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< title > Performance Comparison Of ClickHouse On Various Hardware< / title >
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2020-01-11 17:25:03 +00:00
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2020-01-12 14:15:26 +00:00
2020-01-13 14:57:59 +00:00
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2020-01-13 15:15:29 +00:00
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2020-01-14 11:58:22 +00:00
{
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2020-01-14 13:28:29 +00:00
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2020-01-14 11:58:22 +00:00
]
},
2020-01-13 16:12:52 +00:00
{
2020-01-17 22:49:45 +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
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{
2020-01-17 22:49:45 +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
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2020-01-12 14:15:26 +00:00
{
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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
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2020-01-14 09:50:46 +00:00
{
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2020-01-14 10:01:51 +00:00
{
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2020-01-14 19:53:37 +00:00
{
"system": "Dell R530, 128GB DDR4, 2x480 GB SATA SSD, Perc H730 RAID-1",
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[2.736, 1.191, 1.217],
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[1.332, 0.070, 0.055],
[16.856, 0.819, 0.859],
[23.408, 0.819, 0.827],
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[19.658, 1.169, 1.075],
[2.403, 1.972, 2.124],
[3.692, 0.662, 0.672],
[7.545, 0.998, 1.048],
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]
},
{
"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],
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[0.975, 0.963, 0.971],
[1.068, 1.086, 1.077],
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[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],
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[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],
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[0.004, 0.004, 0.004]
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},
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":
[
2020-01-15 17:11:17 +00:00
[0.709, 0.004, 0.004],
[1.052, 0.028, 0.025],
[2.075, 0.077, 0.080],
[2.700, 0.104, 0.101],
[2.858, 0.267, 0.259],
[4.058, 0.737, 0.718],
[0.597, 0.038, 0.049],
[0.598, 0.025, 0.024],
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[3.982, 1.579, 1.562],
[2.995, 0.395, 0.395],
[3.279, 0.467, 0.470],
[4.301, 1.674, 1.690],
[6.499, 2.126, 2.132],
[4.774, 1.886, 1.927],
[3.484, 1.872, 1.818],
[7.813, 4.801, 5.006],
[6.032, 3.162, 3.106],
[13.991, 10.573, 10.665],
[2.750, 0.118, 0.101],
[25.608, 1.978, 1.960],
[29.117, 2.297, 2.303],
[53.220, 5.367, 5.325],
[51.767, 2.669, 2.465],
[7.509, 0.890, 0.865],
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[25.753, 1.904, 1.898],
[21.624, 3.269, 3.192],
[5.454, 4.966, 4.975],
[6.569, 1.870, 1.912],
[14.536, 2.844, 2.863],
[18.908, 16.591, 16.820],
[27.527, 7.790, 7.738],
[27.556, 7.694, 7.695],
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[0.599, 0.010, 0.009]
2020-01-15 09:34:21 +00:00
]
},
{
"system": "Azure DS3v2 4vcpu 14GB RAM 1TB Premium SSD",
"data_size": 100000000,
"time": "2020-01-15 00:00:00",
"result":
[
2020-01-15 17:11:17 +00:00
[0.047, 0.004, 0.003],
[0.078, 0.023, 0.023],
[0.312, 0.077, 0.077],
[1.202, 0.105, 0.103],
[1.216, 0.260, 0.264],
[1.896, 0.751, 0.726],
[0.122, 0.041, 0.038],
[0.095, 0.028, 0.025],
[1.848, 1.304, 1.375],
[2.104, 1.534, 1.535],
[1.298, 0.394, 0.397],
[1.363, 0.469, 0.479],
[2.296, 1.728, 1.650],
[3.540, 2.320, 2.177],
[2.542, 1.863, 1.847],
[2.047, 1.861, 1.873],
[5.203, 4.830, 4.882],
[3.466, 3.131, 3.197],
[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],
[26.819, 2.589, 2.464],
[3.795, 0.902, 0.866],
[1.867, 0.665, 0.672],
[3.822, 0.919, 0.903],
[13.173, 1.916, 1.886],
[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],
[15.132, 7.755, 7.678],
[15.054, 7.779, 8.068],
[3.598, 3.590, 3.501],
[0.483, 0.279, 0.263],
[0.183, 0.094, 0.095],
[0.174, 0.084, 0.096],
[0.693, 0.480, 0.503],
[0.237, 0.038, 0.031],
[0.108, 0.029, 0.028],
[0.096, 0.010, 0.009]
2020-01-15 09:34:21 +00:00
]
},
2020-01-15 13:17:14 +00:00
{
"system": "AWS i3.8xlarge 32vCPU 244GiB 4x1900 NVMe SSD",
"data_size": 100000000,
"time": "2020-01-15 00:00:00",
"result":
[
[0.009, 0.002, 0.002],
[0.053, 0.040, 0.021],
[0.043, 0.028, 0.027],
[0.109, 0.036, 0.035],
[0.147, 0.108, 0.100],
[0.296, 0.239, 0.239],
[0.017, 0.013, 0.015],
[0.013, 0.010, 0.011],
[0.524, 0.460, 0.445],
[0.589, 0.519, 0.510],
[0.186, 0.142, 0.140],
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[0.781, 0.679, 0.665],
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[1.027, 0.925, 0.909],
[3.618, 3.432, 3.411],
[0.123, 0.037, 0.049],
[1.318, 0.587, 0.570],
[1.368, 0.655, 0.646],
[2.847, 1.518, 1.495],
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[0.366, 0.213, 0.193],
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[1.310, 0.590, 0.597],
[1.260, 0.877, 0.870],
[1.966, 1.952, 1.967],
[0.692, 0.571, 0.566],
[1.080, 0.823, 0.827],
[5.017, 4.816, 4.843],
[3.072, 2.661, 2.726],
[3.006, 2.711, 2.688],
[1.071, 0.999, 1.024],
[0.231, 0.221, 0.221],
[0.094, 0.090, 0.086],
[0.093, 0.085, 0.075],
[0.488, 0.432, 0.451],
[0.046, 0.029, 0.030],
[0.030, 0.023, 0.022],
[0.012, 0.007, 0.007]
]
},
{
"system": "AWS m5d.24xlarge 96vCPU 384GiB 4x900 NVMe SSD",
"data_size": 100000000,
"time": "2020-01-15 00:00:00",
"result":
[
[0.012, 0.002, 0.002],
[0.061, 0.017, 0.008],
[0.043, 0.014, 0.014],
[0.160, 0.017, 0.016],
[0.193, 0.074, 0.075],
[0.300, 0.120, 0.118],
[0.023, 0.009, 0.009],
[0.015, 0.009, 0.009],
[0.321, 0.206, 0.203],
[0.351, 0.238, 0.244],
[0.205, 0.113, 0.112],
[0.211, 0.106, 0.091],
[0.394, 0.213, 0.211],
[0.519, 0.270, 0.259],
[0.439, 0.292, 0.286],
[0.394, 0.301, 0.296],
[1.195, 0.829, 0.806],
[0.561, 0.743, 0.418],
[1.841, 1.660, 1.650],
[0.163, 0.041, 0.026],
[1.632, 0.251, 0.269],
[1.885, 0.265, 0.265],
[3.425, 0.644, 0.620],
[3.839, 0.431, 0.367],
[0.486, 0.092, 0.086],
[0.256, 0.081, 0.091],
[0.493, 0.107, 0.106],
[1.646, 0.275, 0.255],
[1.445, 0.332, 0.332],
[0.768, 0.702, 0.721],
[0.509, 0.280, 0.268],
[1.071, 0.382, 0.374],
[2.800, 2.452, 2.389],
[2.159, 1.134, 1.181],
[2.153, 1.145, 1.200],
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[0.506, 0.399, 0.421],
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[0.041, 0.019, 0.023],
[0.016, 0.006, 0.006]
]
},
2020-01-15 16:25:37 +00:00
{
"system": "AWS i3en.24xlarge 96vCPU 768GiB 8x7500 NVMe SSD",
"data_size": 100000000,
"time": "2020-01-15 00:00:00",
"result":
[
[0.010, 0.002, 0.002],
[0.067, 0.009, 0.009],
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[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],
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[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]
]
},
2020-01-17 12:54:43 +00:00
{
2020-01-17 12:55:26 +00:00
"system": "Huawei TaiShan 2280 v2 (AArch64) 64 core (2-die), one physical HDD",
2020-01-17 12:54:43 +00:00
"data_size": 100000000,
"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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[0.356, 0.016, 0.014],
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[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],
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[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],
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[0.334, 0.025, 0.025],
[0.333, 0.023, 0.022],
[0.340, 0.007, 0.007]
]
},
2020-01-17 21:13:37 +00:00
{
"system": "AWS m5ad.24xlarge 96vCPU 384GiB 4x900 NVMe SSD, AMD EPYC 7000 series 2.5 GHz",
"data_size": 100000000,
"time": "2020-01-17 00:00:00",
"result":
[
[0.013, 0.002, 0.002],
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[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]
]
},
2020-01-17 22:46:47 +00:00
{
"system": "Lenovo Thinkpad X1 Carbon 6th Gen i7-8550U CPU @ 1.80GHz 4 threads, 16 GiB",
"data_size": 100000000,
"time": "2020-01-18 00:00:00",
"result":
[
[0.006, 0.002, 0.002],
[0.031, 0.019, 0.020],
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[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],
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[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",
"data_size": 100000000,
"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],
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[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],
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[0.133, 0.032, 0.040],
[0.062, 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',
2020-01-17 22:49:45 +00:00
'Dell PowerEdge R640 DX292 2x Xeon SP Gold 16-Core 2.10GHz, 196 GB RAM, 2x SSD 960 GB RAID-1',
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'E5-2650 v2 @ 2.60GHz, 2 sockets, 16 threads, 8xHDD RAID-5'];
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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 = +$("#absolute_totals" + j).attr("data-ratio");
if (total_ratio > max_total_ratio) {
max_total_ratio = total_ratio;
}
if (!min_total_ratio || total_ratio < min_total_ratio ) {
min_total_ratio = total_ratio;
}
}
html += "< table style = 'width: 100%' > ";
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var table_rows = [];
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for (var j = 0; j < filtered_results.length ; j + + ) {
var total_ratio = +$("#absolute_totals" + j).attr("data-ratio");
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var table_row = "";
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table_row += "< tr > ";
table_row += "< td class = 'diagram-system-name' > " + filtered_results[j].system +
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(filtered_results[j].version ? "< br / > (" + filtered_results[j].version.replace(/ /g, ' ') + ")" : "") + "< / td > ";
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table_row += "< td style = 'width: 100%; padding-right: 20px;' > ";
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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);
}
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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;
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}
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" / >
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< 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' >
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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 / >
2020-01-15 13:17:14 +00:00
Results for AWS are from < b > Wolf Kreuzerkrieg< / b > .< br / >
2020-01-17 12:54:43 +00:00
Results for Huawei Taishan are from < b > Peng Gao< / b > in sina.com.< br / >
2020-01-17 22:49:45 +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 / >
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< / div >
< script type = "text/javascript" >
generate_selectors($('#selectors'));
generate_comparison_table();
generate_diagram();
< / script >
< / body >
< / html >
