Elasticsearch 7.10.1集群压测报告（16核64G*3 本地NVMe SSD，Intel）
原创Elasticsearch 7.10.1集群压测报告（16核64G*3 本地NVMe SSD，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：64G
硬盘：本地NVMe SSD盘 3.5T
CPU个数：1
CPU核心数：16
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=10.0.1.10:9200 \
--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 | 13.65421667 | min | |
Min cumulative indexing time across primary shards | 0 | min | |
Median cumulative indexing time across primary shards | 0.003233333 | min | |
Max cumulative indexing time across primary shards | 4.546866667 | 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 | 3.7998 | min | |
Cumulative merge count of primary shards | 116 | ||
Min cumulative merge time across primary shards | 0 | min | |
Median cumulative merge time across primary shards | 0.00215 | min | |
Max cumulative merge time across primary shards | 1.368616667 | min | |
Cumulative merge throttle time of primary shards | 0.854816667 | 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 | 0.376866667 | min | |
Cumulative refresh time of primary shards | 0.8684 | min | |
Cumulative refresh count of primary shards | 824 | ||
Min cumulative refresh time across primary shards | 0 | min | |
Median cumulative refresh time across primary shards | 0.013216667 | min | |
Max cumulative refresh time across primary shards | 0.288866667 | min | |
Cumulative flush time of primary shards | 0.231516667 | min | |
Cumulative flush count of primary shards | 16 | ||
Min cumulative flush time across primary shards | 0 | min | |
Median cumulative flush time across primary shards | 3.33E-05 | min | |
Max cumulative flush time across primary shards | 0.090116667 | min | |
Total Young Gen GC time | 5.537 | s | |
Total Young Gen GC count | 428 | ||
Total Old Gen GC time | 0 | s | |
Total Old Gen GC count | 0 | ||
Store size | 6.086144759 | GB | |
Translog size | 0.014669072 | GB | |
Heap used for segments | 1.157173157 | MB | |
Heap used for doc values | 0.233444214 | MB | |
Heap used for terms | 0.801841736 | MB | |
Heap used for norms | 0.05255127 | MB | |
Heap used for points | 0 | MB | |
Heap used for stored fields | 0.069335938 | MB | |
Segment count | 106 | ||
error rate | index-append | 0 | % |
Min Throughput | index-stats | 90.01 | ops/s |
Mean Throughput | index-stats | 90.02 | ops/s |
Median Throughput | index-stats | 90.02 | ops/s |
Max Throughput | index-stats | 90.03 | ops/s |
50th percentile latency | index-stats | 3.455013706 | ms |
90th percentile latency | index-stats | 3.865102708 | ms |
99th percentile latency | index-stats | 4.179690956 | ms |
99.9th percentile latency | index-stats | 6.49599925 | ms |
100th percentile latency | index-stats | 6.718149525 | ms |
50th percentile service time | index-stats | 2.740972996 | ms |
90th percentile service time | index-stats | 2.861405979 | ms |
99th percentile service time | index-stats | 3.228418953 | ms |
99.9th percentile service time | index-stats | 4.324396003 | ms |
100th percentile service time | index-stats | 5.646112026 | ms |
error rate | index-stats | 0 | % |
Min Throughput | node-stats | 89.84 | ops/s |
Mean Throughput | node-stats | 89.94 | ops/s |
Median Throughput | node-stats | 89.95 | ops/s |
Max Throughput | node-stats | 89.97 | ops/s |
50th percentile latency | node-stats | 3.845604981 | ms |
90th percentile latency | node-stats | 4.411485343 | ms |
99th percentile latency | node-stats | 7.24903738 | ms |
99.9th percentile latency | node-stats | 30.31716143 | ms |
100th percentile latency | node-stats | 33.79341552 | ms |
50th percentile service time | node-stats | 3.116541484 | ms |
90th percentile service time | node-stats | 3.478722525 | ms |
99th percentile service time | node-stats | 5.306357127 | ms |
99.9th percentile service time | node-stats | 29.87361055 | ms |
100th percentile service time | node-stats | 33.57647097 | 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 | 4.064526525 | ms |
90th percentile latency | default | 4.501826642 | ms |
99th percentile latency | default | 4.822351079 | ms |
99.9th percentile latency | default | 7.446992685 | ms |
100th percentile latency | default | 10.88421501 | ms |
50th percentile service time | default | 3.334970505 | ms |
90th percentile service time | default | 3.497533122 | ms |
99th percentile service time | default | 3.920079021 | ms |
99.9th percentile service time | default | 6.650144298 | ms |
100th percentile service time | default | 9.162903996 | ms |
error rate | default | 0 | % |
Min Throughput | term | 99.94 | 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 | 3.888126492 | ms |
90th percentile latency | term | 4.309532285 | ms |
99th percentile latency | term | 4.719402031 | ms |
99.9th percentile latency | term | 6.680716229 | ms |
100th percentile latency | term | 7.289358997 | ms |
50th percentile service time | term | 3.183407011 | ms |
90th percentile service time | term | 3.321979992 | ms |
99th percentile service time | term | 3.905628119 | ms |
99.9th percentile service time | term | 5.603055375 | ms |
100th percentile service time | term | 6.446593034 | ms |
error rate | term | 0 | % |
Min Throughput | phrase | 109.74 | ops/s |
Mean Throughput | phrase | 109.84 | ops/s |
Median Throughput | phrase | 109.85 | ops/s |
Max Throughput | phrase | 109.89 | ops/s |
50th percentile latency | phrase | 3.632957436 | ms |
90th percentile latency | phrase | 4.082768376 | ms |
99th percentile latency | phrase | 9.706799537 | ms |
99.9th percentile latency | phrase | 29.81259928 | ms |
100th percentile latency | phrase | 32.19792765 | ms |
50th percentile service time | phrase | 2.910208976 | ms |
90th percentile service time | phrase | 3.142374702 | ms |
99th percentile service time | phrase | 3.984294158 | ms |
99.9th percentile service time | phrase | 20.82108271 | ms |
100th percentile service time | phrase | 31.94962203 | 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 | 251.0548279 | ms |
90th percentile latency | country_agg_uncached | 257.6586545 | ms |
99th percentile latency | country_agg_uncached | 309.3294735 | ms |
100th percentile latency | country_agg_uncached | 325.2049923 | ms |
50th percentile service time | country_agg_uncached | 250.289458 | ms |
90th percentile service time | country_agg_uncached | 256.7963825 | ms |
99th percentile service time | country_agg_uncached | 308.5876537 | ms |
100th percentile service time | country_agg_uncached | 324.82491 | ms |
error rate | country_agg_uncached | 0 | % |
Min Throughput | country_agg_cached | 97.7 | ops/s |
Mean Throughput | country_agg_cached | 98.31 | ops/s |
Median Throughput | country_agg_cached | 98.37 | ops/s |
Max Throughput | country_agg_cached | 98.73 | ops/s |
50th percentile latency | country_agg_cached | 2.292511461 | ms |
90th percentile latency | country_agg_cached | 3.606574354 | ms |
99th percentile latency | country_agg_cached | 3.905656755 | ms |
99.9th percentile latency | country_agg_cached | 12.49224018 | ms |
100th percentile latency | country_agg_cached | 20.38649598 | ms |
50th percentile service time | country_agg_cached | 1.612633991 | ms |
90th percentile service time | country_agg_cached | 1.707840967 | ms |
99th percentile service time | country_agg_cached | 1.882032589 | ms |
99.9th percentile service time | country_agg_cached | 2.454972915 | ms |
100th percentile service time | country_agg_cached | 19.66166002 | 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 | 20.04 | pages/s |
50th percentile latency | scroll | 628.220485 | ms |
90th percentile latency | scroll | 644.2532087 | ms |
99th percentile latency | scroll | 650.1815793 | ms |
100th percentile latency | scroll | 651.516327 | ms |
50th percentile service time | scroll | 626.7748305 | ms |
90th percentile service time | scroll | 642.7276699 | ms |
99th percentile service time | scroll | 648.6820131 | ms |
100th percentile service time | scroll | 649.740635 | 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 | 428.848215 | ms |
90th percentile latency | expression | 439.8192967 | ms |
99th percentile latency | expression | 459.0066177 | ms |
100th percentile latency | expression | 515.3190996 | ms |
50th percentile service time | expression | 428.0562435 | ms |
90th percentile service time | expression | 438.3463855 | ms |
99th percentile service time | expression | 458.5917785 | ms |
100th percentile service time | expression | 514.3833789 | 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 | 586.3726893 | ms |
90th percentile latency | painless_static | 596.5983276 | ms |
99th percentile latency | painless_static | 606.40333 | ms |
100th percentile latency | painless_static | 643.5932609 | ms |
50th percentile service time | painless_static | 585.549683 | ms |
90th percentile service time | painless_static | 595.2985338 | ms |
99th percentile service time | painless_static | 604.4269893 | ms |
100th percentile service time | painless_static | 642.71596 | 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 | 578.331885 | ms |
90th percentile latency | painless_dynamic | 588.6542239 | ms |
99th percentile latency | painless_dynamic | 639.5249295 | ms |
100th percentile latency | painless_dynamic | 674.0814669 | ms |
50th percentile service time | painless_dynamic | 577.148992 | ms |
90th percentile service time | painless_dynamic | 586.6313238 | ms |
99th percentile service time | painless_dynamic | 637.8022957 | ms |
100th percentile service time | painless_dynamic | 673.520562 | 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 | 596.2377415 | ms |
90th percentile latency | decay_geo_gauss_function_score | 601.2386714 | ms |
99th percentile latency | decay_geo_gauss_function_score | 635.365771 | ms |
100th percentile latency | decay_geo_gauss_function_score | 638.511686 | ms |
50th percentile service time | decay_geo_gauss_function_score | 595.240855 | ms |
90th percentile service time | decay_geo_gauss_function_score | 600.2598313 | ms |
99th percentile service time | decay_geo_gauss_function_score | 634.613057 | ms |
100th percentile service time | decay_geo_gauss_function_score | 637.025386 | 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 | 625.090891 | ms |
90th percentile latency | decay_geo_gauss_script_score | 630.8023634 | ms |
99th percentile latency | decay_geo_gauss_script_score | 683.7971485 | ms |
100th percentile latency | decay_geo_gauss_script_score | 707.296924 | ms |
50th percentile service time | decay_geo_gauss_script_score | 623.9091625 | ms |
90th percentile service time | decay_geo_gauss_script_score | 629.5137551 | ms |
99th percentile service time | decay_geo_gauss_script_score | 682.9331893 | ms |
100th percentile service time | decay_geo_gauss_script_score | 705.740146 | 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 | 229.5384041 | ms |
90th percentile latency | field_value_function_score | 233.4263508 | ms |
99th percentile latency | field_value_function_score | 270.1970014 | ms |
100th percentile latency | field_value_function_score | 275.7009011 | ms |
50th percentile service time | field_value_function_score | 228.4333875 | ms |
90th percentile service time | field_value_function_score | 232.5404038 | ms |
99th percentile service time | field_value_function_score | 268.5175606 | ms |
100th percentile service time | field_value_function_score | 274.79857 | 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 | 310.1942869 | ms |
90th percentile latency | field_value_script_score | 316.5398964 | ms |
99th percentile latency | field_value_script_score | 370.1661842 | ms |
100th percentile latency | field_value_script_score | 370.3959546 | ms |
50th percentile service time | field_value_script_score | 309.0658145 | ms |
90th percentile service time | field_value_script_score | 315.3409874 | ms |
99th percentile service time | field_value_script_score | 369.2647413 | ms |
100th percentile service time | field_value_script_score | 369.589395 | ms |
error rate | field_value_script_score | 0 | % |
Min Throughput | large_terms | 1.09 | ops/s |
Mean Throughput | large_terms | 1.09 | ops/s |
Median Throughput | large_terms | 1.09 | ops/s |
Max Throughput | large_terms | 1.09 | ops/s |
50th percentile latency | large_terms | 3019.357218 | ms |
90th percentile latency | large_terms | 3148.364278 | ms |
99th percentile latency | large_terms | 3197.829196 | ms |
100th percentile latency | large_terms | 3199.601323 | ms |
50th percentile service time | large_terms | 910.0391099 | ms |
90th percentile service time | large_terms | 959.9049714 | ms |
99th percentile service time | large_terms | 968.0313652 | ms |
100th percentile service time | large_terms | 970.609337 | ms |
error rate | large_terms | 0 | % |
Min Throughput | large_filtered_terms | 1.09 | ops/s |
Mean Throughput | large_filtered_terms | 1.09 | ops/s |
Median Throughput | large_filtered_terms | 1.09 | ops/s |
Max Throughput | large_filtered_terms | 1.09 | ops/s |
50th percentile latency | large_filtered_terms | 3620.908266 | ms |
90th percentile latency | large_filtered_terms | 4020.584281 | ms |
99th percentile latency | large_filtered_terms | 4116.249537 | ms |
100th percentile latency | large_filtered_terms | 4132.152895 | ms |
50th percentile service time | large_filtered_terms | 943.2442301 | ms |
90th percentile service time | large_filtered_terms | 967.7331623 | ms |
99th percentile service time | large_filtered_terms | 977.4057028 | ms |
100th percentile service time | large_filtered_terms | 989.8770991 | ms |
error rate | large_filtered_terms | 0 | % |
Min Throughput | large_prohibited_terms | 1.08 | ops/s |
Mean Throughput | large_prohibited_terms | 1.08 | ops/s |
Median Throughput | large_prohibited_terms | 1.08 | ops/s |
Max Throughput | large_prohibited_terms | 1.08 | ops/s |
50th percentile latency | large_prohibited_terms | 5511.526279 | ms |
90th percentile latency | large_prohibited_terms | 6377.10955 | ms |
99th percentile latency | large_prohibited_terms | 6511.666184 | ms |
100th percentile latency | large_prohibited_terms | 6529.329016 | ms |
50th percentile service time | large_prohibited_terms | 915.282855 | ms |
90th percentile service time | large_prohibited_terms | 927.2769783 | ms |
99th percentile service time | large_prohibited_terms | 1003.07909 | ms |
100th percentile service time | large_prohibited_terms | 1030.781596 | 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 | 94.85391242 | ms |
90th percentile latency | desc_sort_population | 98.01778586 | ms |
99th percentile latency | desc_sort_population | 172.1419359 | ms |
100th percentile latency | desc_sort_population | 172.3068906 | ms |
50th percentile service time | desc_sort_population | 92.73930395 | ms |
90th percentile service time | desc_sort_population | 95.87958701 | ms |
99th percentile service time | desc_sort_population | 169.6528183 | ms |
100th percentile service time | desc_sort_population | 169.8743009 | 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 | 1.51 | ops/s |
Max Throughput | asc_sort_population | 1.51 | ops/s |
50th percentile latency | asc_sort_population | 97.17846307 | ms |
90th percentile latency | asc_sort_population | 99.45248545 | ms |
99th percentile latency | asc_sort_population | 159.9782795 | ms |
100th percentile latency | asc_sort_population | 163.9837084 | ms |
50th percentile service time | asc_sort_population | 95.09641747 | ms |
90th percentile service time | asc_sort_population | 96.82746612 | ms |
99th percentile service time | asc_sort_population | 158.4363437 | ms |
100th percentile service time | asc_sort_population | 161.421165 | 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 | 148.1033507 | ms |
90th percentile latency | asc_sort_with_after_population | 151.5490926 | ms |
99th percentile latency | asc_sort_with_after_population | 158.6420806 | ms |
100th percentile latency | asc_sort_with_after_population | 229.5572197 | ms |
50th percentile service time | asc_sort_with_after_population | 146.967508 | ms |
90th percentile service time | asc_sort_with_after_population | 150.2630878 | ms |
99th percentile service time | asc_sort_with_after_population | 157.6524033 | ms |
100th percentile service time | asc_sort_with_after_population | 228.73829 | ms |
error rate | asc_sort_with_after_population | 0 | % |
Min Throughput | desc_sort_geonameid | 6.01 | 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 | 6.02 | ops/s |
50th percentile latency | desc_sort_geonameid | 5.803632666 | ms |
90th percentile latency | desc_sort_geonameid | 6.381984311 | ms |
99th percentile latency | desc_sort_geonameid | 7.265141936 | ms |
100th percentile latency | desc_sort_geonameid | 7.281934377 | ms |
50th percentile service time | desc_sort_geonameid | 4.946461529 | ms |
90th percentile service time | desc_sort_geonameid | 5.292251252 | ms |
99th percentile service time | desc_sort_geonameid | 6.245202825 | ms |
100th percentile service time | desc_sort_geonameid | 6.498822011 | ms |
error rate | desc_sort_geonameid | 0 | % |
Min Throughput | desc_sort_with_after_geonameid | 6 | ops/s |
Mean Throughput | desc_sort_with_after_geonameid | 6.01 | ops/s |
Median Throughput | desc_sort_with_after_geonameid | 6.01 | ops/s |
Max Throughput | desc_sort_with_after_geonameid | 6.01 | ops/s |
50th percentile latency | desc_sort_with_after_geonameid | 126.3386633 | ms |
90th percentile latency | desc_sort_with_after_geonameid | 130.6906092 | ms |
99th percentile latency | desc_sort_with_after_geonameid | 187.815266 | ms |
100th percentile latency | desc_sort_with_after_geonameid | 212.0108256 | ms |
50th percentile service time | desc_sort_with_after_geonameid | 125.629341 | ms |
90th percentile service time | desc_sort_with_after_geonameid | 129.3062597 | ms |
99th percentile service time | desc_sort_with_after_geonameid | 187.3282619 | ms |
100th percentile service time | desc_sort_with_after_geonameid | 211.03667 | 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 | 5.402479379 | ms |
90th percentile latency | asc_sort_geonameid | 6.277742097 | ms |
99th percentile latency | asc_sort_geonameid | 6.940018795 | ms |
100th percentile latency | asc_sort_geonameid | 7.008069078 | ms |
50th percentile service time | asc_sort_geonameid | 4.530322447 | ms |
90th percentile service time | asc_sort_geonameid | 5.615919665 | ms |
99th percentile service time | asc_sort_geonameid | 5.752198274 | ms |
100th percentile service time | asc_sort_geonameid | 5.764805945 | ms |
error rate | asc_sort_geonameid | 0 | % |
Min Throughput | asc_sort_with_after_geonameid | 6.01 | ops/s |
Mean Throughput | asc_sort_with_after_geonameid | 6.01 | 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 | 117.4643885 | ms |
90th percentile latency | asc_sort_with_after_geonameid | 120.7699069 | ms |
99th percentile latency | asc_sort_with_after_geonameid | 122.8115193 | ms |
100th percentile latency | asc_sort_with_after_geonameid | 125.1218041 | ms |
50th percentile service time | asc_sort_with_after_geonameid | 116.4326565 | ms |
90th percentile service time | asc_sort_with_after_geonameid | 119.6759058 | ms |
99th percentile service time | asc_sort_with_after_geonameid | 122.3663394 | ms |
100th percentile service time | asc_sort_with_after_geonameid | 123.856142 | 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。
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