Elasticsearch 7.10.1集群压测报告（8核32G*3，AMD）
原创Elasticsearch 7.10.1集群压测报告（8核32G*3，AMD）
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：AMD EPYC 7K62 48-Core Processor
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 | 15.4204 | min | |
Min cumulative indexing time across primary shards | 0 | min | |
Median cumulative indexing time across primary shards | 0.00133333 | min | |
Max cumulative indexing time across primary shards | 5.60557 | 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 | 4.10468 | min | |
Cumulative merge count of primary shards | 127 | ||
Min cumulative merge time across primary shards | 0 | min | |
Median cumulative merge time across primary shards | 0.0014 | min | |
Max cumulative merge time across primary shards | 1.40863 | min | |
Cumulative merge throttle time of primary shards | 0.87585 | 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 | 0.311133 | min | |
Cumulative refresh time of primary shards | 1.08202 | min | |
Cumulative refresh count of primary shards | 1053 | ||
Min cumulative refresh time across primary shards | 0 | min | |
Median cumulative refresh time across primary shards | 0.00851667 | min | |
Max cumulative refresh time across primary shards | 0.34495 | min | |
Cumulative flush time of primary shards | 0.288333 | 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 | 0.110533 | min | |
Total Young Gen GC time | 9.41 | s | |
Total Young Gen GC count | 1119 | ||
Total Old Gen GC time | 0 | s | |
Total Old Gen GC count | 0 | ||
Store size | 6.05857 | GB | |
Translog size | 0.0153261 | GB | |
Heap used for segments | 0.888233 | MB | |
Heap used for doc values | 0.187038 | MB | |
Heap used for terms | 0.59523 | MB | |
Heap used for norms | 0.0531616 | MB | |
Heap used for points | 0 | MB | |
Heap used for stored fields | 0.052803 | MB | |
Segment count | 109 | ||
Min Throughput | index-append | 82021.7 | docs/s |
Mean Throughput | index-append | 82462.8 | docs/s |
Median Throughput | index-append | 82386.2 | docs/s |
Max Throughput | index-append | 83125.2 | docs/s |
50th percentile latency | index-append | 301.696 | ms |
90th percentile latency | index-append | 444.837 | ms |
99th percentile latency | index-append | 2023.37 | ms |
100th percentile latency | index-append | 2783.09 | ms |
50th percentile service time | index-append | 301.696 | ms |
90th percentile service time | index-append | 444.837 | ms |
99th percentile service time | index-append | 2023.37 | ms |
100th percentile service time | index-append | 2783.09 | ms |
error rate | index-append | 0 | % |
Min Throughput | index-stats | 90 | ops/s |
Mean Throughput | index-stats | 90 | ops/s |
Median Throughput | index-stats | 90 | ops/s |
Max Throughput | index-stats | 90 | ops/s |
50th percentile latency | index-stats | 3.44108 | ms |
90th percentile latency | index-stats | 3.98452 | ms |
99th percentile latency | index-stats | 5.299 | ms |
99.9th percentile latency | index-stats | 38.0072 | ms |
100th percentile latency | index-stats | 44.7222 | ms |
50th percentile service time | index-stats | 2.69155 | ms |
90th percentile service time | index-stats | 3.11186 | ms |
99th percentile service time | index-stats | 3.9878 | ms |
99.9th percentile service time | index-stats | 10.1688 | ms |
100th percentile service time | index-stats | 43.6778 | ms |
error rate | index-stats | 0 | % |
Min Throughput | node-stats | 89.97 | ops/s |
Mean Throughput | node-stats | 89.99 | ops/s |
Median Throughput | node-stats | 89.99 | ops/s |
Max Throughput | node-stats | 90 | ops/s |
50th percentile latency | node-stats | 3.86662 | ms |
90th percentile latency | node-stats | 4.6441 | ms |
99th percentile latency | node-stats | 6.03199 | ms |
99.9th percentile latency | node-stats | 7.77375 | ms |
100th percentile latency | node-stats | 11.1361 | ms |
50th percentile service time | node-stats | 3.09424 | ms |
90th percentile service time | node-stats | 3.87135 | ms |
99th percentile service time | node-stats | 5.18555 | ms |
99.9th percentile service time | node-stats | 6.79361 | ms |
100th percentile service time | node-stats | 10.4609 | ms |
error rate | node-stats | 0 | % |
Min Throughput | default | 50.01 | ops/s |
Mean Throughput | default | 50.02 | ops/s |
Median Throughput | default | 50.01 | ops/s |
Max Throughput | default | 50.03 | ops/s |
50th percentile latency | default | 3.79126 | ms |
90th percentile latency | default | 4.40135 | ms |
99th percentile latency | default | 5.30919 | ms |
99.9th percentile latency | default | 9.95044 | ms |
100th percentile latency | default | 16.0406 | ms |
50th percentile service time | default | 3.11513 | ms |
90th percentile service time | default | 3.55932 | ms |
99th percentile service time | default | 4.45552 | ms |
99.9th percentile service time | default | 9.09098 | ms |
100th percentile service time | default | 15.3868 | ms |
error rate | default | 0 | % |
Min Throughput | term | 99.87 | ops/s |
Mean Throughput | term | 99.92 | ops/s |
Median Throughput | term | 99.93 | ops/s |
Max Throughput | term | 99.95 | ops/s |
50th percentile latency | term | 2.95951 | ms |
90th percentile latency | term | 3.47878 | ms |
99th percentile latency | term | 5.96863 | ms |
99.9th percentile latency | term | 42.9865 | ms |
100th percentile latency | term | 45.2784 | ms |
50th percentile service time | term | 2.21038 | ms |
90th percentile service time | term | 2.64551 | ms |
99th percentile service time | term | 3.26334 | ms |
99.9th percentile service time | term | 22.3663 | ms |
100th percentile service time | term | 31.8719 | ms |
error rate | term | 0 | % |
Min Throughput | phrase | 109.79 | ops/s |
Mean Throughput | phrase | 109.87 | ops/s |
Median Throughput | phrase | 109.88 | ops/s |
Max Throughput | phrase | 109.91 | ops/s |
50th percentile latency | phrase | 3.46583 | ms |
90th percentile latency | phrase | 4.0292 | ms |
99th percentile latency | phrase | 4.79164 | ms |
99.9th percentile latency | phrase | 22.6104 | ms |
100th percentile latency | phrase | 26.7837 | ms |
50th percentile service time | phrase | 2.74638 | ms |
90th percentile service time | phrase | 3.18039 | ms |
99th percentile service time | phrase | 3.84184 | ms |
99.9th percentile service time | phrase | 6.36719 | ms |
100th percentile service time | phrase | 26.4556 | ms |
error rate | phrase | 0 | % |
Min Throughput | country_agg_uncached | 2.99 | 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 | 269.149 | ms |
90th percentile latency | country_agg_uncached | 273.057 | ms |
99th percentile latency | country_agg_uncached | 278.817 | ms |
100th percentile latency | country_agg_uncached | 286.744 | ms |
50th percentile service time | country_agg_uncached | 268.065 | ms |
90th percentile service time | country_agg_uncached | 272.192 | ms |
99th percentile service time | country_agg_uncached | 278.273 | ms |
100th percentile service time | country_agg_uncached | 285.921 | 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 | 98.25 | ops/s |
Max Throughput | country_agg_cached | 98.65 | ops/s |
50th percentile latency | country_agg_cached | 2.44149 | ms |
90th percentile latency | country_agg_cached | 3.57161 | ms |
99th percentile latency | country_agg_cached | 4.06758 | ms |
99.9th percentile latency | country_agg_cached | 4.75733 | ms |
100th percentile latency | country_agg_cached | 8.72978 | ms |
50th percentile service time | country_agg_cached | 1.62785 | ms |
90th percentile service time | country_agg_cached | 1.94765 | ms |
99th percentile service time | country_agg_cached | 2.40375 | ms |
99.9th percentile service time | country_agg_cached | 3.82282 | ms |
100th percentile service time | country_agg_cached | 8.15348 | ms |
error rate | country_agg_cached | 0 | % |
Min Throughput | scroll | 20.03 | pages/s |
Mean Throughput | scroll | 20.04 | pages/s |
Median Throughput | scroll | 20.04 | pages/s |
Max Throughput | scroll | 20.05 | pages/s |
50th percentile latency | scroll | 608.43 | ms |
90th percentile latency | scroll | 618.341 | ms |
99th percentile latency | scroll | 630.375 | ms |
100th percentile latency | scroll | 643.218 | ms |
50th percentile service time | scroll | 606.853 | ms |
90th percentile service time | scroll | 616.445 | ms |
99th percentile service time | scroll | 629.186 | ms |
100th percentile service time | scroll | 641.773 | 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 | 468.457 | ms |
90th percentile latency | expression | 471.827 | ms |
99th percentile latency | expression | 490.783 | ms |
100th percentile latency | expression | 494.895 | ms |
50th percentile service time | expression | 467.494 | ms |
90th percentile service time | expression | 470.928 | ms |
99th percentile service time | expression | 490.078 | ms |
100th percentile service time | expression | 494.534 | 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 | 621.158 | ms |
90th percentile latency | painless_static | 629.028 | ms |
99th percentile latency | painless_static | 641.496 | ms |
100th percentile latency | painless_static | 649.315 | ms |
50th percentile service time | painless_static | 620.261 | ms |
90th percentile service time | painless_static | 628.394 | ms |
99th percentile service time | painless_static | 641.063 | ms |
100th percentile service time | painless_static | 648.63 | 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 | 606.079 | ms |
90th percentile latency | painless_dynamic | 612.458 | ms |
99th percentile latency | painless_dynamic | 621.385 | ms |
100th percentile latency | painless_dynamic | 636.442 | ms |
50th percentile service time | painless_dynamic | 604.965 | ms |
90th percentile service time | painless_dynamic | 611.485 | ms |
99th percentile service time | painless_dynamic | 620.609 | ms |
100th percentile service time | painless_dynamic | 635.157 | 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 | 553.953 | ms |
90th percentile latency | decay_geo_gauss_function_score | 563.907 | ms |
99th percentile latency | decay_geo_gauss_function_score | 580.905 | ms |
100th percentile latency | decay_geo_gauss_function_score | 584.343 | ms |
50th percentile service time | decay_geo_gauss_function_score | 552.879 | ms |
90th percentile service time | decay_geo_gauss_function_score | 562.371 | ms |
99th percentile service time | decay_geo_gauss_function_score | 579.423 | ms |
100th percentile service time | decay_geo_gauss_function_score | 583.145 | 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 | 570.908 | ms |
90th percentile latency | decay_geo_gauss_script_score | 581.122 | ms |
99th percentile latency | decay_geo_gauss_script_score | 596.53 | ms |
100th percentile latency | decay_geo_gauss_script_score | 597.903 | ms |
50th percentile service time | decay_geo_gauss_script_score | 570.098 | ms |
90th percentile service time | decay_geo_gauss_script_score | 579.971 | ms |
99th percentile service time | decay_geo_gauss_script_score | 594.926 | ms |
100th percentile service time | decay_geo_gauss_script_score | 597.184 | 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 | 221.406 | ms |
90th percentile latency | field_value_function_score | 230.417 | ms |
99th percentile latency | field_value_function_score | 237.445 | ms |
100th percentile latency | field_value_function_score | 247.695 | ms |
50th percentile service time | field_value_function_score | 220.246 | ms |
90th percentile service time | field_value_function_score | 229.26 | ms |
99th percentile service time | field_value_function_score | 236.631 | ms |
100th percentile service time | field_value_function_score | 246.138 | 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 | 292.884 | ms |
90th percentile latency | field_value_script_score | 295.211 | ms |
99th percentile latency | field_value_script_score | 318.695 | ms |
100th percentile latency | field_value_script_score | 371.378 | ms |
50th percentile service time | field_value_script_score | 291.864 | ms |
90th percentile service time | field_value_script_score | 294.001 | ms |
99th percentile service time | field_value_script_score | 317.536 | ms |
100th percentile service time | field_value_script_score | 370.16 | ms |
error rate | field_value_script_score | 0 | % |
Min Throughput | large_terms | 1.1 | ops/s |
Mean Throughput | large_terms | 1.1 | ops/s |
Median Throughput | large_terms | 1.1 | ops/s |
Max Throughput | large_terms | 1.1 | ops/s |
50th percentile latency | large_terms | 874.286 | ms |
90th percentile latency | large_terms | 887.648 | ms |
99th percentile latency | large_terms | 896.463 | ms |
100th percentile latency | large_terms | 897.591 | ms |
50th percentile service time | large_terms | 867.613 | ms |
90th percentile service time | large_terms | 880.374 | ms |
99th percentile service time | large_terms | 889.655 | ms |
100th percentile service time | large_terms | 889.989 | ms |
error rate | large_terms | 0 | % |
Min Throughput | large_filtered_terms | 1.1 | ops/s |
Mean Throughput | large_filtered_terms | 1.1 | ops/s |
Median Throughput | large_filtered_terms | 1.1 | ops/s |
Max Throughput | large_filtered_terms | 1.1 | ops/s |
50th percentile latency | large_filtered_terms | 872.465 | ms |
90th percentile latency | large_filtered_terms | 884.033 | ms |
99th percentile latency | large_filtered_terms | 901.338 | ms |
100th percentile latency | large_filtered_terms | 911.676 | ms |
50th percentile service time | large_filtered_terms | 865.622 | ms |
90th percentile service time | large_filtered_terms | 876.737 | ms |
99th percentile service time | large_filtered_terms | 893.794 | ms |
100th percentile service time | large_filtered_terms | 903.582 | ms |
error rate | large_filtered_terms | 0 | % |
Min Throughput | large_prohibited_terms | 1.1 | ops/s |
Mean Throughput | large_prohibited_terms | 1.1 | ops/s |
Median Throughput | large_prohibited_terms | 1.1 | ops/s |
Max Throughput | large_prohibited_terms | 1.1 | ops/s |
50th percentile latency | large_prohibited_terms | 873.317 | ms |
90th percentile latency | large_prohibited_terms | 890.626 | ms |
99th percentile latency | large_prohibited_terms | 914.139 | ms |
100th percentile latency | large_prohibited_terms | 921.4 | ms |
50th percentile service time | large_prohibited_terms | 865.85 | ms |
90th percentile service time | large_prohibited_terms | 883.182 | ms |
99th percentile service time | large_prohibited_terms | 906.849 | ms |
100th percentile service time | large_prohibited_terms | 914.852 | 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 | 103.368 | ms |
90th percentile latency | desc_sort_population | 121.52 | ms |
99th percentile latency | desc_sort_population | 147.378 | ms |
100th percentile latency | desc_sort_population | 162.058 | ms |
50th percentile service time | desc_sort_population | 102.062 | ms |
90th percentile service time | desc_sort_population | 120.179 | ms |
99th percentile service time | desc_sort_population | 146.429 | ms |
100th percentile service time | desc_sort_population | 161.312 | 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 | 106.443 | ms |
90th percentile latency | asc_sort_population | 118.099 | ms |
99th percentile latency | asc_sort_population | 124.97 | ms |
100th percentile latency | asc_sort_population | 126.89 | ms |
50th percentile service time | asc_sort_population | 105.037 | ms |
90th percentile service time | asc_sort_population | 116.566 | ms |
99th percentile service time | asc_sort_population | 123.97 | ms |
100th percentile service time | asc_sort_population | 125.546 | 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 | 162.77 | ms |
90th percentile latency | asc_sort_with_after_population | 178.146 | ms |
99th percentile latency | asc_sort_with_after_population | 182.551 | ms |
100th percentile latency | asc_sort_with_after_population | 184.061 | ms |
50th percentile service time | asc_sort_with_after_population | 161.567 | ms |
90th percentile service time | asc_sort_with_after_population | 176.876 | ms |
99th percentile service time | asc_sort_with_after_population | 181.754 | ms |
100th percentile service time | asc_sort_with_after_population | 182.319 | 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 | 7.21374 | ms |
90th percentile latency | desc_sort_geonameid | 7.75274 | ms |
99th percentile latency | desc_sort_geonameid | 8.15132 | ms |
100th percentile latency | desc_sort_geonameid | 8.15188 | ms |
50th percentile service time | desc_sort_geonameid | 6.31562 | ms |
90th percentile service time | desc_sort_geonameid | 7.02085 | ms |
99th percentile service time | desc_sort_geonameid | 7.37525 | ms |
100th percentile service time | desc_sort_geonameid | 7.41357 | 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 | 131.94 | ms |
90th percentile latency | desc_sort_with_after_geonameid | 140.335 | ms |
99th percentile latency | desc_sort_with_after_geonameid | 161.993 | ms |
100th percentile latency | desc_sort_with_after_geonameid | 162.614 | ms |
50th percentile service time | desc_sort_with_after_geonameid | 131.317 | ms |
90th percentile service time | desc_sort_with_after_geonameid | 139.324 | ms |
99th percentile service time | desc_sort_with_after_geonameid | 161.083 | ms |
100th percentile service time | desc_sort_with_after_geonameid | 161.61 | 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 | 6.80715 | ms |
90th percentile latency | asc_sort_geonameid | 7.84657 | ms |
99th percentile latency | asc_sort_geonameid | 8.26933 | ms |
100th percentile latency | asc_sort_geonameid | 8.34375 | ms |
50th percentile service time | asc_sort_geonameid | 6.18429 | ms |
90th percentile service time | asc_sort_geonameid | 6.78306 | ms |
99th percentile service time | asc_sort_geonameid | 7.15076 | ms |
100th percentile service time | asc_sort_geonameid | 7.174 | 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 | 120.317 | ms |
90th percentile latency | asc_sort_with_after_geonameid | 131.139 | ms |
99th percentile latency | asc_sort_with_after_geonameid | 136.769 | ms |
100th percentile latency | asc_sort_with_after_geonameid | 146.23 | ms |
50th percentile service time | asc_sort_with_after_geonameid | 119.526 | ms |
90th percentile service time | asc_sort_with_after_geonameid | 130.616 | ms |
99th percentile service time | asc_sort_with_after_geonameid | 135.632 | ms |
100th percentile service time | asc_sort_with_after_geonameid | 145.283 | 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。