说明
本文描述问题及解决方法同样适用于 腾讯云 Elasticsearch Service（ES）。
另外使用到：腾讯云 云服务器（Cloud Virtual Machine，CVM）
本文延续上一篇 Elasticsearch压测工具esrally部署指南
环境配置
Esrally客户端环境
- 版本
Linux环境：Centos 7.9
Python：3.8.7
Pip：pip 20.2.3 from pip (python 3.8)
Java：openjdk version 1.8.0_302 (build 1.8.0_302-b08)
Git：2.7.5
Esrally：2.3.0
- 配置
内存：32G
硬盘：SSD云硬盘 100GB
CPU个数：1
CPU核心数：16
Elasticsearch服务端环境
- 版本
Linux环境：Centos 7.2
Java：openjdk version 11.0.9.1-ga (build 11.0.9.1-ga+1, mixed mode)
Elasticsearch版本：7.10.1（腾讯云 Elasticsearch Service 白金版）
- 配置
节点数量：3
内存：64G
硬盘：SSD云硬盘 3.5TB
CPU个数：1
CPU核心数：16
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:AMD_16C64G_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 |
|
12.13692 |
min |
|
Min cumulative indexing time across |
|
0 |
min |
|
Median cumulative indexing time across |
|
0.003733 |
min |
|
Max cumulative indexing time across |
|
4.069 |
min |
|
Cumulative indexing throttle time of |
|
0 |
min |
|
Min cumulative indexing throttle time |
|
0 |
min |
|
Median cumulative indexing throttle time |
|
0 |
min |
|
Max cumulative indexing throttle time |
|
0 |
min |
|
Cumulative merge time of primary shards |
|
3.274033 |
min |
|
Cumulative merge count of primary shards |
|
151 |
|
|
Min cumulative merge time across primary |
|
0 |
min |
|
Median cumulative merge time across |
|
0.002983 |
min |
|
Max cumulative merge time across primary |
|
1.136567 |
min |
|
Cumulative merge throttle time of |
|
1.212417 |
min |
|
Min cumulative merge throttle time |
|
0 |
min |
|
Median cumulative merge throttle time |
|
0 |
min |
|
Max cumulative merge throttle time |
|
0.483167 |
min |
|
Cumulative refresh time of primary |
|
0.815683 |
min |
|
Cumulative refresh count of primary |
|
1254 |
|
|
Min cumulative refresh time across |
|
0 |
min |
|
Median cumulative refresh time across |
|
0.01955 |
min |
|
Max cumulative refresh time across |
|
0.253017 |
min |
|
Cumulative flush time of primary shards |
|
0.311517 |
min |
|
Cumulative flush count of primary shards |
|
15 |
|
|
Min cumulative flush time across primary |
|
0 |
min |
|
Median cumulative flush time across |
|
0 |
min |
|
Max cumulative flush time across primary |
|
0.1125 |
min |
|
Total Young Gen GC time |
|
7.285 |
s |
|
Total Young Gen GC count |
|
633 |
|
|
Total Old Gen GC time |
|
0 |
s |
|
Total Old Gen GC count |
|
0 |
|
|
Store size |
|
6.108621 |
GB |
|
Translog size |
|
0.027325 |
GB |
|
Heap used for segments |
|
1.162872 |
MB |
|
Heap used for doc values |
|
0.234993 |
MB |
|
Heap used for terms |
|
0.814423 |
MB |
|
Heap used for norms |
|
0.048035 |
MB |
|
Heap used for points |
|
0 |
MB |
|
Heap used for stored fields |
|
0.065422 |
MB |
|
Segment count |
|
100 |
|
|
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 |
90.04 |
ops/s |
|
50th percentile latency |
index-stats |
3.172824 |
ms |
|
90th percentile latency |
index-stats |
3.65115 |
ms |
|
99th percentile latency |
index-stats |
4.334665 |
ms |
|
99.9th percentile latency |
index-stats |
13.4022 |
ms |
|
100th percentile latency |
index-stats |
17.7899 |
ms |
|
50th percentile service time |
index-stats |
2.447953 |
ms |
|
90th percentile service time |
index-stats |
2.755487 |
ms |
|
99th percentile service time |
index-stats |
3.491778 |
ms |
|
99.9th percentile service time |
index-stats |
12.41878 |
ms |
|
100th percentile service time |
index-stats |
17.38639 |
ms |
|
error rate |
index-stats |
0 |
% |
|
Min Throughput |
node-stats |
89.95 |
ops/s |
|
Mean Throughput |
node-stats |
89.98 |
ops/s |
|
Median Throughput |
node-stats |
89.99 |
ops/s |
|
Max Throughput |
node-stats |
90 |
ops/s |
|
50th percentile latency |
node-stats |
3.296191 |
ms |
|
90th percentile latency |
node-stats |
3.799131 |
ms |
|
99th percentile latency |
node-stats |
4.786813 |
ms |
|
99.9th percentile latency |
node-stats |
5.793665 |
ms |
|
100th percentile latency |
node-stats |
6.562565 |
ms |
|
50th percentile service time |
node-stats |
2.566179 |
ms |
|
90th percentile service time |
node-stats |
2.923253 |
ms |
|
99th percentile service time |
node-stats |
4.226492 |
ms |
|
99.9th percentile service time |
node-stats |
4.729633 |
ms |
|
100th percentile service time |
node-stats |
5.728788 |
ms |
|
error rate |
node-stats |
0 |
% |
|
Min Throughput |
default |
50.02 |
ops/s |
|
Mean Throughput |
default |
50.03 |
ops/s |
|
Median Throughput |
default |
50.02 |
ops/s |
|
Max Throughput |
default |
50.04 |
ops/s |
|
50th percentile latency |
default |
3.689626 |
ms |
|
90th percentile latency |
default |
4.217221 |
ms |
|
99th percentile latency |
default |
5.385959 |
ms |
|
99.9th percentile latency |
default |
8.354142 |
ms |
|
100th percentile latency |
default |
9.191337 |
ms |
|
50th percentile service time |
default |
3.050713 |
ms |
|
90th percentile service time |
default |
3.320561 |
ms |
|
99th percentile service time |
default |
3.761687 |
ms |
|
99.9th percentile service time |
default |
7.875555 |
ms |
|
100th percentile service time |
default |
8.580872 |
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 |
3.069355 |
ms |
|
90th percentile latency |
term |
3.509827 |
ms |
|
99th percentile latency |
term |
3.933137 |
ms |
|
99.9th percentile latency |
term |
7.350553 |
ms |
|
100th percentile latency |
term |
14.43949 |
ms |
|
50th percentile service time |
term |
2.355179 |
ms |
|
90th percentile service time |
term |
2.628199 |
ms |
|
99th percentile service time |
term |
2.916559 |
ms |
|
99.9th percentile service time |
term |
6.22785 |
ms |
|
100th percentile service time |
term |
13.98078 |
ms |
|
error rate |
term |
0 |
% |
|
Min Throughput |
phrase |
109.8 |
ops/s |
|
Mean Throughput |
phrase |
109.88 |
ops/s |
|
Median Throughput |
phrase |
109.89 |
ops/s |
|
Max Throughput |
phrase |
109.92 |
ops/s |
|
50th percentile latency |
phrase |
3.124941 |
ms |
|
90th percentile latency |
phrase |
3.576734 |
ms |
|
99th percentile latency |
phrase |
5.013414 |
ms |
|
99.9th percentile latency |
phrase |
14.82175 |
ms |
|
100th percentile latency |
phrase |
20.64022 |
ms |
|
50th percentile service time |
phrase |
2.426618 |
ms |
|
90th percentile service time |
phrase |
2.685807 |
ms |
|
99th percentile service time |
phrase |
3.2294 |
ms |
|
99.9th percentile service time |
phrase |
14.31686 |
ms |
|
100th percentile service time |
phrase |
14.74916 |
ms |
|
error rate |
phrase |
0 |
% |
|
Min Throughput |
country_agg_uncached |
3 |
ops/s |
|
Mean Throughput |
country_agg_uncached |
3 |
ops/s |
|
Median Throughput |
country_agg_uncached |
3 |
ops/s |
|
Max Throughput |
country_agg_uncached |
3 |
ops/s |
|
50th percentile latency |
country_agg_uncached |
214.9744 |
ms |
|
90th percentile latency |
country_agg_uncached |
219.1983 |
ms |
|
99th percentile latency |
country_agg_uncached |
230.8336 |
ms |
|
100th percentile latency |
country_agg_uncached |
236.5429 |
ms |
|
50th percentile service time |
country_agg_uncached |
214.0287 |
ms |
|
90th percentile service time |
country_agg_uncached |
218.2245 |
ms |
|
99th percentile service time |
country_agg_uncached |
230.3793 |
ms |
|
100th percentile service time |
country_agg_uncached |
235.6672 |
ms |
|
error rate |
country_agg_uncached |
0 |
% |
|
Min Throughput |
country_agg_cached |
97.99 |
ops/s |
|
Mean Throughput |
country_agg_cached |
98.52 |
ops/s |
|
Median Throughput |
country_agg_cached |
98.57 |
ops/s |
|
Max Throughput |
country_agg_cached |
98.89 |
ops/s |
|
50th percentile latency |
country_agg_cached |
2.276356 |
ms |
|
90th percentile latency |
country_agg_cached |
3.572794 |
ms |
|
99th percentile latency |
country_agg_cached |
3.872698 |
ms |
|
99.9th percentile latency |
country_agg_cached |
5.008591 |
ms |
|
100th percentile latency |
country_agg_cached |
6.143569 |
ms |
|
50th percentile service time |
country_agg_cached |
1.541434 |
ms |
|
90th percentile service time |
country_agg_cached |
1.754622 |
ms |
|
99th percentile service time |
country_agg_cached |
2.226828 |
ms |
|
99.9th percentile service time |
country_agg_cached |
4.050017 |
ms |
|
100th percentile service time |
country_agg_cached |
5.457047 |
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 |
609.1409 |
ms |
|
90th percentile latency |
scroll |
618.4449 |
ms |
|
99th percentile latency |
scroll |
635.2878 |
ms |
|
100th percentile latency |
scroll |
661.9673 |
ms |
|
50th percentile service time |
scroll |
607.3914 |
ms |
|
90th percentile service time |
scroll |
616.4147 |
ms |
|
99th percentile service time |
scroll |
634.1222 |
ms |
|
100th percentile service time |
scroll |
659.807 |
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 |
397.77 |
ms |
|
90th percentile latency |
expression |
399.8934 |
ms |
|
99th percentile latency |
expression |
405.0504 |
ms |
|
100th percentile latency |
expression |
408.5626 |
ms |
|
50th percentile service time |
expression |
396.573 |
ms |
|
90th percentile service time |
expression |
398.4105 |
ms |
|
99th percentile service time |
expression |
403.7755 |
ms |
|
100th percentile service time |
expression |
407.1302 |
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 |
509.4646 |
ms |
|
90th percentile latency |
painless_static |
518.0589 |
ms |
|
99th percentile latency |
painless_static |
523.7899 |
ms |
|
100th percentile latency |
painless_static |
524.1136 |
ms |
|
50th percentile service time |
painless_static |
508.8671 |
ms |
|
90th percentile service time |
painless_static |
517.009 |
ms |
|
99th percentile service time |
painless_static |
522.7241 |
ms |
|
100th percentile service time |
painless_static |
523.6501 |
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 |
494.2687 |
ms |
|
90th percentile latency |
painless_dynamic |
503.2998 |
ms |
|
99th percentile latency |
painless_dynamic |
509.9914 |
ms |
|
100th percentile latency |
painless_dynamic |
510.4079 |
ms |
|
50th percentile service time |
painless_dynamic |
493.1329 |
ms |
|
90th percentile service time |
painless_dynamic |
501.9278 |
ms |
|
99th percentile service time |
painless_dynamic |
508.3082 |
ms |
|
100th percentile service time |
painless_dynamic |
509.7091 |
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 |
506.0316 |
ms |
|
90th percentile latency |
decay_geo_gauss_function_score |
508.5883 |
ms |
|
99th percentile latency |
decay_geo_gauss_function_score |
512.9382 |
ms |
|
100th percentile latency |
decay_geo_gauss_function_score |
515.84 |
ms |
|
50th percentile service time |
decay_geo_gauss_function_score |
504.7985 |
ms |
|
90th percentile service time |
decay_geo_gauss_function_score |
507.2829 |
ms |
|
99th percentile service time |
decay_geo_gauss_function_score |
511.6621 |
ms |
|
100th percentile service time |
decay_geo_gauss_function_score |
514.8887 |
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 |
523.8021 |
ms |
|
90th percentile latency |
decay_geo_gauss_script_score |
529.3986 |
ms |
|
99th percentile latency |
decay_geo_gauss_script_score |
555.6341 |
ms |
|
100th percentile latency |
decay_geo_gauss_script_score |
563.2136 |
ms |
|
50th percentile service time |
decay_geo_gauss_script_score |
522.5704 |
ms |
|
90th percentile service time |
decay_geo_gauss_script_score |
527.1288 |
ms |
|
99th percentile service time |
decay_geo_gauss_script_score |
554.0548 |
ms |
|
100th percentile service time |
decay_geo_gauss_script_score |
560.7784 |
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 |
1.51 |
ops/s |
|
50th percentile latency |
field_value_function_score |
185.5918 |
ms |
|
90th percentile latency |
field_value_function_score |
192.1556 |
ms |
|
99th percentile latency |
field_value_function_score |
194.0047 |
ms |
|
100th percentile latency |
field_value_function_score |
264.4487 |
ms |
|
50th percentile service time |
field_value_function_score |
183.7263 |
ms |
|
90th percentile service time |
field_value_function_score |
191.0908 |
ms |
|
99th percentile service time |
field_value_function_score |
192.4972 |
ms |
|
100th percentile service time |
field_value_function_score |
263.5534 |
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 |
252.0535 |
ms |
|
90th percentile latency |
field_value_script_score |
256.0499 |
ms |
|
99th percentile latency |
field_value_script_score |
283.4663 |
ms |
|
100th percentile latency |
field_value_script_score |
286.5056 |
ms |
|
50th percentile service time |
field_value_script_score |
250.1281 |
ms |
|
90th percentile service time |
field_value_script_score |
253.7611 |
ms |
|
99th percentile service time |
field_value_script_score |
281.6927 |
ms |
|
100th percentile service time |
field_value_script_score |
285.171 |
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 |
823.0126 |
ms |
|
90th percentile latency |
large_terms |
830.6155 |
ms |
|
99th percentile latency |
large_terms |
835.3904 |
ms |
|
100th percentile latency |
large_terms |
836.8937 |
ms |
|
50th percentile service time |
large_terms |
815.8893 |
ms |
|
90th percentile service time |
large_terms |
822.6666 |
ms |
|
99th percentile service time |
large_terms |
828.4472 |
ms |
|
100th percentile service time |
large_terms |
829.8767 |
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 |
827.2812 |
ms |
|
90th percentile latency |
large_filtered_terms |
832.8975 |
ms |
|
99th percentile latency |
large_filtered_terms |
839.1567 |
ms |
|
100th percentile latency |
large_filtered_terms |
841.8363 |
ms |
|
50th percentile service time |
large_filtered_terms |
820.1701 |
ms |
|
90th percentile service time |
large_filtered_terms |
825.8126 |
ms |
|
99th percentile service time |
large_filtered_terms |
832.2652 |
ms |
|
100th percentile service time |
large_filtered_terms |
834.1797 |
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 |
815.1735 |
ms |
|
90th percentile latency |
large_prohibited_terms |
819.983 |
ms |
|
99th percentile latency |
large_prohibited_terms |
825.432 |
ms |
|
100th percentile latency |
large_prohibited_terms |
827.4997 |
ms |
|
50th percentile service time |
large_prohibited_terms |
808.3108 |
ms |
|
90th percentile service time |
large_prohibited_terms |
812.943 |
ms |
|
99th percentile service time |
large_prohibited_terms |
818.3828 |
ms |
|
100th percentile service time |
large_prohibited_terms |
820.7233 |
ms |
|
error rate |
large_prohibited_terms |
0 |
% |
|
Min Throughput |
desc_sort_population |
1.5 |
ops/s |
|
Mean Throughput |
desc_sort_population |
1.51 |
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 |
83.85828 |
ms |
|
90th percentile latency |
desc_sort_population |
84.97299 |
ms |
|
99th percentile latency |
desc_sort_population |
88.00757 |
ms |
|
100th percentile latency |
desc_sort_population |
88.1269 |
ms |
|
50th percentile service time |
desc_sort_population |
82.54314 |
ms |
|
90th percentile service time |
desc_sort_population |
83.48184 |
ms |
|
99th percentile service time |
desc_sort_population |
86.93492 |
ms |
|
100th percentile service time |
desc_sort_population |
87.31277 |
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 |
85.66127 |
ms |
|
90th percentile latency |
asc_sort_population |
86.65042 |
ms |
|
99th percentile latency |
asc_sort_population |
90.16076 |
ms |
|
100th percentile latency |
asc_sort_population |
95.53816 |
ms |
|
50th percentile service time |
asc_sort_population |
84.45677 |
ms |
|
90th percentile service time |
asc_sort_population |
85.10276 |
ms |
|
99th percentile service time |
asc_sort_population |
88.91906 |
ms |
|
100th percentile service time |
asc_sort_population |
93.78454 |
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 |
133.8266 |
ms |
|
90th percentile latency |
asc_sort_with_after_population |
135.2227 |
ms |
|
99th percentile latency |
asc_sort_with_after_population |
136.1994 |
ms |
|
100th percentile latency |
asc_sort_with_after_population |
136.5529 |
ms |
|
50th percentile service time |
asc_sort_with_after_population |
132.9712 |
ms |
|
90th percentile service time |
asc_sort_with_after_population |
134.1224 |
ms |
|
99th percentile service time |
asc_sort_with_after_population |
135.5426 |
ms |
|
100th percentile service time |
asc_sort_with_after_population |
135.6862 |
ms |
|
error rate |
asc_sort_with_after_population |
0 |
% |
|
Min Throughput |
desc_sort_geonameid |
6 |
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 |
5.409995 |
ms |
|
90th percentile latency |
desc_sort_geonameid |
5.93607 |
ms |
|
99th percentile latency |
desc_sort_geonameid |
6.293108 |
ms |
|
100th percentile latency |
desc_sort_geonameid |
6.577119 |
ms |
|
50th percentile service time |
desc_sort_geonameid |
4.529794 |
ms |
|
90th percentile service time |
desc_sort_geonameid |
4.89106 |
ms |
|
99th percentile service time |
desc_sort_geonameid |
5.122794 |
ms |
|
100th percentile service time |
desc_sort_geonameid |
5.300584 |
ms |
|
error rate |
desc_sort_geonameid |
0 |
% |
|
Min Throughput |
desc_sort_with_after_geonameid |
6.01 |
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 |
122.7259 |
ms |
|
90th percentile latency |
desc_sort_with_after_geonameid |
126.947 |
ms |
|
99th percentile latency |
desc_sort_with_after_geonameid |
130.2797 |
ms |
|
100th percentile latency |
desc_sort_with_after_geonameid |
133.6721 |
ms |
|
50th percentile service time |
desc_sort_with_after_geonameid |
121.94 |
ms |
|
90th percentile service time |
desc_sort_with_after_geonameid |
126.1451 |
ms |
|
99th percentile service time |
desc_sort_with_after_geonameid |
130.0349 |
ms |
|
100th percentile service time |
desc_sort_with_after_geonameid |
133.0953 |
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 |
5.472744 |
ms |
|
90th percentile latency |
asc_sort_geonameid |
6.21314 |
ms |
|
99th percentile latency |
asc_sort_geonameid |
6.887052 |
ms |
|
100th percentile latency |
asc_sort_geonameid |
7.244275 |
ms |
|
50th percentile service time |
asc_sort_geonameid |
4.652755 |
ms |
|
90th percentile service time |
asc_sort_geonameid |
5.154251 |
ms |
|
99th percentile service time |
asc_sort_geonameid |
5.818483 |
ms |
|
100th percentile service time |
asc_sort_geonameid |
5.886902 |
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 |
108.2379 |
ms |
|
90th percentile latency |
asc_sort_with_after_geonameid |
110.4991 |
ms |
|
99th percentile latency |
asc_sort_with_after_geonameid |
113.719 |
ms |
|
100th percentile latency |
asc_sort_with_after_geonameid |
117.4331 |
ms |
|
50th percentile service time |
asc_sort_with_after_geonameid |
107.0072 |
ms |
|
90th percentile service time |
asc_sort_with_after_geonameid |
109.196 |
ms |
|
99th percentile service time |
asc_sort_with_after_geonameid |
111.7552 |
ms |
|
100th percentile service time |
asc_sort_with_after_geonameid |
115.6274 |
ms |
|
error rate |
asc_sort_with_after_geonameid |
0 |
% |
原创文章，作者：carmelaweatherly，如若转载，请注明出处：https://blog.ytso.com/tech/pnotes/212283.html