example.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting kaironviz==0.0.6\n",
      "  Downloading kaironviz-0.0.6-py3-none-any.whl (24 kB)\n",
      "Requirement already satisfied: numpy in /home/mitesh_gupta/.local/lib/python3.8/site-packages (from kaironviz==0.0.6) (1.22.0)\n",
      "Requirement already satisfied: ipython in /usr/lib/python3/dist-packages (from kaironviz==0.0.6) (7.13.0)\n",
      "Requirement already satisfied: pandas in /home/mitesh_gupta/.local/lib/python3.8/site-packages (from kaironviz==0.0.6) (1.5.2)\n",
      "Requirement already satisfied: jsmin in /home/mitesh_gupta/.local/lib/python3.8/site-packages (from kaironviz==0.0.6) (3.0.1)\n",
      "Requirement already satisfied: pexpect in /usr/lib/python3/dist-packages (from ipython->kaironviz==0.0.6) (4.6.0)\n",
      "Requirement already satisfied: python-dateutil>=2.8.1 in /home/mitesh_gupta/.local/lib/python3.8/site-packages (from pandas->kaironviz==0.0.6) (2.8.2)\n",
      "Requirement already satisfied: pytz>=2020.1 in /home/mitesh_gupta/.local/lib/python3.8/site-packages (from pandas->kaironviz==0.0.6) (2021.3)\n",
      "Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil>=2.8.1->pandas->kaironviz==0.0.6) (1.14.0)\n",
      "Installing collected packages: kaironviz\n",
      "  Attempting uninstall: kaironviz\n",
      "    Found existing installation: kaironviz 0.0.4\n",
      "    Uninstalling kaironviz-0.0.4:\n",
      "      Successfully uninstalled kaironviz-0.0.4\n",
      "Successfully installed kaironviz-0.0.6\n"
     ]
    }
   ],
   "source": [
    "!pip install kaironviz==0.0.6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import kaironviz as ks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>session_id</th>\n",
       "      <th>telemetry_uid</th>\n",
       "      <th>_class</th>\n",
       "      <th>timeDiff</th>\n",
       "      <th>customUserId</th>\n",
       "      <th>from</th>\n",
       "      <th>to</th>\n",
       "      <th>type</th>\n",
       "      <th>name</th>\n",
       "      <th>label_map</th>\n",
       "      <th>source</th>\n",
       "      <th>target</th>\n",
       "      <th>level</th>\n",
       "      <th>timestamp_IST</th>\n",
       "      <th>platform</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>-31a4ef00-299709e0-6540cfa0-6e8f9500</td>\n",
       "      <td>-2ddbd430-366ef8705d4aa9e01a0d77d0</td>\n",
       "      <td>com.digite.telemetry.models.EventsModel</td>\n",
       "      <td>44.26497888888889^^newSession</td>\n",
       "      <td>j8DTaJoQZ5ODLSEzNJPJgg==</td>\n",
       "      <td>https://nimbleprod.digite.com/digite/Request?K...</td>\n",
       "      <td>https://nimbleprod.digite.com/digite/Request?K...</td>\n",
       "      <td>action</td>\n",
       "      <td>Login</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>23-08-2023 12:10:11</td>\n",
       "      <td>Linux</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-31a4ef00-299709e0-6540cfa0-6e8f9500</td>\n",
       "      <td>-2ddbd430-366ef8705d4aa9e01a0d77d0</td>\n",
       "      <td>com.digite.telemetry.models.EventsModel</td>\n",
       "      <td>0.1235188889</td>\n",
       "      <td>j8DTaJoQZ5ODLSEzNJPJgg==</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>action</td>\n",
       "      <td>menu:Recent Projects</td>\n",
       "      <td>1</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1</td>\n",
       "      <td>23-08-2023 12:17:35</td>\n",
       "      <td>Linux</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>-31a4ef00-299709e0-6540cfa0-6e8f9500</td>\n",
       "      <td>-2ddbd430-366ef8705d4aa9e01a0d77d0</td>\n",
       "      <td>com.digite.telemetry.models.EventsModel</td>\n",
       "      <td>0.1240205556</td>\n",
       "      <td>j8DTaJoQZ5ODLSEzNJPJgg==</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>action</td>\n",
       "      <td>menu:Training project</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>23-08-2023 12:17:36</td>\n",
       "      <td>Linux</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>-31a4ef00-299709e0-6540cfa0-6e8f9500</td>\n",
       "      <td>-2ddbd430-366ef8705d4aa9e01a0d77d0</td>\n",
       "      <td>com.digite.telemetry.models.EventsModel</td>\n",
       "      <td>0.1240316667</td>\n",
       "      <td>j8DTaJoQZ5ODLSEzNJPJgg==</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>action</td>\n",
       "      <td>menu:Recent Projects</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1</td>\n",
       "      <td>23-08-2023 12:17:36</td>\n",
       "      <td>Linux</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-31a4ef00-299709e0-6540cfa0-6e8f9500</td>\n",
       "      <td>-2ddbd430-366ef8705d4aa9e01a0d77d0</td>\n",
       "      <td>com.digite.telemetry.models.EventsModel</td>\n",
       "      <td>0.1258183333</td>\n",
       "      <td>j8DTaJoQZ5ODLSEzNJPJgg==</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>action</td>\n",
       "      <td>menu:Change Requests</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>23-08-2023 12:17:43</td>\n",
       "      <td>Linux</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             session_id                       telemetry_uid  \\\n",
       "0  -31a4ef00-299709e0-6540cfa0-6e8f9500  -2ddbd430-366ef8705d4aa9e01a0d77d0   \n",
       "1  -31a4ef00-299709e0-6540cfa0-6e8f9500  -2ddbd430-366ef8705d4aa9e01a0d77d0   \n",
       "2  -31a4ef00-299709e0-6540cfa0-6e8f9500  -2ddbd430-366ef8705d4aa9e01a0d77d0   \n",
       "3  -31a4ef00-299709e0-6540cfa0-6e8f9500  -2ddbd430-366ef8705d4aa9e01a0d77d0   \n",
       "4  -31a4ef00-299709e0-6540cfa0-6e8f9500  -2ddbd430-366ef8705d4aa9e01a0d77d0   \n",
       "\n",
       "                                    _class                       timeDiff  \\\n",
       "0  com.digite.telemetry.models.EventsModel  44.26497888888889^^newSession   \n",
       "1  com.digite.telemetry.models.EventsModel                   0.1235188889   \n",
       "2  com.digite.telemetry.models.EventsModel                   0.1240205556   \n",
       "3  com.digite.telemetry.models.EventsModel                   0.1240316667   \n",
       "4  com.digite.telemetry.models.EventsModel                   0.1258183333   \n",
       "\n",
       "               customUserId  \\\n",
       "0  j8DTaJoQZ5ODLSEzNJPJgg==   \n",
       "1  j8DTaJoQZ5ODLSEzNJPJgg==   \n",
       "2  j8DTaJoQZ5ODLSEzNJPJgg==   \n",
       "3  j8DTaJoQZ5ODLSEzNJPJgg==   \n",
       "4  j8DTaJoQZ5ODLSEzNJPJgg==   \n",
       "\n",
       "                                                from  \\\n",
       "0  https://nimbleprod.digite.com/digite/Request?K...   \n",
       "1                                                NaN   \n",
       "2                                                NaN   \n",
       "3                                                NaN   \n",
       "4                                                NaN   \n",
       "\n",
       "                                                  to    type  \\\n",
       "0  https://nimbleprod.digite.com/digite/Request?K...  action   \n",
       "1                                                NaN  action   \n",
       "2                                                NaN  action   \n",
       "3                                                NaN  action   \n",
       "4                                                NaN  action   \n",
       "\n",
       "                    name  label_map  source  target  level  \\\n",
       "0                  Login          0     0.0     1.0      0   \n",
       "1   menu:Recent Projects          1     1.0     4.0      1   \n",
       "2  menu:Training project          2     NaN     NaN      1   \n",
       "3   menu:Recent Projects          3     1.0     5.0      1   \n",
       "4   menu:Change Requests          4     NaN     NaN      2   \n",
       "\n",
       "         timestamp_IST platform  \n",
       "0  23-08-2023 12:10:11    Linux  \n",
       "1  23-08-2023 12:17:35    Linux  \n",
       "2  23-08-2023 12:17:36    Linux  \n",
       "3  23-08-2023 12:17:36    Linux  \n",
       "4  23-08-2023 12:17:43    Linux  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('dataset/data1.csv')\n",
    "#drop count column\n",
    "df = df.drop(columns=['count'])\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "randomColor(){let h=Math.floor(Math.random()*360);let s=Math.floor(Math.random()*30)+40;let l=Math.floor(Math.random()*30)+50;return`hsl(${h},${s}%,${l}%)`;}\n",
       "randomColorGradient(ctx){let gradient=ctx.createLinearGradient(0,0,0,450);gradient.addColorStop(0,this.randomColor());gradient.addColorStop(1,this.randomColor());return gradient;}\n",
       "draw(){let canvas=this.elem.querySelector('.ks-chart-canvas');if(!this.senseMove&&this.LastRects){canvas.style.cursor='default';for(let i=0;i<this.LastRects.length;i++){let rect=this.LastRects[i];if(this.mouse.x>rect.x&&this.mouse.x<rect.x+rect.width&&this.mouse.y>rect.y&&this.mouse.y<rect.y+rect.height&&i+1!==this.intersectRect){canvas.style.cursor='pointer';this.senseMove=true;}}\n",
       "if(!this.senseMove)return;}\n",
       "let ctx=canvas.getContext('2d');let pbbox=this.parent.getBoundingClientRect();let width=(canvas.width=pbbox.width);canvas.height=this.height;let height=canvas.height-20;let selectedHeaders=this.showToolbar?this.headers.filter((h)=>{let id=`${this.id_}${h}`;let elem=this.elem.querySelector(`#${id}`);return elem.checked;}):this.headers;ctx.clearRect(0,0,width,height);let rects=[];let links=[];let nodeWidth=this.nodeWidth;let margin=(width*0.7-nodeWidth*selectedHeaders.length)/selectedHeaders.length;let verticalSpacing=this.verticalSpacing;let curveRadius=margin/3;let totalNodeHeight=0;let maxNodeWidth=0;let graphData=this.parse(this.data,selectedHeaders);if(!this.type2){for(let i=0;i<selectedHeaders.length;i++){let col=graphData[i];let nodes=col.nodes;let colHeight=nodes.length*verticalSpacing;if(colHeight>totalNodeHeight){totalNodeHeight=colHeight;maxNodeWidth=nodeWidth;}}\n",
       "let scale=Math.min(height/totalNodeHeight,1);verticalSpacing*=scale;let ColTotalHeights=selectedHeaders.map((v)=>0);for(let i=0;i<graphData.length;i++){let col=graphData[i];let nodes=col.nodes;for(let j=0;j<nodes.length;j++){let node=nodes[j];ColTotalHeights[i]+=node.freq*verticalSpacing;}}\n",
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       "(String(node.name).length>this.trancation?'...':'');ctx.fillText(text,rect.x+nodeWidth+this.labelDistance,rect.y+rect.height/2);}\n",
       "if(this.mouse.x>rect.x&&this.mouse.x<rect.x+rect.width&&this.mouse.y>rect.y&&this.mouse.y<rect.y+rect.height){rect.intersect=true;intersectRect=i+1;this.intersectRect=i+1;canvas.style.cursor='pointer';}}\n",
       "if(this.drawColumnLebels){if(!this.type2){for(let i=0;i<selectedHeaders.length;i++){let col=graphData[i];let nodes=col.nodes;let x=margin+i*(maxNodeWidth+margin);let y=canvas.height-2;ctx.fillStyle=this.textColor;ctx.font=`${Math.ceil(14*this.textScale)}px ${this.textFont}`;ctx.fillText(selectedHeaders[i],x+4,y-4);}}else{for(let i=0;i<selectedHeaders.length;i++){let x=margin+i*(maxNodeWidth+margin);let y=canvas.height-2;ctx.fillStyle=this.textColor;ctx.font=`${Math.ceil(14*this.textScale)}px ${this.textFont}`;ctx.fillText(selectedHeaders[i],x+4,y-4);}}}\n",
       "ctx.globalAlpha=0.2;ctx.fillStyle=this.ribbonStyle;let interAlpha=0.7;let dones=rects.map((r)=>0);let tDones=rects.map((r)=>0);let resetAlpha=false;for(let i=0;i<links.length;i++){let link=links[i];let source=rects[link.source];let target=rects[link.target];let h1=source.y+source.height*Math.min(dones[link.source],1.0);let h2=source.height*Math.min(dones[link.source]+link.value,1.0);let h3=target.y+target.height*Math.min(tDones[link.target],1.0);let h4=target.height*Math.min(tDones[link.target]+link.tValue,1.0);const sourceTargetDistance=Math.abs(source.x-target.x);if(sourceTargetDistance>200){curveRadius=sourceTargetDistance/2;}\n",
       "else if(sourceTargetDistance<=source.width+target.width){curveRadius=margin/2;}else{curveRadius=margin/3;}\n",
       "if(intersectRect>0&&(link.source===intersectRect-1||link.target===intersectRect-1)){ctx.globalAlpha=interAlpha;resetAlpha=true;}else{resetAlpha=false;}\n",
       "if(!this.type2||this.colorMode==0){ctx.fillStyle=this.colorPallet[link.source%this.colorCount];}else{let levelIndex=selectedHeaders.indexOf(rects[link.source].node.level);ctx.fillStyle=this.colorPallet[levelIndex%this.colorCount];}\n",
       "ctx.beginPath();ctx.moveTo(source.x+source.width,h1);ctx.bezierCurveTo(source.x+source.width+curveRadius,h1,target.x-curveRadius,h3,target.x,h3);ctx.lineTo(target.x,target.y+h4);ctx.bezierCurveTo(target.x-curveRadius,target.y+h4,source.x+source.width+curveRadius,source.y+h2,source.x+source.width,source.y+h2);ctx.closePath();ctx.fill();if(resetAlpha)ctx.globalAlpha=0.2;dones[link.source]+=link.value;tDones[link.target]+=link.tValue;}\n",
       "ctx.globalAlpha=1;if(intersectRect>0){let rect=rects[intersectRect-1];let node=rect.node;if(!this.type2||this.colorMode==0){ctx.fillStyle=this.colorPallet[(intersectRect-1)%this.colorCount];}else{let levelIndex=selectedHeaders.indexOf(rect.node.level);ctx.fillStyle=this.colorPallet[levelIndex%this.colorCount];}\n",
       "ctx.fillRect(rect.x-2,rect.y-2,rect.width+4,rect.height+4);let text=`${node.name}(${node.freq})`;let textWidth=ctx.measureText(text).width;let textHeight=20;let x=rect.x+rect.width/2-textWidth/2;let y=rect.y+rect.height/2-textHeight/2;ctx.fillStyle='#0008';ctx.fillRect(this.mouse.x+10,this.mouse.y+10,textWidth+10,textHeight+10);ctx.fillStyle='#fff';ctx.fillText(text,this.mouse.x+10+5,this.mouse.y+10+textHeight);let from=links.filter((l)=>l.target===intersectRect-1).map((l)=>{let source=rects[l.source];return{name:source.node.name,value:l.value,count:l.value*source.node.freq,};});let to=links.filter((l)=>l.source===intersectRect-1).map((l)=>{let target=rects[l.target];return{name:target.node.name,value:l.tValue,count:l.tValue*target.node.freq,};});let fromText=from.map((f)=>`${this.fromprefix}${String(f.name).substring(0,this.trancation)}:${f.count}(${Number(f.value*100).toFixed(2)}%)${this.fromSuffix}`).join('\\n');let toText=to.map((f)=>`${this.toprefix}${String(f.name).substring(0,this.trancation)}:${f.count}(${Number(f.value*100).toFixed(2)}%)${this.toSuffix}`).join('\\n');let fromTextLines=fromText.split('\\n');fromTextLines.unshift('From');let toTextLines=toText.split('\\n');toTextLines.unshift('To');let maxTextWidth=Math.max(...fromTextLines.map((t)=>ctx.measureText(t).width),...toTextLines.map((t)=>ctx.measureText(t).width));let maxTextHeight=Math.max(...fromTextLines.map((t)=>20),...toTextLines.map((t)=>20));let fromTextX=canvas.width-maxTextWidth-20;let cnv=ctx.canvas;let scrollOffset=cnv.parentElement.getBoundingClientRect().top-cnv.getBoundingClientRect().top;let fromTextY=20+scrollOffset;let toTextX=canvas.width-maxTextWidth-20;let toTextY=fromTextY+maxTextHeight*fromTextLines.length+20;ctx.fillStyle='#fff8';ctx.fillRect(fromTextX,fromTextY,maxTextWidth+10,maxTextHeight*fromTextLines.length+10);ctx.fillRect(toTextX,toTextY,maxTextWidth+10,maxTextHeight*toTextLines.length+10);ctx.fillStyle='#333';ctx.fillStyle=this.textColor;const setFont=(i)=>{if(i==0)ctx.font=`bold ${Math.ceil(14*this.textScale)}px ${this.textFont}`;else ctx.font=`${Math.ceil(14*this.textScale)}px ${this.textFont}`;};for(let i=0;i<fromTextLines.length;i++){setFont(i);ctx.fillText(fromTextLines[i],fromTextX+5,fromTextY+20+i*20);}\n",
       "for(let i=0;i<toTextLines.length;i++){setFont(i);ctx.fillText(toTextLines[i],toTextX+5,toTextY+20+i*20);}}}\n",
       "render({legend,legendStyle}){let template=`<style>.ks-toolbar{display:flex;justify-content:start;align-items:center;padding:10px;}.ks-search-input::-webkit-calendar-picker-indicator{display:none;}.ks-select-btn{border:1px solid#aaa;border-radius:0.5rem;padding:1.32rem;margin:1rem;flex:1;background-color:transparent;display:flex;justify-content:center;align-items:center;}.ks-select-btn:hover{background-color:#4442;}.ks-filter-input{border:1px solid#aaa;border-radius:0.5rem;padding:.25rem;margin:1rem;flex:1;position:relative;}.ks-apply-filter-btn{position:absolute;right:4px;bottom:4px;border:1px solid#aaa;border-radius:0.5rem;padding:.5rem;flex:1;background-color:transparent;}.ks-apply-filter-btn:hover{background-color:#4442;}.ks-chip,.ks-search-input{font-family:sans-serif;font-size:.85rem;margin:.25rem;padding:0.5rem;border-radius:1rem;color:${this.textColor}}.ks-chip>span{padding-right:0.5rem;padding-left:0.5rem;}.ks-chip>span:last-child{padding-right:0.2rem;color:#f84;font-weight:bold;cursor:pointer;}.ks-chip{background-color:#ddd;display:inline-block;}.</style>`;if(this.showToolbar)\n",
       "template+=`<div class=\"ks-toolbar\"><div class=\"ks-chart-levels\"style=\"position: relative\"><div style=\"position: relative; display: inline-block;\"><button class=\"ks-select-btn\"onClick=\"let ne = this.nextElementSibling; ne.style.display = ne.style.display === 'none'? 'block' : 'none'; \"><span>Select Levels</span>&nbsp;<svg stroke=\"currentColor\"fill=\"currentColor\"stroke-width=\"0\"viewBox=\"0 0 512 512\"height=\"1rem\"width=\"1rem\"xmlns=\"http://www.w3.org/2000/svg\"><path fill=\"none\"stroke-linecap=\"round\"stroke-linejoin=\"round\"stroke-width=\"48\"d=\"M112 268l144 144 144-144M256 392V100\"></path></svg></button><div style=\"display: none; position: absolute; background-color: #f9f9f9; min-width: 200px;  box-shadow: 0px 8px 16px 2px rgba(0,0,0,0.2); z-index: 1;\">${this.headers.map((h)=>{return`<label style=\"display: block; padding: 4px;\"><input type=\"checkbox\"id=\"${this.id_}${h}\"style=\"margin-right: 5px;\">${h}</label>`;}).join('')}</div></div></div><fieldset class=\"ks-filter-input\"><legend>Filter Data</legend><div style=\"display: inline;\"class=\"ks-filter-chips\"><!--Chips will be displayed here--></div><input class=\"ks-search-input\"type=\"text\"style=\"display: inline-block; border:none; outline: none;\"\n",
       "list=\"ks-s-search-options-${this.uid}\"placeholder=\"filter by...\"onkeydown=\"\n",
       "(function (event) {\n",
       "function createChip(chipContainer, text) {\n",
       "    const chip = document.createElement('div');\n",
       "    const chipText = document.createElement('span');\n",
       "    const chipClose = document.createElement('span');\n",
       "    chipText.textContent = text;\n",
       "    chipClose.textContent = 'x';\n",
       "    chip.appendChild(chipText);\n",
       "    chip.appendChild(chipClose);\n",
       "    chipClose.classList.add('ks-chip-close');\n",
       "    chipClose.addEventListener('click', function () {\n",
       "    chipContainer.removeChild(chip);\n",
       "});\n",
       "chip.classList.add('ks-chip');\n",
       "\n",
       "chipContainer.appendChild(chip);\n",
       "}\n",
       "if (event.key === 'Enter' && this.value.trim() !== '') {\n",
       "    createChip(this.previousElementSibling, this.value.trim());\n",
       "    this.value = '';\n",
       "}\n",
       "}).call(this, event)\n",
       "\n",
       "\"/><button class=\"ks-apply-filter-btn\">apply</button><datalist id=\"ks-s-search-options-${this.uid}\"class=\"ks-search-options-list\">${this.filters.map((f)=>`<option value=\"${f}\"></option>`).join('')}<!--Add more options as needed--></datalist></fieldset></div>`;template+=`<h2 style=\"${legendStyle}\">${legend}</h2><div style=\"position: relative; width: 100%; height: 100%; ${\n",
       "            this.shouldScroll ? 'overflow-y: auto;' : ''\n",
       "        } overflow-x: hidden;  box-sizing: border-box;\"><canvas class=\"ks-chart-canvas\"script=\"width: 100%; height: ${\n",
       "            this.height\n",
       "        }; box-sizing: border-box;\"></canvas></div>`;this.elem.innerHTML=template;let canvas=this.elem.querySelector('.ks-chart-canvas');canvas.style.height=`${this.height}px`;this.colorPallet=[];this.colorCount=30;let ctx=canvas.getContext('2d');this.ribbonStyle=this.randomColorGradient(ctx);for(let i=0;i<this.colorCount;i++){if(this.useGradient)this.colorPallet.push(this.randomColorGradient(ctx));else this.colorPallet.push(this.randomColor());}\n",
       "if(this.showToolbar){this.headers.forEach((h)=>{let id=`${this.id_}${h}`;let elem=this.elem.querySelector(`#${id}`);elem.checked=true;elem.addEventListener('change',(e)=>{this.isFilterChanged=true;this.draw();});this.elem.querySelector('.ks-apply-filter-btn').addEventListener('click',(e)=>{this.isFilterChanged=true;this.draw();});});}\n",
       "let inputBox=this.elem.querySelector('.ks-search-input');inputBox.addEventListener('input',(e)=>{if(this.filters.includes(e.target.value)){let chipContainer=inputBox.previousElementSibling;const chip=document.createElement('div');const chipText=document.createElement('span');const chipClose=document.createElement('span');chipText.textContent=e.target.value;chipClose.textContent='x';chip.appendChild(chipText);chip.appendChild(chipClose);chipClose.classList.add('ks-chip-close');chipClose.addEventListener('click',()=>{this.isFilterChanged=true;chipContainer.removeChild(chip);});chip.classList.add('ks-chip');chipContainer.appendChild(chip);e.target.value='';this.isFilterChanged=true;this.draw();}});canvas.addEventListener('mousemove',(e)=>{this.mouse={x:e.offsetX,y:e.offsetY,};this.draw();});canvas.addEventListener('click',(e)=>{this.mouse={x:e.offsetX,y:e.offsetY,};this.draw();this.senseMove=!this.senseMove;});this.draw();}\n",
       "plot({data,headers,legend='sanky chart example',legendStyle='text-align: center; font: 28px Arial',trancation=15,}){this.type2=false;if(!headers)headers=[...new Set(...data.map((d)=>Object.keys(d)))];this.headers=headers;this.data=data;this.filters=[];for(let h of headers){let uniqueVals=[...new Set(data.map((d)=>d[h]))];for(let v of uniqueVals){this.filters.push(`${h}:${v}`);}}\n",
       "this.trancation=trancation;this.render({legend,legendStyle});}\n",
       "plot2({data,srcName,destName,srcLevel,destLevel,legend='sanky chart - 2',legendStyle='text-align: center; font: 28px Arial',trancation=15,}){this.type2=true;this.data=data;this.headers=[...new Set(data.map((d)=>d[srcLevel]).concat(data.map((d)=>d[destLevel]))),].sort();this.headers=this.headers.filter((h)=>h!==null);this.headers=[...new Set(this.headers)];this.filters=[];for(let d of data){for(let k in d){this.filters.push(`${k}:${d[k]}`);}}\n",
       "this.filters=[...new Set(this.filters)];this.srcName=srcName;this.destName=destName;this.srcLevel=srcLevel;this.destLevel=destLevel;this.trancation=trancation;this.render({legend,legendStyle});}\n",
       "parse(data,headers){if(this.cachedParsedData&&!this.isFilterChanged){return this.cachedParsedData;}\n",
       "this.isFilterChanged=false;let filters=[];let filterHeaders={};if(this.showToolbar){let chips=this.elem.querySelector('.ks-filter-chips').children;for(let c of chips){let text=c.children[0].textContent.trim();let header=text.split(':');if(header.length===2){filters.push({header:header[0],value:header[1],});if(filterHeaders[header[0]]){filterHeaders[header[0]].push(header[1]);}else{filterHeaders[header[0]]=[header[1]];}}else if(header.length>2){filters.push({header:header[0],value:header.slice(1).join(':'),});if(filterHeaders[header[0]]){filterHeaders[header[0]].push(header.slice(1).join(':'));}else{filterHeaders[header[0]]=[header.slice(1).join(':')];}}}\n",
       "filters=[...new Set(filters)];}\n",
       "let filteredData=data.filter((d)=>{let flag=true;for(let h in filterHeaders){if(!filterHeaders[h].some((v)=>{return d[h]==v;})){flag=false;break;}}\n",
       "return flag;});if(filters.length===0)filteredData=data;this.filteredHeaders=Object.keys(filteredData[0]);if(this.type2){let nodeNames=[...new Set(filteredData.map((d)=>d[this.srcName]).concat(data.map((d)=>d[this.destName]))),];let nodes={};for(let name of nodeNames){nodes[name]={name,level:0,freqSrc:0,freqDest:0,};}\n",
       "for(let d of filteredData){nodes[d[this.srcName]].freqSrc++;nodes[d[this.destName]].freqDest++;nodes[d[this.srcName]].level=d[this.srcLevel];nodes[d[this.destName]].level=d[this.destLevel];}\n",
       "for(let i in nodes){nodes[i].freq=Math.max(nodes[i].freqSrc,nodes[i].freqDest);}\n",
       "let finalNodeArray=[];for(let n in nodes){if(nodes[n].freq===0)continue;finalNodeArray.push(nodes[n]);}\n",
       "let links=[];for(let d of filteredData){let key=`${d[this.srcName]}-${d[this.destName]}`;if(!links[key])\n",
       "links[key]={sorceId:finalNodeArray.findIndex((n)=>n.name===d[this.srcName]),targetId:finalNodeArray.findIndex((n)=>n.name===d[this.destName]),source:d[this.srcName],target:d[this.destName],value:0,};links[key].value++;}\n",
       "let finalLinks=[];for(let l in links){finalLinks.push(links[l]);}\n",
       "const returnData={nodes:finalNodeArray,links:finalLinks,};this.cachedParsedData=returnData;return returnData;}else{let colData={};let freq=[];if(filteredData[0].hasOwnProperty('_freq_')){for(let d of filteredData){freq.push(d._freq_);}}\n",
       "for(let d of filteredData){for(let h of headers){if(!colData[h])colData[h]=[];colData[h].push(d[h]);}}\n",
       "let cols=[];const nodesArray=[];const uniqueValsArray=[];for(let i=0;i<headers.length;i++){let h=headers[i];let freqsMap=new Map();for(let index=0;index<colData[h].length;index++){let value=colData[h][index];if(freq.length===0){freqsMap.set(value,(freqsMap.get(value)||0)+1);}else{freqsMap.set(value,(freqsMap.get(value)||0)+freq[index]);}}\n",
       "let uniqueVals=Array.from(freqsMap.keys());let freqs=uniqueVals.map((v)=>freqsMap.get(v));let nodes=uniqueVals.map((v,i)=>{return{name:v,freq:freqs[i],level:i,};});nodesArray.push(nodes);uniqueValsArray.push(uniqueVals);}\n",
       "for(let i=0;i<headers.length;i++){const h=headers[i];const nodes=nodesArray[i];const uniqueVals=uniqueValsArray[i];let links=[];let reverseLinks=[];if(i<headers.length-1){let nextHeader=headers[i+1];let nextUniqueVals=[...new Set(colData[nextHeader])];for(let j=0;j<nodes.length;j++){let node=nodes[j];for(let k=0;k<nextUniqueVals.length;k++){let nextNode=nextUniqueVals[k];let count=0;let reverseCount=0;for(let l=0;l<filteredData.length;l++){let d=filteredData[l];if(d[h]===node.name&&d[nextHeader]===nextNode){if(!d._freq_){count++;}else{count+=d._freq_;}}\n",
       "if(d[h]===nextNode&&d[nextHeader]===node.name){if(!d._freq_){reverseCount++;}else{reverseCount+=d._freq_;}}}\n",
       "if(count>0){links.push({sourceCol:i,targetCol:i+1,source:j,target:k,value:count,});}\n",
       "if(reverseCount>0){reverseLinks.push({sourceCol:i,targetCol:i+1,source:k,target:j,value:reverseCount,});}}}}\n",
       "cols.push({nodes,links:links.concat(reverseLinks),});}\n",
       "this.graphData=cols;this.cachedParsedData=cols;return cols;}}}\n",
       "    let data = `[{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1235188889\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Recent Projects\",\"label_map\":1,\"source\":1.0,\"target\":4.0,\"level\":1,\"timestamp_IST\":\"23-08-2023 12:17:35\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1240205556\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Training project\",\"label_map\":2,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":1,\"timestamp_IST\":\"23-08-2023 12:17:36\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1240316667\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Recent Projects\",\"label_map\":3,\"source\":1.0,\"target\":5.0,\"level\":1,\"timestamp_IST\":\"23-08-2023 12:17:36\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1258183333\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Change Requests\",\"label_map\":4,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":2,\"timestamp_IST\":\"23-08-2023 12:17:43\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1282913889\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Tasks\",\"label_map\":5,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":2,\"timestamp_IST\":\"23-08-2023 12:17:52\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1298591667\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Team Members\",\"label_map\":6,\"source\":1.0,\"target\":6.0,\"level\":2,\"timestamp_IST\":\"23-08-2023 12:17:57\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1313141667\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Issues\",\"label_map\":7,\"source\":1.0,\"target\":7.0,\"level\":2,\"timestamp_IST\":\"23-08-2023 12:18:02\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1324547222\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Training\",\"label_map\":8,\"source\":1.0,\"target\":8.0,\"level\":2,\"timestamp_IST\":\"23-08-2023 12:18:06\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1365661111\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:User Stories\",\"label_map\":9,\"source\":1.0,\"target\":9.0,\"level\":2,\"timestamp_IST\":\"23-08-2023 12:18:21\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1383516667\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Action Items\",\"label_map\":10,\"source\":1.0,\"target\":10.0,\"level\":2,\"timestamp_IST\":\"23-08-2023 12:18:28\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1396602778\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Change Requests\",\"label_map\":11,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":2,\"timestamp_IST\":\"23-08-2023 12:18:32\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1420347222\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Team Members\",\"label_map\":12,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":2,\"timestamp_IST\":\"23-08-2023 12:18:41\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1467725\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Recent Projects\",\"label_map\":13,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":1,\"timestamp_IST\":\"23-08-2023 12:18:58\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1473080556\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Nimble Development [Production]\",\"label_map\":14,\"source\":0.0,\"target\":13.0,\"level\":1,\"timestamp_IST\":\"23-08-2023 12:19:00\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1473172222\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Recent Projects\",\"label_map\":15,\"source\":13.0,\"target\":17.0,\"level\":1,\"timestamp_IST\":\"23-08-2023 12:19:00\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1562825\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"List lane\",\"label_map\":16,\"source\":13.0,\"target\":18.0,\"level\":2,\"timestamp_IST\":\"23-08-2023 12:19:32\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1947647222\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Tasks\",\"label_map\":17,\"source\":18.0,\"target\":19.0,\"level\":2,\"timestamp_IST\":\"23-08-2023 12:21:51\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.1980583333\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Training\",\"label_map\":18,\"source\":19.0,\"target\":20.0,\"level\":2,\"timestamp_IST\":\"23-08-2023 12:22:03\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.2066238889\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"Segment tab ToDos\",\"label_map\":19,\"source\":0.0,\"target\":21.0,\"level\":3,\"timestamp_IST\":\"23-08-2023 12:22:34\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.2111402778\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"eform-action Save\",\"label_map\":20,\"source\":21.0,\"target\":22.0,\"level\":4,\"timestamp_IST\":\"23-08-2023 12:22:50\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.2169113889\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"menu:Analytics\",\"label_map\":21,\"source\":23.0,\"target\":24.0,\"level\":1,\"timestamp_IST\":\"23-08-2023 12:23:11\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.2200730556\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"Logout\",\"label_map\":22,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":13,\"timestamp_IST\":\"23-08-2023 12:23:22\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.2306555556\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"https:\\/\\/nimbleprod.digite.com\\/digite\\/Request?Key=check_password&ForwardKey=agile_board_renderer%26OwnerType%3DPrj%26CFM%3DY%26ProjectId%3D350005724%26OwnerID%3D350005724%26OwnerType%3DPrj%26MenuSubmitted%3Dtrue%26MenuSelection%3DMenu.UserSelectedProject.Home%26LSP%3DY%26MenuCode%3Dusp.home.profile&expiryDays=-173&uls=Y&SessionKey=Y&childProcessId=4H4pyULEl6LcsRzbW3ZiS6On8dMKtDTFv9M2oHwjymY93D\",\"to\":\"https:\\/\\/nimbleprod.digite.com\\/digite\\/Request?Key=framework_main&ContainedURL=agile_board_renderer&OwnerType=Prj&CFM=Y&ProjectId=350005724&OwnerID=350005724&OwnerType=Prj&MenuSubmitted=true&MenuSelection=Menu.UserSelectedProject.Home&LSP=Y&MenuCode=usp.home.profile&uls=Y&SessionKey=Y&childProcessId=zBk2gZ6wp9DdB4HPvUSmC92BewGGiNer4ZlVhGl992BRbhY93D\",\"type\":\"action\",\"name\":\"Login\",\"label_map\":23,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":0,\"timestamp_IST\":\"23-08-2023 12:24:00\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"0.2401352778\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"UNKNOWN\",\"to\":\"UNKNOWN\",\"type\":\"action\",\"name\":\"Logout\",\"label_map\":24,\"source\":\"UNKNOWN\",\"target\":\"UNKNOWN\",\"level\":13,\"timestamp_IST\":\"23-08-2023 12:24:34\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1},{\"session_id\":\"-31a4ef00-299709e0-6540cfa0-6e8f9500\",\"telemetry_uid\":\"-2ddbd430-366ef8705d4aa9e01a0d77d0\",\"_class\":\"com.digite.telemetry.models.EventsModel\",\"timeDiff\":\"44.26497888888889^^newSession\",\"customUserId\":\"j8DTaJoQZ5ODLSEzNJPJgg==\",\"from\":\"https:\\/\\/nimbleprod.digite.com\\/digite\\/Request?Key=check_password&ForwardKey=agile_board_renderer%26OwnerType%3DPrj%26CFM%3DY%26ProjectId%3D350006126%26OwnerID%3D350006126%26OwnerType%3DPrj%26MenuSubmitted%3Dtrue%26MenuSelection%3DMenu.UserSelectedProject.Home%26LSP%3DY%26MenuCode%3Dusp.home.profile&expiryDays=-173&uls=Y&SessionKey=Y&childProcessId=o6wuUFSFif92BPqXa022JnBI92F5VmzhS4QhHbB92FMBjuxE893D\",\"to\":\"https:\\/\\/nimbleprod.digite.com\\/digite\\/Request?Key=framework_main&ContainedURL=agile_board_renderer&OwnerType=Prj&CFM=Y&ProjectId=350006126&OwnerID=350006126&OwnerType=Prj&MenuSubmitted=true&MenuSelection=Menu.UserSelectedProject.Home&LSP=Y&MenuCode=usp.home.profile&uls=Y&SessionKey=Y&childProcessId=ong5yVEz6hHH9W3HIf6xkZ3292B7Y65uOuerfQGxAdnHM93D\",\"type\":\"action\",\"name\":\"Login\",\"label_map\":0,\"source\":0.0,\"target\":1.0,\"level\":0,\"timestamp_IST\":\"23-08-2023 12:10:11\",\"platform\":\"Linux\",\"count\":1,\"_freq_\":1}]`\n",
       "    data = JSON.parse(data);\n",
       "    let ksChart = new KSChart({\n",
       "        parent: document.getElementById(`id_ksanky2_453372be-fd0e-4d15-beb8-b9204bf4fc5e`),\n",
       "        height: 450,\n",
       "        clientHeight: 0,\n",
       "        fromSuffix: ``,\n",
       "        toSuffix: ``,\n",
       "        fromPrefix: ``,\n",
       "        toPrefix: ``,\n",
       "        showToolbar: true,\n",
       "        nodeWidth: 20,\n",
       "        verticalSpacing: 20,\n",
       "        textColor: '#333',\n",
       "        textScale: 1,\n",
       "        textFont: `Arial`,\n",
       "        drawColumnLebels: true,\n",
       "        drawLabels: true,\n",
       "        labelDistance: 10,\n",
       "        useGradient: true,\n",
       "    });\n",
       "    let headers = `[\"platform\", \"level\", \"type\", \"from\", \"name\"]`\n",
       "    headers = JSON.parse(headers);\n",
       "    ksChart.plot({\n",
       "        data,\n",
       "        legend: `chart example`,\n",
       "        legendStyle: `text-align: center; font: 28px Arial`,\n",
       "        trancation: Number(`20`),\n",
       "        headers\n",
       "    });\n",
       "</script></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "headers = ['platform', 'level', 'type', 'from', 'name']\n",
    "\n",
    "html = ks.sanky_chart(df, headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>timestamp</th>\n",
       "      <th>telemetry_uid</th>\n",
       "      <th>session_id</th>\n",
       "      <th>session</th>\n",
       "      <th>event_name</th>\n",
       "      <th>hostsubdomain</th>\n",
       "      <th>source</th>\n",
       "      <th>srclevel</th>\n",
       "      <th>level</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2023-09-07T13:09:46.573Z</td>\n",
       "      <td>-100b40e09da70c0-7954f030-5d3bf4e0</td>\n",
       "      <td>-6be355e06dfba8606cd67f807ff6f960</td>\n",
       "      <td>1</td>\n",
       "      <td>Login</td>\n",
       "      <td>feb201</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2023-09-07T13:09:50.358Z</td>\n",
       "      <td>-100b40e09da70c0-7954f030-5d3bf4e0</td>\n",
       "      <td>-6be355e06dfba8606cd67f807ff6f960</td>\n",
       "      <td>1</td>\n",
       "      <td>menu:Apps</td>\n",
       "      <td>feb201</td>\n",
       "      <td>Login</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2023-09-07T13:09:59.032Z</td>\n",
       "      <td>-100b40e09da70c0-7954f030-5d3bf4e0</td>\n",
       "      <td>-6be355e06dfba8606cd67f807ff6f960</td>\n",
       "      <td>1</td>\n",
       "      <td>menu:Apps</td>\n",
       "      <td>feb201</td>\n",
       "      <td>Login</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2023-08-18T05:25:50.053Z</td>\n",
       "      <td>-1970a57077a63d70236b3c6026ad5bd0</td>\n",
       "      <td>-47f58c60-ebc58a0-2575d510-751fb0d0</td>\n",
       "      <td>1</td>\n",
       "      <td>Login</td>\n",
       "      <td>feb201</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2023-08-18T05:25:58.817Z</td>\n",
       "      <td>-1970a57077a63d70236b3c6026ad5bd0</td>\n",
       "      <td>-47f58c60-ebc58a0-2575d510-751fb0d0</td>\n",
       "      <td>1</td>\n",
       "      <td>menu:AI-Powered Auto-fill Fields</td>\n",
       "      <td>feb201</td>\n",
       "      <td>menu:Recent Projects</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  timestamp                       telemetry_uid  \\\n",
       "0  2023-09-07T13:09:46.573Z  -100b40e09da70c0-7954f030-5d3bf4e0   \n",
       "1  2023-09-07T13:09:50.358Z  -100b40e09da70c0-7954f030-5d3bf4e0   \n",
       "2  2023-09-07T13:09:59.032Z  -100b40e09da70c0-7954f030-5d3bf4e0   \n",
       "3  2023-08-18T05:25:50.053Z   -1970a57077a63d70236b3c6026ad5bd0   \n",
       "4  2023-08-18T05:25:58.817Z   -1970a57077a63d70236b3c6026ad5bd0   \n",
       "\n",
       "                            session_id  session  \\\n",
       "0    -6be355e06dfba8606cd67f807ff6f960        1   \n",
       "1    -6be355e06dfba8606cd67f807ff6f960        1   \n",
       "2    -6be355e06dfba8606cd67f807ff6f960        1   \n",
       "3  -47f58c60-ebc58a0-2575d510-751fb0d0        1   \n",
       "4  -47f58c60-ebc58a0-2575d510-751fb0d0        1   \n",
       "\n",
       "                         event_name hostsubdomain                source  \\\n",
       "0                             Login        feb201                   NaN   \n",
       "1                         menu:Apps        feb201                 Login   \n",
       "2                         menu:Apps        feb201                 Login   \n",
       "3                             Login        feb201                   NaN   \n",
       "4  menu:AI-Powered Auto-fill Fields        feb201  menu:Recent Projects   \n",
       "\n",
       "   srclevel  level  \n",
       "0       NaN     -2  \n",
       "1      -2.0     -1  \n",
       "2      -2.0     -1  \n",
       "3       NaN     -2  \n",
       "4      -1.0      0  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('dataset/data2.csv')\n",
    "df.head()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sanky chart 2 example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><div style=\"width:100%; height: 1050px; background-color: white;\" id=\"id_ksanky2_7892ba1b-daab-4c93-a952-a3b8c44de833\"></div>\n",
       "<script type=\"module\">\n",
       "    class KSChart{constructor({parent=document.body,height=450,clientHeight=0,fromprefix='',toprefix='',fromSuffix='',toSuffix='',showToolbar=true,nodeWidth=14,verticalSpacing=30,textColor='#333',textScale=1,textFont='Arial',drawColumnLebels=true,drawLabels=true,labelDistance=10,colorMode=1,useGradient=true,}){this.parent=parent;this.height=height;this.clientHeight=clientHeight;this.elem=document.createElement('div');this.elem.classList.add('ks-chart');this.elem.style.width='100%';let shouldScroll=clientHeight>0&&clientHeight<height;this.elem.style.height=`${shouldScroll?clientHeight:height}px`;this.shouldScroll=shouldScroll;this.parent.appendChild(this.elem);this.mouse={x:0,y:0,};this.senseMove=true;this.fromprefix=fromprefix;this.toprefix=toprefix;this.fromSuffix=fromSuffix;this.toSuffix=toSuffix;this.showToolbar=showToolbar;this.nodeWidth=nodeWidth;this.verticalSpacing=verticalSpacing;this.textColor=textColor;this.textScale=textScale;this.textFont=textFont;this.drawColumnLebels=drawColumnLebels;this.drawLabels=drawLabels;this.labelDistance=labelDistance;this.colorMode=colorMode;this.useGradient=useGradient;this.isFilterChanged=false;this.cachedParsedData=null;let uid=Math.random().toString(36).substr(2,9);this.uid=uid;this.id_=`ks-chart-${uid}_`;}\n",
       "randomColor(){let h=Math.floor(Math.random()*360);let s=Math.floor(Math.random()*30)+40;let l=Math.floor(Math.random()*30)+50;return`hsl(${h},${s}%,${l}%)`;}\n",
       "randomColorGradient(ctx){let gradient=ctx.createLinearGradient(0,0,0,450);gradient.addColorStop(0,this.randomColor());gradient.addColorStop(1,this.randomColor());return gradient;}\n",
       "draw(){let canvas=this.elem.querySelector('.ks-chart-canvas');if(!this.senseMove&&this.LastRects){canvas.style.cursor='default';for(let i=0;i<this.LastRects.length;i++){let rect=this.LastRects[i];if(this.mouse.x>rect.x&&this.mouse.x<rect.x+rect.width&&this.mouse.y>rect.y&&this.mouse.y<rect.y+rect.height&&i+1!==this.intersectRect){canvas.style.cursor='pointer';this.senseMove=true;}}\n",
       "if(!this.senseMove)return;}\n",
       "let ctx=canvas.getContext('2d');let pbbox=this.parent.getBoundingClientRect();let width=(canvas.width=pbbox.width);canvas.height=this.height;let height=canvas.height-20;let selectedHeaders=this.showToolbar?this.headers.filter((h)=>{let id=`${this.id_}${h}`;let elem=this.elem.querySelector(`#${id}`);return elem.checked;}):this.headers;ctx.clearRect(0,0,width,height);let rects=[];let links=[];let nodeWidth=this.nodeWidth;let margin=(width*0.7-nodeWidth*selectedHeaders.length)/selectedHeaders.length;let verticalSpacing=this.verticalSpacing;let curveRadius=margin/3;let totalNodeHeight=0;let maxNodeWidth=0;let graphData=this.parse(this.data,selectedHeaders);if(!this.type2){for(let i=0;i<selectedHeaders.length;i++){let col=graphData[i];let nodes=col.nodes;let colHeight=nodes.length*verticalSpacing;if(colHeight>totalNodeHeight){totalNodeHeight=colHeight;maxNodeWidth=nodeWidth;}}\n",
       "let scale=Math.min(height/totalNodeHeight,1);verticalSpacing*=scale;let ColTotalHeights=selectedHeaders.map((v)=>0);for(let i=0;i<graphData.length;i++){let col=graphData[i];let nodes=col.nodes;for(let j=0;j<nodes.length;j++){let node=nodes[j];ColTotalHeights[i]+=node.freq*verticalSpacing;}}\n",
       "let maxPlacebleNodes=Math.floor(height/(this.textScale*verticalSpacing));let mp_=1/maxPlacebleNodes;let maxY=0;let maxYs=[];let nodeOffsets=[0];for(let i=0;i<graphData.length;i++){let col=graphData[i];let nodes=col.nodes;nodeOffsets.push(nodeOffsets[i]+nodes.length);let x=margin+i*(maxNodeWidth+margin);let y=(height-nodes.length*verticalSpacing)/2;for(let j=0;j<nodes.length;j++){let node=nodes[j];let nodeHeight=node.freq*verticalSpacing;let nodeDrawHeight=nodeHeight;let nodeYOff=0;if(nodeHeight/ColTotalHeights[i]<mp_){nodeHeight=ColTotalHeights[i]*mp_;nodeDrawHeight=nodeHeight;}else if(nodeHeight*0.8>mp_){nodeDrawHeight=nodeHeight*0.8;nodeYOff=(nodeHeight-nodeDrawHeight)/2;}\n",
       "rects.push({x,y:y+nodeYOff,width:maxNodeWidth,height:nodeDrawHeight,node,col:i,});y+=nodeHeight+verticalSpacing;maxY=Math.max(maxY,y);}\n",
       "maxYs.push(maxY);maxY=0;}\n",
       "for(let i=0;i<rects.length;i++){let scl=height/maxYs[rects[i].col];let rect=rects[i];rect.height*=scl;rect.y*=scl;}\n",
       "for(let i=0;i<graphData.length-1;i++){let _links=graphData[i].links;let prevNodes=graphData[i].nodes;let nextNodes=graphData[i+1].nodes;for(let l of _links){if(!prevNodes[l.source]||!nextNodes[l.target])continue;links.push({sourceCol:l.sourceCol,targetCol:l.targetCol,source:nodeOffsets[i]+l.source,target:nodeOffsets[i+1]+l.target,value:l.value/prevNodes[l.source].freq,tValue:l.value/nextNodes[l.target].freq,});}}}else{selectedHeaders=selectedHeaders.sort((a,b)=>a-b);let nodes=graphData.nodes;let links_=graphData.links;maxNodeWidth=nodeWidth;let ys=selectedHeaders.map((v)=>20);let ColTotalHeights=selectedHeaders.map((v)=>0);for(let node of nodes){let colIndex=selectedHeaders.indexOf(node.level);ColTotalHeights[colIndex]+=Math.max(node.freqSrc,node.freqDest)*verticalSpacing;}\n",
       "let maxPlacebleNodes=Math.floor(height/(this.textScale*verticalSpacing));let mp_=1/maxPlacebleNodes;for(let node of nodes){let colIndex=selectedHeaders.indexOf(node.level);let x=margin+colIndex*(maxNodeWidth+margin);let nodeHeight=Math.max(node.freqSrc,node.freqDest)*verticalSpacing;if(nodeHeight/ColTotalHeights[colIndex]<mp_){nodeHeight=ColTotalHeights[colIndex]*mp_;}\n",
       "rects.push({x,y:ys[colIndex],width:maxNodeWidth,height:nodeHeight,node,colIndex,});ys[colIndex]+=nodeHeight+verticalSpacing;}\n",
       "for(let i=0;i<rects.length;i++){let scl=height/ys[rects[i].colIndex];let rect=rects[i];rect.height*=scl;rect.y*=scl;}\n",
       "let colNodeCounts=ys.map((v)=>0);for(let node of nodes){colNodeCounts[selectedHeaders.indexOf(node.level)]++;}\n",
       "for(let l of links_){links.push({source:l.sorceId,target:l.targetId,value:l.value/Math.max(nodes[l.sorceId].freqSrc,nodes[l.sorceId].freqDest),tValue:l.value/Math.max(nodes[l.targetId].freqSrc,nodes[l.targetId].freqDest),});}}\n",
       "this.LastRects=rects;let intersectRect=0;canvas.style.cursor='default';for(let i=0;i<rects.length;i++){let rect=rects[i];let node=rect.node;if(!this.type2||this.colorMode==0){ctx.fillStyle=this.colorPallet[i%this.colorCount];}else{let levelIndex=selectedHeaders.indexOf(rect.node.level);ctx.fillStyle=this.colorPallet[levelIndex%this.colorCount];}\n",
       "ctx.fillRect(rect.x,rect.y,rect.width,rect.height);if(this.drawLabels&&rect.height>2){ctx.fillStyle=this.textColor;ctx.font=`${Math.ceil(11*this.textScale)}px ${this.textFont}`;let text=String(node.name).substring(0,this.trancation)+\n",
       "(String(node.name).length>this.trancation?'...':'');ctx.fillText(text,rect.x+nodeWidth+this.labelDistance,rect.y+rect.height/2);}\n",
       "if(this.mouse.x>rect.x&&this.mouse.x<rect.x+rect.width&&this.mouse.y>rect.y&&this.mouse.y<rect.y+rect.height){rect.intersect=true;intersectRect=i+1;this.intersectRect=i+1;canvas.style.cursor='pointer';}}\n",
       "if(this.drawColumnLebels){if(!this.type2){for(let i=0;i<selectedHeaders.length;i++){let col=graphData[i];let nodes=col.nodes;let x=margin+i*(maxNodeWidth+margin);let y=canvas.height-2;ctx.fillStyle=this.textColor;ctx.font=`${Math.ceil(14*this.textScale)}px ${this.textFont}`;ctx.fillText(selectedHeaders[i],x+4,y-4);}}else{for(let i=0;i<selectedHeaders.length;i++){let x=margin+i*(maxNodeWidth+margin);let y=canvas.height-2;ctx.fillStyle=this.textColor;ctx.font=`${Math.ceil(14*this.textScale)}px ${this.textFont}`;ctx.fillText(selectedHeaders[i],x+4,y-4);}}}\n",
       "ctx.globalAlpha=0.2;ctx.fillStyle=this.ribbonStyle;let interAlpha=0.7;let dones=rects.map((r)=>0);let tDones=rects.map((r)=>0);let resetAlpha=false;for(let i=0;i<links.length;i++){let link=links[i];let source=rects[link.source];let target=rects[link.target];let h1=source.y+source.height*Math.min(dones[link.source],1.0);let h2=source.height*Math.min(dones[link.source]+link.value,1.0);let h3=target.y+target.height*Math.min(tDones[link.target],1.0);let h4=target.height*Math.min(tDones[link.target]+link.tValue,1.0);const sourceTargetDistance=Math.abs(source.x-target.x);if(sourceTargetDistance>200){curveRadius=sourceTargetDistance/2;}\n",
       "else if(sourceTargetDistance<=source.width+target.width){curveRadius=margin/2;}else{curveRadius=margin/3;}\n",
       "if(intersectRect>0&&(link.source===intersectRect-1||link.target===intersectRect-1)){ctx.globalAlpha=interAlpha;resetAlpha=true;}else{resetAlpha=false;}\n",
       "if(!this.type2||this.colorMode==0){ctx.fillStyle=this.colorPallet[link.source%this.colorCount];}else{let levelIndex=selectedHeaders.indexOf(rects[link.source].node.level);ctx.fillStyle=this.colorPallet[levelIndex%this.colorCount];}\n",
       "ctx.beginPath();ctx.moveTo(source.x+source.width,h1);ctx.bezierCurveTo(source.x+source.width+curveRadius,h1,target.x-curveRadius,h3,target.x,h3);ctx.lineTo(target.x,target.y+h4);ctx.bezierCurveTo(target.x-curveRadius,target.y+h4,source.x+source.width+curveRadius,source.y+h2,source.x+source.width,source.y+h2);ctx.closePath();ctx.fill();if(resetAlpha)ctx.globalAlpha=0.2;dones[link.source]+=link.value;tDones[link.target]+=link.tValue;}\n",
       "ctx.globalAlpha=1;if(intersectRect>0){let rect=rects[intersectRect-1];let node=rect.node;if(!this.type2||this.colorMode==0){ctx.fillStyle=this.colorPallet[(intersectRect-1)%this.colorCount];}else{let levelIndex=selectedHeaders.indexOf(rect.node.level);ctx.fillStyle=this.colorPallet[levelIndex%this.colorCount];}\n",
       "ctx.fillRect(rect.x-2,rect.y-2,rect.width+4,rect.height+4);let text=`${node.name}(${node.freq})`;let textWidth=ctx.measureText(text).width;let textHeight=20;let x=rect.x+rect.width/2-textWidth/2;let y=rect.y+rect.height/2-textHeight/2;ctx.fillStyle='#0008';ctx.fillRect(this.mouse.x+10,this.mouse.y+10,textWidth+10,textHeight+10);ctx.fillStyle='#fff';ctx.fillText(text,this.mouse.x+10+5,this.mouse.y+10+textHeight);let from=links.filter((l)=>l.target===intersectRect-1).map((l)=>{let source=rects[l.source];return{name:source.node.name,value:l.value,count:l.value*source.node.freq,};});let to=links.filter((l)=>l.source===intersectRect-1).map((l)=>{let target=rects[l.target];return{name:target.node.name,value:l.tValue,count:l.tValue*target.node.freq,};});let fromText=from.map((f)=>`${this.fromprefix}${String(f.name).substring(0,this.trancation)}:${f.count}(${Number(f.value*100).toFixed(2)}%)${this.fromSuffix}`).join('\\n');let toText=to.map((f)=>`${this.toprefix}${String(f.name).substring(0,this.trancation)}:${f.count}(${Number(f.value*100).toFixed(2)}%)${this.toSuffix}`).join('\\n');let fromTextLines=fromText.split('\\n');fromTextLines.unshift('From');let toTextLines=toText.split('\\n');toTextLines.unshift('To');let maxTextWidth=Math.max(...fromTextLines.map((t)=>ctx.measureText(t).width),...toTextLines.map((t)=>ctx.measureText(t).width));let maxTextHeight=Math.max(...fromTextLines.map((t)=>20),...toTextLines.map((t)=>20));let fromTextX=canvas.width-maxTextWidth-20;let cnv=ctx.canvas;let scrollOffset=cnv.parentElement.getBoundingClientRect().top-cnv.getBoundingClientRect().top;let fromTextY=20+scrollOffset;let toTextX=canvas.width-maxTextWidth-20;let toTextY=fromTextY+maxTextHeight*fromTextLines.length+20;ctx.fillStyle='#fff8';ctx.fillRect(fromTextX,fromTextY,maxTextWidth+10,maxTextHeight*fromTextLines.length+10);ctx.fillRect(toTextX,toTextY,maxTextWidth+10,maxTextHeight*toTextLines.length+10);ctx.fillStyle='#333';ctx.fillStyle=this.textColor;const setFont=(i)=>{if(i==0)ctx.font=`bold ${Math.ceil(14*this.textScale)}px ${this.textFont}`;else ctx.font=`${Math.ceil(14*this.textScale)}px ${this.textFont}`;};for(let i=0;i<fromTextLines.length;i++){setFont(i);ctx.fillText(fromTextLines[i],fromTextX+5,fromTextY+20+i*20);}\n",
       "for(let i=0;i<toTextLines.length;i++){setFont(i);ctx.fillText(toTextLines[i],toTextX+5,toTextY+20+i*20);}}}\n",
       "render({legend,legendStyle}){let template=`<style>.ks-toolbar{display:flex;justify-content:start;align-items:center;padding:10px;}.ks-search-input::-webkit-calendar-picker-indicator{display:none;}.ks-select-btn{border:1px solid#aaa;border-radius:0.5rem;padding:1.32rem;margin:1rem;flex:1;background-color:transparent;display:flex;justify-content:center;align-items:center;}.ks-select-btn:hover{background-color:#4442;}.ks-filter-input{border:1px solid#aaa;border-radius:0.5rem;padding:.25rem;margin:1rem;flex:1;position:relative;}.ks-apply-filter-btn{position:absolute;right:4px;bottom:4px;border:1px solid#aaa;border-radius:0.5rem;padding:.5rem;flex:1;background-color:transparent;}.ks-apply-filter-btn:hover{background-color:#4442;}.ks-chip,.ks-search-input{font-family:sans-serif;font-size:.85rem;margin:.25rem;padding:0.5rem;border-radius:1rem;color:${this.textColor}}.ks-chip>span{padding-right:0.5rem;padding-left:0.5rem;}.ks-chip>span:last-child{padding-right:0.2rem;color:#f84;font-weight:bold;cursor:pointer;}.ks-chip{background-color:#ddd;display:inline-block;}.</style>`;if(this.showToolbar)\n",
       "template+=`<div class=\"ks-toolbar\"><div class=\"ks-chart-levels\"style=\"position: relative\"><div style=\"position: relative; display: inline-block;\"><button class=\"ks-select-btn\"onClick=\"let ne = this.nextElementSibling; ne.style.display = ne.style.display === 'none'? 'block' : 'none'; \"><span>Select Levels</span>&nbsp;<svg stroke=\"currentColor\"fill=\"currentColor\"stroke-width=\"0\"viewBox=\"0 0 512 512\"height=\"1rem\"width=\"1rem\"xmlns=\"http://www.w3.org/2000/svg\"><path fill=\"none\"stroke-linecap=\"round\"stroke-linejoin=\"round\"stroke-width=\"48\"d=\"M112 268l144 144 144-144M256 392V100\"></path></svg></button><div style=\"display: none; position: absolute; background-color: #f9f9f9; min-width: 200px;  box-shadow: 0px 8px 16px 2px rgba(0,0,0,0.2); z-index: 1;\">${this.headers.map((h)=>{return`<label style=\"display: block; padding: 4px;\"><input type=\"checkbox\"id=\"${this.id_}${h}\"style=\"margin-right: 5px;\">${h}</label>`;}).join('')}</div></div></div><fieldset class=\"ks-filter-input\"><legend>Filter Data</legend><div style=\"display: inline;\"class=\"ks-filter-chips\"><!--Chips will be displayed here--></div><input class=\"ks-search-input\"type=\"text\"style=\"display: inline-block; border:none; outline: none;\"\n",
       "list=\"ks-s-search-options-${this.uid}\"placeholder=\"filter by...\"onkeydown=\"\n",
       "(function (event) {\n",
       "function createChip(chipContainer, text) {\n",
       "    const chip = document.createElement('div');\n",
       "    const chipText = document.createElement('span');\n",
       "    const chipClose = document.createElement('span');\n",
       "    chipText.textContent = text;\n",
       "    chipClose.textContent = 'x';\n",
       "    chip.appendChild(chipText);\n",
       "    chip.appendChild(chipClose);\n",
       "    chipClose.classList.add('ks-chip-close');\n",
       "    chipClose.addEventListener('click', function () {\n",
       "    chipContainer.removeChild(chip);\n",
       "});\n",
       "chip.classList.add('ks-chip');\n",
       "\n",
       "chipContainer.appendChild(chip);\n",
       "}\n",
       "if (event.key === 'Enter' && this.value.trim() !== '') {\n",
       "    createChip(this.previousElementSibling, this.value.trim());\n",
       "    this.value = '';\n",
       "}\n",
       "}).call(this, event)\n",
       "\n",
       "\"/><button class=\"ks-apply-filter-btn\">apply</button><datalist id=\"ks-s-search-options-${this.uid}\"class=\"ks-search-options-list\">${this.filters.map((f)=>`<option value=\"${f}\"></option>`).join('')}<!--Add more options as needed--></datalist></fieldset></div>`;template+=`<h2 style=\"${legendStyle}\">${legend}</h2><div style=\"position: relative; width: 100%; height: 100%; ${\n",
       "            this.shouldScroll ? 'overflow-y: auto;' : ''\n",
       "        } overflow-x: hidden;  box-sizing: border-box;\"><canvas class=\"ks-chart-canvas\"script=\"width: 100%; height: ${\n",
       "            this.height\n",
       "        }; box-sizing: border-box;\"></canvas></div>`;this.elem.innerHTML=template;let canvas=this.elem.querySelector('.ks-chart-canvas');canvas.style.height=`${this.height}px`;this.colorPallet=[];this.colorCount=30;let ctx=canvas.getContext('2d');this.ribbonStyle=this.randomColorGradient(ctx);for(let i=0;i<this.colorCount;i++){if(this.useGradient)this.colorPallet.push(this.randomColorGradient(ctx));else this.colorPallet.push(this.randomColor());}\n",
       "if(this.showToolbar){this.headers.forEach((h)=>{let id=`${this.id_}${h}`;let elem=this.elem.querySelector(`#${id}`);elem.checked=true;elem.addEventListener('change',(e)=>{this.isFilterChanged=true;this.draw();});this.elem.querySelector('.ks-apply-filter-btn').addEventListener('click',(e)=>{this.isFilterChanged=true;this.draw();});});}\n",
       "let inputBox=this.elem.querySelector('.ks-search-input');inputBox.addEventListener('input',(e)=>{if(this.filters.includes(e.target.value)){let chipContainer=inputBox.previousElementSibling;const chip=document.createElement('div');const chipText=document.createElement('span');const chipClose=document.createElement('span');chipText.textContent=e.target.value;chipClose.textContent='x';chip.appendChild(chipText);chip.appendChild(chipClose);chipClose.classList.add('ks-chip-close');chipClose.addEventListener('click',()=>{this.isFilterChanged=true;chipContainer.removeChild(chip);});chip.classList.add('ks-chip');chipContainer.appendChild(chip);e.target.value='';this.isFilterChanged=true;this.draw();}});canvas.addEventListener('mousemove',(e)=>{this.mouse={x:e.offsetX,y:e.offsetY,};this.draw();});canvas.addEventListener('click',(e)=>{this.mouse={x:e.offsetX,y:e.offsetY,};this.draw();this.senseMove=!this.senseMove;});this.draw();}\n",
       "plot({data,headers,legend='sanky chart example',legendStyle='text-align: center; font: 28px Arial',trancation=15,}){this.type2=false;if(!headers)headers=[...new Set(...data.map((d)=>Object.keys(d)))];this.headers=headers;this.data=data;this.filters=[];for(let h of headers){let uniqueVals=[...new Set(data.map((d)=>d[h]))];for(let v of uniqueVals){this.filters.push(`${h}:${v}`);}}\n",
       "this.trancation=trancation;this.render({legend,legendStyle});}\n",
       "plot2({data,srcName,destName,srcLevel,destLevel,legend='sanky chart - 2',legendStyle='text-align: center; font: 28px Arial',trancation=15,}){this.type2=true;this.data=data;this.headers=[...new Set(data.map((d)=>d[srcLevel]).concat(data.map((d)=>d[destLevel]))),].sort();this.headers=this.headers.filter((h)=>h!==null);this.headers=[...new Set(this.headers)];this.filters=[];for(let d of data){for(let k in d){this.filters.push(`${k}:${d[k]}`);}}\n",
       "this.filters=[...new Set(this.filters)];this.srcName=srcName;this.destName=destName;this.srcLevel=srcLevel;this.destLevel=destLevel;this.trancation=trancation;this.render({legend,legendStyle});}\n",
       "parse(data,headers){if(this.cachedParsedData&&!this.isFilterChanged){return this.cachedParsedData;}\n",
       "this.isFilterChanged=false;let filters=[];let filterHeaders={};if(this.showToolbar){let chips=this.elem.querySelector('.ks-filter-chips').children;for(let c of chips){let text=c.children[0].textContent.trim();let header=text.split(':');if(header.length===2){filters.push({header:header[0],value:header[1],});if(filterHeaders[header[0]]){filterHeaders[header[0]].push(header[1]);}else{filterHeaders[header[0]]=[header[1]];}}else if(header.length>2){filters.push({header:header[0],value:header.slice(1).join(':'),});if(filterHeaders[header[0]]){filterHeaders[header[0]].push(header.slice(1).join(':'));}else{filterHeaders[header[0]]=[header.slice(1).join(':')];}}}\n",
       "filters=[...new Set(filters)];}\n",
       "let filteredData=data.filter((d)=>{let flag=true;for(let h in filterHeaders){if(!filterHeaders[h].some((v)=>{return d[h]==v;})){flag=false;break;}}\n",
       "return flag;});if(filters.length===0)filteredData=data;this.filteredHeaders=Object.keys(filteredData[0]);if(this.type2){let nodeNames=[...new Set(filteredData.map((d)=>d[this.srcName]).concat(data.map((d)=>d[this.destName]))),];let nodes={};for(let name of nodeNames){nodes[name]={name,level:0,freqSrc:0,freqDest:0,};}\n",
       "for(let d of filteredData){nodes[d[this.srcName]].freqSrc++;nodes[d[this.destName]].freqDest++;nodes[d[this.srcName]].level=d[this.srcLevel];nodes[d[this.destName]].level=d[this.destLevel];}\n",
       "for(let i in nodes){nodes[i].freq=Math.max(nodes[i].freqSrc,nodes[i].freqDest);}\n",
       "let finalNodeArray=[];for(let n in nodes){if(nodes[n].freq===0)continue;finalNodeArray.push(nodes[n]);}\n",
       "let links=[];for(let d of filteredData){let key=`${d[this.srcName]}-${d[this.destName]}`;if(!links[key])\n",
       "links[key]={sorceId:finalNodeArray.findIndex((n)=>n.name===d[this.srcName]),targetId:finalNodeArray.findIndex((n)=>n.name===d[this.destName]),source:d[this.srcName],target:d[this.destName],value:0,};links[key].value++;}\n",
       "let finalLinks=[];for(let l in links){finalLinks.push(links[l]);}\n",
       "const returnData={nodes:finalNodeArray,links:finalLinks,};this.cachedParsedData=returnData;return returnData;}else{let colData={};let freq=[];if(filteredData[0].hasOwnProperty('_freq_')){for(let d of filteredData){freq.push(d._freq_);}}\n",
       "for(let d of filteredData){for(let h of headers){if(!colData[h])colData[h]=[];colData[h].push(d[h]);}}\n",
       "let cols=[];const nodesArray=[];const uniqueValsArray=[];for(let i=0;i<headers.length;i++){let h=headers[i];let freqsMap=new Map();for(let index=0;index<colData[h].length;index++){let value=colData[h][index];if(freq.length===0){freqsMap.set(value,(freqsMap.get(value)||0)+1);}else{freqsMap.set(value,(freqsMap.get(value)||0)+freq[index]);}}\n",
       "let uniqueVals=Array.from(freqsMap.keys());let freqs=uniqueVals.map((v)=>freqsMap.get(v));let nodes=uniqueVals.map((v,i)=>{return{name:v,freq:freqs[i],level:i,};});nodesArray.push(nodes);uniqueValsArray.push(uniqueVals);}\n",
       "for(let i=0;i<headers.length;i++){const h=headers[i];const nodes=nodesArray[i];const uniqueVals=uniqueValsArray[i];let links=[];let reverseLinks=[];if(i<headers.length-1){let nextHeader=headers[i+1];let nextUniqueVals=[...new Set(colData[nextHeader])];for(let j=0;j<nodes.length;j++){let node=nodes[j];for(let k=0;k<nextUniqueVals.length;k++){let nextNode=nextUniqueVals[k];let count=0;let reverseCount=0;for(let l=0;l<filteredData.length;l++){let d=filteredData[l];if(d[h]===node.name&&d[nextHeader]===nextNode){if(!d._freq_){count++;}else{count+=d._freq_;}}\n",
       "if(d[h]===nextNode&&d[nextHeader]===node.name){if(!d._freq_){reverseCount++;}else{reverseCount+=d._freq_;}}}\n",
       "if(count>0){links.push({sourceCol:i,targetCol:i+1,source:j,target:k,value:count,});}\n",
       "if(reverseCount>0){reverseLinks.push({sourceCol:i,targetCol:i+1,source:k,target:j,value:reverseCount,});}}}}\n",
       "cols.push({nodes,links:links.concat(reverseLinks),});}\n",
       "this.graphData=cols;this.cachedParsedData=cols;return cols;}}}\n",
       "    let data = 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Items and Issues swim board\",\"hostsubdomain\":\"feb201\",\"source\":\"Risks, Action Items and Issues swim\",\"srclevel\":1.0,\"level\":1},{\"timestamp\":\"2023-07-26T13:41:31.944Z\",\"telemetry_uid\":\"7c9291e03458780-5f88f5b0-571717a0\",\"session_id\":\"-1781e2f0-2994aac06ec5798063ad61b0\",\"session\":1,\"event_name\":\"Risks, Action Items and Issues swim board\",\"hostsubdomain\":\"feb201\",\"source\":\"Risks, Action Items and Issues swim board\",\"srclevel\":1.0,\"level\":1},{\"timestamp\":\"2023-07-26T13:41:31.945Z\",\"telemetry_uid\":\"7c9291e03458780-5f88f5b0-571717a0\",\"session_id\":\"-1781e2f0-2994aac06ec5798063ad61b0\",\"session\":1,\"event_name\":\"Risks, Action Items and Issues swim board\",\"hostsubdomain\":\"feb201\",\"source\":\"Risks, Action Items and Issues swim board\",\"srclevel\":1.0,\"level\":1},{\"timestamp\":\"2023-07-26T13:41:36.607Z\",\"telemetry_uid\":\"7c9291e03458780-5f88f5b0-571717a0\",\"session_id\":\"-1781e2f0-2994aac06ec5798063ad61b0\",\"session\":1,\"event_name\":\"Risks, Action Items and Issues swim board\",\"hostsubdomain\":\"feb201\",\"source\":\"Risks, Action Items and Issues swim board\",\"srclevel\":1.0,\"level\":1},{\"timestamp\":\"2023-07-26T13:41:36.607Z\",\"telemetry_uid\":\"7c9291e03458780-5f88f5b0-571717a0\",\"session_id\":\"-1781e2f0-2994aac06ec5798063ad61b0\",\"session\":1,\"event_name\":\"Risks, Action Items and Issues swim board\",\"hostsubdomain\":\"feb201\",\"source\":\"Risks, Action Items and Issues swim board\",\"srclevel\":1.0,\"level\":1},{\"timestamp\":\"2023-07-26T13:41:37.864Z\",\"telemetry_uid\":\"7c9291e03458780-5f88f5b0-571717a0\",\"session_id\":\"-1781e2f0-2994aac06ec5798063ad61b0\",\"session\":1,\"event_name\":\"Risks, Action Items and Issues swim board\",\"hostsubdomain\":\"feb201\",\"source\":\"Risks, Action Items and Issues swim board\",\"srclevel\":1.0,\"level\":1},{\"timestamp\":\"2023-07-26T13:41:43.659Z\",\"telemetry_uid\":\"7c9291e03458780-5f88f5b0-571717a0\",\"session_id\":\"-1781e2f0-2994aac06ec5798063ad61b0\",\"session\":1,\"event_name\":\"menu:Help\",\"hostsubdomain\":\"feb201\",\"source\":\"Login\",\"srclevel\":-2.0,\"level\":-1},{\"timestamp\":\"2023-07-26T13:41:44.580Z\",\"telemetry_uid\":\"7c9291e03458780-5f88f5b0-571717a0\",\"session_id\":\"-1781e2f0-2994aac06ec5798063ad61b0\",\"session\":1,\"event_name\":\"menu:About\",\"hostsubdomain\":\"feb201\",\"source\":\"menu:Recent Projects\",\"srclevel\":-1.0,\"level\":0},{\"timestamp\":\"2023-07-26T13:41:44.600Z\",\"telemetry_uid\":\"7c9291e03458780-5f88f5b0-571717a0\",\"session_id\":\"-1781e2f0-2994aac06ec5798063ad61b0\",\"session\":1,\"event_name\":\"menu:Help\",\"hostsubdomain\":\"feb201\",\"source\":\"Login\",\"srclevel\":-2.0,\"level\":-1},{\"timestamp\":\"2023-07-26T13:45:42.667Z\",\"telemetry_uid\":\"7f61e810653eaec0-c87f3f0-2866cf70\",\"session_id\":\"176f2af03fdf8e70-4459e3e027ee1c80\",\"session\":1,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-26T13:46:48.499Z\",\"telemetry_uid\":\"7f61e810653eaec0-c87f3f0-2866cf70\",\"session_id\":\"176f2af03fdf8e70-4459e3e027ee1c80\",\"session\":1,\"event_name\":\"menu:Analytics\",\"hostsubdomain\":\"feb201\",\"source\":\"Login\",\"srclevel\":-2.0,\"level\":-1},{\"timestamp\":\"2023-07-31T12:53:38.578Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"2e43a990-7e44820-22753580-3ea9e580\",\"session\":2,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-31T13:10:00.518Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"2e43a990-7e44820-22753580-3ea9e580\",\"session\":2,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-31T14:24:10.512Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"2e43a990-7e44820-22753580-3ea9e580\",\"session\":2,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-31T09:58:59.318Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-31T10:19:53.411Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-31T10:22:09.781Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"menu:Nimble Caf\\u00e9\",\"hostsubdomain\":\"feb201\",\"source\":\"Login\",\"srclevel\":-2.0,\"level\":-1},{\"timestamp\":\"2023-07-31T10:23:22.626Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-31T10:23:39.546Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"menu:Nimble Caf\\u00e9\",\"hostsubdomain\":\"feb201\",\"source\":\"Login\",\"srclevel\":-2.0,\"level\":-1},{\"timestamp\":\"2023-07-31T10:25:40.548Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-31T10:25:46.367Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"menu:Nimble Caf\\u00e9\",\"hostsubdomain\":\"feb201\",\"source\":\"Login\",\"srclevel\":-2.0,\"level\":-1},{\"timestamp\":\"2023-07-31T10:30:53.609Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"Login\",\"hostsubdomain\":\"feb201\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-07-31T10:33:28.932Z\",\"telemetry_uid\":\"d6b7e70-13efbd4019a8a5903e51b1d0\",\"session_id\":\"7f3f0bd0-4c959890-64d1d55054b36500\",\"session\":1,\"event_name\":\"menu:Nimble Caf\\u00e9\",\"hostsubdomain\":\"feb201\",\"source\":\"Login\",\"srclevel\":-2.0,\"level\":-1},{\"timestamp\":\"2023-08-28T11:29:34.899Z\",\"telemetry_uid\":\"e6a59007d1460003c47eb80-3df11d10\",\"session_id\":\"5a8f9d409f515001f27117010ac83c0\",\"session\":1,\"event_name\":\"Login\",\"hostsubdomain\":\"mk01\",\"source\":null,\"srclevel\":null,\"level\":-2},{\"timestamp\":\"2023-08-28T11:30:02.852Z\",\"telemetry_uid\":\"e6a59007d1460003c47eb80-3df11d10\",\"session_id\":\"5a8f9d409f515001f27117010ac83c0\",\"session\":1,\"event_name\":\"Logout\",\"hostsubdomain\":\"mk01\",\"source\":\"Login\",\"srclevel\":-2.0,\"level\":3},{\"timestamp\":\"2023-08-28T11:30:17.458Z\",\"telemetry_uid\":\"e6a59007d1460003c47eb80-3df11d10\",\"session_id\":\"5a8f9d409f515001f27117010ac83c0\",\"session\":1,\"event_name\":\"Login\",\"hostsubdomain\":\"mk01\",\"source\":null,\"srclevel\":null,\"level\":-2}]`\n",
       "    data = JSON.parse(data);\n",
       "    let ksChart = new KSChart({\n",
       "        parent: document.getElementById(`id_ksanky2_7892ba1b-daab-4c93-a952-a3b8c44de833`),\n",
       "        height: 800,\n",
       "        clientHeight: 0,\n",
       "        fromSuffix: ``,\n",
       "        toSuffix: ``,\n",
       "        fromPrefix: ``,\n",
       "        toPrefix: ``,\n",
       "        showToolbar: true,\n",
       "        nodeWidth: 20,\n",
       "        verticalSpacing: 20,\n",
       "        textColor: '#333',\n",
       "        textScale: 0.8,\n",
       "        textFont: `Arial`,\n",
       "        drawColumnLebels: true,\n",
       "        drawLabels: true,\n",
       "        labelDistance: 4,\n",
       "        colorMode: 1,\n",
       "        useGradient: false,\n",
       "    });\n",
       "    ksChart.plot2({\n",
       "        data,\n",
       "        legend: `chart example`,\n",
       "        legendStyle: `text-align: center; font: 28px Arial`,\n",
       "        srcName: `source`,\n",
       "        destName: `event_name`,\n",
       "        srcLevel: `srclevel`,\n",
       "        destLevel: `level`,\n",
       "        trancation: Number(`20`),\n",
       "\n",
       "    });\n",
       "</script></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "html1 = ks.sanky_chart2(df, 'source', 'event_name', 'srclevel', 'level', label_distance=4, height=800, text_scale=.8, color_mode=1, use_gradient=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "page = '<html><head></head><body>' + html1 + '</body></html>'\n",
    "with open('test.html', 'w') as f:\n",
    "    f.write(page)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Drill chart Example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = [\n",
    "    {\n",
    "        \"xs\": [\"apple in california\", \"benana\", \"orange\"],\n",
    "        \"ys\": [100, 20, 30],\n",
    "        \"xLabels\": [\"apple\", \"benana\", \"orange\"],\n",
    "        \"label\": \"data\",\n",
    "    },\n",
    "    {\n",
    "        \"xs\": [\"good\", \"bad\", \"evil\", \"dead\"],\n",
    "        \"xLabels\": [\"good\", \"bad\", \"evil\", \"dead\"],\n",
    "        \"ys\": [40, 10, 20, 30],\n",
    "        \"label\": \"apple\",\n",
    "    },\n",
    "    {\n",
    "        \"xs\": [\"good\",\"bad\", \"evil\", \"dead\"],\n",
    "        \"ys\": [40, 30, 20, 10],\n",
    "        \"label\": \"benana\",\n",
    "    },\n",
    "    {\n",
    "        \"xs\": [\"good\", \"bad\", \"evil\", \"dead\"],\n",
    "        \"ys\": [30, 10, 40, 30],\n",
    "        \"label\": \"orange\",\n",
    "    },\n",
    "    {\n",
    "        \"xs\": [\"good\",\"bad\", \"evil\", \"dead\"],\n",
    "        \"ys\": [10, 30, 20, 10],\n",
    "        \"label\": \"good\",\n",
    "    },\n",
    "    {\n",
    "        \"xs\": [\"good\",\"bad\", \"evil\", \"dead\"],\n",
    "        \"ys\": [10, 10, 10, 30],\n",
    "        \"label\": \"bad\",\n",
    "    },\n",
    "    {\n",
    "        \"xs\": [\"good\",\"bad\", \"evil\", \"dead\"],\n",
    "        \"ys\": [30, 30, 10, 20],\n",
    "        \"label\": \"evil\",\n",
    "    },\n",
    "    {\n",
    "        \"xs\": [\"good\",\"bad\", \"evil\", \"dead\"],\n",
    "        \"ys\": [24, 10, 36, 20],\n",
    "        \"label\": \"dead\",\n",
    "    }\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><div style=\"width:100%; height: 560px; background-color: white;\" id=\"id_kdrillchart_6a05ebef-8539-4def-9d02-f0ab261862d5\">\n",
       "\n",
       "</div>\n",
       "<script type=\"module\">\n",
       "    class DrillChart{constructor({parent,ylabel='values',legend='Drill Chart',legendColor='black',legendFont='Bold 20px Arial',legendPos='bottom',legendAlign='center',navColor='#046688',navFont='16px Arial',navJustify='right',navPadding='10px',labelScale=1.2,labelColor='black',resolution=1.2,backgroundColor='transparent',height=480,maxColumnWidth=60,truncation=20,}){this.parentElement=parent??document.body;this.navElement=document.createElement('div');this.navElement.style.color=navColor;this.navElement.style.font=navFont;this.navElement.fontWeight='bold';this.navElement.style.textAlign=navJustify;this.navElement.style.padding=navPadding;this.parentElement.appendChild(this.navElement);this.canvas=document.createElement('canvas');this.canvas.style.backgroundColor=backgroundColor;this.parentElement.appendChild(this.canvas);this.ctx=this.canvas.getContext('2d');this.margin={top:20,bottom:90,left:30,right:30,};this.resolution=resolution;this.dataList=[];this.clickBoxes=[];this.navigation=[];this.currentLabel='';this.ylabel=ylabel??'Value';this.legend=legend;this.legendColor=legendColor;this.legendFont=legendFont.trim();this.legendPos=legendPos;this.legendAlign=legendAlign;this.labelScale=labelScale;this.labelColor=labelColor;this.minHeight=height;this.maxColumnWidth=maxColumnWidth;this.truncation=truncation;this.mouseData={x:0,y:0,index:-0,moving:false,moveTarget:null,};this.calculateBounds();let bias=10*this.resolution;this.canvas.addEventListener('click',(e)=>{let{left,top}=this.canvas.getBoundingClientRect();let x=e.clientX-left;let y=e.clientY-top;x*=this.resolution;y*=this.resolution;for(let i=0;i<this.clickBoxes.length;i++){let{x:bx,y:by,w,h}=this.clickBoxes[i];if(x>bx&&x<bx+w&&y>by-bias&&y<by+h+bias){if(!this.triggerLabels)return;if(this.triggerLabels.length===0)return;if(this.triggerLabels[i].length<1)continue;this.navigation.push(this.triggerLabels[i]);this.currentLabel=this.triggerLabels[i];this.plot(this.dataList,this.triggerLabels[i]);}}});this.overlay=document.createElement('div');this.overlay.style.position='absolute';this.overlay.style.top='0';this.overlay.style.left='0';this.overlay.style.backgroundColor='rgba(0,0,0,0.5)';this.overlay.style.zIndex='1000';this.overlay.style.backdropFilter='blur(5px)';this.overlay.style.color='white';this.overlay.style.padding='5px 10px';this.overlay.style.borderRadius='5px';this.overlay.style.display='none';this.parentElement.appendChild(this.overlay);this.canvas.addEventListener('mousemove',(e)=>{const rect=e.target.getBoundingClientRect();const pRect=this.parentElement.getBoundingClientRect();this.mouse={x:0,y:0};this.mouse.x=e.clientX-rect.left;this.mouse.y=e.clientY-rect.top;const xpos=rect.left-pRect.left+this.mouse.x;const ypos=rect.top-pRect.top+this.mouse.y;const mouseRect={x:this.mouse.x,y:this.mouse.y,width:1,height:1};let{left,top}=this.canvas.getBoundingClientRect();let x=e.clientX-left;let y=e.clientY-top;x*=this.resolution;y*=this.resolution;for(let i=0;i<this.clickBoxes.length;i++){let{x:bx,y:by,w,h}=this.clickBoxes[i];if(x>bx&&x<bx+w&&y>by-bias&&y<by+h+bias){if(this.currentData.xs.length<1)continue;this.canvas.style.cursor='pointer';this.mouseData.index=i;this.mouseData.x=x;this.mouseData.y=y;this.mouseData.moving=true;this.moveTarget=this.clickBoxes[i];this.yval=this.currentData.ys[i];this.xval=this.currentData.xs[i];this.overlay.innerHTML=`${this.xval}&nbsp;(${this.yval})`;let xp=xpos+10;if(xp+this.overlay.offsetWidth>pRect.width){xp=pRect.width-this.overlay.offsetWidth-10;}\n",
       "this.overlay.style.top=`${ypos+10}px`;this.overlay.style.left=`${xp+10}px`;this.overlay.style.display='block';if(!this.triggerLabels||this.triggerLabels.length<1)\n",
       "this.canvas.style.cursor='default';return;}}\n",
       "this.overlay.style.display='none';this.canvas.style.cursor='default';this.mouseData.moving=true;});window.addEventListener('resize',(e)=>{console.log(this.dataList,this.currentLabel);this.plot(this.dataList,this.currentLabel);});}\n",
       "calculateBounds(data){if(data){let maxXLen=4;let maxYLen=6;let{xs,ys}=data;for(let i=0;i<xs.length;i++){maxXLen=Math.min(Math.max(maxXLen,xs[i].length),this.truncation);maxYLen=Math.min(Math.max(maxYLen,ys[i].toString().length),this.truncation);}\n",
       "this.margin.left=30*this.labelScale+maxYLen*4;this.margin.bottom=80+maxXLen*6.4;console.log(this.margin.left,this.margin.bottom);}\n",
       "let pRect=this.parentElement.getBoundingClientRect();this.canvas.width=pRect.width*this.resolution;this.canvas.style.width=pRect.width+'px';this.canvas.height=this.minHeight*this.resolution;this.canvas.style.height=this.minHeight+'px';this.bounds={left:this.margin.left,right:this.canvas.width-this.margin.right,top:this.margin.top,bottom:this.canvas.height-this.margin.bottom,width:this.canvas.width-(this.margin.left+this.margin.right),height:this.canvas.height-(this.margin.top+this.margin.bottom),};}\n",
       "intersect(rect1,rect2){return(rect1.x<rect2.x+rect2.width&&rect1.x+rect1.width>rect2.x&&rect1.y<rect2.y+rect2.height&&rect1.y+rect1.height>rect2.y);}\n",
       "draw(data){this.currentData=data;this.navElement.innerHTML='';for(let i=0;i<this.navigation.length;i++){let label=this.navigation[i];let span=document.createElement('span');span.innerText=`${label}${this.navigation.length-1===i?'':' >'}`;span.style.cursor='pointer';span.style.marginRight='4px';span.addEventListener('click',()=>{let index=this.navigation.indexOf(label);this.navigation=this.navigation.slice(0,index+1);this.plot(this.dataList,label);});this.navElement.appendChild(span);}\n",
       "let ctx=this.ctx;let canvas=this.canvas;let{left,right,width,height,top,bottom}=this.bounds;let{xs,ys}=data;let yMax=Math.max(...ys);let yMin=Math.min(...ys);let yNorm=(val)=>val/yMax;ctx.clearRect(0,0,canvas.width,canvas.height);{ctx.fillStyle=this.legendColor;ctx.font=this.legendFont;ctx.textBaseline='bottom';let legLength=ctx.measureText(this.legend).width;let x=0;let y=0;if(this.legendPos==='top'){y=20;}else if(this.legendPos==='bottom'){y=canvas.height-4;}\n",
       "if(this.legendAlign==='left'){x=20;}else if(this.legendAlign==='center'){x=(canvas.width-legLength)/2;}else if(this.legendAlign==='right'){x=canvas.width-legLength-20;}\n",
       "ctx.fillText(this.legend,x,y);}\n",
       "{ctx.lineWidth=2;ctx.beginPath();ctx.moveTo(left,bottom);ctx.lineTo(right,bottom);ctx.stroke();ctx.lineWidth=0.5;let yStep=yMax/4;ctx.font=`${12*this.labelScale}px Arial`;ctx.setLineDash([5,5]);for(let i=0;i<5;i++){let y=bottom-height*(i/5);let val=yNorm(yStep)*i*yMax;ctx.beginPath();ctx.moveTo(left-5,y);ctx.lineTo(right,y);ctx.stroke();ctx.fillText(String(Math.floor(val)),left-30,y+5);}\n",
       "ctx.setLineDash([]);}\n",
       "let barPadding=10;let barWidth=Math.min((right-left-barPadding*2*xs.length)/(xs.length+1),this.maxColumnWidth);ctx.fillStyle='black';ctx.font='14px Arial';let dx=width/(xs.length+1);for(let i=0;i<xs.length;i++){let x=left+dx*(i+1);let y=bottom+10;ctx.save();ctx.translate(x,y);ctx.rotate(Math.PI/2.4);const text=xs[i].length>this.truncation?xs[i].substring(0,this.truncation-3)+'...':xs[i];ctx.fillText(text,0,0);ctx.restore();}\n",
       "let ltHeight=16;ctx.font=`${ltHeight*this.labelScale}px Arial`;ctx.fillStyle=this.labelColor;ctx.save();ctx.translate(10*this.labelScale+4,bottom-height/2);ctx.rotate(-Math.PI/2);ctx.fillText(this.ylabel,0,0);ctx.restore();let tlength=ctx.measureText(data.label).width;let xLebelY=canvas.height;if(this.legendPos==='bottom'){let fontHeight=this.legendFont.split(' ');fontHeight=fontHeight[fontHeight.length-2];fontHeight=fontHeight.substring(0,fontHeight.length-2);xLebelY-=Number(fontHeight)+16;}\n",
       "ctx.fillText(data.label,(canvas.width-tlength)/2,xLebelY);this.clickBoxes=[];let barHeight=height*0.8;let maxTextSize=0;for(let i=0;i<ys.length;i++){let text=ys[i].toString();maxTextSize=Math.max(text.length,maxTextSize);}\n",
       "let fontSize=barWidth/maxTextSize;if(fontSize>22)fontSize=22;for(let i=0;i<ys.length;i++){let x=left+dx*(i+1)-barWidth/2;let y=bottom-barHeight*yNorm(ys[i]);let w=barWidth;let h=barHeight*yNorm(ys[i])-2;const grd=ctx.createLinearGradient(0,y,0,height);let color1=this.colorPalette[data.label??''];let c1=data.xLabels?data.xLabels[i]??'':'';let color2=c1.length?this.colorPalette[c1]:color1;grd.addColorStop(0,color2);grd.addColorStop(1,color1);ctx.fillStyle=grd;ctx.fillRect(x,y,w,h);let text=ys[i].toString();ctx.font=`${fontSize}px Consolus`;ctx.fillStyle='black';let textLength=ctx.measureText(text).width;ctx.save();ctx.translate(x+(w-textLength)/2,y-10);ctx.fillText(ys[i],0,0);ctx.restore();this.clickBoxes.push({x,y,w,h});}}\n",
       "getRandomColor(){const hue=Math.floor(Math.random()*360);const saturation=70+Math.floor(Math.random()*30);const lightness=60+Math.floor(Math.random()*20);return`hsl(${hue},${saturation}%,${lightness}%)`;}\n",
       "plot(dataList,label){if(this.navigation.length<1)this.navigation.push(label);this.dataList=dataList;let data=dataList.filter((d)=>d.label===label)[0];this.calculateBounds(data);this.currentData=data;this.draw(data);this.triggerLabels=data.xLabels;this.currentLabel=label;}\n",
       "makePlot(dataList,label){this.colorPalette={'':this.getRandomColor(),};for(let d of dataList){if(!this.colorPalette[d.label]){let color=this.getRandomColor();while(Object.values(this.colorPalette).includes(color)){color=this.getRandomColor();}\n",
       "this.colorPalette[d.label]=color;}}\n",
       "this.plot(dataList,label);}}\n",
       "    let data = `[{\"xs\": [\"apple in california\", \"benana\", \"orange\"], \"ys\": [100, 20, 30], \"xLabels\": [\"apple\", \"benana\", \"orange\"], \"label\": \"data\"}, {\"xs\": [\"good\", \"bad\", \"evil\", \"dead\"], \"xLabels\": [\"good\", \"bad\", \"evil\", \"dead\"], \"ys\": [40, 10, 20, 30], \"label\": \"apple\"}, {\"xs\": [\"good\", \"bad\", \"evil\", \"dead\"], \"ys\": [40, 30, 20, 10], \"label\": \"benana\"}, {\"xs\": [\"good\", \"bad\", \"evil\", \"dead\"], \"ys\": [30, 10, 40, 30], \"label\": \"orange\"}, {\"xs\": [\"good\", \"bad\", \"evil\", \"dead\"], \"ys\": [10, 30, 20, 10], \"label\": \"good\"}, {\"xs\": [\"good\", \"bad\", \"evil\", \"dead\"], \"ys\": [10, 10, 10, 30], \"label\": \"bad\"}, {\"xs\": [\"good\", \"bad\", \"evil\", \"dead\"], \"ys\": [30, 30, 10, 20], \"label\": \"evil\"}, {\"xs\": [\"good\", \"bad\", \"evil\", \"dead\"], \"ys\": [24, 10, 36, 20], \"label\": \"dead\"}]`\n",
       "    data = JSON.parse(data);\n",
       "    let chart = new DrillChart({\n",
       "        parent: document.getElementById(`id_kdrillchart_6a05ebef-8539-4def-9d02-f0ab261862d5`),\n",
       "        ylabel: 'values',\n",
       "        legend: 'Drill Chart',\n",
       "        legendColor: 'black',\n",
       "        legendFont: 'Bold 20px Arial',\n",
       "        legendPos: 'bottom', // top, bottom\n",
       "        legendAlign: 'center', // left, center, right\n",
       "        navColor: '#046688',\n",
       "        navFont: '16px Arial',\n",
       "        navJustify: 'right', // left, center, right\n",
       "        navPadding: '10px',\n",
       "        labelScale: 1.2,\n",
       "        labelColor: 'black',\n",
       "        resolution: 1.2,\n",
       "        backgroundColor: 'transparent',\n",
       "        height: 480,\n",
       "        maxColumnWidth: 100,\n",
       "        truncation: 12,\n",
       "\n",
       "    });\n",
       "    chart.makePlot(data, `data`);\n",
       "</script></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "html2 = ks.drill_chart(data, 'data', truncation=12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "page = '<html><head></head><body>'+ html2 + '</body></html>'\n",
    "with open('test2.html', 'w') as f:\n",
    "    f.write(page)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Word Cloud"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = \"\"\"The cosmos, the vast expanse of the cosmos, unfolds before us, revealing its cosmic wonders. In the cosmos, countless celestial bodies dance in a cosmic ballet, a symphony of cosmic forces orchestrating their cosmic dance. Cosmic marvels, such as galaxies, stars, and planets, adorn the cosmic canvas.\n",
    "\n",
    "As we gaze into the cosmos, we find ourselves immersed in a cosmic journey, traversing the cosmic highways of space and time. The cosmos, with its cosmic brilliance, beckons us to explore its cosmic mysteries. Cosmic rays and cosmic dust permeate the cosmic void, creating a cosmic tapestry that stretches across the cosmic horizon.\n",
    "\n",
    "In this cosmic realm, stars twinkle like cosmic gems, casting their cosmic glow upon the cosmic landscape. The cosmic dance of planets around their cosmic suns is a mesmerizing spectacle, a cosmic waltz that plays out across the cosmic theater of the universe. Cosmic energies, cosmic radiation, and cosmic frequencies pulse through the cosmic arteries of the cosmos.\n",
    "\n",
    "The cosmos, with its cosmic beauty, inspires cosmic contemplation and cosmic reflection. In the cosmic silence, we ponder the cosmic questions that echo through the cosmic corridors of our minds. Cosmic theories and cosmic hypotheses emerge, attempting to unravel the cosmic enigmas that shroud the cosmos in cosmic mystery.\n",
    "\n",
    "Cosmic phenomena, both cosmic and minuscule, shape the cosmic narrative of the universe. From cosmic explosions to cosmic collisions, the cosmos is a cosmic arena where cosmic forces clash and cosmic events unfold. The cosmic cycle of birth and death plays out on a cosmic scale, with cosmic entities born and cosmic entities extinguished in the cosmic cycles of the cosmos.\n",
    "\n",
    "Cosmic expansion propels the cosmos into cosmic vastness, stretching the cosmic fabric of space itself. In the cosmic expanse, we witness the cosmic inflation of the universe, a cosmic spectacle that defies our cosmic understanding. Cosmic distances, measured in cosmic light-years, span the cosmic reaches of the cosmos, connecting cosmic realms in a cosmic web of interstellar threads.\n",
    "\n",
    "Cosmic time, an eternal cosmic river, flows through the cosmic landscapes of the universe. The cosmic past, the cosmic present, and the cosmic future coexist in the cosmic continuum of time. Cosmic epochs mark the cosmic milestones of the universe, shaping the cosmic epochs that define the cosmic epochs of the cosmos.\n",
    "\n",
    "In the cosmic tapestry, galaxies form cosmic clusters, and cosmic superclusters weave a cosmic network that binds the cosmos together. Cosmic filaments, cosmic threads of dark matter, sculpt the cosmic structure of the universe, creating a cosmic framework for cosmic evolution. Cosmic evolution, a cosmic ballet of cosmic processes, unfolds across the cosmic timeline, shaping the cosmic destiny of the cosmos.\n",
    "\n",
    "As we contemplate the cosmos, we find ourselves in awe of its cosmic grandeur. Cosmic wonders, cosmic phenomena, and cosmic splendors captivate our cosmic imagination. The cosmos, with its cosmic allure, invites us to embark on a cosmic journey, to explore the cosmic wonders that await us in the cosmic vastness.\n",
    "\n",
    "In the cosmic quest for understanding, we peer into the cosmic depths, seeking to unravel the cosmic secrets that lie hidden in the cosmic recesses of the universe. Cosmic exploration, whether through cosmic telescopes or cosmic probes, expands our cosmic knowledge and deepens our cosmic connection to the cosmos.\n",
    "\n",
    "The cosmos, a cosmic tapestry woven with cosmic threads, resonates with cosmic harmony. Cosmic patterns, cosmic rhythms, and cosmic symmetries manifest in the cosmic design of the universe. In the cosmic dance of creation, cosmic elements forge the cosmic building blocks of existence, giving rise to cosmic complexity.\n",
    "\n",
    "Cosmic constellations, cosmic beacons in the celestial expanse, guide our cosmic navigation through the cosmic night sky. Cosmic myths and cosmic legends, born from the cosmic imaginations of ancient civilizations, paint the cosmic constellations with tales of cosmic heroes and cosmic gods.\n",
    "\n",
    "As we journey through the cosmos, we encounter cosmic anomalies and cosmic phenomena that challenge our cosmic understanding. Black holes, cosmic singularities that defy cosmic comprehension, lurk in the cosmic shadows, bending the fabric of the cosmos itself. Cosmic mysteries, such as dark matter and dark energy, elude our cosmic grasp, leaving us to ponder the cosmic nature of the unseen.\n",
    "\n",
    "In the cosmic symphony, the cosmos orchestrates a cosmic melody that resonates with cosmic vibrations. Cosmic frequencies, cosmic waves, and cosmic signals traverse the cosmic expanse, carrying cosmic information encoded in the cosmic language of the universe. Cosmic resonance, a cosmic connection between the cosmos and the cosmic observer, transcends the cosmic boundaries of space and time.\n",
    "\n",
    "Cosmic marvels, both cosmic and sublime, fill the cosmic panorama of our existence. In the cosmic theater of life, we are but cosmic actors, playing our roles on the cosmic stage. The cosmos, with its cosmic beauty and cosmic complexity, invites us to embrace our cosmic journey and celebrate the cosmic essence that unites us with the cosmos.\n",
    "\n",
    "As we reflect upon the cosmos, let us marvel at the cosmic wonders that unfold before us. In the cosmic tapestry of existence, every cosmic thread, every cosmic element, contributes to the cosmic masterpiece that is the universe. The cosmos, with its cosmic majesty, invites us to explore, to discover, and to embrace the cosmic legacy that transcends the cosmic bounds of our cosmic home.\n",
    "\"\"\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><div style=\"width:100%; height: 440px; background-color: white; display: flex; justify-content: center; align-items: center; position: relative;\"\n",
       "    id=\"id_wordcloud_6af23417-1110-4d37-9842-511bfb392354\">\n",
       "</div>\n",
       "<script type=\"module\">\n",
       "    class WordCloud{constructor({parent=document.body,height=450,width=700,fontFamily='Arial',colorMode=true,maxFontSize=60,minFontSize=10,maxItem=200,backgroundColor='transparent',}){this.parentElement=parent??document.body;this.height=height;this.width=width;this.fontFamily=fontFamily;this.colorMode=colorMode;this.maxFontSize=maxFontSize;this.minFontSize=minFontSize;this.maxItem=maxItem;this.canvas=document.createElement('canvas');this.canvas.height=height;this.canvas.width=width;this.canvas.style.backgroundColor=backgroundColor;this.parentElement.appendChild(this.canvas);this.ctx=this.canvas.getContext('2d');this.wordRects=[];this.mouse={x:0,y:0};this.overlay=document.createElement('div');this.overlay.style.position='absolute';this.overlay.style.top='0';this.overlay.style.left='0';this.overlay.style.backgroundColor='rgba(0,0,0,0.5)';this.overlay.style.zIndex='1000';this.overlay.style.backdropFilter='blur(5px)';this.overlay.style.color='white';this.overlay.style.padding='5px 10px';this.overlay.style.borderRadius='5px';this.overlay.style.display='none';this.parentElement.appendChild(this.overlay);this.canvas.addEventListener('mousemove',(e)=>{const rect=e.target.getBoundingClientRect();const pRect=this.parentElement.getBoundingClientRect();this.mouse.x=e.clientX-rect.left;this.mouse.y=e.clientY-rect.top;const xpos=rect.left-pRect.left+this.mouse.x;const ypos=rect.top-pRect.top+this.mouse.y;const mouseRect={x:this.mouse.x,y:this.mouse.y,width:1,height:1};for(let word of this.wordList){if(word.dontPlace)continue;if(this.intersect(word.rect,mouseRect)){this.overlay.innerHTML=`${word.text}<br/>${word.count}&nbsp;times`;this.overlay.style.top=`${ypos+10}px`;this.overlay.style.left=`${xpos+10}px`;this.overlay.style.display='block';return;}}\n",
       "this.overlay.style.display='none';});}\n",
       "generatePackedLayout(words){let sortedWords=words.slice().sort((a,b)=>b.count-a.count);if(sortedWords.length>this.maxItem)sortedWords=sortedWords.slice(0,this.maxItem);const maxCount=sortedWords[0].count;const minCount=sortedWords[sortedWords.length-1].count;const maxFontSize=this.maxFontSize;const minFontSize=this.minFontSize;const fontScale=(maxFontSize-minFontSize)/(maxCount-minCount);sortedWords=sortedWords.map((word)=>{const fontSize=Math.floor(minFontSize+fontScale*(word.count-minCount));return{text:word.text,size:fontSize,count:word.count};});sortedWords.forEach((word)=>{this.ctx.font=`${word.size}px ${this.fontFamily}`;const w=this.ctx.measureText(word.text).width+5;const orientation=Math.random()<0.2&&w<(this.canvas.height*2)/3?'vertical':'horizontal';const width=orientation==='vertical'?word.size:w;const height=orientation==='horizontal'?word.size:w;const position=this.findEmptyPosition(width,height);if(position){word.x=position.x;word.y=position.y+4;word.orientation=orientation;word.rect={x:position.x,y:position.y,width,height};this.wordRects.push(word.rect);}else{word.dontPlace=true;}});this.wordList=sortedWords;}\n",
       "findEmptyPosition(width,height){const maxAttempts=250;const gridSize=2;for(let attempt=0;attempt<maxAttempts;attempt++){const x=this.getRandomGridPosition(this.canvas.width-width,gridSize);const y=this.getRandomGridPosition(this.canvas.height-height,gridSize);const isPositionEmpty=!this.wordRects.some((rect)=>this.intersect({x,y,width,height},rect));if(isPositionEmpty){return{x,y};}}\n",
       "return null;}\n",
       "getRandomGridPosition(max,gridSize,padding=10){return Math.floor(Math.random()*((max-padding)/gridSize))*gridSize+padding;}\n",
       "intersect(rect1,rect2){return(rect1.x<rect2.x+rect2.width&&rect1.x+rect1.width>rect2.x&&rect1.y<rect2.y+rect2.height&&rect1.y+rect1.height>rect2.y);}\n",
       "plot({data}){this.generatePackedLayout(data);this.draw();}\n",
       "draw(){this.ctx.clearRect(0,0,this.canvas.width,this.canvas.height);const colors=['scarlet','green','dodgerblue','black','purple','tomato','deeppink','brown','lightSeaGreen','gray',];this.ctx.clearRect(0,0,this.canvas.width,this.canvas.height);this.ctx.font=this.font;this.wordList.forEach((word)=>{if(word.dontPlace)return;if(this.colorMode){const color=colors[Math.floor(Math.random()*colors.length)];this.ctx.fillStyle=color;}\n",
       "this.ctx.save();this.ctx.translate(word.x,word.y);this.ctx.font=`${word.size}px ${this.font}`;if(word.orientation==='vertical'){this.ctx.rotate(Math.PI/2);this.ctx.textBaseline='alphabetic';}else{this.ctx.textBaseline='hanging';}\n",
       "this.ctx.fillText(word.text,0,0);this.ctx.restore();});}}\n",
       "    let data = `[{\"text\":\"The\",\"count\":10},{\"text\":\"cosmos\",\"count\":27},{\"text\":\"the\",\"count\":90},{\"text\":\"vast\",\"count\":1},{\"text\":\"expanse\",\"count\":4},{\"text\":\"of\",\"count\":37},{\"text\":\"unfolds\",\"count\":2},{\"text\":\"before\",\"count\":2},{\"text\":\"us\",\"count\":10},{\"text\":\"revealing\",\"count\":1},{\"text\":\"its\",\"count\":8},{\"text\":\"cosmic\",\"count\":147},{\"text\":\"wonders\",\"count\":4},{\"text\":\"In\",\"count\":10},{\"text\":\"countless\",\"count\":1},{\"text\":\"celestial\",\"count\":2},{\"text\":\"bodies\",\"count\":1},{\"text\":\"dance\",\"count\":4},{\"text\":\"in\",\"count\":14},{\"text\":\"a\",\"count\":17},{\"text\":\"ballet\",\"count\":2},{\"text\":\"symphony\",\"count\":2},{\"text\":\"forces\",\"count\":2},{\"text\":\"orchestrating\",\"count\":1},{\"text\":\"their\",\"count\":3},{\"text\":\"Cosmic\",\"count\":20},{\"text\":\"marvels\",\"count\":2},{\"text\":\"such\",\"count\":2},{\"text\":\"as\",\"count\":2},{\"text\":\"galaxies\",\"count\":2},{\"text\":\"stars\",\"count\":2},{\"text\":\"and\",\"count\":26},{\"text\":\"planets\",\"count\":2},{\"text\":\"adorn\",\"count\":1},{\"text\":\"canvas\",\"count\":1},{\"text\":\"As\",\"count\":4},{\"text\":\"we\",\"count\":11},{\"text\":\"gaze\",\"count\":1},{\"text\":\"into\",\"count\":3},{\"text\":\"find\",\"count\":2},{\"text\":\"ourselves\",\"count\":2},{\"text\":\"immersed\",\"count\":1},{\"text\":\"journey\",\"count\":4},{\"text\":\"traversing\",\"count\":1},{\"text\":\"highways\",\"count\":1},{\"text\":\"space\",\"count\":3},{\"text\":\"time\",\"count\":4},{\"text\":\"with\",\"count\":11},{\"text\":\"brilliance\",\"count\":1},{\"text\":\"beckons\",\"count\":1},{\"text\":\"to\",\"count\":14},{\"text\":\"explore\",\"count\":3},{\"text\":\"mysteries\",\"count\":2},{\"text\":\"rays\",\"count\":1},{\"text\":\"dust\",\"count\":1},{\"text\":\"permeate\",\"count\":1},{\"text\":\"void\",\"count\":1},{\"text\":\"creating\",\"count\":2},{\"text\":\"tapestry\",\"count\":4},{\"text\":\"that\",\"count\":16},{\"text\":\"stretches\",\"count\":1},{\"text\":\"across\",\"count\":3},{\"text\":\"horizon\",\"count\":1},{\"text\":\"this\",\"count\":1},{\"text\":\"realm\",\"count\":1},{\"text\":\"twinkle\",\"count\":1},{\"text\":\"like\",\"count\":1},{\"text\":\"gems\",\"count\":1},{\"text\":\"casting\",\"count\":1},{\"text\":\"glow\",\"count\":1},{\"text\":\"upon\",\"count\":2},{\"text\":\"landscape\",\"count\":1},{\"text\":\"around\",\"count\":1},{\"text\":\"suns\",\"count\":1},{\"text\":\"is\",\"count\":3},{\"text\":\"mesmerizing\",\"count\":1},{\"text\":\"spectacle\",\"count\":2},{\"text\":\"waltz\",\"count\":1},{\"text\":\"plays\",\"count\":2},{\"text\":\"out\",\"count\":2},{\"text\":\"theater\",\"count\":2},{\"text\":\"universe\",\"count\":10},{\"text\":\"energies\",\"count\":1},{\"text\":\"radiation\",\"count\":1},{\"text\":\"frequencies\",\"count\":2},{\"text\":\"pulse\",\"count\":1},{\"text\":\"through\",\"count\":6},{\"text\":\"arteries\",\"count\":1},{\"text\":\"beauty\",\"count\":2},{\"text\":\"inspires\",\"count\":1},{\"text\":\"contemplation\",\"count\":1},{\"text\":\"reflection\",\"count\":1},{\"text\":\"silence\",\"count\":1},{\"text\":\"ponder\",\"count\":2},{\"text\":\"questions\",\"count\":1},{\"text\":\"echo\",\"count\":1},{\"text\":\"corridors\",\"count\":1},{\"text\":\"our\",\"count\":12},{\"text\":\"minds\",\"count\":1},{\"text\":\"theories\",\"count\":1},{\"text\":\"hypotheses\",\"count\":1},{\"text\":\"emerge\",\"count\":1},{\"text\":\"attempting\",\"count\":1},{\"text\":\"unravel\",\"count\":2},{\"text\":\"enigmas\",\"count\":1},{\"text\":\"shroud\",\"count\":1},{\"text\":\"mystery\",\"count\":1},{\"text\":\"phenomena\",\"count\":3},{\"text\":\"both\",\"count\":2},{\"text\":\"minuscule\",\"count\":1},{\"text\":\"shape\",\"count\":1},{\"text\":\"narrative\",\"count\":1},{\"text\":\"From\",\"count\":1},{\"text\":\"explosions\",\"count\":1},{\"text\":\"collisions\",\"count\":1},{\"text\":\"arena\",\"count\":1},{\"text\":\"where\",\"count\":1},{\"text\":\"clash\",\"count\":1},{\"text\":\"events\",\"count\":1},{\"text\":\"unfold\",\"count\":2},{\"text\":\"cycle\",\"count\":1},{\"text\":\"birth\",\"count\":1},{\"text\":\"death\",\"count\":1},{\"text\":\"on\",\"count\":3},{\"text\":\"scale\",\"count\":1},{\"text\":\"entities\",\"count\":2},{\"text\":\"born\",\"count\":2},{\"text\":\"extinguished\",\"count\":1},{\"text\":\"cycles\",\"count\":1},{\"text\":\"expansion\",\"count\":1},{\"text\":\"propels\",\"count\":1},{\"text\":\"vastness\",\"count\":2},{\"text\":\"stretching\",\"count\":1},{\"text\":\"fabric\",\"count\":2},{\"text\":\"itself\",\"count\":2},{\"text\":\"witness\",\"count\":1},{\"text\":\"inflation\",\"count\":1},{\"text\":\"defies\",\"count\":1},{\"text\":\"understanding\",\"count\":3},{\"text\":\"distances\",\"count\":1},{\"text\":\"measured\",\"count\":1},{\"text\":\"light-years\",\"count\":1},{\"text\":\"span\",\"count\":1},{\"text\":\"reaches\",\"count\":1},{\"text\":\"connecting\",\"count\":1},{\"text\":\"realms\",\"count\":1},{\"text\":\"web\",\"count\":1},{\"text\":\"interstellar\",\"count\":1},{\"text\":\"threads\",\"count\":3},{\"text\":\"an\",\"count\":1},{\"text\":\"eternal\",\"count\":1},{\"text\":\"river\",\"count\":1},{\"text\":\"flows\",\"count\":1},{\"text\":\"landscapes\",\"count\":1},{\"text\":\"past\",\"count\":1},{\"text\":\"present\",\"count\":1},{\"text\":\"future\",\"count\":1},{\"text\":\"coexist\",\"count\":1},{\"text\":\"continuum\",\"count\":1},{\"text\":\"epochs\",\"count\":3},{\"text\":\"mark\",\"count\":1},{\"text\":\"milestones\",\"count\":1},{\"text\":\"shaping\",\"count\":2},{\"text\":\"define\",\"count\":1},{\"text\":\"form\",\"count\":1},{\"text\":\"clusters\",\"count\":1},{\"text\":\"superclusters\",\"count\":1},{\"text\":\"weave\",\"count\":1},{\"text\":\"network\",\"count\":1},{\"text\":\"binds\",\"count\":1},{\"text\":\"together\",\"count\":1},{\"text\":\"filaments\",\"count\":1},{\"text\":\"dark\",\"count\":3},{\"text\":\"matter\",\"count\":2},{\"text\":\"sculpt\",\"count\":1},{\"text\":\"structure\",\"count\":1},{\"text\":\"framework\",\"count\":1},{\"text\":\"for\",\"count\":2},{\"text\":\"evolution\",\"count\":2},{\"text\":\"processes\",\"count\":1},{\"text\":\"timeline\",\"count\":1},{\"text\":\"destiny\",\"count\":1},{\"text\":\"contemplate\",\"count\":1},{\"text\":\"awe\",\"count\":1},{\"text\":\"grandeur\",\"count\":1},{\"text\":\"splendors\",\"count\":1},{\"text\":\"captivate\",\"count\":1},{\"text\":\"imagination\",\"count\":1},{\"text\":\"allure\",\"count\":1},{\"text\":\"invites\",\"count\":3},{\"text\":\"embark\",\"count\":1},{\"text\":\"await\",\"count\":1},{\"text\":\"quest\",\"count\":1},{\"text\":\"peer\",\"count\":1},{\"text\":\"depths\",\"count\":1},{\"text\":\"seeking\",\"count\":1},{\"text\":\"secrets\",\"count\":1},{\"text\":\"lie\",\"count\":1},{\"text\":\"hidden\",\"count\":1},{\"text\":\"recesses\",\"count\":1},{\"text\":\"exploration\",\"count\":1},{\"text\":\"whether\",\"count\":1},{\"text\":\"telescopes\",\"count\":1},{\"text\":\"or\",\"count\":1},{\"text\":\"probes\",\"count\":1},{\"text\":\"expands\",\"count\":1},{\"text\":\"knowledge\",\"count\":1},{\"text\":\"deepens\",\"count\":1},{\"text\":\"connection\",\"count\":2},{\"text\":\"woven\",\"count\":1},{\"text\":\"resonates\",\"count\":2},{\"text\":\"harmony\",\"count\":1},{\"text\":\"patterns\",\"count\":1},{\"text\":\"rhythms\",\"count\":1},{\"text\":\"symmetries\",\"count\":1},{\"text\":\"manifest\",\"count\":1},{\"text\":\"design\",\"count\":1},{\"text\":\"creation\",\"count\":1},{\"text\":\"elements\",\"count\":1},{\"text\":\"forge\",\"count\":1},{\"text\":\"building\",\"count\":1},{\"text\":\"blocks\",\"count\":1},{\"text\":\"existence\",\"count\":3},{\"text\":\"giving\",\"count\":1},{\"text\":\"rise\",\"count\":1},{\"text\":\"complexity\",\"count\":2},{\"text\":\"constellations\",\"count\":2},{\"text\":\"beacons\",\"count\":1},{\"text\":\"guide\",\"count\":1},{\"text\":\"navigation\",\"count\":1},{\"text\":\"night\",\"count\":1},{\"text\":\"sky\",\"count\":1},{\"text\":\"myths\",\"count\":1},{\"text\":\"legends\",\"count\":1},{\"text\":\"from\",\"count\":1},{\"text\":\"imaginations\",\"count\":1},{\"text\":\"ancient\",\"count\":1},{\"text\":\"civilizations\",\"count\":1},{\"text\":\"paint\",\"count\":1},{\"text\":\"tales\",\"count\":1},{\"text\":\"heroes\",\"count\":1},{\"text\":\"gods\",\"count\":1},{\"text\":\"encounter\",\"count\":1},{\"text\":\"anomalies\",\"count\":1},{\"text\":\"challenge\",\"count\":1},{\"text\":\"Black\",\"count\":1},{\"text\":\"holes\",\"count\":1},{\"text\":\"singularities\",\"count\":1},{\"text\":\"defy\",\"count\":1},{\"text\":\"comprehension\",\"count\":1},{\"text\":\"lurk\",\"count\":1},{\"text\":\"shadows\",\"count\":1},{\"text\":\"bending\",\"count\":1},{\"text\":\"energy\",\"count\":1},{\"text\":\"elude\",\"count\":1},{\"text\":\"grasp\",\"count\":1},{\"text\":\"leaving\",\"count\":1},{\"text\":\"nature\",\"count\":1},{\"text\":\"unseen\",\"count\":1},{\"text\":\"orchestrates\",\"count\":1},{\"text\":\"melody\",\"count\":1},{\"text\":\"vibrations\",\"count\":1},{\"text\":\"waves\",\"count\":1},{\"text\":\"signals\",\"count\":1},{\"text\":\"traverse\",\"count\":1},{\"text\":\"carrying\",\"count\":1},{\"text\":\"information\",\"count\":1},{\"text\":\"encoded\",\"count\":1},{\"text\":\"language\",\"count\":1},{\"text\":\"resonance\",\"count\":1},{\"text\":\"between\",\"count\":1},{\"text\":\"observer\",\"count\":1},{\"text\":\"transcends\",\"count\":2},{\"text\":\"boundaries\",\"count\":1},{\"text\":\"sublime\",\"count\":1},{\"text\":\"fill\",\"count\":1},{\"text\":\"panorama\",\"count\":1},{\"text\":\"life\",\"count\":1},{\"text\":\"are\",\"count\":1},{\"text\":\"but\",\"count\":1},{\"text\":\"actors\",\"count\":1},{\"text\":\"playing\",\"count\":1},{\"text\":\"roles\",\"count\":1},{\"text\":\"stage\",\"count\":1},{\"text\":\"embrace\",\"count\":2},{\"text\":\"celebrate\",\"count\":1},{\"text\":\"essence\",\"count\":1},{\"text\":\"unites\",\"count\":1},{\"text\":\"reflect\",\"count\":1},{\"text\":\"let\",\"count\":1},{\"text\":\"marvel\",\"count\":1},{\"text\":\"at\",\"count\":1},{\"text\":\"every\",\"count\":2},{\"text\":\"thread\",\"count\":1},{\"text\":\"element\",\"count\":1},{\"text\":\"contributes\",\"count\":1},{\"text\":\"masterpiece\",\"count\":1},{\"text\":\"majesty\",\"count\":1},{\"text\":\"discover\",\"count\":1},{\"text\":\"legacy\",\"count\":1},{\"text\":\"bounds\",\"count\":1},{\"text\":\"home\",\"count\":1}]`\n",
       "    data = JSON.parse(data);\n",
       "    let wordcloud = new WordCloud({\n",
       "        parent: document.getElementById(`id_wordcloud_6af23417-1110-4d37-9842-511bfb392354`),\n",
       "        height: 400,\n",
       "        width: 700,\n",
       "        fontFamily: 'Helvatica',\n",
       "        colorMode: true,\n",
       "        maxFontSize: 150,\n",
       "        minFontSize: 12,\n",
       "        maxItem: 400,\n",
       "    });\n",
       "    wordcloud.plot({\n",
       "        data,\n",
       "    });\n",
       "</script></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "html3 = ks.word_cloud(text, max_font_size=150, height=400, width=700, color_mode=True)\n",
    "with open(\"word_cloud.html\", \"w\") as f:\n",
    "    f.write(html3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><div style=\"width:100%; height: 540px; background-color: white; display: flex; justify-content: center; align-items: center; position: relative; box-sizing: border-box;\"\n",
       "    id=\"id_tree_diagram_42975964-0b9e-4d38-b3c0-2cf7664f38a6\">\n",
       "</div>\n",
       "\n",
       "<script type=\"module\">\n",
       "    const containerContent = `\n",
       "    <figure>\n",
       "\n",
       "<ul id=\"tree\" class=\"tree horizontal\"></ul>\n",
       "</figure>\n",
       "<style>\n",
       "figure {\n",
       "margin: 0;\n",
       "box-sizing: border-box;\n",
       "display: flex;\n",
       "width: 100%;\n",
       "justify-content: center;\n",
       "align-items: center;\n",
       "padding: 10px;\n",
       "--line-color: #333;\n",
       "--border-color: #333;\n",
       "--border-radius: 0.6rem;\n",
       "--background-color: @chart_item_background_color;\n",
       "--text-color: #333;\n",
       "--line-width: 0.15em;\n",
       "--gutter: 0.8em;\n",
       "font-size: 15px;\n",
       "font-family: Arial;\n",
       "}\n",
       "\n",
       ".tree.vertical,\n",
       ".tree.vertical ul,\n",
       ".tree.vertical li {\n",
       "    list-style: none;\n",
       "    margin: 0;\n",
       "    padding: 0;\n",
       "    position: relative;\n",
       "}\n",
       "\n",
       ".tree.vertical {\n",
       "    margin: 0 0 1em;\n",
       "    text-align: center;\n",
       "}\n",
       "\n",
       ".tree.vertical,\n",
       ".tree.vertical ul {\n",
       "    display: table;\n",
       "}\n",
       "\n",
       ".tree.vertical ul {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       "\n",
       ".tree.vertical li {\n",
       "    display: table-cell;\n",
       "    padding: .5em 0;\n",
       "    vertical-align: top;\n",
       "}\n",
       "\n",
       ".tree.vertical li:before {\n",
       "    outline: solid 1px var(--line-color);\n",
       "    content: \"\";\n",
       "    left: 0;\n",
       "    position: absolute;\n",
       "    right: 0;\n",
       "    top: 0;\n",
       "}\n",
       "\n",
       ".tree.vertical li:first-child:before {\n",
       "    left: 50%;\n",
       "}\n",
       "\n",
       ".tree.vertical li:last-child:before {\n",
       "    right: 50%;\n",
       "}\n",
       "\n",
       ".tree.vertical code,\n",
       ".tree.vertical span {\n",
       "    box-sizing: border-box;\n",
       "    border: solid .13em var(--border-color);\n",
       "    border-radius: var(--border-radius, .2em);\n",
       "    display: inline-block;\n",
       "    margin: 0 .2em .5em;\n",
       "    padding: .4em .8em;\n",
       "    position: relative;\n",
       "    color: var(--text-color);\n",
       "    background: var(--background-color);\n",
       "}\n",
       "\n",
       "/* | */\n",
       ".tree.vertical ul:before,\n",
       ".tree.vertical code:before,\n",
       ".tree.vertical span:before {\n",
       "    outline: solid 1px var(--line-color);\n",
       "    content: \"\";\n",
       "    height: .5em;\n",
       "    left: 50%;\n",
       "    position: absolute;\n",
       "}\n",
       "\n",
       ".tree.vertical ul:before {\n",
       "    top: -.5em;\n",
       "}\n",
       "\n",
       ".tree.vertical code:before,\n",
       ".tree.vertical span:before {\n",
       "    top: -.55em;\n",
       "}\n",
       "\n",
       "/* The root node doesn't connect upwards */\n",
       ".tree.vertical>li {\n",
       "    margin-top: 0;\n",
       "}\n",
       "\n",
       ".tree.vertical>li:before,\n",
       ".tree.vertical>li:after,\n",
       ".tree.vertical>li>code:before,\n",
       ".tree.vertical>li>span:before {\n",
       "    outline: none;\n",
       "}\n",
       "\n",
       "\n",
       ".tree.horizontal {\n",
       "\t margin: 0 0 calc(var(--gutter) * 2);\n",
       "}\n",
       " .tree.horizontal, .tree.horizontal ul, .tree.horizontal li {\n",
       "\t list-style: none;\n",
       "\t margin: 0;\n",
       "\t padding: 0;\n",
       "\t position: relative;\n",
       "}\n",
       " .tree.horizontal code, .tree.horizontal ul {\n",
       "\t display: table-cell;\n",
       "\t margin: 0;\n",
       "\t vertical-align: middle;\n",
       "\n",
       "    }\n",
       " .tree.horizontal ul {\n",
       "\t padding-left: calc(var(--gutter) * 2);\n",
       "}\n",
       " .tree.horizontal ul:before, .tree.horizontal ul code:before {\n",
       "    \n",
       "\t background: var(--line-color);\n",
       "\t content: \"\";\n",
       "\t height: var(--line-width);\n",
       "\t left: calc(var(--line-width) / 2 * -1);\n",
       "\t position: absolute;\n",
       "\t top: calc(50% - calc(var(--line-width) / 2));\n",
       "\t width: var(--gutter);\n",
       "}\n",
       ".tree.horizontal ul code:before {\n",
       "    left: -.8em !important;\n",
       "    content: \"\";\n",
       "}\n",
       " .tree.horizontal ul button:before {\n",
       "\t left: calc(calc(var(--gutter) + var(--line-width)) * 2 /-1);\n",
       "\t top: calc(50% - calc(var(--line-width) / 2));\n",
       "}\n",
       ".tree.horizontal ul li:before {\n",
       "\t background: var(--line-color);\n",
       "\t bottom: 0;\n",
       "\t content: \"\";\n",
       "\t left: calc(-1 * calc(var(--gutter) + calc(var(--line-width) / 2)));\n",
       "\t position: absolute;\n",
       "\t top: 0;\n",
       "\t width: var(--line-width);\n",
       "}\n",
       " .tree.horizontal ul li:first-child:before {\n",
       "\t top: calc(50% - calc(var(--line-width) / 2));\n",
       "}\n",
       " .tree.horizontal ul li:last-child:before {\n",
       "\t bottom: calc(50% - calc(var(--line-width) / 2));\n",
       "}\n",
       " .tree.horizontal li {\n",
       "\t padding: calc(var(--gutter) / 2) 0;\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       ".tree.horizontal li code,\n",
       ".tree.horizontal span {\n",
       "    box-sizing: border-box;\n",
       "    line-height: 1.2em;\n",
       "    appearance: none;\n",
       "}\n",
       "\n",
       ".cac {\n",
       "    margin-right: -.12em;\n",
       "    border: solid .13em var(--border-color);\n",
       "    border-radius: var(--border-radius, .2em);\n",
       "    padding: .4em .8em;\n",
       "    color: var(--text-color);\n",
       "    background: var(--background-color);\n",
       "\n",
       "}\n",
       "\n",
       "</style>\n",
       "`\n",
       "\n",
       "    class TreeDiagram{constructor({parent,data,isVertical}){this.container=parent||document.body;this.container.attachShadow({mode:'open'});this.container.shadowRoot.innerHTML=containerContent;this.isVertical=isVertical;this.data=data;this.render();}\n",
       "render(){let container=this.container.shadowRoot.querySelector('#tree');container.innerHTML=this.createTree(this.data);}\n",
       "createTree(data){if(typeof data==='string'||typeof data==='number'||typeof data==='boolean'){if(!this.isVertical)return`<li><code><div class='cac'>${data}</div></code></li>`;return'<li><code>'+data+'</code></li>';}else if(Array.isArray(data)){let html='';for(let i=0;i<data.length;i++){html+=`${this.createTree(data[i])}`;}\n",
       "return html;}else if(typeof data==='object'){let html='';for(let key in data){html+='<li>';if(!this.isVertical)html+=`<code><div class='cac'>${key}</div></code>`;else html+=`<code>${key}</code>`;html+=`<ul>${this.createTree(data[key])}</ul>`;html+='</li>';}\n",
       "return html;}}}\n",
       "    let data = `{\"name (20)\": {\"type\": \"string\", \"description\": \"Name of the person\", \"array\": [1, 2, \"apple\", {\"key\": [\"value1\", {\"value2\": {\"value3\": {\"value4\": \"value5\"}}}]}], \"object\": {\"key new\": \"value<br/> new line\"}}}`\n",
       "    data = JSON.parse(data);\n",
       "    let tree = new TreeDiagram({\n",
       "        parent: document.getElementById(`id_tree_diagram_42975964-0b9e-4d38-b3c0-2cf7664f38a6`),\n",
       "        data,\n",
       "        isVertical: `horizontal` === 'vertical' ? true : false,\n",
       "    });\n",
       "\n",
       "\n",
       "\n",
       "</script></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data={\n",
    "    'name (20)': {\n",
    "        'type': 'string',\n",
    "        'description': 'Name of the person',\n",
    "        'array': [1, 2, 'apple', {'key': ['value1', {'value2': {'value3': {'value4': 'value5'}}}]}],\n",
    "        'object': {'key new': 'value<br/> new line'}\n",
    "    },\n",
    "\n",
    "}\n",
    "\n",
    "html5 = ks.tree_diagram(data, font_size=15, height=500, orientation='horizontal')"
   ]
  }
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