说明
本文描述问题及解决方法同样适用于 腾讯云 Elasticsearch Service（ES）。
另外使用到：腾讯云 云服务器（Cloud Virtual Machine，CVM）
本文延续上一篇 Elasticsearch压测工具esrally部署指南
环境配置
Esrally客户端环境
- 版本
Linux环境：Centos 7.9
Python：3.8.7
Pip：pip 20.2.3 from pip (python 3.8)
Java：openjdk version 1.8.0_302 (build 1.8.0_302-b08)
Git：2.7.5
Esrally：2.3.0
- 配置
内存：32G
硬盘：SSD云硬盘 100GB
CPU个数：1
CPU核心数：16
Elasticsearch服务端环境
- 版本
Linux环境：Centos 7.2
Java：openjdk version 11.0.9.1-ga (build 11.0.9.1-ga 1, mixed mode)
Elasticsearch版本：7.10.1（腾讯云 Elasticsearch Service 白金版）
- 配置
节点数量：3
内存：64G
硬盘：SSD云硬盘 1TB
CPU个数：1
CPU核心数：32
CPU型号：Intel(R) Xeon(R) Platinum 8255C CPU @ 2.50GHz
背景
在大数据时代的今天，业务量越来越大，每天动辄都会产生上百GB、上TB的数据，所以拥有一个性能强劲的Elasticsearch集群就显得尤为重要。我们需要模拟大量网络日志、用户行为日志的读写动作，衡量各性能的指标，找出集群瓶颈所在，以确认我们需要怎样的硬件配置以及业务优化，才能满足现有的业务量，这就是我们在业务上线前所必要做的。
压测
esrally 相关术语及参数
Rally 是汽车拉力赛的意思，所以关于它里面术语也是跟汽车的拉力赛有关。
- track: 即赛道的意思，这里指压测用到的样本数据和压测策略，使用
esrally list tracks列出。rally 自带的 track 可在 https://github.com/elastic/rally-tracks 中查看，每个 track 的文件名中都存在 README.md 对压测的数据类型和参数做了详细的说明。如果没有指定 track， 则默认使用 geonames track 进行测试； - target-hosts：即远程elasticsearch的ip和端口，以ip:port的形式指定；
- pipeline: 指一个压测流程，可以通过
esrally list pipeline查看，其中有一个benchmark-only的流程，就是将 es 的管理交给用户来操作，rally 只用来做压测，如果你想针对已有的 es 进行压测，则使用该模式； - track-params：对默认的压测参数进行覆盖；
- user-tag：本次压测的 tag 标记；
- client-options：指定一些客户端连接选项，比如用户名和密码。
压测指令
代码语言：javascript复制esrally race
--track=geonames
--target-hosts=10.0.10.4:9200
--pipeline=benchmark-only
--track-params="number_of_shards:3, number_of_replicas:1"
--user-tag="version:Intel_8C32G_1T*3"
--client-options="basic_auth_user:'elastic', basic_auth_password:'your_password'"压测报告
压测指标 | 压测任务 | 压测结果 | 单位 |
|---|---|---|---|
Cumulative indexing time of primary shards | 17.01225 | min | |
Min cumulative indexing time across primary shards | 0 | min | |
Median cumulative indexing time across primary shards | 0.012 | min | |
Max cumulative indexing time across primary shards | 5.682667 | min | |
Cumulative indexing throttle time of primary shards | 0 | min | |
Min cumulative indexing throttle time across primary shards | 0 | min | |
Median cumulative indexing throttle time across primary shards | 0 | min | |
Max cumulative indexing throttle time across primary shards | 0 | min | |
Cumulative merge time of primary shards | 4.949667 | min | |
Cumulative merge count of primary shards | 320 | ||
Min cumulative merge time across primary shards | 0 | min | |
Median cumulative merge time across primary shards | 0.010817 | min | |
Max cumulative merge time across primary shards | 1.830933 | min | |
Cumulative merge throttle time of primary shards | 1.62605 | min | |
Min cumulative merge throttle time across primary shards | 0 | min | |
Median cumulative merge throttle time across primary shards | 0 | min | |
Max cumulative merge throttle time across primary shards | 0.781817 | min | |
Cumulative refresh time of primary shards | 1.250317 | min | |
Cumulative refresh count of primary shards | 2778 | ||
Min cumulative refresh time across primary shards | 0 | min | |
Median cumulative refresh time across primary shards | 0.067933 | min | |
Max cumulative refresh time across primary shards | 0.313033 | min | |
Cumulative flush time of primary shards | 0.269583 | min | |
Cumulative flush count of primary shards | 15 | ||
Min cumulative flush time across primary shards | 0 | min | |
Median cumulative flush time across primary shards | 0 | min | |
Max cumulative flush time across primary shards | 0.10945 | min | |
Total Young Gen GC time | 7.068 | s | |
Total Young Gen GC count | 425 | ||
Total Old Gen GC time | 0 | s | |
Total Old Gen GC count | 0 | ||
Store size | 6.121098 | GB | |
Translog size | 0.054619 | GB | |
Heap used for segments | 0.967323 | MB | |
Heap used for doc values | 0.141586 | MB | |
Heap used for terms | 0.71254 | MB | |
Heap used for norms | 0.047729 | MB | |
Heap used for points | 0 | MB | |
Heap used for stored fields | 0.065468 | MB | |
Segment count | 100 | ||
Min Throughput | index-append | 75632.8 | docs/s |
Mean Throughput | index-append | 78759.4 | docs/s |
Median Throughput | index-append | 79140.52 | docs/s |
Max Throughput | index-append | 79771.77 | docs/s |
50th percentile latency | index-append | 355.1897 | ms |
90th percentile latency | index-append | 1057.213 | ms |
99th percentile latency | index-append | 1783.757 | ms |
100th percentile latency | index-append | 1900.323 | ms |
50th percentile service time | index-append | 355.1897 | ms |
90th percentile service time | index-append | 1057.213 | ms |
99th percentile service time | index-append | 1783.757 | ms |
100th percentile service time | index-append | 1900.323 | ms |
error rate | index-append | 0 | % |
Min Throughput | index-stats | 89.87 | ops/s |
Mean Throughput | index-stats | 89.92 | ops/s |
Median Throughput | index-stats | 89.93 | ops/s |
Max Throughput | index-stats | 89.95 | ops/s |
50th percentile latency | index-stats | 8.077405 | ms |
90th percentile latency | index-stats | 9.348461 | ms |
99th percentile latency | index-stats | 12.69016 | ms |
99.9th percentile latency | index-stats | 25.73892 | ms |
100th percentile latency | index-stats | 26.45408 | ms |
50th percentile service time | index-stats | 7.31302 | ms |
90th percentile service time | index-stats | 8.543402 | ms |
99th percentile service time | index-stats | 9.795916 | ms |
99.9th percentile service time | index-stats | 17.87015 | ms |
100th percentile service time | index-stats | 26.06197 | ms |
error rate | index-stats | 0 | % |
Min Throughput | node-stats | 89.23 | ops/s |
Mean Throughput | node-stats | 89.71 | ops/s |
Median Throughput | node-stats | 89.79 | ops/s |
Max Throughput | node-stats | 89.88 | ops/s |
50th percentile latency | node-stats | 8.682566 | ms |
90th percentile latency | node-stats | 9.717911 | ms |
99th percentile latency | node-stats | 13.65085 | ms |
99.9th percentile latency | node-stats | 17.28893 | ms |
100th percentile latency | node-stats | 18.81426 | ms |
50th percentile service time | node-stats | 7.959221 | ms |
90th percentile service time | node-stats | 8.811547 | ms |
99th percentile service time | node-stats | 11.70221 | ms |
99.9th percentile service time | node-stats | 16.80108 | ms |
100th percentile service time | node-stats | 18.08894 | ms |
error rate | node-stats | 0 | % |
Min Throughput | default | 50.01 | ops/s |
Mean Throughput | default | 50.02 | ops/s |
Median Throughput | default | 50.02 | ops/s |
Max Throughput | default | 50.04 | ops/s |
50th percentile latency | default | 8.182141 | ms |
90th percentile latency | default | 9.24675 | ms |
99th percentile latency | default | 10.33466 | ms |
99.9th percentile latency | default | 22.50608 | ms |
100th percentile latency | default | 26.34883 | ms |
50th percentile service time | default | 7.163304 | ms |
90th percentile service time | default | 7.841727 | ms |
99th percentile service time | default | 8.586275 | ms |
99.9th percentile service time | default | 21.70245 | ms |
100th percentile service time | default | 24.52273 | ms |
error rate | default | 0 | % |
Min Throughput | term | 99.93 | ops/s |
Mean Throughput | term | 99.96 | ops/s |
Median Throughput | term | 99.96 | ops/s |
Max Throughput | term | 99.97 | ops/s |
50th percentile latency | term | 7.621245 | ms |
90th percentile latency | term | 8.385463 | ms |
99th percentile latency | term | 12.36773 | ms |
99.9th percentile latency | term | 28.44925 | ms |
100th percentile latency | term | 30.47515 | ms |
50th percentile service time | term | 6.956592 | ms |
90th percentile service time | term | 7.521901 | ms |
99th percentile service time | term | 8.439376 | ms |
99.9th percentile service time | term | 14.6161 | ms |
100th percentile service time | term | 29.85921 | ms |
error rate | term | 0 | % |
Min Throughput | phrase | 109.82 | ops/s |
Mean Throughput | phrase | 109.89 | ops/s |
Median Throughput | phrase | 109.9 | ops/s |
Max Throughput | phrase | 109.93 | ops/s |
50th percentile latency | phrase | 7.218418 | ms |
90th percentile latency | phrase | 8.160093 | ms |
99th percentile latency | phrase | 29.5303 | ms |
99.9th percentile latency | phrase | 51.73535 | ms |
100th percentile latency | phrase | 54.22535 | ms |
50th percentile service time | phrase | 6.466333 | ms |
90th percentile service time | phrase | 7.252101 | ms |
99th percentile service time | phrase | 8.131189 | ms |
99.9th percentile service time | phrase | 28.56503 | ms |
100th percentile service time | phrase | 53.7504 | ms |
error rate | phrase | 0 | % |
Min Throughput | country_agg_uncached | 3 | ops/s |
Mean Throughput | country_agg_uncached | 3 | ops/s |
Median Throughput | country_agg_uncached | 3 | ops/s |
Max Throughput | country_agg_uncached | 3 | ops/s |
50th percentile latency | country_agg_uncached | 288.9474 | ms |
90th percentile latency | country_agg_uncached | 309.166 | ms |
99th percentile latency | country_agg_uncached | 326.2984 | ms |
100th percentile latency | country_agg_uncached | 327.1032 | ms |
50th percentile service time | country_agg_uncached | 288.1656 | ms |
90th percentile service time | country_agg_uncached | 308.6675 | ms |
99th percentile service time | country_agg_uncached | 325.8579 | ms |
100th percentile service time | country_agg_uncached | 326.667 | ms |
error rate | country_agg_uncached | 0 | % |
Min Throughput | country_agg_cached | 97.23 | ops/s |
Mean Throughput | country_agg_cached | 97.96 | ops/s |
Median Throughput | country_agg_cached | 98.03 | ops/s |
Max Throughput | country_agg_cached | 98.48 | ops/s |
50th percentile latency | country_agg_cached | 5.794905 | ms |
90th percentile latency | country_agg_cached | 6.362851 | ms |
99th percentile latency | country_agg_cached | 7.16715 | ms |
99.9th percentile latency | country_agg_cached | 10.21684 | ms |
100th percentile latency | country_agg_cached | 14.41195 | ms |
50th percentile service time | country_agg_cached | 5.052252 | ms |
90th percentile service time | country_agg_cached | 5.466061 | ms |
99th percentile service time | country_agg_cached | 6.142363 | ms |
99.9th percentile service time | country_agg_cached | 7.957455 | ms |
100th percentile service time | country_agg_cached | 13.78594 | ms |
error rate | country_agg_cached | 0 | % |
Min Throughput | scroll | 20.02 | pages/s |
Mean Throughput | scroll | 20.02 | pages/s |
Median Throughput | scroll | 20.02 | pages/s |
Max Throughput | scroll | 20.03 | pages/s |
50th percentile latency | scroll | 843.4661 | ms |
90th percentile latency | scroll | 865.0329 | ms |
99th percentile latency | scroll | 880.6698 | ms |
100th percentile latency | scroll | 882.1531 | ms |
50th percentile service time | scroll | 841.9406 | ms |
90th percentile service time | scroll | 863.089 | ms |
99th percentile service time | scroll | 879.1557 | ms |
100th percentile service time | scroll | 880.8891 | ms |
error rate | scroll | 0 | % |
Min Throughput | expression | 1.5 | ops/s |
Mean Throughput | expression | 1.5 | ops/s |
Median Throughput | expression | 1.5 | ops/s |
Max Throughput | expression | 1.5 | ops/s |
50th percentile latency | expression | 516.8727 | ms |
90th percentile latency | expression | 538.0341 | ms |
99th percentile latency | expression | 571.611 | ms |
100th percentile latency | expression | 591.9596 | ms |
50th percentile service time | expression | 516.039 | ms |
90th percentile service time | expression | 537.3009 | ms |
99th percentile service time | expression | 570.3717 | ms |
100th percentile service time | expression | 590.8448 | ms |
error rate | expression | 0 | % |
Min Throughput | painless_static | 1.4 | ops/s |
Mean Throughput | painless_static | 1.4 | ops/s |
Median Throughput | painless_static | 1.4 | ops/s |
Max Throughput | painless_static | 1.4 | ops/s |
50th percentile latency | painless_static | 694.191 | ms |
90th percentile latency | painless_static | 746.8065 | ms |
99th percentile latency | painless_static | 789.5176 | ms |
100th percentile latency | painless_static | 804.777 | ms |
50th percentile service time | painless_static | 684.0766 | ms |
90th percentile service time | painless_static | 732.2472 | ms |
99th percentile service time | painless_static | 784.8393 | ms |
100th percentile service time | painless_static | 789.1287 | ms |
error rate | painless_static | 0 | % |
Min Throughput | painless_dynamic | 1.4 | ops/s |
Mean Throughput | painless_dynamic | 1.4 | ops/s |
Median Throughput | painless_dynamic | 1.4 | ops/s |
Max Throughput | painless_dynamic | 1.4 | ops/s |
50th percentile latency | painless_dynamic | 661.6189 | ms |
90th percentile latency | painless_dynamic | 710.2084 | ms |
99th percentile latency | painless_dynamic | 754.6959 | ms |
100th percentile latency | painless_dynamic | 779.6387 | ms |
50th percentile service time | painless_dynamic | 659.1536 | ms |
90th percentile service time | painless_dynamic | 704.4893 | ms |
99th percentile service time | painless_dynamic | 753.5435 | ms |
100th percentile service time | painless_dynamic | 778.9637 | ms |
error rate | painless_dynamic | 0 | % |
Min Throughput | decay_geo_gauss_function_score | 1 | ops/s |
Mean Throughput | decay_geo_gauss_function_score | 1 | ops/s |
Median Throughput | decay_geo_gauss_function_score | 1 | ops/s |
Max Throughput | decay_geo_gauss_function_score | 1 | ops/s |
50th percentile latency | decay_geo_gauss_function_score | 600.7554 | ms |
90th percentile latency | decay_geo_gauss_function_score | 628.561 | ms |
99th percentile latency | decay_geo_gauss_function_score | 639.8627 | ms |
100th percentile latency | decay_geo_gauss_function_score | 646.2472 | ms |
50th percentile service time | decay_geo_gauss_function_score | 599.7752 | ms |
90th percentile service time | decay_geo_gauss_function_score | 627.4241 | ms |
99th percentile service time | decay_geo_gauss_function_score | 638.9019 | ms |
100th percentile service time | decay_geo_gauss_function_score | 644.9651 | ms |
error rate | decay_geo_gauss_function_score | 0 | % |
Min Throughput | decay_geo_gauss_script_score | 1 | ops/s |
Mean Throughput | decay_geo_gauss_script_score | 1 | ops/s |
Median Throughput | decay_geo_gauss_script_score | 1 | ops/s |
Max Throughput | decay_geo_gauss_script_score | 1 | ops/s |
50th percentile latency | decay_geo_gauss_script_score | 613.6628 | ms |
90th percentile latency | decay_geo_gauss_script_score | 645.8648 | ms |
99th percentile latency | decay_geo_gauss_script_score | 659.1196 | ms |
100th percentile latency | decay_geo_gauss_script_score | 667.759 | ms |
50th percentile service time | decay_geo_gauss_script_score | 612.4639 | ms |
90th percentile service time | decay_geo_gauss_script_score | 644.815 | ms |
99th percentile service time | decay_geo_gauss_script_score | 658.5626 | ms |
100th percentile service time | decay_geo_gauss_script_score | 666.5389 | ms |
error rate | decay_geo_gauss_script_score | 0 | % |
Min Throughput | field_value_function_score | 1.5 | ops/s |
Mean Throughput | field_value_function_score | 1.5 | ops/s |
Median Throughput | field_value_function_score | 1.5 | ops/s |
Max Throughput | field_value_function_score | 1.5 | ops/s |
50th percentile latency | field_value_function_score | 247.8083 | ms |
90th percentile latency | field_value_function_score | 260.4863 | ms |
99th percentile latency | field_value_function_score | 284.7711 | ms |
100th percentile latency | field_value_function_score | 328.2898 | ms |
50th percentile service time | field_value_function_score | 246.5339 | ms |
90th percentile service time | field_value_function_score | 259.3155 | ms |
99th percentile service time | field_value_function_score | 283.1177 | ms |
100th percentile service time | field_value_function_score | 327.2172 | ms |
error rate | field_value_function_score | 0 | % |
Min Throughput | field_value_script_score | 1.5 | ops/s |
Mean Throughput | field_value_script_score | 1.5 | ops/s |
Median Throughput | field_value_script_score | 1.5 | ops/s |
Max Throughput | field_value_script_score | 1.5 | ops/s |
50th percentile latency | field_value_script_score | 343.0819 | ms |
90th percentile latency | field_value_script_score | 380.6714 | ms |
99th percentile latency | field_value_script_score | 415.3917 | ms |
100th percentile latency | field_value_script_score | 458.5758 | ms |
50th percentile service time | field_value_script_score | 342.5406 | ms |
90th percentile service time | field_value_script_score | 379.462 | ms |
99th percentile service time | field_value_script_score | 414.4178 | ms |
100th percentile service time | field_value_script_score | 457.3435 | ms |
error rate | field_value_script_score | 0 | % |
Min Throughput | large_terms | 0.99 | ops/s |
Mean Throughput | large_terms | 0.99 | ops/s |
Median Throughput | large_terms | 0.99 | ops/s |
Max Throughput | large_terms | 0.99 | ops/s |
50th percentile latency | large_terms | 25574.39 | ms |
90th percentile latency | large_terms | 29477.65 | ms |
99th percentile latency | large_terms | 30244.04 | ms |
100th percentile latency | large_terms | 30327.25 | ms |
50th percentile service time | large_terms | 988.9636 | ms |
90th percentile service time | large_terms | 1037.687 | ms |
99th percentile service time | large_terms | 1109.41 | ms |
100th percentile service time | large_terms | 1111.429 | ms |
error rate | large_terms | 0 | % |
Min Throughput | large_filtered_terms | 0.99 | ops/s |
Mean Throughput | large_filtered_terms | 0.99 | ops/s |
Median Throughput | large_filtered_terms | 0.99 | ops/s |
Max Throughput | large_filtered_terms | 0.99 | ops/s |
50th percentile latency | large_filtered_terms | 26601.74 | ms |
90th percentile latency | large_filtered_terms | 30839.63 | ms |
99th percentile latency | large_filtered_terms | 31705.55 | ms |
100th percentile latency | large_filtered_terms | 31807.8 | ms |
50th percentile service time | large_filtered_terms | 999.2523 | ms |
90th percentile service time | large_filtered_terms | 1063.678 | ms |
99th percentile service time | large_filtered_terms | 1090.776 | ms |
100th percentile service time | large_filtered_terms | 1129.235 | ms |
error rate | large_filtered_terms | 0 | % |
Min Throughput | large_prohibited_terms | 0.99 | ops/s |
Mean Throughput | large_prohibited_terms | 0.99 | ops/s |
Median Throughput | large_prohibited_terms | 0.99 | ops/s |
Max Throughput | large_prohibited_terms | 1 | ops/s |
50th percentile latency | large_prohibited_terms | 25155.12 | ms |
90th percentile latency | large_prohibited_terms | 28645.59 | ms |
99th percentile latency | large_prohibited_terms | 29415.42 | ms |
100th percentile latency | large_prohibited_terms | 29648.9 | ms |
50th percentile service time | large_prohibited_terms | 999.0508 | ms |
90th percentile service time | large_prohibited_terms | 1037.584 | ms |
99th percentile service time | large_prohibited_terms | 1113.158 | ms |
100th percentile service time | large_prohibited_terms | 1137.651 | ms |
error rate | large_prohibited_terms | 0 | % |
Min Throughput | desc_sort_population | 1.5 | ops/s |
Mean Throughput | desc_sort_population | 1.5 | ops/s |
Median Throughput | desc_sort_population | 1.5 | ops/s |
Max Throughput | desc_sort_population | 1.51 | ops/s |
50th percentile latency | desc_sort_population | 120.1642 | ms |
90th percentile latency | desc_sort_population | 129.939 | ms |
99th percentile latency | desc_sort_population | 139.4398 | ms |
100th percentile latency | desc_sort_population | 139.817 | ms |
50th percentile service time | desc_sort_population | 118.8727 | ms |
90th percentile service time | desc_sort_population | 128.5942 | ms |
99th percentile service time | desc_sort_population | 138.486 | ms |
100th percentile service time | desc_sort_population | 138.5035 | ms |
error rate | desc_sort_population | 0 | % |
Min Throughput | asc_sort_population | 1.5 | ops/s |
Mean Throughput | asc_sort_population | 1.5 | ops/s |
Median Throughput | asc_sort_population | 1.5 | ops/s |
Max Throughput | asc_sort_population | 1.51 | ops/s |
50th percentile latency | asc_sort_population | 128.1445 | ms |
90th percentile latency | asc_sort_population | 137.5476 | ms |
99th percentile latency | asc_sort_population | 147.0698 | ms |
100th percentile latency | asc_sort_population | 148.544 | ms |
50th percentile service time | asc_sort_population | 126.667 | ms |
90th percentile service time | asc_sort_population | 136.1103 | ms |
99th percentile service time | asc_sort_population | 146.2709 | ms |
100th percentile service time | asc_sort_population | 147.0874 | ms |
error rate | asc_sort_population | 0 | % |
Min Throughput | asc_sort_with_after_population | 1.5 | ops/s |
Mean Throughput | asc_sort_with_after_population | 1.5 | ops/s |
Median Throughput | asc_sort_with_after_population | 1.5 | ops/s |
Max Throughput | asc_sort_with_after_population | 1.51 | ops/s |
50th percentile latency | asc_sort_with_after_population | 179.7538 | ms |
90th percentile latency | asc_sort_with_after_population | 187.8424 | ms |
99th percentile latency | asc_sort_with_after_population | 197.217 | ms |
100th percentile latency | asc_sort_with_after_population | 199.9815 | ms |
50th percentile service time | asc_sort_with_after_population | 178.4708 | ms |
90th percentile service time | asc_sort_with_after_population | 187.0946 | ms |
99th percentile service time | asc_sort_with_after_population | 195.5255 | ms |
100th percentile service time | asc_sort_with_after_population | 199.0645 | ms |
error rate | asc_sort_with_after_population | 0 | % |
Min Throughput | desc_sort_geonameid | 6.02 | ops/s |
Mean Throughput | desc_sort_geonameid | 6.02 | ops/s |
Median Throughput | desc_sort_geonameid | 6.02 | ops/s |
Max Throughput | desc_sort_geonameid | 6.03 | ops/s |
50th percentile latency | desc_sort_geonameid | 12.53419 | ms |
90th percentile latency | desc_sort_geonameid | 13.90111 | ms |
99th percentile latency | desc_sort_geonameid | 14.92428 | ms |
100th percentile latency | desc_sort_geonameid | 15.03593 | ms |
50th percentile service time | desc_sort_geonameid | 11.6426 | ms |
90th percentile service time | desc_sort_geonameid | 13.02232 | ms |
99th percentile service time | desc_sort_geonameid | 14.38134 | ms |
100th percentile service time | desc_sort_geonameid | 14.54603 | ms |
error rate | desc_sort_geonameid | 0 | % |
Min Throughput | desc_sort_with_after_geonameid | 6 | ops/s |
Mean Throughput | desc_sort_with_after_geonameid | 6 | ops/s |
Median Throughput | desc_sort_with_after_geonameid | 6 | ops/s |
Max Throughput | desc_sort_with_after_geonameid | 6 | ops/s |
50th percentile latency | desc_sort_with_after_geonameid | 160.9827 | ms |
90th percentile latency | desc_sort_with_after_geonameid | 169.9296 | ms |
99th percentile latency | desc_sort_with_after_geonameid | 176.6884 | ms |
100th percentile latency | desc_sort_with_after_geonameid | 179.5116 | ms |
50th percentile service time | desc_sort_with_after_geonameid | 159.8333 | ms |
90th percentile service time | desc_sort_with_after_geonameid | 168.0821 | ms |
99th percentile service time | desc_sort_with_after_geonameid | 175.6854 | ms |
100th percentile service time | desc_sort_with_after_geonameid | 179.1033 | ms |
error rate | desc_sort_with_after_geonameid | 0 | % |
Min Throughput | asc_sort_geonameid | 6.02 | ops/s |
Mean Throughput | asc_sort_geonameid | 6.02 | ops/s |
Median Throughput | asc_sort_geonameid | 6.02 | ops/s |
Max Throughput | asc_sort_geonameid | 6.03 | ops/s |
50th percentile latency | asc_sort_geonameid | 11.36692 | ms |
90th percentile latency | asc_sort_geonameid | 12.97426 | ms |
99th percentile latency | asc_sort_geonameid | 14.58453 | ms |
100th percentile latency | asc_sort_geonameid | 15.33824 | ms |
50th percentile service time | asc_sort_geonameid | 10.46318 | ms |
90th percentile service time | asc_sort_geonameid | 12.13509 | ms |
99th percentile service time | asc_sort_geonameid | 14.05151 | ms |
100th percentile service time | asc_sort_geonameid | 14.11172 | ms |
error rate | asc_sort_geonameid | 0 | % |
Min Throughput | asc_sort_with_after_geonameid | 6 | ops/s |
Mean Throughput | asc_sort_with_after_geonameid | 6 | ops/s |
Median Throughput | asc_sort_with_after_geonameid | 6 | ops/s |
Max Throughput | asc_sort_with_after_geonameid | 6 | ops/s |
50th percentile latency | asc_sort_with_after_geonameid | 153.3129 | ms |
90th percentile latency | asc_sort_with_after_geonameid | 164.1402 | ms |
99th percentile latency | asc_sort_with_after_geonameid | 169.6966 | ms |
100th percentile latency | asc_sort_with_after_geonameid | 174.1272 | ms |
50th percentile service time | asc_sort_with_after_geonameid | 152.4712 | ms |
90th percentile service time | asc_sort_with_after_geonameid | 163.2446 | ms |
99th percentile service time | asc_sort_with_after_geonameid | 169.0365 | ms |
100th percentile service time | asc_sort_with_after_geonameid | 173.7628 | ms |
error rate | asc_sort_with_after_geonameid | 0 | % |
