mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-11-13 19:14:30 +00:00
1953 lines
55 KiB
HTML
1953 lines
55 KiB
HTML
<!DOCTYPE html>
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<html>
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<head>
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<meta charset='UTF-8' />
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<title>Performance Comparison Of ClickHouse On Various Hardware</title>
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<style type='text/css'>
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@font-face {
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font-family:'Yandex Sans Display Web';
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src:url(https://yastatic.net/adv-www/_/H63jN0veW07XQUIA2317lr9UIm8.eot);
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url(https://yastatic.net/adv-www/_/v2Sve_obH3rKm6rKrtSQpf-eB7U.woff) format('woff'),
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url(https://yastatic.net/adv-www/_/lF_KG5g4tpQNlYIgA0e77fBSZ5s.svg#YandexSansDisplayWeb-Regular) format('svg');
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font-weight:400;
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font-style:normal;
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font-stretch:normal
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}
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body {
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background-color: #EEE;
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font-family: Arial, sans-serif;
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font-size: 14px;
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}
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h1, h2 {
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margin: 3px;
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font-family: 'Yandex Sans Display Web', Arial, sans-serif;
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}
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p {
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line-height: 1.5;
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white-space: pre-wrap;
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}
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a {
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text-decoration: none;
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color: #06F;
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}
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a:hover {
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text-decoration: underline;
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color: #F40;
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}
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.island {
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background-color: #FFF;
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box-shadow: 0 0 0 1px rgba(0, 0, 0, 0.05), 0 8px 25px -5px rgba(0, 0, 0, 0.1);
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padding: 10px;
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width: 90%;
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margin: 10px auto 10px auto;
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}
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.title {
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font-size: 40px;
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font-weight: normal;
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text-align: center;
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margin: 0;
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}
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.subtitle {
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font-size: 50px;
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font-weight: normal;
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text-align: center;
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margin: 0;
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}
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.signature {
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text-align: right;
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margin: 0;
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}
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.terminal {
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font-family: Monospace;
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font-size: 9pt;
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color: #B2B2B2;
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background-color: #000;
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padding: 3px;
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border: 1px solid #AAA;
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white-space: pre-wrap;
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}
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.text-example {
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font-family: Monospace;
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font-size: 9pt;
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background-color: #FEC;
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padding: 3px;
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border: 1px solid #DDD;
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white-space: pre-wrap;
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}
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.inline-example {
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font-family: Monospace;
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font-size: 9pt;
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background-color: #FEC;
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}
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.informer {
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width: 1000px;
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margin: 20px auto 10px auto;
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text-align: right;
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.show-example {
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display: none;
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border-bottom: 1px dotted #06C;
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color: #F40;
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border-bottom: 1px dotted #F40;
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cursor: pointer;
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.head-anchor {
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float: right;
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color: #AAA;
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.head-anchor:hover {
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text-decoration: none;
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}
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.comparison_table {
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background-color: #EEE;
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}
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td {
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padding: 2px 5px 1px 5px;
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}
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th {
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padding: 5px 5px 5px 5px;
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}
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.query_cell {
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width: 300px;
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white-space: pre;
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overflow-x: hidden;
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.query_cell:hover {
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width: auto;
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background-color: #FEC;
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position: absolute;
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padding: 3px;
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margin: -11px 0 0 -3px;
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.number_cell {
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text-align: right;
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.comparison_table td {
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background-color: #FFF;
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}
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.comparison_table th {
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background-color: #F8F8F8;
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#selectors {
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font-size: 20px;
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font-family: 'Yandex Sans Display Web', Arial, sans-serif;
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margin: 5px;
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}
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#selectors p span {
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border: 1px solid #DDD;
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background-color: #EEE;
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padding: 1px 5px 1px 5px;
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margin: 1px 5px 1px 5px;
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cursor: pointer;
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white-space: nowrap;
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#selectors p span.selected {
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border: 1px solid #FC9;
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background-color: #FC9;
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}
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#selectors p span.disabled {
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color: #AAA;
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cursor: default;
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}
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.bar {
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background-color: #6AF;
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margin-top: 1px;
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}
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#diagram table tr td {
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border-left: 1px solid #EEE;
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border-top: 1px solid #EEE;
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background-color: #F8F8F8;
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}
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#diagram table tr td:last-child {
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border-right: 1px solid #EEE;
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}
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#diagram table tr:last-child td {
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border-bottom: 1px solid #EEE;
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}
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.diagram-system-name {
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text-align: right; width: 20%;
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}
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</style>
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</head>
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<body>
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<script type="text/javascript">
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function getParams() {
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var matches = document.cookie.match(/yandex_login=([\w\-]+)/);
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return (matches && matches.length == 2) ? { "login": matches[1] } : {};
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}
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</script>
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<!-- Yandex.Metrika counter -->
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<script type="text/javascript">
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(function (d, w, c) {
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(w[c] = w[c] || []).push(function() {
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try {
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w.yaCounter18343495 = new Ya.Metrika2({
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id:18343495,
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clickmap:true,
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trackLinks:true,
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accurateTrackBounce:true,
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webvisor:true
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});
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} catch(e) { }
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});
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var n = d.getElementsByTagName("script")[0],
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s = d.createElement("script"),
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f = function () { n.parentNode.insertBefore(s, n); };
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s.type = "text/javascript";
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s.async = true;
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s.src = "https://mc.yandex.ru/metrika/tag.js";
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if (w.opera == "[object Opera]") {
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d.addEventListener("DOMContentLoaded", f, false);
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} else { f(); }
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})(document, window, "yandex_metrika_callbacks2");
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</script>
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<noscript><div><img src="https://mc.yandex.ru/watch/18343495" style="position:absolute; left:-9999px;" alt="" /></div></noscript>
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<!-- /Yandex.Metrika counter -->
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<script type="text/javascript">
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var queries =
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[
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{
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"query": "SELECT count() FROM hits",
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"comment": "",
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},
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{
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"query": "SELECT count() FROM hits WHERE AdvEngineID != 0",
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"comment": "",
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},
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{
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"query": "SELECT sum(AdvEngineID), count(), avg(ResolutionWidth) FROM hits",
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"comment": "",
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},
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{
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"query": "SELECT sum(UserID) FROM hits",
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"comment": "",
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},
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{
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"query": "SELECT uniq(UserID) FROM hits",
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"comment": "",
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},
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{
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"query": "SELECT uniq(SearchPhrase) FROM hits",
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"comment": "",
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},
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{
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"query": "SELECT min(EventDate), max(EventDate) FROM hits",
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"comment": "",
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},
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{
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"query": "SELECT AdvEngineID, count() FROM hits WHERE AdvEngineID != 0 GROUP BY AdvEngineID ORDER BY count() DESC",
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"comment": "",
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},
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{
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"query": "SELECT RegionID, uniq(UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT RegionID, sum(AdvEngineID), count() AS c, avg(ResolutionWidth), uniq(UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT MobilePhoneModel, uniq(UserID) AS u FROM hits WHERE MobilePhoneModel != '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT MobilePhone, MobilePhoneModel, uniq(UserID) AS u FROM hits WHERE MobilePhoneModel != '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT SearchPhrase, count() AS c FROM hits WHERE SearchPhrase != '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT SearchPhrase, uniq(UserID) AS u FROM hits WHERE SearchPhrase != '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT SearchEngineID, SearchPhrase, count() AS c FROM hits WHERE SearchPhrase != '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT UserID, count() FROM hits GROUP BY UserID ORDER BY count() DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT UserID, SearchPhrase, count() FROM hits GROUP BY UserID, SearchPhrase ORDER BY count() DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT UserID, SearchPhrase, count() FROM hits GROUP BY UserID, SearchPhrase LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT UserID, toMinute(EventTime) AS m, SearchPhrase, count() FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY count() DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT UserID FROM hits WHERE UserID = 12345678901234567890",
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"comment": "",
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},
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{
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"query": "SELECT count() FROM hits WHERE URL LIKE '%metrika%'",
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"comment": "",
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},
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{
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"query": "SELECT SearchPhrase, any(URL), count() AS c FROM hits WHERE URL LIKE '%metrika%' AND SearchPhrase != '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT SearchPhrase, any(URL), any(Title), count() AS c, uniq(UserID) FROM hits WHERE Title LIKE '%Яндекс%' AND URL NOT LIKE '%.yandex.%' AND SearchPhrase != '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT * FROM hits WHERE URL LIKE '%metrika%' ORDER BY EventTime LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY EventTime LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY SearchPhrase LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY EventTime, SearchPhrase LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT CounterID, avg(length(URL)) AS l, count() AS c FROM hits WHERE URL != '' GROUP BY CounterID HAVING c > 100000 ORDER BY l DESC LIMIT 25",
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"comment": "",
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},
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{
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"query": "SELECT domainWithoutWWW(Referer) AS key, avg(length(Referer)) AS l, count() AS c, any(Referer) FROM hits WHERE Referer != '' GROUP BY key HAVING c > 100000 ORDER BY l DESC LIMIT 25",
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"comment": "",
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},
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{
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"query": "SELECT sum(ResolutionWidth), sum(ResolutionWidth + 1), sum(ResolutionWidth + 2), sum(ResolutionWidth + 3), sum(ResolutionWidth + 4), sum(ResolutionWidth + 5), sum(ResolutionWidth + 6), sum(ResolutionWidth + 7), sum(ResolutionWidth + 8), sum(ResolutionWidth + 9), sum(ResolutionWidth + 10), sum(ResolutionWidth + 11), sum(ResolutionWidth + 12), sum(ResolutionWidth + 13), sum(ResolutionWidth + 14), sum(ResolutionWidth + 15), sum(ResolutionWidth + 16), sum(ResolutionWidth + 17), sum(ResolutionWidth + 18), sum(ResolutionWidth + 19), sum(ResolutionWidth + 20), sum(ResolutionWidth + 21), sum(ResolutionWidth + 22), sum(ResolutionWidth + 23), sum(ResolutionWidth + 24), sum(ResolutionWidth + 25), sum(ResolutionWidth + 26), sum(ResolutionWidth + 27), sum(ResolutionWidth + 28), sum(ResolutionWidth + 29), sum(ResolutionWidth + 30), sum(ResolutionWidth + 31), sum(ResolutionWidth + 32), sum(ResolutionWidth + 33), sum(ResolutionWidth + 34), sum(ResolutionWidth + 35), sum(ResolutionWidth + 36), sum(ResolutionWidth + 37), sum(ResolutionWidth + 38), sum(ResolutionWidth + 39), sum(ResolutionWidth + 40), sum(ResolutionWidth + 41), sum(ResolutionWidth + 42), sum(ResolutionWidth + 43), sum(ResolutionWidth + 44), sum(ResolutionWidth + 45), sum(ResolutionWidth + 46), sum(ResolutionWidth + 47), sum(ResolutionWidth + 48), sum(ResolutionWidth + 49), sum(ResolutionWidth + 50), sum(ResolutionWidth + 51), sum(ResolutionWidth + 52), sum(ResolutionWidth + 53), sum(ResolutionWidth + 54), sum(ResolutionWidth + 55), sum(ResolutionWidth + 56), sum(ResolutionWidth + 57), sum(ResolutionWidth + 58), sum(ResolutionWidth + 59), sum(ResolutionWidth + 60), sum(ResolutionWidth + 61), sum(ResolutionWidth + 62), sum(ResolutionWidth + 63), sum(ResolutionWidth + 64), sum(ResolutionWidth + 65), sum(ResolutionWidth + 66), sum(ResolutionWidth + 67), sum(ResolutionWidth + 68), sum(ResolutionWidth + 69), sum(ResolutionWidth + 70), sum(ResolutionWidth + 71), sum(ResolutionWidth + 72), sum(ResolutionWidth + 73), sum(ResolutionWidth + 74), sum(ResolutionWidth + 75), sum(ResolutionWidth + 76), sum(ResolutionWidth + 77), sum(ResolutionWidth + 78), sum(ResolutionWidth + 79), sum(ResolutionWidth + 80), sum(ResolutionWidth + 81), sum(ResolutionWidth + 82), sum(ResolutionWidth + 83), sum(ResolutionWidth + 84), sum(ResolutionWidth + 85), sum(ResolutionWidth + 86), sum(ResolutionWidth + 87), sum(ResolutionWidth + 88), sum(ResolutionWidth + 89) FROM hits",
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"comment": "",
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},
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{
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"query": "SELECT SearchEngineID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits WHERE SearchPhrase != '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT WatchID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits WHERE SearchPhrase != '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT WatchID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT URL, count() AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT 1, URL, count() AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT ClientIP AS x, x - 1, x - 2, x - 3, count() AS c FROM hits GROUP BY x, x - 1, x - 2, x - 3 ORDER BY c DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT URL, count() AS PageViews FROM hits WHERE CounterID = 34 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT DontCountHits AND NOT Refresh AND notEmpty(URL) GROUP BY URL ORDER BY PageViews DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT Title, count() AS PageViews FROM hits WHERE CounterID = 34 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT DontCountHits AND NOT Refresh AND notEmpty(Title) GROUP BY Title ORDER BY PageViews DESC LIMIT 10",
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"comment": "",
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},
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{
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"query": "SELECT URL, count() AS PageViews FROM hits WHERE CounterID = 34 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT Refresh AND IsLink AND NOT IsDownload GROUP BY URL ORDER BY PageViews DESC LIMIT 1000",
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"comment": "",
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},
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{
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"query": "SELECT TraficSourceID, SearchEngineID, AdvEngineID, ((SearchEngineID = 0 AND AdvEngineID = 0) ? Referer : '') AS Src, URL AS Dst, count() AS PageViews FROM hits WHERE CounterID = 34 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT Refresh GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 1000",
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"comment": "",
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},
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{
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"query": "SELECT URLHash, EventDate, count() AS PageViews FROM hits WHERE CounterID = 34 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT Refresh AND TraficSourceID IN (-1, 6) AND RefererHash = halfMD5('http://yandex.ru/') GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 100",
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"comment": "",
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},
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{
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"query": "SELECT WindowClientWidth, WindowClientHeight, count() AS PageViews FROM hits WHERE CounterID = 34 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT Refresh AND NOT DontCountHits AND URLHash = halfMD5('http://yandex.ru/') GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10000;",
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"comment": "",
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},
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{
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"query": "SELECT toStartOfMinute(EventTime) AS Minute, count() AS PageViews FROM hits WHERE CounterID = 34 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-02') AND NOT Refresh AND NOT DontCountHits GROUP BY Minute ORDER BY Minute;",
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"comment": "",
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}
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]
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var results =
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[
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{
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"system": "Xeon Gold 6230, 2 sockets, 40 threads",
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"data_size": 100000000,
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"time": "2020-01-01 00:00:00",
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"result":
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[
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[0.009, 0.002, 0.001],
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[0.028, 0.008, 0.009],
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[0.055, 0.014, 0.014],
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[0.122, 0.018, 0.018],
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[0.157, 0.069, 0.068],
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||
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||
|
||
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||
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|
||
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||
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||
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|
||
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|
||
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|
||
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|
||
|
||
{
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||
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|
||
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|
||
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|
||
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|
||
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|
||
[0.052, 0.047, 0.048],
|
||
[0.042, 0.043, 0.041],
|
||
[0.271, 0.249, 0.245],
|
||
[0.030, 0.016, 0.016],
|
||
[0.014, 0.013, 0.013],
|
||
[0.004, 0.004, 0.004]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Azure DS3v2 4vcpu 14GB RAM 1TB Standard SSD",
|
||
"data_size": 100000000,
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
[0.097, 0.005, 0.004],
|
||
[0.445, 0.023, 0.024],
|
||
[0.663, 0.079, 0.082],
|
||
[2.307, 0.108, 0.110],
|
||
[2.052, 0.264, 0.259],
|
||
[3.575, 0.723, 0.742],
|
||
[0.208, 0.038, 0.038],
|
||
[0.097, 0.025, 0.025],
|
||
[2.795, 1.319, 1.321],
|
||
[3.135, 1.529, 1.508],
|
||
[2.066, 0.397, 0.398],
|
||
[2.171, 0.472, 0.464],
|
||
[3.391, 1.713, 1.685],
|
||
[5.321, 2.232, 2.203],
|
||
[3.803, 1.925, 1.910],
|
||
[2.817, 1.933, 1.919],
|
||
[6.665, 5.042, 5.013],
|
||
[4.820, 3.259, 3.221],
|
||
[12.342, 9.947, 10.114],
|
||
[1.943, 0.115, 0.103],
|
||
[27.516, 1.978, 1.938],
|
||
[23.603, 2.304, 2.294],
|
||
[43.176, 5.357, 5.296],
|
||
[47.713, 2.669, 2.429],
|
||
[6.011, 0.882, 0.863],
|
||
[2.957, 0.653, 0.651],
|
||
[5.950, 0.915, 0.904],
|
||
[20.896, 1.917, 1.885],
|
||
[22.346, 3.262, 3.222],
|
||
[5.388, 5.264, 5.222],
|
||
[5.241, 1.855, 1.857],
|
||
[11.943, 2.895, 2.873],
|
||
[17.363, 16.478, 16.519],
|
||
[23.030, 7.962, 7.906],
|
||
[23.060, 7.956, 8.018],
|
||
[3.739, 3.543, 3.501],
|
||
[0.555, 0.266, 0.237],
|
||
[0.149, 0.117, 0.104],
|
||
[0.217, 0.083, 0.083],
|
||
[0.698, 0.467, 0.457],
|
||
[0.356, 0.032, 0.041],
|
||
[0.114, 0.025, 0.026],
|
||
[0.100, 0.011, 0.012]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Azure DS3v2 4vcpu 14GB RAM 1TB Premium SSD",
|
||
"data_size": 100000000,
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
[0.299, 0.006, 0.004],
|
||
[0.366, 0.024, 0.024],
|
||
[0.698, 0.080, 0.082],
|
||
[1.906, 0.108, 0.112],
|
||
[1.808, 0.262, 0.262],
|
||
[2.879, 0.749, 0.710],
|
||
[0.195, 0.039, 0.037],
|
||
[0.147, 0.024, 0.025],
|
||
[2.628, 1.348, 1.335],
|
||
[2.908, 1.543, 1.548],
|
||
[1.967, 0.393, 0.390],
|
||
[2.021, 0.469, 0.478],
|
||
[3.133, 1.679, 1.665],
|
||
[4.930, 2.150, 2.180],
|
||
[3.486, 1.952, 1.941],
|
||
[2.626, 1.953, 1.898],
|
||
[6.368, 5.025, 5.050],
|
||
[4.471, 3.209, 3.182],
|
||
[11.837, 10.006, 10.038],
|
||
[1.844, 0.112, 0.104],
|
||
[19.428, 1.983, 1.964],
|
||
[22.025, 2.326, 2.316],
|
||
[40.604, 5.352, 5.350],
|
||
[41.906, 2.580, 2.440],
|
||
[5.629, 0.898, 0.869],
|
||
[2.756, 0.657, 0.644],
|
||
[5.648, 0.913, 0.899],
|
||
[19.399, 1.916, 1.904],
|
||
[16.344, 3.285, 3.260],
|
||
[5.555, 5.319, 5.279],
|
||
[4.977, 1.852, 1.859],
|
||
[11.179, 2.840, 2.835],
|
||
[17.078, 16.195, 16.419],
|
||
[21.465, 8.047, 7.961],
|
||
[21.507, 8.013, 7.984],
|
||
[3.760, 3.555, 3.618],
|
||
[0.553, 0.254, 0.269],
|
||
[0.195, 0.100, 0.110],
|
||
[0.265, 0.084, 0.088],
|
||
[0.732, 0.460, 0.434],
|
||
[0.313, 0.038, 0.033],
|
||
[0.151, 0.026, 0.026],
|
||
[0.148, 0.010, 0.010]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "AWS i3.8xlarge 32vCPU 244GiB 4x1900 NVMe SSD",
|
||
"data_size": 100000000,
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
[0.009, 0.002, 0.002],
|
||
[0.053, 0.040, 0.021],
|
||
[0.043, 0.028, 0.027],
|
||
[0.109, 0.036, 0.035],
|
||
[0.147, 0.108, 0.100],
|
||
[0.296, 0.239, 0.239],
|
||
[0.017, 0.013, 0.015],
|
||
[0.013, 0.010, 0.011],
|
||
[0.524, 0.460, 0.445],
|
||
[0.589, 0.519, 0.510],
|
||
[0.186, 0.142, 0.140],
|
||
[0.210, 0.167, 0.164],
|
||
[0.659, 0.584, 0.529],
|
||
[0.781, 0.679, 0.665],
|
||
[0.709, 0.630, 0.613],
|
||
[0.642, 0.590, 0.588],
|
||
[1.723, 1.564, 1.557],
|
||
[1.027, 0.925, 0.909],
|
||
[3.618, 3.432, 3.411],
|
||
[0.123, 0.037, 0.049],
|
||
[1.318, 0.587, 0.570],
|
||
[1.368, 0.655, 0.646],
|
||
[2.847, 1.518, 1.495],
|
||
[2.431, 0.812, 0.764],
|
||
[0.366, 0.213, 0.193],
|
||
[0.237, 0.167, 0.158],
|
||
[0.374, 0.204, 0.211],
|
||
[1.310, 0.590, 0.597],
|
||
[1.260, 0.877, 0.870],
|
||
[1.966, 1.952, 1.967],
|
||
[0.692, 0.571, 0.566],
|
||
[1.080, 0.823, 0.827],
|
||
[5.017, 4.816, 4.843],
|
||
[3.072, 2.661, 2.726],
|
||
[3.006, 2.711, 2.688],
|
||
[1.071, 0.999, 1.024],
|
||
[0.231, 0.221, 0.221],
|
||
[0.094, 0.090, 0.086],
|
||
[0.093, 0.085, 0.075],
|
||
[0.488, 0.432, 0.451],
|
||
[0.046, 0.029, 0.030],
|
||
[0.030, 0.023, 0.022],
|
||
[0.012, 0.007, 0.007]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "AWS m5d.24xlarge 96vCPU 384GiB 4x900 NVMe SSD",
|
||
"data_size": 100000000,
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
[0.012, 0.002, 0.002],
|
||
[0.061, 0.017, 0.008],
|
||
[0.043, 0.014, 0.014],
|
||
[0.160, 0.017, 0.016],
|
||
[0.193, 0.074, 0.075],
|
||
[0.300, 0.120, 0.118],
|
||
[0.023, 0.009, 0.009],
|
||
[0.015, 0.009, 0.009],
|
||
[0.321, 0.206, 0.203],
|
||
[0.351, 0.238, 0.244],
|
||
[0.205, 0.113, 0.112],
|
||
[0.211, 0.106, 0.091],
|
||
[0.394, 0.213, 0.211],
|
||
[0.519, 0.270, 0.259],
|
||
[0.439, 0.292, 0.286],
|
||
[0.394, 0.301, 0.296],
|
||
[1.195, 0.829, 0.806],
|
||
[0.561, 0.743, 0.418],
|
||
[1.841, 1.660, 1.650],
|
||
[0.163, 0.041, 0.026],
|
||
[1.632, 0.251, 0.269],
|
||
[1.885, 0.265, 0.265],
|
||
[3.425, 0.644, 0.620],
|
||
[3.839, 0.431, 0.367],
|
||
[0.486, 0.092, 0.086],
|
||
[0.256, 0.081, 0.091],
|
||
[0.493, 0.107, 0.106],
|
||
[1.646, 0.275, 0.255],
|
||
[1.445, 0.332, 0.332],
|
||
[0.768, 0.702, 0.721],
|
||
[0.509, 0.280, 0.268],
|
||
[1.071, 0.382, 0.374],
|
||
[2.800, 2.452, 2.389],
|
||
[2.159, 1.134, 1.181],
|
||
[2.153, 1.145, 1.200],
|
||
[0.516, 0.457, 0.493],
|
||
[0.256, 0.182, 0.188],
|
||
[0.091, 0.073, 0.070],
|
||
[0.121, 0.063, 0.064],
|
||
[0.506, 0.399, 0.421],
|
||
[0.055, 0.030, 0.027],
|
||
[0.041, 0.019, 0.023],
|
||
[0.016, 0.006, 0.006]
|
||
]
|
||
},
|
||
];
|
||
|
||
</script>
|
||
|
||
<script type="text/javascript">
|
||
|
||
var data_sizes =
|
||
[
|
||
{ id: "100000000", name: "100 mln." },
|
||
];
|
||
|
||
var current_data_size = 100000000;
|
||
|
||
var systems = [];
|
||
var systems_uniq = {};
|
||
for (r in results) {
|
||
if (systems_uniq[results[r].system])
|
||
continue;
|
||
systems_uniq[results[r].system] = 1;
|
||
systems.push(results[r].system);
|
||
}
|
||
|
||
var current_systems = [
|
||
'Xeon Gold 6230, 2 sockets, 40 threads',
|
||
'Dell PowerEdge R640 DX292 2x Xeon SP Gold 16-Core 2.10GHz, 196 GB RAM, 2x SSD 960 GB RAID 1',
|
||
'E5-2650 v2 @ 2.60GHz, 2 sockets, 16 threads, 8xHDD RAID-5'];
|
||
|
||
var runs = ["first (cold cache)", "second", "third"];
|
||
var current_runs = ['1', '2'];
|
||
|
||
try {
|
||
var state = JSON.parse(window.location.hash.substring(1));
|
||
|
||
current_data_size = state[0];
|
||
current_systems = state[1];
|
||
current_runs = state[2];
|
||
} catch (e) {}
|
||
|
||
function update_hash() {
|
||
window.location.hash = JSON.stringify([ current_data_size, current_systems, current_runs ]);
|
||
}
|
||
|
||
|
||
function generate_selectors(elem) {
|
||
var html = "<p id='systems_selector'>Compare: ";
|
||
|
||
var available_systems_for_current_data_size = results.
|
||
filter(function(run) { return run.data_size == current_data_size; }).
|
||
map(function(run) { return run.system; });
|
||
|
||
for (var i = 0; i < systems.length; i++) {
|
||
var selected = current_systems.indexOf(systems[i]) != -1;
|
||
var available = available_systems_for_current_data_size.indexOf(systems[i]) != -1;
|
||
|
||
html += "<span class='" +
|
||
(selected && available ? "selected" : "") +
|
||
(available ? "" : " disabled") +
|
||
"'>" + systems[i] + "</span> ";
|
||
}
|
||
|
||
html += "</p>";
|
||
html += "<p id='data_size_selector'>";
|
||
|
||
html += "Dataset size: ";
|
||
|
||
for (var i = 0; i < data_sizes.length; i++) {
|
||
html += "<span class='" + (data_sizes[i].id == current_data_size ? "selected" : "") + "' data-size-id='" + data_sizes[i].id + "'>" + data_sizes[i].name + "</span> ";
|
||
}
|
||
|
||
html += "</p>";
|
||
html += "<p id='runs_selector'>";
|
||
|
||
html += "Run number: ";
|
||
|
||
for (var i = 0; i < runs.length; i++) {
|
||
html += "<span class='" + (current_runs.indexOf(String(i)) != -1 ? "selected" : "") + "' data-run-id='" + i + "'>" + runs[i] + "</span> ";
|
||
}
|
||
|
||
html += "</p>";
|
||
|
||
elem.html(html);
|
||
|
||
$('#systems_selector span:not(.disabled)').click(function(event) {
|
||
var target = $(event.target || event.srcElement);
|
||
|
||
if (target.hasClass("selected") && current_systems.length == 1) {
|
||
return;
|
||
}
|
||
|
||
target.toggleClass("selected");
|
||
|
||
current_systems = $.map($('#systems_selector span'), function(elem) {
|
||
return $(elem).hasClass("selected") ? $(elem).html() : null }).filter(function(x) { return x; });
|
||
|
||
update_hash();
|
||
generate_selectors(elem);
|
||
generate_comparison_table();
|
||
generate_diagram();
|
||
});
|
||
|
||
$('#data_size_selector span').click(function(event) {
|
||
var target = $(event.target || event.srcElement);
|
||
|
||
current_data_size = target.attr("data-size-id");
|
||
|
||
update_hash();
|
||
generate_selectors(elem);
|
||
generate_comparison_table();
|
||
generate_diagram();
|
||
});
|
||
|
||
$('#runs_selector span').click(function(event) {
|
||
var target = $(event.target || event.srcElement);
|
||
|
||
if (target.hasClass("selected") && current_runs.length == 1) {
|
||
return;
|
||
}
|
||
|
||
target.toggleClass("selected");
|
||
|
||
current_runs = $.map($('#runs_selector span'), function(elem) {
|
||
return $(elem).hasClass("selected") ? $(elem).attr("data-run-id") : null }).filter(function(x) { return x; });
|
||
|
||
update_hash();
|
||
generate_selectors(elem);
|
||
generate_comparison_table();
|
||
generate_diagram();
|
||
});
|
||
};
|
||
|
||
|
||
function format_number_cell(value, ratio) {
|
||
var html = "";
|
||
|
||
var redness = (ratio - 1) / ratio;
|
||
var blackness = ratio < 10 ? 0 : ((ratio - 10) / ratio / 2);
|
||
|
||
var color = !value ? "#FFF" :
|
||
ratio == 1 ?
|
||
("rgba(0, 255, 0, 1)") :
|
||
("rgba(" + ~~(255 * (1 - blackness)) + ", 0, 0, " + redness + ")");
|
||
|
||
html += "<td class='number_cell' style='background-color: " + color + "'>";
|
||
html += value ?
|
||
(ratio == 1 ? "" : ("x" + ratio.toFixed(2))) + " <span style='color: #888;'>(" + value.toFixed(3) + " s.)</span>" :
|
||
"—";
|
||
html += "</td>";
|
||
|
||
return html;
|
||
}
|
||
|
||
|
||
/* Отношения времени выполнения запроса к лучшему времени по системам:
|
||
* номер системы -> номер запуска -> номер запроса -> отношение.
|
||
*/
|
||
var ratios = [];
|
||
|
||
|
||
function generate_comparison_table() {
|
||
ratios = [];
|
||
|
||
var filtered_results = results.filter(function(x) {
|
||
return x.data_size == current_data_size && current_systems.indexOf(x.system) != -1; });
|
||
|
||
var html = "";
|
||
|
||
html += "<table class='comparison_table'>";
|
||
|
||
html += "<tr>";
|
||
html += "<th><input id='query_checkbox_toggler' type='checkbox' checked /></th>";
|
||
html += "<th style='text-align: left;'>Query</th>";
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
html += "<th colspan='" + current_runs.length + "'>" + filtered_results[j].system +
|
||
(filtered_results[j].version ? " (" + filtered_results[j].version + ")" : "") + "</th>";
|
||
}
|
||
html += "</tr>";
|
||
|
||
for (var i = 0; i < queries.length; i++) {
|
||
html += "<tr>";
|
||
html += "<td><input id='query_checkbox" + i + "' type='checkbox' " +
|
||
($('#query_checkbox' + i).length == 0 || $('#query_checkbox' + i).is(':checked') ? "checked" : "") + " /></td>";
|
||
|
||
html += "<td><div class='query_cell'>" + queries[i].query + "</div></td>";
|
||
|
||
// Вычислим максимальное и минимальное время выполнения по системам, для каждого из трёх прогонов.
|
||
var minimums = [0, 0, 0], maximums = [0, 0, 0];
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
for (var current_run_idx = 0; current_run_idx < current_runs.length; current_run_idx++) {
|
||
var k = current_runs[current_run_idx];
|
||
var value = filtered_results[j].result[i][k];
|
||
|
||
if (value && (!minimums[k] || value < minimums[k])) {
|
||
minimums[k] = value;
|
||
|
||
// Меньше 10 мс. не различаем.
|
||
if (minimums[k] < 0.01) {
|
||
minimums[k] = 0.01;
|
||
}
|
||
}
|
||
|
||
if (value > maximums[k]) {
|
||
maximums[k] = value;
|
||
}
|
||
}
|
||
}
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
if (!ratios[j]) {
|
||
ratios[j] = [];
|
||
}
|
||
|
||
for (var current_run_idx = 0; current_run_idx < current_runs.length; current_run_idx++) {
|
||
var k = current_runs[current_run_idx];
|
||
var value = filtered_results[j].result[i][k];
|
||
|
||
var ratio = value / minimums[k];
|
||
|
||
ratios[j][k] = ratios[j][k] || [];
|
||
|
||
if (ratio && ratio <= 1) {
|
||
ratio = 1;
|
||
}
|
||
|
||
ratios[j][k].push(ratio);
|
||
|
||
html += format_number_cell(value, ratio);
|
||
}
|
||
}
|
||
html += "</tr>";
|
||
}
|
||
|
||
if (current_systems.length) {
|
||
html += "<tr>";
|
||
html += "<td rowspan='2'></td>";
|
||
html += "<td rowspan='2'><div class='query_cell'>Geometric mean of ratios</div></td>";
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
for (var k = 0; k < current_runs.length; k++) {
|
||
html += "<th id='totals" + j + "_" + current_runs[k] + "' class='number_cell' style='text-align: center; background-color: #FFF; font-weight: bold;'></th>";
|
||
}
|
||
}
|
||
|
||
html += "</tr>";
|
||
html += "<tr>";
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
html += "<th id='absolute_totals" + j + "' colspan='" + current_runs.length + "' class='number_cell' style='text-align: center; background-color: #FFF; font-weight: bold;'></th>";
|
||
}
|
||
|
||
html += "</tr>";
|
||
}
|
||
|
||
html += "</table>";
|
||
|
||
$('#comparison_table').html(html);
|
||
|
||
for (var i = 0; i < queries.length; i++) {
|
||
$('#query_checkbox' + i).click(function() { calculate_totals(); generate_diagram(); } );
|
||
}
|
||
$('#query_checkbox_toggler').click(function() {
|
||
for (var i = 0; i < queries.length; i++) {
|
||
var item = $('#query_checkbox' + i);
|
||
item.prop("checked", !item.prop("checked"));
|
||
}
|
||
});
|
||
|
||
calculate_totals();
|
||
}
|
||
|
||
|
||
function calculate_totals() {
|
||
if (!current_systems.length) return;
|
||
|
||
var filtered_results = results.filter(function(x) {
|
||
return x.data_size == current_data_size && current_systems.indexOf(x.system) != -1; });
|
||
|
||
var total_ratios = [];
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
for (var current_run_idx = 0; current_run_idx < current_runs.length; current_run_idx++) {
|
||
var k = current_runs[current_run_idx];
|
||
|
||
var current_ratios = ratios[j][k].filter(
|
||
function(x, i) {
|
||
return x && $("#query_checkbox" + i).is(':checked');
|
||
}
|
||
);
|
||
|
||
var ratio = Math.pow(
|
||
current_ratios.reduce(
|
||
function(acc, cur) { return acc * cur; },
|
||
1),
|
||
1 / current_ratios.length);
|
||
|
||
total_ratios[j] = total_ratios[j] || 1;
|
||
total_ratios[j] *= ratio;
|
||
|
||
$("#totals" + j + "_" + k).attr("data-ratio", ratio).html("x" + ratio.toFixed(2));
|
||
}
|
||
}
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
var total_ratio = Math.pow(total_ratios[j], 1 / current_runs.length);
|
||
$("#absolute_totals" + j).attr("data-ratio", total_ratio).html("x" + total_ratio.toFixed(2));
|
||
}
|
||
}
|
||
|
||
|
||
function generate_diagram() {
|
||
var html = "";
|
||
|
||
var filtered_results = results.filter(function(x) {
|
||
return x.data_size == current_data_size && current_systems.indexOf(x.system) != -1; });
|
||
|
||
var max_ratio = 1;
|
||
var min_ratio = 0;
|
||
|
||
var max_total_ratio = 1;
|
||
var min_total_ratio = 0;
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
for (var current_run_idx = 0; current_run_idx < current_runs.length; current_run_idx++) {
|
||
var k = current_runs[current_run_idx];
|
||
var ratio = +$("#totals" + j + "_" + k).attr("data-ratio");
|
||
|
||
if (ratio > max_ratio) {
|
||
max_ratio = ratio;
|
||
}
|
||
|
||
if (!min_ratio || ratio < min_ratio) {
|
||
min_ratio = ratio;
|
||
}
|
||
}
|
||
|
||
var total_ratio = +$("#absolute_totals" + j).attr("data-ratio");
|
||
|
||
if (total_ratio > max_total_ratio) {
|
||
max_total_ratio = total_ratio;
|
||
}
|
||
|
||
if (!min_total_ratio || total_ratio < min_total_ratio) {
|
||
min_total_ratio = total_ratio;
|
||
}
|
||
}
|
||
|
||
html += "<table style='width: 100%'>";
|
||
|
||
var table_rows = [];
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
var total_ratio = +$("#absolute_totals" + j).attr("data-ratio");
|
||
var table_row = "";
|
||
|
||
table_row += "<tr>";
|
||
table_row += "<td class='diagram-system-name'>" + filtered_results[j].system +
|
||
(filtered_results[j].version ? "<br />(" + filtered_results[j].version.replace(/ /g, ' ') + ")" : "") + "</td>";
|
||
|
||
table_row += "<td style='width: 100%; padding-right: 20px;'>";
|
||
|
||
for (var current_run_idx = 0; current_run_idx < current_runs.length; current_run_idx++) {
|
||
var k = current_runs[current_run_idx];
|
||
|
||
var ratio = +$("#totals" + j + "_" + k).attr("data-ratio");
|
||
var percents = (ratio * 100 / max_ratio).toFixed(2);
|
||
|
||
if (!ratio) {
|
||
ratio = +$("#absolute_totals" + j).attr("data-ratio");
|
||
percents = (ratio * 100 / max_total_ratio).toFixed(2);
|
||
}
|
||
|
||
table_row += "<div class='bar' style='width: " + percents + "%;'> </div>";
|
||
|
||
}
|
||
|
||
table_row += "</td>";
|
||
|
||
table_row += "<td style='text-align: right; font-weight: bold;'>" + (total_ratio / min_total_ratio).toFixed(2) + "</td>";
|
||
table_row += "</tr>";
|
||
|
||
table_rows.push({ data: table_row, value: total_ratio / min_total_ratio });
|
||
}
|
||
|
||
table_rows.sort(function(a, b) { return a.value - b.value; });
|
||
|
||
for (var j = 0; j < table_rows.length; j++) {
|
||
html += table_rows[j].data;
|
||
}
|
||
|
||
html += "</table>";
|
||
|
||
$('#diagram').html(html);
|
||
}
|
||
|
||
|
||
</script>
|
||
|
||
<!-- Yandex.Metrika counter -->
|
||
<script src="https://mc.yandex.ru/metrika/watch.js" type="text/javascript"></script>
|
||
<script type="text/javascript">
|
||
try { var yaCounter18343495 = new Ya.Metrika({id:18343495,
|
||
webvisor:true,
|
||
clickmap:true,
|
||
trackLinks:true,
|
||
accurateTrackBounce:true,
|
||
trackHash:true});
|
||
} catch(e) { }
|
||
</script>
|
||
<noscript><div><img src="https://mc.yandex.ru/watch/18343495" style="position:absolute; left:-9999px;" alt="" /></div></noscript>
|
||
<!-- /Yandex.Metrika counter -->
|
||
|
||
<script type="text/javascript" src="https://yastatic.net/jquery/3.1.1/jquery.min.js"></script>
|
||
|
||
<div class='island'>
|
||
|
||
<div style="float: left; margin-right: -100%; margin-top: -1px;">
|
||
<a href="/" title="Main page">
|
||
<svg xmlns="http://www.w3.org/2000/svg" width="45" height="40" viewBox="0 0 9 8">
|
||
<style>
|
||
.o{fill:#fc0}
|
||
.r{fill:#f00}
|
||
</style>
|
||
<path class="r" d="M0,7 h1 v1 h-1 z"/>
|
||
<path class="o" d="M0,0 h1 v7 h-1 z"/>
|
||
<path class="o" d="M2,0 h1 v8 h-1 z"/>
|
||
<path class="o" d="M4,0 h1 v8 h-1 z"/>
|
||
<path class="o" d="M6,0 h1 v8 h-1 z"/>
|
||
<path class="o" d="M8,3.25 h1 v1.5 h-1 z"/>
|
||
</svg>
|
||
</a>
|
||
</div>
|
||
|
||
<h1 class='title'>Performance Comparison Of ClickHouse On Various Hardware</h1>
|
||
</div>
|
||
|
||
<div class='island'>
|
||
|
||
<div id='selectors'></div>
|
||
|
||
<h2>Relative query processing time (lower is better):</h2>
|
||
<div id='diagram' style='width: 100%;'></div>
|
||
|
||
<br />
|
||
<h2>Full results:</h2>
|
||
|
||
<div id='comparison_table'></div>
|
||
|
||
</div>
|
||
|
||
<div class='island'>
|
||
Submit your own results: <a href="https://clickhouse.yandex/docs/en/operations/performance_test/">https://clickhouse.yandex/docs/en/operations/performance_test/</a><br/>
|
||
<br/>
|
||
Results for Lenovo B580 Laptop are from <b>Ragıp Ünal</b>. 16GB RAM 1600 GHz, 240GB SSD, Intel(R) Core(TM) i5-3210M CPU @ 2.50GHz (2 Core / 4 HT)<br/>
|
||
Results for Time4vps.eu are from <b>Ragıp Ünal</b>.<br/>
|
||
Results for Dell PowerEdge R640, R641 (in Hetzner) are from <b>Dmirty Titov</b>.<br/>
|
||
Results for Dell PowerEdge R730 are from <b>Amos Bird</b>.<br/>
|
||
Results for Dell R530 are from <b>Yuriy Zolkin</b>.<br/>
|
||
Results for Xeon 2176G are from <b>Sergey Golod</b>.<br/>
|
||
Results for Azure DS3v2 are from <b>Boris Granveaud</b>.<br/>
|
||
Results for AWS are from <b>Wolf Kreuzerkrieg</b>.<br/>
|
||
Xeon Gold 6230 server is using 4 x SAMSUNG datacenter class SSD in RAID 10.<br/>
|
||
Results for Yandex Managed ClickHouse for "cold cache" are biased and should not be compared, because cache was not flushed for every next query.<br/>
|
||
</div>
|
||
|
||
<script type="text/javascript">
|
||
generate_selectors($('#selectors'));
|
||
generate_comparison_table();
|
||
generate_diagram();
|
||
</script>
|
||
|
||
</body>
|
||
</html>
|