2020-01-11 15:52:12 +00:00
<!DOCTYPE html>
< html >
< head >
< meta charset = 'UTF-8' / >
< title > Performance Comparison Of ClickHouse On Various Hardware< / title >
< style type = 'text/css' >
@font-face {
font-family:'Yandex Sans Display Web';
src:url(https://yastatic.net/adv-www/_/H63jN0veW07XQUIA2317lr9UIm8.eot);
src:url(https://yastatic.net/adv-www/_/H63jN0veW07XQUIA2317lr9UIm8.eot?#iefix) format('embedded-opentype'),
url(https://yastatic.net/adv-www/_/sUYVCPUAQE7ExrvMS7FoISoO83s.woff2) format('woff2'),
url(https://yastatic.net/adv-www/_/v2Sve_obH3rKm6rKrtSQpf-eB7U.woff) format('woff'),
url(https://yastatic.net/adv-www/_/PzD8hWLMunow5i3RfJ6WQJAL7aI.ttf) format('truetype'),
url(https://yastatic.net/adv-www/_/lF_KG5g4tpQNlYIgA0e77fBSZ5s.svg#YandexSansDisplayWeb-Regular) format('svg');
font-weight:400;
font-style:normal;
font-stretch:normal
}
body {
background-color: #EEE;
font-family: Arial, sans-serif;
font-size: 14px;
}
h1, h2 {
margin: 3px;
font-family: 'Yandex Sans Display Web', Arial, sans-serif;
}
p {
2020-01-13 15:26:19 +00:00
line-height: 1.5;
2020-01-11 15:52:12 +00:00
white-space: pre-wrap;
}
a {
text-decoration: none;
color: #06F;
}
a:hover {
text-decoration: underline;
color: #F40;
}
.island {
background-color: #FFF;
box-shadow: 0 0 0 1px rgba(0, 0, 0, 0.05), 0 8px 25px -5px rgba(0, 0, 0, 0.1);
padding: 10px;
width: 90%;
margin: 10px auto 10px auto;
}
.title {
font-size: 40px;
font-weight: normal;
text-align: center;
margin: 0;
}
.subtitle {
font-size: 50px;
font-weight: normal;
text-align: center;
margin: 0;
}
.signature {
text-align: right;
margin: 0;
}
.terminal {
font-family: Monospace;
font-size: 9pt;
color: #B2B2B2;
background-color: #000;
padding: 3px;
border: 1px solid #AAA;
white-space: pre-wrap;
}
.text-example {
font-family: Monospace;
font-size: 9pt;
background-color: #FEC;
padding: 3px;
border: 1px solid #DDD;
white-space: pre-wrap;
}
.inline-example {
font-family: Monospace;
font-size: 9pt;
background-color: #FEC;
}
.informer {
width: 1000px;
margin: 20px auto 10px auto;
text-align: right;
}
.show-example {
display: none;
}
.show-hide-link {
color: #06C;
border-bottom: 1px dotted #06C;
}
.show-hide-link:hover {
color: #F40;
border-bottom: 1px dotted #F40;
cursor: pointer;
}
.head-anchor {
float: right;
color: #AAA;
}
.head-anchor:hover {
text-decoration: none;
}
.comparison_table {
background-color: #EEE;
}
td {
padding: 2px 5px 1px 5px;
}
th {
padding: 5px 5px 5px 5px;
}
.query_cell {
width: 300px;
white-space: pre;
overflow-x: hidden;
}
.query_cell:hover {
width: auto;
background-color: #FEC;
position: absolute;
padding: 3px;
margin: -11px 0 0 -3px;
overflow-x: auto;
white-space: normal;
box-shadow: 0 0 0 1px rgba(0, 0, 0, 0.1), 0 8px 25px -5px rgba(0, 0, 0, 0.25);
}
.number_cell {
text-align: right;
}
.comparison_table td {
background-color: #FFF;
}
.comparison_table th {
background-color: #F8F8F8;
}
#selectors {
font-size: 20px;
font-family: 'Yandex Sans Display Web', Arial, sans-serif;
margin: 5px;
}
#selectors p span {
border: 1px solid #DDD;
background-color: #EEE;
padding: 1px 5px 1px 5px;
2020-01-13 15:26:19 +00:00
margin: 1px 5px 1px 5px;
2020-01-11 15:52:12 +00:00
cursor: pointer;
2020-01-13 15:26:19 +00:00
white-space: nowrap;
2020-01-11 15:52:12 +00:00
}
#selectors p span.selected {
2020-01-13 15:26:19 +00:00
border: 1px solid #FC9;
background-color: #FC9;
2020-01-11 15:52:12 +00:00
}
#selectors p span.disabled {
color: #AAA;
cursor: default;
}
.bar {
background-color: #6AF;
margin-top: 1px;
}
#diagram table tr td {
border-left: 1px solid #EEE;
border-top: 1px solid #EEE;
background-color: #F8F8F8;
}
#diagram table tr td:last-child {
border-right: 1px solid #EEE;
}
#diagram table tr:last-child td {
border-bottom: 1px solid #EEE;
}
2020-01-13 15:26:19 +00:00
.diagram-system-name {
text-align: right; width: 20%;
}
2020-01-11 15:52:12 +00:00
< / style >
< / head >
< body >
< script type = "text/javascript" >
function getParams() {
var matches = document.cookie.match(/yandex_login=([\w\-]+)/);
return (matches & & matches.length == 2) ? { "login": matches[1] } : {};
}
< / script >
<!-- Yandex.Metrika counter -->
< script type = "text/javascript" >
(function (d, w, c) {
(w[c] = w[c] || []).push(function() {
try {
w.yaCounter18343495 = new Ya.Metrika2({
id:18343495,
clickmap:true,
trackLinks:true,
accurateTrackBounce:true,
webvisor:true
});
} catch(e) { }
});
var n = d.getElementsByTagName("script")[0],
s = d.createElement("script"),
f = function () { n.parentNode.insertBefore(s, n); };
s.type = "text/javascript";
s.async = true;
s.src = "https://mc.yandex.ru/metrika/tag.js";
if (w.opera == "[object Opera]") {
d.addEventListener("DOMContentLoaded", f, false);
} else { f(); }
})(document, window, "yandex_metrika_callbacks2");
< / 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" >
var queries =
[
{
"query": "SELECT count() FROM hits",
"comment": "",
},
{
"query": "SELECT count() FROM hits WHERE AdvEngineID != 0",
"comment": "",
},
{
"query": "SELECT sum(AdvEngineID), count(), avg(ResolutionWidth) FROM hits",
"comment": "",
},
{
"query": "SELECT sum(UserID) FROM hits",
"comment": "",
},
{
"query": "SELECT uniq(UserID) FROM hits",
"comment": "",
},
{
"query": "SELECT uniq(SearchPhrase) FROM hits",
"comment": "",
},
{
"query": "SELECT min(EventDate), max(EventDate) FROM hits",
"comment": "",
},
{
"query": "SELECT AdvEngineID, count() FROM hits WHERE AdvEngineID != 0 GROUP BY AdvEngineID ORDER BY count() DESC",
"comment": "",
},
{
"query": "SELECT RegionID, uniq(UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT RegionID, sum(AdvEngineID), count() AS c, avg(ResolutionWidth), uniq(UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT MobilePhoneModel, uniq(UserID) AS u FROM hits WHERE MobilePhoneModel != '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT MobilePhone, MobilePhoneModel, uniq(UserID) AS u FROM hits WHERE MobilePhoneModel != '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT SearchPhrase, count() AS c FROM hits WHERE SearchPhrase != '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT SearchPhrase, uniq(UserID) AS u FROM hits WHERE SearchPhrase != '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT SearchEngineID, SearchPhrase, count() AS c FROM hits WHERE SearchPhrase != '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT UserID, count() FROM hits GROUP BY UserID ORDER BY count() DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT UserID, SearchPhrase, count() FROM hits GROUP BY UserID, SearchPhrase ORDER BY count() DESC LIMIT 10",
"comment": "",
},
{
"query": "SELECT UserID, SearchPhrase, count() FROM hits GROUP BY UserID, SearchPhrase LIMIT 10",
"comment": "",
},
{
"query": "SELECT UserID, toMinute(EventTime) AS m, SearchPhrase, count() FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY count() DESC LIMIT 10",
"comment": "",
},
{
"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": "",
},
{
"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",
"comment": "",
},
{
"query": "SELECT * FROM hits WHERE URL LIKE '%metrika%' ORDER BY EventTime LIMIT 10",
"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",
"data_size": 100000000,
"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],
[0.020, 0.008, 0.008],
[0.013, 0.008, 0.007],
[0.284, 0.213, 0.217],
[0.312, 0.241, 0.239],
[0.164, 0.087, 0.090],
[0.168, 0.092, 0.092],
[0.318, 0.256, 0.251],
[0.436, 0.323, 0.325],
[0.385, 0.327, 0.327],
[0.419, 0.402, 0.398],
[1.061, 0.918, 0.935],
[0.523, 0.474, 0.598],
[1.706, 1.621, 1.657],
[0.124, 0.037, 0.024],
[1.192, 0.263, 0.258],
[1.362, 0.303, 0.302],
[2.473, 0.730, 0.735],
[2.857, 0.451, 0.382],
[0.374, 0.106, 0.103],
[0.204, 0.079, 0.078],
[0.381, 0.114, 0.109],
[1.185, 0.327, 0.318],
[1.011, 0.408, 0.415],
[0.895, 0.925, 0.880],
[0.406, 0.277, 0.274],
[0.846, 0.386, 0.389],
[3.174, 2.500, 2.533],
[1.758, 1.311, 1.315],
[1.766, 1.332, 1.355],
[0.469, 0.449, 0.462],
[0.201, 0.169, 0.170],
[0.069, 0.061, 0.061],
[0.064, 0.056, 0.057],
[0.362, 0.365, 0.369],
[0.035, 0.022, 0.024],
[0.030, 0.019, 0.019],
[0.009, 0.005, 0.005]
]
},
2020-01-11 17:25:03 +00:00
{
"system": "Yandex Cloud Cascade Lake, 64 vCPU (32 threads), 128 GB RAM, 400 GB SSD",
"data_size": 100000000,
"time": "2020-01-11 00:00:00",
"result":
[
[0.037, 0.002, 0.002],
[0.113, 0.008, 0.014],
[0.275, 0.016, 0.016],
[0.448, 0.022, 0.022],
[0.472, 0.083, 0.082],
[0.808, 0.137, 0.136],
[0.063, 0.016, 0.010],
[0.055, 0.008, 0.008],
[0.753, 0.280, 0.327],
[0.850, 0.308, 0.305],
[0.540, 0.110, 0.105],
[0.533, 0.113, 0.112],
[0.930, 0.326, 0.314],
[1.463, 0.392, 0.374],
[0.994, 0.389, 0.386],
[0.763, 0.471, 0.499],
[1.890, 1.271, 1.280],
[1.335, 0.642, 1.776],
[3.886, 2.448, 2.370],
[0.452, 0.052, 0.029],
[5.834, 0.380, 0.374],
[6.645, 0.509, 0.385],
[12.401, 1.204, 1.146],
[12.727, 0.502, 0.513],
[1.628, 0.154, 0.128],
[0.739, 0.121, 0.144],
[1.632, 0.173, 0.127],
[5.856, 0.495, 0.568],
[4.960, 0.685, 0.784],
[1.619, 0.974, 1.638],
[1.420, 0.377, 0.361],
[3.379, 0.596, 0.580],
[5.797, 4.241, 4.280],
[6.864, 2.376, 2.224],
[6.834, 2.112, 2.118],
[0.996, 0.890, 0.947],
[0.286, 0.226, 0.218],
[0.110, 0.080, 0.077],
[0.146, 0.075, 0.068],
[0.531, 0.500, 0.438],
[0.076, 0.025, 0.027],
[0.054, 0.021, 0.022],
[0.033, 0.004, 0.004]
]
},
2020-01-12 14:15:26 +00:00
2020-01-13 14:57:59 +00:00
{
"system": "Yandex Cloud Cascade Lake, 64 vCPU (32 threads), 128 GB RAM, 4 TB SSD",
"data_size": 100000000,
"time": "2020-01-13 00:00:00",
"result":
[
[0.054, 0.002, 0.002],
[0.140, 0.009, 0.015],
[0.139, 0.017, 0.020],
[0.430, 0.022, 0.022],
[0.453, 0.083, 0.082],
[0.839, 0.160, 0.159],
[0.058, 0.010, 0.010],
[0.048, 0.009, 0.008],
[0.706, 0.307, 0.288],
[0.821, 0.328, 0.301],
[0.509, 0.108, 0.106],
[0.534, 0.117, 0.116],
[0.905, 0.318, 0.313],
[1.573, 0.429, 0.413],
[0.960, 0.410, 0.403],
[0.769, 0.619, 0.521],
[1.914, 1.335, 1.272],
[1.279, 0.657, 1.215],
[3.839, 2.264, 2.481],
[0.425, 0.064, 0.027],
[5.605, 0.344, 0.367],
[6.389, 0.382, 0.403],
[11.794, 0.894, 0.878],
[11.730, 0.536, 0.436],
[1.540, 0.120, 0.109],
[0.715, 0.091, 0.106],
[1.553, 0.132, 0.132],
[5.580, 0.375, 0.350],
[4.720, 0.511, 0.480],
[1.025, 0.953, 1.008],
[1.475, 0.359, 0.357],
[3.457, 0.504, 0.495],
[4.688, 3.581, 3.673],
[6.325, 1.913, 1.865],
[6.338, 1.933, 2.030],
[0.961, 0.785, 0.847],
[0.267, 0.221, 0.215],
[0.095, 0.071, 0.078],
[0.148, 0.065, 0.071],
[0.516, 0.471, 0.432],
[0.076, 0.028, 0.025],
[0.053, 0.018, 0.021],
[0.034, 0.004, 0.004]
]
},
2020-01-13 15:15:29 +00:00
{
"system": "Yandex Cloud Cascade Lake, 4 vCPU (2 threads), 16 GB RAM, 30 GB SSD",
"data_size": 100000000,
"time": "2020-01-13 00:00:00",
"result":
[
[0.621, 0.002, 0.002],
[0.288, 0.035, 0.030],
[1.023, 0.126, 0.132],
[5.152, 0.219, 0.194],
[0.458, 0.427, 0.447],
[6.848, 1.223, 1.232],
[0.271, 0.077, 0.058],
[0.130, 0.044, 0.032],
[3.722, 2.145, 2.159],
[2.571, 2.459, 2.490],
[0.764, 0.679, 0.721],
[0.892, 0.816, 0.816],
[5.743, 3.467, 3.294],
[5.177, 4.540, 4.596],
[5.294, 4.565, 4.510],
[5.109, 3.902, 3.845],
[14.256, 12.943, 12.882],
[8.741, 8.056, 9.738],
[30.649, 26.987, 26.702],
[2.063, 0.183, 0.239],
[54.740, 3.602, 3.559],
[54.077, 6.038, 4.264],
[107.285, 11.156, 9.986],
[114.734, 4.735, 4.673],
[15.581, 1.257, 1.249],
[3.779, 1.002, 0.992],
[4.864, 1.305, 1.305],
[55.450, 3.348, 3.230],
[46.372, 5.424, 5.263],
[6.437, 6.404, 6.179],
[11.933, 3.524, 3.546],
[20.803, 5.352, 5.216],
[43.065, 41.106, 41.870],
[58.396, 16.545, 16.610],
[51.752, 16.329, 16.221],
[6.722, 6.256, 6.391],
[0.533, 0.241, 0.237],
[0.113, 0.085, 0.077],
[0.093, 0.083, 0.074],
[0.624, 0.497, 0.492],
[0.286, 0.036, 0.028],
[0.088, 0.022, 0.021],
[0.099, 0.005, 0.005]
]
},
2020-01-14 11:58:22 +00:00
{
"system": "Yandex Cloud Broadwell, 4 vCPU (2 threads), 16 GB RAM, 30 GB SSD",
"data_size": 100000000,
"time": "2020-01-14 00:00:00",
"result":
[
2020-01-14 13:28:29 +00:00
[0.507, 0.002, 0.002],
[0.267, 0.035, 0.034],
[0.970, 0.120, 0.121],
[4.600, 0.200, 0.194],
[0.554, 0.469, 0.462],
[7.314, 1.276, 1.251],
[0.164, 0.062, 0.063],
[0.159, 0.035, 0.036],
[5.551, 1.935, 1.946],
[2.291, 2.170, 2.188],
[0.718, 0.653, 0.686],
[0.841, 0.796, 0.776],
[7.636, 2.906, 2.849],
[6.644, 4.234, 3.796],
[3.847, 3.080, 3.029],
[4.308, 3.285, 3.214],
[9.768, 8.793, 8.694],
[6.103, 5.225, 6.072],
[20.421, 17.609, 17.372],
[2.141, 0.182, 0.189],
[55.415, 3.527, 3.553],
[55.961, 4.545, 4.011],
[106.069, 9.063, 8.975],
[116.871, 4.638, 4.542],
[16.100, 1.818, 1.186],
[2.543, 0.950, 0.933],
[5.086, 1.199, 1.192],
[55.720, 3.259, 3.240],
[46.784, 5.170, 5.190],
[6.505, 6.229, 6.191],
[11.382, 2.817, 2.863],
[22.205, 4.495, 4.348],
[34.430, 27.314, 27.662],
[58.643, 14.066, 14.196],
[50.675, 14.220, 13.868],
[5.674, 5.107, 5.219],
[0.577, 0.293, 0.272],
[0.151, 0.098, 0.094],
[0.107, 0.094, 0.089],
[0.692, 0.582, 0.610],
[0.302, 0.040, 0.036],
[0.101, 0.027, 0.026],
[0.094, 0.006, 0.006]
2020-01-14 11:58:22 +00:00
]
},
2020-01-13 16:12:52 +00:00
{
2020-01-14 09:50:46 +00:00
"system": "Dell PowerEdge R6415 DX180 AMD EPYC™ 7551P 32-Core Naples (Zen), 128 GB RAM, 2x SSD 960 GB RAID 1",
2020-01-13 16:12:52 +00:00
"data_size": 100000000,
"time": "2020-01-13 00:00:00",
"result":
[
[0.007, 0.002, 0.001],
[0.030, 0.016, 0.014],
[0.042, 0.026, 0.026],
[0.078, 0.043, 0.042],
[0.143, 0.120, 0.117],
[0.239, 0.198, 0.198],
[0.022, 0.014, 0.014],
[0.016, 0.013, 0.015],
[0.388, 0.380, 0.384],
[0.476, 0.429, 0.411],
[0.201, 0.192, 0.191],
[0.204, 0.207, 0.192],
[0.676, 0.654, 0.637],
[0.890, 0.932, 0.940],
[0.730, 0.789, 0.738],
[0.658, 0.641, 0.678],
[1.556, 1.430, 1.529],
[0.819, 1.096, 0.906],
[3.569, 3.626, 3.508],
[0.083, 0.047, 0.077],
[0.812, 1.010, 0.601],
[1.097, 0.847, 0.864],
[2.654, 3.146, 3.169],
[1.595, 0.922, 0.877],
[0.259, 0.227, 0.236],
[0.206, 0.187, 0.181],
[0.245, 0.235, 0.232],
[0.974, 1.018, 1.012],
[1.280, 1.398, 1.243],
[2.171, 2.270, 2.284],
[0.594, 0.592, 0.602],
[0.976, 0.946, 0.966],
[4.543, 4.471, 4.364],
[3.844, 4.052, 3.858],
[3.932, 3.961, 3.982],
[1.128, 1.117, 1.146],
[0.233, 0.216, 0.221],
[0.088, 0.082, 0.085],
[0.075, 0.070, 0.070],
[0.465, 0.445, 0.435],
[0.036, 0.026, 0.031],
[0.028, 0.024, 0.021],
[0.010, 0.006, 0.006]
]
},
{
2020-01-14 09:50:46 +00:00
"system": "Dell PowerEdge R640 DX292 2x Xeon SP Gold 16-Core 2.10GHz, 196 GB RAM, 2x SSD 960 GB RAID 1",
2020-01-13 16:12:52 +00:00
"data_size": 100000000,
"time": "2020-01-13 00:00:00",
"result":
[
[0.005, 0.003, 0.003],
[0.035, 0.013, 0.016],
[0.043, 0.023, 0.023],
[0.076, 0.030, 0.027],
[0.109, 0.087, 0.098],
[0.184, 0.154, 0.151],
[0.030, 0.017, 0.016],
[0.018, 0.017, 0.016],
[0.346, 0.357, 0.375],
[0.467, 0.397, 0.410],
[0.165, 0.135, 0.137],
[0.166, 0.146, 0.143],
[0.452, 0.432, 0.415],
[0.543, 0.523, 0.527],
[0.508, 0.489, 0.472],
[0.638, 0.551, 0.549],
[1.280, 1.231, 1.272],
[0.680, 0.748, 0.611],
[2.380, 2.465, 2.351],
[0.073, 0.065, 0.040],
[0.724, 0.371, 0.376],
[0.805, 0.474, 0.450],
[1.547, 1.064, 1.117],
[1.798, 0.543, 0.507],
[0.217, 0.145, 0.142],
[0.139, 0.122, 0.133],
[0.221, 0.161, 0.159],
[0.730, 0.440, 0.449],
[0.875, 0.744, 0.721],
[1.307, 1.259, 1.318],
[0.457, 0.401, 0.404],
[0.716, 0.688, 0.617],
[4.147, 4.251, 3.844],
[2.082, 1.950, 2.187],
[2.109, 2.095, 1.930],
[0.875, 0.851, 0.848],
[0.233, 0.235, 0.221],
[0.103, 0.087, 0.086],
[0.087, 0.078, 0.078],
[0.452, 0.407, 0.403],
[0.047, 0.041, 0.054],
[0.036, 0.034, 0.035],
[0.013, 0.010, 0.010]
]
},
2020-01-12 14:15:26 +00:00
{
"system": "E5-2650 v2 @ 2.60GHz, 2 sockets, 16 threads, 8xHDD RAID-5",
"data_size": 100000000,
"time": "2020-01-12 00:00:00",
"result":
[
[0.101, 0.002, 0.002],
[0.196, 0.019, 0.021],
[0.486, 0.035, 0.029],
[0.413, 0.045, 0.043],
[0.368, 0.134, 0.105],
[0.563, 0.282, 0.269],
[0.078, 0.030, 0.025],
[0.070, 0.019, 0.014],
[0.751, 0.522, 0.558],
[0.856, 0.549, 0.547],
[0.458, 0.155, 0.163],
[0.439, 0.169, 0.190],
[0.929, 0.699, 0.608],
[1.494, 0.863, 0.902],
[1.379, 0.778, 0.794],
[1.032, 0.832, 0.851],
[2.364, 1.974, 1.914],
[1.284, 1.140, 1.043],
[4.745, 4.279, 4.294],
[0.713, 0.085, 0.071],
[4.133, 0.775, 0.729],
[3.485, 0.924, 0.880],
[7.568, 1.808, 1.853],
[9.496, 1.115, 1.119],
[1.130, 0.209, 0.243],
[0.643, 0.225, 0.211],
[1.338, 0.293, 0.233],
[4.353, 0.803, 0.759],
[2.667, 1.158, 1.070],
[2.612, 1.753, 1.721],
[1.370, 0.641, 0.704],
[2.348, 0.977, 1.015],
[6.154, 5.822, 5.696],
[4.553, 3.076, 3.232],
[4.647, 2.960, 3.249],
[1.441, 1.424, 1.285],
[0.560, 0.303, 0.245],
[0.223, 0.082, 0.084],
[0.275, 0.078, 0.076],
[0.929, 0.487, 0.416],
[0.362, 0.033, 0.049],
[0.179, 0.035, 0.022],
[0.075, 0.013, 0.013]
]
},
2020-01-13 12:02:19 +00:00
{
2020-01-13 15:26:19 +00:00
"system": "Time4vps.eu VPS (KVM) Linux Ubuntu 4 Core (Skylake) 16GB RAM 160GB Disk",
2020-01-13 12:02:19 +00:00
"data_size": 100000000,
"time": "2020-01-13 00:00:00",
"result":
[
[0.068, 0.002, 0.002],
[0.124, 0.021, 0.025],
[0.594, 0.089, 0.077],
[2.300, 0.133, 0.090],
[2.710, 0.205, 0.212],
[5.203, 0.603, 0.610],
[0.090, 0.029, 0.036],
[0.118, 0.021, 0.022],
[5.977, 1.295, 1.206],
[3.909, 1.415, 1.452],
[2.551, 0.336, 0.324],
[3.123, 0.446, 0.409],
[4.075, 1.743, 1.661],
[6.427, 2.499, 2.487],
[5.775, 2.156, 2.431],
[3.322, 2.288, 2.276],
[8.642, 6.463, 6.690],
[6.365, 3.852, 3.757],
[20.426, 13.849, 13.695],
[2.507, 0.105, 0.100],
[30.691, 1.747, 1.699],
[30.206, 2.010, 1.943],
[57.155, 4.699, 4.859],
[50.924, 2.173, 2.119],
[10.907, 0.660, 0.686],
[3.636, 0.505, 0.524],
[8.388, 0.683, 0.627],
[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],
[4.121, 3.837, 3.934],
[0.452, 0.292, 0.247],
[0.221, 0.093, 0.090],
[0.331, 0.069, 0.074],
[0.703, 0.469, 0.506],
[0.211, 0.026, 0.027],
[0.134, 0.021, 0.021],
[0.121, 0.007, 0.006]
]
},
{
"system": "Lenovo B580 Laptop (i5-3210M)",
"data_size": 100000000,
"time": "2020-01-11 00:00:00",
"result":
[
[0.035, 0.003, 0.005],
[0.093, 0.064, 0.060],
[0.265, 0.170, 0.167],
[0.880, 0.251, 0.266],
[0.954, 0.593, 0.561],
[2.140, 1.506, 1.525],
[0.148, 0.096, 0.105],
[0.064, 0.048, 0.044],
[2.727, 2.330, 2.280],
[3.386, 3.210, 2.951],
[1.218, 0.787, 0.749],
[1.293, 0.915, 0.904],
[3.713, 3.224, 3.190],
[4.943, 4.338, 4.310],
[4.503, 3.999, 3.918],
[4.001, 3.686, 4.144],
[10.714, 10.011, 10.035],
[7.456, 6.556, 6.675],
[20.201, 19.238, 19.135],
[0.888, 0.217, 0.209],
[9.685, 4.144, 4.023],
[11.201, 4.648, 4.636],
[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],
[0.115, 0.101, 0.094],
[0.148, 0.093, 0.084],
[0.585, 0.464, 0.459],
[0.078, 0.042, 0.035],
[0.057, 0.038, 0.032],
[0.024, 0.011, 0.010]
]
},
2020-01-14 09:50:46 +00:00
{
"system": "Dell PowerEdge R730xd, 2 socket 10 cores E5-2640 v4, HW RAID5 3TBx12 SATA",
"data_size": 100000000,
"time": "2020-01-14 00:00:00",
"result":
[
[0.225, 0.001, 0.002],
[0.534, 0.010, 0.010],
[0.229, 0.025, 0.026],
[0.530, 0.042, 0.040],
[0.265, 0.094, 0.090],
[0.685, 0.224, 0.219],
[0.172, 0.013, 0.013],
[0.181, 0.010, 0.011],
[0.908, 0.418, 0.424],
[0.725, 0.450, 0.462],
[0.517, 0.138, 0.139],
[0.445, 0.168, 0.161],
[1.065, 0.585, 0.584],
[1.325, 0.756, 0.747],
[1.184, 0.627, 0.637],
[0.905, 0.676, 0.699],
[2.101, 1.848, 1.775],
[1.275, 0.927, 0.988],
[5.285, 4.201, 4.088],
[0.465, 0.040, 0.071],
[7.380, 0.557, 0.538],
[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]
]
},
2020-01-14 10:01:51 +00:00
{
"system": "Yandex Managed ClickHouse, s3.3xlarge, Cascade Lake 32 vCPU, 128 GB RAM, 1 TB local SSD",
"data_size": 100000000,
"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],
[0.067, 0.065, 0.073],
[0.114, 0.116, 0.115],
[0.176, 0.171, 0.166],
[0.055, 0.058, 0.065],
[0.060, 0.061, 0.057],
[0.290, 0.290, 0.289],
[0.323, 0.315, 0.309],
[0.128, 0.124, 0.137],
[0.144, 0.136, 0.136],
[0.344, 0.326, 0.325],
[0.402, 0.392, 0.431],
[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",
"data_size": 100000000,
"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],
[1.099, 0.068, 0.064],
[0.120, 0.123, 0.117],
[1.847, 0.202, 0.191],
[0.124, 0.056, 0.060],
[0.062, 0.058, 0.055],
[0.681, 0.321, 0.312],
[0.346, 0.349, 0.368],
[0.200, 0.140, 0.145],
[0.227, 0.142, 0.152],
[0.447, 0.410, 0.414],
[0.499, 0.570, 0.487],
[0.658, 0.467, 0.465],
[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],
[9.138, 0.422, 0.386],
[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]
]
},
2020-01-14 19:53:37 +00:00
{
"system": "Dell R530, 128GB DDR4, 2x480 GB SATA SSD, Perc H730 RAID-1",
"data_size": 100000000,
"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",
"data_size": 100000000,
"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",
"data_size": 100000000,
"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]
]
},
2020-01-15 09:34:21 +00:00
{
"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]
]
},
2020-01-11 15:52:12 +00:00
];
< / 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);
}
2020-01-14 10:01:51 +00:00
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'];
2020-01-11 15:52:12 +00:00
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 = +$("#absolute_totals" + j).attr("data-ratio");
if (total_ratio > max_total_ratio) {
max_total_ratio = total_ratio;
}
if (!min_total_ratio || total_ratio < min_total_ratio ) {
min_total_ratio = total_ratio;
}
}
html += "< table style = 'width: 100%' > ";
2020-01-14 20:03:48 +00:00
var table_rows = [];
2020-01-11 15:52:12 +00:00
for (var j = 0; j < filtered_results.length ; j + + ) {
var total_ratio = +$("#absolute_totals" + j).attr("data-ratio");
2020-01-14 20:03:48 +00:00
var table_row = "";
2020-01-11 15:52:12 +00:00
2020-01-14 20:03:48 +00:00
table_row += "< tr > ";
table_row += "< td class = 'diagram-system-name' > " + filtered_results[j].system +
2020-01-11 15:52:12 +00:00
(filtered_results[j].version ? "< br / > (" + filtered_results[j].version.replace(/ /g, ' ') + ")" : "") + "< / td > ";
2020-01-14 20:03:48 +00:00
table_row += "< td style = 'width: 100%; padding-right: 20px;' > ";
2020-01-11 15:52:12 +00:00
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);
}
2020-01-14 20:03:48 +00:00
table_row += "< div class = 'bar' style = 'width: " + percents + "%;' > < / div > ";
2020-01-11 15:52:12 +00:00
}
2020-01-14 20:03:48 +00:00
table_row += "< / td > ";
2020-01-11 15:52:12 +00:00
2020-01-14 20:03:48 +00:00
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;
2020-01-11 15:52:12 +00:00
}
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,
2020-01-11 16:42:42 +00:00
trackHash:true});
2020-01-11 15:52:12 +00:00
} 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' >
2020-01-14 19:53:37 +00:00
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 / >
2020-01-11 15:53:22 +00:00
Results for Lenovo B580 Laptop are from < b > Ragı < / b > . 16GB RAM 1600 GHz, 240GB SSD, Intel(R) Core(TM) i5-3210M CPU @ 2.50GHz (2 Core / 4 HT)< br / >
2020-01-13 12:02:19 +00:00
Results for Time4vps.eu are from < b > Ragı < / b > .< br / >
2020-01-14 09:50:46 +00:00
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 / >
2020-01-14 19:53:37 +00:00
Results for Dell R530 are from < b > Yuriy Zolkin< / b > .< br / >
Results for Xeon 2176G are from < b > Sergey Golod< / b > .< br / >
2020-01-15 09:34:21 +00:00
Results for Azure DS3v2 are from < b > Boris Granveaud< / b > .< br / >
2020-01-13 16:12:52 +00:00
Xeon Gold 6230 server is using 4 x SAMSUNG datacenter class SSD in RAID 10.< br / >
2020-01-14 10:01:51 +00:00
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 / >
2020-01-11 15:52:12 +00:00
< / div >
< script type = "text/javascript" >
generate_selectors($('#selectors'));
generate_comparison_table();
generate_diagram();
< / script >
< / body >
< / html >
