Tulip Python notebook tests.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "if sys.version_info[0] == 3:\n",
    "    from imp import reload\n",
    "\n",
    "from tulip import tlp\n",
    "import tulipnb\n",
    "reload(tulipnb)\n",
    "\n",
    "import random\n",
    "\n",
    "def getRandomFontAwesomeIcon():\n",
    "  iconKeys = vars(tlp.TulipFontAwesome).keys()\n",
    "  while 1:\n",
    "    attName = random.choice(list(iconKeys))\n",
    "    attr = getattr(tlp.TulipFontAwesome, attName)\n",
    "    if not attName.startswith('_') and type(attr) == str:\n",
    "      return attr\n",
    "\n",
    "def getRandomColor():\n",
    "  r = int(random.random()*255)\n",
    "  g = int(random.random()*255)\n",
    "  b = int(random.random()*255)\n",
    "  return tlp.Color(r, g, b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style type=\"text/css\">\n",
       ".tulip_viz {\n",
       "  height: 400px;\n",
       "  border: 1px solid black;\n",
       "}\n",
       ".interactor_button {\n",
       "  position: absolute;\n",
       "  left: 5px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       ".center_button {\n",
       "  position: absolute;\n",
       "  right: 0px !important;\n",
       "  top: 0px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       ".fullscreen_button {\n",
       "  position: absolute;\n",
       "  right: 0px !important;\n",
       "  top: 45px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       "</style>\n",
       "\n",
       "<link rel=\"stylesheet\" href=\"\"/>\n",
       "\n",
       "<div id=\"toolbar-optionsfig_el6927395912\" class=\"hidden\">\n",
       "   <a class=\"interactor-znp\" href=\"#\"><i class=\"fa fa-hand-paper-o\" aria-hidden=\"true\"></i></a>\n",
       "   <a class=\"interactor-zoom\" href=\"#\"><i class=\"fa fa-search-plus\"></i></a>\n",
       "   <a class=\"interactor-fisheye\" href=\"#\"><i class=\"fa fa-eye\"></i></a>\n",
       "   <a class=\"interactor-neighborhood\" href=\"#\"><i class=\"fa fa-share-alt\"></i></a>\n",
       "</div>\n",
       "\n",
       "<div id=\"fig_el6927395912\" class=\"tulip_viz\">\n",
       "\n",
       "<div id=\"toolbarfig_el6927395912\" class=\"btn-toolbar btn-toolbar-dark interactor_button hidden\">\n",
       "    <i class=\"fa fa-hand-paper-o\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "<div id=\"centerfig_el6927395912\" class=\"btn-toolbar btn-toolbar-dark center_button hidden\">\n",
       "    <i class=\"fa fa-arrows\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "<div id=\"fullscreenfig_el6927395912\" class=\"btn-toolbar btn-toolbar-dark fullscreen_button hidden\">\n",
       "    <i class=\"fa fa-arrows-alt\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "</div>\n",
       "\n",
       "<script type=\"text/javascript\">\n",
       "\n",
       "  var hostname = window.location.hostname;\n",
       "  var scriptPaths;\n",
       "\n",
       "  // case where we are running a local notebook server, load required assets from it\n",
       "  if (hostname == \"localhost\" || hostname == \"127.0.0.1\") {\n",
       "\n",
       "    scriptPaths = {tulip: \"/nbextensions/tulipjs/tulip\",\n",
       "                   base64utils: \"/nbextensions/tulipjs/base64utils\",\n",
       "                   jquerytoolbar: \"/nbextensions/tulipjs/jquery.toolbar.min\"};\n",
       "\n",
       "    if ($(\"#jqtoolbarcss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"jqtoolbarcss\" rel=\"stylesheet\" href=\"/nbextensions/tulipjs/css/jquery.toolbar.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    if ($(\"#fontawesomecss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"fontawesomecss\" rel=\"stylesheet\" href=\"/nbextensions/tulipjs/css/font-awesome.min.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "  // otherwise, we assume that we are only rendering a static html notebook through nbviewer\n",
       "  // so load required assets from rawgit (GitHub CDN)\n",
       "  } else {\n",
       "\n",
       "    var cdnPrefix = \"https://rawgit.com/anlambert/tulip_python_notebook/master/tulipnb/tulipjs/\";\n",
       "\n",
       "    scriptPaths = {tulip: cdnPrefix + \"tulip\",\n",
       "                   base64utils: cdnPrefix + \"base64utils\",\n",
       "                   jquerytoolbar: cdnPrefix + \"jquery.toolbar.min\"};\n",
       "\n",
       "    if ($(\"#jqtoolbarcss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"jqtoolbarcss\" rel=\"stylesheet\" href=\"'+ cdnPrefix + 'css/jquery.toolbar.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    if ($(\"#fontawesomecss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"fontawesomecss\" rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    window.tulipConf = {\n",
       "      modulePrefixURL: cdnPrefix,\n",
       "      filePackagePrefixURL: cdnPrefix,\n",
       "      memoryInitializerPrefixURL: cdnPrefix\n",
       "    };\n",
       "\n",
       "  }\n",
       "\n",
       "  require.config({waitSeconds: 0,\n",
       "                  paths: scriptPaths});\n",
       "\n",
       "  require([\"tulip\", \"base64utils\", \"jquerytoolbar\"], function(tulip, base64utils) {\n",
       "\n",
       "    var tulipView = null;\n",
       "\n",
       "    function resizeTulipView() {\n",
       "      if (tulipView && tulipView.fullScreenActivated) return;\n",
       "      if (tulipView) {\n",
       "        tulipView.resize();\n",
       "      }\n",
       "    }\n",
       "\n",
       "    window.addEventListener('resize', resizeTulipView, false);\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el6927395912\").find(\".interactor-znp\").on('click', function() {\n",
       "      tulipView.activateInteractor('ZoomAndPan');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el6927395912\").find(\".interactor-zoom\").on('click', function() {\n",
       "      tulipView.activateInteractor('RectangleZoom');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el6927395912\").find(\".interactor-neighborhood\").on('click', function() {\n",
       "      tulipView.activateInteractor('Neighborhood');\n",
       "    });\n",
       "\n",
       "    $(\"#centerfig_el6927395912\").on('click', function() {\n",
       "      tulipView.centerScene();\n",
       "    });\n",
       "\n",
       "    $(\"#fullscreenfig_el6927395912\").on('click', function() {\n",
       "      tulipView.fullScreen();\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el6927395912\").find(\".interactor-fisheye\").on('click', function() {\n",
       "      tulipView.activateInteractor('Fisheye');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el6927395912\").find('a').on('click', function() {\n",
       "      $this = $(this);\n",
       "      $button = $('#toolbarfig_el6927395912');\n",
       "      $newClass = $this.find('i').attr('class').substring(3);\n",
       "      $oldClass = $button.find('i').attr('class').substring(3);\n",
       "      if($newClass != $oldClass) {\n",
       "        $button.find('i').animate({\n",
       "          top: \"+=50\",\n",
       "          opacity: 0\n",
       "        }, 200, function() {\n",
       "          $(this).removeClass($oldClass).addClass($newClass).css({top: \"-=100\", opacity: 1}).animate({\n",
       "            top: \"+=50\"\n",
       "          });\n",
       "        });\n",
       "      }\n",
       "    });\n",
       "\n",
       "    $('#toolbarfig_el6927395912').toolbar({\n",
       "      content: '#toolbar-optionsfig_el6927395912',\n",
       "      position: 'bottom',\n",
       "      style: 'dark',\n",
       "      event: 'click',\n",
       "      hideOnClick: true\n",
       "    });\n",
       "\n",
       "    tulip.init().then(function() {\n",
       "      var tlpbgzGraphBase64 = 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\";\n",
       "      var tlpbgzGraphBinary = base64utils.base64DecToArr(tlpbgzGraphBase64);\n",
       "      var container = document.getElementById(\"fig_el6927395912\");\n",
       "      tulipView = tulip.View(container);\n",
       "      $(\"#toolbarfig_el6927395912\").removeClass('hidden');\n",
       "      $(\"#centerfig_el6927395912\").removeClass('hidden');\n",
       "      $(\"#fullscreenfig_el6927395912\").removeClass('hidden');\n",
       "      tulipView.loadGraphFromData(\"graph.tlpb.gz\", tlpbgzGraphBinary);\n",
       "      tulipView.centerScene();\n",
       "      tulipView.draw();\n",
       "    });\n",
       "\n",
       "  });\n",
       "</script>"
      ],
      "text/plain": [
       "<graph \"\" (id 0) >"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "graph = tlp.importGraph('Grid Approximation')\n",
    "graph.applySizeAlgorithm('Auto Sizing')\n",
    "for n in graph.getNodes():\n",
    "    values = {'viewShape': tlp.NodeShape.FontAwesomeIcon,\n",
    "              'viewColor' : getRandomColor(),\n",
    "              'viewIcon' : getRandomFontAwesomeIcon()}\n",
    "    graph.setNodePropertiesValues(n, values)\n",
    "tulipnb.display(graph)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style type=\"text/css\">\n",
       ".tulip_viz {\n",
       "  height: 400px;\n",
       "  border: 1px solid black;\n",
       "}\n",
       ".interactor_button {\n",
       "  position: absolute;\n",
       "  left: 5px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       ".center_button {\n",
       "  position: absolute;\n",
       "  right: 0px !important;\n",
       "  top: 0px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       ".fullscreen_button {\n",
       "  position: absolute;\n",
       "  right: 0px !important;\n",
       "  top: 45px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       "</style>\n",
       "\n",
       "<link rel=\"stylesheet\" href=\"\"/>\n",
       "\n",
       "<div id=\"toolbar-optionsfig_el9933655415\" class=\"hidden\">\n",
       "   <a class=\"interactor-znp\" href=\"#\"><i class=\"fa fa-hand-paper-o\" aria-hidden=\"true\"></i></a>\n",
       "   <a class=\"interactor-zoom\" href=\"#\"><i class=\"fa fa-search-plus\"></i></a>\n",
       "   <a class=\"interactor-fisheye\" href=\"#\"><i class=\"fa fa-eye\"></i></a>\n",
       "   <a class=\"interactor-neighborhood\" href=\"#\"><i class=\"fa fa-share-alt\"></i></a>\n",
       "</div>\n",
       "\n",
       "<div id=\"fig_el9933655415\" class=\"tulip_viz\">\n",
       "\n",
       "<div id=\"toolbarfig_el9933655415\" class=\"btn-toolbar btn-toolbar-dark interactor_button hidden\">\n",
       "    <i class=\"fa fa-hand-paper-o\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "<div id=\"centerfig_el9933655415\" class=\"btn-toolbar btn-toolbar-dark center_button hidden\">\n",
       "    <i class=\"fa fa-arrows\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "<div id=\"fullscreenfig_el9933655415\" class=\"btn-toolbar btn-toolbar-dark fullscreen_button hidden\">\n",
       "    <i class=\"fa fa-arrows-alt\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "</div>\n",
       "\n",
       "<script type=\"text/javascript\">\n",
       "\n",
       "  var hostname = window.location.hostname;\n",
       "  var scriptPaths;\n",
       "\n",
       "  // case where we are running a local notebook server, load required assets from it\n",
       "  if (hostname == \"localhost\" || hostname == \"127.0.0.1\") {\n",
       "\n",
       "    scriptPaths = {tulip: \"/nbextensions/tulipjs/tulip\",\n",
       "                   base64utils: \"/nbextensions/tulipjs/base64utils\",\n",
       "                   jquerytoolbar: \"/nbextensions/tulipjs/jquery.toolbar.min\"};\n",
       "\n",
       "    if ($(\"#jqtoolbarcss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"jqtoolbarcss\" rel=\"stylesheet\" href=\"/nbextensions/tulipjs/css/jquery.toolbar.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    if ($(\"#fontawesomecss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"fontawesomecss\" rel=\"stylesheet\" href=\"/nbextensions/tulipjs/css/font-awesome.min.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "  // otherwise, we assume that we are only rendering a static html notebook through nbviewer\n",
       "  // so load required assets from rawgit (GitHub CDN)\n",
       "  } else {\n",
       "\n",
       "    var cdnPrefix = \"https://rawgit.com/anlambert/tulip_python_notebook/master/tulipnb/tulipjs/\";\n",
       "\n",
       "    scriptPaths = {tulip: cdnPrefix + \"tulip\",\n",
       "                   base64utils: cdnPrefix + \"base64utils\",\n",
       "                   jquerytoolbar: cdnPrefix + \"jquery.toolbar.min\"};\n",
       "\n",
       "    if ($(\"#jqtoolbarcss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"jqtoolbarcss\" rel=\"stylesheet\" href=\"'+ cdnPrefix + 'css/jquery.toolbar.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    if ($(\"#fontawesomecss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"fontawesomecss\" rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    window.tulipConf = {\n",
       "      modulePrefixURL: cdnPrefix,\n",
       "      filePackagePrefixURL: cdnPrefix,\n",
       "      memoryInitializerPrefixURL: cdnPrefix\n",
       "    };\n",
       "\n",
       "  }\n",
       "\n",
       "  require.config({waitSeconds: 0,\n",
       "                  paths: scriptPaths});\n",
       "\n",
       "  require([\"tulip\", \"base64utils\", \"jquerytoolbar\"], function(tulip, base64utils) {\n",
       "\n",
       "    var tulipView = null;\n",
       "\n",
       "    function resizeTulipView() {\n",
       "      if (tulipView && tulipView.fullScreenActivated) return;\n",
       "      if (tulipView) {\n",
       "        tulipView.resize();\n",
       "      }\n",
       "    }\n",
       "\n",
       "    window.addEventListener('resize', resizeTulipView, false);\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el9933655415\").find(\".interactor-znp\").on('click', function() {\n",
       "      tulipView.activateInteractor('ZoomAndPan');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el9933655415\").find(\".interactor-zoom\").on('click', function() {\n",
       "      tulipView.activateInteractor('RectangleZoom');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el9933655415\").find(\".interactor-neighborhood\").on('click', function() {\n",
       "      tulipView.activateInteractor('Neighborhood');\n",
       "    });\n",
       "\n",
       "    $(\"#centerfig_el9933655415\").on('click', function() {\n",
       "      tulipView.centerScene();\n",
       "    });\n",
       "\n",
       "    $(\"#fullscreenfig_el9933655415\").on('click', function() {\n",
       "      tulipView.fullScreen();\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el9933655415\").find(\".interactor-fisheye\").on('click', function() {\n",
       "      tulipView.activateInteractor('Fisheye');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el9933655415\").find('a').on('click', function() {\n",
       "      $this = $(this);\n",
       "      $button = $('#toolbarfig_el9933655415');\n",
       "      $newClass = $this.find('i').attr('class').substring(3);\n",
       "      $oldClass = $button.find('i').attr('class').substring(3);\n",
       "      if($newClass != $oldClass) {\n",
       "        $button.find('i').animate({\n",
       "          top: \"+=50\",\n",
       "          opacity: 0\n",
       "        }, 200, function() {\n",
       "          $(this).removeClass($oldClass).addClass($newClass).css({top: \"-=100\", opacity: 1}).animate({\n",
       "            top: \"+=50\"\n",
       "          });\n",
       "        });\n",
       "      }\n",
       "    });\n",
       "\n",
       "    $('#toolbarfig_el9933655415').toolbar({\n",
       "      content: '#toolbar-optionsfig_el9933655415',\n",
       "      position: 'bottom',\n",
       "      style: 'dark',\n",
       "      event: 'click',\n",
       "      hideOnClick: true\n",
       "    });\n",
       "\n",
       "    tulip.init().then(function() {\n",
       "      var tlpbgzGraphBase64 = \"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\";\n",
       "      var tlpbgzGraphBinary = base64utils.base64DecToArr(tlpbgzGraphBase64);\n",
       "      var container = document.getElementById(\"fig_el9933655415\");\n",
       "      tulipView = tulip.View(container);\n",
       "      $(\"#toolbarfig_el9933655415\").removeClass('hidden');\n",
       "      $(\"#centerfig_el9933655415\").removeClass('hidden');\n",
       "      $(\"#fullscreenfig_el9933655415\").removeClass('hidden');\n",
       "      tulipView.loadGraphFromData(\"graph.tlpb.gz\", tlpbgzGraphBinary);\n",
       "      tulipView.centerScene();\n",
       "      tulipView.draw();\n",
       "    });\n",
       "\n",
       "  });\n",
       "</script>"
      ],
      "text/plain": [
       "<graph \"\" (id 0) >"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import string\n",
    "graph = tlp.importGraph('Grid')\n",
    "for n in graph.getNodes():\n",
    "    values = {'viewShape': tlp.NodeShape.FontAwesomeIcon,\n",
    "              'viewColor' : getRandomColor(),\n",
    "              'viewLabel': ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(5)),\n",
    "              'viewLabelColor': tlp.Color.Blue,\n",
    "              'viewIcon' : getRandomFontAwesomeIcon()}\n",
    "    graph.setNodePropertiesValues(n, values)\n",
    "tulipnb.display(graph)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style type=\"text/css\">\n",
       ".tulip_viz {\n",
       "  height: 400px;\n",
       "  border: 1px solid black;\n",
       "}\n",
       ".interactor_button {\n",
       "  position: absolute;\n",
       "  left: 5px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       ".center_button {\n",
       "  position: absolute;\n",
       "  right: 0px !important;\n",
       "  top: 0px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       ".fullscreen_button {\n",
       "  position: absolute;\n",
       "  right: 0px !important;\n",
       "  top: 45px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       "</style>\n",
       "\n",
       "<link rel=\"stylesheet\" href=\"\"/>\n",
       "\n",
       "<div id=\"toolbar-optionsfig_el5143949896\" class=\"hidden\">\n",
       "   <a class=\"interactor-znp\" href=\"#\"><i class=\"fa fa-hand-paper-o\" aria-hidden=\"true\"></i></a>\n",
       "   <a class=\"interactor-zoom\" href=\"#\"><i class=\"fa fa-search-plus\"></i></a>\n",
       "   <a class=\"interactor-fisheye\" href=\"#\"><i class=\"fa fa-eye\"></i></a>\n",
       "   <a class=\"interactor-neighborhood\" href=\"#\"><i class=\"fa fa-share-alt\"></i></a>\n",
       "</div>\n",
       "\n",
       "<div id=\"fig_el5143949896\" class=\"tulip_viz\">\n",
       "\n",
       "<div id=\"toolbarfig_el5143949896\" class=\"btn-toolbar btn-toolbar-dark interactor_button hidden\">\n",
       "    <i class=\"fa fa-hand-paper-o\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "<div id=\"centerfig_el5143949896\" class=\"btn-toolbar btn-toolbar-dark center_button hidden\">\n",
       "    <i class=\"fa fa-arrows\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "<div id=\"fullscreenfig_el5143949896\" class=\"btn-toolbar btn-toolbar-dark fullscreen_button hidden\">\n",
       "    <i class=\"fa fa-arrows-alt\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "</div>\n",
       "\n",
       "<script type=\"text/javascript\">\n",
       "\n",
       "  var hostname = window.location.hostname;\n",
       "  var scriptPaths;\n",
       "\n",
       "  // case where we are running a local notebook server, load required assets from it\n",
       "  if (hostname == \"localhost\" || hostname == \"127.0.0.1\") {\n",
       "\n",
       "    scriptPaths = {tulip: \"/nbextensions/tulipjs/tulip\",\n",
       "                   base64utils: \"/nbextensions/tulipjs/base64utils\",\n",
       "                   jquerytoolbar: \"/nbextensions/tulipjs/jquery.toolbar.min\"};\n",
       "\n",
       "    if ($(\"#jqtoolbarcss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"jqtoolbarcss\" rel=\"stylesheet\" href=\"/nbextensions/tulipjs/css/jquery.toolbar.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    if ($(\"#fontawesomecss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"fontawesomecss\" rel=\"stylesheet\" href=\"/nbextensions/tulipjs/css/font-awesome.min.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "  // otherwise, we assume that we are only rendering a static html notebook through nbviewer\n",
       "  // so load required assets from rawgit (GitHub CDN)\n",
       "  } else {\n",
       "\n",
       "    var cdnPrefix = \"https://rawgit.com/anlambert/tulip_python_notebook/master/tulipnb/tulipjs/\";\n",
       "\n",
       "    scriptPaths = {tulip: cdnPrefix + \"tulip\",\n",
       "                   base64utils: cdnPrefix + \"base64utils\",\n",
       "                   jquerytoolbar: cdnPrefix + \"jquery.toolbar.min\"};\n",
       "\n",
       "    if ($(\"#jqtoolbarcss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"jqtoolbarcss\" rel=\"stylesheet\" href=\"'+ cdnPrefix + 'css/jquery.toolbar.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    if ($(\"#fontawesomecss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"fontawesomecss\" rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    window.tulipConf = {\n",
       "      modulePrefixURL: cdnPrefix,\n",
       "      filePackagePrefixURL: cdnPrefix,\n",
       "      memoryInitializerPrefixURL: cdnPrefix\n",
       "    };\n",
       "\n",
       "  }\n",
       "\n",
       "  require.config({waitSeconds: 0,\n",
       "                  paths: scriptPaths});\n",
       "\n",
       "  require([\"tulip\", \"base64utils\", \"jquerytoolbar\"], function(tulip, base64utils) {\n",
       "\n",
       "    var tulipView = null;\n",
       "\n",
       "    function resizeTulipView() {\n",
       "      if (tulipView && tulipView.fullScreenActivated) return;\n",
       "      if (tulipView) {\n",
       "        tulipView.resize();\n",
       "      }\n",
       "    }\n",
       "\n",
       "    window.addEventListener('resize', resizeTulipView, false);\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5143949896\").find(\".interactor-znp\").on('click', function() {\n",
       "      tulipView.activateInteractor('ZoomAndPan');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5143949896\").find(\".interactor-zoom\").on('click', function() {\n",
       "      tulipView.activateInteractor('RectangleZoom');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5143949896\").find(\".interactor-neighborhood\").on('click', function() {\n",
       "      tulipView.activateInteractor('Neighborhood');\n",
       "    });\n",
       "\n",
       "    $(\"#centerfig_el5143949896\").on('click', function() {\n",
       "      tulipView.centerScene();\n",
       "    });\n",
       "\n",
       "    $(\"#fullscreenfig_el5143949896\").on('click', function() {\n",
       "      tulipView.fullScreen();\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5143949896\").find(\".interactor-fisheye\").on('click', function() {\n",
       "      tulipView.activateInteractor('Fisheye');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5143949896\").find('a').on('click', function() {\n",
       "      $this = $(this);\n",
       "      $button = $('#toolbarfig_el5143949896');\n",
       "      $newClass = $this.find('i').attr('class').substring(3);\n",
       "      $oldClass = $button.find('i').attr('class').substring(3);\n",
       "      if($newClass != $oldClass) {\n",
       "        $button.find('i').animate({\n",
       "          top: \"+=50\",\n",
       "          opacity: 0\n",
       "        }, 200, function() {\n",
       "          $(this).removeClass($oldClass).addClass($newClass).css({top: \"-=100\", opacity: 1}).animate({\n",
       "            top: \"+=50\"\n",
       "          });\n",
       "        });\n",
       "      }\n",
       "    });\n",
       "\n",
       "    $('#toolbarfig_el5143949896').toolbar({\n",
       "      content: '#toolbar-optionsfig_el5143949896',\n",
       "      position: 'bottom',\n",
       "      style: 'dark',\n",
       "      event: 'click',\n",
       "      hideOnClick: true\n",
       "    });\n",
       "\n",
       "    tulip.init().then(function() {\n",
       "      var tlpbgzGraphBase64 = 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\";\n",
       "      var tlpbgzGraphBinary = base64utils.base64DecToArr(tlpbgzGraphBase64);\n",
       "      var container = document.getElementById(\"fig_el5143949896\");\n",
       "      tulipView = tulip.View(container);\n",
       "      $(\"#toolbarfig_el5143949896\").removeClass('hidden');\n",
       "      $(\"#centerfig_el5143949896\").removeClass('hidden');\n",
       "      $(\"#fullscreenfig_el5143949896\").removeClass('hidden');\n",
       "      tulipView.loadGraphFromData(\"graph.tlpb.gz\", tlpbgzGraphBinary);\n",
       "      tulipView.centerScene();\n",
       "      tulipView.draw();\n",
       "    });\n",
       "\n",
       "  });\n",
       "</script>"
      ],
      "text/plain": [
       "<graph \"\" (id 0) >"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# need to import the tulipgui module in order to load the 'File System Directory' import plugin \n",
    "# (as it depends on Qt)\n",
    "from tulipgui import *\n",
    "import os\n",
    "\n",
    "# get the root directory of the Python Standard Libraries\n",
    "pythonStdLibPath = os.path.dirname(os.__file__)\n",
    "\n",
    "# call the 'File System Directory' import plugin from Tulip\n",
    "# importing the tree structure of a file system\n",
    "params = tlp.getDefaultPluginParameters('File System Directory')\n",
    "params['directory color'] = tlp.Color.Blue\n",
    "params['other color'] = tlp.Color.Red\n",
    "params['dir::directory'] = pythonStdLibPath\n",
    "graph = tlp.importGraph('File System Directory', params)\n",
    "\n",
    "# compute an anonymous graph double property that will store node degrees\n",
    "degree = tlp.DoubleProperty(graph)\n",
    "degreeParams = tlp.getDefaultPluginParameters('Degree')\n",
    "graph.applyDoubleAlgorithm('Degree', degree, degreeParams)\n",
    "\n",
    "# create a heat map color scale\n",
    "heatMap = tlp.ColorScale([tlp.Color.Green, tlp.Color.Black, tlp.Color.Red])\n",
    "\n",
    "# linearly map node degrees to colors using the 'Color Mapping' plugin from Tulip\n",
    "# using the heat map color scale\n",
    "colorMappingParams = tlp.getDefaultPluginParameters('Color Mapping', graph)\n",
    "colorMappingParams['input property'] = degree\n",
    "colorMappingParams['colorScale'] = heatMap\n",
    "colorMappingParams['type'] = 'logarithmic'\n",
    "graph.applyColorAlgorithm('Color Mapping', colorMappingParams)\n",
    "\n",
    "# apply the 'Bubble Tree' graph layout plugin from Tulip\n",
    "graph.applyLayoutAlgorithm('Bubble Tree')\n",
    "\n",
    "# compute quadratic bezier shapes for edges\n",
    "curveEdgeParams = tlp.getDefaultPluginParameters('Curve edges', graph)\n",
    "curveEdgeParams['curve type'] = 'QuadraticDiscrete'\n",
    "graph.applyAlgorithm('Curve edges', curveEdgeParams)\n",
    "\n",
    "graph['viewLabelColor'].setAllNodeValue(tlp.Color.Black)\n",
    "\n",
    "tulipnb.display(graph)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<style type=\"text/css\">\n",
       ".tulip_viz {\n",
       "  height: 400px;\n",
       "  border: 1px solid black;\n",
       "}\n",
       ".interactor_button {\n",
       "  position: absolute;\n",
       "  left: 5px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       ".center_button {\n",
       "  position: absolute;\n",
       "  right: 0px !important;\n",
       "  top: 0px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       ".fullscreen_button {\n",
       "  position: absolute;\n",
       "  right: 0px !important;\n",
       "  top: 45px !important;\n",
       "  z-index: 10;\n",
       "}\n",
       "</style>\n",
       "\n",
       "<link rel=\"stylesheet\" href=\"\"/>\n",
       "\n",
       "<div id=\"toolbar-optionsfig_el5077181778\" class=\"hidden\">\n",
       "   <a class=\"interactor-znp\" href=\"#\"><i class=\"fa fa-hand-paper-o\" aria-hidden=\"true\"></i></a>\n",
       "   <a class=\"interactor-zoom\" href=\"#\"><i class=\"fa fa-search-plus\"></i></a>\n",
       "   <a class=\"interactor-fisheye\" href=\"#\"><i class=\"fa fa-eye\"></i></a>\n",
       "   <a class=\"interactor-neighborhood\" href=\"#\"><i class=\"fa fa-share-alt\"></i></a>\n",
       "</div>\n",
       "\n",
       "<div id=\"fig_el5077181778\" class=\"tulip_viz\">\n",
       "\n",
       "<div id=\"toolbarfig_el5077181778\" class=\"btn-toolbar btn-toolbar-dark interactor_button hidden\">\n",
       "    <i class=\"fa fa-hand-paper-o\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "<div id=\"centerfig_el5077181778\" class=\"btn-toolbar btn-toolbar-dark center_button hidden\">\n",
       "    <i class=\"fa fa-arrows\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "<div id=\"fullscreenfig_el5077181778\" class=\"btn-toolbar btn-toolbar-dark fullscreen_button hidden\">\n",
       "    <i class=\"fa fa-arrows-alt\" aria-hidden=\"true\"></i>\n",
       "</div>\n",
       "\n",
       "</div>\n",
       "\n",
       "<script type=\"text/javascript\">\n",
       "\n",
       "  var hostname = window.location.hostname;\n",
       "  var scriptPaths;\n",
       "\n",
       "  // case where we are running a local notebook server, load required assets from it\n",
       "  if (hostname == \"localhost\" || hostname == \"127.0.0.1\") {\n",
       "\n",
       "    scriptPaths = {tulip: \"/nbextensions/tulipjs/tulip\",\n",
       "                   base64utils: \"/nbextensions/tulipjs/base64utils\",\n",
       "                   jquerytoolbar: \"/nbextensions/tulipjs/jquery.toolbar.min\"};\n",
       "\n",
       "    if ($(\"#jqtoolbarcss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"jqtoolbarcss\" rel=\"stylesheet\" href=\"/nbextensions/tulipjs/css/jquery.toolbar.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    if ($(\"#fontawesomecss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"fontawesomecss\" rel=\"stylesheet\" href=\"/nbextensions/tulipjs/css/font-awesome.min.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "  // otherwise, we assume that we are only rendering a static html notebook through nbviewer\n",
       "  // so load required assets from rawgit (GitHub CDN)\n",
       "  } else {\n",
       "\n",
       "    var cdnPrefix = \"https://rawgit.com/anlambert/tulip_python_notebook/master/tulipnb/tulipjs/\";\n",
       "\n",
       "    scriptPaths = {tulip: cdnPrefix + \"tulip\",\n",
       "                   base64utils: cdnPrefix + \"base64utils\",\n",
       "                   jquerytoolbar: cdnPrefix + \"jquery.toolbar.min\"};\n",
       "\n",
       "    if ($(\"#jqtoolbarcss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"jqtoolbarcss\" rel=\"stylesheet\" href=\"'+ cdnPrefix + 'css/jquery.toolbar.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    if ($(\"#fontawesomecss\").length == 0) {\n",
       "      $(\"head\").append('<link id=\"fontawesomecss\" rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css\" type=\"text/css\" />');\n",
       "    }\n",
       "\n",
       "    window.tulipConf = {\n",
       "      modulePrefixURL: cdnPrefix,\n",
       "      filePackagePrefixURL: cdnPrefix,\n",
       "      memoryInitializerPrefixURL: cdnPrefix\n",
       "    };\n",
       "\n",
       "  }\n",
       "\n",
       "  require.config({waitSeconds: 0,\n",
       "                  paths: scriptPaths});\n",
       "\n",
       "  require([\"tulip\", \"base64utils\", \"jquerytoolbar\"], function(tulip, base64utils) {\n",
       "\n",
       "    var tulipView = null;\n",
       "\n",
       "    function resizeTulipView() {\n",
       "      if (tulipView && tulipView.fullScreenActivated) return;\n",
       "      if (tulipView) {\n",
       "        tulipView.resize();\n",
       "      }\n",
       "    }\n",
       "\n",
       "    window.addEventListener('resize', resizeTulipView, false);\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5077181778\").find(\".interactor-znp\").on('click', function() {\n",
       "      tulipView.activateInteractor('ZoomAndPan');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5077181778\").find(\".interactor-zoom\").on('click', function() {\n",
       "      tulipView.activateInteractor('RectangleZoom');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5077181778\").find(\".interactor-neighborhood\").on('click', function() {\n",
       "      tulipView.activateInteractor('Neighborhood');\n",
       "    });\n",
       "\n",
       "    $(\"#centerfig_el5077181778\").on('click', function() {\n",
       "      tulipView.centerScene();\n",
       "    });\n",
       "\n",
       "    $(\"#fullscreenfig_el5077181778\").on('click', function() {\n",
       "      tulipView.fullScreen();\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5077181778\").find(\".interactor-fisheye\").on('click', function() {\n",
       "      tulipView.activateInteractor('Fisheye');\n",
       "    });\n",
       "\n",
       "    $(\"#toolbar-optionsfig_el5077181778\").find('a').on('click', function() {\n",
       "      $this = $(this);\n",
       "      $button = $('#toolbarfig_el5077181778');\n",
       "      $newClass = $this.find('i').attr('class').substring(3);\n",
       "      $oldClass = $button.find('i').attr('class').substring(3);\n",
       "      if($newClass != $oldClass) {\n",
       "        $button.find('i').animate({\n",
       "          top: \"+=50\",\n",
       "          opacity: 0\n",
       "        }, 200, function() {\n",
       "          $(this).removeClass($oldClass).addClass($newClass).css({top: \"-=100\", opacity: 1}).animate({\n",
       "            top: \"+=50\"\n",
       "          });\n",
       "        });\n",
       "      }\n",
       "    });\n",
       "\n",
       "    $('#toolbarfig_el5077181778').toolbar({\n",
       "      content: '#toolbar-optionsfig_el5077181778',\n",
       "      position: 'bottom',\n",
       "      style: 'dark',\n",
       "      event: 'click',\n",
       "      hideOnClick: true\n",
       "    });\n",
       "\n",
       "    tulip.init().then(function() {\n",
       "      var tlpbgzGraphBase64 = 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\";\n",
       "      var tlpbgzGraphBinary = base64utils.base64DecToArr(tlpbgzGraphBase64);\n",
       "      var container = document.getElementById(\"fig_el5077181778\");\n",
       "      tulipView = tulip.View(container);\n",
       "      $(\"#toolbarfig_el5077181778\").removeClass('hidden');\n",
       "      $(\"#centerfig_el5077181778\").removeClass('hidden');\n",
       "      $(\"#fullscreenfig_el5077181778\").removeClass('hidden');\n",
       "      tulipView.loadGraphFromData(\"graph.tlpb.gz\", tlpbgzGraphBinary);\n",
       "      tulipView.centerScene();\n",
       "      tulipView.draw();\n",
       "    });\n",
       "\n",
       "  });\n",
       "</script>"
      ],
      "text/plain": [
       "<graph \"\" (id 0) >"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "graph = tlp.importGraph('Grid Approximation')\n",
    "graph.applyAlgorithm('Voronoi diagram')\n",
    "voronoi = graph.getSubGraph('Voronoi')\n",
    "original = graph.getSubGraph('Original graph')\n",
    "for e in original.getEdges():\n",
    "    graph['viewColor'][e] = tlp.Color.Red\n",
    "for n in voronoi.getNodes():\n",
    "    graph['viewColor'][n] = tlp.Color.Blue\n",
    "for e in voronoi.getEdges():\n",
    "    graph['viewColor'][e] = tlp.Color.Blue\n",
    "tulipnb.display(graph)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}