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
本文另有延续：
Elasticsearch压力测试 - 云 社区 - 腾讯云 (tencent.com)
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：16G
硬盘：SSD云硬盘 1TB
CPU个数：1
CPU核心数：4
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_4C16G_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 | 20.6193 | min | |
Min cumulative indexing time across primary shards | 0 | min | |
Median cumulative indexing time across primary shards | 0.004467 | min | |
Max cumulative indexing time across primary shards | 7.40908 | 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 | 6.56155 | min | |
Cumulative merge count of primary shards | 154 | ||
Min cumulative merge time across primary shards | 0 | min | |
Median cumulative merge time across primary shards | 0.002467 | min | |
Max cumulative merge time across primary shards | 2.34035 | min | |
Cumulative merge throttle time of primary shards | 0.72385 | 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 | 0.255317 | min | |
Cumulative refresh time of primary shards | 2.66617 | min | |
Cumulative refresh count of primary shards | 1381 | ||
Min cumulative refresh time across primary shards | 0 | min | |
Median cumulative refresh time across primary shards | 0.02155 | min | |
Max cumulative refresh time across primary shards | 0.84375 | min | |
Cumulative flush time of primary shards | 0.357333 | min | |
Cumulative flush count of primary shards | 16 | ||
Min cumulative flush time across primary shards | 0 | min | |
Median cumulative flush time across primary shards | 0.000483 | min | |
Max cumulative flush time across primary shards | 0.139483 | min | |
Total Young Gen GC time | 23.305 | s | |
Total Young Gen GC count | 2210 | ||
Total Old Gen GC time | 0 | s | |
Total Old Gen GC count | 0 | ||
Store size | 5.80512 | GB | |
Translog size | 0.016551 | GB | |
Heap used for segments | 0.894436 | MB | |
Heap used for doc values | 0.212818 | MB | |
Heap used for terms | 0.579559 | MB | |
Heap used for norms | 0.052124 | MB | |
Heap used for points | 0 | MB | |
Heap used for stored fields | 0.049934 | MB | |
Segment count | 103 | ||
Min Throughput | index-append | 37192.1 | docs/s |
Mean Throughput | index-append | 38562.3 | docs/s |
Median Throughput | index-append | 38577.4 | docs/s |
Max Throughput | index-append | 39329.3 | docs/s |
50th percentile latency | index-append | 757.069 | ms |
90th percentile latency | index-append | 1558.87 | ms |
99th percentile latency | index-append | 3131.2 | ms |
99.9th percentile latency | index-append | 4159.98 | ms |
100th percentile latency | index-append | 4638.15 | ms |
50th percentile service time | index-append | 757.069 | ms |
90th percentile service time | index-append | 1558.87 | ms |
99th percentile service time | index-append | 3131.2 | ms |
99.9th percentile service time | index-append | 4159.98 | ms |
100th percentile service time | index-append | 4638.15 | ms |
error rate | index-append | 0 | % |
Min Throughput | index-stats | 88.84 | ops/s |
Mean Throughput | index-stats | 89.31 | ops/s |
Median Throughput | index-stats | 89.37 | ops/s |
Max Throughput | index-stats | 89.57 | ops/s |
50th percentile latency | index-stats | 3.74153 | ms |
90th percentile latency | index-stats | 4.26026 | ms |
99th percentile latency | index-stats | 5.06623 | ms |
99.9th percentile latency | index-stats | 10.9303 | ms |
100th percentile latency | index-stats | 11.3278 | ms |
50th percentile service time | index-stats | 2.98002 | ms |
90th percentile service time | index-stats | 3.3412 | ms |
99th percentile service time | index-stats | 4.48545 | ms |
99.9th percentile service time | index-stats | 10.0526 | ms |
100th percentile service time | index-stats | 10.456 | ms |
error rate | index-stats | 0 | % |
Min Throughput | node-stats | 89.96 | ops/s |
Mean Throughput | node-stats | 89.98 | ops/s |
Median Throughput | node-stats | 89.98 | ops/s |
Max Throughput | node-stats | 89.99 | ops/s |
50th percentile latency | node-stats | 4.20336 | ms |
90th percentile latency | node-stats | 4.86076 | ms |
99th percentile latency | node-stats | 7.46976 | ms |
99.9th percentile latency | node-stats | 23.3641 | ms |
100th percentile latency | node-stats | 26.0743 | ms |
50th percentile service time | node-stats | 3.44984 | ms |
90th percentile service time | node-stats | 3.98803 | ms |
99th percentile service time | node-stats | 5.88917 | ms |
99.9th percentile service time | node-stats | 18.5987 | ms |
100th percentile service time | node-stats | 19.6244 | 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 | 50.03 | ops/s |
50th percentile latency | default | 4.56919 | ms |
90th percentile latency | default | 5.15531 | ms |
99th percentile latency | default | 6.27243 | ms |
99.9th percentile latency | default | 12.4007 | ms |
100th percentile latency | default | 22.4557 | ms |
50th percentile service time | default | 3.86202 | ms |
90th percentile service time | default | 4.26302 | ms |
99th percentile service time | default | 5.09573 | ms |
99.9th percentile service time | default | 12.0892 | ms |
100th percentile service time | default | 22.0959 | ms |
error rate | default | 0 | % |
Min Throughput | term | 99.87 | ops/s |
Mean Throughput | term | 99.92 | ops/s |
Median Throughput | term | 99.92 | ops/s |
Max Throughput | term | 99.95 | ops/s |
50th percentile latency | term | 3.6805 | ms |
90th percentile latency | term | 4.20496 | ms |
99th percentile latency | term | 4.8078 | ms |
99.9th percentile latency | term | 6.21686 | ms |
100th percentile latency | term | 7.67519 | ms |
50th percentile service time | term | 2.95697 | ms |
90th percentile service time | term | 3.34813 | ms |
99th percentile service time | term | 3.7931 | ms |
99.9th percentile service time | term | 5.68276 | ms |
100th percentile service time | term | 7.39664 | ms |
error rate | term | 0 | % |
Min Throughput | phrase | 109.74 | ops/s |
Mean Throughput | phrase | 109.84 | ops/s |
Median Throughput | phrase | 109.86 | ops/s |
Max Throughput | phrase | 109.9 | ops/s |
50th percentile latency | phrase | 4.28877 | ms |
90th percentile latency | phrase | 5.11524 | ms |
99th percentile latency | phrase | 42.0841 | ms |
99.9th percentile latency | phrase | 69.3999 | ms |
100th percentile latency | phrase | 74.596 | ms |
50th percentile service time | phrase | 3.56652 | ms |
90th percentile service time | phrase | 4.15267 | ms |
99th percentile service time | phrase | 6.57685 | ms |
99.9th percentile service time | phrase | 46.4388 | ms |
100th percentile service time | phrase | 73.9546 | ms |
error rate | phrase | 0 | % |
Min Throughput | country_agg_uncached | 2.98 | ops/s |
Mean Throughput | country_agg_uncached | 2.99 | ops/s |
Median Throughput | country_agg_uncached | 2.99 | ops/s |
Max Throughput | country_agg_uncached | 2.99 | ops/s |
50th percentile latency | country_agg_uncached | 394.449 | ms |
90th percentile latency | country_agg_uncached | 599.613 | ms |
99th percentile latency | country_agg_uncached | 710.759 | ms |
100th percentile latency | country_agg_uncached | 726.641 | ms |
50th percentile service time | country_agg_uncached | 273.89 | ms |
90th percentile service time | country_agg_uncached | 418.28 | ms |
99th percentile service time | country_agg_uncached | 422.41 | ms |
100th percentile service time | country_agg_uncached | 424.37 | ms |
error rate | country_agg_uncached | 0 | % |
Min Throughput | country_agg_cached | 96.28 | ops/s |
Mean Throughput | country_agg_cached | 97.26 | ops/s |
Median Throughput | country_agg_cached | 97.35 | ops/s |
Max Throughput | country_agg_cached | 97.95 | ops/s |
50th percentile latency | country_agg_cached | 2.55901 | ms |
90th percentile latency | country_agg_cached | 3.09923 | ms |
99th percentile latency | country_agg_cached | 3.97148 | ms |
99.9th percentile latency | country_agg_cached | 7.76284 | ms |
100th percentile latency | country_agg_cached | 14.3596 | ms |
50th percentile service time | country_agg_cached | 1.8663 | ms |
90th percentile service time | country_agg_cached | 2.14042 | ms |
99th percentile service time | country_agg_cached | 2.8934 | ms |
99.9th percentile service time | country_agg_cached | 6.04843 | ms |
100th percentile service time | country_agg_cached | 13.7749 | ms |
error rate | country_agg_cached | 0 | % |
Min Throughput | scroll | 20.02 | pages/s |
Mean Throughput | scroll | 20.03 | pages/s |
Median Throughput | scroll | 20.03 | pages/s |
Max Throughput | scroll | 20.04 | pages/s |
50th percentile latency | scroll | 639.647 | ms |
90th percentile latency | scroll | 654.51 | ms |
99th percentile latency | scroll | 670.697 | ms |
100th percentile latency | scroll | 671.465 | ms |
50th percentile service time | scroll | 638.284 | ms |
90th percentile service time | scroll | 652.531 | ms |
99th percentile service time | scroll | 669.014 | ms |
100th percentile service time | scroll | 669.801 | ms |
error rate | scroll | 0 | % |
Min Throughput | expression | 1.49 | 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 | 586.499 | ms |
90th percentile latency | expression | 831.2 | ms |
99th percentile latency | expression | 995.585 | ms |
100th percentile latency | expression | 1158.31 | ms |
50th percentile service time | expression | 503.344 | ms |
90th percentile service time | expression | 829.329 | ms |
99th percentile service time | expression | 835.81 | ms |
100th percentile service time | expression | 840.604 | ms |
error rate | expression | 0 | % |
Min Throughput | painless_static | 1.33 | ops/s |
Mean Throughput | painless_static | 1.33 | ops/s |
Median Throughput | painless_static | 1.33 | ops/s |
Max Throughput | painless_static | 1.34 | ops/s |
50th percentile latency | painless_static | 8863.94 | ms |
90th percentile latency | painless_static | 11195.4 | ms |
99th percentile latency | painless_static | 11497.7 | ms |
100th percentile latency | painless_static | 11565.9 | ms |
50th percentile service time | painless_static | 677.084 | ms |
90th percentile service time | painless_static | 1007.67 | ms |
99th percentile service time | painless_static | 1017.51 | ms |
100th percentile service time | painless_static | 1019.52 | ms |
error rate | painless_static | 0 | % |
Min Throughput | painless_dynamic | 1.34 | ops/s |
Mean Throughput | painless_dynamic | 1.34 | ops/s |
Median Throughput | painless_dynamic | 1.34 | ops/s |
Max Throughput | painless_dynamic | 1.35 | ops/s |
50th percentile latency | painless_dynamic | 7716.2 | ms |
90th percentile latency | painless_dynamic | 9965.18 | ms |
99th percentile latency | painless_dynamic | 10441.3 | ms |
100th percentile latency | painless_dynamic | 10492.5 | ms |
50th percentile service time | painless_dynamic | 661.345 | ms |
90th percentile service time | painless_dynamic | 1037.11 | ms |
99th percentile service time | painless_dynamic | 1043.82 | ms |
100th percentile service time | painless_dynamic | 1047.61 | 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 | 648.712 | ms |
90th percentile latency | decay_geo_gauss_function_score | 857.975 | ms |
99th percentile latency | decay_geo_gauss_function_score | 865.561 | ms |
100th percentile latency | decay_geo_gauss_function_score | 900.39 | ms |
50th percentile service time | decay_geo_gauss_function_score | 647.561 | ms |
90th percentile service time | decay_geo_gauss_function_score | 856.9 | ms |
99th percentile service time | decay_geo_gauss_function_score | 864.853 | ms |
100th percentile service time | decay_geo_gauss_function_score | 899.441 | 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 | 675.759 | ms |
90th percentile latency | decay_geo_gauss_script_score | 858.931 | ms |
99th percentile latency | decay_geo_gauss_script_score | 867.416 | ms |
100th percentile latency | decay_geo_gauss_script_score | 867.762 | ms |
50th percentile service time | decay_geo_gauss_script_score | 673.839 | ms |
90th percentile service time | decay_geo_gauss_script_score | 858.017 | ms |
99th percentile service time | decay_geo_gauss_script_score | 865.997 | ms |
100th percentile service time | decay_geo_gauss_script_score | 866.189 | 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 | 244.946 | ms |
90th percentile latency | field_value_function_score | 344.916 | ms |
99th percentile latency | field_value_function_score | 352.398 | ms |
100th percentile latency | field_value_function_score | 353.123 | ms |
50th percentile service time | field_value_function_score | 243.922 | ms |
90th percentile service time | field_value_function_score | 343.923 | ms |
99th percentile service time | field_value_function_score | 351.699 | ms |
100th percentile service time | field_value_function_score | 352.372 | 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 | 336.508 | ms |
90th percentile latency | field_value_script_score | 524.796 | ms |
99th percentile latency | field_value_script_score | 525.673 | ms |
100th percentile latency | field_value_script_score | 534.845 | ms |
50th percentile service time | field_value_script_score | 335.238 | ms |
90th percentile service time | field_value_script_score | 523.149 | ms |
99th percentile service time | field_value_script_score | 524.684 | ms |
100th percentile service time | field_value_script_score | 533.281 | ms |
error rate | field_value_script_score | 0 | % |
Min Throughput | large_terms | 0.83 | ops/s |
Mean Throughput | large_terms | 0.83 | ops/s |
Median Throughput | large_terms | 0.83 | ops/s |
Max Throughput | large_terms | 0.84 | ops/s |
50th percentile latency | large_terms | 73647.2 | ms |
90th percentile latency | large_terms | 84331.5 | ms |
99th percentile latency | large_terms | 87455.4 | ms |
100th percentile latency | large_terms | 87763.8 | ms |
50th percentile service time | large_terms | 1100 | ms |
90th percentile service time | large_terms | 1595.42 | ms |
99th percentile service time | large_terms | 1740.93 | ms |
100th percentile service time | large_terms | 1749.53 | ms |
error rate | large_terms | 0 | % |
Min Throughput | large_filtered_terms | 0.82 | ops/s |
Mean Throughput | large_filtered_terms | 0.82 | ops/s |
Median Throughput | large_filtered_terms | 0.82 | ops/s |
Max Throughput | large_filtered_terms | 0.82 | ops/s |
50th percentile latency | large_filtered_terms | 78609.8 | ms |
90th percentile latency | large_filtered_terms | 90167.3 | ms |
99th percentile latency | large_filtered_terms | 92686.3 | ms |
100th percentile latency | large_filtered_terms | 92819.9 | ms |
50th percentile service time | large_filtered_terms | 1068.04 | ms |
90th percentile service time | large_filtered_terms | 1596.99 | ms |
99th percentile service time | large_filtered_terms | 1726.52 | ms |
100th percentile service time | large_filtered_terms | 1752.59 | ms |
error rate | large_filtered_terms | 0 | % |
Min Throughput | large_prohibited_terms | 0.89 | ops/s |
Mean Throughput | large_prohibited_terms | 0.9 | ops/s |
Median Throughput | large_prohibited_terms | 0.9 | ops/s |
Max Throughput | large_prohibited_terms | 0.91 | ops/s |
50th percentile latency | large_prohibited_terms | 51245.5 | ms |
90th percentile latency | large_prohibited_terms | 61183.4 | ms |
99th percentile latency | large_prohibited_terms | 63242.5 | ms |
100th percentile latency | large_prohibited_terms | 63721.2 | ms |
50th percentile service time | large_prohibited_terms | 1083.46 | ms |
90th percentile service time | large_prohibited_terms | 1384.08 | ms |
99th percentile service time | large_prohibited_terms | 1684.25 | ms |
100th percentile service time | large_prohibited_terms | 1716.78 | 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 | 1.5 | ops/s |
50th percentile latency | desc_sort_population | 108.037 | ms |
90th percentile latency | desc_sort_population | 169.415 | ms |
99th percentile latency | desc_sort_population | 173.849 | ms |
100th percentile latency | desc_sort_population | 174.702 | ms |
50th percentile service time | desc_sort_population | 106.235 | ms |
90th percentile service time | desc_sort_population | 168.255 | ms |
99th percentile service time | desc_sort_population | 172.249 | ms |
100th percentile service time | desc_sort_population | 172.439 | 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 | 112.151 | ms |
90th percentile latency | asc_sort_population | 187.041 | ms |
99th percentile latency | asc_sort_population | 190.23 | ms |
100th percentile latency | asc_sort_population | 190.757 | ms |
50th percentile service time | asc_sort_population | 111.163 | ms |
90th percentile service time | asc_sort_population | 185.456 | ms |
99th percentile service time | asc_sort_population | 189.457 | ms |
100th percentile service time | asc_sort_population | 189.604 | 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 | 1.5 | ops/s |
50th percentile latency | asc_sort_with_after_population | 166.955 | ms |
90th percentile latency | asc_sort_with_after_population | 299.339 | ms |
99th percentile latency | asc_sort_with_after_population | 303.174 | ms |
100th percentile latency | asc_sort_with_after_population | 304.096 | ms |
50th percentile service time | asc_sort_with_after_population | 166.094 | ms |
90th percentile service time | asc_sort_with_after_population | 298.16 | ms |
99th percentile service time | asc_sort_with_after_population | 301.707 | ms |
100th percentile service time | asc_sort_with_after_population | 302.899 | ms |
error rate | asc_sort_with_after_population | 0 | % |
Min Throughput | desc_sort_geonameid | 6 | ops/s |
Mean Throughput | desc_sort_geonameid | 6 | ops/s |
Median Throughput | desc_sort_geonameid | 6 | ops/s |
Max Throughput | desc_sort_geonameid | 6 | ops/s |
50th percentile latency | desc_sort_geonameid | 12.1517 | ms |
90th percentile latency | desc_sort_geonameid | 13.2045 | ms |
99th percentile latency | desc_sort_geonameid | 13.6046 | ms |
100th percentile latency | desc_sort_geonameid | 13.9144 | ms |
50th percentile service time | desc_sort_geonameid | 11.6082 | ms |
90th percentile service time | desc_sort_geonameid | 12.2822 | ms |
99th percentile service time | desc_sort_geonameid | 12.4863 | ms |
100th percentile service time | desc_sort_geonameid | 13.133 | ms |
error rate | desc_sort_geonameid | 0 | % |
Min Throughput | desc_sort_with_after_geonameid | 5.62 | ops/s |
Mean Throughput | desc_sort_with_after_geonameid | 5.65 | ops/s |
Median Throughput | desc_sort_with_after_geonameid | 5.65 | ops/s |
Max Throughput | desc_sort_with_after_geonameid | 5.69 | ops/s |
50th percentile latency | desc_sort_with_after_geonameid | 2714.69 | ms |
90th percentile latency | desc_sort_with_after_geonameid | 2848.8 | ms |
99th percentile latency | desc_sort_with_after_geonameid | 2957.33 | ms |
100th percentile latency | desc_sort_with_after_geonameid | 2987.48 | ms |
50th percentile service time | desc_sort_with_after_geonameid | 142.747 | ms |
90th percentile service time | desc_sort_with_after_geonameid | 243.951 | ms |
99th percentile service time | desc_sort_with_after_geonameid | 249.702 | ms |
100th percentile service time | desc_sort_with_after_geonameid | 249.824 | 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 | 6.19295 | ms |
90th percentile latency | asc_sort_geonameid | 6.85094 | ms |
99th percentile latency | asc_sort_geonameid | 8.11223 | ms |
100th percentile latency | asc_sort_geonameid | 8.7874 | ms |
50th percentile service time | asc_sort_geonameid | 5.51636 | ms |
90th percentile service time | asc_sort_geonameid | 5.82107 | ms |
99th percentile service time | asc_sort_geonameid | 7.5506 | ms |
100th percentile service time | asc_sort_geonameid | 7.88462 | ms |
error rate | asc_sort_geonameid | 0 | % |
Min Throughput | asc_sort_with_after_geonameid | 5.97 | ops/s |
Mean Throughput | asc_sort_with_after_geonameid | 5.98 | ops/s |
Median Throughput | asc_sort_with_after_geonameid | 5.98 | ops/s |
Max Throughput | asc_sort_with_after_geonameid | 5.99 | ops/s |
50th percentile latency | asc_sort_with_after_geonameid | 215.845 | ms |
90th percentile latency | asc_sort_with_after_geonameid | 302.616 | ms |
99th percentile latency | asc_sort_with_after_geonameid | 392.432 | ms |
100th percentile latency | asc_sort_with_after_geonameid | 434.061 | ms |
50th percentile service time | asc_sort_with_after_geonameid | 127.588 | ms |
90th percentile service time | asc_sort_with_after_geonameid | 214.525 | ms |
99th percentile service time | asc_sort_with_after_geonameid | 216.275 | ms |
100th percentile service time | asc_sort_with_after_geonameid | 217.393 | ms |
error rate | asc_sort_with_after_geonameid | 0 | % |
