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 |
|
13.65421667 |
min |
|
Min cumulative indexing time across |
|
0 |
min |
|
Median cumulative indexing time across |
|
0.003233333 |
min |
|
Max cumulative indexing time across |
|
4.546866667 |
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 |
|
3.7998 |
min |
|
Cumulative merge count of primary shards |
|
116 |
|
|
Min cumulative merge time across primary |
|
0 |
min |
|
Median cumulative merge time across |
|
0.00215 |
min |
|
Max cumulative merge time across primary |
|
1.368616667 |
min |
|
Cumulative merge throttle time of |
|
0.854816667 |
min |
|
Min cumulative merge throttle time |
|
0 |
min |
|
Median cumulative merge throttle time |
|
0 |
min |
|
Max cumulative merge throttle time |
|
0.376866667 |
min |
|
Cumulative refresh time of primary |
|
0.8684 |
min |
|
Cumulative refresh count of primary |
|
824 |
|
|
Min cumulative refresh time across |
|
0 |
min |
|
Median cumulative refresh time across |
|
0.013216667 |
min |
|
Max cumulative refresh time across |
|
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 |
|
0 |
min |
|
Median cumulative flush time across |
|
3.33E-05 |
min |
|
Max cumulative flush time across primary |
|
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 |
% |