Elasticsearch 7.10.1集群压测报告（8核32G*3，Intel）
原创Elasticsearch 7.10.1集群压测报告（8核32G*3，Intel）
原创
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：32G
硬盘：SSD云硬盘 1TB
CPU个数：1
CPU核心数：8
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
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 | 17.8971 | min | |
Min cumulative indexing time across primary shards | 0 | min | |
Median cumulative indexing time across primary shards | 0.0014 | min | |
Max cumulative indexing time across primary shards | 6.10697 | 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 | 4.5751 | min | |
Cumulative merge count of primary shards | 122 | ||
Min cumulative merge time across primary shards | 0 | min | |
Median cumulative merge time across primary shards | 0.001492 | min | |
Max cumulative merge time across primary shards | 1.52028 | min | |
Cumulative merge throttle time of primary shards | 0.792833 | 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 | 0.3203 | min | |
Cumulative refresh time of primary shards | 1.34323 | min | |
Cumulative refresh count of primary shards | 1024 | ||
Min cumulative refresh time across primary shards | 0 | min | |
Median cumulative refresh time across primary shards | 0.0092 | min | |
Max cumulative refresh time across primary shards | 0.44665 | min | |
Cumulative flush time of primary shards | 0.304667 | min | |
Cumulative flush count of primary shards | 21 | ||
Min cumulative flush time across primary shards | 0 | min | |
Median cumulative flush time across primary shards | 0.000325 | min | |
Max cumulative flush time across primary shards | 0.131633 | min | |
Total Young Gen GC time | 12.838 | s | |
Total Young Gen GC count | 1058 | ||
Total Old Gen GC time | 0 | s | |
Total Old Gen GC count | 0 | ||
Store size | 6.05677 | GB | |
Translog size | 0.014312 | GB | |
Heap used for segments | 0.786037 | MB | |
Heap used for doc values | 0.15276 | MB | |
Heap used for terms | 0.535995 | MB | |
Heap used for norms | 0.049255 | MB | |
Heap used for points | 0 | MB | |
Heap used for stored fields | 0.048027 | MB | |
Segment count | 99 | ||
Min Throughput | index-append | 66473.4 | docs/s |
Mean Throughput | index-append | 67327.3 | docs/s |
Median Throughput | index-append | 67308.6 | docs/s |
Max Throughput | index-append | 68484.4 | docs/s |
50th percentile latency | index-append | 356.13 | ms |
90th percentile latency | index-append | 1044.3 | ms |
99th percentile latency | index-append | 2036.47 | ms |
100th percentile latency | index-append | 2761.67 | ms |
50th percentile service time | index-append | 356.13 | ms |
90th percentile service time | index-append | 1044.3 | ms |
99th percentile service time | index-append | 2036.47 | ms |
100th percentile service time | index-append | 2761.67 | ms |
error rate | index-append | 0 | % |
Min Throughput | index-stats | 89.81 | ops/s |
Mean Throughput | index-stats | 89.89 | ops/s |
Median Throughput | index-stats | 89.9 | ops/s |
Max Throughput | index-stats | 89.93 | ops/s |
50th percentile latency | index-stats | 3.76232 | ms |
90th percentile latency | index-stats | 4.31119 | ms |
99th percentile latency | index-stats | 25.0359 | ms |
99.9th percentile latency | index-stats | 87.6608 | ms |
100th percentile latency | index-stats | 93.8337 | ms |
50th percentile service time | index-stats | 3.01051 | ms |
90th percentile service time | index-stats | 3.38244 | ms |
99th percentile service time | index-stats | 4.01293 | ms |
99.9th percentile service time | index-stats | 9.50633 | ms |
100th percentile service time | index-stats | 93.4013 | ms |
error rate | index-stats | 0 | % |
Min Throughput | node-stats | 89.91 | ops/s |
Mean Throughput | node-stats | 89.96 | ops/s |
Median Throughput | node-stats | 89.97 | ops/s |
Max Throughput | node-stats | 89.99 | ops/s |
50th percentile latency | node-stats | 4.0404 | ms |
90th percentile latency | node-stats | 4.66332 | ms |
99th percentile latency | node-stats | 5.75505 | ms |
99.9th percentile latency | node-stats | 7.72751 | ms |
100th percentile latency | node-stats | 13.6095 | ms |
50th percentile service time | node-stats | 3.25454 | ms |
90th percentile service time | node-stats | 3.85935 | ms |
99th percentile service time | node-stats | 5.06827 | ms |
99.9th percentile service time | node-stats | 6.71758 | ms |
100th percentile service time | node-stats | 13.1472 | ms |
error rate | node-stats | 0 | % |
Min Throughput | default | 50.01 | ops/s |
Mean Throughput | default | 50.01 | ops/s |
Median Throughput | default | 50.01 | ops/s |
Max Throughput | default | 50.02 | ops/s |
50th percentile latency | default | 4.35737 | ms |
90th percentile latency | default | 4.88184 | ms |
99th percentile latency | default | 5.54453 | ms |
99.9th percentile latency | default | 7.18094 | ms |
100th percentile latency | default | 9.56067 | ms |
50th percentile service time | default | 3.6539 | ms |
90th percentile service time | default | 4.03433 | ms |
99th percentile service time | default | 4.54517 | ms |
99.9th percentile service time | default | 6.37158 | ms |
100th percentile service time | default | 8.47822 | ms |
error rate | default | 0 | % |
Min Throughput | term | 99.96 | ops/s |
Mean Throughput | term | 99.97 | ops/s |
Median Throughput | term | 99.98 | ops/s |
Max Throughput | term | 99.98 | ops/s |
50th percentile latency | term | 3.43838 | ms |
90th percentile latency | term | 3.97576 | ms |
99th percentile latency | term | 4.53968 | ms |
99.9th percentile latency | term | 12.8783 | ms |
100th percentile latency | term | 19.7935 | ms |
50th percentile service time | term | 2.76449 | ms |
90th percentile service time | term | 3.00772 | ms |
99th percentile service time | term | 3.53801 | ms |
99.9th percentile service time | term | 3.92616 | ms |
100th percentile service time | term | 19.4717 | ms |
error rate | term | 0 | % |
Min Throughput | phrase | 109.71 | ops/s |
Mean Throughput | phrase | 109.83 | ops/s |
Median Throughput | phrase | 109.85 | ops/s |
Max Throughput | phrase | 109.89 | ops/s |
50th percentile latency | phrase | 3.65152 | ms |
90th percentile latency | phrase | 4.11519 | ms |
99th percentile latency | phrase | 4.68737 | ms |
99.9th percentile latency | phrase | 15.813 | ms |
100th percentile latency | phrase | 21.5058 | ms |
50th percentile service time | phrase | 2.94523 | ms |
90th percentile service time | phrase | 3.15831 | ms |
99th percentile service time | phrase | 3.52894 | ms |
99.9th percentile service time | phrase | 5.46572 | ms |
100th percentile service time | phrase | 20.4534 | ms |
error rate | phrase | 0 | % |
Min Throughput | country_agg_uncached | 2.99 | 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 | 3 | ops/s |
50th percentile latency | country_agg_uncached | 278.419 | ms |
90th percentile latency | country_agg_uncached | 338.071 | ms |
99th percentile latency | country_agg_uncached | 355.738 | ms |
100th percentile latency | country_agg_uncached | 368.443 | ms |
50th percentile service time | country_agg_uncached | 276.9 | ms |
90th percentile service time | country_agg_uncached | 337.805 | ms |
99th percentile service time | country_agg_uncached | 355.353 | ms |
100th percentile service time | country_agg_uncached | 366.932 | ms |
error rate | country_agg_uncached | 0 | % |
Min Throughput | country_agg_cached | 97.54 | ops/s |
Mean Throughput | country_agg_cached | 98.19 | ops/s |
Median Throughput | country_agg_cached | 98.26 | ops/s |
Max Throughput | country_agg_cached | 98.65 | ops/s |
50th percentile latency | country_agg_cached | 2.5026 | ms |
90th percentile latency | country_agg_cached | 2.9092 | ms |
99th percentile latency | country_agg_cached | 3.9038 | ms |
99.9th percentile latency | country_agg_cached | 8.04707 | ms |
100th percentile latency | country_agg_cached | 8.11013 | ms |
50th percentile service time | country_agg_cached | 1.7528 | ms |
90th percentile service time | country_agg_cached | 1.93257 | ms |
99th percentile service time | country_agg_cached | 2.15279 | ms |
99.9th percentile service time | country_agg_cached | 7.4365 | ms |
100th percentile service time | country_agg_cached | 7.84956 | ms |
error rate | country_agg_cached | 0 | % |
Min Throughput | scroll | 20.03 | 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 | 640.116 | ms |
90th percentile latency | scroll | 651.903 | ms |
99th percentile latency | scroll | 666.913 | ms |
100th percentile latency | scroll | 668.94 | ms |
50th percentile service time | scroll | 638.165 | ms |
90th percentile service time | scroll | 650.977 | ms |
99th percentile service time | scroll | 665.838 | ms |
100th percentile service time | scroll | 667.555 | 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 | 502.979 | ms |
90th percentile latency | expression | 568.035 | ms |
99th percentile latency | expression | 712.112 | ms |
100th percentile latency | expression | 749.714 | ms |
50th percentile service time | expression | 501.539 | ms |
90th percentile service time | expression | 564.89 | ms |
99th percentile service time | expression | 711.292 | ms |
100th percentile service time | expression | 748.878 | 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 | 654.669 | ms |
90th percentile latency | painless_static | 666.219 | ms |
99th percentile latency | painless_static | 671.554 | ms |
100th percentile latency | painless_static | 675.303 | ms |
50th percentile service time | painless_static | 653.577 | ms |
90th percentile service time | painless_static | 665.386 | ms |
99th percentile service time | painless_static | 671.186 | ms |
100th percentile service time | painless_static | 674.545 | 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 | 663.227 | ms |
90th percentile latency | painless_dynamic | 700.887 | ms |
99th percentile latency | painless_dynamic | 741.149 | ms |
100th percentile latency | painless_dynamic | 749.156 | ms |
50th percentile service time | painless_dynamic | 661.502 | ms |
90th percentile service time | painless_dynamic | 698.051 | ms |
99th percentile service time | painless_dynamic | 740.17 | ms |
100th percentile service time | painless_dynamic | 748.57 | 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 | 637.423 | ms |
90th percentile latency | decay_geo_gauss_function_score | 677.084 | ms |
99th percentile latency | decay_geo_gauss_function_score | 689.839 | ms |
100th percentile latency | decay_geo_gauss_function_score | 692.158 | ms |
50th percentile service time | decay_geo_gauss_function_score | 636.484 | ms |
90th percentile service time | decay_geo_gauss_function_score | 675.874 | ms |
99th percentile service time | decay_geo_gauss_function_score | 688.657 | ms |
100th percentile service time | decay_geo_gauss_function_score | 691.315 | 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 | 642.414 | ms |
90th percentile latency | decay_geo_gauss_script_score | 669.832 | ms |
99th percentile latency | decay_geo_gauss_script_score | 692.145 | ms |
100th percentile latency | decay_geo_gauss_script_score | 694.334 | ms |
50th percentile service time | decay_geo_gauss_script_score | 641.567 | ms |
90th percentile service time | decay_geo_gauss_script_score | 668.511 | ms |
99th percentile service time | decay_geo_gauss_script_score | 690.854 | ms |
100th percentile service time | decay_geo_gauss_script_score | 693.47 | 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 | 254.779 | ms |
90th percentile latency | field_value_function_score | 301.639 | ms |
99th percentile latency | field_value_function_score | 344.603 | ms |
100th percentile latency | field_value_function_score | 354.755 | ms |
50th percentile service time | field_value_function_score | 252.933 | ms |
90th percentile service time | field_value_function_score | 299.199 | ms |
99th percentile service time | field_value_function_score | 342.207 | ms |
100th percentile service time | field_value_function_score | 352.667 | 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 | 324.439 | ms |
90th percentile latency | field_value_script_score | 383.399 | ms |
99th percentile latency | field_value_script_score | 396.528 | ms |
100th percentile latency | field_value_script_score | 429.46 | ms |
50th percentile service time | field_value_script_score | 322.952 | ms |
90th percentile service time | field_value_script_score | 382.208 | ms |
99th percentile service time | field_value_script_score | 395.474 | ms |
100th percentile service time | field_value_script_score | 428.324 | ms |
error rate | field_value_script_score | 0 | % |
Min Throughput | large_terms | 1 | ops/s |
Mean Throughput | large_terms | 1.01 | ops/s |
Median Throughput | large_terms | 1.01 | ops/s |
Max Throughput | large_terms | 1.01 | ops/s |
50th percentile latency | large_terms | 21242.9 | ms |
90th percentile latency | large_terms | 24030.6 | ms |
99th percentile latency | large_terms | 24543.6 | ms |
100th percentile latency | large_terms | 24653.5 | ms |
50th percentile service time | large_terms | 1018.05 | ms |
90th percentile service time | large_terms | 1033.78 | ms |
99th percentile service time | large_terms | 1055.77 | ms |
100th percentile service time | large_terms | 1085.81 | ms |
error rate | large_terms | 0 | % |
Min Throughput | large_filtered_terms | 1.04 | ops/s |
Mean Throughput | large_filtered_terms | 1.04 | ops/s |
Median Throughput | large_filtered_terms | 1.04 | ops/s |
Max Throughput | large_filtered_terms | 1.04 | ops/s |
50th percentile latency | large_filtered_terms | 13956.2 | ms |
90th percentile latency | large_filtered_terms | 15970.5 | ms |
99th percentile latency | large_filtered_terms | 16585.8 | ms |
100th percentile latency | large_filtered_terms | 16594.7 | ms |
50th percentile service time | large_filtered_terms | 999.665 | ms |
90th percentile service time | large_filtered_terms | 1014.51 | ms |
99th percentile service time | large_filtered_terms | 1030.27 | ms |
100th percentile service time | large_filtered_terms | 1052.65 | ms |
error rate | large_filtered_terms | 0 | % |
Min Throughput | large_prohibited_terms | 0.96 | ops/s |
Mean Throughput | large_prohibited_terms | 0.96 | ops/s |
Median Throughput | large_prohibited_terms | 0.96 | ops/s |
Max Throughput | large_prohibited_terms | 0.96 | ops/s |
50th percentile latency | large_prohibited_terms | 34937.3 | ms |
90th percentile latency | large_prohibited_terms | 40304.5 | ms |
99th percentile latency | large_prohibited_terms | 41289.4 | ms |
100th percentile latency | large_prohibited_terms | 41383.7 | ms |
50th percentile service time | large_prohibited_terms | 1023.82 | ms |
90th percentile service time | large_prohibited_terms | 1125.19 | ms |
99th percentile service time | large_prohibited_terms | 1233.24 | ms |
100th percentile service time | large_prohibited_terms | 1373.52 | 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 | 113.633 | ms |
90th percentile latency | desc_sort_population | 188.21 | ms |
99th percentile latency | desc_sort_population | 205.838 | ms |
100th percentile latency | desc_sort_population | 206.634 | ms |
50th percentile service time | desc_sort_population | 112.221 | ms |
90th percentile service time | desc_sort_population | 186.685 | ms |
99th percentile service time | desc_sort_population | 204.112 | ms |
100th percentile service time | desc_sort_population | 205.142 | ms |
error rate | desc_sort_population | 0 | % |
Min Throughput | asc_sort_population | 1.5 | ops/s |
Mean Throughput | asc_sort_population | 1.51 | 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 | 110.387 | ms |
90th percentile latency | asc_sort_population | 187.696 | ms |
99th percentile latency | asc_sort_population | 193.171 | ms |
100th percentile latency | asc_sort_population | 195.723 | ms |
50th percentile service time | asc_sort_population | 109.176 | ms |
90th percentile service time | asc_sort_population | 186.048 | ms |
99th percentile service time | asc_sort_population | 192.03 | ms |
100th percentile service time | asc_sort_population | 194.855 | 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 | 159.499 | ms |
90th percentile latency | asc_sort_with_after_population | 229.463 | ms |
99th percentile latency | asc_sort_with_after_population | 250.332 | ms |
100th percentile latency | asc_sort_with_after_population | 286.187 | ms |
50th percentile service time | asc_sort_with_after_population | 158.401 | ms |
90th percentile service time | asc_sort_with_after_population | 228.038 | ms |
99th percentile service time | asc_sort_with_after_population | 249.041 | ms |
100th percentile service time | asc_sort_with_after_population | 284.56 | ms |
error rate | asc_sort_with_after_population | 0 | % |
Min Throughput | desc_sort_geonameid | 6.01 | ops/s |
Mean Throughput | desc_sort_geonameid | 6.01 | ops/s |
Median Throughput | desc_sort_geonameid | 6.01 | ops/s |
Max Throughput | desc_sort_geonameid | 6.01 | ops/s |
50th percentile latency | desc_sort_geonameid | 9.48206 | ms |
90th percentile latency | desc_sort_geonameid | 10.4281 | ms |
99th percentile latency | desc_sort_geonameid | 10.9411 | ms |
100th percentile latency | desc_sort_geonameid | 11.5985 | ms |
50th percentile service time | desc_sort_geonameid | 8.91875 | ms |
90th percentile service time | desc_sort_geonameid | 9.41848 | ms |
99th percentile service time | desc_sort_geonameid | 10.2572 | ms |
100th percentile service time | desc_sort_geonameid | 10.3711 | 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 | 133.689 | ms |
90th percentile latency | desc_sort_with_after_geonameid | 196.856 | ms |
99th percentile latency | desc_sort_with_after_geonameid | 223.581 | ms |
100th percentile latency | desc_sort_with_after_geonameid | 235.099 | ms |
50th percentile service time | desc_sort_with_after_geonameid | 132.115 | ms |
90th percentile service time | desc_sort_with_after_geonameid | 182.307 | ms |
99th percentile service time | desc_sort_with_after_geonameid | 221.331 | ms |
100th percentile service time | desc_sort_with_after_geonameid | 223.043 | 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 | 6.92794 | ms |
90th percentile latency | asc_sort_geonameid | 7.68625 | ms |
99th percentile latency | asc_sort_geonameid | 8.04633 | ms |
100th percentile latency | asc_sort_geonameid | 8.13062 | ms |
50th percentile service time | asc_sort_geonameid | 6.30808 | ms |
90th percentile service time | asc_sort_geonameid | 6.6746 | ms |
99th percentile service time | asc_sort_geonameid | 6.92573 | ms |
100th percentile service time | asc_sort_geonameid | 7.03854 | 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 | 6.01 | ops/s |
Max Throughput | asc_sort_with_after_geonameid | 6.01 | ops/s |
50th percentile latency | asc_sort_with_after_geonameid | 125.278 | ms |
90th percentile latency | asc_sort_with_after_geonameid | 203.164 | ms |
99th percentile latency | asc_sort_with_after_geonameid | 233.588 | ms |
100th percentile latency | asc_sort_with_after_geonameid | 233.875 | ms |
50th percentile service time | asc_sort_with_after_geonameid | 122.861 | ms |
90th percentile service time | asc_sort_with_after_geonameid | 192.424 | ms |
99th percentile service time | asc_sort_with_after_geonameid | 218.462 | ms |
100th percentile service time | asc_sort_with_after_geonameid | 225.712 | ms |
error rate | asc_sort_with_after_geonameid | 0 | % |
原创声明：本文系作者授权腾讯云开发者社区发表，未经许可，不得转载。
如有侵权，请联系 cloudcommunity@tencent.com 删除。
原创声明：本文系作者授权腾讯云开发者社区发表，未经许可，不得转载。
如有侵权，请联系 cloudcommunity@tencent.com 删除。