{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CytoscapeとIPython Notebookの連携\n",
    "\n",
    "![](https://raw.githubusercontent.com/idekerlab/cyREST/master/docs/images/logo300.png)\n",
    "\n",
    "### Part 1: 基本機能の紹介\n",
    "\n",
    "by Keiichiro Ono\n",
    "* Mail: kono at ucsd edu\n",
    "* Twitter: [c_z](https://twitter.com/c_z)\n",
    "\n",
    "このノートブックの詳細は[こちらの記事]()をお読みください。\n",
    "\n",
    "## 初期設定"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from py2cytoscape.data.cyrest_client import CyRestClient\n",
    "\n",
    "cy = CyRestClient(ip='127.0.0.1', port=1234)\n",
    "\n",
    "# 現在のセッションのクリア\n",
    "cy.session.delete()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## NetworkXによるスケールフリーネットワークの生成"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import networkx as nx\n",
    "g = nx.scale_free_graph(500)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 各種統計量の計算"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "deg = nx.degree(g)\n",
    "btw = nx.betweenness_centrality(g)\n",
    "\n",
    "nx.set_node_attributes(g, 'degree', deg)\n",
    "nx.set_node_attributes(g, 'betweenness', btw)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Cytoscapeで描画"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "g_cy = cy.network.create_from_networkx(g)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## レイアウト"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "cy.layout.apply(name='kamada-kawai', network=g_cy)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## スタイルの適用"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "directed = cy.style.create('Directed')\n",
    "cy.style.apply(directed, network=g_cy)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 見やすいようにエッジを束ねる"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "result = cy.edgebundling.apply(g_cy)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 画像を取得する\n",
    "\n",
    "### PNG"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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5dOxJduZxUxZj9l+xgYk2NDQkJCTExcUVFRVx0mEmKwyGU1FeXq6jBZ2vYJyG0NBQLy+v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FBfxU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o/v777x84cAA1ZmZm+reXV4cWtjwONHQY0neP07KfLl26lJKSojvUWphNBd1ZMasb+nRb7dWQ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CoQkmVmy83NpSRMqQ8fPuz+CuQPHTrUJR9gVQxrU+WGgAMRaRaeKLDnE+CPMa4oJ9Vcs2aN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\nhSIYhvi8te6WcE9Dl+pWMiIsckZGhlIUWLWJDRCDwWSFw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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "network_png = g_cy.get_png()\n",
    "\n",
    "from IPython.display import Image\n",
    "Image(network_png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### SVG"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg baseProfile=\"full\" height=\"940px\" version=\"1.1\" viewBox=\"0 0 1107 940\" width=\"1107px\" x=\"0px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" y=\"0px\">\n",
       "<title/>\n",
       "<desc>Creator: FreeHEP Graphics2D Driver Producer: org.freehep.graphicsio.svg.SVGGraphics2D Revision Source:  Date: 2015年7月4日 23時56分36秒 PDT</desc>\n",
       "<g stroke-dasharray=\"none\" stroke-dashoffset=\"0\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" stroke-miterlimit=\"10\" stroke-width=\"1\">\n",
       "<g fill=\"#ffffff\" fill-opacity=\"1\" fill-rule=\"nonzero\" stroke=\"none\">\n",
       "  <path d=\"M 0 0 L 1107 0 L 1107 940 L 0 940 L 0 0 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 557.4147086751022, 480.2233723904049)\">\n",
       "<g fill=\"none\" stroke=\"#333333\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-opacity=\"1\" stroke-width=\"2\">\n",
       "  <path d=\"M -195.65333557128906 -391.13482666015625 C -220.26412963867188 -456.3550720214844 -258.32806396484375 -534.8270263671875 -280.6715087890625 -566.4068603515625 C -303.01495361328125 -597.9866333007812 -334.4548645019531 -648.3455200195312 -350.89453125 -678.886474609375 C -367.3341979980469 -709.4273681640625 -402.4132080078125 -778.4219970703125 -429.2456970214844 -832.990234375\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.19410175508632618, 0.5143823256737876, -0.5143823256737876, 0.19410175508632618, 503.6309742983771, 372.70314248401894)\">\n",
       "<g fill=\"#333333\" fill-opacity=\"1\" fill-rule=\"nonzero\" stroke=\"none\">\n",
       "  <path d=\"M -0.00000000000000009185 0.5 C 0.27614237491539656 0.5 0.49999999999999994 0.2761423749153968 0.5 0.00000000000000012246 C 0.5000000000000001 -0.27614237491539656 0.27614237491539684 -0.4999999999999999 0.00000000000000015308 -0.5 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(-0.9703996607475789, -1.9734637546992468, 1.9734637546992468, -0.9703996607475789, 437.4772641880264, 247.29325667115845)\">\n",
       "<g fill=\"#333333\" fill-opacity=\"1\" fill-rule=\"nonzero\" stroke=\"none\">\n",
       "  <path d=\"M -2 -0.5 Q -1 0 0 0 Q -1 0 -2 0.5 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 468.95664128126396, 310.20174355669053)\">\n",
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       "</g> <!-- transform -->\n",
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       "<g fill=\"none\" stroke=\"#333333\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-opacity=\"1\" stroke-width=\"2\">\n",
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       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.2782541577666328, 0.4741722176369557, -0.4741722176369557, 0.2782541577666328, 456.8820866095051, 344.10232338596666)\">\n",
       "<g fill=\"#333333\" fill-opacity=\"1\" fill-rule=\"nonzero\" stroke=\"none\">\n",
       "  <path d=\"M -0.00000000000000009185 0.5 C 0.27614237491539656 0.5 0.49999999999999994 0.2761423749153968 0.5 0.00000000000000012246 C 0.5000000000000001 -0.27614237491539656 0.27614237491539684 -0.4999999999999999 0.00000000000000015308 -0.5 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(-0.6682201037466468, -2.09516504973701, 2.09516504973701, -0.6682201037466468, 382.7038419895738, 221.5812973449198)\">\n",
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       "  <path d=\"M -2 -0.5 Q -1 0 0 0 Q -1 0 -2 0.5 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 414.8480192381057, 280.3118601290503)\">\n",
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       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 846.5254457908602, 588.6494875145848)\">\n",
       "<text fill=\"#0099cc\" fill-opacity=\"1\" font-family=\"Helvetica\" font-size=\"8\" font-style=\"normal\" font-weight=\"normal\" stroke=\"none\" x=\"0\" y=\"0\">161</text>\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 557.4147086751022, 480.2233723904049)\">\n",
       "<g fill=\"none\" stroke=\"#333333\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-opacity=\"1\" stroke-width=\"5\">\n",
       "  <path d=\"M 1108.820068359375 321.99224853515625 C 1108.820068359375 334.4186554063491 1098.7464752305677 344.49224853515625 1086.320068359375 344.49224853515625 C 1073.8936614881823 344.49224853515625 1063.820068359375 334.4186554063491 1063.820068359375 321.99224853515625 C 1063.820068359375 309.5658416639634 1073.8936614881823 299.49224853515625 1086.320068359375 299.49224853515625 C 1098.7464752305677 299.49224853515625 1108.820068359375 309.5658416639634 1108.820068359375 321.99224853515625 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 557.4147086751022, 480.2233723904049)\">\n",
       "<g fill=\"#ffffff\" fill-opacity=\"1\" fill-rule=\"nonzero\" stroke=\"none\">\n",
       "  <path d=\"M 1108.820068359375 321.99224853515625 C 1108.820068359375 334.4186554063491 1098.7464752305677 344.49224853515625 1086.320068359375 344.49224853515625 C 1073.8936614881823 344.49224853515625 1063.820068359375 334.4186554063491 1063.820068359375 321.99224853515625 C 1063.820068359375 309.5658416639634 1073.8936614881823 299.49224853515625 1086.320068359375 299.49224853515625 C 1098.7464752305677 299.49224853515625 1108.820068359375 309.5658416639634 1108.820068359375 321.99224853515625 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 853.9506442444304, 569.5679126965663)\">\n",
       "<text fill=\"#0099cc\" fill-opacity=\"1\" font-family=\"Helvetica\" font-size=\"8\" font-style=\"normal\" font-weight=\"normal\" stroke=\"none\" x=\"0\" y=\"0\">212</text>\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 557.4147086751022, 480.2233723904049)\">\n",
       "<g fill=\"none\" stroke=\"#333333\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-opacity=\"1\" stroke-width=\"5\">\n",
       "  <path d=\"M 1100.130615234375 389.250732421875 C 1100.130615234375 401.67713929306785 1090.0570221055677 411.750732421875 1077.630615234375 411.750732421875 C 1065.2042083631823 411.750732421875 1055.130615234375 401.67713929306785 1055.130615234375 389.250732421875 C 1055.130615234375 376.82432555068215 1065.2042083631823 366.750732421875 1077.630615234375 366.750732421875 C 1090.0570221055677 366.750732421875 1100.130615234375 376.82432555068215 1100.130615234375 389.250732421875 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 557.4147086751022, 480.2233723904049)\">\n",
       "<g fill=\"#ffffff\" fill-opacity=\"1\" fill-rule=\"nonzero\" stroke=\"none\">\n",
       "  <path d=\"M 1100.130615234375 389.250732421875 C 1100.130615234375 401.67713929306785 1090.0570221055677 411.750732421875 1077.630615234375 411.750732421875 C 1065.2042083631823 411.750732421875 1055.130615234375 401.67713929306785 1055.130615234375 389.250732421875 C 1055.130615234375 376.82432555068215 1065.2042083631823 366.750732421875 1077.630615234375 366.750732421875 C 1090.0570221055677 366.750732421875 1100.130615234375 376.82432555068215 1100.130615234375 389.250732421875 z\"/>\n",
       "</g> <!-- drawing style -->\n",
       "</g> <!-- transform -->\n",
       "<g transform=\"matrix(0.27489301022996504, 0, 0, 0.27489301022996504, 851.5619743176469, 588.0567997956899)\">\n",
       "<text fill=\"#0099cc\" fill-opacity=\"1\" font-family=\"Helvetica\" font-size=\"8\" font-style=\"normal\" font-weight=\"normal\" stroke=\"none\" x=\"0\" y=\"0\">379</text>\n",
       "</g> <!-- transform -->\n",
       "</g> <!-- default stroke -->\n",
       "</svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "network_svg = g_cy.get_svg()\n",
    "\n",
    "from IPython.display import SVG\n",
    "SVG(network_svg)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### PDF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "network_pdf = g_cy.get_pdf()\n",
    "\n",
    "# ファイルに保存\n",
    "f = open('scale_free_500.pdf', 'wb')\n",
    "f.write(network_pdf)\n",
    "f.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## JavaScriptを使ったインタラクティブな描画"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "if (window['cytoscape'] === undefined) {\n",
       "    var paths = {\n",
       "        cytoscape: 'http://cytoscape.github.io/cytoscape.js/api/cytoscape.js-latest/cytoscape.min'\n",
       "    };\n",
       "\n",
       "    require.config({\n",
       "        paths: paths\n",
       "    });\n",
       "\n",
       "    require(['cytoscape'], function (cytoscape) {\n",
       "        console.log('Loading Cytoscape.js Module...');\n",
       "        window['cytoscape'] = cytoscape;\n",
       "\n",
       "        var event = document.createEvent(\"HTMLEvents\");\n",
       "        event.initEvent(\"load_cytoscape\", true, false);\n",
       "        window.dispatchEvent(event);\n",
       "    });\n",
       "}"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html>\n",
       "<head>\n",
       "    <meta charset=utf-8 />\n",
       "    <style type=\"text/css\">\n",
       "      body {\n",
       "          font: 14px helvetica neue, helvetica, arial, sans-serif;\n",
       "      }\n",
       "\n",
       "      #cyd9ce107b-d328-4ffd-a34a-c33cb7598a69 {\n",
       "        height: 700px;\n",
       "        width: 1098px;\n",
       "        position: absolute;\n",
       "        left: 4px;\n",
       "        top: 5px;\n",
       "        background: radial-gradient(#FFFFFF 15%, #DDDDDD 105%);\n",
       "      }\n",
       "    </style>\n",
       "\n",
       "    <script>\n",
       "    (function() {\n",
       "      function render() {\n",
       "        $('#cyd9ce107b-d328-4ffd-a34a-c33cb7598a69').cytoscape({\n",
       "            elements: {\n",
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false}, {\"data\": {\"SUID\": 29457, \"betweenness\": 0.0, \"shared_name\": \"495\", \"selected\": false, \"degree\": 1.0, \"id\": \"495\", \"name\": \"495\"}, \"position\": {\"y\": -1614.6193563466215, \"x\": 441.9183498180753}, \"selected\": false}, {\"data\": {\"SUID\": 29456, \"betweenness\": 0.0, \"shared_name\": \"494\", \"selected\": false, \"degree\": 1.0, \"id\": \"494\", \"name\": \"494\"}, \"position\": {\"y\": -865.0358023388201, \"x\": -1075.5019852958305}, \"selected\": false}, {\"data\": {\"SUID\": 29455, \"betweenness\": 0.0, \"shared_name\": \"493\", \"selected\": false, \"degree\": 1.0, \"id\": \"493\", \"name\": \"493\"}, \"position\": {\"y\": -916.5473349371789, \"x\": 665.6461422437021}, \"selected\": false}, {\"data\": {\"SUID\": 29454, \"betweenness\": 0.0, \"shared_name\": \"492\", \"selected\": false, \"degree\": 1.0, \"id\": \"492\", \"name\": \"492\"}, \"position\": {\"y\": 71.01040419774449, \"x\": 937.7857497701696}, \"selected\": false}, {\"data\": 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\"0\", \"id\": \"29467\", \"shared_interaction\": \"5\"}, \"selected\": false}, {\"data\": {\"source\": \"0\", \"SUID\": 29466, \"interaction\": \"4\", \"selected\": false, \"BEND_MAP_ID\": 29466, \"target\": \"0\", \"id\": \"29466\", \"shared_interaction\": \"4\"}, \"selected\": false}, {\"data\": {\"source\": \"0\", \"SUID\": 29465, \"interaction\": \"3\", \"selected\": false, \"BEND_MAP_ID\": 29465, \"target\": \"0\", \"id\": \"29465\", \"shared_interaction\": \"3\"}, \"selected\": false}, {\"data\": {\"source\": \"0\", \"SUID\": 29464, \"interaction\": \"2\", \"selected\": false, \"BEND_MAP_ID\": 29464, \"target\": \"0\", \"id\": \"29464\", \"shared_interaction\": \"2\"}, \"selected\": false}, {\"data\": {\"source\": \"0\", \"SUID\": 29463, \"interaction\": \"1\", \"selected\": false, \"BEND_MAP_ID\": 29463, \"target\": \"0\", \"id\": \"29463\", \"shared_interaction\": \"1\"}, \"selected\": false}, {\"data\": {\"source\": \"0\", \"SUID\": 29462, \"interaction\": \"0\", \"selected\": false, \"BEND_MAP_ID\": 29462, \"target\": \"0\", \"id\": \"29462\", \"shared_interaction\": \"0\"}, \"selected\": false}]\n",
       "            },\n",
       "\n",
       "            layout: {\n",
       "                name: 'preset'\n",
       "            },\n",
       "\n",
       "            boxSelectionEnabled: true,\n",
       "\n",
       "            ready: function() {\n",
       "                window.cy = this;\n",
       "                cy.fit();\n",
       "                cy.style().fromJson([{\"css\": {\"color\": \"rgb(0,153,234)\", \"shape\": \"ellipse\", \"border-color\": \"rgb(51,51,51)\", \"text-halign\": \"center\", \"font-weight\": \"normal\", \"width\": 45.0, \"background-opacity\": 1.0, \"font-size\": 9, \"border-opacity\": 1.0, \"text-opacity\": 1.0, \"border-width\": 3.0, \"height\": 45.0, \"content\": \"data(name)\", \"text-valign\": \"center\", \"font-family\": \"SansSerif\", \"background-color\": \"rgb(255,255,255)\"}, \"selector\": \"node\"}, {\"css\": {\"background-color\": \"rgb(255,0,102)\"}, \"selector\": \"node:selected\"}, {\"css\": {\"color\": \"rgb(0,0,0)\", \"source-arrow-shape\": \"none\", \"target-arrow-shape\": \"triangle\", \"font-weight\": \"normal\", \"width\": 2.0, \"font-size\": 12, \"target-arrow-color\": \"rgb(51,51,51)\", \"text-opacity\": 1.0, \"opacity\": 1.0, \"content\": \"data(interaction)\", \"source-arrow-color\": \"rgb(0,0,0)\", \"font-family\": \"SansSerif\", \"line-color\": \"rgb(51,51,51)\", \"line-style\": \"solid\"}, \"selector\": \"edge\"}, {\"css\": {\"line-color\": \"rgb(255,0,0)\"}, \"selector\": \"edge:selected\"}]).update();\n",
       "            }\n",
       "        });\n",
       "      }\n",
       "\n",
       "      var before_render = function(){\n",
       "        if(window['cytoscape'] === undefined){\n",
       "          console.log(\"Waiting for Cyjs...\");\n",
       "          window.addEventListener(\"load_cytoscape\", before_render);\n",
       "        } else {\n",
       "          console.log(\"Ready to render graph!\");\n",
       "          render();\n",
       "        }\n",
       "      }\n",
       "\n",
       "      before_render();\n",
       "\n",
       "    })();\n",
       "    </script>\n",
       "</head>\n",
       "\n",
       "<body>\n",
       "  <div id=\"cyd9ce107b-d328-4ffd-a34a-c33cb7598a69\"></div>\n",
       "  <!-- When only #uuid div is placed on this page,\n",
       "  the height of output-box on ipynb will be 0px.\n",
       "  One line below will prevent that. -->\n",
       "  <div id=\"dummy\" style=\"width:1098px;height:700px\">\n",
       "</body>\n",
       "\n",
       "</html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import py2cytoscape.cytoscapejs as renderer\n",
    "\n",
    "view = g_cy.get_first_view()\n",
    "# style_for_widget = cy.style.get(my_yeast_style.get_name(), data_format='cytoscapejs')\n",
    "renderer.render(view, 'Directed', background='radial-gradient(#FFFFFF 15%, #DDDDDD 105%)')"
   ]
  }
 ],
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  "kernelspec": {
   "display_name": "Python [Root]",
   "language": "python",
   "name": "Python [Root]"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
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