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why_profile_summary.html
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<div></div><iframe srcdoc="<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="" />
<meta name="author" content="" />
<title>Profile Visualizer | whylogs</title>
<link rel="icon" href="images/whylabs-favicon.png" type="image/png" sizes="16x16" />
<link rel="preconnect" href="https://fonts.googleapis.com" />
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
<link href="https://fonts.googleapis.com/css2?family=Asap:wght@400;500;600;700&display=swap" rel="stylesheet" />
<link rel="preconnect" href="https://fonts.gstatic.com" />
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" />
<script
src="https://cdnjs.cloudflare.com/ajax/libs/handlebars.js/4.7.7/handlebars.min.js"
integrity="sha512-RNLkV3d+aLtfcpEyFG8jRbnWHxUqVZozacROI4J2F1sTaDqo1dPQYs01OMi1t1w9Y2FdbSCDSQ2ZVdAC8bzgAg=="
crossorigin="anonymous"
referrerpolicy="no-referrer"
></script>
<style type="text/css">
:root {
/* CONSTANTS */
--SIDE-PANEL-WIDTH: 320px;
--PROPERTY-PANEL-WIDTH: 420px;
/* COLOR VARIABLES */
/** Standard colors */
--red: #d11010;
--orange: #f07028;
--yellow: #faaf40;
--olive: #b5cc18;
--green: #1dbb42;
--teal: #00b5ad;
--blue: #2683c9;
--violet: #6435c9;
--purple: #a333c8;
--pink: #ed45a4;
--brown: #ac724d;
--grey: #778183;
--black: #1b1c1d;
--white: #ffffff;
/** Branded colors */
--brandPrimary900: #0e7384;
--brandPrimary800: #228798;
--brandPrimary700: #369bac;
--brandPrimary600: #4aafc0;
--brandPrimary500: #5ec3d4;
--brandPrimary400: #72d7e8;
--brandPrimary300: #86ebfc;
--brandPrimary200: #a6f2ff;
--brandPrimary100: #cdf8ff;
--brandSecondary900: #4f595b;
--brandSecondary800: #636d6f;
--brandSecondary700: #778183;
--brandSecondary600: #8b9597;
--brandSecondary500: #9fa9ab;
--brandSecondary400: #b3bdbf;
--brandSecondary300: #c7d1d3;
--brandSecondary200: #dbe5e7;
--brandSecondary100: #ebf2f3;
--secondaryLight1000: #313b3d;
--brandRed4: #b30000;
--brandRed3: #d72424;
--brandRed2: #eb5656;
--brandRed1: #ff8282;
--night1: #021826;
/** Purpose colors */
--textColor: #4f595b;
--linkColor: #369bac;
--infoColor: #2683c9;
--warningColor: #faaf40;
--tealBackground: #eaf2f3;
--pageBackground: #e5e5e5;
--contrastTableRow: #fafafa;
--whiteBackground: #ffffff;
--primaryBackground: #e5e5e5;
}
/* RESET STYLE */
*,
*::after,
*::before {
margin: 0;
padding: 0;
box-sizing: border-box;
font-family: "Asap", Arial, Helvetica, sans-serif;
}
/*
* Main content
*/
.main {
position: relative;
background: #FFFFFF;
border: 1px solid #DBE5E7;
box-sizing: border-box;
border-radius: 4px;
}
.main .page-header {
margin-top: 0;
}
/* CSS DIV TABLE BASIC STYLE */
.wl-table-row .wl-table-head:first-child {
min-width: 360px;
z-index: 2;
}
.wl-table-wrap {
position: relative;
}
.wl-table {
display: table;
width: 100%;
}
.row>* {
padding-right: 0 !important;
padding-left: 0 !important;
}
.wl-table-row {
display: table-row;
}
.wl-table-row:hover,
.wl-table-row:hover .wl-table-cell:first-child {
background-color: var(--brandSecondary100);
}
.wl-table-row--clickable:hover .wl-table-cell__title-button {
visibility: visible;
}
.wl-table-heading {
position: sticky;
top: 0;
z-index: 900;
display: table-header-group;
font-weight: 700;
}
.wl-table-cell,
.wl-table-head {
border-bottom: 1px solid var(--brandSecondary200);
display: table-cell;
padding: 12px 18px;
}
.wl-table-cell {
font-size: 14px;
}
.wl-table-cell--top-spacing {
padding-top: 35px; /* cell-top-padding + cell-title-height */
}
.wl-table-head-wraper {
background-color: var(--white);
}
.wl-table-head {
position: sticky;
left: 0;
min-width: 100px;
border-bottom: 2px solid var(--brandSecondary100);
font-size: 12px;
line-height: 1.67;
white-space: nowrap;
}
.wl-sub-table-head {
position: relative;
}
.wl-table-body {
display: table-row-group;
}
.wl-table-row .wl-table-cell:first-child{
position: sticky;
left: 0;
background-color: var(--white);
border-right-width: 2px;
}
/* Table custom style */
.wl-table-cell__title-wrap {
display: flex;
justify-content: space-between;
}
.wl-table-cell__title {
height: 25px;
margin: 0;
font-size: 14px;
font-weight: 700;
overflow: hidden;
white-space: nowrap;
text-overflow: ellipsis;
}
.wl-table-cell__bedge-wrap {
padding: 2px 0;
white-space: nowrap;
overflow: hidden;
font-style: italic;
text-align: center;
color: var(--brandSecondary400);
}
.wl-table-cell__bedge {
height: 24px;
margin: 1px;
padding: 2px 8px;
border: 1px solid var(--brandSecondary400);
font-style: normal;
color: var(--brandSecondary900);
border-radius: 20px;
white-space: nowrap;
}
/* Property side panel */
.wl-compare-profile {
z-index: 999;
position: absolute;
right: 0;
background: var(--white);;
border-bottom: 1px solid var(--brandSecondary200);
}
/* Screen on smaller screens */
.no-responsive {
display: none;
position: fixed;
top: 0;
left: 0;
z-index: 1031;
width: 100vw;
height: 100vh;
background-color: var(--tealBackground);
display: flex;
align-items: center;
justify-content: center;
}
.no-responsive__content {
max-width: 600px;
width: 100%;
padding: 0 24px;
}
.no-responsive__title {
font-size: 96px;
font-weight: 300;
color: var(--brandSecondary900);
line-height: 1.167;
}
.no-responsive__text {
margin: 0;
font-size: 16px;
font-weight: 400;
color: var(--brandSecondary900);
line-height: 1.5;
}
.space-between {
display: flex;
justify-content: space-between;
}
.align-items {
display: flex;
align-items: center;
}
.display-flex{
display: flex;
}
.table-border-none {
padding: 0;
border: none;
}
.flex-direction-colum {
display: flex;
flex-direction: column;
}
.align-items {
align-items: center;
}
.search-input{
padding-top: 0 !important;
padding-bottom: 0 !important;
}
.search-input input{
border: none;
background: none;
outline: none;
height: 40px;
width: 100%;
font-size: 14px;
}
.search-input img{
height: 19px;
pointer-events: none;
}
input::placeholder {
color: var(--secondaryLight1000);
}
.text-align-center {
text-align: center;
}
.text-align-end {
text-align: end;
}
.drift-detection {
justify-content: space-between;
align-items: center;
}
.drift-detection-info-circle {
width: 15px;
height: 15px;
border-radius: 50px;
display: inline-block;
margin-right: 8px;
}
.severe-drift-circle-color {
background: #D40D00;
}
.moderate-drift-circle-color {
background: #F5843C;
}
.mild-drift-circle-color {
background: #F2C142;
}
.minimal-drift-circle-color {
background: #ABCA52;
}
.drift-detection-info-drifts-item {
padding-right: 20px;
}
.drift-detection-info-title {
font-family: Arial;
font-weight: bold;
font-size: 16px;
line-height: 130%;
color: #313B3D;
}
.drift-detection-info-drifts-item-count {
font-family: Arial;
font-weight: bold;
font-size: 14px;
line-height: 16px;
color: #000000;
padding-right: 8px;
}
.drift-detection-info-drifts-item-name {
font-family: Arial;
font-style: normal;
font-weight: normal;
font-size: 12px;
line-height: 14px;
color: #000000;
}
.drift-detection-info-drifts-item-range {
font-family: Arial;
font-style: normal;
font-weight: normal;
font-size: 11px;
line-height: 13px;
color: #6C757D;
}
.drift-detection-search-input {
display: flex;
align-items: center;
background: rgba(255, 255, 255, 0.7);
border: 1px solid #DBE5E7;
box-sizing: border-box;
border-radius: 4px;
width: 170px;
padding-left: 10px;
}
.drift-detection-search-input img{
margin-right: 5px;
}
.drift-detection-search-input input::placeholder {
font-family: Arial;
font-weight: normal;
font-size: 13px;
line-height: 16px;
color: #313B3D;
}
.close-filter-button {
display: flex;
justify-content: center;
align-items: center;
background: rgba(255, 255, 255, 0.7);
border: 1px solid #369BAC;
box-sizing: border-box;
border-radius: 4px;
width: 40px;
height: 40px;
cursor: pointer;
margin-left: 10px;
}
.filter-options-title {
width: 240px;
}
.filter-options-title p {
margin: 0;
}
.dropdown-container {
position: absolute;
right: 18px;
z-index: 999;
background: #FFFFFF;
border: 1px solid #DBE5E7;
box-sizing: border-box;
box-shadow: 0px 2px 8px rgba(0, 0, 0, 0.05);
border-radius: 4px;
padding: 10px !important;
border: none !important;
}
.form-check-input:checked {
background-color: #0E7384;
border-color: #0E7384;
}
.form-check-input[type=checkbox] {
border-radius: 2px;
}
.justify-content-center {
justify-content: center;
}
.wl-table-cell__graph-wrap {
width: 0;
}
.svg-container {
display: inline-block;
position: relative;
width: 85%;
padding-bottom: 17%;
vertical-align: top;
overflow: hidden;
}
.svg-content-responsive {
display: inline-block;
position: absolute;
left: 0;
}
.reference-table-head {
min-width: 250px;
}
.wl__dropdown_arrow-icon {
position: relative;
}
.notif-circle-container{
position: absolute;
top: -4px;
right: -4px;
padding: 5.3px;
border-radius: 50%;
background-color: white;
cursor: pointer;
}
.notif-circle {
position: absolute;
top: 2px;
right: 2px;
padding: 3.3px;
border-radius: 50%;
background-color: #F2994A;
}
.header-title {
font-size: 26px;
font-weight: 700;
color: #444444;
}
.statistic-number-title {
font-family: Arial;
font-weight: normal;
font-size: 14px;
line-height: 20px;
color: #6C757D;
}
.statistic-number {
font-family: Arial;
font-weight: bold;
font-size: 20px;
line-height: 140%;
display: flex;
align-items: center;
color: #0E7384;
}
.statistic-measurement {
font-size: 15px !important;
margin-left: 3px;
}
.statistic-measurement-percent {
font-size: 15px !important;
}
.question-mark {
font-size: 10px;
font-weight: 900;
color: #0E7384;
border-radius: 50px;
border: 2px solid #0E7384;
padding: 0px 4px;
transition: 0.5s;
cursor: pointer;
}
.question-mark:hover {
color: white;
background: #0E7384;
border: 2px solid none;
transition: 0.5s;
}
.tooltip-full-number {
position: relative;
display: inline-block;
}
.tooltip-full-number .tooltiptext {
visibility: hidden;
background: black;
color: white;
border: 1px solid black;
text-align: start;
padding: 3px;
position: absolute;
z-index: 1002;
top: 0;
left: 100%;
margin-left: 5px;
opacity: 0;
transition: opacity 0.5s;
font-size: 13px;
font-weight: normal;
line-height: 100%;
}
.tooltip-full-number:hover .tooltiptext {
visibility: visible;
opacity: 1;
}
.display-flex {
display: flex;
}
.flex-direction-column {
flex-direction: column;
}
.justify-content-space-between {
justify-content: space-between;
}
.justify-content-center {
justify-content: center;
}
.align-items-center {
align-items: center;
}
.padding-right-30 {
padding-right: 30px;
}
.padding-5 {
padding: 5px;
}
.text-color {
color: var(--secondaryLight1000);
}
.error-message {
display: flex;
justify-content: center;
align-items: center;
color: rgb(255, 114, 71);
font-size: 30px;
font-weight: 900;
}
@media screen and (min-width: 500px) {
.desktop-content {
display: block;
}
.no-responsive {
display: none;
}
}
</style>
</head>
<body id="generated-html"></body>
<script id="entry-template" type="text/x-handlebars-template">
<div class="desktop-content">
<div class="container-fluid">
<div class="feature-summary-statistics-wrap">
<div class="feature-summary-statistics">
<div class="mb-4">
<strong class="header-title">Profile Summary</strong>
</div>
<div class="display-flex statistics">
<div class="padding-right-30">
<div class="statistic-number-title">Observations
<div class="tooltip-full-number">
<span class="question-mark">?</span>
<span class="tooltiptext">
<div class="mb-1">The sum of counts for each feature. For a single dataframe, it is equal to the number of cells, i.e., rows * columns.</div>
</span>
</div>
</div>
<div class="statistic-number">{{{observations this}}}</div>
</div>
<div class="padding-right-30">
<div class="statistic-number-title">Missing Cells</div>
<div class="statistic-number">
{{{missingCells this}}}
<div>{{{missingCellsPercentage this}}}</div>
</div>
</div>
<div class="wl-compare-profile" id="compare-profile" style="display: flex; justify-content: space-around">
<div class="drift-detection-wrap">
<div class="drift-detection display-flex">
<div class="drift-detection-search-input-wrap display-flex">
<div class="drift-detection-search-input search-input ">
<input type="text" id="wl__feature-search" placeholder="Quick search..."/>
<img src="data:image/png;base64,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"/>
</div>
<div class="wl__dropdown_arrow-icon" >
<div onclick="openFilter()" class="close-filter-button">
<div class="display-flex close-filter-icon d-none">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAsAAAALCAYAAACprHcmAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAADFSURBVHgBfY+xDcIwEEXvnLQBZQkYAEhDwwKpEEK0CCZgAEjJCEmgjYSAygxAHTZgFRSOsyUjY5mcZFnn/+78PwBXf3+MoKWUPuYjVBPFnTwpr9t/oNJfcTfXsAhRAlDqDhhQIPYgpAqNMDqcUqSAYZT1epr9gAHt6uXshvYme4DYHQJNDKh0dD0m5WXB10Y3Fqjtuh7fROn3oREDWxfeMLyRsMnc0OgDzdduaA0Pi3Plgr7Q2kaAePeBqh6rueSNBVt6fgCwBV1JLF3rlAAAAABJRU5ErkJggg=="/>
</div>
<div class="display-flex filter-icon">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAPCAYAAADtc08vAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAACSSURBVHgBrZLBCYAwDEWTUjw7igcdwI1cxkNXUJzBEVzFAbSVKoKmaVrEB6GHJv/w+AACtRk7P9IONv1QOYUl96k0zv61m2tjARoLtSDI3EFsgIJ4uoXrMLazO72CRG2mzg/8BSdVlEjhpGZJjAWdAZJECpWalEhJSs1pHuUlMad5FFai1Lwg4Ckx1TxKIPFL8w55mEWd8VjPGAAAAABJRU5ErkJggg=="/>
</div>
</div>
<span class="notif-circle-container">
<span class="notif-circle"></span>
</span>
</div>
</div>
</div>
</div>
<div class="dropdown-container flex-direction-colum mb-2 d-none" id="dropdown-container">
<div class="filter-options">
<div class="filter-options-title space-between dropdown">
<p>Filter by type</p>
</div>
<div class="form-check mb-1 mt-2">
<input
class="form-check-input wl__feature-filter-input"
type="checkbox"
name="checkbox"
value="Discrete"
id="inferredDiscrete"
onclick="changeDiscreteValue()"
checked
/>
<label class="form-check-label" for="inferredDiscrete">
Inferred discrete (<span class="wl__feature-count--discrete">{{getDiscreteTypeCount}}</span>)
</label>
</div>
<div class="form-check mb-1">
<input
class="form-check-input wl__feature-filter-input"
type="checkbox"
name="checkbox"
value="Non-discrete"
id="inferredNonDiscrete"
onclick="changeNonDiscreteValue()"
checked
/>
<label class="form-check-label" for="inferredNonDiscrete">
Inferred non-discrete (<span
class="wl__feature-count--non-discrete"
>{{getNonDiscreteTypeCount}}</span>)
</label>
</div>
<div class="form-check mb-1">
<input
class="form-check-input wl__feature-filter-input"
type="checkbox"
name="checkbox"
value="Unknown"
id="inferredUnknown"
onclick="changeUnknwonValue()"
checked
/>
<label class="form-check-label" for="inferredUnknown">
Unknown (<span class="wl__feature-count--unknown">{{getUnknownTypeCount}}</span>)
</label>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="row">
<div class="main">
<div class="wl-table-wrap" id="table-content">
<div class="wl-table">
<div class="wl-table-heading">
<div class="wl-table-row wl-table-row--bottom-shadow">
<div class="wl-table-head wl-table-head-wraper">
<div class="wl-table-head table-border-none graph-table-head">Target</div>
</div>
<div class="wl-table-head wl-table-head-wraper text-align-end">Total count</div>
<div class="wl-table-head wl-table-head-wraper text-align-end">Missing</div>
<div class="wl-table-head wl-table-head-wraper text-align-end">Mean</div>
<div class="wl-table-head wl-table-head-wraper text-align-end">Min</div>
<div class="wl-table-head wl-table-head-wraper text-align-end">Max</div>
</div>
</div>
<ul class="wl-table-body wl__table-body" id="table-body">
{{#each this.columns}} <li
{{#if this.numberSummary}} class="wl-table-row wl-table-row--clickable" {{else}} class="wl-table-row" {{/if}}
data-feature-name={{@key}}
data-inferred-type={{inferredType this}}
data-scroll-to-feature-name={{@key}}
>
<div class="wl-table-cell wl-table-cell__graph-wrap">
<div class="wl-table-cell__title-wrap">
<h4 class="wl-table-cell__title">{{@key}}</h4>
<div></div>
</div>
<div class="display-flex">
{{{getGraphHtml this}}}
</div>
</div>
<div
class="wl-table-cell wl-table-cell--top-spacing align-middle"
><div class="text-align-end">{{totalCount this}}</div></div>
<div
class="wl-table-cell wl-table-cell--top-spacing align-middle"
><div class="text-align-end">{{missing this}}</div></div>
<div
class="wl-table-cell wl-table-cell--top-spacing align-middle"
><div class="text-align-end">{{mean this}}</div></div>
<div
class="wl-table-cell wl-table-cell--top-spacing align-middle"
><div class="text-align-end">{{minimumValue this}}</div></div>
<div
class="wl-table-cell wl-table-cell--top-spacing align-middle"
><div class="text-align-end">{{maximumValue this}}</div></div>
</li>
{{/each}} </ul>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="no-responsive">
<div class="no-responsive__content">
<h1 class="no-responsive__title">Hold on! :)</h1>
<p class="no-responsive__text">
It looks like your current screen size or device is not yet supported by the WhyLabs Sandbox. The Sandbox is
best experienced on a desktop computer. Please try maximizing this window or switching to another device. We
are working on adding support for a larger variety of devices.
</p>
</div>
</div>
</script>
<script src="https://code.jquery.com/jquery-3.6.0.min.js" integrity="sha256-/xUj+3OJU5yExlq6GSYGSHk7tPXikynS7ogEvDej/m4=" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/6.7.0/d3.min.js" integrity="sha512-cd6CHE+XWDQ33ElJqsi0MdNte3S+bQY819f7p3NUHgwQQLXSKjE4cPZTeGNI+vaxZynk1wVU3hoHmow3m089wA==" crossorigin="anonymous" referrerpolicy="no-referrer"></script>
<script>
const getTargetProfile = () => { return {"columns": {"sepal length (cm)": {"histogram": {"start": 4.3, "end": 7.90000079, "width": 0, "counts": [4, 1, 4, 2, 11, 10, 9, 4, 1, 13, 6, 8, 7, 3, 12, 4, 9, 7, 5, 10, 3, 4, 1, 1, 4, 1, 0, 1, 4, 1], "max": 7.9, "min": 4.3, "bins": [4.3, 4.420000026333333, 4.540000052666667, 4.660000079, 4.780000105333333, 4.900000131666666, 5.020000158, 5.140000184333333, 5.260000210666666, 5.380000237, 5.500000263333334, 5.620000289666667, 5.740000316, 5.860000342333334, 5.9800003686666665, 6.100000395, 6.220000421333333, 6.340000447666666, 6.460000474, 6.580000500333334, 6.700000526666667, 6.820000553, 6.940000579333333, 7.060000605666667, 7.1800006320000005, 7.3000006583333334, 7.420000684666666, 7.540000711, 7.660000737333333, 7.780000763666667, 7.90000079], "n": 150}, "frequentItems": null, "drift_from_ref": null, "isDiscrete": false, "featureStats": {"total_count": 150, "missing": 0, "distinct": 23.333335303598176, "min": 4.3, "max": 7.9, "range": 3.6000000000000005, "quantile_statistics": {"fifth_percentile": 4.6, "iqr": 1.3000000000000007, "q1": 5.1, "median": 5.8, "q3": 6.4, "ninety_fifth_percentile": 7.3}, "descriptive_statistics": {"stddev": 0.828066127977863, "coefficient_of_variation": 0.14171125977944032, "sum": 876.5, "variance": 0.6856935123042507, "mean": 5.843333333333334}}}, "sepal width (cm)": {"histogram": {"start": 2.0, "end": 4.40000044, "width": 0, "counts": [1, 0, 3, 4, 3, 0, 8, 5, 9, 14, 0, 10, 26, 11, 13, 0, 6, 12, 6, 4, 0, 3, 6, 2, 1, 0, 1, 1, 0, 1], "max": 4.4, "min": 2.0, "bins": [2.0, 2.0800000146666666, 2.1600000293333332, 2.240000044, 2.3200000586666665, 2.4000000733333335, 2.480000088, 2.5600001026666668, 2.6400001173333334, 2.720000132, 2.8000001466666666, 2.8800001613333333, 2.9600001760000003, 3.0400001906666665, 3.1200002053333336, 3.20000022, 3.280000234666667, 3.3600002493333334, 3.440000264, 3.520000278666667, 3.6000002933333333, 3.6800003080000003, 3.760000322666667, 3.8400003373333336, 3.920000352, 4.000000366666667, 4.080000381333333, 4.160000396, 4.240000410666667, 4.320000425333333, 4.40000044], "n": 150}, "frequentItems": null, "drift_from_ref": null, "isDiscrete": false, "featureStats": {"total_count": 150, "missing": 0, "distinct": 15.33333417110978, "min": 2.0, "max": 4.4, "range": 2.4000000000000004, "quantile_statistics": {"fifth_percentile": 2.3, "iqr": 0.5, "q1": 2.8, "median": 3.0, "q3": 3.3, "ninety_fifth_percentile": 3.8}, "descriptive_statistics": {"stddev": 0.4358662849366982, "coefficient_of_variation": 0.14256420135304126, "sum": 458.6000000000001, "variance": 0.189979418344519, "mean": 3.0573333333333337}}}, "petal length (cm)": {"histogram": {"start": 1.0, "end": 6.900000690000001, "width": 0, "counts": [2, 9, 26, 11, 2, 0, 0, 0, 0, 0, 1, 2, 2, 2, 4, 8, 6, 12, 8, 9, 12, 4, 5, 9, 5, 5, 1, 1, 3, 1], "max": 6.9, "min": 1.0, "bins": [1.0, 1.1966666896666667, 1.3933333793333333, 1.5900000690000002, 1.7866667586666667, 1.9833334483333336, 2.1800001380000005, 2.376666827666667, 2.5733335173333334, 2.7700002070000003, 2.966666896666667, 3.1633335863333336, 3.3600002760000005, 3.556666965666667, 3.753333655333334, 3.9500003450000003, 4.146667034666667, 4.343333724333334, 4.5400004140000005, 4.736667103666667, 4.933333793333334, 5.130000483000001, 5.326667172666667, 5.523333862333334, 5.720000552000001, 5.9166672416666675, 6.113333931333334, 6.310000621000001, 6.506667310666668, 6.703334000333334, 6.900000690000001], "n": 150}, "frequentItems": null, "drift_from_ref": null, "isDiscrete": false, "featureStats": {"total_count": 150, "missing": 0, "distinct": 28.666669656833378, "min": 1.0, "max": 6.9, "range": 5.9, "quantile_statistics": {"fifth_percentile": 1.3, "iqr": 3.4999999999999996, "q1": 1.6, "median": 4.4, "q3": 5.1, "ninety_fifth_percentile": 6.1}, "descriptive_statistics": {"stddev": 1.7652982332594662, "coefficient_of_variation": 0.4697440748428595, "sum": 563.7, "variance": 3.116277852348993, "mean": 3.7580000000000005}}}, "petal width (cm)": {"histogram": {"start": 0.1, "end": 2.50000025, "width": 0, "counts": [5, 29, 7, 7, 1, 0, 1, 0, 0, 0, 0, 7, 3, 5, 13, 0, 8, 12, 4, 2, 0, 12, 5, 6, 6, 0, 3, 8, 3, 3], "max": 2.5, "min": 0.1, "bins": [0.1, 0.18000000833333335, 0.26000001666666667, 0.34000002500000004, 0.42000003333333336, 0.5000000416666667, 0.58000005, 0.6600000583333333, 0.7400000666666666, 0.8200000749999999, 0.9000000833333333, 0.9800000916666666, 1.0600001000000001, 1.1400001083333333, 1.2200001166666667, 1.300000125, 1.3800001333333334, 1.4600001416666668, 1.54000015, 1.6200001583333334, 1.7000001666666666, 1.780000175, 1.8600001833333333, 1.9400001916666667, 2.0200002, 2.1000002083333333, 2.1800002166666665, 2.260000225, 2.3400002333333334, 2.4200002416666666, 2.50000025], "n": 150}, "frequentItems": null, "drift_from_ref": null, "isDiscrete": false, "featureStats": {"total_count": 150, "missing": 0, "distinct": 14.666667431592986, "min": 0.1, "max": 2.5, "range": 2.4, "quantile_statistics": {"fifth_percentile": 0.2, "iqr": 1.5, "q1": 0.3, "median": 1.3, "q3": 1.8, "ninety_fifth_percentile": 2.3}, "descriptive_statistics": {"stddev": 0.7622376689603465, "coefficient_of_variation": 0.6355511414344188, "sum": 179.90000000000003, "variance": 0.5810062639821029, "mean": 1.1993333333333336}}}, "target": {"histogram": {"start": 0.0, "end": 2.0000002, "width": 0, "counts": [50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50], "max": 2.0, "min": 0.0, "bins": [0.0, 0.06666667333333334, 0.13333334666666669, 0.20000002000000003, 0.26666669333333337, 0.3333333666666667, 0.40000004000000006, 0.4666667133333334, 0.5333333866666667, 0.6000000600000001, 0.6666667333333334, 0.7333334066666668, 0.8000000800000001, 0.8666667533333334, 0.9333334266666669, 1.0000001, 1.0666667733333335, 1.133333446666667, 1.2000001200000001, 1.2666667933333335, 1.3333334666666667, 1.4000001400000002, 1.4666668133333336, 1.5333334866666668, 1.6000001600000002, 1.6666668333333337, 1.7333335066666669, 1.8000001800000003, 1.8666668533333337, 1.933333526666667, 2.0000002], "n": 150}, "frequentItems": null, "drift_from_ref": null, "isDiscrete": false, "featureStats": {"total_count": 150, "missing": 0, "distinct": 2.0000000099341073, "min": 0.0, "max": 2.0, "range": 2.0, "quantile_statistics": {"fifth_percentile": 0.0, "iqr": 2.0, "q1": 0.0, "median": 1.0, "q3": 2.0, "ninety_fifth_percentile": 2.0}, "descriptive_statistics": {"stddev": 0.8192319205190405, "coefficient_of_variation": 0.8192319205190405, "sum": 150.0, "variance": 0.6711409395973155, "mean": 1.0}}}, "prediction": {"histogram": {"start": 0.0, "end": 2.0000002, "width": 0, "counts": [50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 50], "max": 2.0, "min": 0.0, "bins": [0.0, 0.06666667333333334, 0.13333334666666669, 0.20000002000000003, 0.26666669333333337, 0.3333333666666667, 0.40000004000000006, 0.4666667133333334, 0.5333333866666667, 0.6000000600000001, 0.6666667333333334, 0.7333334066666668, 0.8000000800000001, 0.8666667533333334, 0.9333334266666669, 1.0000001, 1.0666667733333335, 1.133333446666667, 1.2000001200000001, 1.2666667933333335, 1.3333334666666667, 1.4000001400000002, 1.4666668133333336, 1.5333334866666668, 1.6000001600000002, 1.6666668333333337, 1.7333335066666669, 1.8000001800000003, 1.8666668533333337, 1.933333526666667, 2.0000002], "n": 150}, "frequentItems": null, "drift_from_ref": null, "isDiscrete": false, "featureStats": {"total_count": 150, "missing": 0, "distinct": 2.0000000099341073, "min": 0.0, "max": 2.0, "range": 2.0, "quantile_statistics": {"fifth_percentile": 0.0, "iqr": 2.0, "q1": 0.0, "median": 1.0, "q3": 2.0, "ninety_fifth_percentile": 2.0}, "descriptive_statistics": {"stddev": 0.8192319205190405, "coefficient_of_variation": 0.8192319205190405, "sum": 150.0, "variance": 0.6711409395973155, "mean": 1.0}}}}, "properties": {"observations": 900, "missing_cells": 0, "missing_percentage": 0.0}} }
const targetProfile = getTargetProfile()
function fixNumberTo(number, decimals = 3) {
const fractionalDigits = String(number % 1).split('').slice(2, 2 + decimals).join('')
return `${Math.trunc(number)}.${fractionalDigits}`
}
function registerHandlebarHelperFunctions() {
//helper fun
class GenerateChartParams {
constructor(height, width, data, bottomMargin=20, topMargin=5) {
this.MARGIN = {
TOP: topMargin,
RIGHT: 5,
BOTTOM: bottomMargin,
LEFT: 55,
};
this.SVG_WIDTH = width;
this.SVG_HEIGHT = height;
this.CHART_WIDTH = this.SVG_WIDTH - this.MARGIN.LEFT - this.MARGIN.RIGHT;
this.CHART_HEIGHT = this.SVG_HEIGHT - this.MARGIN.TOP - this.MARGIN.BOTTOM;
this.svgEl = d3.create("svg")
.attr("preserveAspectRatio", "xMinYMin meet")
.attr("viewBox", "30 0 240 400")
.classed("svg-content-responsive", true)
this.maxYValue = d3.max(data, (d) => Math.abs(d.axisY));
this.xScale = d3
.scaleBand()
.domain(data.map((d) => d.axisX))
.range([this.MARGIN.LEFT, this.MARGIN.LEFT + this.CHART_WIDTH]);
this.yScale = d3
.scaleLinear()
.domain([0, this.maxYValue * 1.02])
.range([this.CHART_HEIGHT, 0]);
}
}
function generateChart(data, height = 70, width = 250, index = 0, referenceProfileExist = false) {
const sizes = new GenerateChartParams(height, width, data, 5)
const {
MARGIN,
SVG_WIDTH,
SVG_HEIGHT,
CHART_WIDTH,
CHART_HEIGHT,
svgEl,
maxYValue,
xScale,
yScale
} = sizes
const rectColors = ["#44C0E7", "#F5843C"]
// Add the y Axis
if (!referenceProfileExist) {
svgEl
.append("g")
.attr("transform", "translate(" + MARGIN.LEFT + ", " + MARGIN.TOP + ")")
.call(d3.axisLeft(yScale).tickValues([0, maxYValue/2, maxYValue]))
.selectAll("text")
.style("font-size", "8")
}
const gChart = svgEl.append("g");
gChart
.attr("transform", "translate(" + 20 + ", " + 0 + ")")
.selectAll(".bar")
.data(data)
.enter()
.append("rect")
.classed("bar", true)
.attr("width", xScale.bandwidth() - 1)
.attr("height", (d) => CHART_HEIGHT - yScale(d.axisY))
.attr("x", (d) => xScale(d.axisX))
.attr("y", (d) => yScale(d.axisY) + MARGIN.TOP)
.attr("fill", rectColors[index]);
return svgEl._groups[0][0].outerHTML;
}
function chartData(column) {
const data = [];
if (column.histogram) {
column.histogram.counts.slice(0, 30).forEach((count, index) => {
data.push({
axisY: count,
axisX: index,
});
});
} else if (column.frequentItems) {
Object.entries(column.frequentItems).forEach(([key, {value, estimate}], index) => {
data.push({
axisY: estimate,
axisX: value,
});
});
}
return data
}
function graph(column, key, referenceColumn) {
let data = [];
const columnKey = key.data.key
let chartValue = false
let chartColor = undefined
if(!!referenceColumn){
column = referenceColumn.columns[columnKey]
chartValue = true
chartColor = 1
} else if (referenceColumn === undefined) {
column = ""
}
if (column.histogram || column.frequentItems) {
data = chartData(column)
} else if (referenceColumn === null ) {
$(".svg-container").css("padding-bottom", "0")
return '<span class="wl-table-cell__bedge-wrap">No data to show the chart</span>';
} else if (referenceColumn === undefined) {
$(document).ready(function() {
$(".reference-table-head").addClass("d-none")
});
return ''
} else if (referenceColumn.frequentItems === undefined){
return '';
}
return `
<div class="svg-container">
${generateChart(data, ...[,,], chartColor, chartValue)}
</div>
`;
}
function formatLabelDate(timestamp) {
const date = new Date(timestamp);
const format = d3.timeFormat("%Y-%m-%d %I:%M:%S %p %Z");
return format(date);
}
abbreviate_number = function(value, fixed = 0) {
value = +value
if (value === null) { return null; } // terminate early
if (value === 0) { return '0'; } // terminate early
fixed = (!fixed || fixed < 0) ? 0 : fixed; // number of decimal places to show
var b = (value).toPrecision(2).split("e"), // get power
k = b.length === 1 ? 0 : Math.floor(Math.min(b[1].slice(1), 14) / 3), // floor at decimals, ceiling at trillions
c = k < 1 ? value.toFixed(0 + fixed) : (value / Math.pow(10, k * 3) ).toFixed(1 + fixed), // divide by power
d = c < 0 ? c : Math.abs(c), // enforce -0 is 0
newValue = d,
suffixe = ['', 'K', 'M', 'B', 'T'][k]; // append power
return {value, newValue, suffixe};
}
function formatBytes(bytes, decimals = 2) {
let newValue,
suffixe = ""
if (bytes === 0) return '0 Bytes';
const k = 1024;
const dm = decimals < 0 ? 0 : decimals;
const sizes = ['Bytes', 'KiB', 'MB', 'GB', 'TB', 'PB', 'EB', 'ZB', 'YB'];