Elasticsearch 基准测试 esrally

Posted on Edited on

近日有需求对 es 进行基准测试，来和华为云的产品来做个横向对比。简单记录下过程，以便未来能复用。

本次测试主要横向对比本地的机器、华为云 CSS、华为云上自建 ES 集群的性能。

系统均基于 centos7.x

Esrally初始化

安装 python3.9

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yum install conda
conda create -n py39 python=3.9
conda init bash
## conda 初始化 bash 后 要 relogin 一次
conda activate py39
yum install pbzip
python3 -m pip install --user esrally

安装高版本git

esrally 有些操作依赖 git 来 fetch 它自己的一些资源

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yum remove git-*
yum install https://packages.endpointdev.com/rhel/7/os/x86_64/endpoint-repo.x86_64.rpm
yum install git

离线下载好要准备的 track

为了不在测试开始的时候 在网络上耗费太多时间在等待下载测试数据，所以推荐先离线下载好相关数据。

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esrally list tracks
# 列出可用的 tracks
这里选华为云给出的 benchmark 数据所用的数据集 geonames
curl -O https://raw.githubusercontent.com/elastic/rally-tracks/master/download.sh
chmod a+x download.sh
./download.sh geonames
tar -xf rally-track-data-geonames.tar
# 这就离线好了
ll  ~/.rally/benchmarks/tracks/default/geonames/
# 可以查看track 的内容

esrally一些实用的用法

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# 对已存在的集群进行 benchmark 并调整测试的索引分片数为 6 保存结果到 race.md --track-params 可以修改 track 参数 覆盖默认值
nohup esrally race --track=geonames --pipeline=benchmark-only --target-hosts=10.8.58.101:9200,10.8.58.102:9200,10.8.58.103:9200 --track-params="number_of_shards:6" --challenge=append-no-conflicts --on-error=abort --report-file=~/race.md > race.log &

# 对比两次 race 的结果
esrally list races
esrally compare --baseline a64a2e46-9cf9-4961-9cee-d793608c9de8 --contender ee79d74e-83ad-4124-9a2b-e902d742b387

# 如果在不同的机器进行的基准测试，想在一台机上对比
ll .rally/benchmarks/races/  
把这个目录下对应的 race 的文件夹 拷贝到同个机器这个目录就可以了。

常见问题

有时候结果中并没有出现 ·index-append· 的数据，可以更改 ~.rallly/benchmarks/tracks/default/<对应的 track>/challenges/default.json index-append warmup-time-period 的值，从120 调整为 20

如 geonames track 的

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vim ~/.rally/benchmarks/tracks/default/geonames/challenges/default.json
...
        {
          "operation": "index-append",
          "warmup-time-period": 20,
          "clients": {{bulk_indexing_clients | default(8)}},
          "ignore-response-error-level": "{{error_level | default('non-fatal')}}"
        },

测试结果示例

3 节点 4c/16g 和 CSS 对比

Metric Task Baseline Contender Diff Unit Diff %
Cumulative indexing time of primary shards 22.7561 12.228 -10.5281 min -46.26%
Min cumulative indexing time across primary shard 0.0309667 0.000433333 -0.03053 min -98.60%
Median cumulative indexing time across primary shard 3.80913 2.09958 -1.70955 min -44.88%
Max cumulative indexing time across primary shard 4.0526 2.23743 -1.81517 min -44.79%
Cumulative indexing throttle time of primary shards 0 0 0 min 0.00%
Min cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Median cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Max cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Cumulative merge time of primary shards 1.48272 2.58555 1.10283 min +74.38%
Cumulative merge count of primary shards 11 26 15 +136.36%
Min cumulative merge time across primary shard 0 0 0 min 0.00%
Median cumulative merge time across primary shard 0.13775 0.24055 0.1028 min +74.63%
Max cumulative merge time across primary shard 0.84445 0.822117 -0.02233 min -2.64%
Cumulative merge throttle time of primary shards 0.0834333 0.426767 0.34333 min +411.51%
Min cumulative merge throttle time across primary shard 0 0 0 min 0.00%
Median cumulative merge throttle time across primary shard 0 0.0158 0.0158 min 0.00%
Max cumulative merge throttle time across primary shard 0.0834333 0.190567 0.10713 min +128.41%
Cumulative refresh time of primary shards 3.4198 1.30013 -2.11967 min -61.98%
Cumulative refresh count of primary shards 108 117 9 +8.33%
Min cumulative refresh time across primary shard 0.00315 0.0006 -0.00255 min -80.95%
Median cumulative refresh time across primary shard 0.546417 0.192383 -0.35403 min -64.79%
Max cumulative refresh time across primary shard 0.632917 0.257083 -0.37583 min -59.38%
Cumulative flush time of primary shards 0.642717 0.360417 -0.2823 min -43.92%
Cumulative flush count of primary shards 16 13 -3 -18.75%
Min cumulative flush time across primary shard 0.00506667 0.000183333 -0.00488 min -96.38%
Median cumulative flush time across primary shard 0.0949 0.0318333 -0.06307 min -66.46%
Max cumulative flush time across primary shard 0.168967 0.09225 -0.07672 min -45.40%
Total Young Gen GC time 6.57 1.749 -4.821 s -73.38%
Total Young Gen GC count 164 329 165 +100.61%
Total Old Gen GC time 0 0 0 s 0.00%
Total Old Gen GC count 0 0 0 0.00%
Store size 2.99408 3.04972 0.05563 GB +1.86%
Translog size 4.09782e-07 4.09782e-07 0 GB 0.00%
Heap used for segments 0.792992 0.789318 -0.00367 MB -0.46%
Heap used for doc values 0.0260239 0.0226021 -0.00342 MB -13.15%
Heap used for terms 0.624573 0.627228 0.00266 MB +0.43%
Heap used for norms 0.0842896 0.0855103 0.00122 MB +1.45%
Heap used for points 0 0 0 MB 0.00%
Heap used for stored fields 0.0581055 0.053978 -0.00413 MB -7.10%
Segment count 118 109 -9 -7.63%
Total Ingest Pipeline count 0 0 0 0.00%
Total Ingest Pipeline time 0 0 0 ms 0.00%
Total Ingest Pipeline failed 0 0 0 0.00%
Min Throughput index-append 67621.8 196610 128988 docs/s +190.75%
Mean Throughput index-append 74122.7 208094 133971 docs/s +180.74%
Median Throughput index-append 74203 206748 132545 docs/s +178.62%
Max Throughput index-append 81455.5 228591 147136 docs/s +180.63%
50th percentile latency index-append 402.519 119.647 -282.872 ms -70.28%
90th percentile latency index-append 579.322 162.619 -416.703 ms -71.93%
99th percentile latency index-append 5918.18 3334.1 -2584.08 ms -43.66%
100th percentile latency index-append 18519.8 4737.04 -13782.8 ms -74.42%
50th percentile service time index-append 402.519 119.647 -282.872 ms -70.28%
90th percentile service time index-append 579.322 162.619 -416.703 ms -71.93%
99th percentile service time index-append 5918.18 3334.1 -2584.08 ms -43.66%
100th percentile service time index-append 18519.8 4737.04 -13782.8 ms -74.42%
error rate index-append 0 0 0 % 0.00%
Min Throughput index-stats 89.9574 90.0282 0.07079 ops/s +0.08%
Mean Throughput index-stats 89.9749 90.0456 0.0707 ops/s +0.08%
Median Throughput index-stats 89.9755 90.0428 0.06731 ops/s +0.07%
Max Throughput index-stats 89.9874 90.0711 0.08373 ops/s +0.09%
50th percentile latency index-stats 8.03174 3.19112 -4.84062 ms -60.27%
90th percentile latency index-stats 9.18393 3.89407 -5.28986 ms -57.60%
99th percentile latency index-stats 16.6947 4.8325 -11.8622 ms -71.05%
99.9th percentile latency index-stats 27.7727 4.91333 -22.8594 ms -82.31%
100th percentile latency index-stats 29.6037 4.93285 -24.6708 ms -83.34%
50th percentile service time index-stats 6.52583 2.35137 -4.17446 ms -63.97%
90th percentile service time index-stats 7.52334 2.53002 -4.99332 ms -66.37%
99th percentile service time index-stats 10.0276 2.64971 -7.37791 ms -73.58%
99.9th percentile service time index-stats 17.0429 2.73465 -14.3082 ms -83.95%
100th percentile service time index-stats 28.2423 2.77098 -25.4713 ms -90.19%
error rate index-stats 0 0 0 % 0.00%
Min Throughput node-stats 68.6415 89.393 20.7515 ops/s +30.23%
Mean Throughput node-stats 69.8073 89.9723 20.165 ops/s +28.89%
Median Throughput node-stats 69.8965 90.0234 20.1269 ops/s +28.80%
Max Throughput node-stats 70.6104 90.0658 19.4554 ops/s +27.55%
50th percentile latency node-stats 1918.57 4.12448 -1914.44 ms -99.79%
90th percentile latency node-stats 3098.6 4.56535 -3094.04 ms -99.85%
99th percentile latency node-stats 3327.78 5.2757 -3322.51 ms -99.84%
99.9th percentile latency node-stats 3352.87 14.4717 -3338.4 ms -99.57%
100th percentile latency node-stats 3354.05 21.418 -3332.63 ms -99.36%
50th percentile service time node-stats 11.0038 3.16542 -7.83838 ms -71.23%
90th percentile service time node-stats 12.7819 3.36158 -9.42027 ms -73.70%
99th percentile service time node-stats 16.2291 4.39312 -11.836 ms -72.93%
99.9th percentile service time node-stats 18.2276 4.74816 -13.4794 ms -73.95%
100th percentile service time node-stats 23.8369 4.94151 -18.8954 ms -79.27%
error rate node-stats 0 0 0 % 0.00%
Min Throughput default 49.8685 50.0217 0.1532 ops/s +0.31%
Mean Throughput default 50.0104 50.0359 0.02551 ops/s +0.05%
Median Throughput default 50.0148 50.0321 0.01722 ops/s +0.03%
Max Throughput default 50.0331 50.0614 0.02828 ops/s +0.06%
50th percentile latency default 12.7618 4.66999 -8.09179 ms -63.41%
90th percentile latency default 15.4627 5.19316 -10.2695 ms -66.41%
99th percentile latency default 42.1473 6.13739 -36.01 ms -85.44%
99.9th percentile latency default 102.747 11.8603 -90.8871 ms -88.46%
100th percentile latency default 106.275 26.16 -80.1154 ms -75.38%
50th percentile service time default 10.5069 3.69818 -6.8087 ms -64.80%
90th percentile service time default 12.7639 3.82512 -8.93883 ms -70.03%
99th percentile service time default 19.9995 4.81334 -15.1862 ms -75.93%
99.9th percentile service time default 39.3184 10.1712 -29.1473 ms -74.13%
100th percentile service time default 99.9785 11.0556 -88.9229 ms -88.94%
error rate default 0 0 0 % 0.00%
Min Throughput term 99.2992 100.023 0.72339 ops/s +0.73%
Mean Throughput term 99.7723 100.034 0.2616 ops/s +0.26%
Median Throughput term 99.8611 100.03 0.16922 ops/s +0.17%
Max Throughput term 99.9776 100.064 0.08668 ops/s +0.09%
50th percentile latency term 19.7422 4.05888 -15.6833 ms -79.44%
90th percentile latency term 72.1216 4.48591 -67.6357 ms -93.78%
99th percentile latency term 98.3604 4.87538 -93.4851 ms -95.04%
99.9th percentile latency term 103.624 10.5414 -93.0827 ms -89.83%
100th percentile latency term 103.858 11.925 -91.9335 ms -88.52%
50th percentile service time term 8.40977 3.09667 -5.3131 ms -63.18%
90th percentile service time term 9.88724 3.23209 -6.65515 ms -67.31%
99th percentile service time term 13.4649 3.4996 -9.96527 ms -74.01%
99.9th percentile service time term 23.5317 9.01349 -14.5183 ms -61.70%
100th percentile service time term 26.4301 10.5052 -15.9249 ms -60.25%
error rate term 0 0 0 % 0.00%
Min Throughput phrase 92.5307 110.015 17.4844 ops/s +18.90%
Mean Throughput phrase 93.0169 110.022 17.0054 ops/s +18.28%
Median Throughput phrase 92.9452 110.019 17.0738 ops/s +18.37%
Max Throughput phrase 93.6437 110.044 16.4004 ops/s +17.51%
50th percentile latency phrase 1689.29 3.95113 -1685.34 ms -99.77%
90th percentile latency phrase 2229.6 4.3814 -2225.22 ms -99.80%
99th percentile latency phrase 2385.83 4.80208 -2381.03 ms -99.80%
99.9th percentile latency phrase 2407.64 11.6163 -2396.02 ms -99.52%
100th percentile latency phrase 2408.39 14.9797 -2393.41 ms -99.38%
50th percentile service time phrase 8.97636 2.96552 -6.01084 ms -66.96%
90th percentile service time phrase 10.495 3.16309 -7.33187 ms -69.86%
99th percentile service time phrase 16.509 3.48574 -13.0232 ms -78.89%
99.9th percentile service time phrase 35.3622 8.01242 -27.3498 ms -77.34%
100th percentile service time phrase 55.4087 14.0255 -41.3831 ms -74.69%
error rate phrase 0 0 0 % 0.00%
Min Throughput country_agg_uncached 3.00354 3.0037 0.00016 ops/s 0.01%
Mean Throughput country_agg_uncached 3.00426 3.00446 0.0002 ops/s 0.01%
Median Throughput country_agg_uncached 3.00421 3.00441 0.0002 ops/s 0.01%
Max Throughput country_agg_uncached 3.00522 3.00543 0.00021 ops/s 0.01%
50th percentile latency country_agg_uncached 227.279 206.828 -20.4503 ms -9.00%
90th percentile latency country_agg_uncached 241.548 210.758 -30.7902 ms -12.75%
99th percentile latency country_agg_uncached 267.08 213.025 -54.0545 ms -20.24%
100th percentile latency country_agg_uncached 286.021 221.916 -64.1051 ms -22.41%
50th percentile service time country_agg_uncached 224.694 205.514 -19.1803 ms -8.54%
90th percentile service time country_agg_uncached 238.992 209.429 -29.5631 ms -12.37%
99th percentile service time country_agg_uncached 264.948 211.962 -52.9854 ms -20.00%
100th percentile service time country_agg_uncached 282.752 221.036 -61.7162 ms -21.83%
error rate country_agg_uncached 0 0 0 % 0.00%
Min Throughput country_agg_cached 98.0291 98.1475 0.11837 ops/s +0.12%
Mean Throughput country_agg_cached 98.5475 98.6389 0.09142 ops/s +0.09%
Median Throughput country_agg_cached 98.5959 98.6843 0.08839 ops/s +0.09%
Max Throughput country_agg_cached 98.9141 98.9814 0.0673 ops/s +0.07%
50th percentile latency country_agg_cached 8.23447 3.55646 -4.67801 ms -56.81%
90th percentile latency country_agg_cached 9.80733 3.96228 -5.84505 ms -59.60%
99th percentile latency country_agg_cached 24.1227 4.35342 -19.7693 ms -81.95%
99.9th percentile latency country_agg_cached 51.112 17.7924 -33.3196 ms -65.19%
100th percentile latency country_agg_cached 54.635 20.8578 -33.7772 ms -61.82%
50th percentile service time country_agg_cached 6.34274 2.49357 -3.84917 ms -60.69%
90th percentile service time country_agg_cached 7.3655 2.64801 -4.71749 ms -64.05%
99th percentile service time country_agg_cached 9.31422 2.86114 -6.45308 ms -69.28%
99.9th percentile service time country_agg_cached 15.6788 7.48537 -8.19347 ms -52.26%
100th percentile service time country_agg_cached 17.5915 20.3975 2.80593 ms +15.95%
error rate country_agg_cached 0 0 0 % 0.00%
Min Throughput scroll 20.0166 20.0492 0.03264 pages/s +0.16%
Mean Throughput scroll 20.0202 20.0598 0.03966 pages/s +0.20%
Median Throughput scroll 20.0199 20.059 0.03913 pages/s +0.20%
Max Throughput scroll 20.0248 20.0736 0.0488 pages/s +0.24%
50th percentile latency scroll 935.64 313.301 -622.339 ms -66.51%
90th percentile latency scroll 975.407 317.396 -658.011 ms -67.46%
99th percentile latency scroll 1002.02 336.106 -665.911 ms -66.46%
100th percentile latency scroll 1004.42 338.88 -665.543 ms -66.26%
50th percentile service time scroll 932.106 311.063 -621.043 ms -66.63%
90th percentile service time scroll 971.456 315.385 -656.071 ms -67.53%
99th percentile service time scroll 997.966 333.288 -664.678 ms -66.60%
100th percentile service time scroll 999.365 335.888 -663.477 ms -66.39%
error rate scroll 0 0 0 % 0.00%
Min Throughput expression 1.497 1.50302 0.00602 ops/s +0.40%
Mean Throughput expression 1.50082 1.50366 0.00284 ops/s +0.19%
Median Throughput expression 1.501 1.50362 0.00262 ops/s +0.17%
Max Throughput expression 1.50129 1.50451 0.00322 ops/s +0.21%
50th percentile latency expression 574.467 265.639 -308.828 ms -53.76%
90th percentile latency expression 620.85 272.471 -348.379 ms -56.11%
99th percentile latency expression 1048.32 284.241 -764.078 ms -72.89%
100th percentile latency expression 1105.85 294.845 -811.01 ms -73.34%
50th percentile service time expression 570.741 264.013 -306.728 ms -53.74%
90th percentile service time expression 606.425 270.78 -335.645 ms -55.35%
99th percentile service time expression 730.745 282.829 -447.917 ms -61.30%
100th percentile service time expression 1039.14 292.919 -746.22 ms -71.81%
error rate expression 0 0 0 % 0.00%
Min Throughput painless_static 1.36176 1.40265 0.04089 ops/s +3.00%
Mean Throughput painless_static 1.36391 1.40321 0.0393 ops/s +2.88%
Median Throughput painless_static 1.36395 1.40317 0.03922 ops/s +2.88%
Max Throughput painless_static 1.36602 1.40395 0.03793 ops/s +2.78%
50th percentile latency painless_static 5253.4 294.335 -4959.06 ms -94.40%
90th percentile latency painless_static 6247 303.799 -5943.2 ms -95.14%
99th percentile latency painless_static 6314.13 309.187 -6004.94 ms -95.10%
100th percentile latency painless_static 6374.31 312.253 -6062.06 ms -95.10%
50th percentile service time painless_static 718.69 292.832 -425.858 ms -59.25%
90th percentile service time painless_static 786.669 301.979 -484.69 ms -61.61%
99th percentile service time painless_static 853.467 307.992 -545.475 ms -63.91%
100th percentile service time painless_static 870.085 310.519 -559.565 ms -64.31%
error rate painless_static 0 0 0 % 0.00%
Min Throughput painless_dynamic 1.37183 1.40275 0.03091 ops/s +2.25%
Mean Throughput painless_dynamic 1.37424 1.40333 0.02909 ops/s +2.12%
Median Throughput painless_dynamic 1.37429 1.40329 0.029 ops/s +2.11%
Max Throughput painless_dynamic 1.37667 1.4041 0.02743 ops/s +1.99%
50th percentile latency painless_dynamic 4093.53 293.885 -3799.64 ms -92.82%
90th percentile latency painless_dynamic 4398.87 302.834 -4096.04 ms -93.12%
99th percentile latency painless_dynamic 4678.77 306.486 -4372.29 ms -93.45%
100th percentile latency painless_dynamic 4679.02 306.898 -4372.12 ms -93.44%
50th percentile service time painless_dynamic 712.14 292.506 -419.634 ms -58.93%
90th percentile service time painless_dynamic 776.027 301.057 -474.97 ms -61.21%
99th percentile service time painless_dynamic 861.479 305.132 -556.346 ms -64.58%
100th percentile service time painless_dynamic 924.204 305.861 -618.343 ms -66.91%
error rate painless_dynamic 0 0 0 % 0.00%
Min Throughput decay_geo_gauss_function_score 1.00149 1.00238 0.00089 ops/s +0.09%
Mean Throughput decay_geo_gauss_function_score 1.00181 1.00289 0.00108 ops/s +0.11%
Median Throughput decay_geo_gauss_function_score 1.00179 1.00285 0.00106 ops/s +0.11%
Max Throughput decay_geo_gauss_function_score 1.00223 1.00355 0.00133 ops/s +0.13%
50th percentile latency decay_geo_gauss_function_score 564.677 287.471 -277.207 ms -49.09%
90th percentile latency decay_geo_gauss_function_score 591.257 292.752 -298.505 ms -50.49%
99th percentile latency decay_geo_gauss_function_score 630.058 296.184 -333.874 ms -52.99%
100th percentile latency decay_geo_gauss_function_score 657.957 298.527 -359.43 ms -54.63%
50th percentile service time decay_geo_gauss_function_score 561.248 285.442 -275.806 ms -49.14%
90th percentile service time decay_geo_gauss_function_score 588.365 290.664 -297.701 ms -50.60%
99th percentile service time decay_geo_gauss_function_score 628.058 294.657 -333.401 ms -53.08%
100th percentile service time decay_geo_gauss_function_score 655.394 296.445 -358.949 ms -54.77%
error rate decay_geo_gauss_function_score 0 0 0 % 0.00%
Min Throughput decay_geo_gauss_script_score 1.00128 1.00234 0.00106 ops/s +0.11%
Mean Throughput decay_geo_gauss_script_score 1.00156 1.00285 0.00129 ops/s +0.13%
Median Throughput decay_geo_gauss_script_score 1.00154 1.00281 0.00127 ops/s +0.13%
Max Throughput decay_geo_gauss_script_score 1.00192 1.0035 0.00159 ops/s +0.16%
50th percentile latency decay_geo_gauss_script_score 608.728 297.443 -311.286 ms -51.14%
90th percentile latency decay_geo_gauss_script_score 660.086 303.515 -356.571 ms -54.02%
99th percentile latency decay_geo_gauss_script_score 774.336 308.859 -465.477 ms -60.11%
100th percentile latency decay_geo_gauss_script_score 911.535 337.231 -574.304 ms -63.00%
50th percentile service time decay_geo_gauss_script_score 605.578 294.714 -310.864 ms -51.33%
90th percentile service time decay_geo_gauss_script_score 656.065 300.072 -355.993 ms -54.26%
99th percentile service time decay_geo_gauss_script_score 771.331 306.984 -464.347 ms -60.20%
100th percentile service time decay_geo_gauss_script_score 908.822 333.813 -575.009 ms -63.27%
error rate decay_geo_gauss_script_score 0 0 0 % 0.00%
Min Throughput field_value_function_score 1.50331 1.50422 0.00091 ops/s +0.06%
Mean Throughput field_value_function_score 1.50402 1.50512 0.00111 ops/s +0.07%
Median Throughput field_value_function_score 1.50397 1.50506 0.00109 ops/s +0.07%
Max Throughput field_value_function_score 1.50494 1.50629 0.00135 ops/s +0.09%
50th percentile latency field_value_function_score 233.143 105.493 -127.65 ms -54.75%
90th percentile latency field_value_function_score 251.038 113.102 -137.936 ms -54.95%
99th percentile latency field_value_function_score 285.809 118.305 -167.505 ms -58.61%
100th percentile latency field_value_function_score 312.219 127.84 -184.379 ms -59.05%
50th percentile service time field_value_function_score 229.749 103.756 -125.994 ms -54.84%
90th percentile service time field_value_function_score 247.685 110.985 -136.7 ms -55.19%
99th percentile service time field_value_function_score 282.528 116.284 -166.244 ms -58.84%
100th percentile service time field_value_function_score 309.824 116.353 -193.471 ms -62.45%
error rate field_value_function_score 0 0 0 % 0.00%
Min Throughput field_value_script_score 1.50262 1.5039 0.00128 ops/s +0.09%
Mean Throughput field_value_script_score 1.50319 1.50475 0.00156 ops/s +0.10%
Median Throughput field_value_script_score 1.50315 1.50469 0.00154 ops/s +0.10%
Max Throughput field_value_script_score 1.50392 1.50584 0.00192 ops/s +0.13%
50th percentile latency field_value_script_score 311.336 140.447 -170.889 ms -54.89%
90th percentile latency field_value_script_score 332.198 145.167 -187.03 ms -56.30%
99th percentile latency field_value_script_score 360.788 147.708 -213.08 ms -59.06%
100th percentile latency field_value_script_score 374.765 148.486 -226.28 ms -60.38%
50th percentile service time field_value_script_score 308.35 138.722 -169.627 ms -55.01%
90th percentile service time field_value_script_score 329.331 143.834 -185.498 ms -56.33%
99th percentile service time field_value_script_score 358.523 146.139 -212.384 ms -59.24%
100th percentile service time field_value_script_score 371.703 147.079 -224.624 ms -60.43%
error rate field_value_script_score 0 0 0 % 0.00%
Min Throughput large_terms 0.70031 1.10097 0.40066 ops/s +57.21%
Mean Throughput large_terms 0.701716 1.10118 0.39946 ops/s +56.93%
Median Throughput large_terms 0.70183 1.10116 0.39933 ops/s +56.90%
Max Throughput large_terms 0.702593 1.10145 0.39886 ops/s +56.77%
50th percentile latency large_terms 130316 645.703 -129670 ms -99.50%
90th percentile latency large_terms 150480 656.723 -149824 ms -99.56%
99th percentile latency large_terms 155050 663.909 -154386 ms -99.57%
100th percentile latency large_terms 155541 669.338 -154871 ms -99.57%
50th percentile service time large_terms 1402.78 635.15 -767.629 ms -54.72%
90th percentile service time large_terms 1522.88 646.366 -876.516 ms -57.56%
99th percentile service time large_terms 1685.77 652.908 -1032.86 ms -61.27%
100th percentile service time large_terms 1697.95 659.201 -1038.75 ms -61.18%
error rate large_terms 0 0 0 % 0.00%
Min Throughput large_filtered_terms 0.716747 1.10098 0.38423 ops/s +53.61%
Mean Throughput large_filtered_terms 0.718948 1.10119 0.38224 ops/s +53.17%
Median Throughput large_filtered_terms 0.719148 1.10117 0.38203 ops/s +53.12%
Max Throughput large_filtered_terms 0.721328 1.10146 0.38013 ops/s +52.70%
50th percentile latency large_filtered_terms 121294 652.318 -120642 ms -99.46%
90th percentile latency large_filtered_terms 139787 662.362 -139124 ms -99.53%
99th percentile latency large_filtered_terms 143555 677.564 -142877 ms -99.53%
100th percentile latency large_filtered_terms 144007 691.785 -143316 ms -99.52%
50th percentile service time large_filtered_terms 1336.71 642.76 -693.946 ms -51.91%
90th percentile service time large_filtered_terms 1437.57 652.448 -785.119 ms -54.61%
99th percentile service time large_filtered_terms 1534.84 667.869 -866.975 ms -56.49%
100th percentile service time large_filtered_terms 1608.58 681.334 -927.243 ms -57.64%
error rate large_filtered_terms 0 0 0 % 0.00%
Min Throughput large_prohibited_terms 0.764314 1.10101 0.33669 ops/s +44.05%
Mean Throughput large_prohibited_terms 0.765183 1.10122 0.33604 ops/s +43.92%
Median Throughput large_prohibited_terms 0.765183 1.10121 0.33603 ops/s +43.91%
Max Throughput large_prohibited_terms 0.766181 1.1015 0.33532 ops/s +43.77%
50th percentile latency large_prohibited_terms 100543 648.762 -99894.1 ms -99.35%
90th percentile latency large_prohibited_terms 115948 658.304 -115290 ms -99.43%
99th percentile latency large_prohibited_terms 119605 666.461 -118939 ms -99.44%
100th percentile latency large_prohibited_terms 119973 668.412 -119304 ms -99.44%
50th percentile service time large_prohibited_terms 1285.91 639.364 -646.546 ms -50.28%
90th percentile service time large_prohibited_terms 1364.73 648.946 -715.786 ms -52.45%
99th percentile service time large_prohibited_terms 1422.91 656.722 -766.184 ms -53.85%
100th percentile service time large_prohibited_terms 1549.23 659.054 -890.18 ms -57.46%
error rate large_prohibited_terms 0 0 0 % 0.00%
Min Throughput desc_sort_population 1.50404 1.50445 0.0004 ops/s +0.03%
Mean Throughput desc_sort_population 1.50492 1.50541 0.00049 ops/s +0.03%
Median Throughput desc_sort_population 1.50486 1.50533 0.00048 ops/s +0.03%
Max Throughput desc_sort_population 1.50605 1.50664 0.00059 ops/s +0.04%
50th percentile latency desc_sort_population 132.838 54.5207 -78.3178 ms -58.96%
90th percentile latency desc_sort_population 159.14 61.0997 -98.0406 ms -61.61%
99th percentile latency desc_sort_population 203.566 67.826 -135.74 ms -66.68%
100th percentile latency desc_sort_population 203.727 69.3424 -134.385 ms -65.96%
50th percentile service time desc_sort_population 129.921 52.4402 -77.481 ms -59.64%
90th percentile service time desc_sort_population 156.229 59.5712 -96.6576 ms -61.87%
99th percentile service time desc_sort_population 199.158 66.2618 -132.896 ms -66.73%
100th percentile service time desc_sort_population 201.734 67.5738 -134.16 ms -66.50%
error rate desc_sort_population 0 0 0 % 0.00%
Min Throughput asc_sort_population 1.50401 1.50458 0.00057 ops/s +0.04%
Mean Throughput asc_sort_population 1.50487 1.50558 0.0007 ops/s +0.05%
Median Throughput asc_sort_population 1.50481 1.50551 0.0007 ops/s +0.05%
Max Throughput asc_sort_population 1.506 1.50686 0.00086 ops/s +0.06%
50th percentile latency asc_sort_population 133.359 55.3775 -77.9815 ms -58.47%
90th percentile latency asc_sort_population 150.576 64.2108 -86.3648 ms -57.36%
99th percentile latency asc_sort_population 202.662 67.0176 -135.645 ms -66.93%
100th percentile latency asc_sort_population 212.678 72.8842 -139.794 ms -65.73%
50th percentile service time asc_sort_population 130.053 53.4944 -76.5587 ms -58.87%
90th percentile service time asc_sort_population 147.905 62.6225 -85.2824 ms -57.66%
99th percentile service time asc_sort_population 198.273 64.9628 -133.311 ms -67.24%
100th percentile service time asc_sort_population 208.172 70.5758 -137.596 ms -66.10%
error rate asc_sort_population 0 0 0 % 0.00%
Min Throughput asc_sort_with_after_population 1.50332 1.50446 0.00114 ops/s +0.08%
Mean Throughput asc_sort_with_after_population 1.50403 1.50542 0.00139 ops/s +0.09%
Median Throughput asc_sort_with_after_population 1.50398 1.50536 0.00138 ops/s +0.09%
Max Throughput asc_sort_with_after_population 1.50495 1.50667 0.00171 ops/s +0.11%
50th percentile latency asc_sort_with_after_population 163.38 69.0746 -94.305 ms -57.72%
90th percentile latency asc_sort_with_after_population 177.434 79.1072 -98.3267 ms -55.42%
99th percentile latency asc_sort_with_after_population 218.577 86.8162 -131.761 ms -60.28%
100th percentile latency asc_sort_with_after_population 222.619 117.098 -105.521 ms -47.40%
50th percentile service time asc_sort_with_after_population 160.308 67.3285 -92.9797 ms -58.00%
90th percentile service time asc_sort_with_after_population 175.086 77.3815 -97.7047 ms -55.80%
99th percentile service time asc_sort_with_after_population 215.906 84.8219 -131.084 ms -60.71%
100th percentile service time asc_sort_with_after_population 219.309 114.883 -104.426 ms -47.62%
error rate asc_sort_with_after_population 0 0 0 % 0.00%
Min Throughput desc_sort_geonameid 6.01749 6.01894 0.00146 ops/s +0.02%
Mean Throughput desc_sort_geonameid 6.02077 6.02272 0.00195 ops/s +0.03%
Median Throughput desc_sort_geonameid 6.02056 6.0224 0.00184 ops/s +0.03%
Max Throughput desc_sort_geonameid 6.02488 6.02746 0.00258 ops/s +0.04%
50th percentile latency desc_sort_geonameid 22.7152 7.67123 -15.0439 ms -66.23%
90th percentile latency desc_sort_geonameid 28.2659 8.20003 -20.0658 ms -70.99%
99th percentile latency desc_sort_geonameid 39.8762 8.7691 -31.1071 ms -78.01%
100th percentile latency desc_sort_geonameid 44.3699 9.05461 -35.3153 ms -79.59%
50th percentile service time desc_sort_geonameid 19.9846 6.30385 -13.6808 ms -68.46%
90th percentile service time desc_sort_geonameid 24.4043 6.76537 -17.639 ms -72.28%
99th percentile service time desc_sort_geonameid 36.3986 7.25602 -29.1425 ms -80.07%
100th percentile service time desc_sort_geonameid 42.6039 7.73873 -34.8652 ms -81.84%
error rate desc_sort_geonameid 0 0 0 % 0.00%
Min Throughput desc_sort_with_after_geonameid 5.99561 6.01065 0.01504 ops/s +0.25%
Mean Throughput desc_sort_with_after_geonameid 6.00093 6.01281 0.01189 ops/s +0.20%
Median Throughput desc_sort_with_after_geonameid 6.00129 6.01268 0.01139 ops/s +0.19%
Max Throughput desc_sort_with_after_geonameid 6.00156 6.01548 0.01392 ops/s +0.23%
50th percentile latency desc_sort_with_after_geonameid 137.807 65.8329 -71.9741 ms -52.23%
90th percentile latency desc_sort_with_after_geonameid 148.569 75.5379 -73.031 ms -49.16%
99th percentile latency desc_sort_with_after_geonameid 173.545 79.1087 -94.436 ms -54.42%
100th percentile latency desc_sort_with_after_geonameid 208.123 79.569 -128.554 ms -61.77%
50th percentile service time desc_sort_with_after_geonameid 134.858 64.4006 -70.4572 ms -52.25%
90th percentile service time desc_sort_with_after_geonameid 145.368 73.8204 -71.5474 ms -49.22%
99th percentile service time desc_sort_with_after_geonameid 158.937 78.0728 -80.8644 ms -50.88%
100th percentile service time desc_sort_with_after_geonameid 206.531 78.814 -127.717 ms -61.84%
error rate desc_sort_with_after_geonameid 0 0 0 % 0.00%
Min Throughput asc_sort_geonameid 6.01734 6.01919 0.00185 ops/s +0.03%
Mean Throughput asc_sort_geonameid 6.02066 6.02297 0.00231 ops/s +0.04%
Median Throughput asc_sort_geonameid 6.02037 6.0227 0.00234 ops/s +0.04%
Max Throughput asc_sort_geonameid 6.02504 6.02772 0.00268 ops/s +0.04%
50th percentile latency asc_sort_geonameid 21.1056 7.20224 -13.9034 ms -65.88%
90th percentile latency asc_sort_geonameid 25.7842 7.75356 -18.0307 ms -69.93%
99th percentile latency asc_sort_geonameid 82.6892 8.18238 -74.5068 ms -90.10%
100th percentile latency asc_sort_geonameid 231.711 8.2204 -223.491 ms -96.45%
50th percentile service time asc_sort_geonameid 18.0415 5.95099 -12.0906 ms -67.02%
90th percentile service time asc_sort_geonameid 22.1162 6.23615 -15.8801 ms -71.80%
99th percentile service time asc_sort_geonameid 26.4773 6.57459 -19.9027 ms -75.17%
100th percentile service time asc_sort_geonameid 228.378 6.61795 -221.76 ms -97.10%
error rate asc_sort_geonameid 0 0 0 % 0.00%
Min Throughput asc_sort_with_after_geonameid 6.00472 6.01247 0.00775 ops/s +0.13%
Mean Throughput asc_sort_with_after_geonameid 6.00565 6.01492 0.00927 ops/s +0.15%
Median Throughput asc_sort_with_after_geonameid 6.00558 6.01471 0.00913 ops/s +0.15%
Max Throughput asc_sort_with_after_geonameid 6.0068 6.01802 0.01122 ops/s +0.19%
50th percentile latency asc_sort_with_after_geonameid 128.283 61.3069 -66.9757 ms -52.21%
90th percentile latency asc_sort_with_after_geonameid 145.555 63.632 -81.9235 ms -56.28%
99th percentile latency asc_sort_with_after_geonameid 176.402 71.9223 -104.48 ms -59.23%
100th percentile latency asc_sort_with_after_geonameid 188.698 74.9357 -113.762 ms -60.29%
50th percentile service time asc_sort_with_after_geonameid 125.161 59.9138 -65.2475 ms -52.13%
90th percentile service time asc_sort_with_after_geonameid 142.971 61.9432 -81.0279 ms -56.67%
99th percentile service time asc_sort_with_after_geonameid 173.329 70.9414 -102.387 ms -59.07%
100th percentile service time asc_sort_with_after_geonameid 186.923 73.0988 -113.824 ms -60.89%
error rate asc_sort_with_after_geonameid 0 0 0 % 0.00%

三节点 4c16g 本地 和 ecs 上自建的 es 对比

Metric Task Baseline Contender Diff Unit Diff %
Cumulative indexing time of primary shards 22.7561 12.6255 -10.1306 min -44.52%
Min cumulative indexing time across primary shard 0.0309667 0 -0.03097 min -100.00%
Median cumulative indexing time across primary shard 3.80913 2.07837 -1.73077 min -45.44%
Max cumulative indexing time across primary shard 4.0526 2.17645 -1.87615 min -46.29%
Cumulative indexing throttle time of primary shards 0 0 0 min 0.00%
Min cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Median cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Max cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Cumulative merge time of primary shards 1.48272 1.39245 -0.09027 min -6.09%
Cumulative merge count of primary shards 11 11 0 0.00%
Min cumulative merge time across primary shard 0 0 0 min 0.00%
Median cumulative merge time across primary shard 0.13775 0.129508 -0.00824 min -5.98%
Max cumulative merge time across primary shard 0.84445 0.665817 -0.17863 min -21.15%
Cumulative merge throttle time of primary shards 0.0834333 0.244117 0.16068 min +192.59%
Min cumulative merge throttle time across primary shard 0 0 0 min 0.00%
Median cumulative merge throttle time across primary shard 0 0.00794167 0.00794 min 0.00%
Max cumulative merge throttle time across primary shard 0.0834333 0.15245 0.06902 min +82.72%
Cumulative refresh time of primary shards 3.4198 2.08013 -1.33967 min -39.17%
Cumulative refresh count of primary shards 108 129 21 +19.44%
Min cumulative refresh time across primary shard 0.00315 6.66667e-05 -0.00308 min -97.88%
Median cumulative refresh time across primary shard 0.546417 0.340308 -0.20611 min -37.72%
Max cumulative refresh time across primary shard 0.632917 0.408233 -0.22468 min -35.50%
Cumulative flush time of primary shards 0.642717 0.8108 0.16808 min +26.15%
Cumulative flush count of primary shards 16 17 1 +6.25%
Min cumulative flush time across primary shard 0.00506667 0.0001 -0.00497 min -98.03%
Median cumulative flush time across primary shard 0.0949 0.105417 0.01052 min +11.08%
Max cumulative flush time across primary shard 0.168967 0.22185 0.05288 min +31.30%
Total Young Gen GC time 6.57 1.013 -5.557 s -84.58%
Total Young Gen GC count 164 44 -120 -73.17%
Total Old Gen GC time 0 0 0 s 0.00%
Total Old Gen GC count 0 0 0 0.00%
Store size 2.99408 2.99635 0.00226 GB +0.08%
Translog size 4.09782e-07 5.12227e-07 0 GB +25.00%
Heap used for segments 0.792992 0.777493 -0.0155 MB -1.95%
Heap used for doc values 0.0260239 0.0524178 0.02639 MB +101.42%
Heap used for terms 0.624573 0.590271 -0.0343 MB -5.49%
Heap used for norms 0.0842896 0.079895 -0.00439 MB -5.21%
Heap used for points 0 0 0 MB 0.00%
Heap used for stored fields 0.0581055 0.0549088 -0.0032 MB -5.50%
Segment count 118 109 -9 -7.63%
Total Ingest Pipeline count 0 0 0 0.00%
Total Ingest Pipeline time 0 0 0 ms 0.00%
Total Ingest Pipeline failed 0 0 0 0.00%
Min Throughput index-append 67621.8 92619 24997.2 docs/s +36.97%
Mean Throughput index-append 74122.7 113579 39456.7 docs/s +53.23%
Median Throughput index-append 74203 114107 39903.7 docs/s +53.78%
Max Throughput index-append 81455.5 127781 46325.9 docs/s +56.87%
50th percentile latency index-append 402.519 245.849 -156.67 ms -38.92%
90th percentile latency index-append 579.322 338.302 -241.02 ms -41.60%
99th percentile latency index-append 5918.18 1210.06 -4708.11 ms -79.55%
99.9th percentile latency index-append 16183.6 11331.2 -4852.4 ms -29.98%
100th percentile latency index-append 18519.8 12137.8 -6381.98 ms -34.46%
50th percentile service time index-append 402.519 245.849 -156.67 ms -38.92%
90th percentile service time index-append 579.322 338.302 -241.02 ms -41.60%
99th percentile service time index-append 5918.18 1210.06 -4708.11 ms -79.55%
99.9th percentile service time index-append 16183.6 11331.2 -4852.4 ms -29.98%
100th percentile service time index-append 18519.8 12137.8 -6381.98 ms -34.46%
error rate index-append 0 0 0 % 0.00%
Min Throughput index-stats 89.9574 90.0262 0.06877 ops/s +0.08%
Mean Throughput index-stats 89.9749 90.0499 0.07493 ops/s +0.08%
Median Throughput index-stats 89.9755 90.0441 0.0686 ops/s +0.08%
Max Throughput index-stats 89.9874 90.0857 0.09836 ops/s +0.11%
50th percentile latency index-stats 8.03174 2.72667 -5.30507 ms -66.05%
90th percentile latency index-stats 9.18393 3.51228 -5.67165 ms -61.76%
99th percentile latency index-stats 16.6947 3.82702 -12.8676 ms -77.08%
99.9th percentile latency index-stats 27.7727 3.89446 -23.8783 ms -85.98%
100th percentile latency index-stats 29.6037 3.89888 -25.7048 ms -86.83%
50th percentile service time index-stats 6.52583 1.45736 -5.06847 ms -77.67%
90th percentile service time index-stats 7.52334 1.61075 -5.91259 ms -78.59%
99th percentile service time index-stats 10.0276 1.77914 -8.24847 ms -82.26%
99.9th percentile service time index-stats 17.0429 1.87572 -15.1671 ms -88.99%
100th percentile service time index-stats 28.2423 1.89301 -26.3492 ms -93.30%
error rate index-stats 0 0 0 % 0.00%
Min Throughput node-stats 68.6415 90.0087 21.3672 ops/s +31.13%
Mean Throughput node-stats 69.8073 90.0258 20.2185 ops/s +28.96%
Median Throughput node-stats 69.8965 90.0222 20.1257 ops/s +28.79%
Max Throughput node-stats 70.6104 90.0742 19.4637 ops/s +27.56%
50th percentile latency node-stats 1918.57 4.37416 -1914.19 ms -99.77%
90th percentile latency node-stats 3098.6 4.82386 -3093.78 ms -99.84%
99th percentile latency node-stats 3327.78 5.9065 -3321.88 ms -99.82%
99.9th percentile latency node-stats 3352.87 7.09459 -3345.78 ms -99.79%
100th percentile latency node-stats 3354.05 11.7227 -3342.33 ms -99.65%
50th percentile service time node-stats 11.0038 3.49582 -7.50797 ms -68.23%
90th percentile service time node-stats 12.7819 3.84268 -8.93917 ms -69.94%
99th percentile service time node-stats 16.2291 4.9441 -11.2851 ms -69.54%
99.9th percentile service time node-stats 18.2276 5.84038 -12.3872 ms -67.96%
100th percentile service time node-stats 23.8369 6.43696 -17.4 ms -73.00%
error rate node-stats 0 0 0 % 0.00%
Min Throughput default 49.8685 50.0242 0.15574 ops/s +0.31%
Mean Throughput default 50.0104 50.0386 0.02817 ops/s +0.06%
Median Throughput default 50.0148 50.0348 0.02 ops/s +0.04%
Max Throughput default 50.0331 50.0683 0.03521 ops/s +0.07%
50th percentile latency default 12.7618 3.20346 -9.55832 ms -74.90%
90th percentile latency default 15.4627 3.99599 -11.4667 ms -74.16%
99th percentile latency default 42.1473 4.89385 -37.2535 ms -88.39%
99.9th percentile latency default 102.747 20.4867 -82.2607 ms -80.06%
100th percentile latency default 106.275 35.8868 -70.3886 ms -66.23%
50th percentile service time default 10.5069 1.987 -8.51988 ms -81.09%
90th percentile service time default 12.7639 2.14046 -10.6235 ms -83.23%
99th percentile service time default 19.9995 3.59252 -16.407 ms -82.04%
99.9th percentile service time default 39.3184 10.8556 -28.4628 ms -72.39%
100th percentile service time default 99.9785 33.9296 -66.0489 ms -66.06%
error rate default 0 0 0 % 0.00%
Min Throughput term 99.2992 100.015 0.71552 ops/s +0.72%
Mean Throughput term 99.7723 100.027 0.25443 ops/s +0.26%
Median Throughput term 99.8611 100.026 0.16442 ops/s +0.16%
Max Throughput term 99.9776 100.05 0.0721 ops/s +0.07%
50th percentile latency term 19.7422 2.89178 -16.8504 ms -85.35%
90th percentile latency term 72.1216 3.31336 -68.8082 ms -95.41%
99th percentile latency term 98.3604 3.6649 -94.6955 ms -96.27%
99.9th percentile latency term 103.624 13.5975 -90.0267 ms -86.88%
100th percentile latency term 103.858 16.6446 -87.2138 ms -83.97%
50th percentile service time term 8.40977 2.05254 -6.35722 ms -75.59%
90th percentile service time term 9.88724 2.20014 -7.6871 ms -77.75%
99th percentile service time term 13.4649 2.45921 -11.0057 ms -81.74%
99.9th percentile service time term 23.5317 10.3115 -13.2203 ms -56.18%
100th percentile service time term 26.4301 12.5978 -13.8323 ms -52.34%
error rate term 0 0 0 % 0.00%
Min Throughput phrase 92.5307 110.026 17.4952 ops/s +18.91%
Mean Throughput phrase 93.0169 110.039 17.0224 ops/s +18.30%
Median Throughput phrase 92.9452 110.037 17.0915 ops/s +18.39%
Max Throughput phrase 93.6437 110.064 16.4207 ops/s +17.54%
50th percentile latency phrase 1689.29 2.69991 -1686.59 ms -99.84%
90th percentile latency phrase 2229.6 3.1426 -2226.46 ms -99.86%
99th percentile latency phrase 2385.83 26.0535 -2359.78 ms -98.91%
99.9th percentile latency phrase 2407.64 74.4275 -2333.21 ms -96.91%
100th percentile latency phrase 2408.39 81.0484 -2327.34 ms -96.63%
50th percentile service time phrase 8.97636 1.8464 -7.12996 ms -79.43%
90th percentile service time phrase 10.495 2.02077 -8.47419 ms -80.75%
99th percentile service time phrase 16.509 2.30447 -14.2045 ms -86.04%
99.9th percentile service time phrase 35.3622 21.3241 -14.0381 ms -39.70%
100th percentile service time phrase 55.4087 68.3236 12.915 ms +23.31%
error rate phrase 0 0 0 % 0.00%
Min Throughput country_agg_uncached 3.00354 3.00407 0.00054 ops/s +0.02%
Mean Throughput country_agg_uncached 3.00426 3.00493 0.00067 ops/s +0.02%
Median Throughput country_agg_uncached 3.00421 3.00486 0.00065 ops/s +0.02%
Max Throughput country_agg_uncached 3.00522 3.00601 0.00079 ops/s +0.03%
50th percentile latency country_agg_uncached 227.279 148.729 -78.5493 ms -34.56%
90th percentile latency country_agg_uncached 241.548 157.167 -84.3819 ms -34.93%
99th percentile latency country_agg_uncached 267.08 163.253 -103.827 ms -38.87%
100th percentile latency country_agg_uncached 286.021 165.232 -120.789 ms -42.23%
50th percentile service time country_agg_uncached 224.694 147.565 -77.1291 ms -34.33%
90th percentile service time country_agg_uncached 238.992 155.533 -83.4594 ms -34.92%
99th percentile service time country_agg_uncached 264.948 161.593 -103.355 ms -39.01%
100th percentile service time country_agg_uncached 282.752 163.597 -119.155 ms -42.14%
error rate country_agg_uncached 0 0 0 % 0.00%
Min Throughput country_agg_cached 98.0291 98.7458 0.71669 ops/s +0.73%
Mean Throughput country_agg_cached 98.5475 99.0761 0.52855 ops/s +0.54%
Median Throughput country_agg_cached 98.5959 99.1078 0.51188 ops/s +0.52%
Max Throughput country_agg_cached 98.9141 99.3101 0.39594 ops/s +0.40%
50th percentile latency country_agg_cached 8.23447 2.20719 -6.02729 ms -73.20%
90th percentile latency country_agg_cached 9.80733 3.55142 -6.25591 ms -63.79%
99th percentile latency country_agg_cached 24.1227 3.75186 -20.3709 ms -84.45%
99.9th percentile latency country_agg_cached 51.112 4.03701 -47.075 ms -92.10%
100th percentile latency country_agg_cached 54.635 4.16333 -50.4716 ms -92.38%
50th percentile service time country_agg_cached 6.34274 1.32667 -5.01607 ms -79.08%
90th percentile service time country_agg_cached 7.3655 1.42996 -5.93554 ms -80.59%
99th percentile service time country_agg_cached 9.31422 1.55122 -7.763 ms -83.35%
99.9th percentile service time country_agg_cached 15.6788 1.94708 -13.7318 ms -87.58%
100th percentile service time country_agg_cached 17.5915 2.14455 -15.447 ms -87.81%
error rate country_agg_cached 0 0 0 % 0.00%
Min Throughput scroll 20.0166 20.0513 0.03473 pages/s +0.17%
Mean Throughput scroll 20.0202 20.0623 0.04218 pages/s +0.21%
Median Throughput scroll 20.0199 20.0615 0.04162 pages/s +0.21%
Max Throughput scroll 20.0248 20.0767 0.05195 pages/s +0.26%
50th percentile latency scroll 935.64 274.553 -661.087 ms -70.66%
90th percentile latency scroll 975.407 277.113 -698.294 ms -71.59%
99th percentile latency scroll 1002.02 281.06 -720.957 ms -71.95%
100th percentile latency scroll 1004.42 285.348 -719.074 ms -71.59%
50th percentile service time scroll 932.106 272.4 -659.706 ms -70.78%
90th percentile service time scroll 971.456 275.053 -696.402 ms -71.69%
99th percentile service time scroll 997.966 279.202 -718.763 ms -72.02%
100th percentile service time scroll 999.365 283.054 -716.312 ms -71.68%
error rate scroll 0 0 0 % 0.00%
Min Throughput expression 1.497 1.50227 0.00527 ops/s +0.35%
Mean Throughput expression 1.50082 1.50275 0.00192 ops/s +0.13%
Median Throughput expression 1.501 1.50271 0.00171 ops/s +0.11%
Max Throughput expression 1.50129 1.50337 0.00208 ops/s +0.14%
50th percentile latency expression 574.467 369.977 -204.489 ms -35.60%
90th percentile latency expression 620.85 392.918 -227.932 ms -36.71%
99th percentile latency expression 1048.32 395.532 -652.787 ms -62.27%
100th percentile latency expression 1105.85 395.931 -709.923 ms -64.20%
50th percentile service time expression 570.741 368.595 -202.146 ms -35.42%
90th percentile service time expression 606.425 390.91 -215.515 ms -35.54%
99th percentile service time expression 730.745 394.335 -336.411 ms -46.04%
100th percentile service time expression 1039.14 394.361 -644.778 ms -62.05%
error rate expression 0 0 0 % 0.00%
Min Throughput painless_static 1.36176 1.40025 0.03849 ops/s +2.83%
Mean Throughput painless_static 1.36391 1.4003 0.03639 ops/s +2.67%
Median Throughput painless_static 1.36395 1.4003 0.03635 ops/s +2.67%
Max Throughput painless_static 1.36602 1.40037 0.03436 ops/s +2.52%
50th percentile latency painless_static 5253.4 522.03 -4731.37 ms -90.06%
90th percentile latency painless_static 6247 670.054 -5576.95 ms -89.27%
99th percentile latency painless_static 6314.13 679.132 -5635 ms -89.24%
100th percentile latency painless_static 6374.31 679.63 -5694.68 ms -89.34%
50th percentile service time painless_static 718.69 520.777 -197.913 ms -27.54%
90th percentile service time painless_static 786.669 668.682 -117.987 ms -15.00%
99th percentile service time painless_static 853.467 678.021 -175.446 ms -20.56%
100th percentile service time painless_static 870.085 678.356 -191.728 ms -22.04%
error rate painless_static 0 0 0 % 0.00%
Min Throughput painless_dynamic 1.37183 1.40237 0.03054 ops/s +2.23%
Mean Throughput painless_dynamic 1.37424 1.40288 0.02864 ops/s +2.08%
Median Throughput painless_dynamic 1.37429 1.40284 0.02855 ops/s +2.08%
Max Throughput painless_dynamic 1.37667 1.40354 0.02687 ops/s +1.95%
50th percentile latency painless_dynamic 4093.53 476.758 -3616.77 ms -88.35%
90th percentile latency painless_dynamic 4398.87 567.341 -3831.53 ms -87.10%
99th percentile latency painless_dynamic 4678.77 573.136 -4105.64 ms -87.75%
100th percentile latency painless_dynamic 4679.02 573.582 -4105.44 ms -87.74%
50th percentile service time painless_dynamic 712.14 475.608 -236.533 ms -33.21%
90th percentile service time painless_dynamic 776.027 565.836 -210.191 ms -27.09%
99th percentile service time painless_dynamic 861.479 571.705 -289.774 ms -33.64%
100th percentile service time painless_dynamic 924.204 571.854 -352.35 ms -38.12%
error rate painless_dynamic 0 0 0 % 0.00%
Min Throughput decay_geo_gauss_function_score 1.00149 1.00215 0.00066 ops/s +0.07%
Mean Throughput decay_geo_gauss_function_score 1.00181 1.00262 0.00081 ops/s +0.08%
Median Throughput decay_geo_gauss_function_score 1.00179 1.00258 0.00079 ops/s +0.08%
Max Throughput decay_geo_gauss_function_score 1.00223 1.00322 0.00099 ops/s +0.10%
50th percentile latency decay_geo_gauss_function_score 564.677 356.826 -207.851 ms -36.81%
90th percentile latency decay_geo_gauss_function_score 591.257 453.901 -137.356 ms -23.23%
99th percentile latency decay_geo_gauss_function_score 630.058 468.547 -161.511 ms -25.63%
100th percentile latency decay_geo_gauss_function_score 657.957 469.383 -188.574 ms -28.66%
50th percentile service time decay_geo_gauss_function_score 561.248 355.027 -206.221 ms -36.74%
90th percentile service time decay_geo_gauss_function_score 588.365 452.346 -136.019 ms -23.12%
99th percentile service time decay_geo_gauss_function_score 628.058 466.69 -161.368 ms -25.69%
100th percentile service time decay_geo_gauss_function_score 655.394 467.619 -187.775 ms -28.65%
error rate decay_geo_gauss_function_score 0 0 0 % 0.00%
Min Throughput decay_geo_gauss_script_score 1.00128 1.0023 0.00102 ops/s +0.10%
Mean Throughput decay_geo_gauss_script_score 1.00156 1.0028 0.00125 ops/s +0.12%
Median Throughput decay_geo_gauss_script_score 1.00154 1.00277 0.00123 ops/s +0.12%
Max Throughput decay_geo_gauss_script_score 1.00192 1.00345 0.00153 ops/s +0.15%
50th percentile latency decay_geo_gauss_script_score 608.728 366.003 -242.726 ms -39.87%
90th percentile latency decay_geo_gauss_script_score 660.086 383.925 -276.161 ms -41.84%
99th percentile latency decay_geo_gauss_script_score 774.336 388.542 -385.794 ms -49.82%
100th percentile latency decay_geo_gauss_script_score 911.535 390.657 -520.878 ms -57.14%
50th percentile service time decay_geo_gauss_script_score 605.578 363.418 -242.16 ms -39.99%
90th percentile service time decay_geo_gauss_script_score 656.065 382.071 -273.994 ms -41.76%
99th percentile service time decay_geo_gauss_script_score 771.331 387.273 -384.058 ms -49.79%
100th percentile service time decay_geo_gauss_script_score 908.822 389.215 -519.606 ms -57.17%
error rate decay_geo_gauss_script_score 0 0 0 % 0.00%
Min Throughput field_value_function_score 1.50331 1.50421 0.00091 ops/s +0.06%
Mean Throughput field_value_function_score 1.50402 1.50513 0.00111 ops/s +0.07%
Median Throughput field_value_function_score 1.50397 1.50506 0.00109 ops/s +0.07%
Max Throughput field_value_function_score 1.50494 1.5063 0.00136 ops/s +0.09%
50th percentile latency field_value_function_score 233.143 153.227 -79.9163 ms -34.28%
90th percentile latency field_value_function_score 251.038 154.52 -96.5185 ms -38.45%
99th percentile latency field_value_function_score 285.809 155.19 -130.619 ms -45.70%
100th percentile latency field_value_function_score 312.219 157.593 -154.627 ms -49.53%
50th percentile service time field_value_function_score 229.749 151.663 -78.0862 ms -33.99%
90th percentile service time field_value_function_score 247.685 152.757 -94.9279 ms -38.33%
99th percentile service time field_value_function_score 282.528 153.311 -129.216 ms -45.74%
100th percentile service time field_value_function_score 309.824 156.057 -153.767 ms -49.63%
error rate field_value_function_score 0 0 0 % 0.00%
Min Throughput field_value_script_score 1.50262 1.50329 0.00067 ops/s +0.04%
Mean Throughput field_value_script_score 1.50319 1.504 0.00082 ops/s +0.05%
Median Throughput field_value_script_score 1.50315 1.50395 0.00081 ops/s +0.05%
Max Throughput field_value_script_score 1.50392 1.50492 0.001 ops/s +0.07%
50th percentile latency field_value_script_score 311.336 199.229 -112.108 ms -36.01%
90th percentile latency field_value_script_score 332.198 227.91 -104.288 ms -31.39%
99th percentile latency field_value_script_score 360.788 229.915 -130.873 ms -36.27%
100th percentile latency field_value_script_score 374.765 229.939 -144.827 ms -38.64%
50th percentile service time field_value_script_score 308.35 197.675 -110.674 ms -35.89%
90th percentile service time field_value_script_score 329.331 226.234 -103.097 ms -31.30%
99th percentile service time field_value_script_score 358.523 228.173 -130.35 ms -36.36%
100th percentile service time field_value_script_score 371.703 228.252 -143.451 ms -38.59%
error rate field_value_script_score 0 0 0 % 0.00%
Min Throughput large_terms 0.70031 1.09501 0.3947 ops/s +56.36%
Mean Throughput large_terms 0.701716 1.09888 0.39716 ops/s +56.60%
Median Throughput large_terms 0.70183 1.09941 0.39758 ops/s +56.65%
Max Throughput large_terms 0.702593 1.09952 0.39693 ops/s +56.50%
50th percentile latency large_terms 130316 843.65 -129472 ms -99.35%
90th percentile latency large_terms 150480 1297.77 -149183 ms -99.14%
99th percentile latency large_terms 155050 1588.22 -153461 ms -98.98%
100th percentile latency large_terms 155541 1644.61 -153896 ms -98.94%
50th percentile service time large_terms 1402.78 793.322 -609.456 ms -43.45%
90th percentile service time large_terms 1522.88 1004.68 -518.202 ms -34.03%
99th percentile service time large_terms 1685.77 1055.41 -630.358 ms -37.39%
100th percentile service time large_terms 1697.95 1068.26 -629.692 ms -37.09%
error rate large_terms 0 0 0 % 0.00%
Min Throughput large_filtered_terms 0.716747 1.09634 0.3796 ops/s +52.96%
Mean Throughput large_filtered_terms 0.718948 1.09967 0.38073 ops/s +52.96%
Median Throughput large_filtered_terms 0.719148 1.10017 0.38102 ops/s +52.98%
Max Throughput large_filtered_terms 0.721328 1.10023 0.37891 ops/s +52.53%
50th percentile latency large_filtered_terms 121294 825.214 -120469 ms -99.32%
90th percentile latency large_filtered_terms 139787 1360.33 -138426 ms -99.03%
99th percentile latency large_filtered_terms 143555 1632.42 -141922 ms -98.86%
100th percentile latency large_filtered_terms 144007 1739.11 -142268 ms -98.79%
50th percentile service time large_filtered_terms 1336.71 776.544 -560.162 ms -41.91%
90th percentile service time large_filtered_terms 1437.57 1010.85 -426.712 ms -29.68%
99th percentile service time large_filtered_terms 1534.84 1027.73 -507.111 ms -33.04%
100th percentile service time large_filtered_terms 1608.58 1028.42 -580.161 ms -36.07%
error rate large_filtered_terms 0 0 0 % 0.00%
Min Throughput large_prohibited_terms 0.764314 1.10038 0.33606 ops/s +43.97%
Mean Throughput large_prohibited_terms 0.765183 1.10118 0.336 ops/s +43.91%
Median Throughput large_prohibited_terms 0.765183 1.1012 0.33602 ops/s +43.91%
Max Throughput large_prohibited_terms 0.766181 1.10153 0.33535 ops/s +43.77%
50th percentile latency large_prohibited_terms 100543 730.487 -99812.4 ms -99.27%
90th percentile latency large_prohibited_terms 115948 962.73 -114985 ms -99.17%
99th percentile latency large_prohibited_terms 119605 1034.15 -118571 ms -99.14%
100th percentile latency large_prohibited_terms 119973 1072.78 -118900 ms -99.11%
50th percentile service time large_prohibited_terms 1285.91 721.203 -564.708 ms -43.92%
90th percentile service time large_prohibited_terms 1364.73 948.695 -416.037 ms -30.48%
99th percentile service time large_prohibited_terms 1422.91 980.796 -442.11 ms -31.07%
100th percentile service time large_prohibited_terms 1549.23 981.748 -567.486 ms -36.63%
error rate large_prohibited_terms 0 0 0 % 0.00%
Min Throughput desc_sort_population 1.50404 1.50495 0.0009 ops/s +0.06%
Mean Throughput desc_sort_population 1.50492 1.50601 0.0011 ops/s +0.07%
Median Throughput desc_sort_population 1.50486 1.50594 0.00108 ops/s +0.07%
Max Throughput desc_sort_population 1.50605 1.50739 0.00135 ops/s +0.09%
50th percentile latency desc_sort_population 132.838 5.905 -126.933 ms -95.55%
90th percentile latency desc_sort_population 159.14 6.52853 -152.612 ms -95.90%
99th percentile latency desc_sort_population 203.566 7.48285 -196.083 ms -96.32%
100th percentile latency desc_sort_population 203.727 20.853 -182.874 ms -89.76%
50th percentile service time desc_sort_population 129.921 4.25778 -125.663 ms -96.72%
90th percentile service time desc_sort_population 156.229 4.72687 -151.502 ms -96.97%
99th percentile service time desc_sort_population 199.158 5.13531 -194.023 ms -97.42%
100th percentile service time desc_sort_population 201.734 5.2777 -196.456 ms -97.38%
error rate desc_sort_population 0 0 0 % 0.00%
Min Throughput asc_sort_population 1.50401 1.50498 0.00097 ops/s +0.06%
Mean Throughput asc_sort_population 1.50487 1.50605 0.00118 ops/s +0.08%
Median Throughput asc_sort_population 1.50481 1.50597 0.00117 ops/s +0.08%
Max Throughput asc_sort_population 1.506 1.50744 0.00145 ops/s +0.10%
50th percentile latency asc_sort_population 133.359 4.7729 -128.586 ms -96.42%
90th percentile latency asc_sort_population 150.576 5.16395 -145.412 ms -96.57%
99th percentile latency asc_sort_population 202.662 5.44302 -197.219 ms -97.31%
100th percentile latency asc_sort_population 212.678 5.66065 -207.017 ms -97.34%
50th percentile service time asc_sort_population 130.053 3.20099 -126.852 ms -97.54%
90th percentile service time asc_sort_population 147.905 3.41251 -144.492 ms -97.69%
99th percentile service time asc_sort_population 198.273 3.64318 -194.63 ms -98.16%
100th percentile service time asc_sort_population 208.172 3.72181 -204.45 ms -98.21%
error rate asc_sort_population 0 0 0 % 0.00%
Min Throughput asc_sort_with_after_population 1.50332 1.50495 0.00163 ops/s +0.11%
Mean Throughput asc_sort_with_after_population 1.50403 1.50602 0.00199 ops/s +0.13%
Median Throughput asc_sort_with_after_population 1.50398 1.50594 0.00196 ops/s +0.13%
Max Throughput asc_sort_with_after_population 1.50495 1.5074 0.00245 ops/s +0.16%
50th percentile latency asc_sort_with_after_population 163.38 7.24684 -156.133 ms -95.56%
90th percentile latency asc_sort_with_after_population 177.434 8.04922 -169.385 ms -95.46%
99th percentile latency asc_sort_with_after_population 218.577 8.69575 -209.881 ms -96.02%
100th percentile latency asc_sort_with_after_population 222.619 8.75179 -213.867 ms -96.07%
50th percentile service time asc_sort_with_after_population 160.308 5.42976 -154.878 ms -96.61%
90th percentile service time asc_sort_with_after_population 175.086 6.06279 -169.023 ms -96.54%
99th percentile service time asc_sort_with_after_population 215.906 6.7154 -209.191 ms -96.89%
100th percentile service time asc_sort_with_after_population 219.309 7.014 -212.295 ms -96.80%
error rate asc_sort_with_after_population 0 0 0 % 0.00%
Min Throughput desc_sort_geonameid 6.01749 6.01935 0.00187 ops/s +0.03%
Mean Throughput desc_sort_geonameid 6.02077 6.02308 0.00232 ops/s +0.04%
Median Throughput desc_sort_geonameid 6.02056 6.02284 0.00228 ops/s +0.04%
Max Throughput desc_sort_geonameid 6.02488 6.0279 0.00302 ops/s +0.05%
50th percentile latency desc_sort_geonameid 22.7152 7.85228 -14.8629 ms -65.43%
90th percentile latency desc_sort_geonameid 28.2659 8.78193 -19.4839 ms -68.93%
99th percentile latency desc_sort_geonameid 39.8762 15.9492 -23.927 ms -60.00%
100th percentile latency desc_sort_geonameid 44.3699 34.1025 -10.2674 ms -23.14%
50th percentile service time desc_sort_geonameid 19.9846 6.65126 -13.3334 ms -66.72%
90th percentile service time desc_sort_geonameid 24.4043 7.60567 -16.7987 ms -68.83%
99th percentile service time desc_sort_geonameid 36.3986 14.6666 -21.732 ms -59.71%
100th percentile service time desc_sort_geonameid 42.6039 32.8218 -9.78216 ms -22.96%
error rate desc_sort_geonameid 0 0 0 % 0.00%
Min Throughput desc_sort_with_after_geonameid 5.99561 6.01698 0.02137 ops/s +0.36%
Mean Throughput desc_sort_with_after_geonameid 6.00093 6.02033 0.01941 ops/s +0.32%
Median Throughput desc_sort_with_after_geonameid 6.00129 6.02012 0.01883 ops/s +0.31%
Max Throughput desc_sort_with_after_geonameid 6.00156 6.0246 0.02304 ops/s +0.38%
50th percentile latency desc_sort_with_after_geonameid 137.807 34.6935 -103.114 ms -74.82%
90th percentile latency desc_sort_with_after_geonameid 148.569 36.3943 -112.175 ms -75.50%
99th percentile latency desc_sort_with_after_geonameid 173.545 37.0442 -136.5 ms -78.65%
100th percentile latency desc_sort_with_after_geonameid 208.123 38.3267 -169.796 ms -81.58%
50th percentile service time desc_sort_with_after_geonameid 134.858 33.627 -101.231 ms -75.06%
90th percentile service time desc_sort_with_after_geonameid 145.368 35.3035 -110.064 ms -75.71%
99th percentile service time desc_sort_with_after_geonameid 158.937 35.6335 -123.304 ms -77.58%
100th percentile service time desc_sort_with_after_geonameid 206.531 37.2963 -169.234 ms -81.94%
error rate desc_sort_with_after_geonameid 0 0 0 % 0.00%
Min Throughput asc_sort_geonameid 6.01734 6.01961 0.00226 ops/s +0.04%
Mean Throughput asc_sort_geonameid 6.02066 6.02344 0.00277 ops/s +0.05%
Median Throughput asc_sort_geonameid 6.02037 6.02315 0.00278 ops/s +0.05%
Max Throughput asc_sort_geonameid 6.02504 6.02823 0.00319 ops/s +0.05%
50th percentile latency asc_sort_geonameid 21.1056 5.19894 -15.9067 ms -75.37%
90th percentile latency asc_sort_geonameid 25.7842 5.72657 -20.0577 ms -77.79%
99th percentile latency asc_sort_geonameid 82.6892 6.14229 -76.5469 ms -92.57%
100th percentile latency asc_sort_geonameid 231.711 6.42868 -225.283 ms -97.23%
50th percentile service time asc_sort_geonameid 18.0415 4.10264 -13.9389 ms -77.26%
90th percentile service time asc_sort_geonameid 22.1162 4.38463 -17.7316 ms -80.17%
99th percentile service time asc_sort_geonameid 26.4773 4.7523 -21.725 ms -82.05%
100th percentile service time asc_sort_geonameid 228.378 4.96814 -223.41 ms -97.82%
error rate asc_sort_geonameid 0 0 0 % 0.00%
Min Throughput asc_sort_with_after_geonameid 6.00472 6.01949 0.01476 ops/s +0.25%
Mean Throughput asc_sort_with_after_geonameid 6.00565 6.02328 0.01763 ops/s +0.29%
Median Throughput asc_sort_with_after_geonameid 6.00558 6.02298 0.01741 ops/s +0.29%
Max Throughput asc_sort_with_after_geonameid 6.0068 6.02801 0.02121 ops/s +0.35%
50th percentile latency asc_sort_with_after_geonameid 128.283 6.02854 -122.254 ms -95.30%
90th percentile latency asc_sort_with_after_geonameid 145.555 6.77661 -138.779 ms -95.34%
99th percentile latency asc_sort_with_after_geonameid 176.402 7.63198 -168.77 ms -95.67%
100th percentile latency asc_sort_with_after_geonameid 188.698 20.408 -168.29 ms -89.18%
50th percentile service time asc_sort_with_after_geonameid 125.161 4.78762 -120.374 ms -96.17%
90th percentile service time asc_sort_with_after_geonameid 142.971 5.49384 -137.477 ms -96.16%
99th percentile service time asc_sort_with_after_geonameid 173.329 6.10253 -167.226 ms -96.48%
100th percentile service time asc_sort_with_after_geonameid 186.923 6.22335 -180.699 ms -96.67%
error rate asc_sort_with_after_geonameid 0 0 0 % 0.00%

单节点 本地 4c/16g 空闲机器 对比华为云 4c/16g ssd极速型硬盘 ecs 自建

Metric Task Baseline Contender Diff Unit Diff %
Cumulative indexing time of primary shards 16.09 18.5679 2.47787 min +15.40%
Min cumulative indexing time across primary shard 0.01505 0.0172167 0.00217 min +14.40%
Median cumulative indexing time across primary shard 8.04501 9.28394 1.23893 min +15.40%
Max cumulative indexing time across primary shard 16.075 18.5507 2.4757 min +15.40%
Cumulative indexing throttle time of primary shards 0 0 0 min 0.00%
Min cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Median cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Max cumulative indexing throttle time across primary shard 0 0 0 min 0.00%
Cumulative merge time of primary shards 3.91452 5.99657 2.08205 min +53.19%
Cumulative merge count of primary shards 10 10 0 0.00%
Min cumulative merge time across primary shard 0 0 0 min 0.00%
Median cumulative merge time across primary shard 1.95726 2.99828 1.04103 min +53.19%
Max cumulative merge time across primary shard 3.91452 5.99657 2.08205 min +53.19%
Cumulative merge throttle time of primary shards 0.92985 1.09325 0.1634 min +17.57%
Min cumulative merge throttle time across primary shard 0 0 0 min 0.00%
Median cumulative merge throttle time across primary shard 0.464925 0.546625 0.0817 min +17.57%
Max cumulative merge throttle time across primary shard 0.92985 1.09325 0.1634 min +17.57%
Cumulative refresh time of primary shards 0.648883 0.738067 0.08918 min +13.74%
Cumulative refresh count of primary shards 37 39 2 +5.41%
Min cumulative refresh time across primary shard 0.00085 0.001 0.00015 min +17.65%
Median cumulative refresh time across primary shard 0.324442 0.369033 0.04459 min +13.74%
Max cumulative refresh time across primary shard 0.648033 0.737067 0.08903 min +13.74%
Cumulative flush time of primary shards 1.62392 2.08923 0.46532 min +28.65%
Cumulative flush count of primary shards 14 15 1 +7.14%
Min cumulative flush time across primary shard 0.00165 0.00158333 -7e-05 min -4.04%
Median cumulative flush time across primary shard 0.811958 1.04462 0.23266 min +28.65%
Max cumulative flush time across primary shard 1.62227 2.08765 0.46538 min +28.69%
Total Young Gen GC time 4.048 3.121 -0.927 s -22.90%
Total Young Gen GC count 103 106 3 +2.91%
Total Old Gen GC time 0 0 0 s 0.00%
Total Old Gen GC count 0 0 0 0.00%
Store size 2.77627 2.75111 -0.02516 GB -0.91%
Translog size 1.02445e-07 1.02445e-07 0 GB 0.00%
Heap used for segments 0.22467 0.206959 -0.01771 MB -7.88%
Heap used for doc values 0.00338745 0.0150414 0.01165 MB +344.03%
Heap used for terms 0.177368 0.152405 -0.02496 MB -14.07%
Heap used for norms 0.0237427 0.0202637 -0.00348 MB -14.65%
Heap used for points 0 0 0 MB 0.00%
Heap used for stored fields 0.0201721 0.019249 -0.00092 MB -4.58%
Segment count 36 33 -3 -8.33%
Total Ingest Pipeline count 0 0 0 0.00%
Total Ingest Pipeline time 0 0 0 ms 0.00%
Total Ingest Pipeline failed 0 0 0 0.00%
Min Throughput index-append 39744.9 19086.8 -20658.1 docs/s -51.98%
Mean Throughput index-append 40358.9 35884.9 -4474.02 docs/s -11.09%
Median Throughput index-append 40253 36823.1 -3429.9 docs/s -8.52%
Max Throughput index-append 41756.5 38696.1 -3060.39 docs/s -7.33%
50th percentile latency index-append 851.294 793.666 -57.6279 ms -6.77%
90th percentile latency index-append 1197.12 1513.24 316.117 ms +26.41%
99th percentile latency index-append 3829.86 8444.38 4614.52 ms +120.49%
99.9th percentile latency index-append 9267.9 12472.7 3204.78 ms +34.58%
100th percentile latency index-append 10484.9 13368.2 2883.32 ms +27.50%
50th percentile service time index-append 851.294 793.666 -57.6279 ms -6.77%
90th percentile service time index-append 1197.12 1513.24 316.117 ms +26.41%
99th percentile service time index-append 3829.86 8444.38 4614.52 ms +120.49%
99.9th percentile service time index-append 9267.9 12472.7 3204.78 ms +34.58%
100th percentile service time index-append 10484.9 13368.2 2883.32 ms +27.50%
error rate index-append 0 0 0 % 0.00%
Min Throughput index-stats 90.0179 90.0209 0.00298 ops/s 0.00%
Mean Throughput index-stats 90.0321 90.0357 0.00354 ops/s 0.00%
Median Throughput index-stats 90.0317 90.0294 -0.00231 ops/s -0.00%
Max Throughput index-stats 90.0515 90.0576 0.00605 ops/s 0.01%
50th percentile latency index-stats 2.96345 2.34789 -0.61556 ms -20.77%
90th percentile latency index-stats 3.9218 3.17006 -0.75174 ms -19.17%
99th percentile latency index-stats 4.51864 3.51381 -1.00483 ms -22.24%
99.9th percentile latency index-stats 5.11737 3.76242 -1.35495 ms -26.48%
100th percentile latency index-stats 6.02338 3.79418 -2.22921 ms -37.01%
50th percentile service time index-stats 1.53906 1.05236 -0.4867 ms -31.62%
90th percentile service time index-stats 1.98348 1.29436 -0.68913 ms -34.74%
99th percentile service time index-stats 2.34933 1.48836 -0.86097 ms -36.65%
99.9th percentile service time index-stats 2.47557 1.65963 -0.81594 ms -32.96%
100th percentile service time index-stats 2.55461 1.71979 -0.83482 ms -32.68%
error rate index-stats 0 0 0 % 0.00%
Min Throughput node-stats 90.0129 90.019 0.00618 ops/s 0.01%
Mean Throughput node-stats 90.0294 90.0458 0.01636 ops/s +0.02%
Median Throughput node-stats 90.0239 90.032 0.00813 ops/s 0.01%
Max Throughput node-stats 90.0943 90.1152 0.02098 ops/s +0.02%
50th percentile latency node-stats 3.38549 2.91556 -0.46993 ms -13.88%
90th percentile latency node-stats 3.9762 4.03897 0.06277 ms +1.58%
99th percentile latency node-stats 5.48826 4.85935 -0.62891 ms -11.46%
99.9th percentile latency node-stats 12.7292 7.44358 -5.28559 ms -41.52%
100th percentile latency node-stats 21.1286 13.2204 -7.90824 ms -37.43%
50th percentile service time node-stats 2.32925 1.81642 -0.51282 ms -22.02%
90th percentile service time node-stats 2.70732 2.10635 -0.60097 ms -22.20%
99th percentile service time node-stats 4.29528 3.16769 -1.12759 ms -26.25%
99.9th percentile service time node-stats 5.45358 3.7618 -1.69177 ms -31.02%
100th percentile service time node-stats 5.6446 5.80831 0.16371 ms +2.90%
error rate node-stats 0 0 0 % 0.00%
Min Throughput default 50.0107 50.0154 0.00474 ops/s 0.01%
Mean Throughput default 50.0172 50.0269 0.00966 ops/s +0.02%
Median Throughput default 50.0154 50.0241 0.00867 ops/s +0.02%
Max Throughput default 50.0287 50.0469 0.01824 ops/s +0.04%
50th percentile latency default 3.29773 2.75018 -0.54755 ms -16.60%
90th percentile latency default 4.40518 3.54637 -0.85881 ms -19.50%
99th percentile latency default 5.00603 4.08578 -0.92025 ms -18.38%
99.9th percentile latency default 5.69612 4.33826 -1.35786 ms -23.84%
100th percentile latency default 9.41602 8.71383 -0.70219 ms -7.46%
50th percentile service time default 2.04989 1.38708 -0.66281 ms -32.33%
90th percentile service time default 2.47931 1.65455 -0.82476 ms -33.27%
99th percentile service time default 2.98558 1.98067 -1.0049 ms -33.66%
99.9th percentile service time default 3.31567 2.73225 -0.58343 ms -17.60%
100th percentile service time default 7.21494 7.53328 0.31834 ms +4.41%
error rate default 0 0 0 % 0.00%
Min Throughput term 99.9906 100.002 0.01172 ops/s +0.01%
Mean Throughput term 99.9962 100.016 0.01942 ops/s +0.02%
Median Throughput term 99.9959 100.017 0.02099 ops/s +0.02%
Max Throughput term 100.001 100.028 0.02724 ops/s +0.03%
50th percentile latency term 2.82382 2.13667 -0.68715 ms -24.33%
90th percentile latency term 3.368 3.44556 0.07756 ms +2.30%
99th percentile latency term 3.81317 3.76158 -0.05158 ms -1.35%
99.9th percentile latency term 3.99666 4.05415 0.05748 ms +1.44%
100th percentile latency term 4.74241 4.19651 -0.5459 ms -11.51%
50th percentile service time term 1.79677 1.24846 -0.5483 ms -30.52%
90th percentile service time term 2.15131 1.53215 -0.61916 ms -28.78%
99th percentile service time term 2.50393 1.67603 -0.8279 ms -33.06%
99.9th percentile service time term 2.65647 1.80818 -0.84829 ms -31.93%
100th percentile service time term 3.56738 1.81722 -1.75016 ms -49.06%
error rate term 0 0 0 % 0.00%
Min Throughput phrase 109.778 109.86 0.08145 ops/s +0.07%
Mean Throughput phrase 109.869 109.918 0.04897 ops/s +0.04%
Median Throughput phrase 109.879 109.922 0.0426 ops/s +0.04%
Max Throughput phrase 109.917 109.947 0.03024 ops/s +0.03%
50th percentile latency phrase 3.16698 2.39986 -0.76713 ms -24.22%
90th percentile latency phrase 3.69103 2.81989 -0.87114 ms -23.60%
99th percentile latency phrase 49.2015 3.07744 -46.1241 ms -93.75%
99.9th percentile latency phrase 100.292 9.08555 -91.2068 ms -90.94%
100th percentile latency phrase 101.432 16.0969 -85.3355 ms -84.13%
50th percentile service time phrase 2.06835 1.53385 -0.5345 ms -25.84%
90th percentile service time phrase 2.39581 1.72102 -0.67479 ms -28.17%
99th percentile service time phrase 2.78252 1.87132 -0.9112 ms -32.75%
99.9th percentile service time phrase 17.5412 2.02091 -15.5203 ms -88.48%
100th percentile service time phrase 90.1005 2.96753 -87.133 ms -96.71%
error rate phrase 0 0 0 % 0.00%
Min Throughput country_agg_uncached 1.83004 1.47739 -0.35266 ops/s -19.27%
Mean Throughput country_agg_uncached 1.83427 1.47793 -0.35634 ops/s -19.43%
Median Throughput country_agg_uncached 1.83384 1.47787 -0.35597 ops/s -19.41%
Max Throughput country_agg_uncached 1.83873 1.47859 -0.36014 ops/s -19.59%
50th percentile latency country_agg_uncached 53420.5 86324.1 32903.6 ms +61.59%
90th percentile latency country_agg_uncached 61355.4 99844.6 38489.2 ms +62.73%
99th percentile latency country_agg_uncached 63241.3 102878 39636.3 ms +62.67%
100th percentile latency country_agg_uncached 63439.8 103214 39774 ms +62.70%
50th percentile service time country_agg_uncached 533.894 673.671 139.777 ms +26.18%
90th percentile service time country_agg_uncached 566.406 679.435 113.029 ms +19.96%
99th percentile service time country_agg_uncached 607.098 700.349 93.251 ms +15.36%
100th percentile service time country_agg_uncached 619.904 709.673 89.7692 ms +14.48%
error rate country_agg_uncached 0 0 0 % 0.00%
Min Throughput country_agg_cached 95.2592 93.9223 -1.33684 ops/s -1.40%
Mean Throughput country_agg_cached 96.5136 95.5299 -0.9837 ops/s -1.02%
Median Throughput country_agg_cached 96.6336 95.6843 -0.94929 ops/s -0.98%
Max Throughput country_agg_cached 97.3925 96.6534 -0.73908 ops/s -0.76%
50th percentile latency country_agg_cached 2.56495 2.10598 -0.45897 ms -17.89%
90th percentile latency country_agg_cached 3.1309 3.20265 0.07175 ms +2.29%
99th percentile latency country_agg_cached 4.12166 3.45173 -0.66992 ms -16.25%
99.9th percentile latency country_agg_cached 15.5686 9.32403 -6.24452 ms -40.11%
100th percentile latency country_agg_cached 23.9318 16.6917 -7.24019 ms -30.25%
50th percentile service time country_agg_cached 1.42584 0.971177 -0.45467 ms -31.89%
90th percentile service time country_agg_cached 1.74877 1.09829 -0.65048 ms -37.20%
99th percentile service time country_agg_cached 2.31281 1.27297 -1.03985 ms -44.96%
99.9th percentile service time country_agg_cached 2.50134 2.72571 0.22437 ms +8.97%
100th percentile service time country_agg_cached 2.55341 7.1512 4.59779 ms +180.06%
error rate country_agg_cached 0 0 0 % 0.00%
Min Throughput scroll 20.0505 20.0525 0.00201 pages/s +0.01%
Mean Throughput scroll 20.0614 20.0638 0.00245 pages/s +0.01%
Median Throughput scroll 20.0605 20.063 0.00244 pages/s +0.01%
Max Throughput scroll 20.0755 20.0785 0.00301 pages/s +0.02%
50th percentile latency scroll 250.891 199.471 -51.4196 ms -20.49%
90th percentile latency scroll 260.817 203.863 -56.9534 ms -21.84%
99th percentile latency scroll 288.016 211.689 -76.3263 ms -26.50%
100th percentile latency scroll 305.909 212.859 -93.0499 ms -30.42%
50th percentile service time scroll 247.938 197.329 -50.6092 ms -20.41%
90th percentile service time scroll 258.743 202.14 -56.6028 ms -21.88%
99th percentile service time scroll 284.768 210.014 -74.7546 ms -26.25%
100th percentile service time scroll 303.61 211.037 -92.5725 ms -30.49%
error rate scroll 0 0 0 % 0.00%
Min Throughput expression 0.653385 0.676101 0.02272 ops/s +3.48%
Mean Throughput expression 0.653872 0.676373 0.0225 ops/s +3.44%
Median Throughput expression 0.653745 0.676338 0.02259 ops/s +3.46%
Max Throughput expression 0.65465 0.676644 0.02199 ops/s +3.36%
50th percentile latency expression 216819 203959 -12860.2 ms -5.93%
90th percentile latency expression 250899 235926 -14973.2 ms -5.97%
99th percentile latency expression 258581 243145 -15436.3 ms -5.97%
100th percentile latency expression 259429 243949 -15480.5 ms -5.97%
50th percentile service time expression 1522.01 1472.8 -49.2135 ms -3.23%
90th percentile service time expression 1561.91 1491.59 -70.3139 ms -4.50%
99th percentile service time expression 1727.44 1508.48 -218.954 ms -12.68%
100th percentile service time expression 1739.61 1666.98 -72.6371 ms -4.18%
error rate expression 0 0 0 % 0.00%
Min Throughput painless_static 0.526541 0.521022 -0.00552 ops/s -1.05%
Mean Throughput painless_static 0.526883 0.521404 -0.00548 ops/s -1.04%
Median Throughput painless_static 0.526806 0.52142 -0.00539 ops/s -1.02%
Max Throughput painless_static 0.527652 0.521675 -0.00598 ops/s -1.13%
50th percentile latency painless_static 296295 301766 5471.62 ms +1.85%
90th percentile latency painless_static 343938 349180 5241.64 ms +1.52%
99th percentile latency painless_static 354079 359835 5755.94 ms +1.63%
100th percentile latency painless_static 355204 361018 5814.11 ms +1.64%
50th percentile service time painless_static 1872.13 1909.76 37.6265 ms +2.01%
90th percentile service time painless_static 1969.3 1924.5 -44.805 ms -2.28%
99th percentile service time painless_static 2143.13 1946.09 -197.041 ms -9.19%
100th percentile service time painless_static 2187.34 1949.69 -237.651 ms -10.86%
error rate painless_static 0 0 0 % 0.00%
Min Throughput painless_dynamic 0.525963 0.527194 0.00123 ops/s +0.23%
Mean Throughput painless_dynamic 0.526744 0.527461 0.00072 ops/s +0.14%
Median Throughput painless_dynamic 0.526769 0.527468 0.0007 ops/s +0.13%
Max Throughput painless_dynamic 0.527383 0.527632 0.00025 ops/s +0.05%
50th percentile latency painless_dynamic 296834 296218 -616.251 ms -0.21%
90th percentile latency painless_dynamic 344584 342847 -1736.66 ms -0.50%
99th percentile latency painless_dynamic 355019 353376 -1643.01 ms -0.46%
100th percentile latency painless_dynamic 356247 354538 -1709 ms -0.48%
50th percentile service time painless_dynamic 1887.63 1889.94 2.3162 ms +0.12%
90th percentile service time painless_dynamic 1954.85 1903.43 -51.4274 ms -2.63%
99th percentile service time painless_dynamic 2170.38 1914.45 -255.928 ms -11.79%
100th percentile service time painless_dynamic 2194.82 1921.54 -273.277 ms -12.45%
error rate painless_dynamic 0 0 0 % 0.00%
Min Throughput decay_geo_gauss_function_score 0.596783 0.608765 0.01198 ops/s +2.01%
Mean Throughput decay_geo_gauss_function_score 0.597456 0.608867 0.01141 ops/s +1.91%
Median Throughput decay_geo_gauss_function_score 0.597474 0.608862 0.01139 ops/s +1.91%
Max Throughput decay_geo_gauss_function_score 0.597965 0.608979 0.01101 ops/s +1.84%
50th percentile latency decay_geo_gauss_function_score 169389 161912 -7477.18 ms -4.41%
90th percentile latency decay_geo_gauss_function_score 196077 187374 -8703.57 ms -4.44%
99th percentile latency decay_geo_gauss_function_score 201935 193098 -8837.78 ms -4.38%
100th percentile latency decay_geo_gauss_function_score 202589 193740 -8849.32 ms -4.37%
50th percentile service time decay_geo_gauss_function_score 1653.17 1638.94 -14.2339 ms -0.86%
90th percentile service time decay_geo_gauss_function_score 1712.76 1655.93 -56.837 ms -3.32%
99th percentile service time decay_geo_gauss_function_score 1896.59 1667.26 -229.333 ms -12.09%
100th percentile service time decay_geo_gauss_function_score 1905.62 1667.8 -237.822 ms -12.48%
error rate decay_geo_gauss_function_score 0 0 0 % 0.00%
Min Throughput decay_geo_gauss_script_score 0.542484 0.584074 0.04159 ops/s +7.67%
Mean Throughput decay_geo_gauss_script_score 0.543283 0.584181 0.0409 ops/s +7.53%
Median Throughput decay_geo_gauss_script_score 0.54334 0.584167 0.04083 ops/s +7.51%
Max Throughput decay_geo_gauss_script_score 0.543928 0.584332 0.0404 ops/s +7.43%
50th percentile latency decay_geo_gauss_script_score 211576 179154 -32421.7 ms -15.32%
90th percentile latency decay_geo_gauss_script_score 244558 207415 -37143.2 ms -15.19%
99th percentile latency decay_geo_gauss_script_score 251952 213776 -38176.2 ms -15.15%
100th percentile latency decay_geo_gauss_script_score 252754 214483 -38271.1 ms -15.14%
50th percentile service time decay_geo_gauss_script_score 1818.36 1709.5 -108.859 ms -5.99%
90th percentile service time decay_geo_gauss_script_score 1884.51 1721.94 -162.573 ms -8.63%
99th percentile service time decay_geo_gauss_script_score 1984.48 1732.15 -252.327 ms -12.72%
100th percentile service time decay_geo_gauss_script_score 2056.98 1818.56 -238.42 ms -11.59%
error rate decay_geo_gauss_script_score 0 0 0 % 0.00%
Min Throughput field_value_function_score 1.49977 1.50048 0.00071 ops/s +0.05%
Mean Throughput field_value_function_score 1.50047 1.50058 0.00011 ops/s 0.01%
Median Throughput field_value_function_score 1.50049 1.50058 8e-05 ops/s 0.01%
Max Throughput field_value_function_score 1.50061 1.50072 0.00011 ops/s 0.01%
50th percentile latency field_value_function_score 611.622 590.223 -21.3998 ms -3.50%
90th percentile latency field_value_function_score 649.179 601.532 -47.6467 ms -7.34%
99th percentile latency field_value_function_score 748.511 608.209 -140.301 ms -18.74%
100th percentile latency field_value_function_score 752.205 612.047 -140.158 ms -18.63%
50th percentile service time field_value_function_score 610.134 589.233 -20.9012 ms -3.43%
90th percentile service time field_value_function_score 639.376 600.4 -38.976 ms -6.10%
99th percentile service time field_value_function_score 697.256 606.689 -90.567 ms -12.99%
100th percentile service time field_value_function_score 719.566 609.771 -109.795 ms -15.26%
error rate field_value_function_score 0 0 0 % 0.00%
Min Throughput field_value_script_score 1.11749 1.13228 0.01479 ops/s +1.32%
Mean Throughput field_value_script_score 1.11802 1.13254 0.01453 ops/s +1.30%
Median Throughput field_value_script_score 1.11801 1.13253 0.01452 ops/s +1.30%
Max Throughput field_value_script_score 1.11867 1.13279 0.01412 ops/s +1.26%
50th percentile latency field_value_script_score 57649 54848.9 -2800.09 ms -4.86%
90th percentile latency field_value_script_score 66642.7 63382 -3260.68 ms -4.89%
99th percentile latency field_value_script_score 68639.2 65306.5 -3332.71 ms -4.86%
100th percentile latency field_value_script_score 68860.1 65525 -3335.18 ms -4.84%
50th percentile service time field_value_script_score 884.705 882.647 -2.05771 ms -0.23%
90th percentile service time field_value_script_score 914.135 895.946 -18.1894 ms -1.99%
99th percentile service time field_value_script_score 992.57 903.947 -88.6227 ms -8.93%
100th percentile service time field_value_script_score 998.737 904.089 -94.6477 ms -9.48%
error rate field_value_script_score 0 0 0 % 0.00%
Min Throughput large_terms 1.0996 1.09875 -0.00085 ops/s -0.08%
Mean Throughput large_terms 1.09982 1.09898 -0.00085 ops/s -0.08%
Median Throughput large_terms 1.09983 1.09899 -0.00084 ops/s -0.08%
Max Throughput large_terms 1.09986 1.09915 -0.0007 ops/s -0.06%
50th percentile latency large_terms 793.429 749.603 -43.8258 ms -5.52%
90th percentile latency large_terms 839.728 753.12 -86.6082 ms -10.31%
99th percentile latency large_terms 903.821 761.15 -142.672 ms -15.79%
100th percentile latency large_terms 950.348 764.197 -186.152 ms -19.59%
50th percentile service time large_terms 783.509 742.215 -41.2938 ms -5.27%
90th percentile service time large_terms 829.261 745.883 -83.3778 ms -10.05%
99th percentile service time large_terms 893.907 754.626 -139.281 ms -15.58%
100th percentile service time large_terms 940.483 757.286 -183.197 ms -19.48%
error rate large_terms 0 0 0 % 0.00%
Min Throughput large_filtered_terms 1.10029 1.10038 9e-05 ops/s 0.01%
Mean Throughput large_filtered_terms 1.10035 1.10046 0.00011 ops/s 0.01%
Median Throughput large_filtered_terms 1.10035 1.10046 0.0001 ops/s 0.01%
Max Throughput large_filtered_terms 1.10044 1.10057 0.00013 ops/s +0.01%
50th percentile latency large_filtered_terms 792.246 752.907 -39.3383 ms -4.97%
90th percentile latency large_filtered_terms 819.237 756.835 -62.4015 ms -7.62%
99th percentile latency large_filtered_terms 866.788 764.873 -101.914 ms -11.76%
100th percentile latency large_filtered_terms 881.561 825.601 -55.96 ms -6.35%
50th percentile service time large_filtered_terms 782.003 745.988 -36.0149 ms -4.61%
90th percentile service time large_filtered_terms 810.358 750.129 -60.2292 ms -7.43%
99th percentile service time large_filtered_terms 855.101 757.716 -97.3846 ms -11.39%
100th percentile service time large_filtered_terms 870.401 818.373 -52.028 ms -5.98%
error rate large_filtered_terms 0 0 0 % 0.00%
Min Throughput large_prohibited_terms 1.10047 1.10062 0.00014 ops/s +0.01%
Mean Throughput large_prohibited_terms 1.1006 1.10075 0.00015 ops/s +0.01%
Median Throughput large_prohibited_terms 1.10059 1.10074 0.00015 ops/s +0.01%
Max Throughput large_prohibited_terms 1.10074 1.10092 0.00018 ops/s +0.02%
50th percentile latency large_prohibited_terms 790.466 751.094 -39.3727 ms -4.98%
90th percentile latency large_prohibited_terms 841.65 754.485 -87.165 ms -10.36%
99th percentile latency large_prohibited_terms 894.634 759.771 -134.863 ms -15.07%
100th percentile latency large_prohibited_terms 916.584 761.077 -155.507 ms -16.97%
50th percentile service time large_prohibited_terms 781.065 744.041 -37.0238 ms -4.74%
90th percentile service time large_prohibited_terms 831.37 747.812 -83.5577 ms -10.05%
99th percentile service time large_prohibited_terms 884.452 753.101 -131.351 ms -14.85%
100th percentile service time large_prohibited_terms 906.198 754.343 -151.855 ms -16.76%
error rate large_prohibited_terms 0 0 0 % 0.00%
Min Throughput desc_sort_population 1.5048 1.50478 -2e-05 ops/s -0.00%
Mean Throughput desc_sort_population 1.50584 1.50581 -3e-05 ops/s -0.00%
Median Throughput desc_sort_population 1.50576 1.50574 -3e-05 ops/s -0.00%
Max Throughput desc_sort_population 1.50718 1.50714 -4e-05 ops/s -0.00%
50th percentile latency desc_sort_population 6.25463 5.82487 -0.42976 ms -6.87%
90th percentile latency desc_sort_population 6.78083 6.23116 -0.54967 ms -8.11%
99th percentile latency desc_sort_population 7.52867 6.45222 -1.07644 ms -14.30%
100th percentile latency desc_sort_population 7.8466 6.53538 -1.31122 ms -16.71%
50th percentile service time desc_sort_population 4.06776 4.13123 0.06347 ms +1.56%
90th percentile service time desc_sort_population 4.35071 4.3647 0.01398 ms +0.32%
99th percentile service time desc_sort_population 4.74099 4.51833 -0.22266 ms -4.70%
100th percentile service time desc_sort_population 5.23628 4.53614 -0.70014 ms -13.37%
error rate desc_sort_population 0 0 0 % 0.00%
Min Throughput asc_sort_population 1.50497 1.50499 2e-05 ops/s 0.00%
Mean Throughput asc_sort_population 1.50604 1.50606 2e-05 ops/s 0.00%
Median Throughput asc_sort_population 1.50596 1.50598 2e-05 ops/s 0.00%
Max Throughput asc_sort_population 1.50742 1.50744 3e-05 ops/s 0.00%
50th percentile latency asc_sort_population 4.60344 3.2897 -1.31374 ms -28.54%
90th percentile latency asc_sort_population 5.23256 3.72632 -1.50624 ms -28.79%
99th percentile latency asc_sort_population 5.65569 3.96337 -1.69232 ms -29.92%
100th percentile latency asc_sort_population 6.71232 4.08442 -2.6279 ms -39.15%
50th percentile service time asc_sort_population 2.63634 1.57629 -1.06005 ms -40.21%
90th percentile service time asc_sort_population 2.92977 1.62279 -1.30698 ms -44.61%
99th percentile service time asc_sort_population 3.03223 1.80237 -1.22986 ms -40.56%
100th percentile service time asc_sort_population 4.94788 1.82673 -3.12115 ms -63.08%
error rate asc_sort_population 0 0 0 % 0.00%
Min Throughput asc_sort_with_after_population 1.50491 1.50474 -0.00017 ops/s -0.01%
Mean Throughput asc_sort_with_after_population 1.50598 1.50577 -0.00021 ops/s -0.01%
Median Throughput asc_sort_with_after_population 1.5059 1.50569 -0.00021 ops/s -0.01%
Max Throughput asc_sort_with_after_population 1.50735 1.50709 -0.00026 ops/s -0.02%
50th percentile latency asc_sort_with_after_population 6.97839 9.7613 2.78291 ms +39.88%
90th percentile latency asc_sort_with_after_population 7.58453 10.4696 2.8851 ms +38.04%
99th percentile latency asc_sort_with_after_population 8.05449 10.9693 2.91485 ms +36.19%
100th percentile latency asc_sort_with_after_population 8.25028 10.9851 2.73482 ms +33.15%
50th percentile service time asc_sort_with_after_population 4.92381 8.0338 3.11 ms +63.16%
90th percentile service time asc_sort_with_after_population 5.25471 8.7341 3.47939 ms +66.21%
99th percentile service time asc_sort_with_after_population 5.73653 9.07243 3.33589 ms +58.15%
100th percentile service time asc_sort_with_after_population 6.14875 9.14724 2.99849 ms +48.77%
error rate asc_sort_with_after_population 0 0 0 % 0.00%
Min Throughput desc_sort_geonameid 6.01918 6.01961 0.00043 ops/s 0.01%
Mean Throughput desc_sort_geonameid 6.0229 6.02345 0.00055 ops/s 0.01%
Median Throughput desc_sort_geonameid 6.02263 6.02318 0.00055 ops/s 0.01%
Max Throughput desc_sort_geonameid 6.02759 6.02826 0.00067 ops/s +0.01%
50th percentile latency desc_sort_geonameid 7.20251 4.26511 -2.9374 ms -40.78%
90th percentile latency desc_sort_geonameid 8.29606 4.73915 -3.55691 ms -42.87%
99th percentile latency desc_sort_geonameid 8.92965 5.05682 -3.87283 ms -43.37%
100th percentile latency desc_sort_geonameid 10.8298 5.36492 -5.46489 ms -50.46%
50th percentile service time desc_sort_geonameid 5.83056 3.13757 -2.69299 ms -46.19%
90th percentile service time desc_sort_geonameid 6.5743 3.21611 -3.35819 ms -51.08%
99th percentile service time desc_sort_geonameid 7.13992 3.27056 -3.86936 ms -54.19%
100th percentile service time desc_sort_geonameid 8.73207 4.00329 -4.72878 ms -54.15%
error rate desc_sort_geonameid 0 0 0 % 0.00%
Min Throughput desc_sort_with_after_geonameid 6.01627 6.01323 -0.00305 ops/s -0.05%
Mean Throughput desc_sort_with_after_geonameid 6.01961 6.0158 -0.0038 ops/s -0.06%
Median Throughput desc_sort_with_after_geonameid 6.01945 6.01569 -0.00377 ops/s -0.06%
Max Throughput desc_sort_with_after_geonameid 6.02358 6.01911 -0.00447 ops/s -0.07%
50th percentile latency desc_sort_with_after_geonameid 23.4357 50.578 27.1423 ms +115.82%
90th percentile latency desc_sort_with_after_geonameid 25.9156 52.4738 26.5582 ms +102.48%
99th percentile latency desc_sort_with_after_geonameid 28.2068 54.0371 25.8303 ms +91.57%
100th percentile latency desc_sort_with_after_geonameid 56.1686 57.6967 1.52811 ms +2.72%
50th percentile service time desc_sort_with_after_geonameid 21.1787 49.419 28.2403 ms +133.34%
90th percentile service time desc_sort_with_after_geonameid 23.8142 51.2377 27.4235 ms +115.16%
99th percentile service time desc_sort_with_after_geonameid 26.0973 52.0589 25.9616 ms +99.48%
100th percentile service time desc_sort_with_after_geonameid 54.3891 55.0765 0.68739 ms +1.26%
error rate desc_sort_with_after_geonameid 0 0 0 % 0.00%
Min Throughput asc_sort_geonameid 6.01943 6.01932 -0.00011 ops/s -0.00%
Mean Throughput asc_sort_geonameid 6.02323 6.02317 -6e-05 ops/s -0.00%
Median Throughput asc_sort_geonameid 6.02293 6.02293 0 ops/s 0.00%
Max Throughput asc_sort_geonameid 6.02791 6.028 9e-05 ops/s 0.00%
50th percentile latency asc_sort_geonameid 5.6503 5.78725 0.13695 ms +2.42%
90th percentile latency asc_sort_geonameid 6.33162 6.2201 -0.11152 ms -1.76%
99th percentile latency asc_sort_geonameid 7.55933 6.42415 -1.13518 ms -15.02%
100th percentile latency asc_sort_geonameid 7.63753 6.95068 -0.68685 ms -8.99%
50th percentile service time asc_sort_geonameid 4.27156 4.63914 0.36758 ms +8.61%
90th percentile service time asc_sort_geonameid 4.84793 4.79619 -0.05173 ms -1.07%
99th percentile service time asc_sort_geonameid 5.82236 5.16599 -0.65637 ms -11.27%
100th percentile service time asc_sort_geonameid 6.10433 5.37768 -0.72665 ms -11.90%
error rate asc_sort_geonameid 0 0 0 % 0.00%
Min Throughput asc_sort_with_after_geonameid 6.01957 6.01958 1e-05 ops/s 0.00%
Mean Throughput asc_sort_with_after_geonameid 6.02334 6.02346 0.00012 ops/s 0.00%
Median Throughput asc_sort_with_after_geonameid 6.02306 6.02315 9e-05 ops/s 0.00%
Max Throughput asc_sort_with_after_geonameid 6.02813 6.02827 0.00014 ops/s 0.00%
50th percentile latency asc_sort_with_after_geonameid 5.23544 5.31778 0.08234 ms +1.57%
90th percentile latency asc_sort_with_after_geonameid 5.8377 5.78699 -0.05071 ms -0.87%
99th percentile latency asc_sort_with_after_geonameid 6.83273 6.77935 -0.05338 ms -0.78%
100th percentile latency asc_sort_with_after_geonameid 7.53204 19.6722 12.1402 ms +161.18%
50th percentile service time asc_sort_with_after_geonameid 3.87084 4.15421 0.28337 ms +7.32%
90th percentile service time asc_sort_with_after_geonameid 4.32419 4.26642 -0.05777 ms -1.34%
99th percentile service time asc_sort_with_after_geonameid 4.85558 5.0242 0.16862 ms +3.47%
100th percentile service time asc_sort_with_after_geonameid 5.53007 5.08723 -0.44284 ms -8.01%
error rate asc_sort_with_after_geonameid 0 0 0 % 0.00%

参考资料

rally tracks 可以看track 有哪些默认值 哪些参数

https://elasticsearch-benchmarks.elastic.co/#

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