SyntaxNotebook.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Syntax Test for the Zoomdata Python Library (zoomdata-py)\n",
    "---\n",
    "(Compatible with Zoomdata v2.3.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from zoomdata import ZD, Filter, TimeFilter, Attribute, Metric\n",
    "ZD.auth('myuser','mypassword', 'https://myserver/zoomdata')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Assigns source to ticket variable\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# Source as a variable\n",
    "ticket = ZD.source('Ticket Sales')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Render Visualizations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                        <script type=\"text/javascript\">var kernel = IPython.notebook.kernel</script>\n",
       "                        <iframe \n",
       "                            srcdoc='<div align=\"center\"><script src=\"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js\"></script> <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min.css\" type=\"text/css\" media=\"screen\"/><link rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css\" type=\"text/css\" media=\"screen\"/><style type=\"text/css\" media=\"screen\">\n",
       "/*Table containing the selector con the jquery-confirm*/\n",
       "table.pickers{\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:5px;\n",
       "    border-collapse:separate;\n",
       "    margin-left:10%\n",
       "}\n",
       "/*Pickers button style*/\n",
       ".btnp{\n",
       "    background-color: #DDD;\n",
       "    border-radius: 6px;\n",
       "    color: black;\n",
       "    border: 0px;\n",
       "    font-size:13px;\n",
       "}\n",
       ".pickers{\n",
       "    width: 90%;\n",
       "    color: black; \n",
       "}\n",
       "/*Multiple Metrics Selector*/\n",
       "table.multi{\n",
       "    margin-left:10%;\n",
       "    width:90%;\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:3px;\n",
       "    border-collapse:separate;\n",
       "    text-align: left !important;\n",
       "}\n",
       "\n",
       ".multimetric{\n",
       "    overflow-y: scroll;\n",
       "    color: white;\n",
       "    height: 200px;\n",
       "    background-color: #2d2d2d;\n",
       "    border-radius: 6px;\n",
       "    width:100%;\n",
       "}\n",
       "\n",
       "input[type=\"checkbox\"] {\n",
       "    font-weight: normal;\n",
       "    display:inline;\n",
       "    width:19px;\n",
       "    height:19px;\n",
       "    margin:-1px 4px 0 0;\n",
       "    vertical-align:middle;\n",
       "}\n",
       "label{\n",
       "    font-weight:normal;\n",
       "}\n",
       "\n",
       ".value-input{\n",
       "    border-radius:3px;\n",
       "    border: none;\n",
       "    font-size: 12.5px;\n",
       "    width:90%;\n",
       "    color:black\n",
       "}\n",
       ".disabled{\n",
       "    background-color: #DDD;\n",
       "    color: #808080;\n",
       "}\n",
       "</style><div id=\"pickers\" style=\"display:inline-block;margin-top:5px\" align=\"center\"></div><p id=\"load-message\" style=\"margin-top:10px\" align=\"center\">Loading visualization...</p><div id=\"visual6234\" class=\"zd medium\" style=\"width:850px; height:500px; top:20%\"></div><script type=\"text/javascript\">\n",
       "require.config({\n",
       "    paths: {\n",
       "        \"jquery\": \"https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min\",\n",
       "        \"ZoomdataSDK\": \"https://sdk.zoomdata.com:8443/zoomdata/sdk/zoomdata-client.min\",\n",
       "        \"jQueryConfirm\": \"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min\",\n",
       "        \"lodash\":\"https://cdn.jsdelivr.net/lodash/4.14.1/lodash.min\",\n",
       "        \"bootstrap\": \"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min\"\n",
       "    },\n",
       "   shim:{\n",
       "       \"jQueryConfirm\":{\n",
       "           deps:[\"jquery\"]\n",
       "       },\n",
       "       \"bootstrap\":{\n",
       "           deps:[\"jquery\"]\n",
       "       }\n",
       "   }\n",
       "});\n",
       "require([\"ZoomdataSDK\", \"jquery\",\"jQueryConfirm\", \"lodash\", \"bootstrap\"], function(ZoomdataSDK, jquery, jQueryConfirm, lodash, bootstrap) {\n",
       "    //Functions\n",
       "    \n",
       "\n",
       "var metricTypes = [\"NUMBER\",\"INTEGER\",\"MONEY\",\"CALC\"]\n",
       "\n",
       "function setPickers(htmlStr, pickersVal) {\n",
       "    if (pickersVal.length != undefined) { //When is a multi-metric chart\n",
       "        for (pos in pickersVal) {\n",
       "            //Update the checkbox\n",
       "            val = pickersVal[pos].name\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                oldStr = \"value= \\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" checked=\\\"checked\\\"\"\n",
       "                htmlStr = htmlStr.replace(oldStr, newStr)\n",
       "                    //Update the function select\n",
       "                frag = htmlStr.split(val)\n",
       "                val = pickersVal[pos].func\n",
       "                oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" selected=\\\"selected\\\"\"\n",
       "                replace = frag[4].replace(oldStr, newStr)\n",
       "                htmlStr = htmlStr.replace(frag[4], replace)\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    fuseField = pickersVal.hasOwnProperty(\"form\") ? true:false\n",
       "    for (key in pickersVal) {\n",
       "        val = pickersVal[key]\n",
       "        if(typeof(val) == \"string\"){\n",
       "            val = val.replace(\"$\",\"\")\n",
       "        }\n",
       "        if(!fuseField || (fuseField && key !=\"name\") ){\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                if(key == \"sort\"){\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        var index = htmlStr.lastIndexOf(oldStr);\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        sortDrop = htmlStr.substr(index);\n",
       "                        sortDrop = sortDrop.replace(oldStr + \">\", newStr)\n",
       "                        htmlStr = htmlStr.substring(0, index) + sortDrop\n",
       "                }else{\n",
       "                        //Pickers\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        htmlStr = htmlStr.replace(oldStr + \">\", newStr)\n",
       "                    }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return htmlStr\n",
       "}\n",
       "\n",
       "\n",
       "function loadDefinitionPickers(){\n",
       "    //Loads and parse the default visualization values(dimensions and metrics) stored \n",
       "    //in the visualization definition\n",
       "    pickerVals = {}\n",
       "    groupBy = \"Group By\"\n",
       "    dim = window.viz.dataAccessors.getDimensionAccessors()\n",
       "    groupCounts = 1\n",
       "    for (var i = 0; i < dim.length; i++) {\n",
       "        for (acc in dim[i]){\n",
       "            try{\n",
       "                groups = dim[i][acc].getGroup()\n",
       "            }\n",
       "            catch(err){\n",
       "                groups = dim[i][acc].getFields() //Maps\n",
       "            }\n",
       "            groups = (groups != null ) ? [groups]: dim[i][acc].getGroups()\n",
       "            for (var g = 0; g < groups.length; g++) {\n",
       "                accessor = acc\n",
       "                if(acc == \"Multi Group By\"){\n",
       "                    if(groups[g].type == \"ATTRIBUTE\"){\n",
       "                        accessor = groupBy\n",
       "                        //Heat Map & Floating Bubbles contain Group 1 and 2 instead of Group By\n",
       "                        if(groupCounts > 1){\n",
       "                          accessor = \"Group \"+groupCounts.toString()\n",
       "                          if(pickerVals.hasOwnProperty(groupBy)){\n",
       "                              pickerVals[\"Group 1\"] = pickerVals[groupBy]\n",
       "                              delete pickerVals[groupBy]\n",
       "                          }\n",
       "                        } \n",
       "                        groupCounts += 1\n",
       "                    }\n",
       "                    else{\n",
       "                        accessor = \"Trend Attribute\"\n",
       "                    }\n",
       "                }\n",
       "                field = groups[g].form == undefined ? groups[g].name: groups[g].form\n",
       "                pickerVals[accessor] = toPickerFormat(groups[g])\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "\n",
       "    //Load the metrics\n",
       "    met = window.viz.dataAccessors.getMetricAccessors()\n",
       "    for (var i = 0; i < met.length; i++) {\n",
       "        for(acc in met[i]){\n",
       "            m = met[i][acc].getMetric()\n",
       "            m = (m != null ) ? m: met[i][acc].getMetrics()\n",
       "            if(m.length == undefined ){ //Is only one metric\n",
       "                pickerVals[acc] = toPickerFormat(m)\n",
       "            }\n",
       "            else{ //Multimetric charts\n",
       "                pickerVals[acc] =[]\n",
       "                for(k=0; k<m.length; k++){\n",
       "                    pickerVals[acc].push(toPickerFormat(m[k]))\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return pickerVals\n",
       "}\n",
       "\n",
       "function toPickerFormat(field){\n",
       "    picker = {}\n",
       "    if(field.type == \"ATTRIBUTE\" || field.type == \"TIME\" ){\n",
       "                picker = {\n",
       "                    name:  field.name,\n",
       "                    sort:  field.sort.name,\n",
       "                    label: field.label,\n",
       "                    dir:   field.sort.dir.toLowerCase(),\n",
       "                    limit: field.limit,\n",
       "                    type:  field.type\n",
       "                } \n",
       "                if(field.sort.func) picker.mfunc = field.sort.func.toLowerCase()\n",
       "                if(field.func) picker.func = field.func\n",
       "                if(field.granularity) picker.func = field.granularity\n",
       "                if(field.args) picker.args = field.args\n",
       "                if(field.form){\n",
       "                    picker.form = field.form\n",
       "                    picker.forms = field.forms\n",
       "                }\n",
       "    }\n",
       "    else{ //Metrics or an Attribute for histogram\n",
       "            picker = {\n",
       "                name: field.name,\n",
       "                type: field.type,\n",
       "                func: field.func,\n",
       "                label:field.label\n",
       "            } \n",
       "            if(field.name == \"count\") picker.func = undefined\n",
       "            if(field.func) picker.func = field.func.toLowerCase()\n",
       "            if(v_chart.indexOf(\"Histogram\") > -1){\n",
       "                //If field comes from the user picker args is not defined\n",
       "                if(field.args == undefined){\n",
       "                    histfuncs = {\"AUTO\":\"$histogram\", \n",
       "                                \"SIZE\":\"$histogram_by_size\",\n",
       "                                \"COUNT\":\"$histogram_by_count\"}\n",
       "                    picker.func = histfuncs[field.func]\n",
       "                    picker.args = 0\n",
       "                    if(field.size) picker.args = field.size\n",
       "                    if(field.count) picker.args = field.count\n",
       "                }\n",
       "                else{\n",
       "                    picker.args = field.args\n",
       "                }\n",
       "                picker.limit = field.limit\n",
       "                picker.sort = field.name\n",
       "                picker.dir = field.sort.dir.toLowerCase()\n",
       "            }\n",
       "    }\n",
       "    return picker\n",
       "}\n",
       "\n",
       "function getValue(oldval, newval, accessor=false){\n",
       "    if(newval){\n",
       "        if(accessor){ //Is multi-group\n",
       "            console.log(accessor);\n",
       "            if(newval.length == 1){ \n",
       "                if(accessor == \"Group 1\") {\n",
       "                    return toPickerFormat(newval)\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "            else{\n",
       "                //Get which group is (1,2, etc...)\n",
       "                pos = parseInt(accessor.split(\" \")[1])\n",
       "                console.log(\"pos\", pos);\n",
       "                if(newval.length >= pos) {\n",
       "                    return toPickerFormat(newval[pos - 1])\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "        }\n",
       "        return toPickerFormat(newval)\n",
       "    }\n",
       "    return oldval\n",
       "}\n",
       "\n",
       "function loadUserPickers(){\n",
       "    mgroupRegex = /Group [1-9]/g\n",
       "    auxMetric = 1\n",
       "    for (acc in v_pickersValues){\n",
       "        if(acc == \"Group By\"){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.field[0])\n",
       "                setDimension(acc)\n",
       "            }\n",
       "        }\n",
       "        else if(acc.match(mgroupRegex)){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = getValue(v_pickersValues[acc] , v_defPicker.field, acc)\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Trend Attribute\"){\n",
       "            if(v_defPicker.trend){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.trend[0])\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Metric\" || acc == \"Size\" || acc == \"Color Metric\" || acc == \"Bubble Size\"){\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Bar Height\"){ //This belongs to a multiple metrics\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = []\n",
       "                for(i = 0; i < v_defPicker.metric.length; i++){\n",
       "                    v_pickersValues[acc].push(toPickerFormat(v_defPicker.metric[i]))\n",
       "                }\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y Axis\"){ //This could be a multiple metrics\n",
       "            if(v_defPicker.y){\n",
       "                if(v_chart == \"Line Trend: Multiple Metrics\"){\n",
       "                    v_pickersValues[acc] = []\n",
       "                    for(i = 0; i < v_defPicker.y.length; i++){\n",
       "                        v_pickersValues[acc].push(toPickerFormat(v_defPicker.y[i]))\n",
       "                    }\n",
       "                    setMetric(acc)\n",
       "                } \n",
       "                else{\n",
       "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.y[0])\n",
       "                    setMetric(acc)\n",
       "                }\n",
       "        }}\n",
       "        else if(acc == \"X Axis\"){\n",
       "            if(v_defPicker.x){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.x[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y1 Axis\"){\n",
       "            if(v_defPicker.y1){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.y1[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y2 Axis\"){\n",
       "            if(v_defPicker.y2){\n",
       "                v_pickersValues[acc]= toPickerFormat(v_defPicker.y2[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else{ //Other un-handled metrics: Bar Color, Bubble Color...etc\n",
       "            if(v_defPicker.metric && v_defPicker.metric.length > auxMetric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[auxMetric])\n",
       "                setMetric(acc)\n",
       "                auxMetric += 1\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "function makeTable(rows, attrs){\n",
       "    table =  \"<table\"\n",
       "    tableEnd  =  \"</table>\"\n",
       "    for (attr in attrs) {\n",
       "      if(attrs[attr] === false) continue;\n",
       "      table += \" \" + attr + \"=\\\" \" + attrs[attr] + \"\\\"\";\n",
       "\n",
       "    }\n",
       "    table += \">\"\n",
       "    rows.forEach(function(row){\n",
       "        tr = \"<tr>\"\n",
       "        row.forEach(function(val){\n",
       "            tr += \"<td>\"+val+\"</td>\"\n",
       "        })\n",
       "        tr += \"</tr>\"\n",
       "        table += tr\n",
       "    })\n",
       "    return table + tableEnd\n",
       "}\n",
       "\n",
       "function buildHTML(tag, html, attrs){\n",
       "  var h = \"<\" + tag;\n",
       "  for (attr in attrs) {\n",
       "    if(attrs[attr] === false) continue;\n",
       "    h += \" \" + attr + \"= \\\"\" + attrs[attr] + \"\\\"\";\n",
       "  }\n",
       "  return h += html ? \">\" + html + \"</\" + tag + \">\" : \"/>\";\n",
       "}\n",
       "\n",
       "function getDimensionGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if( val.type == \"TIME\" || val.type == \"ATTRIBUTE\" || \n",
       "        ( (metricTypes.indexOf(val.type) > -1) && v_isHistogram ) ){\n",
       "        group = {\n",
       "            \"name\": val.name,\n",
       "            \"label\": val.label,\n",
       "            \"sort\": {\n",
       "                \"name\": val.sort,\n",
       "                \"dir\": val.dir,\n",
       "                \"metricFunc\": val.mfunc\n",
       "            },\n",
       "            \"limit\": val.limit,\n",
       "            \"type\": val.type\n",
       "        }\n",
       "        if (val.type == \"TIME\") {\n",
       "            group.func = val.func; //The granularity\n",
       "            group.sort.name = group.name; //The same time field\n",
       "            delete group.sort.metricFunc; //No operation\n",
       "        }\n",
       "        if (group.sort.name == \"count\" || group.sort.name == group.name) {\n",
       "            delete group.sort.metricFunc;\n",
       "        }\n",
       "        if (v_isHistogram) {\n",
       "            group.func = val.func\n",
       "            group.args = val.args\n",
       "        }\n",
       "        if(val.form){\n",
       "            group.form = val.form\n",
       "            group.forms = val.forms\n",
       "        }\n",
       "        return group\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setDimension(accessorName){\n",
       "    multiGroup = \"Multi Group By\";\n",
       "    if(window.viz.dataAccessors.hasOwnProperty(multiGroup)){\n",
       "        accessor = window.viz.dataAccessors[multiGroup];\n",
       "        groups = [];\n",
       "        for(acc in v_pickersValues){\n",
       "            g = getDimensionGroup(acc)\n",
       "            if(g) groups.push(getDimensionGroup(acc));\n",
       "        }\n",
       "        console.info(multiGroup, groups);\n",
       "        accessor.resetGroups(groups);\n",
       "    }\n",
       "    else{\n",
       "        accessor = window.viz.dataAccessors[accessorName];\n",
       "        group = getDimensionGroup(accessorName);\n",
       "        console.info(accessorName, group);\n",
       "        accessor.resetGroup(group);\n",
       "     }\n",
       "}\n",
       "\n",
       "function getMetricGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if (val.name == \"count\")  return {\"name\":val.name, \"label\":volumeLabel}\n",
       "    if (val.length == undefined) {\n",
       "        if (metricTypes.indexOf(val.type) > -1) {\n",
       "            return { \"name\": val.name, \"func\": val.func, \"label\": val.label }\n",
       "        }\n",
       "    } else {\n",
       "        metrics = []\n",
       "        for (pos in val) {\n",
       "            metrics.push({\n",
       "                \"name\": val[pos].name,\n",
       "                \"func\": val[pos].func,\n",
       "                \"label\": val[pos].label,\n",
       "            })\n",
       "        }\n",
       "        return metrics\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setMetric(accessorName) {\n",
       "    metric = getMetricGroup(accessorName)\n",
       "    accessor = window.viz.dataAccessors[accessorName];\n",
       "    console.log(accessorName, metric)\n",
       "    try{\n",
       "        accessor.setMetric(metric)\n",
       "    }\n",
       "    catch(err){\n",
       "        //This hack is mostly to fix the Line Trend: Multiple Metric bug\n",
       "        accessor.isColor = false; \n",
       "        accessor.resetMetrics(metric)\n",
       "    }\n",
       "}\n",
       "\n",
       "function getFusionLabel(field){\n",
       "    //Returns the fusion field label: ie Event:ID or Event:Name\n",
       "    label = _(fusionFields).filter(f => f.fields.indexOf(field) > -1).map(f => f.label).value()[0]\n",
       "    obj = _(fusionFields).filter({\"label\":label}).value()[0]\n",
       "    return label +\":\"+obj.labels[obj.fields.indexOf(field)]\n",
       "}\n",
       "\n",
       "function organizePickers(pickList, ftype){\n",
       "    for(i=0; i<pickList.length; i++){\n",
       "        fname  = pickList[i].name\n",
       "        flabel = pickList[i].label\n",
       "        if(metricTypes.indexOf(type) > -1) {\n",
       "            //Save the metric field and label\n",
       "            metricFields.fields.push(fname)\n",
       "            metricFields.labels.push(flabel)\n",
       "            metricFields.types.push(ftype)\n",
       "            //Create the select\n",
       "            metOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            //Multiple-metrics\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: fname, type:\"checkbox\", id: fname, name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", this.label, {for: fname})\n",
       "            funcSel = buildHTML(\"select\", funcOpt, { id: fname, class: \"pickers\" })\n",
       "            multiMetricTable.push([checkbox, label, funcSel])\n",
       "        }\n",
       "        else{\n",
       "            dimensionFields.fields.push(fname)\n",
       "            dimensionFields.labels.push(flabel)\n",
       "            dimensionFields.types.push(ftype)\n",
       "            dimOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            if(ftype == \"TIME\"){\n",
       "                trendOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "    //Initial variables declaration\n",
       "    var v_defPicker = {\"trend\": false, \"y2\": false, \"field\": false, \"x\": false, \"y1\": false, \"y\": false, \"metric\": false};var v_credentials = {\"key\": \"58ae011de4b05bcf3fa4b7c7\"};var v_conf = {\"headers\": {\"Authorization\": \"Basic YWRtaW46c2Rrcm9ja3M=\", \"Content-Type\": \"application/vnd.zoomdata.v1+json\"}, \"path\": \"/zoomdata\", \"host\": \"sdk.zoomdata.com\", \"secure\": true, \"port\": 8443};var v_source = \"Ticket Sales\";var v_filters = [];var v_time = null;var v_vars = {};var v_colors = {};var v_divLocation = document.getElementById(\"visual6234\");var v_chart = \"Donut\";var v_showPickers = true;var v_isHistogram = false;\n",
       "\n",
       "    //Main selectors\n",
       "    var dimensionSelect = \"\"\n",
       "    var trendSelect = \"\"\n",
       "    var metricSelect = \"\"\n",
       "\n",
       "    var dimOpt = buildHTML(\"option\",\"Select attribute\", {value:\"\"})\n",
       "    var metOpt = buildHTML(\"option\",\"Select metric\", {value:\"\"})\n",
       "    var trendOpt = buildHTML(\"option\",\"Select attribute \", {value:\"\"})\n",
       "\n",
       "    //The label for the volume may change\n",
       "    var volumeLabel= \"Count\"\n",
       "\n",
       "    //Store the elements to build up the table in multi metrics pickers\n",
       "    var multiMetricTable = []\n",
       "\n",
       "    //Operation for Metric selectors\n",
       "    funcs = [\"Sum\",\"Avg\",\"Min\",\"Max\"]\n",
       "    var funcOpt = \"\"\n",
       "    for(op in funcs){\n",
       "        funcOpt += buildHTML(\"option\", funcs[op], {value: funcs[op].toLowerCase()})\n",
       "    }\n",
       "    var funcSelect = buildHTML(\"select\", funcOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Sort direction selector\n",
       "    sortOpt = buildHTML(\"option\", \"ASC\", {value: \"asc\"})\n",
       "    sortOpt += buildHTML(\"option\", \"DESC\", {value: \"desc\"})\n",
       "    var sortSelect = buildHTML(\"select\", sortOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Chronological and reverse chronological order  for time attributes (trend charts)\n",
       "    cronOpt= buildHTML(\"option\", \"Chronological\", {value: \"asc\"})\n",
       "    cronOpt += buildHTML(\"option\", \"Reverse chronological\", {value: \"desc\"})\n",
       "    var cronSelect = buildHTML(\"select\", cronOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Bars settings for histogram chart\n",
       "    barsOpt = buildHTML(\"option\", \"Auto\", {value: \"histogram\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Limit to\", {value: \"histogram_by_count\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Interval\", {value: \"histogram_by_size\"})\n",
       "    var barsSelect  = buildHTML(\"select\", barsOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Unit time selector\n",
       "    granularities= [\"MINUTE\",\"HOUR\",\"DAY\",\"WEEK\",\"MONTH\",\"YEAR\"]\n",
       "    var timeOpt = \"\"\n",
       "    for(g in granularities){\n",
       "        timeOpt += buildHTML(\"option\", granularities[g], {value:granularities[g]})\n",
       "    }\n",
       "    timeSelect = buildHTML(\"select\", timeOpt , {id: \"time\", class:\"pickers\"})\n",
       "\n",
       "    //This is to validate correct pickers field names/labels specified by the user in graph()\n",
       "    var metricFields = {fields:[], labels:[], types:[]}\n",
       "    var dimensionFields = {fields:[], labels:[], types:[]}\n",
       "    var fusionFields = false\n",
       "\n",
       "    //Start the visualization\n",
       "    ZoomdataSDK.createClient({\n",
       "        \"credentials\": v_credentials,\n",
       "        \"application\": {\n",
       "            \"port\": v_conf[\"port\"],\n",
       "            \"path\": v_conf[\"path\"],\n",
       "            \"host\": v_conf[\"host\"],\n",
       "            \"secure\": v_conf[\"secure\"]\n",
       "        }\n",
       "    }).then(function(client) {\n",
       "        window.client = client;\n",
       "        return (client)\n",
       "    }).then(function(client) {\n",
       "        console.log(\"Requesting visualization...\");\n",
       "        client.visualize({\n",
       "            \"source\": {\n",
       "                \"name\": v_source\n",
       "            },\n",
       "            \"visualization\": v_chart,\n",
       "            \"config\": {\n",
       "                \"filters\": v_filters,\n",
       "                \"time\": v_time,\n",
       "                \"tz\": \"UTC\"\n",
       "            },\n",
       "            \"variables\": v_vars,\n",
       "            \"element\": v_divLocation\n",
       "        }).done(function(result) {\n",
       "            window.viz = result;\n",
       "            console.log(\"Result\",result);\n",
       "\n",
       "            //Set the colors if specified\n",
       "            for(acc in v_colors){\n",
       "                window.viz.dataAccessors[acc].setColorSet(v_colors[acc])\n",
       "            }\n",
       "\n",
       "            //Get the correct label for the volume\n",
       "            volumeLabel = window.viz.source.volumeMetric.label\n",
       "\n",
       "            //Fill the first values for the multimetric table\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: \"count\", type:\"checkbox\", id: \"count\", name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", volumeLabel, {for: \"count\"})\n",
       "            hidden = buildHTML(\"input\", \"\", {data: \"count\", type:\"hidden\"}) //This is a hack for the setPickers function\n",
       "            multiMetricTable.push([checkbox, label, hidden])\n",
       "\n",
       "            //Get the source fields and group them by type\n",
       "            var types = {\"ATTRIBUTE\":[], \"TIME\":[], \"INTEGER\":[], \"NUMBER\":[], \"MONEY\":[], \"TEXT\":[], \"NULL\":[]}\n",
       "            $.each(window.viz.source.objectFields, function() {\n",
       "                if (this.visible) {\n",
       "                    types[this.type].push(this)\n",
       "                }\n",
       "            });\n",
       "\n",
       "            //Populate the pickers\n",
       "            notValid = [\"TEXT\",\"NULL\"]\n",
       "            for(type in types){\n",
       "                if(types[type].length > 0){\n",
       "                    if(metricTypes.indexOf(type) > -1){\n",
       "                        metOpt += buildHTML(\"option\", \"[==\"+type+\"==]\", {value: \"\"})\n",
       "                    }\n",
       "                    else{\n",
       "                        if(notValid.indexOf(type) == -1){\n",
       "                            dimOpt += buildHTML(\"option\", \"[==\"+type+\"==]\", {value: \"\"})\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "                if(notValid.indexOf(type) == -1){\n",
       "                    organizePickers(types[type],type)\n",
       "                }\n",
       "                if(type == \"NUMBER\"){\n",
       "                    //Add the volume to the NUMBER section in the selector\n",
       "                    metOpt += buildHTML(\"option\", volumeLabel, {value:\"count\"})\n",
       "                }\n",
       "            }\n",
       "            \n",
       "            //Check for fusion sources and get the fused attributes\n",
       "            fusedAttrs = window.viz.source.fusedAttributes\n",
       "            if(fusedAttrs.length > 0){\n",
       "                forms = function(c){\n",
       "                    fields = _.map(c.forms, \"form\")\n",
       "                    labels = _.map(c.forms, \"label\")\n",
       "                    return {name:c.name, label: c.label, fields: fields, labels: labels}\n",
       "                }\n",
       "                fusionFields = _.map(fusedAttrs, forms)\n",
       "\n",
       "                //Add the fusion fields to the picker \n",
       "                dimOpt += buildHTML(\"option\", \"[==FUSED ATTRS==]\", {value: \"\"})\n",
       "                _.map(fusionFields,function(f){\n",
       "                    for(i in f.fields){\n",
       "                        dimOpt += buildHTML(\"option\", f.label+\":\"+f.labels[i], {value: f.fields[i]})\n",
       "                    }\n",
       "                })\n",
       "            }\n",
       "\n",
       "            //Check for calc (formulas) fields\n",
       "            var hasCalc = false\n",
       "            $.each(window.viz.source.formulas, function() {\n",
       "                if(!hasCalc){\n",
       "                    metOpt += buildHTML(\"option\", \"[==FORMULAS==]\", {value: \"\"})\n",
       "                    hasCalc = true\n",
       "                }\n",
       "                //Save the metric field and label\n",
       "                metricFields.fields.push(this.name)\n",
       "                metricFields.labels.push(this.label)\n",
       "                metricFields.types.push(\"CALC\")\n",
       "                //Create the select\n",
       "                metOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "            });\n",
       "\n",
       "            dimensionSelect = buildHTML(\"select\", dimOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            trendSelect  = buildHTML(\"select\", trendOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            metricSelect = buildHTML(\"select\", metOpt, {id: \"metric\", class:\"pickers\"})\n",
       "            multiMetric = buildHTML(\"div\", makeTable(multiMetricTable, {class:\"multi\"}), { id: \"multimetric\", class:\"multimetric\" })\n",
       "\n",
       "            //Load the values that comes from the visualization definition\n",
       "            v_pickersValues = loadDefinitionPickers() \n",
       "\n",
       "            //Set the pickers specified by the user (if any) in graph()\n",
       "            if(v_defPicker) loadUserPickers()\n",
       "            console.log(\"Pickers\",v_pickersValues)\n",
       "            \n",
       "            //Set the dimension & metric pickers buttons in the DOM\n",
       "            if (v_showPickers) { //If the user wants to see the pickers\n",
       "                pickers = \"\"\n",
       "                for (acc in v_pickersValues) {\n",
       "                    id = acc.toLowerCase().replace(/ /g, \"-\")\n",
       "                    text = acc\n",
       "                    vals = v_pickersValues[acc]\n",
       "                    if (vals.type == \"ATTRIBUTE\" || vals.type == \"TIME\") {\n",
       "                        label = dimensionFields.labels[dimensionFields.fields.indexOf(vals.name)]\n",
       "                        //If no attr label found is a fusion source\n",
       "                        if(label == undefined) label = getFusionLabel(vals.form)\n",
       "                        text = acc + \": <b>\" + label + \"</b>\"\n",
       "                        if (vals.func != null && !v_isHistogram) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                        pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-dimension btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                        pickers += \"&nbsp;\"\n",
       "                    } else {\n",
       "                        label = (vals.name == \"count\") ? volumeLabel : metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                        if (!v_isHistogram){\n",
       "                            if (vals.length == undefined) {\n",
       "                                text = acc + \": <b>\" + label + \"</b>\"\n",
       "                                if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                            } else { //A multi-metric chart\n",
       "                                if (acc.indexOf(\"Color\") == -1) { //Do not show Bar Color metric for Bars: Multiple Metrics\n",
       "                                    text = acc + \": <b> (\" + vals.length.toString() + \" selected)</b>\"\n",
       "                                    if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                    pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-multi-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                    pickers += \"&nbsp;\"\n",
       "                                }\n",
       "                            }\n",
       "                        }\n",
       "                        else{ //A histogram bar\n",
       "                                label = metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                                text = \"Histogram: <b>\" + label + \"</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-histogram btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                        }\n",
       "\n",
       "                    }\n",
       "                }\n",
       "                $(\"div#pickers\").html(pickers)\n",
       "            }\n",
       "\n",
       "            //Remove the loading message\n",
       "            $(\"#load-message\").html(\"\");\n",
       "\n",
       "        }); //done \n",
       "    }); //then\n",
       "\n",
       "    //Pickers handlers\n",
       "    \n",
       "\n",
       "//Dimension Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-dimension\", function () {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var limitInput = buildHTML(\"input\",\"\",{ id:\"limit\", \n",
       "                                            value: v_pickersValues[btnAccessor].limit, \n",
       "                                            class:\"value-input\"})\n",
       "    //Place in the sort by select, the selected dimension\n",
       "    dim = v_pickersValues[btnAccessor].name\n",
       "    label = dimensionFields.labels[dimensionFields.fields.indexOf(dim)]\n",
       "    var type = dimensionFields.types[dimensionFields.fields.indexOf(dim)]\n",
       "    //If no attr label found (due to this.false) then is a fusion source\n",
       "    if(label == undefined){\n",
       "        label = v_pickersValues[btnAccessor].label\n",
       "    } \n",
       "    find = \"</option></select>\"\n",
       "    selDimOpt = buildHTML(\"option\", label , { value: dim })\n",
       "    selDimOpt = \"<option>[==ATTRIBUTE==]</option></option>\" + selDimOpt + \"</select>\"\n",
       "    var newMetricSelect = metricSelect.replace(find, selDimOpt)\n",
       "    var newFuncSelect = funcSelect\n",
       "    var newSortSelect = sortSelect \n",
       "\n",
       "    //Set the func select as disabled and the label to alphabetical if sort = field\n",
       "    if(dim == v_pickersValues[btnAccessor].sort){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "        newSortSelect = sortSelect.replace(\"ASC\", \"Alphabetical\")\n",
       "        newSortSelect = newSortSelect.replace(\"DESC\", \"Reverse alphabetical\")\n",
       "    }\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].sort == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "\n",
       "    if(type == \"ATTRIBUTE\"){\n",
       "        table = [[\"Attribute\",dimensionSelect],\n",
       "                 [\"Sort By\", newMetricSelect],\n",
       "                 [\"Operator\", newFuncSelect ], \n",
       "                 [\"Order\",newSortSelect ],\n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    else{ //TIME\n",
       "        table = [[\"Time Attribute\",trendSelect], \n",
       "                 [\"Granularity\", timeSelect], \n",
       "                 [\"Order\", cronSelect], \n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    var content = makeTable(table,{class:\"pickers\"})\n",
       "    //Load the selectors with the last used values\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButton: \"Apply\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#dimension\").val()\n",
       "            var time = this.$b.find(\"#time\").val()\n",
       "            var sortby = this.$b.find(\"#metric\").val()\n",
       "            var metFunc = this.$b.find(\"#func\").val()\n",
       "            var dir = this.$b.find(\"#sort\").val()\n",
       "            var limit = this.$b.find(\"#limit\").val()\n",
       "            var label = this.$b.find(\"#dimension option:selected\").text()\n",
       "            //Save the values\n",
       "            type = dimensionFields.types[dimensionFields.fields.indexOf(field)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: field,\n",
       "                func: time,\n",
       "                sort: sortby,\n",
       "                mfunc: metFunc,\n",
       "                dir: dir,\n",
       "                limit: parseInt(limit),\n",
       "                type: type\n",
       "            }\n",
       "            //Check if is a fusion attribute the value is not in the fields names (this.visible == false)\n",
       "            if(dimensionFields.fields.indexOf(field) == -1)\n",
       "            {\n",
       "               //Search the fuse attr (Label:Form)\n",
       "               args = label.split(\":\")\n",
       "               grp = _(window.viz.source.fusedAttributes).filter({\"label\":args[0]}).value()[0]\n",
       "               //Fill the picker value\n",
       "               v_pickersValues[btnAccessor].form = field\n",
       "               v_pickersValues[btnAccessor].name = grp.name\n",
       "               v_pickersValues[btnAccessor].forms = grp.forms\n",
       "               v_pickersValues[btnAccessor].label = args[0]\n",
       "            }\n",
       "            //If selected sortby is the attribute name, func must be null\n",
       "            if(metricFields.fields.indexOf(sortby) == -1){\n",
       "                v_pickersValues[btnAccessor].mfunc = undefined\n",
       "            }\n",
       "            //Set the dimension\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected dimension\n",
       "            fieldLabel = btnAccessor + \": <b>\"+label+\"</b>\"\n",
       "            if(type == \"TIME\") { \n",
       "                fieldLabel += \"<b> (\"+time+\")</b>\"\n",
       "            }\n",
       "            btn.html(fieldLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Metric Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var newFuncSelect = funcSelect\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].name == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Operator\", newFuncSelect ]]\n",
       "    //var content = multiMetric\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var met = this.$b.find(\"#metric\").val()\n",
       "            var func = this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            func = (met == \"count\") ? \"\" : func\n",
       "            //Save the values\n",
       "            type = metricFields.types[metricFields.fields.indexOf(met)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: met,\n",
       "                func: func,\n",
       "                type: type\n",
       "            }\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            metLabel = btnAccessor+\": <b>\"+label+\"</b>\"\n",
       "            if(func != \"\"){\n",
       "                metLabel += \"<b> (\"+func+\")</b>\" \n",
       "            }\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Histogram Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-histogram\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var argsInput = buildHTML(\"input\",\"\",{ id:\"args\", \n",
       "                                            value: v_pickersValues[btnAccessor].args, \n",
       "                                            class:\"value-input\"})\n",
       "    //Set the args input as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].func == \"$histogram\"){\n",
       "        find = \"value-input\\\"\"\n",
       "        rep = \"value-input disabled\\\" disabled=\\\"disabled\\\"\"\n",
       "        argsInput = argsInput.replace(find, rep)\n",
       "        argsInput = argsInput.replace(\"undefined\", \"0\")\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Bars Settings\", barsSelect],[\"Bars\", argsInput]]\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    var type = v_pickersValues[btnAccessor].type \n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: \"Histogram Settings\",\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#metric\").val()\n",
       "            var histgrm = \"$\"+this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            var args = this.$b.find(\"#args\").val()\n",
       "            dir = v_pickersValues[btnAccessor].dir\n",
       "            type = metricFields.types[metricFields.fields.indexOf(field)]\n",
       "            //Save the values\n",
       "                v_pickersValues[btnAccessor] = {\n",
       "                    name: field,\n",
       "                    sort: field,\n",
       "                    func: histgrm,\n",
       "                    mfunc: undefined,\n",
       "                    label: label,\n",
       "                    args: parseInt(args),\n",
       "                    dir: dir,\n",
       "                    limit: 10000,\n",
       "                    type: type\n",
       "                }\n",
       "\n",
       "            //Set the metric\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            label = \"Histogram: <b>\"+label+\"</b>\"\n",
       "            btn.html(label)\n",
       "\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Multi-Metric Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-multi-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    content = multiMetric\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function() {\n",
       "            values = []\n",
       "            $(\"input[name=\\\"multi-metrics\\\"]:checked\").each(function() {\n",
       "               values.push(this.value); \n",
       "            });\n",
       "            console.log(values)\n",
       "            v_pickersValues[btnAccessor] = []\n",
       "            for(pos in values){\n",
       "                v = values[pos]\n",
       "                type = metricFields.types[metricFields.fields.indexOf(v)]\n",
       "                v_pickersValues[btnAccessor].push({\n",
       "                    name: v,\n",
       "                    label: this.$b.find(\"label[for=\\\"\"+v+\"\\\"]\").text(),\n",
       "                    func: this.$b.find(\"select#\"+v).val(),\n",
       "                    type: type\n",
       "                })\n",
       "            }\n",
       "            console.log(v_pickersValues)\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with amount of selected metrics\n",
       "            metLabel = btnAccessor+\": <b> (\"+values.length.toString()+\" selected)</b>\"\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Disable the operation selector if users selects \"count\"\n",
       "$(\"body\").on(\"change\", \"select#metric\", function(){\n",
       "    met = $(\"select#metric\").val();\n",
       "    if(met == \"count\"){\n",
       "        $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"select#func\").prop(\"disabled\", false);\n",
       "    }\n",
       "})\n",
       "\n",
       "//Disable the value input if bars setting for histogram is auto\n",
       "$(\"body\").on(\"change\", \"select#func\", function(){\n",
       "    setting = $(\"select#func\").val();\n",
       "    if(setting == \"histogram\"){\n",
       "        $(\"#args\").prop(\"disabled\", true);\n",
       "        $(\"#args\").addClass(\"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"#args\").prop(\"disabled\", false);\n",
       "        $(\"#args\").removeClass(\"disabled\");\n",
       "    }\n",
       "})\n",
       "\n",
       "//Append dimension to metric to allow alphabetical sorting\n",
       "$(\"body\").on(\"change\", \"select#dimension\", function() {\n",
       "   if($(\"select#metric option\").length != metricFields.fields.length ){\n",
       "      $(\"select#metric\").find(\"option:last\").remove();\n",
       "   }\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    value = $( \"select#dimension option:selected\" ).val()\n",
       "    //Validate fusion fields    \n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "        value = _(fusionFields).filter({\"label\":text}).value()[0].name\n",
       "    }\n",
       "   $(\"select#metric\").append($(\"<option>\", { value:value, text: text }));\n",
       "   if($(\"select#dimension option:selected\").text() != $( \"select#metric option:selected\" ).text()){\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "   }\n",
       "})\n",
       "\n",
       "$(\"body\").on(\"change\", \"select#metric\", function() {\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "    }\n",
       "    if (text == $(\"select#metric option:selected\").text()) {\n",
       "      $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "      $(\"select#sort option:contains(\\\"ASC\\\")\").text(\"Alphabetical\");\n",
       "      $(\"select#sort option:contains(\\\"DESC\\\")\").text(\"Reverse alphabetical\");\n",
       "   }\n",
       "   else{\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "      $(\"select#sort option:contains(\\\"Alphabetical\\\")\").text(\"ASC\");\n",
       "      $(\"select#sort option:contains(\\\"Reverse alphabetical\\\")\").text(\"DESC\");\n",
       "   }\n",
       "})\n",
       "\n",
       "\n",
       "})\n",
       "\n",
       "</script></div>' \n",
       "                            src='' \n",
       "                            width='890' \n",
       "                            height='590' \n",
       "                            frameborder='0'>\n",
       "                        </iframe> "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# The graph function is now: (Note here the extra parenthesis at the end, is equivalent to .execute())\n",
    "ticket.graph.chart('Donut')()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<html>\n",
      " <head>\n",
      "  <link href=\"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min.css\" media=\"screen\" rel=\"stylesheet\" type=\"text/css\"/>\n",
      "  <link href=\"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css\" media=\"screen\" rel=\"stylesheet\" type=\"text/css\"/>\n",
      "  <style media=\"screen\" type=\"text/css\">\n",
      "   /*Table containing the selector con the jquery-confirm*/\n",
      "table.pickers{\n",
      "    color:white !important; \n",
      "    font-size:14px;\n",
      "    border-spacing:5px;\n",
      "    border-collapse:separate;\n",
      "    margin-left:10%\n",
      "}\n",
      "/*Pickers button style*/\n",
      ".btnp{\n",
      "    background-color: #DDD;\n",
      "    border-radius: 6px;\n",
      "    color: black;\n",
      "    border: 0px;\n",
      "    font-size:13px;\n",
      "}\n",
      ".pickers{\n",
      "    width: 90%;\n",
      "    color: black; \n",
      "}\n",
      "/*Multiple Metrics Selector*/\n",
      "table.multi{\n",
      "    margin-left:10%;\n",
      "    width:90%;\n",
      "    color:white !important; \n",
      "    font-size:14px;\n",
      "    border-spacing:3px;\n",
      "    border-collapse:separate;\n",
      "    text-align: left !important;\n",
      "}\n",
      "\n",
      ".multimetric{\n",
      "    overflow-y: scroll;\n",
      "    color: white;\n",
      "    height: 200px;\n",
      "    background-color: #2d2d2d;\n",
      "    border-radius: 6px;\n",
      "    width:100%;\n",
      "}\n",
      "\n",
      "input[type=\"checkbox\"] {\n",
      "    font-weight: normal;\n",
      "    display:inline;\n",
      "    width:19px;\n",
      "    height:19px;\n",
      "    margin:-1px 4px 0 0;\n",
      "    vertical-align:middle;\n",
      "}\n",
      "label{\n",
      "    font-weight:normal;\n",
      "}\n",
      "\n",
      ".value-input{\n",
      "    border-radius:3px;\n",
      "    border: none;\n",
      "    font-size: 12.5px;\n",
      "    width:90%;\n",
      "    color:black\n",
      "}\n",
      ".disabled{\n",
      "    background-color: #DDD;\n",
      "    color: #808080;\n",
      "}\n",
      "  </style>\n",
      " </head>\n",
      " <body>\n",
      "  <div align=\"center\" id=\"pickers\" style=\"display:inline-block;margin-top:5px\">\n",
      "  </div>\n",
      "  <p align=\"center\" id=\"load-message\" style=\"margin-top:10px\">\n",
      "   Loading visualization...\n",
      "  </p>\n",
      "  <div class=\"zd medium\" id=\"visual6234\" style=\"width:850px; height:500px; top:20%\">\n",
      "  </div>\n",
      " </body>\n",
      "</html>\n",
      "< script type = \"text/javascript\" >\n",
      "    require.config({\n",
      "        paths: {\n",
      "            \"jquery\": \"https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min\",\n",
      "            \"ZoomdataSDK\": \"https://sdk.zoomdata.com:8443/zoomdata/sdk/zoomdata-client.min\",\n",
      "            \"jQueryConfirm\": \"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min\",\n",
      "            \"lodash\": \"https://cdn.jsdelivr.net/lodash/4.14.1/lodash.min\",\n",
      "            \"bootstrap\": \"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min\"\n",
      "        },\n",
      "        shim: {\n",
      "            \"jQueryConfirm\": {\n",
      "                deps: [\"jquery\"]\n",
      "            },\n",
      "            \"bootstrap\": {\n",
      "                deps: [\"jquery\"]\n",
      "            }\n",
      "        }\n",
      "    });\n",
      "require([\"ZoomdataSDK\", \"jquery\", \"jQueryConfirm\", \"lodash\", \"bootstrap\"], function(ZoomdataSDK, jquery, jQueryConfirm, lodash, bootstrap) {\n",
      "    //Functions\n",
      "\n",
      "\n",
      "    var metricTypes = [\"NUMBER\", \"INTEGER\", \"MONEY\", \"CALC\"]\n",
      "\n",
      "    function setPickers(htmlStr, pickersVal) {\n",
      "        if (pickersVal.length != undefined) { //When is a multi-metric chart\n",
      "            for (pos in pickersVal) {\n",
      "                //Update the checkbox\n",
      "                val = pickersVal[pos].name\n",
      "                if (htmlStr.indexOf(val) > -1) {\n",
      "                    oldStr = \"value= \\\"\" + val + \"\\\"\"\n",
      "                    newStr = oldStr + \" checked=\\\"checked\\\"\"\n",
      "                    htmlStr = htmlStr.replace(oldStr, newStr)\n",
      "                        //Update the function select\n",
      "                    frag = htmlStr.split(val)\n",
      "                    val = pickersVal[pos].func\n",
      "                    oldStr = \"\\\"\" + val + \"\\\"\"\n",
      "                    newStr = oldStr + \" selected=\\\"selected\\\"\"\n",
      "                    replace = frag[4].replace(oldStr, newStr)\n",
      "                    htmlStr = htmlStr.replace(frag[4], replace)\n",
      "                }\n",
      "            }\n",
      "        }\n",
      "        fuseField = pickersVal.hasOwnProperty(\"form\") ? true : false\n",
      "        for (key in pickersVal) {\n",
      "            val = pickersVal[key]\n",
      "            if (typeof(val) == \"string\") {\n",
      "                val = val.replace(\"$\", \"\")\n",
      "            }\n",
      "            if (!fuseField || (fuseField && key != \"name\")) {\n",
      "                if (htmlStr.indexOf(val) > -1) {\n",
      "                    if (key == \"sort\") {\n",
      "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
      "                        var index = htmlStr.lastIndexOf(oldStr);\n",
      "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
      "                        sortDrop = htmlStr.substr(index);\n",
      "                        sortDrop = sortDrop.replace(oldStr + \">\", newStr)\n",
      "                        htmlStr = htmlStr.substring(0, index) + sortDrop\n",
      "                    } else {\n",
      "                        //Pickers\n",
      "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
      "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
      "                        htmlStr = htmlStr.replace(oldStr + \">\", newStr)\n",
      "                    }\n",
      "                }\n",
      "            }\n",
      "        }\n",
      "        return htmlStr\n",
      "    }\n",
      "\n",
      "\n",
      "    function loadDefinitionPickers() {\n",
      "        //Loads and parse the default visualization values(dimensions and metrics) stored \n",
      "        //in the visualization definition\n",
      "        pickerVals = {}\n",
      "        groupBy = \"Group By\"\n",
      "        dim = window.viz.dataAccessors.getDimensionAccessors()\n",
      "        groupCounts = 1\n",
      "        for (var i = 0; i < dim.length; i++) {\n",
      "            for (acc in dim[i]) {\n",
      "                try {\n",
      "                    groups = dim[i][acc].getGroup()\n",
      "                } catch (err) {\n",
      "                    groups = dim[i][acc].getFields() //Maps\n",
      "                }\n",
      "                groups = (groups != null) ? [groups] : dim[i][acc].getGroups()\n",
      "                for (var g = 0; g < groups.length; g++) {\n",
      "                    accessor = acc\n",
      "                    if (acc == \"Multi Group By\") {\n",
      "                        if (groups[g].type == \"ATTRIBUTE\") {\n",
      "                            accessor = groupBy\n",
      "                                //Heat Map & Floating Bubbles contain Group 1 and 2 instead of Group By\n",
      "                            if (groupCounts > 1) {\n",
      "                                accessor = \"Group \" + groupCounts.toString()\n",
      "                                if (pickerVals.hasOwnProperty(groupBy)) {\n",
      "                                    pickerVals[\"Group 1\"] = pickerVals[groupBy]\n",
      "                                    delete pickerVals[groupBy]\n",
      "                                }\n",
      "                            }\n",
      "                            groupCounts += 1\n",
      "                        } else {\n",
      "                            accessor = \"Trend Attribute\"\n",
      "                        }\n",
      "                    }\n",
      "                    field = groups[g].form == undefined ? groups[g].name : groups[g].form\n",
      "                    pickerVals[accessor] = toPickerFormat(groups[g])\n",
      "                }\n",
      "            }\n",
      "        }\n",
      "\n",
      "        //Load the metrics\n",
      "        met = window.viz.dataAccessors.getMetricAccessors()\n",
      "        for (var i = 0; i < met.length; i++) {\n",
      "            for (acc in met[i]) {\n",
      "                m = met[i][acc].getMetric()\n",
      "                m = (m != null) ? m : met[i][acc].getMetrics()\n",
      "                if (m.length == undefined) { //Is only one metric\n",
      "                    pickerVals[acc] = toPickerFormat(m)\n",
      "                } else { //Multimetric charts\n",
      "                    pickerVals[acc] = []\n",
      "                    for (k = 0; k < m.length; k++) {\n",
      "                        pickerVals[acc].push(toPickerFormat(m[k]))\n",
      "                    }\n",
      "                }\n",
      "            }\n",
      "        }\n",
      "        return pickerVals\n",
      "    }\n",
      "\n",
      "    function toPickerFormat(field) {\n",
      "        picker = {}\n",
      "        if (field.type == \"ATTRIBUTE\" || field.type == \"TIME\") {\n",
      "            picker = {\n",
      "                name: field.name,\n",
      "                sort: field.sort.name,\n",
      "                label: field.label,\n",
      "                dir: field.sort.dir.toLowerCase(),\n",
      "                limit: field.limit,\n",
      "                type: field.type\n",
      "            }\n",
      "            if (field.sort.func) picker.mfunc = field.sort.func.toLowerCase()\n",
      "            if (field.func) picker.func = field.func\n",
      "            if (field.granularity) picker.func = field.granularity\n",
      "            if (field.args) picker.args = field.args\n",
      "            if (field.form) {\n",
      "                picker.form = field.form\n",
      "                picker.forms = field.forms\n",
      "            }\n",
      "        } else { //Metrics or an Attribute for histogram\n",
      "            picker = {\n",
      "                name: field.name,\n",
      "                type: field.type,\n",
      "                func: field.func,\n",
      "                label: field.label\n",
      "            }\n",
      "            if (field.name == \"count\") picker.func = undefined\n",
      "            if (field.func) picker.func = field.func.toLowerCase()\n",
      "            if (v_chart.indexOf(\"Histogram\") > -1) {\n",
      "                //If field comes from the user picker args is not defined\n",
      "                if (field.args == undefined) {\n",
      "                    histfuncs = {\n",
      "                        \"AUTO\": \"$histogram\",\n",
      "                        \"SIZE\": \"$histogram_by_size\",\n",
      "                        \"COUNT\": \"$histogram_by_count\"\n",
      "                    }\n",
      "                    picker.func = histfuncs[field.func]\n",
      "                    picker.args = 0\n",
      "                    if (field.size) picker.args = field.size\n",
      "                    if (field.count) picker.args = field.count\n",
      "                } else {\n",
      "                    picker.args = field.args\n",
      "                }\n",
      "                picker.limit = field.limit\n",
      "                picker.sort = field.name\n",
      "                picker.dir = field.sort.dir.toLowerCase()\n",
      "            }\n",
      "        }\n",
      "        return picker\n",
      "    }\n",
      "\n",
      "    function getValue(oldval, newval, accessor = false) {\n",
      "        if (newval) {\n",
      "            if (accessor) { //Is multi-group\n",
      "                console.log(accessor);\n",
      "                if (newval.length == 1) {\n",
      "                    if (accessor == \"Group 1\") {\n",
      "                        return toPickerFormat(newval)\n",
      "                    }\n",
      "                    return oldval;\n",
      "                } else {\n",
      "                    //Get which group is (1,2, etc...)\n",
      "                    pos = parseInt(accessor.split(\" \")[1])\n",
      "                    console.log(\"pos\", pos);\n",
      "                    if (newval.length >= pos) {\n",
      "                        return toPickerFormat(newval[pos - 1])\n",
      "                    }\n",
      "                    return oldval;\n",
      "                }\n",
      "            }\n",
      "            return toPickerFormat(newval)\n",
      "        }\n",
      "        return oldval\n",
      "    }\n",
      "\n",
      "    function loadUserPickers() {\n",
      "        mgroupRegex = /Group [1-9]/g\n",
      "        auxMetric = 1\n",
      "        for (acc in v_pickersValues) {\n",
      "            if (acc == \"Group By\") {\n",
      "                if (v_defPicker.field) {\n",
      "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.field[0])\n",
      "                    setDimension(acc)\n",
      "                }\n",
      "            } else if (acc.match(mgroupRegex)) {\n",
      "                if (v_defPicker.field) {\n",
      "                    v_pickersValues[acc] = getValue(v_pickersValues[acc], v_defPicker.field, acc)\n",
      "                    setDimension(acc)\n",
      "                }\n",
      "            } else if (acc == \"Trend Attribute\") {\n",
      "                if (v_defPicker.trend) {\n",
      "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.trend[0])\n",
      "                    setDimension(acc)\n",
      "                }\n",
      "            } else if (acc == \"Metric\" || acc == \"Size\" || acc == \"Color Metric\" || acc == \"Bubble Size\") {\n",
      "                if (v_defPicker.metric) {\n",
      "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[0])\n",
      "                    setMetric(acc)\n",
      "                }\n",
      "            } else if (acc == \"Bar Height\") { //This belongs to a multiple metrics\n",
      "                if (v_defPicker.metric) {\n",
      "                    v_pickersValues[acc] = []\n",
      "                    for (i = 0; i < v_defPicker.metric.length; i++) {\n",
      "                        v_pickersValues[acc].push(toPickerFormat(v_defPicker.metric[i]))\n",
      "                    }\n",
      "                    setMetric(acc)\n",
      "                }\n",
      "            } else if (acc == \"Y Axis\") { //This could be a multiple metrics\n",
      "                if (v_defPicker.y) {\n",
      "                    if (v_chart == \"Line Trend: Multiple Metrics\") {\n",
      "                        v_pickersValues[acc] = []\n",
      "                        for (i = 0; i < v_defPicker.y.length; i++) {\n",
      "                            v_pickersValues[acc].push(toPickerFormat(v_defPicker.y[i]))\n",
      "                        }\n",
      "                        setMetric(acc)\n",
      "                    } else {\n",
      "                        v_pickersValues[acc] = toPickerFormat(v_defPicker.y[0])\n",
      "                        setMetric(acc)\n",
      "                    }\n",
      "                }\n",
      "            } else if (acc == \"X Axis\") {\n",
      "                if (v_defPicker.x) {\n",
      "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.x[0])\n",
      "                    setMetric(acc)\n",
      "                }\n",
      "            } else if (acc == \"Y1 Axis\") {\n",
      "                if (v_defPicker.y1) {\n",
      "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.y1[0])\n",
      "                    setMetric(acc)\n",
      "                }\n",
      "            } else if (acc == \"Y2 Axis\") {\n",
      "                if (v_defPicker.y2) {\n",
      "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.y2[0])\n",
      "                    setMetric(acc)\n",
      "                }\n",
      "            } else { //Other un-handled metrics: Bar Color, Bubble Color...etc\n",
      "                if (v_defPicker.metric && v_defPicker.metric.length > auxMetric) {\n",
      "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[auxMetric])\n",
      "                    setMetric(acc)\n",
      "                    auxMetric += 1\n",
      "                }\n",
      "            }\n",
      "        }\n",
      "    }\n",
      "\n",
      "    function makeTable(rows, attrs) {\n",
      "        table = \"<table\"\n",
      "        tableEnd = \"</table>\"\n",
      "        for (attr in attrs) {\n",
      "            if (attrs[attr] === false) continue;\n",
      "            table += \" \" + attr + \"=\\\" \" + attrs[attr] + \"\\\"\";\n",
      "\n",
      "        }\n",
      "        table += \">\"\n",
      "        rows.forEach(function(row) {\n",
      "            tr = \"<tr>\"\n",
      "            row.forEach(function(val) {\n",
      "                tr += \"<td>\" + val + \"</td>\"\n",
      "            })\n",
      "            tr += \"</tr>\"\n",
      "            table += tr\n",
      "        })\n",
      "        return table + tableEnd\n",
      "    }\n",
      "\n",
      "    function buildHTML(tag, html, attrs) {\n",
      "        var h = \"<\" + tag;\n",
      "        for (attr in attrs) {\n",
      "            if (attrs[attr] === false) continue;\n",
      "            h += \" \" + attr + \"= \\\"\" + attrs[attr] + \"\\\"\";\n",
      "        }\n",
      "        return h += html ? \">\" + html + \"</\" + tag + \">\" : \"/>\";\n",
      "    }\n",
      "\n",
      "    function getDimensionGroup(accessor) {\n",
      "        val = v_pickersValues[accessor]\n",
      "        if (val.type == \"TIME\" || val.type == \"ATTRIBUTE\" ||\n",
      "            ((metricTypes.indexOf(val.type) > -1) && v_isHistogram)) {\n",
      "            group = {\n",
      "                \"name\": val.name,\n",
      "                \"label\": val.label,\n",
      "                \"sort\": {\n",
      "                    \"name\": val.sort,\n",
      "                    \"dir\": val.dir,\n",
      "                    \"metricFunc\": val.mfunc\n",
      "                },\n",
      "                \"limit\": val.limit,\n",
      "                \"type\": val.type\n",
      "            }\n",
      "            if (val.type == \"TIME\") {\n",
      "                group.func = val.func; //The granularity\n",
      "                group.sort.name = group.name; //The same time field\n",
      "                delete group.sort.metricFunc; //No operation\n",
      "            }\n",
      "            if (group.sort.name == \"count\" || group.sort.name == group.name) {\n",
      "                delete group.sort.metricFunc;\n",
      "            }\n",
      "            if (v_isHistogram) {\n",
      "                group.func = val.func\n",
      "                group.args = val.args\n",
      "            }\n",
      "            if (val.form) {\n",
      "                group.form = val.form\n",
      "                group.forms = val.forms\n",
      "            }\n",
      "            return group\n",
      "        }\n",
      "        return false\n",
      "    }\n",
      "\n",
      "\n",
      "    function setDimension(accessorName) {\n",
      "        multiGroup = \"Multi Group By\";\n",
      "        if (window.viz.dataAccessors.hasOwnProperty(multiGroup)) {\n",
      "            accessor = window.viz.dataAccessors[multiGroup];\n",
      "            groups = [];\n",
      "            for (acc in v_pickersValues) {\n",
      "                g = getDimensionGroup(acc)\n",
      "                if (g) groups.push(getDimensionGroup(acc));\n",
      "            }\n",
      "            console.info(multiGroup, groups);\n",
      "            accessor.resetGroups(groups);\n",
      "        } else {\n",
      "            accessor = window.viz.dataAccessors[accessorName];\n",
      "            group = getDimensionGroup(accessorName);\n",
      "            console.info(accessorName, group);\n",
      "            accessor.resetGroup(group);\n",
      "        }\n",
      "    }\n",
      "\n",
      "    function getMetricGroup(accessor) {\n",
      "        val = v_pickersValues[accessor]\n",
      "        if (val.name == \"count\") return {\n",
      "            \"name\": val.name,\n",
      "            \"label\": volumeLabel\n",
      "        }\n",
      "        if (val.length == undefined) {\n",
      "            if (metricTypes.indexOf(val.type) > -1) {\n",
      "                return {\n",
      "                    \"name\": val.name,\n",
      "                    \"func\": val.func,\n",
      "                    \"label\": val.label\n",
      "                }\n",
      "            }\n",
      "        } else {\n",
      "            metrics = []\n",
      "            for (pos in val) {\n",
      "                metrics.push({\n",
      "                    \"name\": val[pos].name,\n",
      "                    \"func\": val[pos].func,\n",
      "                    \"label\": val[pos].label,\n",
      "                })\n",
      "            }\n",
      "            return metrics\n",
      "        }\n",
      "        return false\n",
      "    }\n",
      "\n",
      "\n",
      "    function setMetric(accessorName) {\n",
      "        metric = getMetricGroup(accessorName)\n",
      "        accessor = window.viz.dataAccessors[accessorName];\n",
      "        console.log(accessorName, metric)\n",
      "        try {\n",
      "            accessor.setMetric(metric)\n",
      "        } catch (err) {\n",
      "            //This hack is mostly to fix the Line Trend: Multiple Metric bug\n",
      "            accessor.isColor = false;\n",
      "            accessor.resetMetrics(metric)\n",
      "        }\n",
      "    }\n",
      "\n",
      "    function getFusionLabel(field) {\n",
      "        //Returns the fusion field label: ie Event:ID or Event:Name\n",
      "        label = _(fusionFields).filter(f => f.fields.indexOf(field) > -1).map(f => f.label).value()[0]\n",
      "        obj = _(fusionFields).filter({\n",
      "            \"label\": label\n",
      "        }).value()[0]\n",
      "        return label + \":\" + obj.labels[obj.fields.indexOf(field)]\n",
      "    }\n",
      "\n",
      "    function organizePickers(pickList, ftype) {\n",
      "        for (i = 0; i < pickList.length; i++) {\n",
      "            fname = pickList[i].name\n",
      "            flabel = pickList[i].label\n",
      "            if (metricTypes.indexOf(type) > -1) {\n",
      "                //Save the metric field and label\n",
      "                metricFields.fields.push(fname)\n",
      "                metricFields.labels.push(flabel)\n",
      "                metricFields.types.push(ftype)\n",
      "                    //Create the select\n",
      "                metOpt += buildHTML(\"option\", flabel, {\n",
      "                        value: fname\n",
      "                    })\n",
      "                    //Multiple-metrics\n",
      "                checkbox = buildHTML(\"input\", \"\", {\n",
      "                    value: fname,\n",
      "                    type: \"checkbox\",\n",
      "                    id: fname,\n",
      "                    name: \"multi-metrics\"\n",
      "                })\n",
      "                label = buildHTML(\"label\", this.label, {\n",
      "                    for: fname\n",
      "                })\n",
      "                funcSel = buildHTML(\"select\", funcOpt, {\n",
      "                    id: fname,\n",
      "                    class: \"pickers\"\n",
      "                })\n",
      "                multiMetricTable.push([checkbox, label, funcSel])\n",
      "            } else {\n",
      "                dimensionFields.fields.push(fname)\n",
      "                dimensionFields.labels.push(flabel)\n",
      "                dimensionFields.types.push(ftype)\n",
      "                dimOpt += buildHTML(\"option\", flabel, {\n",
      "                    value: fname\n",
      "                })\n",
      "                if (ftype == \"TIME\") {\n",
      "                    trendOpt += buildHTML(\"option\", flabel, {\n",
      "                        value: fname\n",
      "                    })\n",
      "                }\n",
      "            }\n",
      "        }\n",
      "    }\n",
      "\n",
      "\n",
      "\n",
      "    //Initial variables declaration\n",
      "    var v_defPicker = {\n",
      "        \"trend\": false,\n",
      "        \"y2\": false,\n",
      "        \"field\": false,\n",
      "        \"x\": false,\n",
      "        \"y1\": false,\n",
      "        \"y\": false,\n",
      "        \"metric\": false\n",
      "    };\n",
      "    var v_credentials = {\n",
      "        \"key\": \"58ae011de4b05bcf3fa4b7c7\"\n",
      "    };\n",
      "    var v_conf = {\n",
      "        \"headers\": {\n",
      "            \"Authorization\": \"Basic YWRtaW46c2Rrcm9ja3M=\",\n",
      "            \"Content-Type\": \"application/vnd.zoomdata.v1+json\"\n",
      "        },\n",
      "        \"path\": \"/zoomdata\",\n",
      "        \"host\": \"sdk.zoomdata.com\",\n",
      "        \"secure\": true,\n",
      "        \"port\": 8443\n",
      "    };\n",
      "    var v_source = \"Ticket Sales\";\n",
      "    var v_filters = [];\n",
      "    var v_time = null;\n",
      "    var v_vars = {};\n",
      "    var v_colors = {};\n",
      "    var v_divLocation = document.getElementById(\"visual6234\");\n",
      "    var v_chart = \"Donut\";\n",
      "    var v_showPickers = true;\n",
      "    var v_isHistogram = false;\n",
      "\n",
      "    //Main selectors\n",
      "    var dimensionSelect = \"\"\n",
      "    var trendSelect = \"\"\n",
      "    var metricSelect = \"\"\n",
      "\n",
      "    var dimOpt = buildHTML(\"option\", \"Select attribute\", {\n",
      "        value: \"\"\n",
      "    })\n",
      "    var metOpt = buildHTML(\"option\", \"Select metric\", {\n",
      "        value: \"\"\n",
      "    })\n",
      "    var trendOpt = buildHTML(\"option\", \"Select attribute \", {\n",
      "        value: \"\"\n",
      "    })\n",
      "\n",
      "    //The label for the volume may change\n",
      "    var volumeLabel = \"Count\"\n",
      "\n",
      "    //Store the elements to build up the table in multi metrics pickers\n",
      "    var multiMetricTable = []\n",
      "\n",
      "    //Operation for Metric selectors\n",
      "    funcs = [\"Sum\", \"Avg\", \"Min\", \"Max\"]\n",
      "    var funcOpt = \"\"\n",
      "    for (op in funcs) {\n",
      "        funcOpt += buildHTML(\"option\", funcs[op], {\n",
      "            value: funcs[op].toLowerCase()\n",
      "        })\n",
      "    }\n",
      "    var funcSelect = buildHTML(\"select\", funcOpt, {\n",
      "        id: \"func\",\n",
      "        class: \"pickers\"\n",
      "    })\n",
      "\n",
      "    //Sort direction selector\n",
      "    sortOpt = buildHTML(\"option\", \"ASC\", {\n",
      "        value: \"asc\"\n",
      "    })\n",
      "    sortOpt += buildHTML(\"option\", \"DESC\", {\n",
      "        value: \"desc\"\n",
      "    })\n",
      "    var sortSelect = buildHTML(\"select\", sortOpt, {\n",
      "        id: \"sort\",\n",
      "        class: \"pickers\"\n",
      "    })\n",
      "\n",
      "    //Chronological and reverse chronological order  for time attributes (trend charts)\n",
      "    cronOpt = buildHTML(\"option\", \"Chronological\", {\n",
      "        value: \"asc\"\n",
      "    })\n",
      "    cronOpt += buildHTML(\"option\", \"Reverse chronological\", {\n",
      "        value: \"desc\"\n",
      "    })\n",
      "    var cronSelect = buildHTML(\"select\", cronOpt, {\n",
      "        id: \"sort\",\n",
      "        class: \"pickers\"\n",
      "    })\n",
      "\n",
      "    //Bars settings for histogram chart\n",
      "    barsOpt = buildHTML(\"option\", \"Auto\", {\n",
      "        value: \"histogram\"\n",
      "    })\n",
      "    barsOpt += buildHTML(\"option\", \"Limit to\", {\n",
      "        value: \"histogram_by_count\"\n",
      "    })\n",
      "    barsOpt += buildHTML(\"option\", \"Interval\", {\n",
      "        value: \"histogram_by_size\"\n",
      "    })\n",
      "    var barsSelect = buildHTML(\"select\", barsOpt, {\n",
      "        id: \"func\",\n",
      "        class: \"pickers\"\n",
      "    })\n",
      "\n",
      "    //Unit time selector\n",
      "    granularities = [\"MINUTE\", \"HOUR\", \"DAY\", \"WEEK\", \"MONTH\", \"YEAR\"]\n",
      "    var timeOpt = \"\"\n",
      "    for (g in granularities) {\n",
      "        timeOpt += buildHTML(\"option\", granularities[g], {\n",
      "            value: granularities[g]\n",
      "        })\n",
      "    }\n",
      "    timeSelect = buildHTML(\"select\", timeOpt, {\n",
      "        id: \"time\",\n",
      "        class: \"pickers\"\n",
      "    })\n",
      "\n",
      "    //This is to validate correct pickers field names/labels specified by the user in graph()\n",
      "    var metricFields = {\n",
      "        fields: [],\n",
      "        labels: [],\n",
      "        types: []\n",
      "    }\n",
      "    var dimensionFields = {\n",
      "        fields: [],\n",
      "        labels: [],\n",
      "        types: []\n",
      "    }\n",
      "    var fusionFields = false\n",
      "\n",
      "    //Start the visualization\n",
      "    ZoomdataSDK.createClient({\n",
      "        \"credentials\": v_credentials,\n",
      "        \"application\": {\n",
      "            \"port\": v_conf[\"port\"],\n",
      "            \"path\": v_conf[\"path\"],\n",
      "            \"host\": v_conf[\"host\"],\n",
      "            \"secure\": v_conf[\"secure\"]\n",
      "        }\n",
      "    }).then(function(client) {\n",
      "        window.client = client;\n",
      "        return (client)\n",
      "    }).then(function(client) {\n",
      "        console.log(\"Requesting visualization...\");\n",
      "        client.visualize({\n",
      "            \"source\": {\n",
      "                \"name\": v_source\n",
      "            },\n",
      "            \"visualization\": v_chart,\n",
      "            \"config\": {\n",
      "                \"filters\": v_filters,\n",
      "                \"time\": v_time,\n",
      "                \"tz\": \"UTC\"\n",
      "            },\n",
      "            \"variables\": v_vars,\n",
      "            \"element\": v_divLocation\n",
      "        }).done(function(result) {\n",
      "            window.viz = result;\n",
      "            console.log(\"Result\", result);\n",
      "\n",
      "            //Set the colors if specified\n",
      "            for (acc in v_colors) {\n",
      "                window.viz.dataAccessors[acc].setColorSet(v_colors[acc])\n",
      "            }\n",
      "\n",
      "            //Get the correct label for the volume\n",
      "            volumeLabel = window.viz.source.volumeMetric.label\n",
      "\n",
      "            //Fill the first values for the multimetric table\n",
      "            checkbox = buildHTML(\"input\", \"\", {\n",
      "                value: \"count\",\n",
      "                type: \"checkbox\",\n",
      "                id: \"count\",\n",
      "                name: \"multi-metrics\"\n",
      "            })\n",
      "            label = buildHTML(\"label\", volumeLabel, {\n",
      "                for: \"count\"\n",
      "            })\n",
      "            hidden = buildHTML(\"input\", \"\", {\n",
      "                    data: \"count\",\n",
      "                    type: \"hidden\"\n",
      "                }) //This is a hack for the setPickers function\n",
      "            multiMetricTable.push([checkbox, label, hidden])\n",
      "\n",
      "            //Get the source fields and group them by type\n",
      "            var types = {\n",
      "                \"ATTRIBUTE\": [],\n",
      "                \"TIME\": [],\n",
      "                \"INTEGER\": [],\n",
      "                \"NUMBER\": [],\n",
      "                \"MONEY\": [],\n",
      "                \"TEXT\": [],\n",
      "                \"NULL\": []\n",
      "            }\n",
      "            $.each(window.viz.source.objectFields, function() {\n",
      "                if (this.visible) {\n",
      "                    types[this.type].push(this)\n",
      "                }\n",
      "            });\n",
      "\n",
      "            //Populate the pickers\n",
      "            notValid = [\"TEXT\", \"NULL\"]\n",
      "            for (type in types) {\n",
      "                if (types[type].length > 0) {\n",
      "                    if (metricTypes.indexOf(type) > -1) {\n",
      "                        metOpt += buildHTML(\"option\", \"[==\" + type + \"==]\", {\n",
      "                            value: \"\"\n",
      "                        })\n",
      "                    } else {\n",
      "                        if (notValid.indexOf(type) == -1) {\n",
      "                            dimOpt += buildHTML(\"option\", \"[==\" + type + \"==]\", {\n",
      "                                value: \"\"\n",
      "                            })\n",
      "                        }\n",
      "                    }\n",
      "                }\n",
      "                if (notValid.indexOf(type) == -1) {\n",
      "                    organizePickers(types[type], type)\n",
      "                }\n",
      "                if (type == \"NUMBER\") {\n",
      "                    //Add the volume to the NUMBER section in the selector\n",
      "                    metOpt += buildHTML(\"option\", volumeLabel, {\n",
      "                        value: \"count\"\n",
      "                    })\n",
      "                }\n",
      "            }\n",
      "\n",
      "            //Check for fusion sources and get the fused attributes\n",
      "            fusedAttrs = window.viz.source.fusedAttributes\n",
      "            if (fusedAttrs.length > 0) {\n",
      "                forms = function(c) {\n",
      "                    fields = _.map(c.forms, \"form\")\n",
      "                    labels = _.map(c.forms, \"label\")\n",
      "                    return {\n",
      "                        name: c.name,\n",
      "                        label: c.label,\n",
      "                        fields: fields,\n",
      "                        labels: labels\n",
      "                    }\n",
      "                }\n",
      "                fusionFields = _.map(fusedAttrs, forms)\n",
      "\n",
      "                //Add the fusion fields to the picker \n",
      "                dimOpt += buildHTML(\"option\", \"[==FUSED ATTRS==]\", {\n",
      "                    value: \"\"\n",
      "                })\n",
      "                _.map(fusionFields, function(f) {\n",
      "                    for (i in f.fields) {\n",
      "                        dimOpt += buildHTML(\"option\", f.label + \":\" + f.labels[i], {\n",
      "                            value: f.fields[i]\n",
      "                        })\n",
      "                    }\n",
      "                })\n",
      "            }\n",
      "\n",
      "            //Check for calc (formulas) fields\n",
      "            var hasCalc = false\n",
      "            $.each(window.viz.source.formulas, function() {\n",
      "                if (!hasCalc) {\n",
      "                    metOpt += buildHTML(\"option\", \"[==FORMULAS==]\", {\n",
      "                        value: \"\"\n",
      "                    })\n",
      "                    hasCalc = true\n",
      "                }\n",
      "                //Save the metric field and label\n",
      "                metricFields.fields.push(this.name)\n",
      "                metricFields.labels.push(this.label)\n",
      "                metricFields.types.push(\"CALC\")\n",
      "                    //Create the select\n",
      "                metOpt += buildHTML(\"option\", this.label, {\n",
      "                    value: this.name\n",
      "                })\n",
      "            });\n",
      "\n",
      "            dimensionSelect = buildHTML(\"select\", dimOpt, {\n",
      "                id: \"dimension\",\n",
      "                class: \"pickers\"\n",
      "            })\n",
      "            trendSelect = buildHTML(\"select\", trendOpt, {\n",
      "                id: \"dimension\",\n",
      "                class: \"pickers\"\n",
      "            })\n",
      "            metricSelect = buildHTML(\"select\", metOpt, {\n",
      "                id: \"metric\",\n",
      "                class: \"pickers\"\n",
      "            })\n",
      "            multiMetric = buildHTML(\"div\", makeTable(multiMetricTable, {\n",
      "                class: \"multi\"\n",
      "            }), {\n",
      "                id: \"multimetric\",\n",
      "                class: \"multimetric\"\n",
      "            })\n",
      "\n",
      "            //Load the values that comes from the visualization definition\n",
      "            v_pickersValues = loadDefinitionPickers()\n",
      "\n",
      "            //Set the pickers specified by the user (if any) in graph()\n",
      "            if (v_defPicker) loadUserPickers()\n",
      "            console.log(\"Pickers\", v_pickersValues)\n",
      "\n",
      "            //Set the dimension & metric pickers buttons in the DOM\n",
      "            if (v_showPickers) { //If the user wants to see the pickers\n",
      "                pickers = \"\"\n",
      "                for (acc in v_pickersValues) {\n",
      "                    id = acc.toLowerCase().replace(/ /g, \"-\")\n",
      "                    text = acc\n",
      "                    vals = v_pickersValues[acc]\n",
      "                    if (vals.type == \"ATTRIBUTE\" || vals.type == \"TIME\") {\n",
      "                        label = dimensionFields.labels[dimensionFields.fields.indexOf(vals.name)]\n",
      "                            //If no attr label found is a fusion source\n",
      "                        if (label == undefined) label = getFusionLabel(vals.form)\n",
      "                        text = acc + \": <b>\" + label + \"</b>\"\n",
      "                        if (vals.func != null && !v_isHistogram) text += \"<b> (\" + vals.func + \")</b>\"\n",
      "                        pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-dimension btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
      "                        pickers += \"&nbsp;\"\n",
      "                    } else {\n",
      "                        label = (vals.name == \"count\") ? volumeLabel : metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
      "                        if (!v_isHistogram) {\n",
      "                            if (vals.length == undefined) {\n",
      "                                text = acc + \": <b>\" + label + \"</b>\"\n",
      "                                if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
      "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
      "                                pickers += \"&nbsp;\"\n",
      "                            } else { //A multi-metric chart\n",
      "                                if (acc.indexOf(\"Color\") == -1) { //Do not show Bar Color metric for Bars: Multiple Metrics\n",
      "                                    text = acc + \": <b> (\" + vals.length.toString() + \" selected)</b>\"\n",
      "                                    if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
      "                                    pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-multi-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
      "                                    pickers += \"&nbsp;\"\n",
      "                                }\n",
      "                            }\n",
      "                        } else { //A histogram bar\n",
      "                            label = metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
      "                            text = \"Histogram: <b>\" + label + \"</b>\"\n",
      "                            pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-histogram btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
      "                            pickers += \"&nbsp;\"\n",
      "                        }\n",
      "\n",
      "                    }\n",
      "                }\n",
      "                $(\"div#pickers\").html(pickers)\n",
      "            }\n",
      "\n",
      "            //Remove the loading message\n",
      "            $(\"#load-message\").html(\"\");\n",
      "\n",
      "        }); //done \n",
      "    }); //then\n",
      "\n",
      "    //Pickers handlers\n",
      "\n",
      "\n",
      "    //Dimension Handler\n",
      "    $(\"body\").on(\"click\", \"button.btn-dimension\", function() {\n",
      "        var btn = $(this)\n",
      "        var btnAccessor = btn.attr(\"data-name\")\n",
      "        var limitInput = buildHTML(\"input\", \"\", {\n",
      "                id: \"limit\",\n",
      "                value: v_pickersValues[btnAccessor].limit,\n",
      "                class: \"value-input\"\n",
      "            })\n",
      "            //Place in the sort by select, the selected dimension\n",
      "        dim = v_pickersValues[btnAccessor].name\n",
      "        label = dimensionFields.labels[dimensionFields.fields.indexOf(dim)]\n",
      "        var type = dimensionFields.types[dimensionFields.fields.indexOf(dim)]\n",
      "            //If no attr label found (due to this.false) then is a fusion source\n",
      "        if (label == undefined) {\n",
      "            label = v_pickersValues[btnAccessor].label\n",
      "        }\n",
      "        find = \"</option></select>\"\n",
      "        selDimOpt = buildHTML(\"option\", label, {\n",
      "            value: dim\n",
      "        })\n",
      "        selDimOpt = \"<option>[==ATTRIBUTE==]</option></option>\" + selDimOpt + \"</select>\"\n",
      "        var newMetricSelect = metricSelect.replace(find, selDimOpt)\n",
      "        var newFuncSelect = funcSelect\n",
      "        var newSortSelect = sortSelect\n",
      "\n",
      "        //Set the func select as disabled and the label to alphabetical if sort = field\n",
      "        if (dim == v_pickersValues[btnAccessor].sort) {\n",
      "            find = \"id= \\\"func\\\"\"\n",
      "            rep = find + \" disabled\"\n",
      "            newFuncSelect = funcSelect.replace(find, rep)\n",
      "            newSortSelect = sortSelect.replace(\"ASC\", \"Alphabetical\")\n",
      "            newSortSelect = newSortSelect.replace(\"DESC\", \"Reverse alphabetical\")\n",
      "        }\n",
      "        //Set the func select as disabled if sort is count\n",
      "        if (v_pickersValues[btnAccessor].sort == \"count\") {\n",
      "            find = \"id= \\\"func\\\"\"\n",
      "            rep = find + \" disabled\"\n",
      "            newFuncSelect = funcSelect.replace(find, rep)\n",
      "        }\n",
      "\n",
      "        if (type == \"ATTRIBUTE\") {\n",
      "            table = [\n",
      "                [\"Attribute\", dimensionSelect],\n",
      "                [\"Sort By\", newMetricSelect],\n",
      "                [\"Operator\", newFuncSelect],\n",
      "                [\"Order\", newSortSelect],\n",
      "                [\"Limit\", limitInput]\n",
      "            ]\n",
      "        } else { //TIME\n",
      "            table = [\n",
      "                [\"Time Attribute\", trendSelect],\n",
      "                [\"Granularity\", timeSelect],\n",
      "                [\"Order\", cronSelect],\n",
      "                [\"Limit\", limitInput]\n",
      "            ]\n",
      "        }\n",
      "        var content = makeTable(table, {\n",
      "                class: \"pickers\"\n",
      "            })\n",
      "            //Load the selectors with the last used values\n",
      "        content = setPickers(content, v_pickersValues[btnAccessor])\n",
      "        $.confirm({\n",
      "            title: btnAccessor,\n",
      "            theme: \"black\",\n",
      "            confirmButton: \"Apply\",\n",
      "            confirmButtonClass: \"btn-success\",\n",
      "            content: content,\n",
      "            confirm: function() {\n",
      "                var field = this.$b.find(\"#dimension\").val()\n",
      "                var time = this.$b.find(\"#time\").val()\n",
      "                var sortby = this.$b.find(\"#metric\").val()\n",
      "                var metFunc = this.$b.find(\"#func\").val()\n",
      "                var dir = this.$b.find(\"#sort\").val()\n",
      "                var limit = this.$b.find(\"#limit\").val()\n",
      "                var label = this.$b.find(\"#dimension option:selected\").text()\n",
      "                    //Save the values\n",
      "                type = dimensionFields.types[dimensionFields.fields.indexOf(field)]\n",
      "                v_pickersValues[btnAccessor] = {\n",
      "                        name: field,\n",
      "                        func: time,\n",
      "                        sort: sortby,\n",
      "                        mfunc: metFunc,\n",
      "                        dir: dir,\n",
      "                        limit: parseInt(limit),\n",
      "                        type: type\n",
      "                    }\n",
      "                    //Check if is a fusion attribute the value is not in the fields names (this.visible == false)\n",
      "                if (dimensionFields.fields.indexOf(field) == -1) {\n",
      "                    //Search the fuse attr (Label:Form)\n",
      "                    args = label.split(\":\")\n",
      "                    grp = _(window.viz.source.fusedAttributes).filter({\n",
      "                            \"label\": args[0]\n",
      "                        }).value()[0]\n",
      "                        //Fill the picker value\n",
      "                    v_pickersValues[btnAccessor].form = field\n",
      "                    v_pickersValues[btnAccessor].name = grp.name\n",
      "                    v_pickersValues[btnAccessor].forms = grp.forms\n",
      "                    v_pickersValues[btnAccessor].label = args[0]\n",
      "                }\n",
      "                //If selected sortby is the attribute name, func must be null\n",
      "                if (metricFields.fields.indexOf(sortby) == -1) {\n",
      "                    v_pickersValues[btnAccessor].mfunc = undefined\n",
      "                }\n",
      "                //Set the dimension\n",
      "                setDimension(btnAccessor)\n",
      "                    //Update the button text with the selected dimension\n",
      "                fieldLabel = btnAccessor + \": <b>\" + label + \"</b>\"\n",
      "                if (type == \"TIME\") {\n",
      "                    fieldLabel += \"<b> (\" + time + \")</b>\"\n",
      "                }\n",
      "                btn.html(fieldLabel)\n",
      "            }\n",
      "        })\n",
      "    })\n",
      "\n",
      "    //Metric Handler\n",
      "    $(\"body\").on(\"click\", \"button.btn-metric\", function() {\n",
      "        var btn = $(this)\n",
      "        var btnAccessor = btn.attr(\"data-name\")\n",
      "        var newFuncSelect = funcSelect\n",
      "            //Set the func select as disabled if sort is count\n",
      "        if (v_pickersValues[btnAccessor].name == \"count\") {\n",
      "            find = \"id= \\\"func\\\"\"\n",
      "            rep = find + \" disabled\"\n",
      "            newFuncSelect = funcSelect.replace(find, rep)\n",
      "        }\n",
      "        table = [\n",
      "                [\"Metric\", metricSelect],\n",
      "                [\"Operator\", newFuncSelect]\n",
      "            ]\n",
      "            //var content = multiMetric\n",
      "        var content = makeTable(table, {\n",
      "            class: \"pickers\"\n",
      "        })\n",
      "        content = setPickers(content, v_pickersValues[btnAccessor])\n",
      "        $.confirm({\n",
      "            title: btnAccessor,\n",
      "            theme: \"black\",\n",
      "            confirmButtonClass: \"btn-success\",\n",
      "            confirmButton: \"Apply\",\n",
      "            content: content,\n",
      "            confirm: function() {\n",
      "                var met = this.$b.find(\"#metric\").val()\n",
      "                var func = this.$b.find(\"#func\").val()\n",
      "                var label = this.$b.find(\"#metric option:selected\").text()\n",
      "                func = (met == \"count\") ? \"\" : func\n",
      "                    //Save the values\n",
      "                type = metricFields.types[metricFields.fields.indexOf(met)]\n",
      "                v_pickersValues[btnAccessor] = {\n",
      "                        name: met,\n",
      "                        func: func,\n",
      "                        type: type\n",
      "                    }\n",
      "                    //Set the metric\n",
      "                setMetric(btnAccessor)\n",
      "                    //Update the button text with the selected metric\n",
      "                metLabel = btnAccessor + \": <b>\" + label + \"</b>\"\n",
      "                if (func != \"\") {\n",
      "                    metLabel += \"<b> (\" + func + \")</b>\"\n",
      "                }\n",
      "                btn.html(metLabel)\n",
      "            }\n",
      "        })\n",
      "    })\n",
      "\n",
      "    //Histogram Handler\n",
      "    $(\"body\").on(\"click\", \"button.btn-histogram\", function() {\n",
      "        var btn = $(this)\n",
      "        var btnAccessor = btn.attr(\"data-name\")\n",
      "        var argsInput = buildHTML(\"input\", \"\", {\n",
      "                id: \"args\",\n",
      "                value: v_pickersValues[btnAccessor].args,\n",
      "                class: \"value-input\"\n",
      "            })\n",
      "            //Set the args input as disabled if sort is count\n",
      "        if (v_pickersValues[btnAccessor].func == \"$histogram\") {\n",
      "            find = \"value-input\\\"\"\n",
      "            rep = \"value-input disabled\\\" disabled=\\\"disabled\\\"\"\n",
      "            argsInput = argsInput.replace(find, rep)\n",
      "            argsInput = argsInput.replace(\"undefined\", \"0\")\n",
      "        }\n",
      "        table = [\n",
      "            [\"Metric\", metricSelect],\n",
      "            [\"Bars Settings\", barsSelect],\n",
      "            [\"Bars\", argsInput]\n",
      "        ]\n",
      "        var content = makeTable(table, {\n",
      "            class: \"pickers\"\n",
      "        })\n",
      "        var type = v_pickersValues[btnAccessor].type\n",
      "        content = setPickers(content, v_pickersValues[btnAccessor])\n",
      "        $.confirm({\n",
      "            title: \"Histogram Settings\",\n",
      "            theme: \"black\",\n",
      "            confirmButtonClass: \"btn-success\",\n",
      "            confirmButton: \"Apply\",\n",
      "            content: content,\n",
      "            confirm: function() {\n",
      "                var field = this.$b.find(\"#metric\").val()\n",
      "                var histgrm = \"$\" + this.$b.find(\"#func\").val()\n",
      "                var label = this.$b.find(\"#metric option:selected\").text()\n",
      "                var args = this.$b.find(\"#args\").val()\n",
      "                dir = v_pickersValues[btnAccessor].dir\n",
      "                type = metricFields.types[metricFields.fields.indexOf(field)]\n",
      "                    //Save the values\n",
      "                v_pickersValues[btnAccessor] = {\n",
      "                    name: field,\n",
      "                    sort: field,\n",
      "                    func: histgrm,\n",
      "                    mfunc: undefined,\n",
      "                    label: label,\n",
      "                    args: parseInt(args),\n",
      "                    dir: dir,\n",
      "                    limit: 10000,\n",
      "                    type: type\n",
      "                }\n",
      "\n",
      "                //Set the metric\n",
      "                setDimension(btnAccessor)\n",
      "                    //Update the button text with the selected metric\n",
      "                label = \"Histogram: <b>\" + label + \"</b>\"\n",
      "                btn.html(label)\n",
      "\n",
      "            }\n",
      "        })\n",
      "    })\n",
      "\n",
      "    //Multi-Metric Handler\n",
      "    $(\"body\").on(\"click\", \"button.btn-multi-metric\", function() {\n",
      "        var btn = $(this)\n",
      "        var btnAccessor = btn.attr(\"data-name\")\n",
      "        content = multiMetric\n",
      "        content = setPickers(content, v_pickersValues[btnAccessor])\n",
      "        $.confirm({\n",
      "            title: btnAccessor,\n",
      "            theme: \"black\",\n",
      "            confirmButtonClass: \"btn-success\",\n",
      "            confirmButton: \"Apply\",\n",
      "            content: content,\n",
      "            confirm: function() {\n",
      "                values = []\n",
      "                $(\"input[name=\\\"multi-metrics\\\"]:checked\").each(function() {\n",
      "                    values.push(this.value);\n",
      "                });\n",
      "                console.log(values)\n",
      "                v_pickersValues[btnAccessor] = []\n",
      "                for (pos in values) {\n",
      "                    v = values[pos]\n",
      "                    type = metricFields.types[metricFields.fields.indexOf(v)]\n",
      "                    v_pickersValues[btnAccessor].push({\n",
      "                        name: v,\n",
      "                        label: this.$b.find(\"label[for=\\\"\" + v + \"\\\"]\").text(),\n",
      "                        func: this.$b.find(\"select#\" + v).val(),\n",
      "                        type: type\n",
      "                    })\n",
      "                }\n",
      "                console.log(v_pickersValues)\n",
      "                    //Set the metric\n",
      "                setMetric(btnAccessor)\n",
      "                    //Update the button text with amount of selected metrics\n",
      "                metLabel = btnAccessor + \": <b> (\" + values.length.toString() + \" selected)</b>\"\n",
      "                btn.html(metLabel)\n",
      "            }\n",
      "        })\n",
      "    })\n",
      "\n",
      "    //Disable the operation selector if users selects \"count\"\n",
      "    $(\"body\").on(\"change\", \"select#metric\", function() {\n",
      "        met = $(\"select#metric\").val();\n",
      "        if (met == \"count\") {\n",
      "            $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
      "        } else {\n",
      "            $(\"select#func\").prop(\"disabled\", false);\n",
      "        }\n",
      "    })\n",
      "\n",
      "    //Disable the value input if bars setting for histogram is auto\n",
      "    $(\"body\").on(\"change\", \"select#func\", function() {\n",
      "        setting = $(\"select#func\").val();\n",
      "        if (setting == \"histogram\") {\n",
      "            $(\"#args\").prop(\"disabled\", true);\n",
      "            $(\"#args\").addClass(\"disabled\");\n",
      "        } else {\n",
      "            $(\"#args\").prop(\"disabled\", false);\n",
      "            $(\"#args\").removeClass(\"disabled\");\n",
      "        }\n",
      "    })\n",
      "\n",
      "    //Append dimension to metric to allow alphabetical sorting\n",
      "    $(\"body\").on(\"change\", \"select#dimension\", function() {\n",
      "        if ($(\"select#metric option\").length != metricFields.fields.length) {\n",
      "            $(\"select#metric\").find(\"option:last\").remove();\n",
      "        }\n",
      "        text = $(\"select#dimension option:selected\").text()\n",
      "        value = $(\"select#dimension option:selected\").val()\n",
      "            //Validate fusion fields    \n",
      "        if (text.indexOf(\":\") > -1) {\n",
      "            text = text.split(\":\")[0]\n",
      "            value = _(fusionFields).filter({\n",
      "                \"label\": text\n",
      "            }).value()[0].name\n",
      "        }\n",
      "        $(\"select#metric\").append($(\"<option>\", {\n",
      "            value: value,\n",
      "            text: text\n",
      "        }));\n",
      "        if ($(\"select#dimension option:selected\").text() != $(\"select#metric option:selected\").text()) {\n",
      "            $(\"select#func\").prop(\"disabled\", false);\n",
      "        }\n",
      "    })\n",
      "\n",
      "    $(\"body\").on(\"change\", \"select#metric\", function() {\n",
      "        text = $(\"select#dimension option:selected\").text()\n",
      "        if (text.indexOf(\":\") > -1) {\n",
      "            text = text.split(\":\")[0]\n",
      "        }\n",
      "        if (text == $(\"select#metric option:selected\").text()) {\n",
      "            $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
      "            $(\"select#sort option:contains(\\\"ASC\\\")\").text(\"Alphabetical\");\n",
      "            $(\"select#sort option:contains(\\\"DESC\\\")\").text(\"Reverse alphabetical\");\n",
      "        } else {\n",
      "            $(\"select#func\").prop(\"disabled\", false);\n",
      "            $(\"select#sort option:contains(\\\"Alphabetical\\\")\").text(\"ASC\");\n",
      "            $(\"select#sort option:contains(\\\"Reverse alphabetical\\\")\").text(\"DESC\");\n",
      "        }\n",
      "    })\n",
      "\n",
      "\n",
      "})\n",
      "\n",
      "<\n",
      "/script>\n"
     ]
    }
   ],
   "source": [
    "ticket.graph._getRawHtml()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                        <script type=\"text/javascript\">var kernel = IPython.notebook.kernel</script>\n",
       "                        <iframe \n",
       "                            srcdoc='<div align=\"center\"><script src=\"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js\"></script> <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min.css\" type=\"text/css\" media=\"screen\"/><link rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css\" type=\"text/css\" media=\"screen\"/><style type=\"text/css\" media=\"screen\">\n",
       "/*Table containing the selector con the jquery-confirm*/\n",
       "table.pickers{\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:5px;\n",
       "    border-collapse:separate;\n",
       "    margin-left:10%\n",
       "}\n",
       "/*Pickers button style*/\n",
       ".btnp{\n",
       "    background-color: #DDD;\n",
       "    border-radius: 6px;\n",
       "    color: black;\n",
       "    border: 0px;\n",
       "    font-size:13px;\n",
       "}\n",
       ".pickers{\n",
       "    width: 90%;\n",
       "    color: black; \n",
       "}\n",
       "/*Multiple Metrics Selector*/\n",
       "table.multi{\n",
       "    margin-left:10%;\n",
       "    width:90%;\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:3px;\n",
       "    border-collapse:separate;\n",
       "    text-align: left !important;\n",
       "}\n",
       "\n",
       ".multimetric{\n",
       "    overflow-y: scroll;\n",
       "    color: white;\n",
       "    height: 200px;\n",
       "    background-color: #2d2d2d;\n",
       "    border-radius: 6px;\n",
       "    width:100%;\n",
       "}\n",
       "\n",
       "input[type=\"checkbox\"] {\n",
       "    font-weight: normal;\n",
       "    display:inline;\n",
       "    width:19px;\n",
       "    height:19px;\n",
       "    margin:-1px 4px 0 0;\n",
       "    vertical-align:middle;\n",
       "}\n",
       "label{\n",
       "    font-weight:normal;\n",
       "}\n",
       "\n",
       ".value-input{\n",
       "    border-radius:3px;\n",
       "    border: none;\n",
       "    font-size: 12.5px;\n",
       "    width:90%;\n",
       "    color:black\n",
       "}\n",
       ".disabled{\n",
       "    background-color: #DDD;\n",
       "    color: #808080;\n",
       "}\n",
       "</style><div id=\"pickers\" style=\"display:inline-block;margin-top:5px\" align=\"center\"></div><p id=\"load-message\" style=\"margin-top:10px\" align=\"center\">Loading visualization...</p><div id=\"visual6527\" class=\"zd medium\" style=\"width:850px; height:500px; top:20%\"></div><script type=\"text/javascript\">\n",
       "require.config({\n",
       "    paths: {\n",
       "        \"jquery\": \"https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min\",\n",
       "        \"ZoomdataSDK\": \"https://sdk.zoomdata.com:8443/zoomdata/sdk/zoomdata-client.min\",\n",
       "        \"jQueryConfirm\": \"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min\",\n",
       "        \"lodash\":\"https://cdn.jsdelivr.net/lodash/4.14.1/lodash.min\",\n",
       "        \"bootstrap\": \"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min\"\n",
       "    },\n",
       "   shim:{\n",
       "       \"jQueryConfirm\":{\n",
       "           deps:[\"jquery\"]\n",
       "       },\n",
       "       \"bootstrap\":{\n",
       "           deps:[\"jquery\"]\n",
       "       }\n",
       "   }\n",
       "});\n",
       "require([\"ZoomdataSDK\", \"jquery\",\"jQueryConfirm\", \"lodash\", \"bootstrap\"], function(ZoomdataSDK, jquery, jQueryConfirm, lodash, bootstrap) {\n",
       "    //Functions\n",
       "    \n",
       "\n",
       "var metricTypes = [\"NUMBER\",\"INTEGER\",\"MONEY\",\"CALC\"]\n",
       "\n",
       "function setPickers(htmlStr, pickersVal) {\n",
       "    if (pickersVal.length != undefined) { //When is a multi-metric chart\n",
       "        for (pos in pickersVal) {\n",
       "            //Update the checkbox\n",
       "            val = pickersVal[pos].name\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                oldStr = \"value= \\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" checked=\\\"checked\\\"\"\n",
       "                htmlStr = htmlStr.replace(oldStr, newStr)\n",
       "                    //Update the function select\n",
       "                frag = htmlStr.split(val)\n",
       "                val = pickersVal[pos].func\n",
       "                oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" selected=\\\"selected\\\"\"\n",
       "                replace = frag[4].replace(oldStr, newStr)\n",
       "                htmlStr = htmlStr.replace(frag[4], replace)\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    fuseField = pickersVal.hasOwnProperty(\"form\") ? true:false\n",
       "    for (key in pickersVal) {\n",
       "        val = pickersVal[key]\n",
       "        if(typeof(val) == \"string\"){\n",
       "            val = val.replace(\"$\",\"\")\n",
       "        }\n",
       "        if(!fuseField || (fuseField && key !=\"name\") ){\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                if(key == \"sort\"){\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        var index = htmlStr.lastIndexOf(oldStr);\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        sortDrop = htmlStr.substr(index);\n",
       "                        sortDrop = sortDrop.replace(oldStr + \">\", newStr)\n",
       "                        htmlStr = htmlStr.substring(0, index) + sortDrop\n",
       "                }else{\n",
       "                        //Pickers\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        htmlStr = htmlStr.replace(oldStr + \">\", newStr)\n",
       "                    }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return htmlStr\n",
       "}\n",
       "\n",
       "\n",
       "function loadDefinitionPickers(){\n",
       "    //Loads and parse the default visualization values(dimensions and metrics) stored \n",
       "    //in the visualization definition\n",
       "    pickerVals = {}\n",
       "    groupBy = \"Group By\"\n",
       "    dim = window.viz.dataAccessors.getDimensionAccessors()\n",
       "    groupCounts = 1\n",
       "    for (var i = 0; i < dim.length; i++) {\n",
       "        for (acc in dim[i]){\n",
       "            try{\n",
       "                groups = dim[i][acc].getGroup()\n",
       "            }\n",
       "            catch(err){\n",
       "                groups = dim[i][acc].getFields() //Maps\n",
       "            }\n",
       "            groups = (groups != null ) ? [groups]: dim[i][acc].getGroups()\n",
       "            for (var g = 0; g < groups.length; g++) {\n",
       "                accessor = acc\n",
       "                if(acc == \"Multi Group By\"){\n",
       "                    if(groups[g].type == \"ATTRIBUTE\"){\n",
       "                        accessor = groupBy\n",
       "                        //Heat Map & Floating Bubbles contain Group 1 and 2 instead of Group By\n",
       "                        if(groupCounts > 1){\n",
       "                          accessor = \"Group \"+groupCounts.toString()\n",
       "                          if(pickerVals.hasOwnProperty(groupBy)){\n",
       "                              pickerVals[\"Group 1\"] = pickerVals[groupBy]\n",
       "                              delete pickerVals[groupBy]\n",
       "                          }\n",
       "                        } \n",
       "                        groupCounts += 1\n",
       "                    }\n",
       "                    else{\n",
       "                        accessor = \"Trend Attribute\"\n",
       "                    }\n",
       "                }\n",
       "                field = groups[g].form == undefined ? groups[g].name: groups[g].form\n",
       "                pickerVals[accessor] = toPickerFormat(groups[g])\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "\n",
       "    //Load the metrics\n",
       "    met = window.viz.dataAccessors.getMetricAccessors()\n",
       "    for (var i = 0; i < met.length; i++) {\n",
       "        for(acc in met[i]){\n",
       "            m = met[i][acc].getMetric()\n",
       "            m = (m != null ) ? m: met[i][acc].getMetrics()\n",
       "            if(m.length == undefined ){ //Is only one metric\n",
       "                pickerVals[acc] = toPickerFormat(m)\n",
       "            }\n",
       "            else{ //Multimetric charts\n",
       "                pickerVals[acc] =[]\n",
       "                for(k=0; k<m.length; k++){\n",
       "                    pickerVals[acc].push(toPickerFormat(m[k]))\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return pickerVals\n",
       "}\n",
       "\n",
       "function toPickerFormat(field){\n",
       "    picker = {}\n",
       "    if(field.type == \"ATTRIBUTE\" || field.type == \"TIME\" ){\n",
       "                picker = {\n",
       "                    name:  field.name,\n",
       "                    sort:  field.sort.name,\n",
       "                    label: field.label,\n",
       "                    dir:   field.sort.dir.toLowerCase(),\n",
       "                    limit: field.limit,\n",
       "                    type:  field.type\n",
       "                } \n",
       "                if(field.sort.func) picker.mfunc = field.sort.func.toLowerCase()\n",
       "                if(field.func) picker.func = field.func\n",
       "                if(field.granularity) picker.func = field.granularity\n",
       "                if(field.args) picker.args = field.args\n",
       "                if(field.form){\n",
       "                    picker.form = field.form\n",
       "                    picker.forms = field.forms\n",
       "                }\n",
       "    }\n",
       "    else{ //Metrics or an Attribute for histogram\n",
       "            picker = {\n",
       "                name: field.name,\n",
       "                type: field.type,\n",
       "                func: field.func,\n",
       "                label:field.label\n",
       "            } \n",
       "            if(field.name == \"count\") picker.func = undefined\n",
       "            if(field.func) picker.func = field.func.toLowerCase()\n",
       "            if(v_chart.indexOf(\"Histogram\") > -1){\n",
       "                //If field comes from the user picker args is not defined\n",
       "                if(field.args == undefined){\n",
       "                    histfuncs = {\"AUTO\":\"$histogram\", \n",
       "                                \"SIZE\":\"$histogram_by_size\",\n",
       "                                \"COUNT\":\"$histogram_by_count\"}\n",
       "                    picker.func = histfuncs[field.func]\n",
       "                    picker.args = 0\n",
       "                    if(field.size) picker.args = field.size\n",
       "                    if(field.count) picker.args = field.count\n",
       "                }\n",
       "                else{\n",
       "                    picker.args = field.args\n",
       "                }\n",
       "                picker.limit = field.limit\n",
       "                picker.sort = field.name\n",
       "                picker.dir = field.sort.dir.toLowerCase()\n",
       "            }\n",
       "    }\n",
       "    return picker\n",
       "}\n",
       "\n",
       "function getValue(oldval, newval, accessor=false){\n",
       "    if(newval){\n",
       "        if(accessor){ //Is multi-group\n",
       "            console.log(accessor);\n",
       "            if(newval.length == 1){ \n",
       "                if(accessor == \"Group 1\") {\n",
       "                    return toPickerFormat(newval)\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "            else{\n",
       "                //Get which group is (1,2, etc...)\n",
       "                pos = parseInt(accessor.split(\" \")[1])\n",
       "                console.log(\"pos\", pos);\n",
       "                if(newval.length >= pos) {\n",
       "                    return toPickerFormat(newval[pos - 1])\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "        }\n",
       "        return toPickerFormat(newval)\n",
       "    }\n",
       "    return oldval\n",
       "}\n",
       "\n",
       "function loadUserPickers(){\n",
       "    mgroupRegex = /Group [1-9]/g\n",
       "    auxMetric = 1\n",
       "    for (acc in v_pickersValues){\n",
       "        if(acc == \"Group By\"){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.field[0])\n",
       "                setDimension(acc)\n",
       "            }\n",
       "        }\n",
       "        else if(acc.match(mgroupRegex)){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = getValue(v_pickersValues[acc] , v_defPicker.field, acc)\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Trend Attribute\"){\n",
       "            if(v_defPicker.trend){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.trend[0])\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Metric\" || acc == \"Size\" || acc == \"Color Metric\" || acc == \"Bubble Size\"){\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Bar Height\"){ //This belongs to a multiple metrics\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = []\n",
       "                for(i = 0; i < v_defPicker.metric.length; i++){\n",
       "                    v_pickersValues[acc].push(toPickerFormat(v_defPicker.metric[i]))\n",
       "                }\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y Axis\"){ //This could be a multiple metrics\n",
       "            if(v_defPicker.y){\n",
       "                if(v_chart == \"Line Trend: Multiple Metrics\"){\n",
       "                    v_pickersValues[acc] = []\n",
       "                    for(i = 0; i < v_defPicker.y.length; i++){\n",
       "                        v_pickersValues[acc].push(toPickerFormat(v_defPicker.y[i]))\n",
       "                    }\n",
       "                    setMetric(acc)\n",
       "                } \n",
       "                else{\n",
       "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.y[0])\n",
       "                    setMetric(acc)\n",
       "                }\n",
       "        }}\n",
       "        else if(acc == \"X Axis\"){\n",
       "            if(v_defPicker.x){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.x[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y1 Axis\"){\n",
       "            if(v_defPicker.y1){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.y1[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y2 Axis\"){\n",
       "            if(v_defPicker.y2){\n",
       "                v_pickersValues[acc]= toPickerFormat(v_defPicker.y2[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else{ //Other un-handled metrics: Bar Color, Bubble Color...etc\n",
       "            if(v_defPicker.metric && v_defPicker.metric.length > auxMetric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[auxMetric])\n",
       "                setMetric(acc)\n",
       "                auxMetric += 1\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "function makeTable(rows, attrs){\n",
       "    table =  \"<table\"\n",
       "    tableEnd  =  \"</table>\"\n",
       "    for (attr in attrs) {\n",
       "      if(attrs[attr] === false) continue;\n",
       "      table += \" \" + attr + \"=\\\" \" + attrs[attr] + \"\\\"\";\n",
       "\n",
       "    }\n",
       "    table += \">\"\n",
       "    rows.forEach(function(row){\n",
       "        tr = \"<tr>\"\n",
       "        row.forEach(function(val){\n",
       "            tr += \"<td>\"+val+\"</td>\"\n",
       "        })\n",
       "        tr += \"</tr>\"\n",
       "        table += tr\n",
       "    })\n",
       "    return table + tableEnd\n",
       "}\n",
       "\n",
       "function buildHTML(tag, html, attrs){\n",
       "  var h = \"<\" + tag;\n",
       "  for (attr in attrs) {\n",
       "    if(attrs[attr] === false) continue;\n",
       "    h += \" \" + attr + \"= \\\"\" + attrs[attr] + \"\\\"\";\n",
       "  }\n",
       "  return h += html ? \">\" + html + \"</\" + tag + \">\" : \"/>\";\n",
       "}\n",
       "\n",
       "function getDimensionGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if( val.type == \"TIME\" || val.type == \"ATTRIBUTE\" || \n",
       "        ( (metricTypes.indexOf(val.type) > -1) && v_isHistogram ) ){\n",
       "        group = {\n",
       "            \"name\": val.name,\n",
       "            \"label\": val.label,\n",
       "            \"sort\": {\n",
       "                \"name\": val.sort,\n",
       "                \"dir\": val.dir,\n",
       "                \"metricFunc\": val.mfunc\n",
       "            },\n",
       "            \"limit\": val.limit,\n",
       "            \"type\": val.type\n",
       "        }\n",
       "        if (val.type == \"TIME\") {\n",
       "            group.func = val.func; //The granularity\n",
       "            group.sort.name = group.name; //The same time field\n",
       "            delete group.sort.metricFunc; //No operation\n",
       "        }\n",
       "        if (group.sort.name == \"count\" || group.sort.name == group.name) {\n",
       "            delete group.sort.metricFunc;\n",
       "        }\n",
       "        if (v_isHistogram) {\n",
       "            group.func = val.func\n",
       "            group.args = val.args\n",
       "        }\n",
       "        if(val.form){\n",
       "            group.form = val.form\n",
       "            group.forms = val.forms\n",
       "        }\n",
       "        return group\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setDimension(accessorName){\n",
       "    multiGroup = \"Multi Group By\";\n",
       "    if(window.viz.dataAccessors.hasOwnProperty(multiGroup)){\n",
       "        accessor = window.viz.dataAccessors[multiGroup];\n",
       "        groups = [];\n",
       "        for(acc in v_pickersValues){\n",
       "            g = getDimensionGroup(acc)\n",
       "            if(g) groups.push(getDimensionGroup(acc));\n",
       "        }\n",
       "        console.info(multiGroup, groups);\n",
       "        accessor.resetGroups(groups);\n",
       "    }\n",
       "    else{\n",
       "        accessor = window.viz.dataAccessors[accessorName];\n",
       "        group = getDimensionGroup(accessorName);\n",
       "        console.info(accessorName, group);\n",
       "        accessor.resetGroup(group);\n",
       "     }\n",
       "}\n",
       "\n",
       "function getMetricGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if (val.name == \"count\")  return {\"name\":val.name, \"label\":volumeLabel}\n",
       "    if (val.length == undefined) {\n",
       "        if (metricTypes.indexOf(val.type) > -1) {\n",
       "            return { \"name\": val.name, \"func\": val.func, \"label\": val.label }\n",
       "        }\n",
       "    } else {\n",
       "        metrics = []\n",
       "        for (pos in val) {\n",
       "            metrics.push({\n",
       "                \"name\": val[pos].name,\n",
       "                \"func\": val[pos].func,\n",
       "                \"label\": val[pos].label,\n",
       "            })\n",
       "        }\n",
       "        return metrics\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setMetric(accessorName) {\n",
       "    metric = getMetricGroup(accessorName)\n",
       "    accessor = window.viz.dataAccessors[accessorName];\n",
       "    console.log(accessorName, metric)\n",
       "    try{\n",
       "        accessor.setMetric(metric)\n",
       "    }\n",
       "    catch(err){\n",
       "        //This hack is mostly to fix the Line Trend: Multiple Metric bug\n",
       "        accessor.isColor = false; \n",
       "        accessor.resetMetrics(metric)\n",
       "    }\n",
       "}\n",
       "\n",
       "function getFusionLabel(field){\n",
       "    //Returns the fusion field label: ie Event:ID or Event:Name\n",
       "    label = _(fusionFields).filter(f => f.fields.indexOf(field) > -1).map(f => f.label).value()[0]\n",
       "    obj = _(fusionFields).filter({\"label\":label}).value()[0]\n",
       "    return label +\":\"+obj.labels[obj.fields.indexOf(field)]\n",
       "}\n",
       "\n",
       "function organizePickers(pickList, ftype){\n",
       "    for(i=0; i<pickList.length; i++){\n",
       "        fname  = pickList[i].name\n",
       "        flabel = pickList[i].label\n",
       "        if(metricTypes.indexOf(type) > -1) {\n",
       "            //Save the metric field and label\n",
       "            metricFields.fields.push(fname)\n",
       "            metricFields.labels.push(flabel)\n",
       "            metricFields.types.push(ftype)\n",
       "            //Create the select\n",
       "            metOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            //Multiple-metrics\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: fname, type:\"checkbox\", id: fname, name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", this.label, {for: fname})\n",
       "            funcSel = buildHTML(\"select\", funcOpt, { id: fname, class: \"pickers\" })\n",
       "            multiMetricTable.push([checkbox, label, funcSel])\n",
       "        }\n",
       "        else{\n",
       "            dimensionFields.fields.push(fname)\n",
       "            dimensionFields.labels.push(flabel)\n",
       "            dimensionFields.types.push(ftype)\n",
       "            dimOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            if(ftype == \"TIME\"){\n",
       "                trendOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "    //Initial variables declaration\n",
       "    var v_defPicker = {\"trend\": false, \"y2\": false, \"field\": false, \"x\": false, \"y1\": false, \"y\": false, \"metric\": false};var v_credentials = {\"key\": \"58ae011de4b05bcf3fa4b7c7\"};var v_conf = {\"headers\": {\"Authorization\": \"Basic YWRtaW46c2Rrcm9ja3M=\", \"Content-Type\": \"application/vnd.zoomdata.v1+json\"}, \"path\": \"/zoomdata\", \"host\": \"sdk.zoomdata.com\", \"secure\": true, \"port\": 8443};var v_source = \"Ticket Sales\";var v_filters = [];var v_time = null;var v_vars = {};var v_colors = {};var v_divLocation = document.getElementById(\"visual6527\");var v_chart = \"Donut\";var v_showPickers = true;var v_isHistogram = false;\n",
       "\n",
       "    //Main selectors\n",
       "    var dimensionSelect = \"\"\n",
       "    var trendSelect = \"\"\n",
       "    var metricSelect = \"\"\n",
       "\n",
       "    var dimOpt = buildHTML(\"option\",\"Select attribute\", {value:\"\"})\n",
       "    var metOpt = buildHTML(\"option\",\"Select metric\", {value:\"\"})\n",
       "    var trendOpt = buildHTML(\"option\",\"Select attribute \", {value:\"\"})\n",
       "\n",
       "    //The label for the volume may change\n",
       "    var volumeLabel= \"Count\"\n",
       "\n",
       "    //Store the elements to build up the table in multi metrics pickers\n",
       "    var multiMetricTable = []\n",
       "\n",
       "    //Operation for Metric selectors\n",
       "    funcs = [\"Sum\",\"Avg\",\"Min\",\"Max\"]\n",
       "    var funcOpt = \"\"\n",
       "    for(op in funcs){\n",
       "        funcOpt += buildHTML(\"option\", funcs[op], {value: funcs[op].toLowerCase()})\n",
       "    }\n",
       "    var funcSelect = buildHTML(\"select\", funcOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Sort direction selector\n",
       "    sortOpt = buildHTML(\"option\", \"ASC\", {value: \"asc\"})\n",
       "    sortOpt += buildHTML(\"option\", \"DESC\", {value: \"desc\"})\n",
       "    var sortSelect = buildHTML(\"select\", sortOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Chronological and reverse chronological order  for time attributes (trend charts)\n",
       "    cronOpt= buildHTML(\"option\", \"Chronological\", {value: \"asc\"})\n",
       "    cronOpt += buildHTML(\"option\", \"Reverse chronological\", {value: \"desc\"})\n",
       "    var cronSelect = buildHTML(\"select\", cronOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Bars settings for histogram chart\n",
       "    barsOpt = buildHTML(\"option\", \"Auto\", {value: \"histogram\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Limit to\", {value: \"histogram_by_count\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Interval\", {value: \"histogram_by_size\"})\n",
       "    var barsSelect  = buildHTML(\"select\", barsOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Unit time selector\n",
       "    granularities= [\"MINUTE\",\"HOUR\",\"DAY\",\"WEEK\",\"MONTH\",\"YEAR\"]\n",
       "    var timeOpt = \"\"\n",
       "    for(g in granularities){\n",
       "        timeOpt += buildHTML(\"option\", granularities[g], {value:granularities[g]})\n",
       "    }\n",
       "    timeSelect = buildHTML(\"select\", timeOpt , {id: \"time\", class:\"pickers\"})\n",
       "\n",
       "    //This is to validate correct pickers field names/labels specified by the user in graph()\n",
       "    var metricFields = {fields:[], labels:[], types:[]}\n",
       "    var dimensionFields = {fields:[], labels:[], types:[]}\n",
       "    var fusionFields = false\n",
       "\n",
       "    //Start the visualization\n",
       "    ZoomdataSDK.createClient({\n",
       "        \"credentials\": v_credentials,\n",
       "        \"application\": {\n",
       "            \"port\": v_conf[\"port\"],\n",
       "            \"path\": v_conf[\"path\"],\n",
       "            \"host\": v_conf[\"host\"],\n",
       "            \"secure\": v_conf[\"secure\"]\n",
       "        }\n",
       "    }).then(function(client) {\n",
       "        window.client = client;\n",
       "        return (client)\n",
       "    }).then(function(client) {\n",
       "        console.log(\"Requesting visualization...\");\n",
       "        client.visualize({\n",
       "            \"source\": {\n",
       "                \"name\": v_source\n",
       "            },\n",
       "            \"visualization\": v_chart,\n",
       "            \"config\": {\n",
       "                \"filters\": v_filters,\n",
       "                \"time\": v_time,\n",
       "                \"tz\": \"UTC\"\n",
       "            },\n",
       "            \"variables\": v_vars,\n",
       "            \"element\": v_divLocation\n",
       "        }).done(function(result) {\n",
       "            window.viz = result;\n",
       "            console.log(\"Result\",result);\n",
       "\n",
       "            //Set the colors if specified\n",
       "            for(acc in v_colors){\n",
       "                window.viz.dataAccessors[acc].setColorSet(v_colors[acc])\n",
       "            }\n",
       "\n",
       "            //Get the correct label for the volume\n",
       "            volumeLabel = window.viz.source.volumeMetric.label\n",
       "\n",
       "            //Fill the first values for the multimetric table\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: \"count\", type:\"checkbox\", id: \"count\", name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", volumeLabel, {for: \"count\"})\n",
       "            hidden = buildHTML(\"input\", \"\", {data: \"count\", type:\"hidden\"}) //This is a hack for the setPickers function\n",
       "            multiMetricTable.push([checkbox, label, hidden])\n",
       "\n",
       "            //Get the source fields and group them by type\n",
       "            var types = {\"ATTRIBUTE\":[], \"TIME\":[], \"INTEGER\":[], \"NUMBER\":[], \"MONEY\":[], \"TEXT\":[], \"NULL\":[]}\n",
       "            $.each(window.viz.source.objectFields, function() {\n",
       "                if (this.visible) {\n",
       "                    types[this.type].push(this)\n",
       "                }\n",
       "            });\n",
       "\n",
       "            //Populate the pickers\n",
       "            notValid = [\"TEXT\",\"NULL\"]\n",
       "            for(type in types){\n",
       "                if(types[type].length > 0){\n",
       "                    if(metricTypes.indexOf(type) > -1){\n",
       "                        metOpt += buildHTML(\"option\", \"[==\"+type+\"==]\", {value: \"\"})\n",
       "                    }\n",
       "                    else{\n",
       "                        if(notValid.indexOf(type) == -1){\n",
       "                            dimOpt += buildHTML(\"option\", \"[==\"+type+\"==]\", {value: \"\"})\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "                if(notValid.indexOf(type) == -1){\n",
       "                    organizePickers(types[type],type)\n",
       "                }\n",
       "                if(type == \"NUMBER\"){\n",
       "                    //Add the volume to the NUMBER section in the selector\n",
       "                    metOpt += buildHTML(\"option\", volumeLabel, {value:\"count\"})\n",
       "                }\n",
       "            }\n",
       "            \n",
       "            //Check for fusion sources and get the fused attributes\n",
       "            fusedAttrs = window.viz.source.fusedAttributes\n",
       "            if(fusedAttrs.length > 0){\n",
       "                forms = function(c){\n",
       "                    fields = _.map(c.forms, \"form\")\n",
       "                    labels = _.map(c.forms, \"label\")\n",
       "                    return {name:c.name, label: c.label, fields: fields, labels: labels}\n",
       "                }\n",
       "                fusionFields = _.map(fusedAttrs, forms)\n",
       "\n",
       "                //Add the fusion fields to the picker \n",
       "                dimOpt += buildHTML(\"option\", \"[==FUSED ATTRS==]\", {value: \"\"})\n",
       "                _.map(fusionFields,function(f){\n",
       "                    for(i in f.fields){\n",
       "                        dimOpt += buildHTML(\"option\", f.label+\":\"+f.labels[i], {value: f.fields[i]})\n",
       "                    }\n",
       "                })\n",
       "            }\n",
       "\n",
       "            //Check for calc (formulas) fields\n",
       "            var hasCalc = false\n",
       "            $.each(window.viz.source.formulas, function() {\n",
       "                if(!hasCalc){\n",
       "                    metOpt += buildHTML(\"option\", \"[==FORMULAS==]\", {value: \"\"})\n",
       "                    hasCalc = true\n",
       "                }\n",
       "                //Save the metric field and label\n",
       "                metricFields.fields.push(this.name)\n",
       "                metricFields.labels.push(this.label)\n",
       "                metricFields.types.push(\"CALC\")\n",
       "                //Create the select\n",
       "                metOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "            });\n",
       "\n",
       "            dimensionSelect = buildHTML(\"select\", dimOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            trendSelect  = buildHTML(\"select\", trendOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            metricSelect = buildHTML(\"select\", metOpt, {id: \"metric\", class:\"pickers\"})\n",
       "            multiMetric = buildHTML(\"div\", makeTable(multiMetricTable, {class:\"multi\"}), { id: \"multimetric\", class:\"multimetric\" })\n",
       "\n",
       "            //Load the values that comes from the visualization definition\n",
       "            v_pickersValues = loadDefinitionPickers() \n",
       "\n",
       "            //Set the pickers specified by the user (if any) in graph()\n",
       "            if(v_defPicker) loadUserPickers()\n",
       "            console.log(\"Pickers\",v_pickersValues)\n",
       "            \n",
       "            //Set the dimension & metric pickers buttons in the DOM\n",
       "            if (v_showPickers) { //If the user wants to see the pickers\n",
       "                pickers = \"\"\n",
       "                for (acc in v_pickersValues) {\n",
       "                    id = acc.toLowerCase().replace(/ /g, \"-\")\n",
       "                    text = acc\n",
       "                    vals = v_pickersValues[acc]\n",
       "                    if (vals.type == \"ATTRIBUTE\" || vals.type == \"TIME\") {\n",
       "                        label = dimensionFields.labels[dimensionFields.fields.indexOf(vals.name)]\n",
       "                        //If no attr label found is a fusion source\n",
       "                        if(label == undefined) label = getFusionLabel(vals.form)\n",
       "                        text = acc + \": <b>\" + label + \"</b>\"\n",
       "                        if (vals.func != null && !v_isHistogram) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                        pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-dimension btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                        pickers += \"&nbsp;\"\n",
       "                    } else {\n",
       "                        label = (vals.name == \"count\") ? volumeLabel : metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                        if (!v_isHistogram){\n",
       "                            if (vals.length == undefined) {\n",
       "                                text = acc + \": <b>\" + label + \"</b>\"\n",
       "                                if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                            } else { //A multi-metric chart\n",
       "                                if (acc.indexOf(\"Color\") == -1) { //Do not show Bar Color metric for Bars: Multiple Metrics\n",
       "                                    text = acc + \": <b> (\" + vals.length.toString() + \" selected)</b>\"\n",
       "                                    if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                    pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-multi-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                    pickers += \"&nbsp;\"\n",
       "                                }\n",
       "                            }\n",
       "                        }\n",
       "                        else{ //A histogram bar\n",
       "                                label = metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                                text = \"Histogram: <b>\" + label + \"</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-histogram btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                        }\n",
       "\n",
       "                    }\n",
       "                }\n",
       "                $(\"div#pickers\").html(pickers)\n",
       "            }\n",
       "\n",
       "            //Remove the loading message\n",
       "            $(\"#load-message\").html(\"\");\n",
       "\n",
       "        }); //done \n",
       "    }); //then\n",
       "\n",
       "    //Pickers handlers\n",
       "    \n",
       "\n",
       "//Dimension Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-dimension\", function () {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var limitInput = buildHTML(\"input\",\"\",{ id:\"limit\", \n",
       "                                            value: v_pickersValues[btnAccessor].limit, \n",
       "                                            class:\"value-input\"})\n",
       "    //Place in the sort by select, the selected dimension\n",
       "    dim = v_pickersValues[btnAccessor].name\n",
       "    label = dimensionFields.labels[dimensionFields.fields.indexOf(dim)]\n",
       "    var type = dimensionFields.types[dimensionFields.fields.indexOf(dim)]\n",
       "    //If no attr label found (due to this.false) then is a fusion source\n",
       "    if(label == undefined){\n",
       "        label = v_pickersValues[btnAccessor].label\n",
       "    } \n",
       "    find = \"</option></select>\"\n",
       "    selDimOpt = buildHTML(\"option\", label , { value: dim })\n",
       "    selDimOpt = \"<option>[==ATTRIBUTE==]</option></option>\" + selDimOpt + \"</select>\"\n",
       "    var newMetricSelect = metricSelect.replace(find, selDimOpt)\n",
       "    var newFuncSelect = funcSelect\n",
       "    var newSortSelect = sortSelect \n",
       "\n",
       "    //Set the func select as disabled and the label to alphabetical if sort = field\n",
       "    if(dim == v_pickersValues[btnAccessor].sort){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "        newSortSelect = sortSelect.replace(\"ASC\", \"Alphabetical\")\n",
       "        newSortSelect = newSortSelect.replace(\"DESC\", \"Reverse alphabetical\")\n",
       "    }\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].sort == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "\n",
       "    if(type == \"ATTRIBUTE\"){\n",
       "        table = [[\"Attribute\",dimensionSelect],\n",
       "                 [\"Sort By\", newMetricSelect],\n",
       "                 [\"Operator\", newFuncSelect ], \n",
       "                 [\"Order\",newSortSelect ],\n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    else{ //TIME\n",
       "        table = [[\"Time Attribute\",trendSelect], \n",
       "                 [\"Granularity\", timeSelect], \n",
       "                 [\"Order\", cronSelect], \n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    var content = makeTable(table,{class:\"pickers\"})\n",
       "    //Load the selectors with the last used values\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButton: \"Apply\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#dimension\").val()\n",
       "            var time = this.$b.find(\"#time\").val()\n",
       "            var sortby = this.$b.find(\"#metric\").val()\n",
       "            var metFunc = this.$b.find(\"#func\").val()\n",
       "            var dir = this.$b.find(\"#sort\").val()\n",
       "            var limit = this.$b.find(\"#limit\").val()\n",
       "            var label = this.$b.find(\"#dimension option:selected\").text()\n",
       "            //Save the values\n",
       "            type = dimensionFields.types[dimensionFields.fields.indexOf(field)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: field,\n",
       "                func: time,\n",
       "                sort: sortby,\n",
       "                mfunc: metFunc,\n",
       "                dir: dir,\n",
       "                limit: parseInt(limit),\n",
       "                type: type\n",
       "            }\n",
       "            //Check if is a fusion attribute the value is not in the fields names (this.visible == false)\n",
       "            if(dimensionFields.fields.indexOf(field) == -1)\n",
       "            {\n",
       "               //Search the fuse attr (Label:Form)\n",
       "               args = label.split(\":\")\n",
       "               grp = _(window.viz.source.fusedAttributes).filter({\"label\":args[0]}).value()[0]\n",
       "               //Fill the picker value\n",
       "               v_pickersValues[btnAccessor].form = field\n",
       "               v_pickersValues[btnAccessor].name = grp.name\n",
       "               v_pickersValues[btnAccessor].forms = grp.forms\n",
       "               v_pickersValues[btnAccessor].label = args[0]\n",
       "            }\n",
       "            //If selected sortby is the attribute name, func must be null\n",
       "            if(metricFields.fields.indexOf(sortby) == -1){\n",
       "                v_pickersValues[btnAccessor].mfunc = undefined\n",
       "            }\n",
       "            //Set the dimension\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected dimension\n",
       "            fieldLabel = btnAccessor + \": <b>\"+label+\"</b>\"\n",
       "            if(type == \"TIME\") { \n",
       "                fieldLabel += \"<b> (\"+time+\")</b>\"\n",
       "            }\n",
       "            btn.html(fieldLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Metric Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var newFuncSelect = funcSelect\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].name == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Operator\", newFuncSelect ]]\n",
       "    //var content = multiMetric\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var met = this.$b.find(\"#metric\").val()\n",
       "            var func = this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            func = (met == \"count\") ? \"\" : func\n",
       "            //Save the values\n",
       "            type = metricFields.types[metricFields.fields.indexOf(met)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: met,\n",
       "                func: func,\n",
       "                type: type\n",
       "            }\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            metLabel = btnAccessor+\": <b>\"+label+\"</b>\"\n",
       "            if(func != \"\"){\n",
       "                metLabel += \"<b> (\"+func+\")</b>\" \n",
       "            }\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Histogram Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-histogram\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var argsInput = buildHTML(\"input\",\"\",{ id:\"args\", \n",
       "                                            value: v_pickersValues[btnAccessor].args, \n",
       "                                            class:\"value-input\"})\n",
       "    //Set the args input as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].func == \"$histogram\"){\n",
       "        find = \"value-input\\\"\"\n",
       "        rep = \"value-input disabled\\\" disabled=\\\"disabled\\\"\"\n",
       "        argsInput = argsInput.replace(find, rep)\n",
       "        argsInput = argsInput.replace(\"undefined\", \"0\")\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Bars Settings\", barsSelect],[\"Bars\", argsInput]]\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    var type = v_pickersValues[btnAccessor].type \n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: \"Histogram Settings\",\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#metric\").val()\n",
       "            var histgrm = \"$\"+this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            var args = this.$b.find(\"#args\").val()\n",
       "            dir = v_pickersValues[btnAccessor].dir\n",
       "            type = metricFields.types[metricFields.fields.indexOf(field)]\n",
       "            //Save the values\n",
       "                v_pickersValues[btnAccessor] = {\n",
       "                    name: field,\n",
       "                    sort: field,\n",
       "                    func: histgrm,\n",
       "                    mfunc: undefined,\n",
       "                    label: label,\n",
       "                    args: parseInt(args),\n",
       "                    dir: dir,\n",
       "                    limit: 10000,\n",
       "                    type: type\n",
       "                }\n",
       "\n",
       "            //Set the metric\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            label = \"Histogram: <b>\"+label+\"</b>\"\n",
       "            btn.html(label)\n",
       "\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Multi-Metric Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-multi-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    content = multiMetric\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function() {\n",
       "            values = []\n",
       "            $(\"input[name=\\\"multi-metrics\\\"]:checked\").each(function() {\n",
       "               values.push(this.value); \n",
       "            });\n",
       "            console.log(values)\n",
       "            v_pickersValues[btnAccessor] = []\n",
       "            for(pos in values){\n",
       "                v = values[pos]\n",
       "                type = metricFields.types[metricFields.fields.indexOf(v)]\n",
       "                v_pickersValues[btnAccessor].push({\n",
       "                    name: v,\n",
       "                    label: this.$b.find(\"label[for=\\\"\"+v+\"\\\"]\").text(),\n",
       "                    func: this.$b.find(\"select#\"+v).val(),\n",
       "                    type: type\n",
       "                })\n",
       "            }\n",
       "            console.log(v_pickersValues)\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with amount of selected metrics\n",
       "            metLabel = btnAccessor+\": <b> (\"+values.length.toString()+\" selected)</b>\"\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Disable the operation selector if users selects \"count\"\n",
       "$(\"body\").on(\"change\", \"select#metric\", function(){\n",
       "    met = $(\"select#metric\").val();\n",
       "    if(met == \"count\"){\n",
       "        $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"select#func\").prop(\"disabled\", false);\n",
       "    }\n",
       "})\n",
       "\n",
       "//Disable the value input if bars setting for histogram is auto\n",
       "$(\"body\").on(\"change\", \"select#func\", function(){\n",
       "    setting = $(\"select#func\").val();\n",
       "    if(setting == \"histogram\"){\n",
       "        $(\"#args\").prop(\"disabled\", true);\n",
       "        $(\"#args\").addClass(\"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"#args\").prop(\"disabled\", false);\n",
       "        $(\"#args\").removeClass(\"disabled\");\n",
       "    }\n",
       "})\n",
       "\n",
       "//Append dimension to metric to allow alphabetical sorting\n",
       "$(\"body\").on(\"change\", \"select#dimension\", function() {\n",
       "   if($(\"select#metric option\").length != metricFields.fields.length ){\n",
       "      $(\"select#metric\").find(\"option:last\").remove();\n",
       "   }\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    value = $( \"select#dimension option:selected\" ).val()\n",
       "    //Validate fusion fields    \n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "        value = _(fusionFields).filter({\"label\":text}).value()[0].name\n",
       "    }\n",
       "   $(\"select#metric\").append($(\"<option>\", { value:value, text: text }));\n",
       "   if($(\"select#dimension option:selected\").text() != $( \"select#metric option:selected\" ).text()){\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "   }\n",
       "})\n",
       "\n",
       "$(\"body\").on(\"change\", \"select#metric\", function() {\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "    }\n",
       "    if (text == $(\"select#metric option:selected\").text()) {\n",
       "      $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "      $(\"select#sort option:contains(\\\"ASC\\\")\").text(\"Alphabetical\");\n",
       "      $(\"select#sort option:contains(\\\"DESC\\\")\").text(\"Reverse alphabetical\");\n",
       "   }\n",
       "   else{\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "      $(\"select#sort option:contains(\\\"Alphabetical\\\")\").text(\"ASC\");\n",
       "      $(\"select#sort option:contains(\\\"Reverse alphabetical\\\")\").text(\"DESC\");\n",
       "   }\n",
       "})\n",
       "\n",
       "\n",
       "})\n",
       "\n",
       "</script></div>' \n",
       "                            src='' \n",
       "                            width='890' \n",
       "                            height='590' \n",
       "                            frameborder='0'>\n",
       "                        </iframe> "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# or using the convenience function\n",
    "ticket.donut()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                        <script type=\"text/javascript\">var kernel = IPython.notebook.kernel</script>\n",
       "                        <iframe \n",
       "                            srcdoc='<div align=\"center\"><script src=\"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js\"></script> <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min.css\" type=\"text/css\" media=\"screen\"/><link rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css\" type=\"text/css\" media=\"screen\"/><style type=\"text/css\" media=\"screen\">\n",
       "/*Table containing the selector con the jquery-confirm*/\n",
       "table.pickers{\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:5px;\n",
       "    border-collapse:separate;\n",
       "    margin-left:10%\n",
       "}\n",
       "/*Pickers button style*/\n",
       ".btnp{\n",
       "    background-color: #DDD;\n",
       "    border-radius: 6px;\n",
       "    color: black;\n",
       "    border: 0px;\n",
       "    font-size:13px;\n",
       "}\n",
       ".pickers{\n",
       "    width: 90%;\n",
       "    color: black; \n",
       "}\n",
       "/*Multiple Metrics Selector*/\n",
       "table.multi{\n",
       "    margin-left:10%;\n",
       "    width:90%;\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:3px;\n",
       "    border-collapse:separate;\n",
       "    text-align: left !important;\n",
       "}\n",
       "\n",
       ".multimetric{\n",
       "    overflow-y: scroll;\n",
       "    color: white;\n",
       "    height: 200px;\n",
       "    background-color: #2d2d2d;\n",
       "    border-radius: 6px;\n",
       "    width:100%;\n",
       "}\n",
       "\n",
       "input[type=\"checkbox\"] {\n",
       "    font-weight: normal;\n",
       "    display:inline;\n",
       "    width:19px;\n",
       "    height:19px;\n",
       "    margin:-1px 4px 0 0;\n",
       "    vertical-align:middle;\n",
       "}\n",
       "label{\n",
       "    font-weight:normal;\n",
       "}\n",
       "\n",
       ".value-input{\n",
       "    border-radius:3px;\n",
       "    border: none;\n",
       "    font-size: 12.5px;\n",
       "    width:90%;\n",
       "    color:black\n",
       "}\n",
       ".disabled{\n",
       "    background-color: #DDD;\n",
       "    color: #808080;\n",
       "}\n",
       "</style><div id=\"pickers\" style=\"display:inline-block;margin-top:5px\" align=\"center\"></div><p id=\"load-message\" style=\"margin-top:10px\" align=\"center\">Loading visualization...</p><div id=\"visual9058\" class=\"zd medium\" style=\"width:850px; height:500px; top:20%\"></div><script type=\"text/javascript\">\n",
       "require.config({\n",
       "    paths: {\n",
       "        \"jquery\": \"https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min\",\n",
       "        \"ZoomdataSDK\": \"https://sdk.zoomdata.com:8443/zoomdata/sdk/zoomdata-client.min\",\n",
       "        \"jQueryConfirm\": \"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min\",\n",
       "        \"lodash\":\"https://cdn.jsdelivr.net/lodash/4.14.1/lodash.min\",\n",
       "        \"bootstrap\": \"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min\"\n",
       "    },\n",
       "   shim:{\n",
       "       \"jQueryConfirm\":{\n",
       "           deps:[\"jquery\"]\n",
       "       },\n",
       "       \"bootstrap\":{\n",
       "           deps:[\"jquery\"]\n",
       "       }\n",
       "   }\n",
       "});\n",
       "require([\"ZoomdataSDK\", \"jquery\",\"jQueryConfirm\", \"lodash\", \"bootstrap\"], function(ZoomdataSDK, jquery, jQueryConfirm, lodash, bootstrap) {\n",
       "    //Functions\n",
       "    \n",
       "\n",
       "var metricTypes = [\"NUMBER\",\"INTEGER\",\"MONEY\",\"CALC\"]\n",
       "\n",
       "function setPickers(htmlStr, pickersVal) {\n",
       "    if (pickersVal.length != undefined) { //When is a multi-metric chart\n",
       "        for (pos in pickersVal) {\n",
       "            //Update the checkbox\n",
       "            val = pickersVal[pos].name\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                oldStr = \"value= \\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" checked=\\\"checked\\\"\"\n",
       "                htmlStr = htmlStr.replace(oldStr, newStr)\n",
       "                    //Update the function select\n",
       "                frag = htmlStr.split(val)\n",
       "                val = pickersVal[pos].func\n",
       "                oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" selected=\\\"selected\\\"\"\n",
       "                replace = frag[4].replace(oldStr, newStr)\n",
       "                htmlStr = htmlStr.replace(frag[4], replace)\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    fuseField = pickersVal.hasOwnProperty(\"form\") ? true:false\n",
       "    for (key in pickersVal) {\n",
       "        val = pickersVal[key]\n",
       "        if(typeof(val) == \"string\"){\n",
       "            val = val.replace(\"$\",\"\")\n",
       "        }\n",
       "        if(!fuseField || (fuseField && key !=\"name\") ){\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                if(key == \"sort\"){\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        var index = htmlStr.lastIndexOf(oldStr);\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        sortDrop = htmlStr.substr(index);\n",
       "                        sortDrop = sortDrop.replace(oldStr + \">\", newStr)\n",
       "                        htmlStr = htmlStr.substring(0, index) + sortDrop\n",
       "                }else{\n",
       "                        //Pickers\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        htmlStr = htmlStr.replace(oldStr + \">\", newStr)\n",
       "                    }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return htmlStr\n",
       "}\n",
       "\n",
       "\n",
       "function loadDefinitionPickers(){\n",
       "    //Loads and parse the default visualization values(dimensions and metrics) stored \n",
       "    //in the visualization definition\n",
       "    pickerVals = {}\n",
       "    groupBy = \"Group By\"\n",
       "    dim = window.viz.dataAccessors.getDimensionAccessors()\n",
       "    groupCounts = 1\n",
       "    for (var i = 0; i < dim.length; i++) {\n",
       "        for (acc in dim[i]){\n",
       "            try{\n",
       "                groups = dim[i][acc].getGroup()\n",
       "            }\n",
       "            catch(err){\n",
       "                groups = dim[i][acc].getFields() //Maps\n",
       "            }\n",
       "            groups = (groups != null ) ? [groups]: dim[i][acc].getGroups()\n",
       "            for (var g = 0; g < groups.length; g++) {\n",
       "                accessor = acc\n",
       "                if(acc == \"Multi Group By\"){\n",
       "                    if(groups[g].type == \"ATTRIBUTE\"){\n",
       "                        accessor = groupBy\n",
       "                        //Heat Map & Floating Bubbles contain Group 1 and 2 instead of Group By\n",
       "                        if(groupCounts > 1){\n",
       "                          accessor = \"Group \"+groupCounts.toString()\n",
       "                          if(pickerVals.hasOwnProperty(groupBy)){\n",
       "                              pickerVals[\"Group 1\"] = pickerVals[groupBy]\n",
       "                              delete pickerVals[groupBy]\n",
       "                          }\n",
       "                        } \n",
       "                        groupCounts += 1\n",
       "                    }\n",
       "                    else{\n",
       "                        accessor = \"Trend Attribute\"\n",
       "                    }\n",
       "                }\n",
       "                field = groups[g].form == undefined ? groups[g].name: groups[g].form\n",
       "                pickerVals[accessor] = toPickerFormat(groups[g])\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "\n",
       "    //Load the metrics\n",
       "    met = window.viz.dataAccessors.getMetricAccessors()\n",
       "    for (var i = 0; i < met.length; i++) {\n",
       "        for(acc in met[i]){\n",
       "            m = met[i][acc].getMetric()\n",
       "            m = (m != null ) ? m: met[i][acc].getMetrics()\n",
       "            if(m.length == undefined ){ //Is only one metric\n",
       "                pickerVals[acc] = toPickerFormat(m)\n",
       "            }\n",
       "            else{ //Multimetric charts\n",
       "                pickerVals[acc] =[]\n",
       "                for(k=0; k<m.length; k++){\n",
       "                    pickerVals[acc].push(toPickerFormat(m[k]))\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return pickerVals\n",
       "}\n",
       "\n",
       "function toPickerFormat(field){\n",
       "    picker = {}\n",
       "    if(field.type == \"ATTRIBUTE\" || field.type == \"TIME\" ){\n",
       "                picker = {\n",
       "                    name:  field.name,\n",
       "                    sort:  field.sort.name,\n",
       "                    label: field.label,\n",
       "                    dir:   field.sort.dir.toLowerCase(),\n",
       "                    limit: field.limit,\n",
       "                    type:  field.type\n",
       "                } \n",
       "                if(field.sort.func) picker.mfunc = field.sort.func.toLowerCase()\n",
       "                if(field.func) picker.func = field.func\n",
       "                if(field.granularity) picker.func = field.granularity\n",
       "                if(field.args) picker.args = field.args\n",
       "                if(field.form){\n",
       "                    picker.form = field.form\n",
       "                    picker.forms = field.forms\n",
       "                }\n",
       "    }\n",
       "    else{ //Metrics or an Attribute for histogram\n",
       "            picker = {\n",
       "                name: field.name,\n",
       "                type: field.type,\n",
       "                func: field.func,\n",
       "                label:field.label\n",
       "            } \n",
       "            if(field.name == \"count\") picker.func = undefined\n",
       "            if(field.func) picker.func = field.func.toLowerCase()\n",
       "            if(v_chart.indexOf(\"Histogram\") > -1){\n",
       "                //If field comes from the user picker args is not defined\n",
       "                if(field.args == undefined){\n",
       "                    histfuncs = {\"AUTO\":\"$histogram\", \n",
       "                                \"SIZE\":\"$histogram_by_size\",\n",
       "                                \"COUNT\":\"$histogram_by_count\"}\n",
       "                    picker.func = histfuncs[field.func]\n",
       "                    picker.args = 0\n",
       "                    if(field.size) picker.args = field.size\n",
       "                    if(field.count) picker.args = field.count\n",
       "                }\n",
       "                else{\n",
       "                    picker.args = field.args\n",
       "                }\n",
       "                picker.limit = field.limit\n",
       "                picker.sort = field.name\n",
       "                picker.dir = field.sort.dir.toLowerCase()\n",
       "            }\n",
       "    }\n",
       "    return picker\n",
       "}\n",
       "\n",
       "function getValue(oldval, newval, accessor=false){\n",
       "    if(newval){\n",
       "        if(accessor){ //Is multi-group\n",
       "            console.log(accessor);\n",
       "            if(newval.length == 1){ \n",
       "                if(accessor == \"Group 1\") {\n",
       "                    return toPickerFormat(newval)\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "            else{\n",
       "                //Get which group is (1,2, etc...)\n",
       "                pos = parseInt(accessor.split(\" \")[1])\n",
       "                console.log(\"pos\", pos);\n",
       "                if(newval.length >= pos) {\n",
       "                    return toPickerFormat(newval[pos - 1])\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "        }\n",
       "        return toPickerFormat(newval)\n",
       "    }\n",
       "    return oldval\n",
       "}\n",
       "\n",
       "function loadUserPickers(){\n",
       "    mgroupRegex = /Group [1-9]/g\n",
       "    auxMetric = 1\n",
       "    for (acc in v_pickersValues){\n",
       "        if(acc == \"Group By\"){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.field[0])\n",
       "                setDimension(acc)\n",
       "            }\n",
       "        }\n",
       "        else if(acc.match(mgroupRegex)){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = getValue(v_pickersValues[acc] , v_defPicker.field, acc)\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Trend Attribute\"){\n",
       "            if(v_defPicker.trend){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.trend[0])\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Metric\" || acc == \"Size\" || acc == \"Color Metric\" || acc == \"Bubble Size\"){\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Bar Height\"){ //This belongs to a multiple metrics\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = []\n",
       "                for(i = 0; i < v_defPicker.metric.length; i++){\n",
       "                    v_pickersValues[acc].push(toPickerFormat(v_defPicker.metric[i]))\n",
       "                }\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y Axis\"){ //This could be a multiple metrics\n",
       "            if(v_defPicker.y){\n",
       "                if(v_chart == \"Line Trend: Multiple Metrics\"){\n",
       "                    v_pickersValues[acc] = []\n",
       "                    for(i = 0; i < v_defPicker.y.length; i++){\n",
       "                        v_pickersValues[acc].push(toPickerFormat(v_defPicker.y[i]))\n",
       "                    }\n",
       "                    setMetric(acc)\n",
       "                } \n",
       "                else{\n",
       "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.y[0])\n",
       "                    setMetric(acc)\n",
       "                }\n",
       "        }}\n",
       "        else if(acc == \"X Axis\"){\n",
       "            if(v_defPicker.x){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.x[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y1 Axis\"){\n",
       "            if(v_defPicker.y1){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.y1[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y2 Axis\"){\n",
       "            if(v_defPicker.y2){\n",
       "                v_pickersValues[acc]= toPickerFormat(v_defPicker.y2[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else{ //Other un-handled metrics: Bar Color, Bubble Color...etc\n",
       "            if(v_defPicker.metric && v_defPicker.metric.length > auxMetric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[auxMetric])\n",
       "                setMetric(acc)\n",
       "                auxMetric += 1\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "function makeTable(rows, attrs){\n",
       "    table =  \"<table\"\n",
       "    tableEnd  =  \"</table>\"\n",
       "    for (attr in attrs) {\n",
       "      if(attrs[attr] === false) continue;\n",
       "      table += \" \" + attr + \"=\\\" \" + attrs[attr] + \"\\\"\";\n",
       "\n",
       "    }\n",
       "    table += \">\"\n",
       "    rows.forEach(function(row){\n",
       "        tr = \"<tr>\"\n",
       "        row.forEach(function(val){\n",
       "            tr += \"<td>\"+val+\"</td>\"\n",
       "        })\n",
       "        tr += \"</tr>\"\n",
       "        table += tr\n",
       "    })\n",
       "    return table + tableEnd\n",
       "}\n",
       "\n",
       "function buildHTML(tag, html, attrs){\n",
       "  var h = \"<\" + tag;\n",
       "  for (attr in attrs) {\n",
       "    if(attrs[attr] === false) continue;\n",
       "    h += \" \" + attr + \"= \\\"\" + attrs[attr] + \"\\\"\";\n",
       "  }\n",
       "  return h += html ? \">\" + html + \"</\" + tag + \">\" : \"/>\";\n",
       "}\n",
       "\n",
       "function getDimensionGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if( val.type == \"TIME\" || val.type == \"ATTRIBUTE\" || \n",
       "        ( (metricTypes.indexOf(val.type) > -1) && v_isHistogram ) ){\n",
       "        group = {\n",
       "            \"name\": val.name,\n",
       "            \"label\": val.label,\n",
       "            \"sort\": {\n",
       "                \"name\": val.sort,\n",
       "                \"dir\": val.dir,\n",
       "                \"metricFunc\": val.mfunc\n",
       "            },\n",
       "            \"limit\": val.limit,\n",
       "            \"type\": val.type\n",
       "        }\n",
       "        if (val.type == \"TIME\") {\n",
       "            group.func = val.func; //The granularity\n",
       "            group.sort.name = group.name; //The same time field\n",
       "            delete group.sort.metricFunc; //No operation\n",
       "        }\n",
       "        if (group.sort.name == \"count\" || group.sort.name == group.name) {\n",
       "            delete group.sort.metricFunc;\n",
       "        }\n",
       "        if (v_isHistogram) {\n",
       "            group.func = val.func\n",
       "            group.args = val.args\n",
       "        }\n",
       "        if(val.form){\n",
       "            group.form = val.form\n",
       "            group.forms = val.forms\n",
       "        }\n",
       "        return group\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setDimension(accessorName){\n",
       "    multiGroup = \"Multi Group By\";\n",
       "    if(window.viz.dataAccessors.hasOwnProperty(multiGroup)){\n",
       "        accessor = window.viz.dataAccessors[multiGroup];\n",
       "        groups = [];\n",
       "        for(acc in v_pickersValues){\n",
       "            g = getDimensionGroup(acc)\n",
       "            if(g) groups.push(getDimensionGroup(acc));\n",
       "        }\n",
       "        console.info(multiGroup, groups);\n",
       "        accessor.resetGroups(groups);\n",
       "    }\n",
       "    else{\n",
       "        accessor = window.viz.dataAccessors[accessorName];\n",
       "        group = getDimensionGroup(accessorName);\n",
       "        console.info(accessorName, group);\n",
       "        accessor.resetGroup(group);\n",
       "     }\n",
       "}\n",
       "\n",
       "function getMetricGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if (val.name == \"count\")  return {\"name\":val.name, \"label\":volumeLabel}\n",
       "    if (val.length == undefined) {\n",
       "        if (metricTypes.indexOf(val.type) > -1) {\n",
       "            return { \"name\": val.name, \"func\": val.func, \"label\": val.label }\n",
       "        }\n",
       "    } else {\n",
       "        metrics = []\n",
       "        for (pos in val) {\n",
       "            metrics.push({\n",
       "                \"name\": val[pos].name,\n",
       "                \"func\": val[pos].func,\n",
       "                \"label\": val[pos].label,\n",
       "            })\n",
       "        }\n",
       "        return metrics\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setMetric(accessorName) {\n",
       "    metric = getMetricGroup(accessorName)\n",
       "    accessor = window.viz.dataAccessors[accessorName];\n",
       "    console.log(accessorName, metric)\n",
       "    try{\n",
       "        accessor.setMetric(metric)\n",
       "    }\n",
       "    catch(err){\n",
       "        //This hack is mostly to fix the Line Trend: Multiple Metric bug\n",
       "        accessor.isColor = false; \n",
       "        accessor.resetMetrics(metric)\n",
       "    }\n",
       "}\n",
       "\n",
       "function getFusionLabel(field){\n",
       "    //Returns the fusion field label: ie Event:ID or Event:Name\n",
       "    label = _(fusionFields).filter(f => f.fields.indexOf(field) > -1).map(f => f.label).value()[0]\n",
       "    obj = _(fusionFields).filter({\"label\":label}).value()[0]\n",
       "    return label +\":\"+obj.labels[obj.fields.indexOf(field)]\n",
       "}\n",
       "\n",
       "function organizePickers(pickList, ftype){\n",
       "    for(i=0; i<pickList.length; i++){\n",
       "        fname  = pickList[i].name\n",
       "        flabel = pickList[i].label\n",
       "        if(metricTypes.indexOf(type) > -1) {\n",
       "            //Save the metric field and label\n",
       "            metricFields.fields.push(fname)\n",
       "            metricFields.labels.push(flabel)\n",
       "            metricFields.types.push(ftype)\n",
       "            //Create the select\n",
       "            metOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            //Multiple-metrics\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: fname, type:\"checkbox\", id: fname, name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", this.label, {for: fname})\n",
       "            funcSel = buildHTML(\"select\", funcOpt, { id: fname, class: \"pickers\" })\n",
       "            multiMetricTable.push([checkbox, label, funcSel])\n",
       "        }\n",
       "        else{\n",
       "            dimensionFields.fields.push(fname)\n",
       "            dimensionFields.labels.push(flabel)\n",
       "            dimensionFields.types.push(ftype)\n",
       "            dimOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            if(ftype == \"TIME\"){\n",
       "                trendOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "    //Initial variables declaration\n",
       "    var v_defPicker = {\"trend\": false, \"y2\": false, \"field\": [{\"limit\": 50, \"label\": \"Catgroup\", \"sort\": {\"dir\": \"DESC\", \"name\": \"catgroup\"}, \"type\": \"ATTRIBUTE\", \"name\": \"catgroup\"}, {\"limit\": 20, \"label\": \"Category Name\", \"sort\": {\"dir\": \"DESC\", \"name\": \"count\"}, \"type\": \"ATTRIBUTE\", \"name\": \"catname\"}], \"x\": false, \"y1\": false, \"y\": false, \"metric\": [{\"func\": \"SUM\", \"type\": \"NUMBER\", \"label\": \"Venueseats\", \"name\": \"venueseats\"}]};var v_credentials = {\"key\": \"58ae011de4b05bcf3fa4b7c7\"};var v_conf = {\"headers\": {\"Authorization\": \"Basic YWRtaW46c2Rrcm9ja3M=\", \"Content-Type\": \"application/vnd.zoomdata.v1+json\"}, \"path\": \"/zoomdata\", \"host\": \"sdk.zoomdata.com\", \"secure\": true, \"port\": 8443};var v_source = \"Ticket Sales\";var v_filters = [];var v_time = null;var v_vars = {};var v_colors = {\"Multi Group By\": \"ZoomSequential\", \"Color Metric\": \"YlGn\"};var v_divLocation = document.getElementById(\"visual9058\");var v_chart = \"Heat Map\";var v_showPickers = true;var v_isHistogram = false;\n",
       "\n",
       "    //Main selectors\n",
       "    var dimensionSelect = \"\"\n",
       "    var trendSelect = \"\"\n",
       "    var metricSelect = \"\"\n",
       "\n",
       "    var dimOpt = buildHTML(\"option\",\"Select attribute\", {value:\"\"})\n",
       "    var metOpt = buildHTML(\"option\",\"Select metric\", {value:\"\"})\n",
       "    var trendOpt = buildHTML(\"option\",\"Select attribute \", {value:\"\"})\n",
       "\n",
       "    //The label for the volume may change\n",
       "    var volumeLabel= \"Count\"\n",
       "\n",
       "    //Store the elements to build up the table in multi metrics pickers\n",
       "    var multiMetricTable = []\n",
       "\n",
       "    //Operation for Metric selectors\n",
       "    funcs = [\"Sum\",\"Avg\",\"Min\",\"Max\"]\n",
       "    var funcOpt = \"\"\n",
       "    for(op in funcs){\n",
       "        funcOpt += buildHTML(\"option\", funcs[op], {value: funcs[op].toLowerCase()})\n",
       "    }\n",
       "    var funcSelect = buildHTML(\"select\", funcOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Sort direction selector\n",
       "    sortOpt = buildHTML(\"option\", \"ASC\", {value: \"asc\"})\n",
       "    sortOpt += buildHTML(\"option\", \"DESC\", {value: \"desc\"})\n",
       "    var sortSelect = buildHTML(\"select\", sortOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Chronological and reverse chronological order  for time attributes (trend charts)\n",
       "    cronOpt= buildHTML(\"option\", \"Chronological\", {value: \"asc\"})\n",
       "    cronOpt += buildHTML(\"option\", \"Reverse chronological\", {value: \"desc\"})\n",
       "    var cronSelect = buildHTML(\"select\", cronOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Bars settings for histogram chart\n",
       "    barsOpt = buildHTML(\"option\", \"Auto\", {value: \"histogram\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Limit to\", {value: \"histogram_by_count\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Interval\", {value: \"histogram_by_size\"})\n",
       "    var barsSelect  = buildHTML(\"select\", barsOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Unit time selector\n",
       "    granularities= [\"MINUTE\",\"HOUR\",\"DAY\",\"WEEK\",\"MONTH\",\"YEAR\"]\n",
       "    var timeOpt = \"\"\n",
       "    for(g in granularities){\n",
       "        timeOpt += buildHTML(\"option\", granularities[g], {value:granularities[g]})\n",
       "    }\n",
       "    timeSelect = buildHTML(\"select\", timeOpt , {id: \"time\", class:\"pickers\"})\n",
       "\n",
       "    //This is to validate correct pickers field names/labels specified by the user in graph()\n",
       "    var metricFields = {fields:[], labels:[], types:[]}\n",
       "    var dimensionFields = {fields:[], labels:[], types:[]}\n",
       "    var fusionFields = false\n",
       "\n",
       "    //Start the visualization\n",
       "    ZoomdataSDK.createClient({\n",
       "        \"credentials\": v_credentials,\n",
       "        \"application\": {\n",
       "            \"port\": v_conf[\"port\"],\n",
       "            \"path\": v_conf[\"path\"],\n",
       "            \"host\": v_conf[\"host\"],\n",
       "            \"secure\": v_conf[\"secure\"]\n",
       "        }\n",
       "    }).then(function(client) {\n",
       "        window.client = client;\n",
       "        return (client)\n",
       "    }).then(function(client) {\n",
       "        console.log(\"Requesting visualization...\");\n",
       "        client.visualize({\n",
       "            \"source\": {\n",
       "                \"name\": v_source\n",
       "            },\n",
       "            \"visualization\": v_chart,\n",
       "            \"config\": {\n",
       "                \"filters\": v_filters,\n",
       "                \"time\": v_time,\n",
       "                \"tz\": \"UTC\"\n",
       "            },\n",
       "            \"variables\": v_vars,\n",
       "            \"element\": v_divLocation\n",
       "        }).done(function(result) {\n",
       "            window.viz = result;\n",
       "            console.log(\"Result\",result);\n",
       "\n",
       "            //Set the colors if specified\n",
       "            for(acc in v_colors){\n",
       "                window.viz.dataAccessors[acc].setColorSet(v_colors[acc])\n",
       "            }\n",
       "\n",
       "            //Get the correct label for the volume\n",
       "            volumeLabel = window.viz.source.volumeMetric.label\n",
       "\n",
       "            //Fill the first values for the multimetric table\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: \"count\", type:\"checkbox\", id: \"count\", name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", volumeLabel, {for: \"count\"})\n",
       "            hidden = buildHTML(\"input\", \"\", {data: \"count\", type:\"hidden\"}) //This is a hack for the setPickers function\n",
       "            multiMetricTable.push([checkbox, label, hidden])\n",
       "\n",
       "            //Get the source fields and group them by type\n",
       "            var types = {\"ATTRIBUTE\":[], \"TIME\":[], \"INTEGER\":[], \"NUMBER\":[], \"MONEY\":[], \"TEXT\":[], \"NULL\":[]}\n",
       "            $.each(window.viz.source.objectFields, function() {\n",
       "                if (this.visible) {\n",
       "                    types[this.type].push(this)\n",
       "                }\n",
       "            });\n",
       "\n",
       "            //Populate the pickers\n",
       "            notValid = [\"TEXT\",\"NULL\"]\n",
       "            for(type in types){\n",
       "                if(types[type].length > 0){\n",
       "                    if(metricTypes.indexOf(type) > -1){\n",
       "                        metOpt += buildHTML(\"option\", \"[==\"+type+\"==]\", {value: \"\"})\n",
       "                    }\n",
       "                    else{\n",
       "                        if(notValid.indexOf(type) == -1){\n",
       "                            dimOpt += buildHTML(\"option\", \"[==\"+type+\"==]\", {value: \"\"})\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "                if(notValid.indexOf(type) == -1){\n",
       "                    organizePickers(types[type],type)\n",
       "                }\n",
       "                if(type == \"NUMBER\"){\n",
       "                    //Add the volume to the NUMBER section in the selector\n",
       "                    metOpt += buildHTML(\"option\", volumeLabel, {value:\"count\"})\n",
       "                }\n",
       "            }\n",
       "            \n",
       "            //Check for fusion sources and get the fused attributes\n",
       "            fusedAttrs = window.viz.source.fusedAttributes\n",
       "            if(fusedAttrs.length > 0){\n",
       "                forms = function(c){\n",
       "                    fields = _.map(c.forms, \"form\")\n",
       "                    labels = _.map(c.forms, \"label\")\n",
       "                    return {name:c.name, label: c.label, fields: fields, labels: labels}\n",
       "                }\n",
       "                fusionFields = _.map(fusedAttrs, forms)\n",
       "\n",
       "                //Add the fusion fields to the picker \n",
       "                dimOpt += buildHTML(\"option\", \"[==FUSED ATTRS==]\", {value: \"\"})\n",
       "                _.map(fusionFields,function(f){\n",
       "                    for(i in f.fields){\n",
       "                        dimOpt += buildHTML(\"option\", f.label+\":\"+f.labels[i], {value: f.fields[i]})\n",
       "                    }\n",
       "                })\n",
       "            }\n",
       "\n",
       "            //Check for calc (formulas) fields\n",
       "            var hasCalc = false\n",
       "            $.each(window.viz.source.formulas, function() {\n",
       "                if(!hasCalc){\n",
       "                    metOpt += buildHTML(\"option\", \"[==FORMULAS==]\", {value: \"\"})\n",
       "                    hasCalc = true\n",
       "                }\n",
       "                //Save the metric field and label\n",
       "                metricFields.fields.push(this.name)\n",
       "                metricFields.labels.push(this.label)\n",
       "                metricFields.types.push(\"CALC\")\n",
       "                //Create the select\n",
       "                metOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "            });\n",
       "\n",
       "            dimensionSelect = buildHTML(\"select\", dimOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            trendSelect  = buildHTML(\"select\", trendOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            metricSelect = buildHTML(\"select\", metOpt, {id: \"metric\", class:\"pickers\"})\n",
       "            multiMetric = buildHTML(\"div\", makeTable(multiMetricTable, {class:\"multi\"}), { id: \"multimetric\", class:\"multimetric\" })\n",
       "\n",
       "            //Load the values that comes from the visualization definition\n",
       "            v_pickersValues = loadDefinitionPickers() \n",
       "\n",
       "            //Set the pickers specified by the user (if any) in graph()\n",
       "            if(v_defPicker) loadUserPickers()\n",
       "            console.log(\"Pickers\",v_pickersValues)\n",
       "            \n",
       "            //Set the dimension & metric pickers buttons in the DOM\n",
       "            if (v_showPickers) { //If the user wants to see the pickers\n",
       "                pickers = \"\"\n",
       "                for (acc in v_pickersValues) {\n",
       "                    id = acc.toLowerCase().replace(/ /g, \"-\")\n",
       "                    text = acc\n",
       "                    vals = v_pickersValues[acc]\n",
       "                    if (vals.type == \"ATTRIBUTE\" || vals.type == \"TIME\") {\n",
       "                        label = dimensionFields.labels[dimensionFields.fields.indexOf(vals.name)]\n",
       "                        //If no attr label found is a fusion source\n",
       "                        if(label == undefined) label = getFusionLabel(vals.form)\n",
       "                        text = acc + \": <b>\" + label + \"</b>\"\n",
       "                        if (vals.func != null && !v_isHistogram) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                        pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-dimension btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                        pickers += \"&nbsp;\"\n",
       "                    } else {\n",
       "                        label = (vals.name == \"count\") ? volumeLabel : metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                        if (!v_isHistogram){\n",
       "                            if (vals.length == undefined) {\n",
       "                                text = acc + \": <b>\" + label + \"</b>\"\n",
       "                                if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                            } else { //A multi-metric chart\n",
       "                                if (acc.indexOf(\"Color\") == -1) { //Do not show Bar Color metric for Bars: Multiple Metrics\n",
       "                                    text = acc + \": <b> (\" + vals.length.toString() + \" selected)</b>\"\n",
       "                                    if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                    pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-multi-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                    pickers += \"&nbsp;\"\n",
       "                                }\n",
       "                            }\n",
       "                        }\n",
       "                        else{ //A histogram bar\n",
       "                                label = metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                                text = \"Histogram: <b>\" + label + \"</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-histogram btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                        }\n",
       "\n",
       "                    }\n",
       "                }\n",
       "                $(\"div#pickers\").html(pickers)\n",
       "            }\n",
       "\n",
       "            //Remove the loading message\n",
       "            $(\"#load-message\").html(\"\");\n",
       "\n",
       "        }); //done \n",
       "    }); //then\n",
       "\n",
       "    //Pickers handlers\n",
       "    \n",
       "\n",
       "//Dimension Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-dimension\", function () {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var limitInput = buildHTML(\"input\",\"\",{ id:\"limit\", \n",
       "                                            value: v_pickersValues[btnAccessor].limit, \n",
       "                                            class:\"value-input\"})\n",
       "    //Place in the sort by select, the selected dimension\n",
       "    dim = v_pickersValues[btnAccessor].name\n",
       "    label = dimensionFields.labels[dimensionFields.fields.indexOf(dim)]\n",
       "    var type = dimensionFields.types[dimensionFields.fields.indexOf(dim)]\n",
       "    //If no attr label found (due to this.false) then is a fusion source\n",
       "    if(label == undefined){\n",
       "        label = v_pickersValues[btnAccessor].label\n",
       "    } \n",
       "    find = \"</option></select>\"\n",
       "    selDimOpt = buildHTML(\"option\", label , { value: dim })\n",
       "    selDimOpt = \"<option>[==ATTRIBUTE==]</option></option>\" + selDimOpt + \"</select>\"\n",
       "    var newMetricSelect = metricSelect.replace(find, selDimOpt)\n",
       "    var newFuncSelect = funcSelect\n",
       "    var newSortSelect = sortSelect \n",
       "\n",
       "    //Set the func select as disabled and the label to alphabetical if sort = field\n",
       "    if(dim == v_pickersValues[btnAccessor].sort){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "        newSortSelect = sortSelect.replace(\"ASC\", \"Alphabetical\")\n",
       "        newSortSelect = newSortSelect.replace(\"DESC\", \"Reverse alphabetical\")\n",
       "    }\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].sort == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "\n",
       "    if(type == \"ATTRIBUTE\"){\n",
       "        table = [[\"Attribute\",dimensionSelect],\n",
       "                 [\"Sort By\", newMetricSelect],\n",
       "                 [\"Operator\", newFuncSelect ], \n",
       "                 [\"Order\",newSortSelect ],\n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    else{ //TIME\n",
       "        table = [[\"Time Attribute\",trendSelect], \n",
       "                 [\"Granularity\", timeSelect], \n",
       "                 [\"Order\", cronSelect], \n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    var content = makeTable(table,{class:\"pickers\"})\n",
       "    //Load the selectors with the last used values\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButton: \"Apply\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#dimension\").val()\n",
       "            var time = this.$b.find(\"#time\").val()\n",
       "            var sortby = this.$b.find(\"#metric\").val()\n",
       "            var metFunc = this.$b.find(\"#func\").val()\n",
       "            var dir = this.$b.find(\"#sort\").val()\n",
       "            var limit = this.$b.find(\"#limit\").val()\n",
       "            var label = this.$b.find(\"#dimension option:selected\").text()\n",
       "            //Save the values\n",
       "            type = dimensionFields.types[dimensionFields.fields.indexOf(field)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: field,\n",
       "                func: time,\n",
       "                sort: sortby,\n",
       "                mfunc: metFunc,\n",
       "                dir: dir,\n",
       "                limit: parseInt(limit),\n",
       "                type: type\n",
       "            }\n",
       "            //Check if is a fusion attribute the value is not in the fields names (this.visible == false)\n",
       "            if(dimensionFields.fields.indexOf(field) == -1)\n",
       "            {\n",
       "               //Search the fuse attr (Label:Form)\n",
       "               args = label.split(\":\")\n",
       "               grp = _(window.viz.source.fusedAttributes).filter({\"label\":args[0]}).value()[0]\n",
       "               //Fill the picker value\n",
       "               v_pickersValues[btnAccessor].form = field\n",
       "               v_pickersValues[btnAccessor].name = grp.name\n",
       "               v_pickersValues[btnAccessor].forms = grp.forms\n",
       "               v_pickersValues[btnAccessor].label = args[0]\n",
       "            }\n",
       "            //If selected sortby is the attribute name, func must be null\n",
       "            if(metricFields.fields.indexOf(sortby) == -1){\n",
       "                v_pickersValues[btnAccessor].mfunc = undefined\n",
       "            }\n",
       "            //Set the dimension\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected dimension\n",
       "            fieldLabel = btnAccessor + \": <b>\"+label+\"</b>\"\n",
       "            if(type == \"TIME\") { \n",
       "                fieldLabel += \"<b> (\"+time+\")</b>\"\n",
       "            }\n",
       "            btn.html(fieldLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Metric Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var newFuncSelect = funcSelect\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].name == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Operator\", newFuncSelect ]]\n",
       "    //var content = multiMetric\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var met = this.$b.find(\"#metric\").val()\n",
       "            var func = this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            func = (met == \"count\") ? \"\" : func\n",
       "            //Save the values\n",
       "            type = metricFields.types[metricFields.fields.indexOf(met)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: met,\n",
       "                func: func,\n",
       "                type: type\n",
       "            }\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            metLabel = btnAccessor+\": <b>\"+label+\"</b>\"\n",
       "            if(func != \"\"){\n",
       "                metLabel += \"<b> (\"+func+\")</b>\" \n",
       "            }\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Histogram Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-histogram\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var argsInput = buildHTML(\"input\",\"\",{ id:\"args\", \n",
       "                                            value: v_pickersValues[btnAccessor].args, \n",
       "                                            class:\"value-input\"})\n",
       "    //Set the args input as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].func == \"$histogram\"){\n",
       "        find = \"value-input\\\"\"\n",
       "        rep = \"value-input disabled\\\" disabled=\\\"disabled\\\"\"\n",
       "        argsInput = argsInput.replace(find, rep)\n",
       "        argsInput = argsInput.replace(\"undefined\", \"0\")\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Bars Settings\", barsSelect],[\"Bars\", argsInput]]\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    var type = v_pickersValues[btnAccessor].type \n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: \"Histogram Settings\",\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#metric\").val()\n",
       "            var histgrm = \"$\"+this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            var args = this.$b.find(\"#args\").val()\n",
       "            dir = v_pickersValues[btnAccessor].dir\n",
       "            type = metricFields.types[metricFields.fields.indexOf(field)]\n",
       "            //Save the values\n",
       "                v_pickersValues[btnAccessor] = {\n",
       "                    name: field,\n",
       "                    sort: field,\n",
       "                    func: histgrm,\n",
       "                    mfunc: undefined,\n",
       "                    label: label,\n",
       "                    args: parseInt(args),\n",
       "                    dir: dir,\n",
       "                    limit: 10000,\n",
       "                    type: type\n",
       "                }\n",
       "\n",
       "            //Set the metric\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            label = \"Histogram: <b>\"+label+\"</b>\"\n",
       "            btn.html(label)\n",
       "\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Multi-Metric Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-multi-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    content = multiMetric\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function() {\n",
       "            values = []\n",
       "            $(\"input[name=\\\"multi-metrics\\\"]:checked\").each(function() {\n",
       "               values.push(this.value); \n",
       "            });\n",
       "            console.log(values)\n",
       "            v_pickersValues[btnAccessor] = []\n",
       "            for(pos in values){\n",
       "                v = values[pos]\n",
       "                type = metricFields.types[metricFields.fields.indexOf(v)]\n",
       "                v_pickersValues[btnAccessor].push({\n",
       "                    name: v,\n",
       "                    label: this.$b.find(\"label[for=\\\"\"+v+\"\\\"]\").text(),\n",
       "                    func: this.$b.find(\"select#\"+v).val(),\n",
       "                    type: type\n",
       "                })\n",
       "            }\n",
       "            console.log(v_pickersValues)\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with amount of selected metrics\n",
       "            metLabel = btnAccessor+\": <b> (\"+values.length.toString()+\" selected)</b>\"\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Disable the operation selector if users selects \"count\"\n",
       "$(\"body\").on(\"change\", \"select#metric\", function(){\n",
       "    met = $(\"select#metric\").val();\n",
       "    if(met == \"count\"){\n",
       "        $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"select#func\").prop(\"disabled\", false);\n",
       "    }\n",
       "})\n",
       "\n",
       "//Disable the value input if bars setting for histogram is auto\n",
       "$(\"body\").on(\"change\", \"select#func\", function(){\n",
       "    setting = $(\"select#func\").val();\n",
       "    if(setting == \"histogram\"){\n",
       "        $(\"#args\").prop(\"disabled\", true);\n",
       "        $(\"#args\").addClass(\"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"#args\").prop(\"disabled\", false);\n",
       "        $(\"#args\").removeClass(\"disabled\");\n",
       "    }\n",
       "})\n",
       "\n",
       "//Append dimension to metric to allow alphabetical sorting\n",
       "$(\"body\").on(\"change\", \"select#dimension\", function() {\n",
       "   if($(\"select#metric option\").length != metricFields.fields.length ){\n",
       "      $(\"select#metric\").find(\"option:last\").remove();\n",
       "   }\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    value = $( \"select#dimension option:selected\" ).val()\n",
       "    //Validate fusion fields    \n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "        value = _(fusionFields).filter({\"label\":text}).value()[0].name\n",
       "    }\n",
       "   $(\"select#metric\").append($(\"<option>\", { value:value, text: text }));\n",
       "   if($(\"select#dimension option:selected\").text() != $( \"select#metric option:selected\" ).text()){\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "   }\n",
       "})\n",
       "\n",
       "$(\"body\").on(\"change\", \"select#metric\", function() {\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "    }\n",
       "    if (text == $(\"select#metric option:selected\").text()) {\n",
       "      $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "      $(\"select#sort option:contains(\\\"ASC\\\")\").text(\"Alphabetical\");\n",
       "      $(\"select#sort option:contains(\\\"DESC\\\")\").text(\"Reverse alphabetical\");\n",
       "   }\n",
       "   else{\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "      $(\"select#sort option:contains(\\\"Alphabetical\\\")\").text(\"ASC\");\n",
       "      $(\"select#sort option:contains(\\\"Reverse alphabetical\\\")\").text(\"DESC\");\n",
       "   }\n",
       "})\n",
       "\n",
       "\n",
       "})\n",
       "\n",
       "</script></div>' \n",
       "                            src='' \n",
       "                            width='890' \n",
       "                            height='590' \n",
       "                            frameborder='0'>\n",
       "                        </iframe> "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Using convenience function with of options (available as well for the graph)\n",
    "ticket.graph.chart('Heat Map')\\\n",
    ".groupby(Attribute(\"catgroup\").limit(50).dir(\"REV-ALPHAB\"), \\\n",
    "         Attribute(\"catname\").limit(20).dir(\"DESC\"))\\\n",
    ".metric(Metric(\"venueseats\",\"SUM\"))\\\n",
    ".colors({'Multi Group By': 'ZoomSequential', 'Color Metric': 'YlGn'})\\\n",
    ".execute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                        <script type=\"text/javascript\">var kernel = IPython.notebook.kernel</script>\n",
       "                        <iframe \n",
       "                            srcdoc='<div align=\"center\"><script src=\"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js\"></script> <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min.css\" type=\"text/css\" media=\"screen\"/><link rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css\" type=\"text/css\" media=\"screen\"/><style type=\"text/css\" media=\"screen\">\n",
       "/*Table containing the selector con the jquery-confirm*/\n",
       "table.pickers{\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:5px;\n",
       "    border-collapse:separate;\n",
       "    margin-left:10%\n",
       "}\n",
       "/*Pickers button style*/\n",
       ".btnp{\n",
       "    background-color: #DDD;\n",
       "    border-radius: 6px;\n",
       "    color: black;\n",
       "    border: 0px;\n",
       "    font-size:13px;\n",
       "}\n",
       ".pickers{\n",
       "    width: 90%;\n",
       "    color: black; \n",
       "}\n",
       "/*Multiple Metrics Selector*/\n",
       "table.multi{\n",
       "    margin-left:10%;\n",
       "    width:90%;\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:3px;\n",
       "    border-collapse:separate;\n",
       "    text-align: left !important;\n",
       "}\n",
       "\n",
       ".multimetric{\n",
       "    overflow-y: scroll;\n",
       "    color: white;\n",
       "    height: 200px;\n",
       "    background-color: #2d2d2d;\n",
       "    border-radius: 6px;\n",
       "    width:100%;\n",
       "}\n",
       "\n",
       "input[type=\"checkbox\"] {\n",
       "    font-weight: normal;\n",
       "    display:inline;\n",
       "    width:19px;\n",
       "    height:19px;\n",
       "    margin:-1px 4px 0 0;\n",
       "    vertical-align:middle;\n",
       "}\n",
       "label{\n",
       "    font-weight:normal;\n",
       "}\n",
       "\n",
       ".value-input{\n",
       "    border-radius:3px;\n",
       "    border: none;\n",
       "    font-size: 12.5px;\n",
       "    width:90%;\n",
       "    color:black\n",
       "}\n",
       ".disabled{\n",
       "    background-color: #DDD;\n",
       "    color: #808080;\n",
       "}\n",
       "</style><div id=\"pickers\" style=\"display:inline-block;margin-top:5px\" align=\"center\"></div><p id=\"load-message\" style=\"margin-top:10px\" align=\"center\">Loading visualization...</p><div id=\"visual8655\" class=\"zd medium\" style=\"width:850px; height:500px; top:20%\"></div><script type=\"text/javascript\">\n",
       "require.config({\n",
       "    paths: {\n",
       "        \"jquery\": \"https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min\",\n",
       "        \"ZoomdataSDK\": \"https://sdk.zoomdata.com:8443/zoomdata/sdk/zoomdata-client.min\",\n",
       "        \"jQueryConfirm\": \"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min\",\n",
       "        \"lodash\":\"https://cdn.jsdelivr.net/lodash/4.14.1/lodash.min\",\n",
       "        \"bootstrap\": \"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min\"\n",
       "    },\n",
       "   shim:{\n",
       "       \"jQueryConfirm\":{\n",
       "           deps:[\"jquery\"]\n",
       "       },\n",
       "       \"bootstrap\":{\n",
       "           deps:[\"jquery\"]\n",
       "       }\n",
       "   }\n",
       "});\n",
       "require([\"ZoomdataSDK\", \"jquery\",\"jQueryConfirm\", \"lodash\", \"bootstrap\"], function(ZoomdataSDK, jquery, jQueryConfirm, lodash, bootstrap) {\n",
       "    //Functions\n",
       "    \n",
       "\n",
       "function setPickers(htmlStr, pickersVal) {\n",
       "    if (pickersVal.length != undefined) { //When is a multi-metric chart\n",
       "        for (pos in pickersVal) {\n",
       "            //Update the checkbox\n",
       "            val = pickersVal[pos].name\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                oldStr = \"value= \\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" checked=\\\"checked\\\"\"\n",
       "                htmlStr = htmlStr.replace(oldStr, newStr)\n",
       "                    //Update the function select\n",
       "                frag = htmlStr.split(val)\n",
       "                val = pickersVal[pos].func\n",
       "                oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" selected=\\\"selected\\\"\"\n",
       "                replace = frag[4].replace(oldStr, newStr)\n",
       "                htmlStr = htmlStr.replace(frag[4], replace)\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    fuseField = pickersVal.hasOwnProperty(\"form\") ? true:false\n",
       "    for (key in pickersVal) {\n",
       "        val = pickersVal[key]\n",
       "        if(typeof(val) == \"string\"){\n",
       "            val = val.replace(\"$\",\"\")\n",
       "        }\n",
       "        if(!fuseField || (fuseField && key !=\"name\") ){\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                if(key == \"sort\"){\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        var index = htmlStr.lastIndexOf(oldStr);\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        sortDrop = htmlStr.substr(index);\n",
       "                        sortDrop = sortDrop.replace(oldStr + \">\", newStr)\n",
       "                        htmlStr = htmlStr.substring(0, index) + sortDrop\n",
       "                }else{\n",
       "                        //Pickers\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        htmlStr = htmlStr.replace(oldStr + \">\", newStr)\n",
       "                    }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return htmlStr\n",
       "}\n",
       "\n",
       "\n",
       "function loadDefinitionPickers(){\n",
       "    //Loads and parse the default visualization values(dimensions and metrics) stored \n",
       "    //in the visualization definition\n",
       "    pickerVals = {}\n",
       "    groupBy = \"Group By\"\n",
       "    dim = window.viz.dataAccessors.getDimensionAccessors()\n",
       "    groupCounts = 1\n",
       "    for (var i = 0; i < dim.length; i++) {\n",
       "        for (acc in dim[i]){\n",
       "            try{\n",
       "                groups = dim[i][acc].getGroup()\n",
       "            }\n",
       "            catch(err){\n",
       "                groups = dim[i][acc].getFields() //Maps\n",
       "            }\n",
       "            groups = (groups != null ) ? [groups]: dim[i][acc].getGroups()\n",
       "            for (var g = 0; g < groups.length; g++) {\n",
       "                accessor = acc\n",
       "                if(acc == \"Multi Group By\"){\n",
       "                    if(groups[g].type == \"ATTRIBUTE\"){\n",
       "                        accessor = groupBy\n",
       "                        //Heat Map & Floating Bubbles contain Group 1 and 2 instead of Group By\n",
       "                        if(groupCounts > 1){\n",
       "                          accessor = \"Group \"+groupCounts.toString()\n",
       "                          if(pickerVals.hasOwnProperty(groupBy)){\n",
       "                              pickerVals[\"Group 1\"] = pickerVals[groupBy]\n",
       "                              delete pickerVals[groupBy]\n",
       "                          }\n",
       "                        } \n",
       "                        groupCounts += 1\n",
       "                    }\n",
       "                    else{\n",
       "                        accessor = \"Trend Attribute\"\n",
       "                    }\n",
       "                }\n",
       "                field = groups[g].form == undefined ? groups[g].name: groups[g].form\n",
       "                pickerVals[accessor] = toPickerFormat(groups[g])\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "\n",
       "    //Load the metrics\n",
       "    met = window.viz.dataAccessors.getMetricAccessors()\n",
       "    for (var i = 0; i < met.length; i++) {\n",
       "        for(acc in met[i]){\n",
       "            m = met[i][acc].getMetric()\n",
       "            m = (m != null ) ? m: met[i][acc].getMetrics()\n",
       "            if(m.length == undefined ){ //Is only one metric\n",
       "                pickerVals[acc] = toPickerFormat(m)\n",
       "            }\n",
       "            else{ //Multimetric charts\n",
       "                pickerVals[acc] =[]\n",
       "                for(k=0; k<m.length; k++){\n",
       "                    pickerVals[acc].push(toPickerFormat(m[k]))\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return pickerVals\n",
       "}\n",
       "\n",
       "function toPickerFormat(field){\n",
       "    picker = {}\n",
       "    if(field.type == \"ATTRIBUTE\" || field.type == \"TIME\" ){\n",
       "                picker = {\n",
       "                    name:  field.name,\n",
       "                    sort:  field.sort.name,\n",
       "                    label: field.label,\n",
       "                    dir:   field.sort.dir.toLowerCase(),\n",
       "                    limit: field.limit,\n",
       "                    type:  field.type\n",
       "                } \n",
       "                if(field.sort.func) picker.mfunc = field.sort.func.toLowerCase()\n",
       "                if(field.func) picker.func = field.func\n",
       "                if(field.granularity) picker.func = field.granularity\n",
       "                if(field.args) picker.args = field.args\n",
       "                if(field.form){\n",
       "                    picker.form = field.form\n",
       "                    picker.forms = field.forms\n",
       "                }\n",
       "    }\n",
       "    else{ //Metrics\n",
       "        picker = {\n",
       "            name:  field.name,\n",
       "            type: field.type,\n",
       "            func: field.func,\n",
       "            label:field.label\n",
       "        } \n",
       "        if(field.name == \"count\") picker.func = undefined\n",
       "        if(field.func) picker.func = field.func.toLowerCase()\n",
       "    }\n",
       "    return picker\n",
       "}\n",
       "\n",
       "function getValue(oldval, newval, accessor=false){\n",
       "    if(newval){\n",
       "        if(accessor){ //Is multi-group\n",
       "            console.log(accessor);\n",
       "            if(newval.length == 1){ \n",
       "                if(accessor == \"Group 1\") {\n",
       "                    return toPickerFormat(newval)\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "            else{\n",
       "                //Get which group is (1,2, etc...)\n",
       "                pos = parseInt(accessor.split(\" \")[1])\n",
       "                console.log(\"pos\", pos);\n",
       "                if(newval.length >= pos) {\n",
       "                    return toPickerFormat(newval[pos - 1])\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "        }\n",
       "        return toPickerFormat(newval)\n",
       "    }\n",
       "    return oldval\n",
       "}\n",
       "\n",
       "\n",
       "function loadUserPickers(){\n",
       "    mgroupRegex = /Group [1-9]/g\n",
       "    auxMetric = 1\n",
       "    for (acc in v_pickersValues){\n",
       "        if(acc == \"Group By\"){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.field[0])\n",
       "                setDimension(acc)\n",
       "            }\n",
       "        }\n",
       "        else if(acc.match(mgroupRegex)){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = getValue(v_pickersValues[acc] , v_defPicker.field, acc)\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Trend Attribute\"){\n",
       "            if(v_defPicker.trend){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.trend[0])\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Metric\" || acc == \"Size\" || acc == \"Color Metric\" || acc == \"Bubble Size\"){\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Bar Height\"){ //This belongs to a multiple metrics\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = []\n",
       "                for(i = 0; i < v_defPicker.metric.length; i++){\n",
       "                    v_pickersValues[acc].push(toPickerFormat(v_defPicker.metric[i]))\n",
       "                }\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y Axis\"){ //This could be a multiple metrics\n",
       "            if(v_defPicker.y){\n",
       "                if(v_chart == \"Line Trend: Multiple Metrics\"){\n",
       "                    v_pickersValues[acc] = []\n",
       "                    for(i = 0; i < v_defPicker.y.length; i++){\n",
       "                        v_pickersValues[acc].push(toPickerFormat(v_defPicker.y[i]))\n",
       "                    }\n",
       "                    setMetric(acc)\n",
       "                } \n",
       "                else{\n",
       "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.y[0])\n",
       "                    setMetric(acc)\n",
       "                }\n",
       "        }}\n",
       "        else if(acc == \"X Axis\"){\n",
       "            if(v_defPicker.x){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.x[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y1 Axis\"){\n",
       "            if(v_defPicker.y1){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.y1[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y2 Axis\"){\n",
       "            if(v_defPicker.y2){\n",
       "                v_pickersValues[acc]= toPickerFormat(v_defPicker.y2[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else{ //Other un-handled metrics: Bar Color, Bubble Color...etc\n",
       "            if(v_defPicker.metric && v_defPicker.metric.length > auxMetric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[auxMetric])\n",
       "                setMetric(acc)\n",
       "                auxMetric += 1\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "function makeTable(rows, attrs){\n",
       "    table =  \"<table\"\n",
       "    tableEnd  =  \"</table>\"\n",
       "    for (attr in attrs) {\n",
       "      if(attrs[attr] === false) continue;\n",
       "      table += \" \" + attr + \"=\\\" \" + attrs[attr] + \"\\\"\";\n",
       "\n",
       "    }\n",
       "    table += \">\"\n",
       "    rows.forEach(function(row){\n",
       "        tr = \"<tr>\"\n",
       "        row.forEach(function(val){\n",
       "            tr += \"<td>\"+val+\"</td>\"\n",
       "        })\n",
       "        tr += \"</tr>\"\n",
       "        table += tr\n",
       "    })\n",
       "    return table + tableEnd\n",
       "}\n",
       "\n",
       "function buildHTML(tag, html, attrs){\n",
       "  var h = \"<\" + tag;\n",
       "  for (attr in attrs) {\n",
       "    if(attrs[attr] === false) continue;\n",
       "    h += \" \" + attr + \"= \\\"\" + attrs[attr] + \"\\\"\";\n",
       "  }\n",
       "  return h += html ? \">\" + html + \"</\" + tag + \">\" : \"/>\";\n",
       "}\n",
       "\n",
       "function getDimensionGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if( val.type == \"TIME\" || val.type == \"ATTRIBUTE\" || \n",
       "      ( (val.type == \"NUMBER\" || val.type == \"INTEGER\" || val.type == \"MONEY\") && v_isHistogram ) ){\n",
       "        group = {\n",
       "            \"name\": val.name,\n",
       "            \"label\": val.label,\n",
       "            \"sort\": {\n",
       "                \"name\": val.sort,\n",
       "                \"dir\": val.dir,\n",
       "                \"metricFunc\": val.mfunc\n",
       "            },\n",
       "            \"limit\": val.limit,\n",
       "            \"type\": val.type\n",
       "        }\n",
       "        if (val.type == \"TIME\") {\n",
       "            group.func = val.func; //The granularity\n",
       "            group.sort.name = group.name; //The same time field\n",
       "            delete group.sort.metricFunc; //No operation\n",
       "        }\n",
       "        if (group.sort.name == \"count\" || group.sort.name == group.name) {\n",
       "            delete group.sort.metricFunc;\n",
       "        }\n",
       "        if (v_isHistogram) {\n",
       "            group.func = val.func\n",
       "            group.args = val.args\n",
       "        }\n",
       "        if(val.form){\n",
       "            group.form = val.form\n",
       "            group.forms = val.forms\n",
       "        }\n",
       "        return group\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setDimension(accessorName){\n",
       "    multiGroup = \"Multi Group By\";\n",
       "    if(window.viz.dataAccessors.hasOwnProperty(multiGroup)){\n",
       "        accessor = window.viz.dataAccessors[multiGroup];\n",
       "        groups = [];\n",
       "        for(acc in v_pickersValues){\n",
       "            g = getDimensionGroup(acc)\n",
       "            if(g) groups.push(getDimensionGroup(acc));\n",
       "        }\n",
       "        console.info(multiGroup, groups);\n",
       "        accessor.resetGroups(groups);\n",
       "    }\n",
       "    else{\n",
       "        accessor = window.viz.dataAccessors[accessorName];\n",
       "        group = getDimensionGroup(accessorName);\n",
       "        console.info(accessorName, group);\n",
       "        accessor.resetGroup(group);\n",
       "     }\n",
       "}\n",
       "\n",
       "function getMetricGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if (val.name == \"count\")  return {\"name\":val.name, \"label\":volumeLabel}\n",
       "    if (val.length == undefined) {\n",
       "        if (val.type == \"NUMBER\" || val.type == \"INTEGER\" || val.type == \"MONEY\") {\n",
       "            return { \"name\": val.name, \"func\": val.func, \"label\": val.label }\n",
       "        }\n",
       "    } else {\n",
       "        metrics = []\n",
       "        for (pos in val) {\n",
       "            metrics.push({\n",
       "                \"name\": val[pos].name,\n",
       "                \"func\": val[pos].func,\n",
       "                \"label\": val[pos].label,\n",
       "            })\n",
       "        }\n",
       "        return metrics\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "function setMetric(accessorName) {\n",
       "    metric = getMetricGroup(accessorName)\n",
       "    accessor = window.viz.dataAccessors[accessorName];\n",
       "    console.log(accessorName, metric)\n",
       "    try{\n",
       "        accessor.setMetric(metric)\n",
       "    }\n",
       "    catch(err){\n",
       "        //This hack is mostly to fix the Line Trend: Multiple Metric bug\n",
       "        accessor.isColor = false; \n",
       "        accessor.resetMetrics(metric)\n",
       "    }\n",
       "}\n",
       "\n",
       "function getFusionLabel(field){\n",
       "    //Returns the fusion field label: ie Event:ID or Event:Name\n",
       "    label = _(fusionFields).filter(f => f.fields.indexOf(field) > -1).map(f => f.label).value()[0]\n",
       "    obj = _(fusionFields).filter({\"label\":label}).value()[0]\n",
       "    return label +\":\"+obj.labels[obj.fields.indexOf(field)]\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "    //Initial variables declaration\n",
       "    var v_defPicker = {\"metric\": false, \"trend\": false, \"field\": [{\"type\": \"ATTRIBUTE\", \"name\": \"venuename\", \"label\": \"Venuename\", \"sort\": {\"name\": \"count\", \"dir\": \"DESC\"}, \"limit\": 1000}], \"y2\": false, \"x\": [{\"func\": \"SUM\", \"label\": \"Pricepaid\", \"type\": \"INTEGER\", \"name\": \"pricepaid\"}], \"y\": [{\"func\": \"AVG\", \"label\": \"Qty. Sold\", \"type\": \"INTEGER\", \"name\": \"qtysold\"}], \"y1\": false};var v_credentials = {\"key\": \"57c5f232e4b0ecb1372129e1\"};var v_conf = {\"secure\": true, \"port\": 8443, \"path\": \"/zoomdata\", \"headers\": {\"Content-Type\": \"application/vnd.zoomdata.v1+json\", \"Authorization\": \"Basic YWRtaW46WjAwbWRhMWE=\"}, \"host\": \"sdk.zoomdata.com\"};var v_source = \"Ticket Sales\";var v_filters = [];var v_time = null;var v_vars = {};var v_colors = [];var v_divLocation = document.getElementById(\"visual8655\");var v_chart = \"Scatter Plot\";var v_showPickers = true;var v_isHistogram = false;\n",
       "\n",
       "    //Main selectors\n",
       "    var dimensionSelect = \"\"\n",
       "    var trendSelect = \"\"\n",
       "    var metricSelect = \"\"\n",
       "\n",
       "    //The label for the volume may change\n",
       "    var volumeLabel= \"Count\"\n",
       "\n",
       "    //Operation for Metric selectors\n",
       "    funcs = [\"Sum\",\"Avg\",\"Min\",\"Max\"]\n",
       "    var funcOpt = \"\"\n",
       "    for(op in funcs){\n",
       "        funcOpt += buildHTML(\"option\", funcs[op], {value: funcs[op].toLowerCase()})\n",
       "    }\n",
       "    var funcSelect = buildHTML(\"select\", funcOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Sort direction selector\n",
       "    sortOpt = buildHTML(\"option\", \"ASC\", {value: \"asc\"})\n",
       "    sortOpt += buildHTML(\"option\", \"DESC\", {value: \"desc\"})\n",
       "    var sortSelect = buildHTML(\"select\", sortOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Chronological and reverse chronological order  for time attributes (trend charts)\n",
       "    cronOpt= buildHTML(\"option\", \"Chronological\", {value: \"asc\"})\n",
       "    cronOpt += buildHTML(\"option\", \"Reverse chronological\", {value: \"desc\"})\n",
       "    var cronSelect = buildHTML(\"select\", cronOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Bars settings for histogram chart\n",
       "    barsOpt = buildHTML(\"option\", \"Auto\", {value: \"histogram\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Limit to\", {value: \"histogram_by_count\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Interval\", {value: \"histogram_by_size\"})\n",
       "    var barsSelect  = buildHTML(\"select\", barsOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Unit time selector\n",
       "    granularities= [\"MINUTE\",\"HOUR\",\"DAY\",\"WEEK\",\"MONTH\",\"YEAR\"]\n",
       "    var timeOpt = \"\"\n",
       "    for(g in granularities){\n",
       "        timeOpt += buildHTML(\"option\", granularities[g], {value:granularities[g]})\n",
       "    }\n",
       "    timeSelect = buildHTML(\"select\", timeOpt , {id: \"time\", class:\"pickers\"})\n",
       "\n",
       "    //This is to validate correct pickers field names/labels specified by the user in graph()\n",
       "    var metricFields = {fields:[], labels:[], types:[]}\n",
       "    var dimensionFields = {fields:[], labels:[], types:[]}\n",
       "    var fusionFields = false\n",
       "\n",
       "    //Start the visualization\n",
       "    ZoomdataSDK.createClient({\n",
       "        \"credentials\": v_credentials,\n",
       "        \"application\": {\n",
       "            \"port\": v_conf[\"port\"],\n",
       "            \"path\": v_conf[\"path\"],\n",
       "            \"host\": v_conf[\"host\"],\n",
       "            \"secure\": v_conf[\"secure\"]\n",
       "        }\n",
       "    }).then(function(client) {\n",
       "        window.client = client;\n",
       "        return (client)\n",
       "    }).then(function(client) {\n",
       "        console.log(\"Requesting visualization...\");\n",
       "        client.visualize({\n",
       "            \"source\": {\n",
       "                \"name\": v_source\n",
       "            },\n",
       "            \"visualization\": v_chart,\n",
       "            \"config\": {\n",
       "                \"filters\": v_filters,\n",
       "                \"time\": v_time,\n",
       "                \"tz\": \"UTC\"\n",
       "            },\n",
       "            \"variables\": v_vars,\n",
       "            \"element\": v_divLocation\n",
       "        }).done(function(result) {\n",
       "            window.viz = result;\n",
       "            console.log(\"Result\",result);\n",
       "\n",
       "            //Set the colors if specified\n",
       "            for(acc in v_colors){\n",
       "                window.viz.dataAccessors[acc].setColorSet(v_colors[acc])\n",
       "            }\n",
       "\n",
       "            //Get the correct label for the volume\n",
       "            volumeLabel = window.viz.source.volumeMetric.label\n",
       "\n",
       "            //Fill and create the selectors with the source fields\n",
       "            var dimOpt = buildHTML(\"option\",\"Select attribute\", {value:\"\"})\n",
       "            var metOpt = buildHTML(\"option\",\"Select metric\", {value:\"\"})\n",
       "                metOpt += buildHTML(\"option\", volumeLabel, {value:\"count\"})\n",
       "            var trendOpt = buildHTML(\"option\",\"Select attribute \", {value:\"\"})\n",
       "\n",
       "            //Check for fusion sources and get the fused attributes\n",
       "            fusedAttrs = window.viz.source.fusedAttributes\n",
       "            if(fusedAttrs){\n",
       "                forms = function(c){\n",
       "                    fields = _.map(c.forms, \"form\")\n",
       "                    labels = _.map(c.forms, \"label\")\n",
       "                    return {name:c.name, label: c.label, fields: fields, labels: labels}\n",
       "                }\n",
       "                fusionFields = _.map(fusedAttrs, forms)\n",
       "\n",
       "                //Add the fusion fields to the picker \n",
       "                _.map(fusionFields,function(f){\n",
       "                    for(i in f.fields){\n",
       "                        dimOpt += buildHTML(\"option\", f.label+\":\"+f.labels[i], {value: f.fields[i]})\n",
       "                    }\n",
       "                })\n",
       "            }\n",
       "\n",
       "            var multiMetricTable = []\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: \"count\", type:\"checkbox\", id: \"count\", name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", volumeLabel, {for: \"count\"})\n",
       "            hidden = buildHTML(\"input\", \"\", {data: \"count\", type:\"hidden\"}) //This is a hack for the setPickers function\n",
       "            multiMetricTable.push([checkbox, label, hidden])\n",
       "\n",
       "            $.each(window.viz.source.objectFields, function() {\n",
       "                if (this.visible) {\n",
       "                    if (this.type == \"NUMBER\" || this.type == \"MONEY\" || this.type == \"INTEGER\") {\n",
       "                        //Save the metric field and label\n",
       "                        metricFields.fields.push(this.name)\n",
       "                        metricFields.labels.push(this.label)\n",
       "                        metricFields.types.push(this.type)\n",
       "                        //Create the select\n",
       "                        metOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "                        //Multiple-metrics\n",
       "                        checkbox = buildHTML(\"input\", \"\", {value: this.name, type:\"checkbox\", id: this.name, name:\"multi-metrics\"})\n",
       "                        label = buildHTML(\"label\", this.label, {for: this.name})\n",
       "                        funcSel = buildHTML(\"select\", funcOpt, { id: this.name, class: \"pickers\" })\n",
       "                        multiMetricTable.push([checkbox, label, funcSel])\n",
       "                    } \n",
       "                    else if (this.type == \"ATTRIBUTE\") {\n",
       "                        dimensionFields.fields.push(this.name)\n",
       "                        dimensionFields.labels.push(this.label)\n",
       "                        dimensionFields.types.push(this.type)\n",
       "                        dimOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "                    }\n",
       "                    else if (this.type == \"TIME\") {\n",
       "                        dimensionFields.fields.push(this.name)\n",
       "                        dimensionFields.labels.push(this.label)\n",
       "                        dimensionFields.types.push(this.type)\n",
       "                        trendOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "                    }\n",
       "                }\n",
       "            });\n",
       "\n",
       "            dimensionSelect = buildHTML(\"select\", dimOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            trendSelect  = buildHTML(\"select\", trendOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            metricSelect = buildHTML(\"select\", metOpt, {id: \"metric\", class:\"pickers\"})\n",
       "            multiMetric = buildHTML(\"div\", makeTable(multiMetricTable, {class:\"multi\"}), { id: \"multimetric\", class:\"multimetric\" })\n",
       "\n",
       "            //Load the values that comes from the visualization definition\n",
       "            v_pickersValues = loadDefinitionPickers() \n",
       "\n",
       "            //Set the pickers specified by the user (if any) in graph()\n",
       "            if(v_defPicker) loadUserPickers()\n",
       "            console.log(\"Pickers\",v_pickersValues)\n",
       "            \n",
       "            //Set the dimension & metric pickers buttons in the DOM\n",
       "            if (v_showPickers) { //If the user wants to see the pickers\n",
       "                pickers = \"\"\n",
       "                for (acc in v_pickersValues) {\n",
       "                    id = acc.toLowerCase().replace(/ /g, \"-\")\n",
       "                    text = acc\n",
       "                    vals = v_pickersValues[acc]\n",
       "                    if (vals.type == \"ATTRIBUTE\" || vals.type == \"TIME\") {\n",
       "                        label = dimensionFields.labels[dimensionFields.fields.indexOf(vals.name)]\n",
       "                        //If no attr label found is a fusion source\n",
       "                        if(label == undefined) label = getFusionLabel(vals.form)\n",
       "                        text = acc + \": <b>\" + label + \"</b>\"\n",
       "                        if (vals.func != null && !v_isHistogram) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                        pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-dimension btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                        pickers += \"&nbsp;\"\n",
       "                    } else {\n",
       "                        label = (vals.name == \"count\") ? volumeLabel : metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                        if (!v_isHistogram){\n",
       "                            if (vals.length == undefined) {\n",
       "                                text = acc + \": <b>\" + label + \"</b>\"\n",
       "                                if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                            } else { //A multi-metric chart\n",
       "                                if (acc.indexOf(\"Color\") == -1) { //Do not show Bar Color metric for Bars: Multiple Metrics\n",
       "                                    text = acc + \": <b> (\" + vals.length.toString() + \" selected)</b>\"\n",
       "                                    if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                    pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-multi-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                    pickers += \"&nbsp;\"\n",
       "                                }\n",
       "                            }\n",
       "                        }\n",
       "                        else{ //A histogram bar\n",
       "                                label = metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                                text = \"Histogram: <b>\" + label + \"</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-histogram btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                        }\n",
       "\n",
       "                    }\n",
       "                }\n",
       "                $(\"div#pickers\").html(pickers)\n",
       "            }\n",
       "\n",
       "            //Remove the loading message\n",
       "            $(\"#load-message\").html(\"\");\n",
       "\n",
       "        }); //done \n",
       "    }); //then\n",
       "\n",
       "    //Pickers handlers\n",
       "    \n",
       "\n",
       "//Dimension Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-dimension\", function () {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var limitInput = buildHTML(\"input\",\"\",{ id:\"limit\", \n",
       "                                            value: v_pickersValues[btnAccessor].limit, \n",
       "                                            class:\"value-input\"})\n",
       "    //Place in the sort by select, the selected dimension\n",
       "    dim = v_pickersValues[btnAccessor].name\n",
       "    label = dimensionFields.labels[dimensionFields.fields.indexOf(dim)]\n",
       "    var type = dimensionFields.types[dimensionFields.fields.indexOf(dim)]\n",
       "    //If no attr label found (due to this.false) then is a fusion source\n",
       "    if(label == undefined){\n",
       "        label = v_pickersValues[btnAccessor].label\n",
       "    } \n",
       "    find = \"</option></select>\"\n",
       "    selDimOpt = buildHTML(\"option\", label , { value: dim })\n",
       "    selDimOpt = \"</option>\" + selDimOpt + \"</select>\"\n",
       "    var newMetricSelect = metricSelect.replace(find, selDimOpt)\n",
       "    var newFuncSelect = funcSelect\n",
       "    var newSortSelect = sortSelect \n",
       "\n",
       "    //Set the func select as disabled and the label to alphabetical if sort = field\n",
       "    if(dim == v_pickersValues[btnAccessor].sort){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "        newSortSelect = sortSelect.replace(\"ASC\", \"Alphabetical\")\n",
       "        newSortSelect = newSortSelect.replace(\"DESC\", \"Reverse alphabetical\")\n",
       "    }\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].sort == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "\n",
       "    if(type == \"ATTRIBUTE\"){\n",
       "        table = [[\"Attribute\",dimensionSelect],\n",
       "                 [\"Sort By\", newMetricSelect],\n",
       "                 [\"Operator\", newFuncSelect ], \n",
       "                 [\"Order\",newSortSelect ],\n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    else{ //TIME\n",
       "        table = [[\"Time Attribute\",trendSelect], \n",
       "                 [\"Granularity\", timeSelect], \n",
       "                 [\"Order\", cronSelect], \n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    var content = makeTable(table,{class:\"pickers\"})\n",
       "    //Load the selectors with the last used values\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButton: \"Apply\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#dimension\").val()\n",
       "            var time = this.$b.find(\"#time\").val()\n",
       "            var sortby = this.$b.find(\"#metric\").val()\n",
       "            var metFunc = this.$b.find(\"#func\").val()\n",
       "            var dir = this.$b.find(\"#sort\").val()\n",
       "            var limit = this.$b.find(\"#limit\").val()\n",
       "            var label = this.$b.find(\"#dimension option:selected\").text()\n",
       "            //Save the values\n",
       "            type = dimensionFields.types[dimensionFields.fields.indexOf(field)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: field,\n",
       "                func: time,\n",
       "                sort: sortby,\n",
       "                mfunc: metFunc,\n",
       "                dir: dir,\n",
       "                limit: parseInt(limit),\n",
       "                type: type\n",
       "            }\n",
       "            //Check if is a fusion attribute the value is not in the fields names (this.visible == false)\n",
       "            if(dimensionFields.fields.indexOf(field) == -1)\n",
       "            {\n",
       "               //Search the fuse attr (Label:Form)\n",
       "               args = label.split(\":\")\n",
       "               grp = _(window.viz.source.fusedAttributes).filter({\"label\":args[0]}).value()[0]\n",
       "               //Fill the picker value\n",
       "               v_pickersValues[btnAccessor].form = field\n",
       "               v_pickersValues[btnAccessor].name = grp.name\n",
       "               v_pickersValues[btnAccessor].forms = grp.forms\n",
       "               v_pickersValues[btnAccessor].label = args[0]\n",
       "            }\n",
       "            //If selected sortby is the attribute name, func must be null\n",
       "            if(metricFields.fields.indexOf(sortby) == -1){\n",
       "                v_pickersValues[btnAccessor].mfunc = undefined\n",
       "            }\n",
       "            //Set the dimension\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected dimension\n",
       "            fieldLabel = btnAccessor + \": <b>\"+label+\"</b>\"\n",
       "            if(type == \"TIME\") { \n",
       "                fieldLabel += \"<b> (\"+time+\")</b>\"\n",
       "            }\n",
       "            btn.html(fieldLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Metric Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var newFuncSelect = funcSelect\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].name == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Operator\", newFuncSelect ]]\n",
       "    //var content = multiMetric\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var met = this.$b.find(\"#metric\").val()\n",
       "            var func = this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            func = (met == \"count\") ? \"\" : func\n",
       "            //Save the values\n",
       "            type = metricFields.types[metricFields.fields.indexOf(met)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: met,\n",
       "                func: func,\n",
       "                type: type\n",
       "            }\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            metLabel = btnAccessor+\": <b>\"+label+\"</b>\"\n",
       "            if(func != \"\"){\n",
       "                metLabel += \"<b> (\"+func+\")</b>\" \n",
       "            }\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Histogram Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-histogram\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var argsInput = buildHTML(\"input\",\"\",{ id:\"args\", \n",
       "                                            value: v_pickersValues[btnAccessor].args, \n",
       "                                            class:\"value-input\"})\n",
       "    //Set the args input as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].func == \"$histogram\"){\n",
       "        find = \"value-input\\\"\"\n",
       "        rep = \"value-input disabled\\\" disabled=\\\"disabled\\\"\"\n",
       "        argsInput = argsInput.replace(find, rep)\n",
       "        argsInput = argsInput.replace(\"undefined\", \"0\")\n",
       "    }\n",
       "    table = [[\"Attribute\",metricSelect],[\"Bars Settings\", barsSelect],[\"Bars\", argsInput]]\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    var type = v_pickersValues[btnAccessor].type \n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: \"Histogram Settings\",\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#metric\").val()\n",
       "            var histgrm = \"$\"+this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            var args = this.$b.find(\"#args\").val()\n",
       "            type = metricFields.types[metricFields.fields.indexOf(field)]\n",
       "            //Save the values\n",
       "                v_pickersValues[btnAccessor] = {\n",
       "                    field: field,\n",
       "                    sort: field,\n",
       "                    func: histgrm,\n",
       "                    mfunc: undefined,\n",
       "                    label: label,\n",
       "                    args: parseInt(args),\n",
       "                    dir: \"desc\",\n",
       "                    limit: 10000,\n",
       "                    type: type\n",
       "                }\n",
       "\n",
       "            //Set the metric\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            label = \"Histogram: <b>\"+label+\"</b>\"\n",
       "            btn.html(label)\n",
       "\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Multi-Metric Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-multi-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    content = multiMetric\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function() {\n",
       "            values = []\n",
       "            $(\"input[name=\\\"multi-metrics\\\"]:checked\").each(function() {\n",
       "               values.push(this.value); \n",
       "            });\n",
       "            console.log(values)\n",
       "            v_pickersValues[btnAccessor] = []\n",
       "            for(pos in values){\n",
       "                v = values[pos]\n",
       "                type = metricFields.types[metricFields.fields.indexOf(v)]\n",
       "                v_pickersValues[btnAccessor].push({\n",
       "                    name: v,\n",
       "                    label: this.$b.find(\"label[for=\\\"\"+v+\"\\\"]\").text(),\n",
       "                    func: this.$b.find(\"select#\"+v).val(),\n",
       "                    type: type\n",
       "                })\n",
       "            }\n",
       "            console.log(v_pickersValues)\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with amount of selected metrics\n",
       "            metLabel = btnAccessor+\": <b> (\"+values.length.toString()+\" selected)</b>\"\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Disable the operation selector if users selects \"count\"\n",
       "$(\"body\").on(\"change\", \"select#metric\", function(){\n",
       "    met = $(\"select#metric\").val();\n",
       "    if(met == \"count\"){\n",
       "        $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"select#func\").prop(\"disabled\", false);\n",
       "    }\n",
       "})\n",
       "\n",
       "//Disable the value input if bars setting for histogram is auto\n",
       "$(\"body\").on(\"change\", \"select#func\", function(){\n",
       "    setting = $(\"select#func\").val();\n",
       "    if(setting == \"histogram\"){\n",
       "        $(\"#args\").prop(\"disabled\", true);\n",
       "        $(\"#args\").addClass(\"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"#args\").prop(\"disabled\", false);\n",
       "        $(\"#args\").removeClass(\"disabled\");\n",
       "    }\n",
       "})\n",
       "\n",
       "//Append dimension to metric to allow alphabetical sorting\n",
       "$(\"body\").on(\"change\", \"select#dimension\", function() {\n",
       "   if($(\"select#metric option\").length != metricFields.fields.length ){\n",
       "      $(\"select#metric\").find(\"option:last\").remove();\n",
       "   }\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    value = $( \"select#dimension option:selected\" ).val()\n",
       "    //Validate multimetric fields    \n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "        value = _(fusionFields).filter({\"label\":text}).value()[0].name\n",
       "    }\n",
       "   $(\"select#metric\").append($(\"<option>\", { value:value, text: text }));\n",
       "   if($(\"select#dimension option:selected\").text() != $( \"select#metric option:selected\" ).text()){\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "   }\n",
       "})\n",
       "\n",
       "$(\"body\").on(\"change\", \"select#metric\", function() {\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "    }\n",
       "    if (text == $(\"select#metric option:selected\").text()) {\n",
       "      $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "      $(\"select#sort option:contains(\\\"ASC\\\")\").text(\"Alphabetical\");\n",
       "      $(\"select#sort option:contains(\\\"DESC\\\")\").text(\"Reverse alphabetical\");\n",
       "   }\n",
       "   else{\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "      $(\"select#sort option:contains(\\\"Alphabetical\\\")\").text(\"ASC\");\n",
       "      $(\"select#sort option:contains(\\\"Reverse alphabetical\\\")\").text(\"DESC\");\n",
       "   }\n",
       "})\n",
       "\n",
       "\n",
       "})\n",
       "\n",
       "</script></div>' \n",
       "                            src='' \n",
       "                            width='890' \n",
       "                            height='590' \n",
       "                            frameborder='0'>\n",
       "                        </iframe> "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Using other graph options\n",
    "ticket.graph \\\n",
    ".chart('Scatter Plot') \\\n",
    ".groupby(\n",
    "    Attribute('venuename'))\\\n",
    ".x(Metric('pricepaid'))\\\n",
    ".y(Metric('qtysold','AVG'))\\\n",
    ".execute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                        <script type=\"text/javascript\">var kernel = IPython.notebook.kernel</script>\n",
       "                        <iframe \n",
       "                            srcdoc='<div align=\"center\"><script src=\"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js\"></script> <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min.css\" type=\"text/css\" media=\"screen\"/><link rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css\" type=\"text/css\" media=\"screen\"/><style type=\"text/css\" media=\"screen\">\n",
       "/*Table containing the selector con the jquery-confirm*/\n",
       "table.pickers{\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:5px;\n",
       "    border-collapse:separate;\n",
       "    margin-left:10%\n",
       "}\n",
       "/*Pickers button style*/\n",
       ".btnp{\n",
       "    background-color: #DDD;\n",
       "    border-radius: 6px;\n",
       "    color: black;\n",
       "    border: 0px;\n",
       "    font-size:13px;\n",
       "}\n",
       ".pickers{\n",
       "    width: 90%;\n",
       "    color: black; \n",
       "}\n",
       "/*Multiple Metrics Selector*/\n",
       "table.multi{\n",
       "    margin-left:10%;\n",
       "    width:90%;\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:3px;\n",
       "    border-collapse:separate;\n",
       "    text-align: left !important;\n",
       "}\n",
       "\n",
       ".multimetric{\n",
       "    overflow-y: scroll;\n",
       "    color: white;\n",
       "    height: 200px;\n",
       "    background-color: #2d2d2d;\n",
       "    border-radius: 6px;\n",
       "    width:100%;\n",
       "}\n",
       "\n",
       "input[type=\"checkbox\"] {\n",
       "    font-weight: normal;\n",
       "    display:inline;\n",
       "    width:19px;\n",
       "    height:19px;\n",
       "    margin:-1px 4px 0 0;\n",
       "    vertical-align:middle;\n",
       "}\n",
       "label{\n",
       "    font-weight:normal;\n",
       "}\n",
       "\n",
       ".value-input{\n",
       "    border-radius:3px;\n",
       "    border: none;\n",
       "    font-size: 12.5px;\n",
       "    width:90%;\n",
       "    color:black\n",
       "}\n",
       ".disabled{\n",
       "    background-color: #DDD;\n",
       "    color: #808080;\n",
       "}\n",
       "</style><div id=\"pickers\" style=\"display:inline-block;margin-top:5px\" align=\"center\"></div><p id=\"load-message\" style=\"margin-top:10px\" align=\"center\">Loading visualization...</p><div id=\"visual5955\" class=\"zd medium\" style=\"width:850px; height:500px; top:20%\"></div><script type=\"text/javascript\">\n",
       "require.config({\n",
       "    paths: {\n",
       "        \"jquery\": \"https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min\",\n",
       "        \"ZoomdataSDK\": \"https://sdk.zoomdata.com:8443/zoomdata/sdk/zoomdata-client.min\",\n",
       "        \"jQueryConfirm\": \"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min\",\n",
       "        \"lodash\":\"https://cdn.jsdelivr.net/lodash/4.14.1/lodash.min\",\n",
       "        \"bootstrap\": \"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min\"\n",
       "    },\n",
       "   shim:{\n",
       "       \"jQueryConfirm\":{\n",
       "           deps:[\"jquery\"]\n",
       "       },\n",
       "       \"bootstrap\":{\n",
       "           deps:[\"jquery\"]\n",
       "       }\n",
       "   }\n",
       "});\n",
       "require([\"ZoomdataSDK\", \"jquery\",\"jQueryConfirm\", \"lodash\", \"bootstrap\"], function(ZoomdataSDK, jquery, jQueryConfirm, lodash, bootstrap) {\n",
       "    //Functions\n",
       "    \n",
       "\n",
       "function setPickers(htmlStr, pickersVal) {\n",
       "    if (pickersVal.length != undefined) { //When is a multi-metric chart\n",
       "        for (pos in pickersVal) {\n",
       "            //Update the checkbox\n",
       "            val = pickersVal[pos].name\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                oldStr = \"value= \\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" checked=\\\"checked\\\"\"\n",
       "                htmlStr = htmlStr.replace(oldStr, newStr)\n",
       "                    //Update the function select\n",
       "                frag = htmlStr.split(val)\n",
       "                val = pickersVal[pos].func\n",
       "                oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" selected=\\\"selected\\\"\"\n",
       "                replace = frag[4].replace(oldStr, newStr)\n",
       "                htmlStr = htmlStr.replace(frag[4], replace)\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    fuseField = pickersVal.hasOwnProperty(\"form\") ? true:false\n",
       "    for (key in pickersVal) {\n",
       "        val = pickersVal[key]\n",
       "        if(typeof(val) == \"string\"){\n",
       "            val = val.replace(\"$\",\"\")\n",
       "        }\n",
       "        if(!fuseField || (fuseField && key !=\"name\") ){\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                if(key == \"sort\"){\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        var index = htmlStr.lastIndexOf(oldStr);\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        sortDrop = htmlStr.substr(index);\n",
       "                        sortDrop = sortDrop.replace(oldStr + \">\", newStr)\n",
       "                        htmlStr = htmlStr.substring(0, index) + sortDrop\n",
       "                }else{\n",
       "                        //Pickers\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        htmlStr = htmlStr.replace(oldStr + \">\", newStr)\n",
       "                    }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return htmlStr\n",
       "}\n",
       "\n",
       "\n",
       "function loadDefinitionPickers(){\n",
       "    //Loads and parse the default visualization values(dimensions and metrics) stored \n",
       "    //in the visualization definition\n",
       "    pickerVals = {}\n",
       "    groupBy = \"Group By\"\n",
       "    dim = window.viz.dataAccessors.getDimensionAccessors()\n",
       "    groupCounts = 1\n",
       "    for (var i = 0; i < dim.length; i++) {\n",
       "        for (acc in dim[i]){\n",
       "            try{\n",
       "                groups = dim[i][acc].getGroup()\n",
       "            }\n",
       "            catch(err){\n",
       "                groups = dim[i][acc].getFields() //Maps\n",
       "            }\n",
       "            groups = (groups != null ) ? [groups]: dim[i][acc].getGroups()\n",
       "            for (var g = 0; g < groups.length; g++) {\n",
       "                accessor = acc\n",
       "                if(acc == \"Multi Group By\"){\n",
       "                    if(groups[g].type == \"ATTRIBUTE\"){\n",
       "                        accessor = groupBy\n",
       "                        //Heat Map & Floating Bubbles contain Group 1 and 2 instead of Group By\n",
       "                        if(groupCounts > 1){\n",
       "                          accessor = \"Group \"+groupCounts.toString()\n",
       "                          if(pickerVals.hasOwnProperty(groupBy)){\n",
       "                              pickerVals[\"Group 1\"] = pickerVals[groupBy]\n",
       "                              delete pickerVals[groupBy]\n",
       "                          }\n",
       "                        } \n",
       "                        groupCounts += 1\n",
       "                    }\n",
       "                    else{\n",
       "                        accessor = \"Trend Attribute\"\n",
       "                    }\n",
       "                }\n",
       "                field = groups[g].form == undefined ? groups[g].name: groups[g].form\n",
       "                pickerVals[accessor] = toPickerFormat(groups[g])\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "\n",
       "    //Load the metrics\n",
       "    met = window.viz.dataAccessors.getMetricAccessors()\n",
       "    for (var i = 0; i < met.length; i++) {\n",
       "        for(acc in met[i]){\n",
       "            m = met[i][acc].getMetric()\n",
       "            m = (m != null ) ? m: met[i][acc].getMetrics()\n",
       "            if(m.length == undefined ){ //Is only one metric\n",
       "                pickerVals[acc] = toPickerFormat(m)\n",
       "            }\n",
       "            else{ //Multimetric charts\n",
       "                pickerVals[acc] =[]\n",
       "                for(k=0; k<m.length; k++){\n",
       "                    pickerVals[acc].push(toPickerFormat(m[k]))\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return pickerVals\n",
       "}\n",
       "\n",
       "function toPickerFormat(field){\n",
       "    picker = {}\n",
       "    if(field.type == \"ATTRIBUTE\" || field.type == \"TIME\" ){\n",
       "                picker = {\n",
       "                    name:  field.name,\n",
       "                    sort:  field.sort.name,\n",
       "                    label: field.label,\n",
       "                    dir:   field.sort.dir.toLowerCase(),\n",
       "                    limit: field.limit,\n",
       "                    type:  field.type\n",
       "                } \n",
       "                if(field.sort.func) picker.mfunc = field.sort.func.toLowerCase()\n",
       "                if(field.func) picker.func = field.func\n",
       "                if(field.granularity) picker.func = field.granularity\n",
       "                if(field.args) picker.args = field.args\n",
       "                if(field.form){\n",
       "                    picker.form = field.form\n",
       "                    picker.forms = field.forms\n",
       "                }\n",
       "    }\n",
       "    else{ //Metrics\n",
       "        picker = {\n",
       "            name:  field.name,\n",
       "            type: field.type,\n",
       "            func: field.func,\n",
       "            label:field.label\n",
       "        } \n",
       "        if(field.name == \"count\") picker.func = undefined\n",
       "        if(field.func) picker.func = field.func.toLowerCase()\n",
       "    }\n",
       "    return picker\n",
       "}\n",
       "\n",
       "function getValue(oldval, newval, accessor=false){\n",
       "    if(newval){\n",
       "        if(accessor){ //Is multi-group\n",
       "            console.log(accessor);\n",
       "            if(newval.length == 1){ \n",
       "                if(accessor == \"Group 1\") {\n",
       "                    return toPickerFormat(newval)\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "            else{\n",
       "                //Get which group is (1,2, etc...)\n",
       "                pos = parseInt(accessor.split(\" \")[1])\n",
       "                console.log(\"pos\", pos);\n",
       "                if(newval.length >= pos) {\n",
       "                    return toPickerFormat(newval[pos - 1])\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "        }\n",
       "        return toPickerFormat(newval)\n",
       "    }\n",
       "    return oldval\n",
       "}\n",
       "\n",
       "\n",
       "function loadUserPickers(){\n",
       "    mgroupRegex = /Group [1-9]/g\n",
       "    auxMetric = 1\n",
       "    for (acc in v_pickersValues){\n",
       "        if(acc == \"Group By\"){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.field[0])\n",
       "                setDimension(acc)\n",
       "            }\n",
       "        }\n",
       "        else if(acc.match(mgroupRegex)){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = getValue(v_pickersValues[acc] , v_defPicker.field, acc)\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Trend Attribute\"){\n",
       "            if(v_defPicker.trend){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.trend[0])\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Metric\" || acc == \"Size\" || acc == \"Color Metric\" || acc == \"Bubble Size\"){\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Bar Height\"){ //This belongs to a multiple metrics\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = []\n",
       "                for(i = 0; i < v_defPicker.metric.length; i++){\n",
       "                    v_pickersValues[acc].push(toPickerFormat(v_defPicker.metric[i]))\n",
       "                }\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y Axis\"){ //This could be a multiple metrics\n",
       "            if(v_defPicker.y){\n",
       "                if(v_chart == \"Line Trend: Multiple Metrics\"){\n",
       "                    v_pickersValues[acc] = []\n",
       "                    for(i = 0; i < v_defPicker.y.length; i++){\n",
       "                        v_pickersValues[acc].push(toPickerFormat(v_defPicker.y[i]))\n",
       "                    }\n",
       "                    setMetric(acc)\n",
       "                } \n",
       "                else{\n",
       "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.y[0])\n",
       "                    setMetric(acc)\n",
       "                }\n",
       "        }}\n",
       "        else if(acc == \"X Axis\"){\n",
       "            if(v_defPicker.x){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.x[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y1 Axis\"){\n",
       "            if(v_defPicker.y1){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.y1[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y2 Axis\"){\n",
       "            if(v_defPicker.y2){\n",
       "                v_pickersValues[acc]= toPickerFormat(v_defPicker.y2[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else{ //Other un-handled metrics: Bar Color, Bubble Color...etc\n",
       "            if(v_defPicker.metric && v_defPicker.metric.length > auxMetric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[auxMetric])\n",
       "                setMetric(acc)\n",
       "                auxMetric += 1\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "function makeTable(rows, attrs){\n",
       "    table =  \"<table\"\n",
       "    tableEnd  =  \"</table>\"\n",
       "    for (attr in attrs) {\n",
       "      if(attrs[attr] === false) continue;\n",
       "      table += \" \" + attr + \"=\\\" \" + attrs[attr] + \"\\\"\";\n",
       "\n",
       "    }\n",
       "    table += \">\"\n",
       "    rows.forEach(function(row){\n",
       "        tr = \"<tr>\"\n",
       "        row.forEach(function(val){\n",
       "            tr += \"<td>\"+val+\"</td>\"\n",
       "        })\n",
       "        tr += \"</tr>\"\n",
       "        table += tr\n",
       "    })\n",
       "    return table + tableEnd\n",
       "}\n",
       "\n",
       "function buildHTML(tag, html, attrs){\n",
       "  var h = \"<\" + tag;\n",
       "  for (attr in attrs) {\n",
       "    if(attrs[attr] === false) continue;\n",
       "    h += \" \" + attr + \"= \\\"\" + attrs[attr] + \"\\\"\";\n",
       "  }\n",
       "  return h += html ? \">\" + html + \"</\" + tag + \">\" : \"/>\";\n",
       "}\n",
       "\n",
       "function getDimensionGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if( val.type == \"TIME\" || val.type == \"ATTRIBUTE\" || \n",
       "      ( (val.type == \"NUMBER\" || val.type == \"INTEGER\" || val.type == \"MONEY\") && v_isHistogram ) ){\n",
       "        group = {\n",
       "            \"name\": val.name,\n",
       "            \"label\": val.label,\n",
       "            \"sort\": {\n",
       "                \"name\": val.sort,\n",
       "                \"dir\": val.dir,\n",
       "                \"metricFunc\": val.mfunc\n",
       "            },\n",
       "            \"limit\": val.limit,\n",
       "            \"type\": val.type\n",
       "        }\n",
       "        if (val.type == \"TIME\") {\n",
       "            group.func = val.func; //The granularity\n",
       "            group.sort.name = group.name; //The same time field\n",
       "            delete group.sort.metricFunc; //No operation\n",
       "        }\n",
       "        if (group.sort.name == \"count\" || group.sort.name == group.name) {\n",
       "            delete group.sort.metricFunc;\n",
       "        }\n",
       "        if (v_isHistogram) {\n",
       "            group.func = val.func\n",
       "            group.args = val.args\n",
       "        }\n",
       "        if(val.form){\n",
       "            group.form = val.form\n",
       "            group.forms = val.forms\n",
       "        }\n",
       "        return group\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setDimension(accessorName){\n",
       "    multiGroup = \"Multi Group By\";\n",
       "    if(window.viz.dataAccessors.hasOwnProperty(multiGroup)){\n",
       "        accessor = window.viz.dataAccessors[multiGroup];\n",
       "        groups = [];\n",
       "        for(acc in v_pickersValues){\n",
       "            g = getDimensionGroup(acc)\n",
       "            if(g) groups.push(getDimensionGroup(acc));\n",
       "        }\n",
       "        console.info(multiGroup, groups);\n",
       "        accessor.resetGroups(groups);\n",
       "    }\n",
       "    else{\n",
       "        accessor = window.viz.dataAccessors[accessorName];\n",
       "        group = getDimensionGroup(accessorName);\n",
       "        console.info(accessorName, group);\n",
       "        accessor.resetGroup(group);\n",
       "     }\n",
       "}\n",
       "\n",
       "function getMetricGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if (val.name == \"count\")  return {\"name\":val.name, \"label\":volumeLabel}\n",
       "    if (val.length == undefined) {\n",
       "        if (val.type == \"NUMBER\" || val.type == \"INTEGER\" || val.type == \"MONEY\") {\n",
       "            return { \"name\": val.name, \"func\": val.func, \"label\": val.label }\n",
       "        }\n",
       "    } else {\n",
       "        metrics = []\n",
       "        for (pos in val) {\n",
       "            metrics.push({\n",
       "                \"name\": val[pos].name,\n",
       "                \"func\": val[pos].func,\n",
       "                \"label\": val[pos].label,\n",
       "            })\n",
       "        }\n",
       "        return metrics\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "function setMetric(accessorName) {\n",
       "    metric = getMetricGroup(accessorName)\n",
       "    accessor = window.viz.dataAccessors[accessorName];\n",
       "    console.log(accessorName, metric)\n",
       "    try{\n",
       "        accessor.setMetric(metric)\n",
       "    }\n",
       "    catch(err){\n",
       "        //This hack is mostly to fix the Line Trend: Multiple Metric bug\n",
       "        accessor.isColor = false; \n",
       "        accessor.resetMetrics(metric)\n",
       "    }\n",
       "}\n",
       "\n",
       "function getFusionLabel(field){\n",
       "    //Returns the fusion field label: ie Event:ID or Event:Name\n",
       "    label = _(fusionFields).filter(f => f.fields.indexOf(field) > -1).map(f => f.label).value()[0]\n",
       "    obj = _(fusionFields).filter({\"label\":label}).value()[0]\n",
       "    return label +\":\"+obj.labels[obj.fields.indexOf(field)]\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "    //Initial variables declaration\n",
       "    var v_defPicker = {\"metric\": false, \"trend\": false, \"field\": false, \"y2\": false, \"x\": false, \"y\": false, \"y1\": false};var v_credentials = {\"key\": \"57c5f232e4b0ecb1372129e1\"};var v_conf = {\"secure\": true, \"port\": 8443, \"path\": \"/zoomdata\", \"headers\": {\"Content-Type\": \"application/vnd.zoomdata.v1+json\", \"Authorization\": \"Basic YWRtaW46WjAwbWRhMWE=\"}, \"host\": \"sdk.zoomdata.com\"};var v_source = \"Ticket Sales\";var v_filters = [];var v_time = {\"to\": \"+2008-06-30 12:58:00.000\", \"from\": \"+2008-01-31 12:58:00.000\", \"timeField\": \"saletime\"};var v_vars = {};var v_colors = {};var v_divLocation = document.getElementById(\"visual5955\");var v_chart = \"Bars\";var v_showPickers = true;var v_isHistogram = false;\n",
       "\n",
       "    //Main selectors\n",
       "    var dimensionSelect = \"\"\n",
       "    var trendSelect = \"\"\n",
       "    var metricSelect = \"\"\n",
       "\n",
       "    //The label for the volume may change\n",
       "    var volumeLabel= \"Count\"\n",
       "\n",
       "    //Operation for Metric selectors\n",
       "    funcs = [\"Sum\",\"Avg\",\"Min\",\"Max\"]\n",
       "    var funcOpt = \"\"\n",
       "    for(op in funcs){\n",
       "        funcOpt += buildHTML(\"option\", funcs[op], {value: funcs[op].toLowerCase()})\n",
       "    }\n",
       "    var funcSelect = buildHTML(\"select\", funcOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Sort direction selector\n",
       "    sortOpt = buildHTML(\"option\", \"ASC\", {value: \"asc\"})\n",
       "    sortOpt += buildHTML(\"option\", \"DESC\", {value: \"desc\"})\n",
       "    var sortSelect = buildHTML(\"select\", sortOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Chronological and reverse chronological order  for time attributes (trend charts)\n",
       "    cronOpt= buildHTML(\"option\", \"Chronological\", {value: \"asc\"})\n",
       "    cronOpt += buildHTML(\"option\", \"Reverse chronological\", {value: \"desc\"})\n",
       "    var cronSelect = buildHTML(\"select\", cronOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Bars settings for histogram chart\n",
       "    barsOpt = buildHTML(\"option\", \"Auto\", {value: \"histogram\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Limit to\", {value: \"histogram_by_count\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Interval\", {value: \"histogram_by_size\"})\n",
       "    var barsSelect  = buildHTML(\"select\", barsOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Unit time selector\n",
       "    granularities= [\"MINUTE\",\"HOUR\",\"DAY\",\"WEEK\",\"MONTH\",\"YEAR\"]\n",
       "    var timeOpt = \"\"\n",
       "    for(g in granularities){\n",
       "        timeOpt += buildHTML(\"option\", granularities[g], {value:granularities[g]})\n",
       "    }\n",
       "    timeSelect = buildHTML(\"select\", timeOpt , {id: \"time\", class:\"pickers\"})\n",
       "\n",
       "    //This is to validate correct pickers field names/labels specified by the user in graph()\n",
       "    var metricFields = {fields:[], labels:[], types:[]}\n",
       "    var dimensionFields = {fields:[], labels:[], types:[]}\n",
       "    var fusionFields = false\n",
       "\n",
       "    //Start the visualization\n",
       "    ZoomdataSDK.createClient({\n",
       "        \"credentials\": v_credentials,\n",
       "        \"application\": {\n",
       "            \"port\": v_conf[\"port\"],\n",
       "            \"path\": v_conf[\"path\"],\n",
       "            \"host\": v_conf[\"host\"],\n",
       "            \"secure\": v_conf[\"secure\"]\n",
       "        }\n",
       "    }).then(function(client) {\n",
       "        window.client = client;\n",
       "        return (client)\n",
       "    }).then(function(client) {\n",
       "        console.log(\"Requesting visualization...\");\n",
       "        client.visualize({\n",
       "            \"source\": {\n",
       "                \"name\": v_source\n",
       "            },\n",
       "            \"visualization\": v_chart,\n",
       "            \"config\": {\n",
       "                \"filters\": v_filters,\n",
       "                \"time\": v_time,\n",
       "                \"tz\": \"UTC\"\n",
       "            },\n",
       "            \"variables\": v_vars,\n",
       "            \"element\": v_divLocation\n",
       "        }).done(function(result) {\n",
       "            window.viz = result;\n",
       "            console.log(\"Result\",result);\n",
       "\n",
       "            //Set the colors if specified\n",
       "            for(acc in v_colors){\n",
       "                window.viz.dataAccessors[acc].setColorSet(v_colors[acc])\n",
       "            }\n",
       "\n",
       "            //Get the correct label for the volume\n",
       "            volumeLabel = window.viz.source.volumeMetric.label\n",
       "\n",
       "            //Fill and create the selectors with the source fields\n",
       "            var dimOpt = buildHTML(\"option\",\"Select attribute\", {value:\"\"})\n",
       "            var metOpt = buildHTML(\"option\",\"Select metric\", {value:\"\"})\n",
       "                metOpt += buildHTML(\"option\", volumeLabel, {value:\"count\"})\n",
       "            var trendOpt = buildHTML(\"option\",\"Select attribute \", {value:\"\"})\n",
       "\n",
       "            //Check for fusion sources and get the fused attributes\n",
       "            fusedAttrs = window.viz.source.fusedAttributes\n",
       "            if(fusedAttrs){\n",
       "                forms = function(c){\n",
       "                    fields = _.map(c.forms, \"form\")\n",
       "                    labels = _.map(c.forms, \"label\")\n",
       "                    return {name:c.name, label: c.label, fields: fields, labels: labels}\n",
       "                }\n",
       "                fusionFields = _.map(fusedAttrs, forms)\n",
       "\n",
       "                //Add the fusion fields to the picker \n",
       "                _.map(fusionFields,function(f){\n",
       "                    for(i in f.fields){\n",
       "                        dimOpt += buildHTML(\"option\", f.label+\":\"+f.labels[i], {value: f.fields[i]})\n",
       "                    }\n",
       "                })\n",
       "            }\n",
       "\n",
       "            var multiMetricTable = []\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: \"count\", type:\"checkbox\", id: \"count\", name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", volumeLabel, {for: \"count\"})\n",
       "            hidden = buildHTML(\"input\", \"\", {data: \"count\", type:\"hidden\"}) //This is a hack for the setPickers function\n",
       "            multiMetricTable.push([checkbox, label, hidden])\n",
       "\n",
       "            $.each(window.viz.source.objectFields, function() {\n",
       "                if (this.visible) {\n",
       "                    if (this.type == \"NUMBER\" || this.type == \"MONEY\" || this.type == \"INTEGER\") {\n",
       "                        //Save the metric field and label\n",
       "                        metricFields.fields.push(this.name)\n",
       "                        metricFields.labels.push(this.label)\n",
       "                        metricFields.types.push(this.type)\n",
       "                        //Create the select\n",
       "                        metOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "                        //Multiple-metrics\n",
       "                        checkbox = buildHTML(\"input\", \"\", {value: this.name, type:\"checkbox\", id: this.name, name:\"multi-metrics\"})\n",
       "                        label = buildHTML(\"label\", this.label, {for: this.name})\n",
       "                        funcSel = buildHTML(\"select\", funcOpt, { id: this.name, class: \"pickers\" })\n",
       "                        multiMetricTable.push([checkbox, label, funcSel])\n",
       "                    } \n",
       "                    else if (this.type == \"ATTRIBUTE\") {\n",
       "                        dimensionFields.fields.push(this.name)\n",
       "                        dimensionFields.labels.push(this.label)\n",
       "                        dimensionFields.types.push(this.type)\n",
       "                        dimOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "                    }\n",
       "                    else if (this.type == \"TIME\") {\n",
       "                        dimensionFields.fields.push(this.name)\n",
       "                        dimensionFields.labels.push(this.label)\n",
       "                        dimensionFields.types.push(this.type)\n",
       "                        trendOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "                    }\n",
       "                }\n",
       "            });\n",
       "\n",
       "            dimensionSelect = buildHTML(\"select\", dimOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            trendSelect  = buildHTML(\"select\", trendOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            metricSelect = buildHTML(\"select\", metOpt, {id: \"metric\", class:\"pickers\"})\n",
       "            multiMetric = buildHTML(\"div\", makeTable(multiMetricTable, {class:\"multi\"}), { id: \"multimetric\", class:\"multimetric\" })\n",
       "\n",
       "            //Load the values that comes from the visualization definition\n",
       "            v_pickersValues = loadDefinitionPickers() \n",
       "\n",
       "            //Set the pickers specified by the user (if any) in graph()\n",
       "            if(v_defPicker) loadUserPickers()\n",
       "            console.log(\"Pickers\",v_pickersValues)\n",
       "            \n",
       "            //Set the dimension & metric pickers buttons in the DOM\n",
       "            if (v_showPickers) { //If the user wants to see the pickers\n",
       "                pickers = \"\"\n",
       "                for (acc in v_pickersValues) {\n",
       "                    id = acc.toLowerCase().replace(/ /g, \"-\")\n",
       "                    text = acc\n",
       "                    vals = v_pickersValues[acc]\n",
       "                    if (vals.type == \"ATTRIBUTE\" || vals.type == \"TIME\") {\n",
       "                        label = dimensionFields.labels[dimensionFields.fields.indexOf(vals.name)]\n",
       "                        //If no attr label found is a fusion source\n",
       "                        if(label == undefined) label = getFusionLabel(vals.form)\n",
       "                        text = acc + \": <b>\" + label + \"</b>\"\n",
       "                        if (vals.func != null && !v_isHistogram) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                        pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-dimension btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                        pickers += \"&nbsp;\"\n",
       "                    } else {\n",
       "                        label = (vals.name == \"count\") ? volumeLabel : metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                        if (!v_isHistogram){\n",
       "                            if (vals.length == undefined) {\n",
       "                                text = acc + \": <b>\" + label + \"</b>\"\n",
       "                                if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                            } else { //A multi-metric chart\n",
       "                                if (acc.indexOf(\"Color\") == -1) { //Do not show Bar Color metric for Bars: Multiple Metrics\n",
       "                                    text = acc + \": <b> (\" + vals.length.toString() + \" selected)</b>\"\n",
       "                                    if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                    pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-multi-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                    pickers += \"&nbsp;\"\n",
       "                                }\n",
       "                            }\n",
       "                        }\n",
       "                        else{ //A histogram bar\n",
       "                                label = metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                                text = \"Histogram: <b>\" + label + \"</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-histogram btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                        }\n",
       "\n",
       "                    }\n",
       "                }\n",
       "                $(\"div#pickers\").html(pickers)\n",
       "            }\n",
       "\n",
       "            //Remove the loading message\n",
       "            $(\"#load-message\").html(\"\");\n",
       "\n",
       "        }); //done \n",
       "    }); //then\n",
       "\n",
       "    //Pickers handlers\n",
       "    \n",
       "\n",
       "//Dimension Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-dimension\", function () {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var limitInput = buildHTML(\"input\",\"\",{ id:\"limit\", \n",
       "                                            value: v_pickersValues[btnAccessor].limit, \n",
       "                                            class:\"value-input\"})\n",
       "    //Place in the sort by select, the selected dimension\n",
       "    dim = v_pickersValues[btnAccessor].name\n",
       "    label = dimensionFields.labels[dimensionFields.fields.indexOf(dim)]\n",
       "    var type = dimensionFields.types[dimensionFields.fields.indexOf(dim)]\n",
       "    //If no attr label found (due to this.false) then is a fusion source\n",
       "    if(label == undefined){\n",
       "        label = v_pickersValues[btnAccessor].label\n",
       "    } \n",
       "    find = \"</option></select>\"\n",
       "    selDimOpt = buildHTML(\"option\", label , { value: dim })\n",
       "    selDimOpt = \"</option>\" + selDimOpt + \"</select>\"\n",
       "    var newMetricSelect = metricSelect.replace(find, selDimOpt)\n",
       "    var newFuncSelect = funcSelect\n",
       "    var newSortSelect = sortSelect \n",
       "\n",
       "    //Set the func select as disabled and the label to alphabetical if sort = field\n",
       "    if(dim == v_pickersValues[btnAccessor].sort){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "        newSortSelect = sortSelect.replace(\"ASC\", \"Alphabetical\")\n",
       "        newSortSelect = newSortSelect.replace(\"DESC\", \"Reverse alphabetical\")\n",
       "    }\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].sort == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "\n",
       "    if(type == \"ATTRIBUTE\"){\n",
       "        table = [[\"Attribute\",dimensionSelect],\n",
       "                 [\"Sort By\", newMetricSelect],\n",
       "                 [\"Operator\", newFuncSelect ], \n",
       "                 [\"Order\",newSortSelect ],\n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    else{ //TIME\n",
       "        table = [[\"Time Attribute\",trendSelect], \n",
       "                 [\"Granularity\", timeSelect], \n",
       "                 [\"Order\", cronSelect], \n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    var content = makeTable(table,{class:\"pickers\"})\n",
       "    //Load the selectors with the last used values\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButton: \"Apply\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#dimension\").val()\n",
       "            var time = this.$b.find(\"#time\").val()\n",
       "            var sortby = this.$b.find(\"#metric\").val()\n",
       "            var metFunc = this.$b.find(\"#func\").val()\n",
       "            var dir = this.$b.find(\"#sort\").val()\n",
       "            var limit = this.$b.find(\"#limit\").val()\n",
       "            var label = this.$b.find(\"#dimension option:selected\").text()\n",
       "            //Save the values\n",
       "            type = dimensionFields.types[dimensionFields.fields.indexOf(field)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: field,\n",
       "                func: time,\n",
       "                sort: sortby,\n",
       "                mfunc: metFunc,\n",
       "                dir: dir,\n",
       "                limit: parseInt(limit),\n",
       "                type: type\n",
       "            }\n",
       "            //Check if is a fusion attribute the value is not in the fields names (this.visible == false)\n",
       "            if(dimensionFields.fields.indexOf(field) == -1)\n",
       "            {\n",
       "               //Search the fuse attr (Label:Form)\n",
       "               args = label.split(\":\")\n",
       "               grp = _(window.viz.source.fusedAttributes).filter({\"label\":args[0]}).value()[0]\n",
       "               //Fill the picker value\n",
       "               v_pickersValues[btnAccessor].form = field\n",
       "               v_pickersValues[btnAccessor].name = grp.name\n",
       "               v_pickersValues[btnAccessor].forms = grp.forms\n",
       "               v_pickersValues[btnAccessor].label = args[0]\n",
       "            }\n",
       "            //If selected sortby is the attribute name, func must be null\n",
       "            if(metricFields.fields.indexOf(sortby) == -1){\n",
       "                v_pickersValues[btnAccessor].mfunc = undefined\n",
       "            }\n",
       "            //Set the dimension\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected dimension\n",
       "            fieldLabel = btnAccessor + \": <b>\"+label+\"</b>\"\n",
       "            if(type == \"TIME\") { \n",
       "                fieldLabel += \"<b> (\"+time+\")</b>\"\n",
       "            }\n",
       "            btn.html(fieldLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Metric Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var newFuncSelect = funcSelect\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].name == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Operator\", newFuncSelect ]]\n",
       "    //var content = multiMetric\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var met = this.$b.find(\"#metric\").val()\n",
       "            var func = this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            func = (met == \"count\") ? \"\" : func\n",
       "            //Save the values\n",
       "            type = metricFields.types[metricFields.fields.indexOf(met)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: met,\n",
       "                func: func,\n",
       "                type: type\n",
       "            }\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            metLabel = btnAccessor+\": <b>\"+label+\"</b>\"\n",
       "            if(func != \"\"){\n",
       "                metLabel += \"<b> (\"+func+\")</b>\" \n",
       "            }\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Histogram Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-histogram\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var argsInput = buildHTML(\"input\",\"\",{ id:\"args\", \n",
       "                                            value: v_pickersValues[btnAccessor].args, \n",
       "                                            class:\"value-input\"})\n",
       "    //Set the args input as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].func == \"$histogram\"){\n",
       "        find = \"value-input\\\"\"\n",
       "        rep = \"value-input disabled\\\" disabled=\\\"disabled\\\"\"\n",
       "        argsInput = argsInput.replace(find, rep)\n",
       "        argsInput = argsInput.replace(\"undefined\", \"0\")\n",
       "    }\n",
       "    table = [[\"Attribute\",metricSelect],[\"Bars Settings\", barsSelect],[\"Bars\", argsInput]]\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    var type = v_pickersValues[btnAccessor].type \n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: \"Histogram Settings\",\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#metric\").val()\n",
       "            var histgrm = \"$\"+this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            var args = this.$b.find(\"#args\").val()\n",
       "            type = metricFields.types[metricFields.fields.indexOf(field)]\n",
       "            //Save the values\n",
       "                v_pickersValues[btnAccessor] = {\n",
       "                    field: field,\n",
       "                    sort: field,\n",
       "                    func: histgrm,\n",
       "                    mfunc: undefined,\n",
       "                    label: label,\n",
       "                    args: parseInt(args),\n",
       "                    dir: \"desc\",\n",
       "                    limit: 10000,\n",
       "                    type: type\n",
       "                }\n",
       "\n",
       "            //Set the metric\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            label = \"Histogram: <b>\"+label+\"</b>\"\n",
       "            btn.html(label)\n",
       "\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Multi-Metric Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-multi-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    content = multiMetric\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function() {\n",
       "            values = []\n",
       "            $(\"input[name=\\\"multi-metrics\\\"]:checked\").each(function() {\n",
       "               values.push(this.value); \n",
       "            });\n",
       "            console.log(values)\n",
       "            v_pickersValues[btnAccessor] = []\n",
       "            for(pos in values){\n",
       "                v = values[pos]\n",
       "                type = metricFields.types[metricFields.fields.indexOf(v)]\n",
       "                v_pickersValues[btnAccessor].push({\n",
       "                    name: v,\n",
       "                    label: this.$b.find(\"label[for=\\\"\"+v+\"\\\"]\").text(),\n",
       "                    func: this.$b.find(\"select#\"+v).val(),\n",
       "                    type: type\n",
       "                })\n",
       "            }\n",
       "            console.log(v_pickersValues)\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with amount of selected metrics\n",
       "            metLabel = btnAccessor+\": <b> (\"+values.length.toString()+\" selected)</b>\"\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Disable the operation selector if users selects \"count\"\n",
       "$(\"body\").on(\"change\", \"select#metric\", function(){\n",
       "    met = $(\"select#metric\").val();\n",
       "    if(met == \"count\"){\n",
       "        $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"select#func\").prop(\"disabled\", false);\n",
       "    }\n",
       "})\n",
       "\n",
       "//Disable the value input if bars setting for histogram is auto\n",
       "$(\"body\").on(\"change\", \"select#func\", function(){\n",
       "    setting = $(\"select#func\").val();\n",
       "    if(setting == \"histogram\"){\n",
       "        $(\"#args\").prop(\"disabled\", true);\n",
       "        $(\"#args\").addClass(\"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"#args\").prop(\"disabled\", false);\n",
       "        $(\"#args\").removeClass(\"disabled\");\n",
       "    }\n",
       "})\n",
       "\n",
       "//Append dimension to metric to allow alphabetical sorting\n",
       "$(\"body\").on(\"change\", \"select#dimension\", function() {\n",
       "   if($(\"select#metric option\").length != metricFields.fields.length ){\n",
       "      $(\"select#metric\").find(\"option:last\").remove();\n",
       "   }\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    value = $( \"select#dimension option:selected\" ).val()\n",
       "    //Validate multimetric fields    \n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "        value = _(fusionFields).filter({\"label\":text}).value()[0].name\n",
       "    }\n",
       "   $(\"select#metric\").append($(\"<option>\", { value:value, text: text }));\n",
       "   if($(\"select#dimension option:selected\").text() != $( \"select#metric option:selected\" ).text()){\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "   }\n",
       "})\n",
       "\n",
       "$(\"body\").on(\"change\", \"select#metric\", function() {\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "    }\n",
       "    if (text == $(\"select#metric option:selected\").text()) {\n",
       "      $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "      $(\"select#sort option:contains(\\\"ASC\\\")\").text(\"Alphabetical\");\n",
       "      $(\"select#sort option:contains(\\\"DESC\\\")\").text(\"Reverse alphabetical\");\n",
       "   }\n",
       "   else{\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "      $(\"select#sort option:contains(\\\"Alphabetical\\\")\").text(\"ASC\");\n",
       "      $(\"select#sort option:contains(\\\"Reverse alphabetical\\\")\").text(\"DESC\");\n",
       "   }\n",
       "})\n",
       "\n",
       "\n",
       "})\n",
       "\n",
       "</script></div>' \n",
       "                            src='' \n",
       "                            width='890' \n",
       "                            height='590' \n",
       "                            frameborder='0'>\n",
       "                        </iframe> "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Using timefilter\n",
    "ticket.bars.time(TimeFilter('saletime').start('2008-01').to('2008-06-30'))()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Obtaining Aggregate Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>catname</th>\n",
       "      <th>firstname</th>\n",
       "      <th>saletime</th>\n",
       "      <th>qtysold(sum)</th>\n",
       "      <th>pricepaid(avg)</th>\n",
       "      <th>count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Raja</td>\n",
       "      <td>2008-06-20</td>\n",
       "      <td>3.0</td>\n",
       "      <td>165.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Hammett</td>\n",
       "      <td>2008-06-14</td>\n",
       "      <td>6.0</td>\n",
       "      <td>243.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Fulton</td>\n",
       "      <td>2008-04-24</td>\n",
       "      <td>3.0</td>\n",
       "      <td>342.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Aimee</td>\n",
       "      <td>2008-04-11</td>\n",
       "      <td>3.0</td>\n",
       "      <td>310.5</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Jeremy</td>\n",
       "      <td>2008-03-18</td>\n",
       "      <td>5.0</td>\n",
       "      <td>440.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Alexandra</td>\n",
       "      <td>2008-02-14</td>\n",
       "      <td>5.0</td>\n",
       "      <td>67.5</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Joan</td>\n",
       "      <td>2008-06-30</td>\n",
       "      <td>2.0</td>\n",
       "      <td>482.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Zane</td>\n",
       "      <td>2008-06-30</td>\n",
       "      <td>2.0</td>\n",
       "      <td>388.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Iliana</td>\n",
       "      <td>2008-06-30</td>\n",
       "      <td>2.0</td>\n",
       "      <td>334.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Pop</td>\n",
       "      <td>Brooke</td>\n",
       "      <td>2008-06-30</td>\n",
       "      <td>2.0</td>\n",
       "      <td>478.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  catname  firstname   saletime  qtysold(sum)  pricepaid(avg)  count\n",
       "0     Pop       Raja 2008-06-20           3.0           165.0      2\n",
       "1     Pop    Hammett 2008-06-14           6.0           243.0      2\n",
       "2     Pop     Fulton 2008-04-24           3.0           342.0      2\n",
       "3     Pop      Aimee 2008-04-11           3.0           310.5      2\n",
       "4     Pop     Jeremy 2008-03-18           5.0           440.0      2\n",
       "5     Pop  Alexandra 2008-02-14           5.0            67.5      2\n",
       "6     Pop       Joan 2008-06-30           2.0           482.0      1\n",
       "7     Pop       Zane 2008-06-30           2.0           388.0      1\n",
       "8     Pop     Iliana 2008-06-30           2.0           334.0      1\n",
       "9     Pop     Brooke 2008-06-30           2.0           478.0      1"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# And using every allowed option\n",
    "ticket.data\\\n",
    ".groupby(\n",
    "    Attribute('catname'),\n",
    "    Attribute('firstname'),\n",
    "    Attribute('saletime').unit('DAY'))\\\n",
    ".metrics(\n",
    "    Metric('pricepaid','AVG'),\n",
    "    Metric('qtysold'))\\\n",
    ".filter(\n",
    "    Filter('venuestate').values('CA'),\n",
    "    Filter('catname').values('Pop','Opera'))\\\n",
    ".time(\n",
    "    TimeFilter('saletime').start('2008-01').to('2008-06'))\\\n",
    ".execute() \\\n",
    ".head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Obtaining  Raw Data from a source"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# Gets all fields (note the use of .execute() at the end of the function)\n",
    "df2 = ticket.rawdata.rows(100).execute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>salesid</th>\n",
       "      <th>listid</th>\n",
       "      <th>sellerid</th>\n",
       "      <th>buyerid</th>\n",
       "      <th>eventid1</th>\n",
       "      <th>dateid1</th>\n",
       "      <th>qtysold</th>\n",
       "      <th>pricepaid</th>\n",
       "      <th>commission</th>\n",
       "      <th>saletime</th>\n",
       "      <th>...</th>\n",
       "      <th>likesports</th>\n",
       "      <th>liketheatre</th>\n",
       "      <th>likeconcerts</th>\n",
       "      <th>likejazz</th>\n",
       "      <th>likeclassical</th>\n",
       "      <th>likeopera</th>\n",
       "      <th>likerock</th>\n",
       "      <th>likevegas</th>\n",
       "      <th>likebroadway</th>\n",
       "      <th>likemusicals</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>36861</td>\n",
       "      <td>21191</td>\n",
       "      <td>7872</td>\n",
       "      <td>1875</td>\n",
       "      <td>4</td>\n",
       "      <td>728</td>\n",
       "      <td>109.20</td>\n",
       "      <td>2008-02-18 02:36:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>8117</td>\n",
       "      <td>11498</td>\n",
       "      <td>4337</td>\n",
       "      <td>1983</td>\n",
       "      <td>2</td>\n",
       "      <td>76</td>\n",
       "      <td>11.40</td>\n",
       "      <td>2008-06-06 05:00:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>1616</td>\n",
       "      <td>17433</td>\n",
       "      <td>8647</td>\n",
       "      <td>1983</td>\n",
       "      <td>2</td>\n",
       "      <td>350</td>\n",
       "      <td>52.50</td>\n",
       "      <td>2008-06-06 08:26:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>1616</td>\n",
       "      <td>19715</td>\n",
       "      <td>8647</td>\n",
       "      <td>1986</td>\n",
       "      <td>1</td>\n",
       "      <td>175</td>\n",
       "      <td>26.25</td>\n",
       "      <td>2008-06-09 08:38:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>6</td>\n",
       "      <td>47402</td>\n",
       "      <td>14115</td>\n",
       "      <td>8240</td>\n",
       "      <td>2069</td>\n",
       "      <td>2</td>\n",
       "      <td>154</td>\n",
       "      <td>23.10</td>\n",
       "      <td>2008-08-31 09:17:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>24858</td>\n",
       "      <td>24888</td>\n",
       "      <td>3375</td>\n",
       "      <td>2023</td>\n",
       "      <td>2</td>\n",
       "      <td>394</td>\n",
       "      <td>59.10</td>\n",
       "      <td>2008-07-16 11:59:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>10</td>\n",
       "      <td>24858</td>\n",
       "      <td>7952</td>\n",
       "      <td>3375</td>\n",
       "      <td>2003</td>\n",
       "      <td>4</td>\n",
       "      <td>788</td>\n",
       "      <td>118.20</td>\n",
       "      <td>2008-06-26 12:56:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>24858</td>\n",
       "      <td>19715</td>\n",
       "      <td>3375</td>\n",
       "      <td>2017</td>\n",
       "      <td>1</td>\n",
       "      <td>197</td>\n",
       "      <td>29.55</td>\n",
       "      <td>2008-07-10 02:12:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>10</td>\n",
       "      <td>24858</td>\n",
       "      <td>29891</td>\n",
       "      <td>3375</td>\n",
       "      <td>2029</td>\n",
       "      <td>3</td>\n",
       "      <td>591</td>\n",
       "      <td>88.65</td>\n",
       "      <td>2008-07-22 02:23:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>12</td>\n",
       "      <td>45635</td>\n",
       "      <td>10542</td>\n",
       "      <td>4769</td>\n",
       "      <td>2044</td>\n",
       "      <td>1</td>\n",
       "      <td>65</td>\n",
       "      <td>9.75</td>\n",
       "      <td>2008-08-06 02:51:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>12</td>\n",
       "      <td>45635</td>\n",
       "      <td>8435</td>\n",
       "      <td>4769</td>\n",
       "      <td>2042</td>\n",
       "      <td>2</td>\n",
       "      <td>130</td>\n",
       "      <td>19.50</td>\n",
       "      <td>2008-08-04 03:06:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>13</td>\n",
       "      <td>30606</td>\n",
       "      <td>9633</td>\n",
       "      <td>2147</td>\n",
       "      <td>1894</td>\n",
       "      <td>2</td>\n",
       "      <td>344</td>\n",
       "      <td>51.60</td>\n",
       "      <td>2008-03-09 03:18:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>13</td>\n",
       "      <td>14</td>\n",
       "      <td>12651</td>\n",
       "      <td>1664</td>\n",
       "      <td>2762</td>\n",
       "      <td>2059</td>\n",
       "      <td>2</td>\n",
       "      <td>244</td>\n",
       "      <td>36.60</td>\n",
       "      <td>2008-08-21 03:39:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14</td>\n",
       "      <td>15</td>\n",
       "      <td>46833</td>\n",
       "      <td>2912</td>\n",
       "      <td>7910</td>\n",
       "      <td>1950</td>\n",
       "      <td>4</td>\n",
       "      <td>300</td>\n",
       "      <td>45.00</td>\n",
       "      <td>2008-05-04 05:39:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>46833</td>\n",
       "      <td>19715</td>\n",
       "      <td>7910</td>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>75</td>\n",
       "      <td>11.25</td>\n",
       "      <td>2008-05-24 06:21:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16</td>\n",
       "      <td>17</td>\n",
       "      <td>20228</td>\n",
       "      <td>36376</td>\n",
       "      <td>7837</td>\n",
       "      <td>1908</td>\n",
       "      <td>2</td>\n",
       "      <td>334</td>\n",
       "      <td>50.10</td>\n",
       "      <td>2008-03-23 06:27:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>20228</td>\n",
       "      <td>39913</td>\n",
       "      <td>7837</td>\n",
       "      <td>1912</td>\n",
       "      <td>1</td>\n",
       "      <td>167</td>\n",
       "      <td>25.05</td>\n",
       "      <td>2008-03-27 06:40:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18</td>\n",
       "      <td>20</td>\n",
       "      <td>6300</td>\n",
       "      <td>23690</td>\n",
       "      <td>2075</td>\n",
       "      <td>1904</td>\n",
       "      <td>1</td>\n",
       "      <td>66</td>\n",
       "      <td>9.90</td>\n",
       "      <td>2008-03-19 06:46:00</td>\n",
       "      <td>...</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>20</td>\n",
       "      <td>6300</td>\n",
       "      <td>32200</td>\n",
       "      <td>2075</td>\n",
       "      <td>1914</td>\n",
       "      <td>4</td>\n",
       "      <td>264</td>\n",
       "      <td>39.60</td>\n",
       "      <td>2008-03-29 06:46:00</td>\n",
       "      <td>...</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>6300</td>\n",
       "      <td>25316</td>\n",
       "      <td>2075</td>\n",
       "      <td>1906</td>\n",
       "      <td>2</td>\n",
       "      <td>132</td>\n",
       "      <td>19.80</td>\n",
       "      <td>2008-03-21 07:01:00</td>\n",
       "      <td>...</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>45104</td>\n",
       "      <td>4373</td>\n",
       "      <td>403</td>\n",
       "      <td>1985</td>\n",
       "      <td>2</td>\n",
       "      <td>444</td>\n",
       "      <td>66.60</td>\n",
       "      <td>2008-06-08 07:56:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>22</td>\n",
       "      <td>21</td>\n",
       "      <td>45104</td>\n",
       "      <td>45572</td>\n",
       "      <td>403</td>\n",
       "      <td>2034</td>\n",
       "      <td>1</td>\n",
       "      <td>222</td>\n",
       "      <td>33.30</td>\n",
       "      <td>2008-07-27 08:10:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>23</td>\n",
       "      <td>22</td>\n",
       "      <td>19934</td>\n",
       "      <td>45572</td>\n",
       "      <td>742</td>\n",
       "      <td>2077</td>\n",
       "      <td>1</td>\n",
       "      <td>38</td>\n",
       "      <td>5.70</td>\n",
       "      <td>2008-09-08 09:40:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24</td>\n",
       "      <td>22</td>\n",
       "      <td>19934</td>\n",
       "      <td>19769</td>\n",
       "      <td>742</td>\n",
       "      <td>2046</td>\n",
       "      <td>2</td>\n",
       "      <td>76</td>\n",
       "      <td>11.40</td>\n",
       "      <td>2008-08-08 10:19:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>25</td>\n",
       "      <td>23</td>\n",
       "      <td>4820</td>\n",
       "      <td>5223</td>\n",
       "      <td>7116</td>\n",
       "      <td>1839</td>\n",
       "      <td>2</td>\n",
       "      <td>258</td>\n",
       "      <td>38.70</td>\n",
       "      <td>2008-01-13 11:14:00</td>\n",
       "      <td>...</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>26</td>\n",
       "      <td>24</td>\n",
       "      <td>24459</td>\n",
       "      <td>15686</td>\n",
       "      <td>1260</td>\n",
       "      <td>1936</td>\n",
       "      <td>2</td>\n",
       "      <td>328</td>\n",
       "      <td>49.20</td>\n",
       "      <td>2008-04-20 12:17:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>27</td>\n",
       "      <td>28</td>\n",
       "      <td>32241</td>\n",
       "      <td>4695</td>\n",
       "      <td>1820</td>\n",
       "      <td>2112</td>\n",
       "      <td>1</td>\n",
       "      <td>111</td>\n",
       "      <td>16.65</td>\n",
       "      <td>2008-10-13 01:09:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>28</td>\n",
       "      <td>29</td>\n",
       "      <td>34152</td>\n",
       "      <td>10978</td>\n",
       "      <td>7622</td>\n",
       "      <td>2133</td>\n",
       "      <td>2</td>\n",
       "      <td>58</td>\n",
       "      <td>8.70</td>\n",
       "      <td>2008-11-03 03:35:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "      <td>34152</td>\n",
       "      <td>9876</td>\n",
       "      <td>7622</td>\n",
       "      <td>2131</td>\n",
       "      <td>1</td>\n",
       "      <td>29</td>\n",
       "      <td>4.35</td>\n",
       "      <td>2008-11-01 03:46:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>16240</td>\n",
       "      <td>9876</td>\n",
       "      <td>7351</td>\n",
       "      <td>2115</td>\n",
       "      <td>1</td>\n",
       "      <td>218</td>\n",
       "      <td>32.70</td>\n",
       "      <td>2008-10-16 04:00:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>71</td>\n",
       "      <td>85</td>\n",
       "      <td>49258</td>\n",
       "      <td>31778</td>\n",
       "      <td>473</td>\n",
       "      <td>2154</td>\n",
       "      <td>1</td>\n",
       "      <td>202</td>\n",
       "      <td>30.30</td>\n",
       "      <td>2008-11-24 07:40:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>72</td>\n",
       "      <td>88</td>\n",
       "      <td>25759</td>\n",
       "      <td>22881</td>\n",
       "      <td>8584</td>\n",
       "      <td>2010</td>\n",
       "      <td>1</td>\n",
       "      <td>86</td>\n",
       "      <td>12.90</td>\n",
       "      <td>2008-07-03 07:41:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>73</td>\n",
       "      <td>88</td>\n",
       "      <td>25759</td>\n",
       "      <td>37992</td>\n",
       "      <td>8584</td>\n",
       "      <td>2028</td>\n",
       "      <td>2</td>\n",
       "      <td>172</td>\n",
       "      <td>25.80</td>\n",
       "      <td>2008-07-21 08:06:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>74</td>\n",
       "      <td>90</td>\n",
       "      <td>24855</td>\n",
       "      <td>25569</td>\n",
       "      <td>299</td>\n",
       "      <td>2062</td>\n",
       "      <td>2</td>\n",
       "      <td>424</td>\n",
       "      <td>63.60</td>\n",
       "      <td>2008-08-24 08:08:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>94</td>\n",
       "      <td>23652</td>\n",
       "      <td>28081</td>\n",
       "      <td>6117</td>\n",
       "      <td>2080</td>\n",
       "      <td>2</td>\n",
       "      <td>74</td>\n",
       "      <td>11.10</td>\n",
       "      <td>2008-09-11 08:42:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>76</td>\n",
       "      <td>96</td>\n",
       "      <td>11679</td>\n",
       "      <td>27699</td>\n",
       "      <td>1501</td>\n",
       "      <td>2053</td>\n",
       "      <td>2</td>\n",
       "      <td>490</td>\n",
       "      <td>73.50</td>\n",
       "      <td>2008-08-15 09:07:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>97</td>\n",
       "      <td>45658</td>\n",
       "      <td>24628</td>\n",
       "      <td>8721</td>\n",
       "      <td>2089</td>\n",
       "      <td>4</td>\n",
       "      <td>424</td>\n",
       "      <td>63.60</td>\n",
       "      <td>2008-09-20 10:06:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>100</td>\n",
       "      <td>38557</td>\n",
       "      <td>39035</td>\n",
       "      <td>6307</td>\n",
       "      <td>2109</td>\n",
       "      <td>1</td>\n",
       "      <td>133</td>\n",
       "      <td>19.95</td>\n",
       "      <td>2008-10-10 10:12:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>79</td>\n",
       "      <td>101</td>\n",
       "      <td>37592</td>\n",
       "      <td>7079</td>\n",
       "      <td>3340</td>\n",
       "      <td>1878</td>\n",
       "      <td>1</td>\n",
       "      <td>36</td>\n",
       "      <td>5.40</td>\n",
       "      <td>2008-02-21 10:32:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>80</td>\n",
       "      <td>101</td>\n",
       "      <td>37592</td>\n",
       "      <td>8980</td>\n",
       "      <td>3340</td>\n",
       "      <td>1880</td>\n",
       "      <td>2</td>\n",
       "      <td>72</td>\n",
       "      <td>10.80</td>\n",
       "      <td>2008-02-23 10:55:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>103</td>\n",
       "      <td>26314</td>\n",
       "      <td>7079</td>\n",
       "      <td>15</td>\n",
       "      <td>2033</td>\n",
       "      <td>1</td>\n",
       "      <td>181</td>\n",
       "      <td>27.15</td>\n",
       "      <td>2008-07-26 11:04:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>82</td>\n",
       "      <td>106</td>\n",
       "      <td>12538</td>\n",
       "      <td>11301</td>\n",
       "      <td>250</td>\n",
       "      <td>1889</td>\n",
       "      <td>2</td>\n",
       "      <td>218</td>\n",
       "      <td>32.70</td>\n",
       "      <td>2008-03-04 11:26:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>106</td>\n",
       "      <td>12538</td>\n",
       "      <td>7079</td>\n",
       "      <td>250</td>\n",
       "      <td>1884</td>\n",
       "      <td>1</td>\n",
       "      <td>109</td>\n",
       "      <td>16.35</td>\n",
       "      <td>2008-02-27 11:58:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>107</td>\n",
       "      <td>2112</td>\n",
       "      <td>3418</td>\n",
       "      <td>5221</td>\n",
       "      <td>2043</td>\n",
       "      <td>2</td>\n",
       "      <td>214</td>\n",
       "      <td>32.10</td>\n",
       "      <td>2008-08-05 12:10:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>85</td>\n",
       "      <td>108</td>\n",
       "      <td>42630</td>\n",
       "      <td>24202</td>\n",
       "      <td>940</td>\n",
       "      <td>2166</td>\n",
       "      <td>3</td>\n",
       "      <td>711</td>\n",
       "      <td>106.65</td>\n",
       "      <td>2008-12-06 12:14:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>86</td>\n",
       "      <td>108</td>\n",
       "      <td>42630</td>\n",
       "      <td>13336</td>\n",
       "      <td>940</td>\n",
       "      <td>2153</td>\n",
       "      <td>2</td>\n",
       "      <td>474</td>\n",
       "      <td>71.10</td>\n",
       "      <td>2008-11-23 12:30:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>87</td>\n",
       "      <td>108</td>\n",
       "      <td>42630</td>\n",
       "      <td>22123</td>\n",
       "      <td>940</td>\n",
       "      <td>2163</td>\n",
       "      <td>1</td>\n",
       "      <td>237</td>\n",
       "      <td>35.55</td>\n",
       "      <td>2008-12-03 12:32:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>88</td>\n",
       "      <td>109</td>\n",
       "      <td>2576</td>\n",
       "      <td>48607</td>\n",
       "      <td>2887</td>\n",
       "      <td>1925</td>\n",
       "      <td>2</td>\n",
       "      <td>416</td>\n",
       "      <td>62.40</td>\n",
       "      <td>2008-04-09 01:02:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>89</td>\n",
       "      <td>113</td>\n",
       "      <td>29704</td>\n",
       "      <td>815</td>\n",
       "      <td>4699</td>\n",
       "      <td>2075</td>\n",
       "      <td>1</td>\n",
       "      <td>176</td>\n",
       "      <td>26.40</td>\n",
       "      <td>2008-09-06 01:49:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>90</td>\n",
       "      <td>114</td>\n",
       "      <td>29625</td>\n",
       "      <td>30342</td>\n",
       "      <td>2711</td>\n",
       "      <td>2155</td>\n",
       "      <td>1</td>\n",
       "      <td>250</td>\n",
       "      <td>37.50</td>\n",
       "      <td>2008-11-25 01:53:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>115</td>\n",
       "      <td>39115</td>\n",
       "      <td>815</td>\n",
       "      <td>3513</td>\n",
       "      <td>2062</td>\n",
       "      <td>1</td>\n",
       "      <td>137</td>\n",
       "      <td>20.55</td>\n",
       "      <td>2008-08-24 02:29:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>92</td>\n",
       "      <td>115</td>\n",
       "      <td>39115</td>\n",
       "      <td>11426</td>\n",
       "      <td>3513</td>\n",
       "      <td>2075</td>\n",
       "      <td>2</td>\n",
       "      <td>274</td>\n",
       "      <td>41.10</td>\n",
       "      <td>2008-09-06 02:46:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>116</td>\n",
       "      <td>43314</td>\n",
       "      <td>497</td>\n",
       "      <td>8675</td>\n",
       "      <td>1910</td>\n",
       "      <td>2</td>\n",
       "      <td>476</td>\n",
       "      <td>71.40</td>\n",
       "      <td>2008-03-25 03:33:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>94</td>\n",
       "      <td>116</td>\n",
       "      <td>43314</td>\n",
       "      <td>5955</td>\n",
       "      <td>8675</td>\n",
       "      <td>1917</td>\n",
       "      <td>1</td>\n",
       "      <td>238</td>\n",
       "      <td>35.70</td>\n",
       "      <td>2008-04-01 03:38:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>95</td>\n",
       "      <td>117</td>\n",
       "      <td>804</td>\n",
       "      <td>12142</td>\n",
       "      <td>1200</td>\n",
       "      <td>2029</td>\n",
       "      <td>1</td>\n",
       "      <td>149</td>\n",
       "      <td>22.35</td>\n",
       "      <td>2008-07-22 03:58:00</td>\n",
       "      <td>...</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>TRUE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>96</td>\n",
       "      <td>118</td>\n",
       "      <td>6079</td>\n",
       "      <td>815</td>\n",
       "      <td>1611</td>\n",
       "      <td>1862</td>\n",
       "      <td>1</td>\n",
       "      <td>47</td>\n",
       "      <td>7.05</td>\n",
       "      <td>2008-02-05 04:02:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>97</td>\n",
       "      <td>119</td>\n",
       "      <td>10123</td>\n",
       "      <td>12142</td>\n",
       "      <td>4157</td>\n",
       "      <td>1984</td>\n",
       "      <td>1</td>\n",
       "      <td>29</td>\n",
       "      <td>4.35</td>\n",
       "      <td>2008-06-07 04:36:00</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>98</td>\n",
       "      <td>120</td>\n",
       "      <td>30866</td>\n",
       "      <td>29475</td>\n",
       "      <td>7562</td>\n",
       "      <td>1990</td>\n",
       "      <td>1</td>\n",
       "      <td>81</td>\n",
       "      <td>12.15</td>\n",
       "      <td>2008-06-13 04:38:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>99</td>\n",
       "      <td>120</td>\n",
       "      <td>30866</td>\n",
       "      <td>15779</td>\n",
       "      <td>7562</td>\n",
       "      <td>1973</td>\n",
       "      <td>4</td>\n",
       "      <td>324</td>\n",
       "      <td>48.60</td>\n",
       "      <td>2008-05-27 04:55:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>120</td>\n",
       "      <td>30866</td>\n",
       "      <td>14474</td>\n",
       "      <td>7562</td>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>162</td>\n",
       "      <td>24.30</td>\n",
       "      <td>2008-05-26 04:55:00</td>\n",
       "      <td>...</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>FALSE</td>\n",
       "      <td>None</td>\n",
       "      <td>TRUE</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 43 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    salesid  listid  sellerid  buyerid  eventid1  dateid1  qtysold  pricepaid  \\\n",
       "0         1       1     36861    21191      7872     1875        4        728   \n",
       "1         2       4      8117    11498      4337     1983        2         76   \n",
       "2         3       5      1616    17433      8647     1983        2        350   \n",
       "3         4       5      1616    19715      8647     1986        1        175   \n",
       "4         5       6     47402    14115      8240     2069        2        154   \n",
       "5         6      10     24858    24888      3375     2023        2        394   \n",
       "6         7      10     24858     7952      3375     2003        4        788   \n",
       "7         8      10     24858    19715      3375     2017        1        197   \n",
       "8         9      10     24858    29891      3375     2029        3        591   \n",
       "9        10      12     45635    10542      4769     2044        1         65   \n",
       "10       11      12     45635     8435      4769     2042        2        130   \n",
       "11       12      13     30606     9633      2147     1894        2        344   \n",
       "12       13      14     12651     1664      2762     2059        2        244   \n",
       "13       14      15     46833     2912      7910     1950        4        300   \n",
       "14       15      15     46833    19715      7910     1970        1         75   \n",
       "15       16      17     20228    36376      7837     1908        2        334   \n",
       "16       17      17     20228    39913      7837     1912        1        167   \n",
       "17       18      20      6300    23690      2075     1904        1         66   \n",
       "18       19      20      6300    32200      2075     1914        4        264   \n",
       "19       20      20      6300    25316      2075     1906        2        132   \n",
       "20       21      21     45104     4373       403     1985        2        444   \n",
       "21       22      21     45104    45572       403     2034        1        222   \n",
       "22       23      22     19934    45572       742     2077        1         38   \n",
       "23       24      22     19934    19769       742     2046        2         76   \n",
       "24       25      23      4820     5223      7116     1839        2        258   \n",
       "25       26      24     24459    15686      1260     1936        2        328   \n",
       "26       27      28     32241     4695      1820     2112        1        111   \n",
       "27       28      29     34152    10978      7622     2133        2         58   \n",
       "28       29      29     34152     9876      7622     2131        1         29   \n",
       "29       30      30     16240     9876      7351     2115        1        218   \n",
       "..      ...     ...       ...      ...       ...      ...      ...        ...   \n",
       "70       71      85     49258    31778       473     2154        1        202   \n",
       "71       72      88     25759    22881      8584     2010        1         86   \n",
       "72       73      88     25759    37992      8584     2028        2        172   \n",
       "73       74      90     24855    25569       299     2062        2        424   \n",
       "74       75      94     23652    28081      6117     2080        2         74   \n",
       "75       76      96     11679    27699      1501     2053        2        490   \n",
       "76       77      97     45658    24628      8721     2089        4        424   \n",
       "77       78     100     38557    39035      6307     2109        1        133   \n",
       "78       79     101     37592     7079      3340     1878        1         36   \n",
       "79       80     101     37592     8980      3340     1880        2         72   \n",
       "80       81     103     26314     7079        15     2033        1        181   \n",
       "81       82     106     12538    11301       250     1889        2        218   \n",
       "82       83     106     12538     7079       250     1884        1        109   \n",
       "83       84     107      2112     3418      5221     2043        2        214   \n",
       "84       85     108     42630    24202       940     2166        3        711   \n",
       "85       86     108     42630    13336       940     2153        2        474   \n",
       "86       87     108     42630    22123       940     2163        1        237   \n",
       "87       88     109      2576    48607      2887     1925        2        416   \n",
       "88       89     113     29704      815      4699     2075        1        176   \n",
       "89       90     114     29625    30342      2711     2155        1        250   \n",
       "90       91     115     39115      815      3513     2062        1        137   \n",
       "91       92     115     39115    11426      3513     2075        2        274   \n",
       "92       93     116     43314      497      8675     1910        2        476   \n",
       "93       94     116     43314     5955      8675     1917        1        238   \n",
       "94       95     117       804    12142      1200     2029        1        149   \n",
       "95       96     118      6079      815      1611     1862        1         47   \n",
       "96       97     119     10123    12142      4157     1984        1         29   \n",
       "97       98     120     30866    29475      7562     1990        1         81   \n",
       "98       99     120     30866    15779      7562     1973        4        324   \n",
       "99      100     120     30866    14474      7562     1972        2        162   \n",
       "\n",
       "    commission            saletime     ...       likesports  liketheatre  \\\n",
       "0       109.20 2008-02-18 02:36:00     ...             None        FALSE   \n",
       "1        11.40 2008-06-06 05:00:00     ...             None        FALSE   \n",
       "2        52.50 2008-06-06 08:26:00     ...             None         None   \n",
       "3        26.25 2008-06-09 08:38:00     ...             None         None   \n",
       "4        23.10 2008-08-31 09:17:00     ...             None         None   \n",
       "5        59.10 2008-07-16 11:59:00     ...             None         None   \n",
       "6       118.20 2008-06-26 12:56:00     ...             None         None   \n",
       "7        29.55 2008-07-10 02:12:00     ...             None         None   \n",
       "8        88.65 2008-07-22 02:23:00     ...             None         None   \n",
       "9         9.75 2008-08-06 02:51:00     ...             None         None   \n",
       "10       19.50 2008-08-04 03:06:00     ...             None         None   \n",
       "11       51.60 2008-03-09 03:18:00     ...             TRUE         None   \n",
       "12       36.60 2008-08-21 03:39:00     ...             None         None   \n",
       "13       45.00 2008-05-04 05:39:00     ...             None        FALSE   \n",
       "14       11.25 2008-05-24 06:21:00     ...             None        FALSE   \n",
       "15       50.10 2008-03-23 06:27:00     ...             TRUE         TRUE   \n",
       "16       25.05 2008-03-27 06:40:00     ...             TRUE         TRUE   \n",
       "17        9.90 2008-03-19 06:46:00     ...            FALSE         None   \n",
       "18       39.60 2008-03-29 06:46:00     ...            FALSE         None   \n",
       "19       19.80 2008-03-21 07:01:00     ...            FALSE         None   \n",
       "20       66.60 2008-06-08 07:56:00     ...             None        FALSE   \n",
       "21       33.30 2008-07-27 08:10:00     ...             None        FALSE   \n",
       "22        5.70 2008-09-08 09:40:00     ...             None         TRUE   \n",
       "23       11.40 2008-08-08 10:19:00     ...             None         TRUE   \n",
       "24       38.70 2008-01-13 11:14:00     ...            FALSE        FALSE   \n",
       "25       49.20 2008-04-20 12:17:00     ...             TRUE         None   \n",
       "26       16.65 2008-10-13 01:09:00     ...             None         None   \n",
       "27        8.70 2008-11-03 03:35:00     ...             None         None   \n",
       "28        4.35 2008-11-01 03:46:00     ...             None         None   \n",
       "29       32.70 2008-10-16 04:00:00     ...             None         TRUE   \n",
       "..         ...                 ...     ...              ...          ...   \n",
       "70       30.30 2008-11-24 07:40:00     ...             None         None   \n",
       "71       12.90 2008-07-03 07:41:00     ...             None         None   \n",
       "72       25.80 2008-07-21 08:06:00     ...             None         None   \n",
       "73       63.60 2008-08-24 08:08:00     ...             None         TRUE   \n",
       "74       11.10 2008-09-11 08:42:00     ...             None         None   \n",
       "75       73.50 2008-08-15 09:07:00     ...             None         None   \n",
       "76       63.60 2008-09-20 10:06:00     ...             None         None   \n",
       "77       19.95 2008-10-10 10:12:00     ...             None        FALSE   \n",
       "78        5.40 2008-02-21 10:32:00     ...             None        FALSE   \n",
       "79       10.80 2008-02-23 10:55:00     ...             None        FALSE   \n",
       "80       27.15 2008-07-26 11:04:00     ...             None         None   \n",
       "81       32.70 2008-03-04 11:26:00     ...             None         None   \n",
       "82       16.35 2008-02-27 11:58:00     ...             None         None   \n",
       "83       32.10 2008-08-05 12:10:00     ...             TRUE        FALSE   \n",
       "84      106.65 2008-12-06 12:14:00     ...             None         TRUE   \n",
       "85       71.10 2008-11-23 12:30:00     ...             None         TRUE   \n",
       "86       35.55 2008-12-03 12:32:00     ...             None         TRUE   \n",
       "87       62.40 2008-04-09 01:02:00     ...             None         TRUE   \n",
       "88       26.40 2008-09-06 01:49:00     ...             TRUE        FALSE   \n",
       "89       37.50 2008-11-25 01:53:00     ...             None         None   \n",
       "90       20.55 2008-08-24 02:29:00     ...             None         TRUE   \n",
       "91       41.10 2008-09-06 02:46:00     ...             None         TRUE   \n",
       "92       71.40 2008-03-25 03:33:00     ...             None         TRUE   \n",
       "93       35.70 2008-04-01 03:38:00     ...             None         TRUE   \n",
       "94       22.35 2008-07-22 03:58:00     ...            FALSE        FALSE   \n",
       "95        7.05 2008-02-05 04:02:00     ...             TRUE        FALSE   \n",
       "96        4.35 2008-06-07 04:36:00     ...             None         None   \n",
       "97       12.15 2008-06-13 04:38:00     ...             TRUE         None   \n",
       "98       48.60 2008-05-27 04:55:00     ...             TRUE         None   \n",
       "99       24.30 2008-05-26 04:55:00     ...             TRUE         None   \n",
       "\n",
       "    likeconcerts  likejazz likeclassical likeopera  likerock likevegas  \\\n",
       "0           None      TRUE          None     FALSE      TRUE      None   \n",
       "1           TRUE      None          None     FALSE      None      None   \n",
       "2           None      TRUE          None     FALSE     FALSE      None   \n",
       "3           None      TRUE          None     FALSE     FALSE      None   \n",
       "4           None     FALSE          None      None      None      None   \n",
       "5          FALSE      TRUE          None      TRUE      None      TRUE   \n",
       "6          FALSE      TRUE          None      TRUE      None      TRUE   \n",
       "7          FALSE      TRUE          None      TRUE      None      TRUE   \n",
       "8          FALSE      TRUE          None      TRUE      None      TRUE   \n",
       "9           None      TRUE          None      None      TRUE      TRUE   \n",
       "10          None      TRUE          None      None      TRUE      TRUE   \n",
       "11          TRUE      TRUE         FALSE      None      None      TRUE   \n",
       "12          TRUE     FALSE          None     FALSE      None      None   \n",
       "13          None      None          TRUE      None      None      None   \n",
       "14          None      None          TRUE      None      None      None   \n",
       "15          None      TRUE         FALSE      None      None     FALSE   \n",
       "16          None      TRUE         FALSE      None      None     FALSE   \n",
       "17          None      None         FALSE     FALSE      None      None   \n",
       "18          None      None         FALSE     FALSE      None      None   \n",
       "19          None      None         FALSE     FALSE      None      None   \n",
       "20          None      TRUE         FALSE      None      TRUE      None   \n",
       "21          None      TRUE         FALSE      None      TRUE      None   \n",
       "22          None      None          None      None      None      None   \n",
       "23          None      None          None      None      None      None   \n",
       "24          None      None          None      None      TRUE      None   \n",
       "25          None     FALSE         FALSE      None      None      None   \n",
       "26         FALSE     FALSE          TRUE      None      None      None   \n",
       "27         FALSE      TRUE          None      TRUE      TRUE     FALSE   \n",
       "28         FALSE      TRUE          None      TRUE      TRUE     FALSE   \n",
       "29          TRUE      TRUE          TRUE     FALSE      None      None   \n",
       "..           ...       ...           ...       ...       ...       ...   \n",
       "70          None     FALSE          TRUE      None      None      TRUE   \n",
       "71          TRUE      None         FALSE      TRUE     FALSE      None   \n",
       "72          TRUE      None         FALSE      TRUE     FALSE      None   \n",
       "73          TRUE     FALSE          TRUE      TRUE      None     FALSE   \n",
       "74          None     FALSE         FALSE      None     FALSE      TRUE   \n",
       "75          TRUE     FALSE         FALSE      None      None      None   \n",
       "76          None     FALSE          TRUE      None      None     FALSE   \n",
       "77          TRUE     FALSE          None     FALSE      None      TRUE   \n",
       "78          TRUE      TRUE          None      None      None      TRUE   \n",
       "79          TRUE      TRUE          None      None      None      TRUE   \n",
       "80          None      None          None      None      TRUE      TRUE   \n",
       "81         FALSE      TRUE          None      None     FALSE      None   \n",
       "82         FALSE      TRUE          None      None     FALSE      None   \n",
       "83          None     FALSE          None      TRUE      None      None   \n",
       "84          None      None          TRUE     FALSE      None      None   \n",
       "85          None      None          TRUE     FALSE      None      None   \n",
       "86          None      None          TRUE     FALSE      None      None   \n",
       "87          TRUE      TRUE          None     FALSE      TRUE      None   \n",
       "88          None     FALSE          TRUE      TRUE     FALSE     FALSE   \n",
       "89         FALSE      None          None      None      None     FALSE   \n",
       "90          TRUE      None          None      TRUE      TRUE      TRUE   \n",
       "91          TRUE      None          None      TRUE      TRUE      TRUE   \n",
       "92          None      None         FALSE      None     FALSE      None   \n",
       "93          None      None         FALSE      None     FALSE      None   \n",
       "94         FALSE     FALSE          None      TRUE      TRUE      None   \n",
       "95          None      None         FALSE      None      None      None   \n",
       "96          None      None         FALSE     FALSE      None      TRUE   \n",
       "97          None      None          None      None     FALSE      None   \n",
       "98          None      None          None      None     FALSE      None   \n",
       "99          None      None          None      None     FALSE      None   \n",
       "\n",
       "   likebroadway likemusicals  \n",
       "0          None         None  \n",
       "1          None         None  \n",
       "2          None         None  \n",
       "3          None         None  \n",
       "4          None         None  \n",
       "5         FALSE         TRUE  \n",
       "6         FALSE         TRUE  \n",
       "7         FALSE         TRUE  \n",
       "8         FALSE         TRUE  \n",
       "9          None         None  \n",
       "10         None         None  \n",
       "11         None         TRUE  \n",
       "12         None        FALSE  \n",
       "13         None        FALSE  \n",
       "14         None        FALSE  \n",
       "15         TRUE        FALSE  \n",
       "16         TRUE        FALSE  \n",
       "17         None         None  \n",
       "18         None         None  \n",
       "19         None         None  \n",
       "20        FALSE         TRUE  \n",
       "21        FALSE         TRUE  \n",
       "22         None         TRUE  \n",
       "23         None         TRUE  \n",
       "24        FALSE         TRUE  \n",
       "25        FALSE         None  \n",
       "26         None         None  \n",
       "27        FALSE         None  \n",
       "28        FALSE         None  \n",
       "29         None         TRUE  \n",
       "..          ...          ...  \n",
       "70        FALSE         TRUE  \n",
       "71         None         TRUE  \n",
       "72         None         TRUE  \n",
       "73        FALSE         TRUE  \n",
       "74         None         None  \n",
       "75         None         None  \n",
       "76         None         None  \n",
       "77         TRUE         None  \n",
       "78         TRUE        FALSE  \n",
       "79         TRUE        FALSE  \n",
       "80         TRUE        FALSE  \n",
       "81         None         None  \n",
       "82         None         None  \n",
       "83         None         None  \n",
       "84         None         None  \n",
       "85         None         None  \n",
       "86         None         None  \n",
       "87         None        FALSE  \n",
       "88         TRUE         None  \n",
       "89         TRUE         TRUE  \n",
       "90         None         TRUE  \n",
       "91         None         TRUE  \n",
       "92         None         None  \n",
       "93         None         None  \n",
       "94         TRUE         TRUE  \n",
       "95         None         None  \n",
       "96         None        FALSE  \n",
       "97         TRUE         None  \n",
       "98         TRUE         None  \n",
       "99         TRUE         None  \n",
       "\n",
       "[100 rows x 43 columns]"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>catname</th>\n",
       "      <th>venuename</th>\n",
       "      <th>saletime</th>\n",
       "      <th>pricepaid</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2209</th>\n",
       "      <td>Plays</td>\n",
       "      <td>Helen Hayes Theatre</td>\n",
       "      <td>2008-01-30 12:05:00</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2210</th>\n",
       "      <td>Plays</td>\n",
       "      <td>Helen Hayes Theatre</td>\n",
       "      <td>2008-02-04 12:07:00</td>\n",
       "      <td>146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2211</th>\n",
       "      <td>Plays</td>\n",
       "      <td>New Amsterdam Theatre</td>\n",
       "      <td>2008-08-09 12:27:00</td>\n",
       "      <td>185</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2212</th>\n",
       "      <td>Plays</td>\n",
       "      <td>New Amsterdam Theatre</td>\n",
       "      <td>2008-08-10 12:28:00</td>\n",
       "      <td>555</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2213</th>\n",
       "      <td>Plays</td>\n",
       "      <td>New Amsterdam Theatre</td>\n",
       "      <td>2008-08-05 12:29:00</td>\n",
       "      <td>370</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     catname              venuename            saletime  pricepaid\n",
       "2209   Plays    Helen Hayes Theatre 2008-01-30 12:05:00         73\n",
       "2210   Plays    Helen Hayes Theatre 2008-02-04 12:07:00        146\n",
       "2211   Plays  New Amsterdam Theatre 2008-08-09 12:27:00        185\n",
       "2212   Plays  New Amsterdam Theatre 2008-08-10 12:28:00        555\n",
       "2213   Plays  New Amsterdam Theatre 2008-08-05 12:29:00        370"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# A more selective way (all this can be specified with no specific order)\n",
    "ticket.rawdata\\\n",
    ".fields('catname','venuename','saletime','pricepaid')\\\n",
    ".filter(Filter('catname').values('Pop','Musicals','Opera').operation('NOTIN'))\\\n",
    ".execute()\\\n",
    ".tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>salesid</th>\n",
       "      <th>listid</th>\n",
       "      <th>sellerid</th>\n",
       "      <th>buyerid</th>\n",
       "      <th>eventid1</th>\n",
       "      <th>dateid1</th>\n",
       "      <th>qtysold</th>\n",
       "      <th>pricepaid</th>\n",
       "      <th>commission</th>\n",
       "      <th>saletime</th>\n",
       "      <th>...</th>\n",
       "      <th>venuestate</th>\n",
       "      <th>venueseats</th>\n",
       "      <th>userid</th>\n",
       "      <th>username</th>\n",
       "      <th>firstname</th>\n",
       "      <th>lastname</th>\n",
       "      <th>city</th>\n",
       "      <th>state</th>\n",
       "      <th>email</th>\n",
       "      <th>phone</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>1616</td>\n",
       "      <td>17433</td>\n",
       "      <td>8647</td>\n",
       "      <td>1983</td>\n",
       "      <td>2</td>\n",
       "      <td>350</td>\n",
       "      <td>52.50</td>\n",
       "      <td>2008-06-06 08:26:00</td>\n",
       "      <td>...</td>\n",
       "      <td>CA</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1616</td>\n",
       "      <td>QVZ22CRT</td>\n",
       "      <td>Drake</td>\n",
       "      <td>Short</td>\n",
       "      <td>Kettering</td>\n",
       "      <td>IA</td>\n",
       "      <td>erat@quama.com</td>\n",
       "      <td>(880) 881-1907</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "      <td>1616</td>\n",
       "      <td>19715</td>\n",
       "      <td>8647</td>\n",
       "      <td>1986</td>\n",
       "      <td>1</td>\n",
       "      <td>175</td>\n",
       "      <td>26.25</td>\n",
       "      <td>2008-06-09 08:38:00</td>\n",
       "      <td>...</td>\n",
       "      <td>CA</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1616</td>\n",
       "      <td>QVZ22CRT</td>\n",
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       "      <td>IA</td>\n",
       "      <td>erat@quama.com</td>\n",
       "      <td>(880) 881-1907</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2006</td>\n",
       "      <td>2149</td>\n",
       "      <td>1616</td>\n",
       "      <td>1332</td>\n",
       "      <td>3991</td>\n",
       "      <td>2133</td>\n",
       "      <td>2</td>\n",
       "      <td>330</td>\n",
       "      <td>49.50</td>\n",
       "      <td>2008-11-03 06:04:00</td>\n",
       "      <td>...</td>\n",
       "      <td>CA</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1616</td>\n",
       "      <td>QVZ22CRT</td>\n",
       "      <td>Drake</td>\n",
       "      <td>Short</td>\n",
       "      <td>Kettering</td>\n",
       "      <td>IA</td>\n",
       "      <td>erat@quama.com</td>\n",
       "      <td>(880) 881-1907</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2007</td>\n",
       "      <td>2149</td>\n",
       "      <td>1616</td>\n",
       "      <td>26597</td>\n",
       "      <td>3991</td>\n",
       "      <td>2163</td>\n",
       "      <td>4</td>\n",
       "      <td>660</td>\n",
       "      <td>99.00</td>\n",
       "      <td>2008-12-03 06:07:00</td>\n",
       "      <td>...</td>\n",
       "      <td>CA</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1616</td>\n",
       "      <td>QVZ22CRT</td>\n",
       "      <td>Drake</td>\n",
       "      <td>Short</td>\n",
       "      <td>Kettering</td>\n",
       "      <td>IA</td>\n",
       "      <td>erat@quama.com</td>\n",
       "      <td>(880) 881-1907</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2008</td>\n",
       "      <td>2149</td>\n",
       "      <td>1616</td>\n",
       "      <td>24142</td>\n",
       "      <td>3991</td>\n",
       "      <td>2160</td>\n",
       "      <td>1</td>\n",
       "      <td>165</td>\n",
       "      <td>24.75</td>\n",
       "      <td>2008-11-30 06:09:00</td>\n",
       "      <td>...</td>\n",
       "      <td>CA</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1616</td>\n",
       "      <td>QVZ22CRT</td>\n",
       "      <td>Drake</td>\n",
       "      <td>Short</td>\n",
       "      <td>Kettering</td>\n",
       "      <td>IA</td>\n",
       "      <td>erat@quama.com</td>\n",
       "      <td>(880) 881-1907</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 33 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   salesid  listid  sellerid  buyerid  eventid1  dateid1  qtysold  pricepaid  \\\n",
       "0        3       5      1616    17433      8647     1983        2        350   \n",
       "1        4       5      1616    19715      8647     1986        1        175   \n",
       "2     2006    2149      1616     1332      3991     2133        2        330   \n",
       "3     2007    2149      1616    26597      3991     2163        4        660   \n",
       "4     2008    2149      1616    24142      3991     2160        1        165   \n",
       "\n",
       "   commission            saletime       ...        venuestate  venueseats  \\\n",
       "0       52.50 2008-06-06 08:26:00       ...                CA         0.0   \n",
       "1       26.25 2008-06-09 08:38:00       ...                CA         0.0   \n",
       "2       49.50 2008-11-03 06:04:00       ...                CA         0.0   \n",
       "3       99.00 2008-12-03 06:07:00       ...                CA         0.0   \n",
       "4       24.75 2008-11-30 06:09:00       ...                CA         0.0   \n",
       "\n",
       "   userid  username firstname lastname       city state           email  \\\n",
       "0    1616  QVZ22CRT     Drake    Short  Kettering    IA  erat@quama.com   \n",
       "1    1616  QVZ22CRT     Drake    Short  Kettering    IA  erat@quama.com   \n",
       "2    1616  QVZ22CRT     Drake    Short  Kettering    IA  erat@quama.com   \n",
       "3    1616  QVZ22CRT     Drake    Short  Kettering    IA  erat@quama.com   \n",
       "4    1616  QVZ22CRT     Drake    Short  Kettering    IA  erat@quama.com   \n",
       "\n",
       "            phone  \n",
       "0  (880) 881-1907  \n",
       "1  (880) 881-1907  \n",
       "2  (880) 881-1907  \n",
       "3  (880) 881-1907  \n",
       "4  (880) 881-1907  \n",
       "\n",
       "[5 rows x 33 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Now, we can also exclude fields if it is better than specifying all fields to include\n",
    "ticket.rawdata \\\n",
    ".exclude(\"likesports\",\"liketheatre\",\"likeconcerts\",\"likejazz\",\"likeclassical\",\n",
    "         \"likeopera\",\"likerock\",\"likevegas\",\"likebroadway\",\"likemusicals\")\\\n",
    ".rows(5)\\\n",
    ".filter(Filter('city').values('Kettering'))\\\n",
    ".execute()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Source connection data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fetching source parameters...\n",
      "\n",
      "Name : Ticket Sales\n",
      "ID : 57aba905e4b0c5990cd5fbd5\n",
      "Storage: RFS\n",
      "connectionId: 57aa9e77e4b0ce000065fccb\n",
      "parameters: {'HEADER': False, 'INPUT_TYPE': 'CSV', 'SPARK_IT': 'true', 'CONTENT_TYPE': 'text/csv', 'SEPARATOR': ','}\n",
      "partitions: {}\n",
      "collection: /opt/zoomdata/data/7e0989be-76bd-43b1-8a8b-392a780cae3d.csv\n",
      "collectionParams: {}\n"
     ]
    }
   ],
   "source": [
    "ticket.connection()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fields operations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Label</th>\n",
       "      <th>Type</th>\n",
       "      <th>Visible</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>salesid</td>\n",
       "      <td>Salesid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>listid</td>\n",
       "      <td>Listid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>sellerid</td>\n",
       "      <td>Sellerid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>buyerid</td>\n",
       "      <td>Buyerid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>eventid1</td>\n",
       "      <td>Eventid 1</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>dateid1</td>\n",
       "      <td>Dateid 1</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>qtysold</td>\n",
       "      <td>Qty. Sold</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>pricepaid</td>\n",
       "      <td>Pricepaid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>commission</td>\n",
       "      <td>Commission</td>\n",
       "      <td>NUMBER</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>saletime</td>\n",
       "      <td>Saletime</td>\n",
       "      <td>TIME</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         Name       Label     Type Visible\n",
       "0     salesid     Salesid  INTEGER    True\n",
       "1      listid      Listid  INTEGER    True\n",
       "2    sellerid    Sellerid  INTEGER    True\n",
       "3     buyerid     Buyerid  INTEGER    True\n",
       "4    eventid1   Eventid 1  INTEGER    True\n",
       "5     dateid1    Dateid 1  INTEGER    True\n",
       "6     qtysold   Qty. Sold  INTEGER    True\n",
       "7   pricepaid   Pricepaid  INTEGER    True\n",
       "8  commission  Commission   NUMBER    True\n",
       "9    saletime    Saletime     TIME    True"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## Obtains the fields of a source in a dataframe!\n",
    "ticket.fields().head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Updating source fields...\n",
      "Done!\n"
     ]
    }
   ],
   "source": [
    "# Update fields definitions\n",
    "conf = {\"qtysold\":{\"label\":\"Qty. Sold\"}}\n",
    "ticket.fields(conf=conf)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Attributes\n",
    "commission_hist = Attribute(\"commission\").histogram(\"AUTO\").dir(\"ASC\")\n",
    "# Time filter\n",
    "timebar = TimeFilter(\"saletime\").start(\"+$start_of_data\").to(\"+$end_of_data\")\n",
    "# Chart color\n",
    "colorSet = {'Group By': 'ZoomSequential'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "ticketSrc = ZD.source(\"Ticket Sales\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                        <script type=\"text/javascript\">var kernel = IPython.notebook.kernel</script>\n",
       "                        <iframe \n",
       "                            srcdoc='<div align=\"center\"><script src=\"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js\"></script> <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min.css\" type=\"text/css\" media=\"screen\"/><link rel=\"stylesheet\" href=\"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css\" type=\"text/css\" media=\"screen\"/><style type=\"text/css\" media=\"screen\">\n",
       "/*Table containing the selector con the jquery-confirm*/\n",
       "table.pickers{\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:5px;\n",
       "    border-collapse:separate;\n",
       "    margin-left:10%\n",
       "}\n",
       "/*Pickers button style*/\n",
       ".btnp{\n",
       "    background-color: #DDD;\n",
       "    border-radius: 6px;\n",
       "    color: black;\n",
       "    border: 0px;\n",
       "    font-size:13px;\n",
       "}\n",
       ".pickers{\n",
       "    width: 90%;\n",
       "    color: black; \n",
       "}\n",
       "/*Multiple Metrics Selector*/\n",
       "table.multi{\n",
       "    margin-left:10%;\n",
       "    width:90%;\n",
       "    color:white !important; \n",
       "    font-size:14px;\n",
       "    border-spacing:3px;\n",
       "    border-collapse:separate;\n",
       "    text-align: left !important;\n",
       "}\n",
       "\n",
       ".multimetric{\n",
       "    overflow-y: scroll;\n",
       "    color: white;\n",
       "    height: 200px;\n",
       "    background-color: #2d2d2d;\n",
       "    border-radius: 6px;\n",
       "    width:100%;\n",
       "}\n",
       "\n",
       "input[type=\"checkbox\"] {\n",
       "    font-weight: normal;\n",
       "    display:inline;\n",
       "    width:19px;\n",
       "    height:19px;\n",
       "    margin:-1px 4px 0 0;\n",
       "    vertical-align:middle;\n",
       "}\n",
       "label{\n",
       "    font-weight:normal;\n",
       "}\n",
       "\n",
       ".value-input{\n",
       "    border-radius:3px;\n",
       "    border: none;\n",
       "    font-size: 12.5px;\n",
       "    width:90%;\n",
       "    color:black\n",
       "}\n",
       ".disabled{\n",
       "    background-color: #DDD;\n",
       "    color: #808080;\n",
       "}\n",
       "</style><div id=\"pickers\" style=\"display:inline-block;margin-top:5px\" align=\"center\"></div><p id=\"load-message\" style=\"margin-top:10px\" align=\"center\">Loading visualization...</p><div id=\"visual4565\" class=\"zd medium\" style=\"width:850px; height:500px; top:20%\"></div><script type=\"text/javascript\">\n",
       "require.config({\n",
       "    paths: {\n",
       "        \"jquery\": \"https://ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min\",\n",
       "        \"ZoomdataSDK\": \"https://sdk.zoomdata.com:8443/zoomdata/sdk/zoomdata-client.min\",\n",
       "        \"jQueryConfirm\": \"https://cdnjs.cloudflare.com/ajax/libs/jquery-confirm/2.5.1/jquery-confirm.min\",\n",
       "        \"lodash\":\"https://cdn.jsdelivr.net/lodash/4.14.1/lodash.min\",\n",
       "        \"bootstrap\": \"https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min\"\n",
       "    },\n",
       "   shim:{\n",
       "       \"jQueryConfirm\":{\n",
       "           deps:[\"jquery\"]\n",
       "       },\n",
       "       \"bootstrap\":{\n",
       "           deps:[\"jquery\"]\n",
       "       }\n",
       "   }\n",
       "});\n",
       "require([\"ZoomdataSDK\", \"jquery\",\"jQueryConfirm\", \"lodash\", \"bootstrap\"], function(ZoomdataSDK, jquery, jQueryConfirm, lodash, bootstrap) {\n",
       "    //Functions\n",
       "    \n",
       "\n",
       "var metricTypes = [\"NUMBER\",\"INTEGER\",\"MONEY\",\"CALC\"]\n",
       "\n",
       "function setPickers(htmlStr, pickersVal) {\n",
       "    if (pickersVal.length != undefined) { //When is a multi-metric chart\n",
       "        for (pos in pickersVal) {\n",
       "            //Update the checkbox\n",
       "            val = pickersVal[pos].name\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                oldStr = \"value= \\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" checked=\\\"checked\\\"\"\n",
       "                htmlStr = htmlStr.replace(oldStr, newStr)\n",
       "                    //Update the function select\n",
       "                frag = htmlStr.split(val)\n",
       "                val = pickersVal[pos].func\n",
       "                oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                newStr = oldStr + \" selected=\\\"selected\\\"\"\n",
       "                replace = frag[4].replace(oldStr, newStr)\n",
       "                htmlStr = htmlStr.replace(frag[4], replace)\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    fuseField = pickersVal.hasOwnProperty(\"form\") ? true:false\n",
       "    for (key in pickersVal) {\n",
       "        val = pickersVal[key]\n",
       "        if(typeof(val) == \"string\"){\n",
       "            val = val.replace(\"$\",\"\")\n",
       "        }\n",
       "        if(!fuseField || (fuseField && key !=\"name\") ){\n",
       "            if (htmlStr.indexOf(val) > -1) {\n",
       "                if(key == \"sort\"){\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        var index = htmlStr.lastIndexOf(oldStr);\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        sortDrop = htmlStr.substr(index);\n",
       "                        sortDrop = sortDrop.replace(oldStr + \">\", newStr)\n",
       "                        htmlStr = htmlStr.substring(0, index) + sortDrop\n",
       "                }else{\n",
       "                        //Pickers\n",
       "                        oldStr = \"\\\"\" + val + \"\\\"\"\n",
       "                        newStr = oldStr + \" selected=\\\"selected\\\">\"\n",
       "                        htmlStr = htmlStr.replace(oldStr + \">\", newStr)\n",
       "                    }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return htmlStr\n",
       "}\n",
       "\n",
       "\n",
       "function loadDefinitionPickers(){\n",
       "    //Loads and parse the default visualization values(dimensions and metrics) stored \n",
       "    //in the visualization definition\n",
       "    pickerVals = {}\n",
       "    groupBy = \"Group By\"\n",
       "    dim = window.viz.dataAccessors.getDimensionAccessors()\n",
       "    groupCounts = 1\n",
       "    for (var i = 0; i < dim.length; i++) {\n",
       "        for (acc in dim[i]){\n",
       "            try{\n",
       "                groups = dim[i][acc].getGroup()\n",
       "            }\n",
       "            catch(err){\n",
       "                groups = dim[i][acc].getFields() //Maps\n",
       "            }\n",
       "            groups = (groups != null ) ? [groups]: dim[i][acc].getGroups()\n",
       "            for (var g = 0; g < groups.length; g++) {\n",
       "                accessor = acc\n",
       "                if(acc == \"Multi Group By\"){\n",
       "                    if(groups[g].type == \"ATTRIBUTE\"){\n",
       "                        accessor = groupBy\n",
       "                        //Heat Map & Floating Bubbles contain Group 1 and 2 instead of Group By\n",
       "                        if(groupCounts > 1){\n",
       "                          accessor = \"Group \"+groupCounts.toString()\n",
       "                          if(pickerVals.hasOwnProperty(groupBy)){\n",
       "                              pickerVals[\"Group 1\"] = pickerVals[groupBy]\n",
       "                              delete pickerVals[groupBy]\n",
       "                          }\n",
       "                        } \n",
       "                        groupCounts += 1\n",
       "                    }\n",
       "                    else{\n",
       "                        accessor = \"Trend Attribute\"\n",
       "                    }\n",
       "                }\n",
       "                field = groups[g].form == undefined ? groups[g].name: groups[g].form\n",
       "                pickerVals[accessor] = toPickerFormat(groups[g])\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "\n",
       "    //Load the metrics\n",
       "    met = window.viz.dataAccessors.getMetricAccessors()\n",
       "    for (var i = 0; i < met.length; i++) {\n",
       "        for(acc in met[i]){\n",
       "            m = met[i][acc].getMetric()\n",
       "            m = (m != null ) ? m: met[i][acc].getMetrics()\n",
       "            if(m.length == undefined ){ //Is only one metric\n",
       "                pickerVals[acc] = toPickerFormat(m)\n",
       "            }\n",
       "            else{ //Multimetric charts\n",
       "                pickerVals[acc] =[]\n",
       "                for(k=0; k<m.length; k++){\n",
       "                    pickerVals[acc].push(toPickerFormat(m[k]))\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "    return pickerVals\n",
       "}\n",
       "\n",
       "function toPickerFormat(field){\n",
       "    picker = {}\n",
       "    if(field.type == \"ATTRIBUTE\" || field.type == \"TIME\" ){\n",
       "                picker = {\n",
       "                    name:  field.name,\n",
       "                    sort:  field.sort.name,\n",
       "                    label: field.label,\n",
       "                    dir:   field.sort.dir.toLowerCase(),\n",
       "                    limit: field.limit,\n",
       "                    type:  field.type\n",
       "                } \n",
       "                if(field.sort.func) picker.mfunc = field.sort.func.toLowerCase()\n",
       "                if(field.func) picker.func = field.func\n",
       "                if(field.granularity) picker.func = field.granularity\n",
       "                if(field.args) picker.args = field.args\n",
       "                if(field.form){\n",
       "                    picker.form = field.form\n",
       "                    picker.forms = field.forms\n",
       "                }\n",
       "    }\n",
       "    else{ //Metrics or an Attribute for histogram\n",
       "            picker = {\n",
       "                name: field.name,\n",
       "                type: field.type,\n",
       "                func: field.func,\n",
       "                label:field.label\n",
       "            } \n",
       "            if(field.name == \"count\") picker.func = undefined\n",
       "            if(field.func) picker.func = field.func.toLowerCase()\n",
       "            if(v_chart.indexOf(\"Histogram\") > -1){\n",
       "                //If field comes from the user picker args is not defined\n",
       "                if(field.args == undefined){\n",
       "                    histfuncs = {\"AUTO\":\"$histogram\", \n",
       "                                \"SIZE\":\"$histogram_by_size\",\n",
       "                                \"COUNT\":\"$histogram_by_count\"}\n",
       "                    picker.func = histfuncs[field.func]\n",
       "                    picker.args = 0\n",
       "                    if(field.size) picker.args = field.size\n",
       "                    if(field.count) picker.args = field.count\n",
       "                }\n",
       "                else{\n",
       "                    picker.args = field.args\n",
       "                }\n",
       "                picker.limit = field.limit\n",
       "                picker.sort = field.name\n",
       "                picker.dir = field.sort.dir.toLowerCase()\n",
       "            }\n",
       "    }\n",
       "    return picker\n",
       "}\n",
       "\n",
       "function getValue(oldval, newval, accessor=false){\n",
       "    if(newval){\n",
       "        if(accessor){ //Is multi-group\n",
       "            console.log(accessor);\n",
       "            if(newval.length == 1){ \n",
       "                if(accessor == \"Group 1\") {\n",
       "                    return toPickerFormat(newval)\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "            else{\n",
       "                //Get which group is (1,2, etc...)\n",
       "                pos = parseInt(accessor.split(\" \")[1])\n",
       "                console.log(\"pos\", pos);\n",
       "                if(newval.length >= pos) {\n",
       "                    return toPickerFormat(newval[pos - 1])\n",
       "                }\n",
       "                return oldval;\n",
       "            }\n",
       "        }\n",
       "        return toPickerFormat(newval)\n",
       "    }\n",
       "    return oldval\n",
       "}\n",
       "\n",
       "function loadUserPickers(){\n",
       "    mgroupRegex = /Group [1-9]/g\n",
       "    auxMetric = 1\n",
       "    for (acc in v_pickersValues){\n",
       "        if(acc == \"Group By\"){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.field[0])\n",
       "                setDimension(acc)\n",
       "            }\n",
       "        }\n",
       "        else if(acc.match(mgroupRegex)){\n",
       "            if(v_defPicker.field){\n",
       "                v_pickersValues[acc] = getValue(v_pickersValues[acc] , v_defPicker.field, acc)\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Trend Attribute\"){\n",
       "            if(v_defPicker.trend){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.trend[0])\n",
       "                setDimension(acc)\n",
       "        }}\n",
       "        else if(acc == \"Metric\" || acc == \"Size\" || acc == \"Color Metric\" || acc == \"Bubble Size\"){\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Bar Height\"){ //This belongs to a multiple metrics\n",
       "            if(v_defPicker.metric){\n",
       "                v_pickersValues[acc] = []\n",
       "                for(i = 0; i < v_defPicker.metric.length; i++){\n",
       "                    v_pickersValues[acc].push(toPickerFormat(v_defPicker.metric[i]))\n",
       "                }\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y Axis\"){ //This could be a multiple metrics\n",
       "            if(v_defPicker.y){\n",
       "                if(v_chart == \"Line Trend: Multiple Metrics\"){\n",
       "                    v_pickersValues[acc] = []\n",
       "                    for(i = 0; i < v_defPicker.y.length; i++){\n",
       "                        v_pickersValues[acc].push(toPickerFormat(v_defPicker.y[i]))\n",
       "                    }\n",
       "                    setMetric(acc)\n",
       "                } \n",
       "                else{\n",
       "                    v_pickersValues[acc] = toPickerFormat(v_defPicker.y[0])\n",
       "                    setMetric(acc)\n",
       "                }\n",
       "        }}\n",
       "        else if(acc == \"X Axis\"){\n",
       "            if(v_defPicker.x){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.x[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y1 Axis\"){\n",
       "            if(v_defPicker.y1){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.y1[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else if(acc == \"Y2 Axis\"){\n",
       "            if(v_defPicker.y2){\n",
       "                v_pickersValues[acc]= toPickerFormat(v_defPicker.y2[0])\n",
       "                setMetric(acc)\n",
       "        }}\n",
       "        else{ //Other un-handled metrics: Bar Color, Bubble Color...etc\n",
       "            if(v_defPicker.metric && v_defPicker.metric.length > auxMetric){\n",
       "                v_pickersValues[acc] = toPickerFormat(v_defPicker.metric[auxMetric])\n",
       "                setMetric(acc)\n",
       "                auxMetric += 1\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "function makeTable(rows, attrs){\n",
       "    table =  \"<table\"\n",
       "    tableEnd  =  \"</table>\"\n",
       "    for (attr in attrs) {\n",
       "      if(attrs[attr] === false) continue;\n",
       "      table += \" \" + attr + \"=\\\" \" + attrs[attr] + \"\\\"\";\n",
       "\n",
       "    }\n",
       "    table += \">\"\n",
       "    rows.forEach(function(row){\n",
       "        tr = \"<tr>\"\n",
       "        row.forEach(function(val){\n",
       "            tr += \"<td>\"+val+\"</td>\"\n",
       "        })\n",
       "        tr += \"</tr>\"\n",
       "        table += tr\n",
       "    })\n",
       "    return table + tableEnd\n",
       "}\n",
       "\n",
       "function buildHTML(tag, html, attrs){\n",
       "  var h = \"<\" + tag;\n",
       "  for (attr in attrs) {\n",
       "    if(attrs[attr] === false) continue;\n",
       "    h += \" \" + attr + \"= \\\"\" + attrs[attr] + \"\\\"\";\n",
       "  }\n",
       "  return h += html ? \">\" + html + \"</\" + tag + \">\" : \"/>\";\n",
       "}\n",
       "\n",
       "function getDimensionGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if( val.type == \"TIME\" || val.type == \"ATTRIBUTE\" || \n",
       "        ( (metricTypes.indexOf(val.type) > -1) && v_isHistogram ) ){\n",
       "        group = {\n",
       "            \"name\": val.name,\n",
       "            \"label\": val.label,\n",
       "            \"sort\": {\n",
       "                \"name\": val.sort,\n",
       "                \"dir\": val.dir,\n",
       "                \"metricFunc\": val.mfunc\n",
       "            },\n",
       "            \"limit\": val.limit,\n",
       "            \"type\": val.type\n",
       "        }\n",
       "        if (val.type == \"TIME\") {\n",
       "            group.func = val.func; //The granularity\n",
       "            group.sort.name = group.name; //The same time field\n",
       "            delete group.sort.metricFunc; //No operation\n",
       "        }\n",
       "        if (group.sort.name == \"count\" || group.sort.name == group.name) {\n",
       "            delete group.sort.metricFunc;\n",
       "        }\n",
       "        if (v_isHistogram) {\n",
       "            group.func = val.func\n",
       "            group.args = val.args\n",
       "        }\n",
       "        if(val.form){\n",
       "            group.form = val.form\n",
       "            group.forms = val.forms\n",
       "        }\n",
       "        return group\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setDimension(accessorName){\n",
       "    multiGroup = \"Multi Group By\";\n",
       "    if(window.viz.dataAccessors.hasOwnProperty(multiGroup)){\n",
       "        accessor = window.viz.dataAccessors[multiGroup];\n",
       "        groups = [];\n",
       "        for(acc in v_pickersValues){\n",
       "            g = getDimensionGroup(acc)\n",
       "            if(g) groups.push(getDimensionGroup(acc));\n",
       "        }\n",
       "        console.info(multiGroup, groups);\n",
       "        accessor.resetGroups(groups);\n",
       "    }\n",
       "    else{\n",
       "        accessor = window.viz.dataAccessors[accessorName];\n",
       "        group = getDimensionGroup(accessorName);\n",
       "        console.info(accessorName, group);\n",
       "        accessor.resetGroup(group);\n",
       "     }\n",
       "}\n",
       "\n",
       "function getMetricGroup(accessor){\n",
       "    val = v_pickersValues[accessor]\n",
       "    if (val.name == \"count\")  return {\"name\":val.name, \"label\":volumeLabel}\n",
       "    if (val.length == undefined) {\n",
       "        if (metricTypes.indexOf(val.type) > -1) {\n",
       "            return { \"name\": val.name, \"func\": val.func, \"label\": val.label }\n",
       "        }\n",
       "    } else {\n",
       "        metrics = []\n",
       "        for (pos in val) {\n",
       "            metrics.push({\n",
       "                \"name\": val[pos].name,\n",
       "                \"func\": val[pos].func,\n",
       "                \"label\": val[pos].label,\n",
       "            })\n",
       "        }\n",
       "        return metrics\n",
       "    }\n",
       "    return false\n",
       "}\n",
       "\n",
       "\n",
       "function setMetric(accessorName) {\n",
       "    metric = getMetricGroup(accessorName)\n",
       "    accessor = window.viz.dataAccessors[accessorName];\n",
       "    console.log(accessorName, metric)\n",
       "    try{\n",
       "        accessor.setMetric(metric)\n",
       "    }\n",
       "    catch(err){\n",
       "        //This hack is mostly to fix the Line Trend: Multiple Metric bug\n",
       "        accessor.isColor = false; \n",
       "        accessor.resetMetrics(metric)\n",
       "    }\n",
       "}\n",
       "\n",
       "function getFusionLabel(field){\n",
       "    //Returns the fusion field label: ie Event:ID or Event:Name\n",
       "    label = _(fusionFields).filter(f => f.fields.indexOf(field) > -1).map(f => f.label).value()[0]\n",
       "    obj = _(fusionFields).filter({\"label\":label}).value()[0]\n",
       "    return label +\":\"+obj.labels[obj.fields.indexOf(field)]\n",
       "}\n",
       "\n",
       "function organizePickers(pickList, ftype){\n",
       "    for(i=0; i<pickList.length; i++){\n",
       "        fname  = pickList[i].name\n",
       "        flabel = pickList[i].label\n",
       "        if(metricTypes.indexOf(type) > -1) {\n",
       "            //Save the metric field and label\n",
       "            metricFields.fields.push(fname)\n",
       "            metricFields.labels.push(flabel)\n",
       "            metricFields.types.push(ftype)\n",
       "            //Create the select\n",
       "            metOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            //Multiple-metrics\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: fname, type:\"checkbox\", id: fname, name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", this.label, {for: fname})\n",
       "            funcSel = buildHTML(\"select\", funcOpt, { id: fname, class: \"pickers\" })\n",
       "            multiMetricTable.push([checkbox, label, funcSel])\n",
       "        }\n",
       "        else{\n",
       "            dimensionFields.fields.push(fname)\n",
       "            dimensionFields.labels.push(flabel)\n",
       "            dimensionFields.types.push(ftype)\n",
       "            dimOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            if(ftype == \"TIME\"){\n",
       "                trendOpt += buildHTML(\"option\", flabel, {value: fname})\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "\n",
       "    //Initial variables declaration\n",
       "    var v_defPicker = {\"y\": false, \"metric\": false, \"x\": false, \"y2\": false, \"field\": [{\"limit\": 1000, \"type\": \"NUMBER\", \"sort\": {\"dir\": \"ASC\", \"name\": \"commission\"}, \"label\": \"Commission\", \"name\": \"commission\", \"func\": \"AUTO\"}], \"trend\": false, \"y1\": false};var v_credentials = {\"key\": \"57c77333e4b0ecb137212b1e\"};var v_conf = {\"host\": \"sdk.zoomdata.com\", \"port\": 8443, \"headers\": {\"Content-Type\": \"application/vnd.zoomdata.v1+json\", \"Authorization\": \"Basic YWRtaW46WjAwbWRhMWE=\"}, \"secure\": true, \"path\": \"/zoomdata\"};var v_source = \"Ticket Sales\";var v_filters = [];var v_time = {\"from\": \"+$start_of_data\", \"to\": \"+$end_of_data\", \"timeField\": \"saletime\"};var v_vars = {};var v_colors = {\"Group By\": \"ZoomSequential\"};var v_divLocation = document.getElementById(\"visual4565\");var v_chart = \"Bars: Histogram\";var v_showPickers = true;var v_isHistogram = true;\n",
       "\n",
       "    //Main selectors\n",
       "    var dimensionSelect = \"\"\n",
       "    var trendSelect = \"\"\n",
       "    var metricSelect = \"\"\n",
       "\n",
       "    var dimOpt = buildHTML(\"option\",\"Select attribute\", {value:\"\"})\n",
       "    var metOpt = buildHTML(\"option\",\"Select metric\", {value:\"\"})\n",
       "    var trendOpt = buildHTML(\"option\",\"Select attribute \", {value:\"\"})\n",
       "\n",
       "    //The label for the volume may change\n",
       "    var volumeLabel= \"Count\"\n",
       "\n",
       "    //Store the elements to build up the table in multi metrics pickers\n",
       "    var multiMetricTable = []\n",
       "\n",
       "    //Operation for Metric selectors\n",
       "    funcs = [\"Sum\",\"Avg\",\"Min\",\"Max\"]\n",
       "    var funcOpt = \"\"\n",
       "    for(op in funcs){\n",
       "        funcOpt += buildHTML(\"option\", funcs[op], {value: funcs[op].toLowerCase()})\n",
       "    }\n",
       "    var funcSelect = buildHTML(\"select\", funcOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Sort direction selector\n",
       "    sortOpt = buildHTML(\"option\", \"ASC\", {value: \"asc\"})\n",
       "    sortOpt += buildHTML(\"option\", \"DESC\", {value: \"desc\"})\n",
       "    var sortSelect = buildHTML(\"select\", sortOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Chronological and reverse chronological order  for time attributes (trend charts)\n",
       "    cronOpt= buildHTML(\"option\", \"Chronological\", {value: \"asc\"})\n",
       "    cronOpt += buildHTML(\"option\", \"Reverse chronological\", {value: \"desc\"})\n",
       "    var cronSelect = buildHTML(\"select\", cronOpt , {id: \"sort\", class:\"pickers\"})\n",
       "\n",
       "    //Bars settings for histogram chart\n",
       "    barsOpt = buildHTML(\"option\", \"Auto\", {value: \"histogram\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Limit to\", {value: \"histogram_by_count\"})\n",
       "    barsOpt += buildHTML(\"option\", \"Interval\", {value: \"histogram_by_size\"})\n",
       "    var barsSelect  = buildHTML(\"select\", barsOpt, {id: \"func\", class:\"pickers\"})\n",
       "\n",
       "    //Unit time selector\n",
       "    granularities= [\"MINUTE\",\"HOUR\",\"DAY\",\"WEEK\",\"MONTH\",\"YEAR\"]\n",
       "    var timeOpt = \"\"\n",
       "    for(g in granularities){\n",
       "        timeOpt += buildHTML(\"option\", granularities[g], {value:granularities[g]})\n",
       "    }\n",
       "    timeSelect = buildHTML(\"select\", timeOpt , {id: \"time\", class:\"pickers\"})\n",
       "\n",
       "    //This is to validate correct pickers field names/labels specified by the user in graph()\n",
       "    var metricFields = {fields:[], labels:[], types:[]}\n",
       "    var dimensionFields = {fields:[], labels:[], types:[]}\n",
       "    var fusionFields = false\n",
       "\n",
       "    //Start the visualization\n",
       "    ZoomdataSDK.createClient({\n",
       "        \"credentials\": v_credentials,\n",
       "        \"application\": {\n",
       "            \"port\": v_conf[\"port\"],\n",
       "            \"path\": v_conf[\"path\"],\n",
       "            \"host\": v_conf[\"host\"],\n",
       "            \"secure\": v_conf[\"secure\"]\n",
       "        }\n",
       "    }).then(function(client) {\n",
       "        window.client = client;\n",
       "        return (client)\n",
       "    }).then(function(client) {\n",
       "        console.log(\"Requesting visualization...\");\n",
       "        client.visualize({\n",
       "            \"source\": {\n",
       "                \"name\": v_source\n",
       "            },\n",
       "            \"visualization\": v_chart,\n",
       "            \"config\": {\n",
       "                \"filters\": v_filters,\n",
       "                \"time\": v_time,\n",
       "                \"tz\": \"UTC\"\n",
       "            },\n",
       "            \"variables\": v_vars,\n",
       "            \"element\": v_divLocation\n",
       "        }).done(function(result) {\n",
       "            window.viz = result;\n",
       "            console.log(\"Result\",result);\n",
       "\n",
       "            //Set the colors if specified\n",
       "            for(acc in v_colors){\n",
       "                window.viz.dataAccessors[acc].setColorSet(v_colors[acc])\n",
       "            }\n",
       "\n",
       "            //Get the correct label for the volume\n",
       "            volumeLabel = window.viz.source.volumeMetric.label\n",
       "\n",
       "            //Fill the first values for the multimetric table\n",
       "            checkbox = buildHTML(\"input\", \"\", {value: \"count\", type:\"checkbox\", id: \"count\", name:\"multi-metrics\"})\n",
       "            label = buildHTML(\"label\", volumeLabel, {for: \"count\"})\n",
       "            hidden = buildHTML(\"input\", \"\", {data: \"count\", type:\"hidden\"}) //This is a hack for the setPickers function\n",
       "            multiMetricTable.push([checkbox, label, hidden])\n",
       "\n",
       "            //Get the source fields and group them by type\n",
       "            var types = {\"ATTRIBUTE\":[], \"TIME\":[], \"INTEGER\":[], \"NUMBER\":[], \"MONEY\":[]}\n",
       "            $.each(window.viz.source.objectFields, function() {\n",
       "                if (this.visible) {\n",
       "                    types[this.type].push(this)\n",
       "                }\n",
       "            });\n",
       "\n",
       "            //Populate the pickers\n",
       "            for(type in types){\n",
       "                if(types[type].length > 0){\n",
       "                    if(metricTypes.indexOf(type) > -1){\n",
       "                        metOpt += buildHTML(\"option\", \"[==\"+type+\"==]\", {value: \"\"})\n",
       "                    }\n",
       "                    else{\n",
       "                        dimOpt += buildHTML(\"option\", \"[==\"+type+\"==]\", {value: \"\"})\n",
       "                    }\n",
       "                }\n",
       "                organizePickers(types[type],type)\n",
       "                if(type == \"NUMBER\"){\n",
       "                    //Add the volume to the NUMBER section in the selector\n",
       "                    metOpt += buildHTML(\"option\", volumeLabel, {value:\"count\"})\n",
       "                }\n",
       "            }\n",
       "            \n",
       "            //Check for fusion sources and get the fused attributes\n",
       "            fusedAttrs = window.viz.source.fusedAttributes\n",
       "            if(fusedAttrs.length > 0){\n",
       "                forms = function(c){\n",
       "                    fields = _.map(c.forms, \"form\")\n",
       "                    labels = _.map(c.forms, \"label\")\n",
       "                    return {name:c.name, label: c.label, fields: fields, labels: labels}\n",
       "                }\n",
       "                fusionFields = _.map(fusedAttrs, forms)\n",
       "\n",
       "                //Add the fusion fields to the picker \n",
       "                dimOpt += buildHTML(\"option\", \"[==FUSED ATTRS==]\", {value: \"\"})\n",
       "                _.map(fusionFields,function(f){\n",
       "                    for(i in f.fields){\n",
       "                        dimOpt += buildHTML(\"option\", f.label+\":\"+f.labels[i], {value: f.fields[i]})\n",
       "                    }\n",
       "                })\n",
       "            }\n",
       "\n",
       "            //Check for calc (formulas) fields\n",
       "            var hasCalc = false\n",
       "            $.each(window.viz.source.formulas, function() {\n",
       "                if(!hasCalc){\n",
       "                    metOpt += buildHTML(\"option\", \"[==FORMULAS==]\", {value: \"\"})\n",
       "                    hasCalc = true\n",
       "                }\n",
       "                //Save the metric field and label\n",
       "                metricFields.fields.push(this.name)\n",
       "                metricFields.labels.push(this.label)\n",
       "                metricFields.types.push(\"CALC\")\n",
       "                //Create the select\n",
       "                metOpt += buildHTML(\"option\", this.label, {value: this.name})\n",
       "            });\n",
       "\n",
       "            dimensionSelect = buildHTML(\"select\", dimOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            trendSelect  = buildHTML(\"select\", trendOpt, {id: \"dimension\", class:\"pickers\"})\n",
       "            metricSelect = buildHTML(\"select\", metOpt, {id: \"metric\", class:\"pickers\"})\n",
       "            multiMetric = buildHTML(\"div\", makeTable(multiMetricTable, {class:\"multi\"}), { id: \"multimetric\", class:\"multimetric\" })\n",
       "\n",
       "            //Load the values that comes from the visualization definition\n",
       "            v_pickersValues = loadDefinitionPickers() \n",
       "\n",
       "            //Set the pickers specified by the user (if any) in graph()\n",
       "            if(v_defPicker) loadUserPickers()\n",
       "            console.log(\"Pickers\",v_pickersValues)\n",
       "            \n",
       "            //Set the dimension & metric pickers buttons in the DOM\n",
       "            if (v_showPickers) { //If the user wants to see the pickers\n",
       "                pickers = \"\"\n",
       "                for (acc in v_pickersValues) {\n",
       "                    id = acc.toLowerCase().replace(/ /g, \"-\")\n",
       "                    text = acc\n",
       "                    vals = v_pickersValues[acc]\n",
       "                    if (vals.type == \"ATTRIBUTE\" || vals.type == \"TIME\") {\n",
       "                        label = dimensionFields.labels[dimensionFields.fields.indexOf(vals.name)]\n",
       "                        //If no attr label found is a fusion source\n",
       "                        if(label == undefined) label = getFusionLabel(vals.form)\n",
       "                        text = acc + \": <b>\" + label + \"</b>\"\n",
       "                        if (vals.func != null && !v_isHistogram) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                        pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-dimension btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                        pickers += \"&nbsp;\"\n",
       "                    } else {\n",
       "                        label = (vals.name == \"count\") ? volumeLabel : metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                        if (!v_isHistogram){\n",
       "                            if (vals.length == undefined) {\n",
       "                                text = acc + \": <b>\" + label + \"</b>\"\n",
       "                                if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                            } else { //A multi-metric chart\n",
       "                                if (acc.indexOf(\"Color\") == -1) { //Do not show Bar Color metric for Bars: Multiple Metrics\n",
       "                                    text = acc + \": <b> (\" + vals.length.toString() + \" selected)</b>\"\n",
       "                                    if (vals.func != null) text += \"<b> (\" + vals.func + \")</b>\"\n",
       "                                    pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-multi-metric btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                    pickers += \"&nbsp;\"\n",
       "                                }\n",
       "                            }\n",
       "                        }\n",
       "                        else{ //A histogram bar\n",
       "                                label = metricFields.labels[metricFields.fields.indexOf(vals.name)]\n",
       "                                text = \"Histogram: <b>\" + label + \"</b>\"\n",
       "                                pickers += \"<button id=\\\"\" + id + \"\\\" class=\\\"btn-histogram btnp\\\" data-name=\\\"\" + acc + \"\\\">\" + text + \"</button>\"\n",
       "                                pickers += \"&nbsp;\"\n",
       "                        }\n",
       "\n",
       "                    }\n",
       "                }\n",
       "                $(\"div#pickers\").html(pickers)\n",
       "            }\n",
       "\n",
       "            //Remove the loading message\n",
       "            $(\"#load-message\").html(\"\");\n",
       "\n",
       "        }); //done \n",
       "    }); //then\n",
       "\n",
       "    //Pickers handlers\n",
       "    \n",
       "\n",
       "//Dimension Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-dimension\", function () {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var limitInput = buildHTML(\"input\",\"\",{ id:\"limit\", \n",
       "                                            value: v_pickersValues[btnAccessor].limit, \n",
       "                                            class:\"value-input\"})\n",
       "    //Place in the sort by select, the selected dimension\n",
       "    dim = v_pickersValues[btnAccessor].name\n",
       "    label = dimensionFields.labels[dimensionFields.fields.indexOf(dim)]\n",
       "    var type = dimensionFields.types[dimensionFields.fields.indexOf(dim)]\n",
       "    //If no attr label found (due to this.false) then is a fusion source\n",
       "    if(label == undefined){\n",
       "        label = v_pickersValues[btnAccessor].label\n",
       "    } \n",
       "    find = \"</option></select>\"\n",
       "    selDimOpt = buildHTML(\"option\", label , { value: dim })\n",
       "    selDimOpt = \"<option>[==ATTRIBUTE==]</option></option>\" + selDimOpt + \"</select>\"\n",
       "    var newMetricSelect = metricSelect.replace(find, selDimOpt)\n",
       "    var newFuncSelect = funcSelect\n",
       "    var newSortSelect = sortSelect \n",
       "\n",
       "    //Set the func select as disabled and the label to alphabetical if sort = field\n",
       "    if(dim == v_pickersValues[btnAccessor].sort){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "        newSortSelect = sortSelect.replace(\"ASC\", \"Alphabetical\")\n",
       "        newSortSelect = newSortSelect.replace(\"DESC\", \"Reverse alphabetical\")\n",
       "    }\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].sort == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "\n",
       "    if(type == \"ATTRIBUTE\"){\n",
       "        table = [[\"Attribute\",dimensionSelect],\n",
       "                 [\"Sort By\", newMetricSelect],\n",
       "                 [\"Operator\", newFuncSelect ], \n",
       "                 [\"Order\",newSortSelect ],\n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    else{ //TIME\n",
       "        table = [[\"Time Attribute\",trendSelect], \n",
       "                 [\"Granularity\", timeSelect], \n",
       "                 [\"Order\", cronSelect], \n",
       "                 [\"Limit\", limitInput]] \n",
       "    }\n",
       "    var content = makeTable(table,{class:\"pickers\"})\n",
       "    //Load the selectors with the last used values\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButton: \"Apply\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#dimension\").val()\n",
       "            var time = this.$b.find(\"#time\").val()\n",
       "            var sortby = this.$b.find(\"#metric\").val()\n",
       "            var metFunc = this.$b.find(\"#func\").val()\n",
       "            var dir = this.$b.find(\"#sort\").val()\n",
       "            var limit = this.$b.find(\"#limit\").val()\n",
       "            var label = this.$b.find(\"#dimension option:selected\").text()\n",
       "            //Save the values\n",
       "            type = dimensionFields.types[dimensionFields.fields.indexOf(field)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: field,\n",
       "                func: time,\n",
       "                sort: sortby,\n",
       "                mfunc: metFunc,\n",
       "                dir: dir,\n",
       "                limit: parseInt(limit),\n",
       "                type: type\n",
       "            }\n",
       "            //Check if is a fusion attribute the value is not in the fields names (this.visible == false)\n",
       "            if(dimensionFields.fields.indexOf(field) == -1)\n",
       "            {\n",
       "               //Search the fuse attr (Label:Form)\n",
       "               args = label.split(\":\")\n",
       "               grp = _(window.viz.source.fusedAttributes).filter({\"label\":args[0]}).value()[0]\n",
       "               //Fill the picker value\n",
       "               v_pickersValues[btnAccessor].form = field\n",
       "               v_pickersValues[btnAccessor].name = grp.name\n",
       "               v_pickersValues[btnAccessor].forms = grp.forms\n",
       "               v_pickersValues[btnAccessor].label = args[0]\n",
       "            }\n",
       "            //If selected sortby is the attribute name, func must be null\n",
       "            if(metricFields.fields.indexOf(sortby) == -1){\n",
       "                v_pickersValues[btnAccessor].mfunc = undefined\n",
       "            }\n",
       "            //Set the dimension\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected dimension\n",
       "            fieldLabel = btnAccessor + \": <b>\"+label+\"</b>\"\n",
       "            if(type == \"TIME\") { \n",
       "                fieldLabel += \"<b> (\"+time+\")</b>\"\n",
       "            }\n",
       "            btn.html(fieldLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Metric Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var newFuncSelect = funcSelect\n",
       "    //Set the func select as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].name == \"count\"){\n",
       "        find = \"id= \\\"func\\\"\"\n",
       "        rep = find + \" disabled\"\n",
       "        newFuncSelect = funcSelect.replace(find, rep)\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Operator\", newFuncSelect ]]\n",
       "    //var content = multiMetric\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var met = this.$b.find(\"#metric\").val()\n",
       "            var func = this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            func = (met == \"count\") ? \"\" : func\n",
       "            //Save the values\n",
       "            type = metricFields.types[metricFields.fields.indexOf(met)]\n",
       "            v_pickersValues[btnAccessor] = {\n",
       "                name: met,\n",
       "                func: func,\n",
       "                type: type\n",
       "            }\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            metLabel = btnAccessor+\": <b>\"+label+\"</b>\"\n",
       "            if(func != \"\"){\n",
       "                metLabel += \"<b> (\"+func+\")</b>\" \n",
       "            }\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Histogram Handler\n",
       "$(\"body\").on(\"click\",\"button.btn-histogram\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    var argsInput = buildHTML(\"input\",\"\",{ id:\"args\", \n",
       "                                            value: v_pickersValues[btnAccessor].args, \n",
       "                                            class:\"value-input\"})\n",
       "    //Set the args input as disabled if sort is count\n",
       "    if(v_pickersValues[btnAccessor].func == \"$histogram\"){\n",
       "        find = \"value-input\\\"\"\n",
       "        rep = \"value-input disabled\\\" disabled=\\\"disabled\\\"\"\n",
       "        argsInput = argsInput.replace(find, rep)\n",
       "        argsInput = argsInput.replace(\"undefined\", \"0\")\n",
       "    }\n",
       "    table = [[\"Metric\",metricSelect],[\"Bars Settings\", barsSelect],[\"Bars\", argsInput]]\n",
       "    var content = makeTable(table,{class: \"pickers\"})\n",
       "    var type = v_pickersValues[btnAccessor].type \n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: \"Histogram Settings\",\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function () {\n",
       "            var field = this.$b.find(\"#metric\").val()\n",
       "            var histgrm = \"$\"+this.$b.find(\"#func\").val()\n",
       "            var label = this.$b.find(\"#metric option:selected\").text()\n",
       "            var args = this.$b.find(\"#args\").val()\n",
       "            dir = v_pickersValues[btnAccessor].dir\n",
       "            type = metricFields.types[metricFields.fields.indexOf(field)]\n",
       "            //Save the values\n",
       "                v_pickersValues[btnAccessor] = {\n",
       "                    name: field,\n",
       "                    sort: field,\n",
       "                    func: histgrm,\n",
       "                    mfunc: undefined,\n",
       "                    label: label,\n",
       "                    args: parseInt(args),\n",
       "                    dir: dir,\n",
       "                    limit: 10000,\n",
       "                    type: type\n",
       "                }\n",
       "\n",
       "            //Set the metric\n",
       "            setDimension(btnAccessor)\n",
       "            //Update the button text with the selected metric\n",
       "            label = \"Histogram: <b>\"+label+\"</b>\"\n",
       "            btn.html(label)\n",
       "\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Multi-Metric Handler\n",
       "$(\"body\").on(\"click\", \"button.btn-multi-metric\", function() {\n",
       "    var btn = $(this)\n",
       "    var btnAccessor = btn.attr(\"data-name\")\n",
       "    content = multiMetric\n",
       "    content = setPickers(content ,v_pickersValues[btnAccessor])\n",
       "    $.confirm({\n",
       "        title: btnAccessor,\n",
       "        theme: \"black\",\n",
       "        confirmButtonClass: \"btn-success\",\n",
       "        confirmButton: \"Apply\",\n",
       "        content: content,\n",
       "        confirm: function() {\n",
       "            values = []\n",
       "            $(\"input[name=\\\"multi-metrics\\\"]:checked\").each(function() {\n",
       "               values.push(this.value); \n",
       "            });\n",
       "            console.log(values)\n",
       "            v_pickersValues[btnAccessor] = []\n",
       "            for(pos in values){\n",
       "                v = values[pos]\n",
       "                type = metricFields.types[metricFields.fields.indexOf(v)]\n",
       "                v_pickersValues[btnAccessor].push({\n",
       "                    name: v,\n",
       "                    label: this.$b.find(\"label[for=\\\"\"+v+\"\\\"]\").text(),\n",
       "                    func: this.$b.find(\"select#\"+v).val(),\n",
       "                    type: type\n",
       "                })\n",
       "            }\n",
       "            console.log(v_pickersValues)\n",
       "            //Set the metric\n",
       "            setMetric(btnAccessor)\n",
       "            //Update the button text with amount of selected metrics\n",
       "            metLabel = btnAccessor+\": <b> (\"+values.length.toString()+\" selected)</b>\"\n",
       "            btn.html(metLabel)\n",
       "        }\n",
       "    })\n",
       "})\n",
       "\n",
       "//Disable the operation selector if users selects \"count\"\n",
       "$(\"body\").on(\"change\", \"select#metric\", function(){\n",
       "    met = $(\"select#metric\").val();\n",
       "    if(met == \"count\"){\n",
       "        $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"select#func\").prop(\"disabled\", false);\n",
       "    }\n",
       "})\n",
       "\n",
       "//Disable the value input if bars setting for histogram is auto\n",
       "$(\"body\").on(\"change\", \"select#func\", function(){\n",
       "    setting = $(\"select#func\").val();\n",
       "    if(setting == \"histogram\"){\n",
       "        $(\"#args\").prop(\"disabled\", true);\n",
       "        $(\"#args\").addClass(\"disabled\");\n",
       "    }\n",
       "    else{\n",
       "        $(\"#args\").prop(\"disabled\", false);\n",
       "        $(\"#args\").removeClass(\"disabled\");\n",
       "    }\n",
       "})\n",
       "\n",
       "//Append dimension to metric to allow alphabetical sorting\n",
       "$(\"body\").on(\"change\", \"select#dimension\", function() {\n",
       "   if($(\"select#metric option\").length != metricFields.fields.length ){\n",
       "      $(\"select#metric\").find(\"option:last\").remove();\n",
       "   }\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    value = $( \"select#dimension option:selected\" ).val()\n",
       "    //Validate fusion fields    \n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "        value = _(fusionFields).filter({\"label\":text}).value()[0].name\n",
       "    }\n",
       "   $(\"select#metric\").append($(\"<option>\", { value:value, text: text }));\n",
       "   if($(\"select#dimension option:selected\").text() != $( \"select#metric option:selected\" ).text()){\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "   }\n",
       "})\n",
       "\n",
       "$(\"body\").on(\"change\", \"select#metric\", function() {\n",
       "    text = $(\"select#dimension option:selected\").text()\n",
       "    if(text.indexOf(\":\") > -1){ \n",
       "        text = text.split(\":\")[0] \n",
       "    }\n",
       "    if (text == $(\"select#metric option:selected\").text()) {\n",
       "      $(\"select#func\").prop(\"disabled\", \"disabled\");\n",
       "      $(\"select#sort option:contains(\\\"ASC\\\")\").text(\"Alphabetical\");\n",
       "      $(\"select#sort option:contains(\\\"DESC\\\")\").text(\"Reverse alphabetical\");\n",
       "   }\n",
       "   else{\n",
       "      $(\"select#func\").prop(\"disabled\", false);\n",
       "      $(\"select#sort option:contains(\\\"Alphabetical\\\")\").text(\"ASC\");\n",
       "      $(\"select#sort option:contains(\\\"Reverse alphabetical\\\")\").text(\"DESC\");\n",
       "   }\n",
       "})\n",
       "\n",
       "\n",
       "})\n",
       "\n",
       "</script></div>' \n",
       "                            src='' \n",
       "                            width='890' \n",
       "                            height='590' \n",
       "                            frameborder='0'>\n",
       "                        </iframe> "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ticketSrc.graph.chart('Bars: Histogram')\\\n",
    ".groupby(commission_hist)\\\n",
    ".colors(colorSet)\\\n",
    ".time(timebar)\\\n",
    ".execute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Label</th>\n",
       "      <th>Type</th>\n",
       "      <th>Visible</th>\n",
       "      <th>Script</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>salesid</td>\n",
       "      <td>Salesid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>listid</td>\n",
       "      <td>Listid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>sellerid</td>\n",
       "      <td>Sellerid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>buyerid</td>\n",
       "      <td>Buyerid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>eventid1</td>\n",
       "      <td>Eventid 1</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>dateid1</td>\n",
       "      <td>Dateid 1</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>qtysold</td>\n",
       "      <td>Qty. Sold</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>pricepaid</td>\n",
       "      <td>Pricepaid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>commission</td>\n",
       "      <td>Commission</td>\n",
       "      <td>NUMBER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>saletime</td>\n",
       "      <td>Saletime</td>\n",
       "      <td>TIME</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>eventid2</td>\n",
       "      <td>Eventid 2</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>venueid1</td>\n",
       "      <td>Venueid 1</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>catid1</td>\n",
       "      <td>Catid 1</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>dateid2</td>\n",
       "      <td>Dateid 2</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>eventname</td>\n",
       "      <td>Eventname</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>starttime</td>\n",
       "      <td>Starttime</td>\n",
       "      <td>TIME</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>catid2</td>\n",
       "      <td>Catid 2</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>catgroup</td>\n",
       "      <td>Catgroup</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>catname</td>\n",
       "      <td>Category Name</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>catdesc</td>\n",
       "      <td>Category Description</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>venueid2</td>\n",
       "      <td>Venueid 2</td>\n",
       "      <td>NUMBER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>venuename</td>\n",
       "      <td>Venuename</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>venuecity</td>\n",
       "      <td>Venuecity</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>venuestate</td>\n",
       "      <td>Venuestate</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>venueseats</td>\n",
       "      <td>Venueseats</td>\n",
       "      <td>NUMBER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>userid</td>\n",
       "      <td>Userid</td>\n",
       "      <td>INTEGER</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>username</td>\n",
       "      <td>Username</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>firstname</td>\n",
       "      <td>Firstname</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>lastname</td>\n",
       "      <td>Lastname</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>city</td>\n",
       "      <td>City</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>state</td>\n",
       "      <td>State</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>email</td>\n",
       "      <td>Email</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>phone</td>\n",
       "      <td>Phone</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>likesports</td>\n",
       "      <td>Likesports</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>liketheatre</td>\n",
       "      <td>Liketheatre</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>likeconcerts</td>\n",
       "      <td>Likeconcerts</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>likejazz</td>\n",
       "      <td>Likejazz</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>likeclassical</td>\n",
       "      <td>Likeclassical</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>likeopera</td>\n",
       "      <td>Likeopera</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>likerock</td>\n",
       "      <td>Likerock</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>likevegas</td>\n",
       "      <td>Likevegas</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>likebroadway</td>\n",
       "      <td>Likebroadway</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>likemusicals</td>\n",
       "      <td>Likemusicals</td>\n",
       "      <td>ATTRIBUTE</td>\n",
       "      <td>True</td>\n",
       "      <td>-</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>calc_real_commission</td>\n",
       "      <td>Real Commission</td>\n",
       "      <td>CALC</td>\n",
       "      <td>True</td>\n",
       "      <td>sum(pricepaid)*0.25</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    Name                 Label       Type Visible  \\\n",
       "0                salesid               Salesid    INTEGER    True   \n",
       "1                 listid                Listid    INTEGER    True   \n",
       "2               sellerid              Sellerid    INTEGER    True   \n",
       "3                buyerid               Buyerid    INTEGER    True   \n",
       "4               eventid1             Eventid 1    INTEGER    True   \n",
       "5                dateid1              Dateid 1    INTEGER    True   \n",
       "6                qtysold             Qty. Sold    INTEGER    True   \n",
       "7              pricepaid             Pricepaid    INTEGER    True   \n",
       "8             commission            Commission     NUMBER    True   \n",
       "9               saletime              Saletime       TIME    True   \n",
       "10              eventid2             Eventid 2    INTEGER    True   \n",
       "11              venueid1             Venueid 1    INTEGER    True   \n",
       "12                catid1               Catid 1    INTEGER    True   \n",
       "13               dateid2              Dateid 2    INTEGER    True   \n",
       "14             eventname             Eventname  ATTRIBUTE    True   \n",
       "15             starttime             Starttime       TIME    True   \n",
       "16                catid2               Catid 2    INTEGER    True   \n",
       "17              catgroup              Catgroup  ATTRIBUTE    True   \n",
       "18               catname         Category Name  ATTRIBUTE    True   \n",
       "19               catdesc  Category Description  ATTRIBUTE    True   \n",
       "20              venueid2             Venueid 2     NUMBER    True   \n",
       "21             venuename             Venuename  ATTRIBUTE    True   \n",
       "22             venuecity             Venuecity  ATTRIBUTE    True   \n",
       "23            venuestate            Venuestate  ATTRIBUTE    True   \n",
       "24            venueseats            Venueseats     NUMBER    True   \n",
       "25                userid                Userid    INTEGER    True   \n",
       "26              username              Username  ATTRIBUTE    True   \n",
       "27             firstname             Firstname  ATTRIBUTE    True   \n",
       "28              lastname              Lastname  ATTRIBUTE    True   \n",
       "29                  city                  City  ATTRIBUTE    True   \n",
       "30                 state                 State  ATTRIBUTE    True   \n",
       "31                 email                 Email  ATTRIBUTE    True   \n",
       "32                 phone                 Phone  ATTRIBUTE    True   \n",
       "33            likesports            Likesports  ATTRIBUTE    True   \n",
       "34           liketheatre           Liketheatre  ATTRIBUTE    True   \n",
       "35          likeconcerts          Likeconcerts  ATTRIBUTE    True   \n",
       "36              likejazz              Likejazz  ATTRIBUTE    True   \n",
       "37         likeclassical         Likeclassical  ATTRIBUTE    True   \n",
       "38             likeopera             Likeopera  ATTRIBUTE    True   \n",
       "39              likerock              Likerock  ATTRIBUTE    True   \n",
       "40             likevegas             Likevegas  ATTRIBUTE    True   \n",
       "41          likebroadway          Likebroadway  ATTRIBUTE    True   \n",
       "42          likemusicals          Likemusicals  ATTRIBUTE    True   \n",
       "43  calc_real_commission       Real Commission       CALC    True   \n",
       "\n",
       "                 Script  \n",
       "0                     -  \n",
       "1                     -  \n",
       "2                     -  \n",
       "3                     -  \n",
       "4                     -  \n",
       "5                     -  \n",
       "6                     -  \n",
       "7                     -  \n",
       "8                     -  \n",
       "9                     -  \n",
       "10                    -  \n",
       "11                    -  \n",
       "12                    -  \n",
       "13                    -  \n",
       "14                    -  \n",
       "15                    -  \n",
       "16                    -  \n",
       "17                    -  \n",
       "18                    -  \n",
       "19                    -  \n",
       "20                    -  \n",
       "21                    -  \n",
       "22                    -  \n",
       "23                    -  \n",
       "24                    -  \n",
       "25                    -  \n",
       "26                    -  \n",
       "27                    -  \n",
       "28                    -  \n",
       "29                    -  \n",
       "30                    -  \n",
       "31                    -  \n",
       "32                    -  \n",
       "33                    -  \n",
       "34                    -  \n",
       "35                    -  \n",
       "36                    -  \n",
       "37                    -  \n",
       "38                    -  \n",
       "39                    -  \n",
       "40                    -  \n",
       "41                    -  \n",
       "42                    -  \n",
       "43  sum(pricepaid)*0.25  "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ticketSrc.fields()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "Attribute?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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