\\").click(function (curEvent) {\\n    if ( !\\$(curEvent.target).hasClass(\\\"cs-active\\\") ) {\\n      var curItems = \\$(curEvent.target.parentElement).children(\\\".cs-button\\\");\\n      var curIndex = curItems.index(curEvent.target);\\n\\n      \\$.each(curItems, function(workIndex, workValue) {\\n        var otherTarget = \\$(curEvent.target.parentElement.children[workIndex]);\\n\\n        otherTarget.removeClass(\\\"cs-active\\\");\\n        otherTarget.removeClass(\\\"cs-pre-active\\\");\\n\\n        if ( workIndex == curIndex ) { otherTarget.addClass(\\\"cs-active\\\"); }\\n        if ( workIndex == curIndex - 1 ) { otherTarget.addClass(\\\"cs-pre-active\\\"); }\\n      });\\n\\n      var curWidgetVal = \\$(curEvent.target).closest(\\\".js-widget\\\").children(\\\".js-widget-value\\\")[0];\\n      curWidgetVal.innerText = curEvent.target.innerText;\\n\\n      \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\\\").trigger(\\\"interact\\\");\\n    }\\n  });\\n  \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\\\").on(\\\"interact\\\", function() {\\n    var msgLabels = \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .cs-widget-label\\\").map(function(){\\n       return \\$.trim(\\$(this).text());\\n    }).get();\\n\\n    var msgValues = \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .cs-widget-value\\\").map(function(){\\n       return \\$.trim(\\$(this).text());\\n    }).get();\\n\\n    var msgDict = msgLabels.reduce((obj, k, i) => ({...obj, [k]: msgValues[i] }), {});\\n\\n    var workPlotlyId = \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-plotly-plot\\\").attr(\\\"id\\\");\\n    msgDict[\\\"___interact_plot_id___\\\"] = workPlotlyId;\\n\\n    if ( \\\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\\\" in demoData ) {\\n      tmpData = demoData[\\\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\\\"];\\n  tmpData = tmpData[msgDict[\\\"y\\\"]];\\n  tmpData = tmpData[msgDict[\\\"t\\\"]];\\n      var workPlot = \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-plotly-plot\\\")[0];\\n      var workJson = tmpData;\\n\\n      if ( typeof workPlot === \\\"undefined\\\" ) {\\n        var tmpDisplay = \\$(\\\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-display\\\");\\n        var tmpPlotId = \\\"js-plot-17e9989c-0a94-4b40-a16f-7c540540121e\\\";\\n        tmpDisplay.html('<div id=\\\"' + tmpPlotId + '\\\" style=\\\"width:600px;height:400px;\\\"></div>');\\n\\n        plotDiv = document.getElementById(tmpPlotId);\\n        Plotly.newPlot(plotDiv, workJson.data, workJson.layout, workJson.config);\\n      } else {\\n        customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\\n      }\\n    } else {\\n      if ( \\\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\\\" in globalComms ) {\\n        globalComms[\\\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\\\"].send(msgDict);\\n      } else {\\n        console.log(\\\"Unable to startup GUI – may be waiting for demo data...\\\")\\n      }\\n    }\\n  });\\n    }\\n\\n    customPlotLoader(anonFunc);\\n  </script>\\n\")"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "  var _guiBootup = function (curCallback) {\n",
       "    Jupyter.notebook.kernel.comm_manager.unregister_target(\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\")\n",
       "    Jupyter.notebook.kernel.comm_manager.register_target(\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\", function (comm, msg) {\n",
       "      globalComms[\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\"] = comm;\n",
       "\n",
       "      comm.on_msg(function(msg) {\n",
       "        if ( \"json\" in msg.content.data ) {\n",
       "          var workPlot = $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-plotly-plot\")[0];\n",
       "          if ( typeof workPlot === \"undefined\" ) { alert(\"Could not find plotly plot!\"); }\n",
       "\n",
       "          var workJson = msg.content.data.json.plot;\n",
       "          customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\n",
       "\n",
       "          $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-new-plot-script\").replaceWith(msg.content.data.json.script);\n",
       "        } else {\n",
       "          if ( \"html\" in msg.content.data ) {\n",
       "            var tmpDisplay = $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415 .js-display\");\n",
       "            tmpDisplay.html(msg.content.data.html);\n",
       "          } else {\n",
       "            if ( \"text\" in msg.content.data ) {\n",
       "              console.log(msg.content.data.text);\n",
       "            } else {\n",
       "              alert(\"Unrecognized interact content type!\");\n",
       "            }\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "\n",
       "      comm.on_close(function(msg) { console.log(\"Julia close message: \" + msg); });\n",
       "      $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\").trigger(\"interact\");\n",
       "    })\n",
       "\n",
       "    var curCommand = 'Main.SimplePlots.interact_comms[\"interact-1f0eb025-9bea-4667-879a-833ef3f7b415\"][] += 10';\n",
       "    Jupyter.notebook.kernel.execute(curCommand, {\"iopub\": {\"output\": function(tmpMessage) {\n",
       "      console.log(tmpMessage)\n",
       "    }}});\n",
       "\n",
       "    if ( typeof curCallback !== \"undefined\" ) { curCallback(); }\n",
       "  }\n",
       "\n",
       "  if ( typeof Jupyter === \"undefined\" ) {\n",
       "    customPlotLoader(function() {\n",
       "      $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\").trigger(\"interact\");\n",
       "    });\n",
       "  } else {\n",
       "    if (Jupyter.notebook.kernel) {\n",
       "      _guiBootup()\n",
       "    } else {\n",
       "      Jupyter.notebook.events.one('kernel_ready.Kernel', (e) => {\n",
       "        _guiBootup(function() {\n",
       "          customPlotLoader(function() {\n",
       "            $(\"#js-interact__1f0eb025-9bea-4667-879a-833ef3f7b415\").trigger(\"interact\");\n",
       "          });\n",
       "        });\n",
       "      });\n",
       "    }\n",
       "  }\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.021036 seconds (33.01 k allocations: 1.935 MiB)\n"
     ]
    }
   ],
   "source": [
    "function baz()\n",
    "  yy = rand(10)\n",
    "  xx = slider(2:6, value=5, label=\"y\")\n",
    "  SimplePlots.@manipulate for x in xx, t = \"title\" .* string.(1:4)\n",
    "    plot(x .* 1:10, yy, title=t)\n",
    "  end\n",
    "end\n",
    "\n",
    "@time baz()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "  <div class='js-interact' id='js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d'>\n",
       "    <div class='js-widgets'>\n",
       "  <div class='cs-widget js-widget'>\n",
       "    <div class='cs-widget-label'>\n",
       "      x\n",
       "    </div>\n",
       "<div class='cs-widget-slider js-widget-slider'></div>  <div class='cs-widget-value js-widget-value '>\n",
       "    2\n",
       "  </div>\n",
       "\n",
       "  </div>\n",
       "  <div class='cs-widget js-widget'>\n",
       "    <div class='cs-widget-label'>\n",
       "      t\n",
       "    </div>\n",
       "  <div class='js-widget-toggle'>\n",
       "    <div class=\"cs-button-group\" style=\"display: inline-flex;\">\n",
       "  <div class=\"cs-button cs-active\">\n",
       "    title 1\n",
       "  </div>\n",
       "  <div class=\"cs-button\">\n",
       "    title 2\n",
       "  </div>\n",
       "    </div>\n",
       "  </div>\n",
       "  <div class='cs-widget-value js-widget-value cs-hidden'>\n",
       "    title 1\n",
       "  </div>\n",
       "\n",
       "  </div>\n",
       "    </div>\n",
       "\n",
       "    <div class='js-display'>\n",
       "    </div>\n",
       "  </div>\n",
       "  <script>\n",
       "    var anonFunc = function () {\n",
       "  var foundSlider = false;\n",
       "  $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-widget-slider\").each(function( index ) {\n",
       "    var tmpText = $(this.parentElement).children(\".cs-widget-label\").text().trim();\n",
       "    if ( tmpText !== \"x\" ) { return; }\n",
       "\n",
       "    if ( foundSlider ) { alert(\"There are repeated sliders!\"); }\n",
       "\n",
       "    foundSlider = true;\n",
       "    noUiSlider.create(this, {\n",
       "        start: 1,\n",
       "        step: 1,\n",
       "        connect: \"lower\",\n",
       "        format: wNumb({\n",
       "          decimals: 0\n",
       "        }),\n",
       "        range: {\n",
       "          min: 0,\n",
       "          max: 2\n",
       "        }\n",
       "    });\n",
       "\n",
       "    var that = this;\n",
       "    this.noUiSlider.on('update', function (values, handle) {\n",
       "      var tmpRange = [\"1\", \"2\", \"3\"];\n",
       "      var newValue = tmpRange[values[handle]];\n",
       "\n",
       "      var tmpSpan = $(that.parentElement).children(\".js-widget-value\")[0];\n",
       "      tmpSpan.innerText = newValue;\n",
       "\n",
       "      $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\").trigger(\"interact\");\n",
       "    });\n",
       "  });\n",
       "  if ( !foundSlider ) { alert(\"Unable to find all sliders!\"); }\n",
       "  $(\".js-widget-toggle .cs-button\").click(function (curEvent) {\n",
       "    if ( !$(curEvent.target).hasClass(\"cs-active\") ) {\n",
       "      var curItems = $(curEvent.target.parentElement).children(\".cs-button\");\n",
       "      var curIndex = curItems.index(curEvent.target);\n",
       "\n",
       "      $.each(curItems, function(workIndex, workValue) {\n",
       "        var otherTarget = $(curEvent.target.parentElement.children[workIndex]);\n",
       "\n",
       "        otherTarget.removeClass(\"cs-active\");\n",
       "        otherTarget.removeClass(\"cs-pre-active\");\n",
       "\n",
       "        if ( workIndex == curIndex ) { otherTarget.addClass(\"cs-active\"); }\n",
       "        if ( workIndex == curIndex - 1 ) { otherTarget.addClass(\"cs-pre-active\"); }\n",
       "      });\n",
       "\n",
       "      var curWidgetVal = $(curEvent.target).closest(\".js-widget\").children(\".js-widget-value\")[0];\n",
       "      curWidgetVal.innerText = curEvent.target.innerText;\n",
       "\n",
       "      $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\").trigger(\"interact\");\n",
       "    }\n",
       "  });\n",
       "  $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\").on(\"interact\", function() {\n",
       "    var msgLabels = $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .cs-widget-label\").map(function(){\n",
       "       return $.trim($(this).text());\n",
       "    }).get();\n",
       "\n",
       "    var msgValues = $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .cs-widget-value\").map(function(){\n",
       "       return $.trim($(this).text());\n",
       "    }).get();\n",
       "\n",
       "    var msgDict = msgLabels.reduce((obj, k, i) => ({...obj, [k]: msgValues[i] }), {});\n",
       "\n",
       "    var workPlotlyId = $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-plotly-plot\").attr(\"id\");\n",
       "    msgDict[\"___interact_plot_id___\"] = workPlotlyId;\n",
       "\n",
       "    if ( \"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\" in demoData ) {\n",
       "      tmpData = demoData[\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\"];\n",
       "  tmpData = tmpData[msgDict[\"x\"]];\n",
       "  tmpData = tmpData[msgDict[\"t\"]];\n",
       "      var workPlot = $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-plotly-plot\")[0];\n",
       "      var workJson = tmpData;\n",
       "\n",
       "      if ( typeof workPlot === \"undefined\" ) {\n",
       "        var tmpDisplay = $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-display\");\n",
       "        var tmpPlotId = \"js-plot-b59c89e7-aa40-4a70-81af-aab26bd1e216\";\n",
       "        tmpDisplay.html('<div id=\"' + tmpPlotId + '\" style=\"width:600px;height:400px;\"></div>');\n",
       "\n",
       "        plotDiv = document.getElementById(tmpPlotId);\n",
       "        Plotly.newPlot(plotDiv, workJson.data, workJson.layout, workJson.config);\n",
       "      } else {\n",
       "        customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\n",
       "      }\n",
       "    } else {\n",
       "      if ( \"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\" in globalComms ) {\n",
       "        globalComms[\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\"].send(msgDict);\n",
       "      } else {\n",
       "        console.log(\"Unable to startup GUI – may be waiting for demo data...\")\n",
       "      }\n",
       "    }\n",
       "  });\n",
       "    }\n",
       "\n",
       "    customPlotLoader(anonFunc);\n",
       "  </script>\n"
      ],
      "text/plain": [
       "HTML{String}(\"  <div class='js-interact' id='js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d'>\\n    <div class='js-widgets'>\\n  <div class='cs-widget js-widget'>\\n    <div class='cs-widget-label'>\\n      x\\n    </div>\\n<div class='cs-widget-slider js-widget-slider'></div>  <div class='cs-widget-value js-widget-value '>\\n    2\\n  </div>\\n\\n  </div>\\n  <div class='cs-widget js-widget'>\\n    <div class='cs-widget-label'>\\n      t\\n    </div>\\n  <div class='js-widget-toggle'>\\n    <div class=\\\"cs-button-group\\\" style=\\\"display: inline-flex;\\\">\\n  <div class=\\\"cs-button cs-active\\\">\\n    title 1\\n  </div>\\n  <div class=\\\"cs-button\\\">\\n    title 2\\n  </div>\\n    </div>\\n  </div>\\n  <div class='cs-widget-value js-widget-value cs-hidden'>\\n    title 1\\n  </div>\\n\\n  </div>\\n    </div>\\n\\n    <div class='js-display'>\\n    </div>\\n  </div>\\n  <script>\\n    var anonFunc = function () {\\n  var foundSlider = false;\\n  \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-widget-slider\\\").each(function( index ) {\\n    var tmpText = \\$(this.parentElement).children(\\\".cs-widget-label\\\").text().trim();\\n    if ( tmpText !== \\\"x\\\" ) { return; }\\n\\n    if ( foundSlider ) { alert(\\\"There are repeated sliders!\\\"); }\\n\\n    foundSlider = true;\\n    noUiSlider.create(this, {\\n        start: 1,\\n        step: 1,\\n        connect: \\\"lower\\\",\\n        format: wNumb({\\n          decimals: 0\\n        }),\\n        range: {\\n          min: 0,\\n          max: 2\\n        }\\n    });\\n\\n    var that = this;\\n    this.noUiSlider.on('update', function (values, handle) {\\n      var tmpRange = [\\\"1\\\", \\\"2\\\", \\\"3\\\"];\\n      var newValue = tmpRange[values[handle]];\\n\\n      var tmpSpan = \\$(that.parentElement).children(\\\".js-widget-value\\\")[0];\\n      tmpSpan.innerText = newValue;\\n\\n      \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\\\").trigger(\\\"interact\\\");\\n    });\\n  });\\n  if ( !foundSlider ) { alert(\\\"Unable to find all sliders!\\\"); }\\n  \\$(\\\".js-widget-toggle .cs-button\\\").click(function (curEvent) {\\n    if ( !\\$(curEvent.target).hasClass(\\\"cs-active\\\") ) {\\n      var curItems = \\$(curEvent.target.parentElement).children(\\\".cs-button\\\");\\n      var curIndex = curItems.index(curEvent.target);\\n\\n      \\$.each(curItems, function(workIndex, workValue) {\\n        var otherTarget = \\$(curEvent.target.parentElement.children[workIndex]);\\n\\n        otherTarget.removeClass(\\\"cs-active\\\");\\n        otherTarget.removeClass(\\\"cs-pre-active\\\");\\n\\n        if ( workIndex == curIndex ) { otherTarget.addClass(\\\"cs-active\\\"); }\\n        if ( workIndex == curIndex - 1 ) { otherTarget.addClass(\\\"cs-pre-active\\\"); }\\n      });\\n\\n      var curWidgetVal = \\$(curEvent.target).closest(\\\".js-widget\\\").children(\\\".js-widget-value\\\")[0];\\n      curWidgetVal.innerText = curEvent.target.innerText;\\n\\n      \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\\\").trigger(\\\"interact\\\");\\n    }\\n  });\\n  \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\\\").on(\\\"interact\\\", function() {\\n    var msgLabels = \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .cs-widget-label\\\").map(function(){\\n       return \\$.trim(\\$(this).text());\\n    }).get();\\n\\n    var msgValues = \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .cs-widget-value\\\").map(function(){\\n       return \\$.trim(\\$(this).text());\\n    }).get();\\n\\n    var msgDict = msgLabels.reduce((obj, k, i) => ({...obj, [k]: msgValues[i] }), {});\\n\\n    var workPlotlyId = \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-plotly-plot\\\").attr(\\\"id\\\");\\n    msgDict[\\\"___interact_plot_id___\\\"] = workPlotlyId;\\n\\n    if ( \\\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\\\" in demoData ) {\\n      tmpData = demoData[\\\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\\\"];\\n  tmpData = tmpData[msgDict[\\\"x\\\"]];\\n  tmpData = tmpData[msgDict[\\\"t\\\"]];\\n      var workPlot = \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-plotly-plot\\\")[0];\\n      var workJson = tmpData;\\n\\n      if ( typeof workPlot === \\\"undefined\\\" ) {\\n        var tmpDisplay = \\$(\\\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-display\\\");\\n        var tmpPlotId = \\\"js-plot-b59c89e7-aa40-4a70-81af-aab26bd1e216\\\";\\n        tmpDisplay.html('<div id=\\\"' + tmpPlotId + '\\\" style=\\\"width:600px;height:400px;\\\"></div>');\\n\\n        plotDiv = document.getElementById(tmpPlotId);\\n        Plotly.newPlot(plotDiv, workJson.data, workJson.layout, workJson.config);\\n      } else {\\n        customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\\n      }\\n    } else {\\n      if ( \\\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\\\" in globalComms ) {\\n        globalComms[\\\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\\\"].send(msgDict);\\n      } else {\\n        console.log(\\\"Unable to startup GUI – may be waiting for demo data...\\\")\\n      }\\n    }\\n  });\\n    }\\n\\n    customPlotLoader(anonFunc);\\n  </script>\\n\")"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "  var _guiBootup = function (curCallback) {\n",
       "    Jupyter.notebook.kernel.comm_manager.unregister_target(\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\")\n",
       "    Jupyter.notebook.kernel.comm_manager.register_target(\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\", function (comm, msg) {\n",
       "      globalComms[\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\"] = comm;\n",
       "\n",
       "      comm.on_msg(function(msg) {\n",
       "        if ( \"json\" in msg.content.data ) {\n",
       "          var workPlot = $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-plotly-plot\")[0];\n",
       "          if ( typeof workPlot === \"undefined\" ) { alert(\"Could not find plotly plot!\"); }\n",
       "\n",
       "          var workJson = msg.content.data.json.plot;\n",
       "          customPlotlyReact(workPlot, workJson.data, workJson.layout, workJson.config);\n",
       "\n",
       "          $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-new-plot-script\").replaceWith(msg.content.data.json.script);\n",
       "        } else {\n",
       "          if ( \"html\" in msg.content.data ) {\n",
       "            var tmpDisplay = $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d .js-display\");\n",
       "            tmpDisplay.html(msg.content.data.html);\n",
       "          } else {\n",
       "            if ( \"text\" in msg.content.data ) {\n",
       "              console.log(msg.content.data.text);\n",
       "            } else {\n",
       "              alert(\"Unrecognized interact content type!\");\n",
       "            }\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "\n",
       "      comm.on_close(function(msg) { console.log(\"Julia close message: \" + msg); });\n",
       "      $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\").trigger(\"interact\");\n",
       "    })\n",
       "\n",
       "    var curCommand = 'Main.SimplePlots.interact_comms[\"interact-e70e0cbd-218d-4253-8f77-830c330cd51d\"][] += 10';\n",
       "    Jupyter.notebook.kernel.execute(curCommand, {\"iopub\": {\"output\": function(tmpMessage) {\n",
       "      console.log(tmpMessage)\n",
       "    }}});\n",
       "\n",
       "    if ( typeof curCallback !== \"undefined\" ) { curCallback(); }\n",
       "  }\n",
       "\n",
       "  if ( typeof Jupyter === \"undefined\" ) {\n",
       "    customPlotLoader(function() {\n",
       "      $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\").trigger(\"interact\");\n",
       "    });\n",
       "  } else {\n",
       "    if (Jupyter.notebook.kernel) {\n",
       "      _guiBootup()\n",
       "    } else {\n",
       "      Jupyter.notebook.events.one('kernel_ready.Kernel', (e) => {\n",
       "        _guiBootup(function() {\n",
       "          customPlotLoader(function() {\n",
       "            $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\").trigger(\"interact\");\n",
       "          });\n",
       "        });\n",
       "      });\n",
       "    }\n",
       "  }\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "demoData['interact-e70e0cbd-218d-4253-8f77-830c330cd51d'] = {\"1\":{\"title 1\":{\"config\":{\"responsive\":true},\"data\":[{\"line\":{\"color\":\"#636EFA\"},\"mode\":\"lines\",\"x\":[1,2,3,4,5,6,7,8,9,10],\"y\":[0.7458307132738837,0.32794359954127117,0.984018250421657,0.6716286769898272,0.8734911491278763,0.5942825884347318,0.020617334921175123,0.03503579682216795,0.847022048934158,0.3450448898286045]}],\"layout\":{\"showlegend\":true,\"xaxis\":{\"autorange\":true,\"type\":\"linear\"},\"annotations\":[],\"title\":\"title 1\",\"yaxis\":{\"autorange\":true,\"type\":\"linear\"},\"shapes\":[],\"legend\":{}}},\"title 2\":{\"config\":{\"responsive\":true},\"data\":[{\"line\":{\"color\":\"#636EFA\"},\"mode\":\"lines\",\"x\":[1,2,3,4,5,6,7,8,9,10],\"y\":[0.7458307132738837,0.32794359954127117,0.984018250421657,0.6716286769898272,0.8734911491278763,0.5942825884347318,0.020617334921175123,0.03503579682216795,0.847022048934158,0.3450448898286045]}],\"layout\":{\"showlegend\":true,\"xaxis\":{\"autorange\":true,\"type\":\"linear\"},\"annotations\":[],\"title\":\"title 2\",\"yaxis\":{\"autorange\":true,\"type\":\"linear\"},\"shapes\":[],\"legend\":{}}}},\"2\":{\"title 1\":{\"config\":{\"responsive\":true},\"data\":[{\"line\":{\"color\":\"#636EFA\"},\"mode\":\"lines\",\"x\":[2,3,4,5,6,7,8,9,10],\"y\":[0.7458307132738837,0.32794359954127117,0.984018250421657,0.6716286769898272,0.8734911491278763,0.5942825884347318,0.020617334921175123,0.03503579682216795,0.847022048934158,0.3450448898286045]}],\"layout\":{\"showlegend\":true,\"xaxis\":{\"autorange\":true,\"type\":\"linear\"},\"annotations\":[],\"title\":\"title 1\",\"yaxis\":{\"autorange\":true,\"type\":\"linear\"},\"shapes\":[],\"legend\":{}}},\"title 2\":{\"config\":{\"responsive\":true},\"data\":[{\"line\":{\"color\":\"#636EFA\"},\"mode\":\"lines\",\"x\":[2,3,4,5,6,7,8,9,10],\"y\":[0.7458307132738837,0.32794359954127117,0.984018250421657,0.6716286769898272,0.8734911491278763,0.5942825884347318,0.020617334921175123,0.03503579682216795,0.847022048934158,0.3450448898286045]}],\"layout\":{\"showlegend\":true,\"xaxis\":{\"autorange\":true,\"type\":\"linear\"},\"annotations\":[],\"title\":\"title 2\",\"yaxis\":{\"autorange\":true,\"type\":\"linear\"},\"shapes\":[],\"legend\":{}}}},\"3\":{\"title 1\":{\"config\":{\"responsive\":true},\"data\":[{\"line\":{\"color\":\"#636EFA\"},\"mode\":\"lines\",\"x\":[3,4,5,6,7,8,9,10],\"y\":[0.7458307132738837,0.32794359954127117,0.984018250421657,0.6716286769898272,0.8734911491278763,0.5942825884347318,0.020617334921175123,0.03503579682216795,0.847022048934158,0.3450448898286045]}],\"layout\":{\"showlegend\":true,\"xaxis\":{\"autorange\":true,\"type\":\"linear\"},\"annotations\":[],\"title\":\"title 1\",\"yaxis\":{\"autorange\":true,\"type\":\"linear\"},\"shapes\":[],\"legend\":{}}},\"title 2\":{\"config\":{\"responsive\":true},\"data\":[{\"line\":{\"color\":\"#636EFA\"},\"mode\":\"lines\",\"x\":[3,4,5,6,7,8,9,10],\"y\":[0.7458307132738837,0.32794359954127117,0.984018250421657,0.6716286769898272,0.8734911491278763,0.5942825884347318,0.020617334921175123,0.03503579682216795,0.847022048934158,0.3450448898286045]}],\"layout\":{\"showlegend\":true,\"xaxis\":{\"autorange\":true,\"type\":\"linear\"},\"annotations\":[],\"title\":\"title 2\",\"yaxis\":{\"autorange\":true,\"type\":\"linear\"},\"shapes\":[],\"legend\":{}}}}}\n",
       "  $(\"#js-interact__e70e0cbd-218d-4253-8f77-830c330cd51d\").trigger(\"interact\");\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  1.804 seconds\n"
     ]
    }
   ],
   "source": [
    "using Dates\n",
    "init_time = Dates.now()\n",
    "\n",
    "yy = rand(10)\n",
    "SimplePlots.@demo for x in 1:3, t in [\"title 1\", \"title 2\"]\n",
    "  plot(x .* 1:10, yy, title=t)\n",
    "  sleep(1/3)\n",
    "end\n",
    "\n",
    "run_time = ( ( Dates.now() - init_time ) / ( Millisecond(1) * 1000) ) - 2.0\n",
    "println(\"  $(round(run_time,digits=8)) seconds\")"
   ]
  }
 ],
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  "@webio": {
   "lastCommId": null,
   "lastKernelId": null
  },
  "kernelspec": {
   "display_name": "Julia 1.4.0",
   "language": "julia",
   "name": "julia-1.4"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.4.0"
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 },
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 "nbformat_minor": 4
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