mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-11-13 19:14:30 +00:00
2156 lines
59 KiB
HTML
2156 lines
59 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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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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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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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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.comparison_table {
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background-color: #EEE;
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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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}
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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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.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",
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
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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",
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
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||
"query": "SELECT UserID, SearchPhrase, count() FROM hits GROUP BY UserID, SearchPhrase LIMIT 10",
|
||
"comment": "",
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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",
|
||
"comment": "",
|
||
},
|
||
{
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||
"query": "SELECT UserID FROM hits WHERE UserID = 12345678901234567890",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"query": "SELECT count() FROM hits WHERE URL LIKE '%metrika%'",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
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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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||
"query": "SELECT * FROM hits WHERE URL LIKE '%metrika%' ORDER BY EventTime LIMIT 10",
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||
"comment": "",
|
||
},
|
||
{
|
||
"query": "SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY EventTime LIMIT 10",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"query": "SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY SearchPhrase LIMIT 10",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"query": "SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY EventTime, SearchPhrase LIMIT 10",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"query": "SELECT WatchID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"query": "SELECT URL, count() AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"query": "SELECT 1, URL, count() AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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;",
|
||
"comment": "",
|
||
},
|
||
{
|
||
"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;",
|
||
"comment": "",
|
||
}
|
||
]
|
||
|
||
var results =
|
||
[
|
||
{
|
||
"system": "Xeon Gold 6230, 2 sockets, 40 threads",
|
||
"time": "2020-01-01 00:00:00",
|
||
"result":
|
||
[
|
||
[0.009, 0.002, 0.001],
|
||
[0.028, 0.008, 0.009],
|
||
[0.055, 0.014, 0.014],
|
||
[0.122, 0.018, 0.018],
|
||
[0.157, 0.069, 0.068],
|
||
[0.217, 0.124, 0.121],
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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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||
|
||
{
|
||
"system": "Time4vps.eu VPS (KVM) Linux Ubuntu 4 Core (Skylake) 16GB RAM 160GB Disk",
|
||
"time": "2020-01-13 00:00:00",
|
||
"result":
|
||
[
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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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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
[3.636, 0.505, 0.524],
|
||
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|
||
[27.423, 1.650, 1.703],
|
||
[21.309, 2.824, 2.821],
|
||
[4.227, 4.053, 4.037],
|
||
[8.198, 1.797, 1.776],
|
||
[18.853, 2.927, 2.881],
|
||
[22.254, 21.156, 20.854],
|
||
[29.323, 8.728, 8.621],
|
||
[27.889, 8.759, 9.063],
|
||
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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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|
||
},
|
||
|
||
{
|
||
"system": "Lenovo B580 Laptop (i5-3210M)",
|
||
"time": "2020-01-11 00:00:00",
|
||
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|
||
[
|
||
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|
||
[0.093, 0.064, 0.060],
|
||
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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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|
||
[4.503, 3.999, 3.918],
|
||
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|
||
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|
||
[7.456, 6.556, 6.675],
|
||
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|
||
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|
||
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|
||
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|
||
[21.037, 10.712, 10.571],
|
||
[18.186, 4.743, 4.743],
|
||
[2.844, 1.379, 1.358],
|
||
[1.623, 1.138, 1.130],
|
||
[2.861, 1.394, 1.417],
|
||
[9.691, 4.191, 4.129],
|
||
[10.285, 7.381, 7.379],
|
||
[6.879, 6.871, 6.829],
|
||
[4.131, 3.336, 3.240],
|
||
[7.157, 4.666, 4.616],
|
||
[29.371, 36.392, 29.946],
|
||
[17.929, 14.223, 14.127],
|
||
[17.058, 13.998, 14.055],
|
||
[5.667, 5.460, 5.408],
|
||
[0.325, 0.230, 0.217],
|
||
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|
||
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|
||
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|
||
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|
||
[0.057, 0.038, 0.032],
|
||
[0.024, 0.011, 0.010]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Dell PowerEdge R730xd, 2 socket 10 cores E5-2640 v4, HW RAID5 3TBx12 SATA",
|
||
"time": "2020-01-14 00:00:00",
|
||
"result":
|
||
[
|
||
[0.225, 0.001, 0.002],
|
||
[0.534, 0.010, 0.010],
|
||
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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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|
||
[0.905, 0.676, 0.699],
|
||
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|
||
[1.275, 0.927, 0.988],
|
||
[5.285, 4.201, 4.088],
|
||
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|
||
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|
||
[7.636, 0.665, 0.718],
|
||
[13.905, 1.685, 1.645],
|
||
[18.739, 0.828, 0.790],
|
||
[1.950, 0.195, 0.185],
|
||
[0.549, 0.163, 0.156],
|
||
[1.384, 0.205, 0.190],
|
||
[7.199, 0.650, 0.611],
|
||
[6.514, 0.935, 0.885],
|
||
[2.154, 2.034, 2.031],
|
||
[1.538, 0.546, 0.525],
|
||
[3.711, 0.916, 0.936],
|
||
[5.993, 4.973, 5.183],
|
||
[8.215, 2.759, 2.741],
|
||
[8.162, 2.795, 2.772],
|
||
[1.347, 1.074, 1.051],
|
||
[0.478, 0.208, 0.204],
|
||
[0.147, 0.077, 0.074],
|
||
[0.197, 0.066, 0.066],
|
||
[0.694, 0.438, 0.453],
|
||
[0.217, 0.024, 0.033],
|
||
[0.137, 0.032, 0.020],
|
||
[0.058, 0.006, 0.006]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Yandex Managed ClickHouse, s3.3xlarge, Cascade Lake 32 vCPU, 128 GB RAM, 1 TB local SSD",
|
||
"time": "2020-01-14 00:00:00",
|
||
"result":
|
||
[
|
||
[0.039, 0.041, 0.046],
|
||
[0.079, 0.084, 0.081],
|
||
[0.069, 0.068, 0.060],
|
||
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|
||
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|
||
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|
||
[0.055, 0.058, 0.065],
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
[0.344, 0.326, 0.325],
|
||
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|
||
[0.430, 0.436, 0.414],
|
||
[0.509, 0.485, 0.485],
|
||
[1.233, 1.151, 1.167],
|
||
[0.652, 0.651, 0.631],
|
||
[2.078, 2.076, 2.046],
|
||
[0.070, 0.071, 0.070],
|
||
[0.358, 0.327, 0.355],
|
||
[0.428, 0.403, 0.405],
|
||
[0.974, 0.986, 0.976],
|
||
[0.532, 0.549, 0.500],
|
||
[0.164, 0.169, 0.158],
|
||
[0.128, 0.130, 0.138],
|
||
[0.166, 0.169, 0.159],
|
||
[0.428, 0.449, 0.471],
|
||
[0.586, 0.598, 0.568],
|
||
[1.115, 1.115, 1.147],
|
||
[0.342, 0.344, 0.342],
|
||
[0.481, 0.473, 0.470],
|
||
[4.436, 3.273, 3.320],
|
||
[1.661, 1.542, 1.545],
|
||
[1.573, 1.875, 1.576],
|
||
[0.600, 0.566, 0.586],
|
||
[0.261, 0.255, 0.251],
|
||
[0.134, 0.136, 0.120],
|
||
[0.135, 0.133, 0.132],
|
||
[0.525, 0.531, 0.521],
|
||
[0.073, 0.071, 0.068],
|
||
[0.060, 0.071, 0.071],
|
||
[0.051, 0.057, 0.050]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Yandex Managed ClickHouse, s3.3xlarge, Cascade Lake 32 vCPU, 128 GB RAM, 12.5 TB local HDD",
|
||
"time": "2020-01-14 00:00:00",
|
||
"result":
|
||
[
|
||
[0.049, 0.049, 0.045],
|
||
[0.297, 0.079, 0.068],
|
||
[0.350, 0.059, 0.065],
|
||
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|
||
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|
||
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|
||
[0.124, 0.056, 0.060],
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
[0.499, 0.570, 0.487],
|
||
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|
||
[0.587, 0.576, 0.580],
|
||
[1.376, 1.340, 1.290],
|
||
[0.746, 0.748, 0.717],
|
||
[3.608, 2.427, 2.455],
|
||
[0.073, 0.106, 0.076],
|
||
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|
||
[0.615, 0.463, 0.449],
|
||
[12.166, 1.067, 1.094],
|
||
[13.856, 0.735, 0.548],
|
||
[0.194, 0.187, 0.179],
|
||
[0.145, 0.140, 0.151],
|
||
[0.185, 0.180, 0.182],
|
||
[0.493, 0.507, 0.498],
|
||
[9.379, 0.618, 0.617],
|
||
[1.182, 1.187, 1.268],
|
||
[1.088, 0.402, 0.407],
|
||
[3.943, 0.646, 0.538],
|
||
[4.547, 3.858, 4.407],
|
||
[13.240, 1.776, 1.808],
|
||
[1.760, 1.823, 1.918],
|
||
[0.719, 0.693, 0.729],
|
||
[0.346, 0.309, 0.279],
|
||
[0.151, 0.143, 0.134],
|
||
[0.191, 0.141, 0.149],
|
||
[0.804, 0.550, 0.686],
|
||
[0.147, 0.093, 0.086],
|
||
[0.099, 0.085, 0.084],
|
||
[0.056, 0.059, 0.057]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Dell R530, 128GB DDR4, 2x480 GB SATA SSD, Perc H730 RAID-1",
|
||
"time": "2020-01-14 00:00:00",
|
||
"result":
|
||
[
|
||
[0.027, 0.002, 0.002],
|
||
[0.147, 0.017, 0.016],
|
||
[0.328, 0.034, 0.033],
|
||
[1.059, 0.050, 0.044],
|
||
[1.334, 0.123, 0.118],
|
||
[2.579, 0.239, 0.264],
|
||
[0.057, 0.020, 0.019],
|
||
[0.036, 0.019, 0.018],
|
||
[2.079, 0.648, 0.569],
|
||
[2.012, 0.631, 0.634],
|
||
[1.454, 0.158, 0.160],
|
||
[1.502, 0.178, 0.185],
|
||
[3.095, 0.722, 0.661],
|
||
[3.675, 0.816, 0.809],
|
||
[2.900, 0.903, 0.810],
|
||
[2.005, 0.861, 0.842],
|
||
[4.103, 1.983, 2.004],
|
||
[2.948, 1.200, 1.160],
|
||
[7.687, 4.411, 4.239],
|
||
[1.087, 0.054, 0.062],
|
||
[14.186, 0.651, 0.757],
|
||
[16.497, 0.739, 0.676],
|
||
[23.165, 1.703, 1.700],
|
||
[22.803, 0.898, 0.919],
|
||
[4.247, 0.317, 0.267],
|
||
[2.519, 0.214, 0.246],
|
||
[4.115, 0.316, 0.274],
|
||
[13.759, 0.805, 0.827],
|
||
[16.473, 1.215, 1.062],
|
||
[2.034, 1.870, 2.016],
|
||
[3.152, 0.677, 0.697],
|
||
[6.630, 1.216, 1.019],
|
||
[9.651, 6.131, 6.017],
|
||
[23.506, 3.416, 3.294],
|
||
[23.271, 3.547, 3.411],
|
||
[1.763, 1.344, 1.308],
|
||
[0.317, 0.215, 0.227],
|
||
[0.122, 0.090, 0.087],
|
||
[0.168, 0.074, 0.090],
|
||
[0.565, 0.419, 0.450],
|
||
[0.079, 0.037, 0.030],
|
||
[0.059, 0.032, 0.032],
|
||
[0.025, 0.015, 0.010]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Dell R530, 128GB DDR4, 6x2TB SATA 3.5 HDD, Perc H730 RAID-10",
|
||
"time": "2020-01-14 00:00:00",
|
||
"result":
|
||
[
|
||
[0.081, 0.002, 0.002],
|
||
[0.383, 0.017, 0.016],
|
||
[0.471, 0.045, 0.034],
|
||
[1.293, 0.041, 0.041],
|
||
[1.451, 0.124, 0.114],
|
||
[2.009, 0.255, 0.243],
|
||
[0.169, 0.019, 0.018],
|
||
[0.092, 0.015, 0.014],
|
||
[1.842, 0.626, 0.574],
|
||
[2.147, 0.660, 0.633],
|
||
[1.505, 0.160, 0.155],
|
||
[1.329, 0.214, 0.168],
|
||
[2.506, 0.563, 0.546],
|
||
[3.291, 0.772, 0.811],
|
||
[2.203, 0.785, 0.743],
|
||
[1.705, 1.021, 0.977],
|
||
[3.643, 2.176, 2.095],
|
||
[2.736, 1.191, 1.217],
|
||
[7.098, 4.738, 4.339],
|
||
[1.332, 0.070, 0.055],
|
||
[16.856, 0.819, 0.859],
|
||
[23.408, 0.819, 0.827],
|
||
[27.369, 1.893, 1.868],
|
||
[41.557, 0.988, 0.921],
|
||
[4.961, 0.297, 0.262],
|
||
[2.798, 0.243, 0.230],
|
||
[4.944, 0.290, 0.263],
|
||
[16.662, 0.813, 0.740],
|
||
[19.658, 1.169, 1.075],
|
||
[2.403, 1.972, 2.124],
|
||
[3.692, 0.662, 0.672],
|
||
[7.545, 0.998, 1.048],
|
||
[8.463, 6.183, 6.109],
|
||
[19.008, 3.160, 3.187],
|
||
[23.051, 3.281, 3.301],
|
||
[1.831, 1.285, 1.281],
|
||
[0.387, 0.224, 0.221],
|
||
[0.163, 0.094, 0.091],
|
||
[0.204, 0.077, 0.076],
|
||
[0.679, 0.412, 0.429],
|
||
[0.180, 0.041, 0.050],
|
||
[0.103, 0.031, 0.033],
|
||
[0.030, 0.017, 0.011]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Xeon 2176G, 64GB RAM, 2xSSD 960GB (SAMSUNG MZQLB960HAJR-00007), ZFS RAID-1",
|
||
"time": "2020-01-14 00:00:00",
|
||
"result":
|
||
[
|
||
[0.001, 0.001, 0.001],
|
||
[0.010, 0.011, 0.009],
|
||
[0.035, 0.031, 0.033],
|
||
[0.058, 0.056, 0.058],
|
||
[0.113, 0.126, 0.121],
|
||
[0.296, 0.300, 0.301],
|
||
[0.017, 0.016, 0.016],
|
||
[0.009, 0.009, 0.011],
|
||
[0.660, 0.659, 0.655],
|
||
[0.775, 0.746, 0.737],
|
||
[0.185, 0.181, 0.184],
|
||
[0.219, 0.237, 0.243],
|
||
[0.943, 0.933, 0.952],
|
||
[1.228, 1.185, 1.201],
|
||
[0.975, 0.963, 0.971],
|
||
[1.068, 1.086, 1.077],
|
||
[2.704, 2.713, 2.725],
|
||
[1.596, 1.564, 1.562],
|
||
[5.653, 5.571, 5.581],
|
||
[0.072, 0.065, 0.062],
|
||
[1.209, 0.958, 0.951],
|
||
[1.383, 1.222, 1.224],
|
||
[3.261, 2.771, 2.776],
|
||
[1.586, 1.210, 1.196],
|
||
[0.417, 0.392, 0.325],
|
||
[0.271, 0.268, 0.267],
|
||
[0.340, 0.338, 0.337],
|
||
[1.376, 1.160, 1.134],
|
||
[1.928, 1.643, 1.697],
|
||
[3.167, 3.135, 3.149],
|
||
[0.947, 0.859, 0.858],
|
||
[1.566, 1.446, 1.467],
|
||
[8.005, 8.065, 7.980],
|
||
[4.640, 4.322, 4.277],
|
||
[4.410, 4.330, 4.300],
|
||
[1.811, 1.749, 1.767],
|
||
[0.138, 0.142, 0.144],
|
||
[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",
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
[0.709, 0.004, 0.004],
|
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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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|
||
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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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|
||
[14.536, 2.844, 2.863],
|
||
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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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|
||
|
||
{
|
||
"system": "Azure DS3v2 4vcpu 14GB RAM 1TB Premium SSD",
|
||
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|
||
"result":
|
||
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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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|
||
[2.047, 1.861, 1.873],
|
||
[5.203, 4.830, 4.882],
|
||
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|
||
[10.795, 10.396, 10.516],
|
||
[1.244, 0.111, 0.105],
|
||
[13.163, 2.019, 1.932],
|
||
[14.969, 2.346, 2.340],
|
||
[27.664, 5.259, 5.309],
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
[11.168, 3.253, 3.214],
|
||
[5.126, 5.290, 4.982],
|
||
[3.465, 1.866, 1.875],
|
||
[7.902, 3.009, 2.803],
|
||
[17.132, 17.154, 17.387],
|
||
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|
||
[15.054, 7.779, 8.068],
|
||
[3.598, 3.590, 3.501],
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
[0.096, 0.010, 0.009]
|
||
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|
||
},
|
||
|
||
{
|
||
"system": "AWS i3.8xlarge 32vCPU 244GiB 4x1900 NVMe SSD",
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
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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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|
||
[0.659, 0.584, 0.529],
|
||
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|
||
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|
||
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|
||
[1.723, 1.564, 1.557],
|
||
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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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|
||
[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],
|
||
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|
||
[0.094, 0.090, 0.086],
|
||
[0.093, 0.085, 0.075],
|
||
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|
||
[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",
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
[0.012, 0.002, 0.002],
|
||
[0.061, 0.017, 0.008],
|
||
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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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|
||
[0.211, 0.106, 0.091],
|
||
[0.394, 0.213, 0.211],
|
||
[0.519, 0.270, 0.259],
|
||
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|
||
[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]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "AWS i3en.24xlarge 96vCPU 768GiB 8x7500 NVMe SSD",
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
[0.010, 0.002, 0.002],
|
||
[0.067, 0.009, 0.009],
|
||
[0.040, 0.014, 0.013],
|
||
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|
||
[0.159, 0.076, 0.077],
|
||
[0.240, 0.116, 0.119],
|
||
[0.020, 0.010, 0.009],
|
||
[0.015, 0.010, 0.009],
|
||
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|
||
[0.299, 0.230, 0.258],
|
||
[0.199, 0.088, 0.111],
|
||
[0.185, 0.094, 0.094],
|
||
[0.327, 0.212, 0.206],
|
||
[0.439, 0.271, 0.267],
|
||
[0.370, 0.281, 0.280],
|
||
[0.367, 0.306, 0.312],
|
||
[1.092, 0.931, 1.022],
|
||
[0.533, 0.599, 0.413],
|
||
[1.629, 1.921, 1.572],
|
||
[0.130, 0.031, 0.026],
|
||
[1.451, 0.264, 0.269],
|
||
[1.714, 0.273, 0.261],
|
||
[3.668, 0.636, 0.669],
|
||
[3.837, 0.472, 0.402],
|
||
[0.378, 0.107, 0.079],
|
||
[0.199, 0.070, 0.088],
|
||
[0.381, 0.104, 0.086],
|
||
[1.426, 0.284, 0.272],
|
||
[1.246, 0.363, 0.360],
|
||
[0.737, 0.708, 0.741],
|
||
[0.426, 0.246, 0.284],
|
||
[0.877, 0.420, 0.384],
|
||
[2.698, 2.390, 2.375],
|
||
[1.918, 1.223, 1.122],
|
||
[1.909, 1.234, 1.217],
|
||
[0.486, 0.482, 0.473],
|
||
[0.235, 0.187, 0.200],
|
||
[0.083, 0.069, 0.072],
|
||
[0.111, 0.063, 0.062],
|
||
[0.473, 0.433, 0.406],
|
||
[0.050, 0.028, 0.027],
|
||
[0.038, 0.022, 0.021],
|
||
[0.012, 0.006, 0.007]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Huawei TaiShan 2280 v2 (AArch64) 64 core (2-die), one physical HDD",
|
||
"time": "2020-01-15 00:00:00",
|
||
"result":
|
||
[
|
||
[0.356, 0.002, 0.002],
|
||
[0.333, 0.018, 0.017],
|
||
[0.608, 0.021, 0.021],
|
||
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|
||
[0.598, 0.099, 0.097],
|
||
[2.884, 0.165, 0.167],
|
||
[0.356, 0.016, 0.014],
|
||
[0.349, 0.015, 0.015],
|
||
[0.981, 0.283, 0.296],
|
||
[0.783, 0.326, 0.328],
|
||
[0.580, 0.135, 0.136],
|
||
[0.511, 0.142, 0.142],
|
||
[1.060, 0.434, 0.438],
|
||
[1.069, 0.569, 0.566],
|
||
[1.116, 0.479, 0.479],
|
||
[0.825, 0.478, 0.486],
|
||
[1.899, 1.574, 1.590],
|
||
[1.260, 0.874, 0.849],
|
||
[5.456, 2.869, 2.903],
|
||
[0.418, 0.037, 0.034],
|
||
[19.336, 0.478, 0.494],
|
||
[22.442, 0.595, 0.595],
|
||
[45.958, 8.735, 1.363],
|
||
[41.321, 0.675, 0.706],
|
||
[6.074, 0.167, 0.159],
|
||
[0.925, 0.133, 0.133],
|
||
[1.151, 0.153, 0.152],
|
||
[19.627, 0.607, 0.622],
|
||
[16.496, 0.792, 0.787],
|
||
[1.770, 2.045, 1.242],
|
||
[4.827, 0.471, 0.466],
|
||
[7.695, 0.701, 0.647],
|
||
[5.246, 4.741, 4.676],
|
||
[20.496, 2.676, 2.628],
|
||
[20.338, 2.559, 2.557],
|
||
[1.696, 0.701, 0.724],
|
||
[0.665, 0.294, 0.302],
|
||
[0.402, 0.140, 0.137],
|
||
[0.366, 0.082, 0.086],
|
||
[0.867, 0.575, 0.552],
|
||
[0.334, 0.025, 0.025],
|
||
[0.333, 0.023, 0.022],
|
||
[0.340, 0.007, 0.007]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "AWS m5ad.24xlarge 96vCPU 384GiB 4x900 NVMe SSD, AMD EPYC 7000 series 2.5 GHz",
|
||
"time": "2020-01-17 00:00:00",
|
||
"result":
|
||
[
|
||
[0.013, 0.002, 0.002],
|
||
[0.055, 0.020, 0.025],
|
||
[0.054, 0.027, 0.026],
|
||
[0.154, 0.035, 0.035],
|
||
[0.221, 0.117, 0.118],
|
||
[0.325, 0.171, 0.166],
|
||
[0.042, 0.021, 0.017],
|
||
[0.025, 0.017, 0.018],
|
||
[0.353, 0.253, 0.253],
|
||
[0.477, 0.610, 0.720],
|
||
[0.257, 0.154, 0.139],
|
||
[0.251, 0.130, 0.114],
|
||
[0.513, 0.293, 0.286],
|
||
[0.618, 0.360, 0.350],
|
||
[0.468, 0.336, 0.329],
|
||
[0.390, 0.333, 0.411],
|
||
[1.112, 0.936, 1.497],
|
||
[2.434, 1.350, 0.886],
|
||
[2.590, 2.069, 2.331],
|
||
[0.160, 0.048, 0.036],
|
||
[1.638, 0.334, 0.312],
|
||
[1.841, 0.423, 0.373],
|
||
[3.673, 1.122, 1.078],
|
||
[3.808, 0.912, 0.494],
|
||
[0.480, 0.112, 0.120],
|
||
[0.248, 0.107, 0.099],
|
||
[0.470, 0.118, 0.114],
|
||
[1.648, 0.544, 0.469],
|
||
[1.418, 0.583, 0.624],
|
||
[0.966, 1.231, 0.999],
|
||
[0.539, 0.311, 0.370],
|
||
[1.159, 0.712, 0.716],
|
||
[3.755, 2.772, 2.973],
|
||
[2.748, 2.033, 2.242],
|
||
[2.842, 2.150, 2.019],
|
||
[0.784, 0.616, 0.641],
|
||
[0.304, 0.273, 0.235],
|
||
[0.106, 0.086, 0.093],
|
||
[0.117, 0.073, 0.075],
|
||
[0.604, 0.453, 0.502],
|
||
[0.050, 0.036, 0.034],
|
||
[0.043, 0.023, 0.027],
|
||
[0.013, 0.008, 0.007]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "Lenovo Thinkpad X1 Carbon 6th Gen i7-8550U CPU @ 1.80GHz 4 threads, 16 GiB",
|
||
"time": "2020-01-18 00:00:00",
|
||
"result":
|
||
[
|
||
[0.006, 0.002, 0.002],
|
||
[0.031, 0.019, 0.020],
|
||
[0.082, 0.078, 0.080],
|
||
[0.157, 0.093, 0.092],
|
||
[0.274, 0.214, 0.206],
|
||
[0.601, 0.513, 0.513],
|
||
[0.038, 0.045, 0.041],
|
||
[0.023, 0.018, 0.018],
|
||
[1.394, 1.378, 1.323],
|
||
[1.567, 1.496, 1.483],
|
||
[0.406, 0.328, 0.327],
|
||
[0.468, 0.414, 0.397],
|
||
[1.846, 1.753, 1.737],
|
||
[2.492, 2.423, 2.404],
|
||
[2.136, 2.064, 2.078],
|
||
[2.038, 1.971, 1.971],
|
||
[5.794, 5.679, 5.708],
|
||
[3.430, 3.498, 3.356],
|
||
[11.946, 11.738, 11.700],
|
||
[0.158, 0.105, 0.091],
|
||
[2.151, 1.551, 1.593],
|
||
[2.581, 1.990, 1.985],
|
||
[6.101, 5.390, 5.320],
|
||
[3.528, 2.341, 2.322],
|
||
[0.772, 0.699, 0.701],
|
||
[0.606, 0.583, 0.587],
|
||
[0.877, 0.723, 0.728],
|
||
[2.398, 1.916, 1.924],
|
||
[3.634, 3.272, 3.247],
|
||
[4.102, 4.082, 4.078],
|
||
[1.885, 1.784, 1.741],
|
||
[2.994, 2.691, 2.707],
|
||
[19.060, 18.852, 18.929],
|
||
[8.745, 8.476, 8.553],
|
||
[8.685, 8.406, 8.946],
|
||
[3.416, 3.426, 3.397],
|
||
[0.238, 0.234, 0.210],
|
||
[0.080, 0.071, 0.072],
|
||
[0.078, 0.066, 0.066],
|
||
[0.470, 0.407, 0.396],
|
||
[0.034, 0.030, 0.029],
|
||
[0.025, 0.021, 0.021],
|
||
[0.010, 0.007, 0.006]
|
||
]
|
||
},
|
||
|
||
{
|
||
"system": "E5645 @ 2.40GHz, 2 sockets, 12 threads, 96 GiB, 14 x 2TB HDD RAID-10",
|
||
"time": "2020-01-18 00:00:00",
|
||
"result":
|
||
[
|
||
[0.061, 0.003, 0.003],
|
||
[0.203, 0.026, 0.019],
|
||
[0.231, 0.056, 0.060],
|
||
[0.533, 0.080, 0.099],
|
||
[0.458, 0.202, 0.213],
|
||
[0.723, 0.468, 0.411],
|
||
[0.143, 0.034, 0.029],
|
||
[0.117, 0.025, 0.023],
|
||
[1.033, 0.810, 0.745],
|
||
[1.165, 0.916, 0.898],
|
||
[0.514, 0.249, 0.297],
|
||
[0.600, 0.343, 0.385],
|
||
[1.294, 1.156, 1.221],
|
||
[1.859, 1.459, 1.384],
|
||
[1.627, 1.349, 1.346],
|
||
[1.414, 1.269, 1.306],
|
||
[3.798, 3.774, 3.631],
|
||
[2.177, 2.054, 2.016],
|
||
[7.002, 6.187, 6.263],
|
||
[0.461, 0.081, 0.116],
|
||
[3.860, 1.296, 1.330],
|
||
[4.705, 1.587, 1.503],
|
||
[9.533, 3.887, 3.564],
|
||
[11.468, 1.932, 1.712],
|
||
[1.362, 0.451, 0.403],
|
||
[0.648, 0.374, 0.414],
|
||
[1.195, 0.437, 0.418],
|
||
[4.187, 1.686, 1.474],
|
||
[3.289, 2.146, 2.159],
|
||
[3.919, 4.242, 4.208],
|
||
[1.673, 1.084, 1.040],
|
||
[3.264, 1.496, 1.629],
|
||
[8.883, 8.965, 9.027],
|
||
[5.813, 5.225, 5.365],
|
||
[5.874, 5.376, 5.353],
|
||
[2.053, 1.910, 1.951],
|
||
[0.478, 0.324, 0.325],
|
||
[0.206, 0.132, 0.124],
|
||
[0.222, 0.105, 0.111],
|
||
[0.699, 0.599, 0.563],
|
||
[0.213, 0.041, 0.040],
|
||
[0.133, 0.032, 0.040],
|
||
[0.062, 0.010, 0.010]
|
||
]
|
||
},
|
||
];
|
||
|
||
</script>
|
||
|
||
<script type="text/javascript">
|
||
|
||
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(decodeURIComponent(window.location.hash.substring(1)));
|
||
|
||
current_systems = state[0];
|
||
current_runs = state[1];
|
||
} catch (e) {}
|
||
|
||
function update_hash() {
|
||
window.location.hash = JSON.stringify([ current_systems, current_runs ]);
|
||
}
|
||
|
||
|
||
function generate_selectors(elem) {
|
||
var html = "<p id='systems_selector'>Compare: ";
|
||
|
||
var available_systems = results.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.indexOf(systems[i]) != -1;
|
||
|
||
html += "<span class='" +
|
||
(selected && available ? "selected" : "") +
|
||
(available ? "" : " disabled") +
|
||
"'>" + systems[i] + "</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();
|
||
});
|
||
|
||
$('#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") ? $(elem).attr("data-run-id") : null }).filter(function(x) { return x; });
|
||
|
||
update_hash();
|
||
generate_selectors(elem);
|
||
generate_comparison_table();
|
||
generate_diagram();
|
||
});
|
||
};
|
||
|
||
|
||
function format_number_cell(value, ratio) {
|
||
var html = "";
|
||
|
||
var redness = (ratio - 1) / ratio;
|
||
var blackness = ratio < 10 ? 0 : ((ratio - 10) / ratio / 2);
|
||
|
||
var color = !value ? "#FFF" :
|
||
ratio == 1 ?
|
||
("rgba(0, 255, 0, 1)") :
|
||
("rgba(" + ~~(255 * (1 - blackness)) + ", 0, 0, " + redness + ")");
|
||
|
||
html += "<td class='number_cell' style='background-color: " + color + "'>";
|
||
html += value ?
|
||
(ratio == 1 ? "" : ("x" + ratio.toFixed(2))) + " <span style='color: #888;'>(" + value.toFixed(3) + " s.)</span>" :
|
||
"—";
|
||
html += "</td>";
|
||
|
||
return html;
|
||
}
|
||
|
||
|
||
/* Отношения времени выполнения запроса к лучшему времени по системам:
|
||
* номер системы -> номер запуска -> номер запроса -> отношение.
|
||
*/
|
||
var ratios = [];
|
||
|
||
|
||
function generate_comparison_table() {
|
||
ratios = [];
|
||
|
||
var filtered_results = results.filter(function(x) { return current_systems.indexOf(x.system) != -1; });
|
||
|
||
var html = "";
|
||
|
||
html += "<table class='comparison_table'>";
|
||
|
||
html += "<tr>";
|
||
html += "<th><input id='query_checkbox_toggler' type='checkbox' checked /></th>";
|
||
html += "<th style='text-align: left;'>Query</th>";
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
html += "<th colspan='" + current_runs.length + "'>" + filtered_results[j].system +
|
||
(filtered_results[j].version ? " (" + filtered_results[j].version + ")" : "") + "</th>";
|
||
}
|
||
html += "</tr>";
|
||
|
||
for (var i = 0; i < queries.length; i++) {
|
||
html += "<tr>";
|
||
html += "<td><input id='query_checkbox" + i + "' type='checkbox' " +
|
||
($('#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 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);
|
||
$("#absolute_totals" + j).attr("data-ratio", total_ratio).html("x" + total_ratio.toFixed(2));
|
||
}
|
||
}
|
||
|
||
|
||
function generate_diagram() {
|
||
var html = "";
|
||
|
||
var filtered_results = results.filter(function(x) { return current_systems.indexOf(x.system) != -1; });
|
||
|
||
var max_ratio = 1;
|
||
var min_ratio = 0;
|
||
|
||
var max_total_ratio = 1;
|
||
var min_total_ratio = 0;
|
||
|
||
for (var j = 0; j < filtered_results.length; j++) {
|
||
for (var current_run_idx = 0; current_run_idx < current_runs.length; current_run_idx++) {
|
||
var k = current_runs[current_run_idx];
|
||
var ratio = +$("#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/>
|
||
Results for Huawei Taishan are from <b>Peng Gao</b> in sina.com.<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>
|