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 1TB
CPU个数：1
CPU核心数：32
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_32C64G_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 |
|
12.0018 |
min |
|
Min cumulative indexing time across |
|
0 |
min |
|
Median cumulative indexing time across |
|
0.00191667 |
min |
|
Max cumulative indexing time across |
|
4.07257 |
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 |
|
2.89252 |
min |
|
Cumulative merge count of primary |
|
103 |
|
|
Min cumulative merge time across primary |
|
0 |
min |
|
Median cumulative merge time across |
|
0.00151667 |
min |
|
Max cumulative merge time across primary |
|
1.03677 |
min |
|
Cumulative merge throttle time of |
|
1.01787 |
min |
|
Min cumulative merge throttle time |
|
0 |
min |
|
Median cumulative merge throttle time |
|
0 |
min |
|
Max cumulative merge throttle time |
|
0.389717 |
min |
|
Cumulative refresh time of primary |
|
0.627867 |
min |
|
Cumulative refresh count of primary |
|
882 |
|
|
Min cumulative refresh time across |
|
0 |
min |
|
Median cumulative refresh time across |
|
0.0103833 |
min |
|
Max cumulative refresh time across |
|
0.197033 |
min |
|
Cumulative flush time of primary |
|
0.31325 |
min |
|
Cumulative flush count of primary |
|
16 |
|
|
Min cumulative flush time across primary |
|
0 |
min |
|
Median cumulative flush time across |
|
0.000266667 |
min |
|
Max cumulative flush time across primary |
|
0.133983 |
min |
|
Total Young Gen GC time |
|
4.998 |
s |
|
Total Young Gen GC count |
|
438 |
|
|
Total Old Gen GC time |
|
0 |
s |
|
Total Old Gen GC count |
|
0 |
|
|
Store size |
|
6.12128 |
GB |
|
Translog size |
|
0.0143655 |
GB |
|
Heap used for segments |
|
1.28726 |
MB |
|
Heap used for doc values |
|
0.214363 |
MB |
|
Heap used for terms |
|
0.930458 |
MB |
|
Heap used for norms |
|
0.0603638 |
MB |
|
Heap used for points |
|
0 |
MB |
|
Heap used for stored fields |
|
0.082077 |
MB |
|
Segment count |
|
126 |
|
|
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 |
3.32502 |
ms |
|
90th percentile latency |
index-stats |
3.79391 |
ms |
|
99th percentile latency |
index-stats |
4.44376 |
ms |
|
99.9th percentile latency |
index-stats |
11.1876 |
ms |
|
100th percentile latency |
index-stats |
18.235 |
ms |
|
50th percentile service time |
index-stats |
2.59334 |
ms |
|
90th percentile service time |
index-stats |
2.89264 |
ms |
|
99th percentile service time |
index-stats |
3.40719 |
ms |
|
99.9th percentile service time |
index-stats |
4.69541 |
ms |
|
100th percentile service time |
index-stats |
17.4649 |
ms |
|
error rate |
index-stats |
0 |
% |
|
Min Throughput |
node-stats |
89.96 |
ops/s |
|
Mean Throughput |
node-stats |
89.98 |
ops/s |
|
Median Throughput |
node-stats |
89.98 |
ops/s |
|
Max Throughput |
node-stats |
89.99 |
ops/s |
|
50th percentile latency |
node-stats |
3.69659 |
ms |
|
90th percentile latency |
node-stats |
4.27771 |
ms |
|
99th percentile latency |
node-stats |
5.6903 |
ms |
|
99.9th percentile latency |
node-stats |
13.8993 |
ms |
|
100th percentile latency |
node-stats |
20.7916 |
ms |
|
50th percentile service time |
node-stats |
2.94895 |
ms |
|
90th percentile service time |
node-stats |
3.40596 |
ms |
|
99th percentile service time |
node-stats |
4.90547 |
ms |
|
99.9th percentile service time |
node-stats |
10.2721 |
ms |
|
100th percentile service time |
node-stats |
20.3025 |
ms |
|
error rate |
node-stats |
0 |
% |
|
Min Throughput |
default |
50.01 |
ops/s |
|
Mean Throughput |
default |
50.01 |
ops/s |
|
Median Throughput |
default |
50.01 |
ops/s |
|
Max Throughput |
default |
50.03 |
ops/s |
|
50th percentile latency |
default |
3.58861 |
ms |
|
90th percentile latency |
default |
4.04014 |
ms |
|
99th percentile latency |
default |
4.86193 |
ms |
|
99.9th percentile latency |
default |
6.20941 |
ms |
|
100th percentile latency |
default |
9.99651 |
ms |
|
50th percentile service time |
default |
2.86091 |
ms |
|
90th percentile service time |
default |
3.08905 |
ms |
|
99th percentile service time |
default |
3.60439 |
ms |
|
99.9th percentile service time |
default |
5.87795 |
ms |
|
100th percentile service time |
default |
9.52015 |
ms |
|
error rate |
default |
0 |
% |
|
Min Throughput |
term |
99.96 |
ops/s |
|
Mean Throughput |
term |
99.97 |
ops/s |
|
Median Throughput |
term |
99.97 |
ops/s |
|
Max Throughput |
term |
99.98 |
ops/s |
|
50th percentile latency |
term |
2.7826 |
ms |
|
90th percentile latency |
term |
3.2312 |
ms |
|
99th percentile latency |
term |
3.61357 |
ms |
|
99.9th percentile latency |
term |
6.03389 |
ms |
|
100th percentile latency |
term |
7.04569 |
ms |
|
50th percentile service time |
term |
2.06093 |
ms |
|
90th percentile service time |
term |
2.2888 |
ms |
|
99th percentile service time |
term |
2.75873 |
ms |
|
99.9th percentile service time |
term |
5.32203 |
ms |
|
100th percentile service time |
term |
6.37927 |
ms |
|
error rate |
term |
0 |
% |
|
Min Throughput |
phrase |
109.78 |
ops/s |
|
Mean Throughput |
phrase |
109.86 |
ops/s |
|
Median Throughput |
phrase |
109.88 |
ops/s |
|
Max Throughput |
phrase |
109.91 |
ops/s |
|
50th percentile latency |
phrase |
3.43511 |
ms |
|
90th percentile latency |
phrase |
3.97437 |
ms |
|
99th percentile latency |
phrase |
5.24641 |
ms |
|
99.9th percentile latency |
phrase |
14.8293 |
ms |
|
100th percentile latency |
phrase |
20.7531 |
ms |
|
50th percentile service time |
phrase |
2.74598 |
ms |
|
90th percentile service time |
phrase |
3.11355 |
ms |
|
99th percentile service time |
phrase |
4.0228 |
ms |
|
99.9th percentile service time |
phrase |
12.8595 |
ms |
|
100th percentile service time |
phrase |
20.0747 |
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 |
227.008 |
ms |
|
90th percentile latency |
country_agg_uncached |
228.92 |
ms |
|
99th percentile latency |
country_agg_uncached |
244.17 |
ms |
|
100th percentile latency |
country_agg_uncached |
247.198 |
ms |
|
50th percentile service time |
country_agg_uncached |
226.148 |
ms |
|
90th percentile service time |
country_agg_uncached |
227.994 |
ms |
|
99th percentile service time |
country_agg_uncached |
243.33 |
ms |
|
100th percentile service time |
country_agg_uncached |
246.318 |
ms |
|
error rate |
country_agg_uncached |
0 |
% |
|
Min Throughput |
country_agg_cached |
98 |
ops/s |
|
Mean Throughput |
country_agg_cached |
98.53 |
ops/s |
|
Median Throughput |
country_agg_cached |
98.58 |
ops/s |
|
Max Throughput |
country_agg_cached |
98.9 |
ops/s |
|
50th percentile latency |
country_agg_cached |
2.46718 |
ms |
|
90th percentile latency |
country_agg_cached |
3.0093 |
ms |
|
99th percentile latency |
country_agg_cached |
3.94664 |
ms |
|
99.9th percentile latency |
country_agg_cached |
6.4442 |
ms |
|
100th percentile latency |
country_agg_cached |
7.78294 |
ms |
|
50th percentile service time |
country_agg_cached |
1.66946 |
ms |
|
90th percentile service time |
country_agg_cached |
1.93246 |
ms |
|
99th percentile service time |
country_agg_cached |
2.26278 |
ms |
|
99.9th percentile service time |
country_agg_cached |
5.31934 |
ms |
|
100th percentile service time |
country_agg_cached |
7.03626 |
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 |
617.586 |
ms |
|
90th percentile latency |
scroll |
632.626 |
ms |
|
99th percentile latency |
scroll |
637.991 |
ms |
|
100th percentile latency |
scroll |
639.222 |
ms |
|
50th percentile service time |
scroll |
615.78 |
ms |
|
90th percentile service time |
scroll |
631.178 |
ms |
|
99th percentile service time |
scroll |
636.894 |
ms |
|
100th percentile service time |
scroll |
638.208 |
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 |
382.843 |
ms |
|
90th percentile latency |
expression |
386.208 |
ms |
|
99th percentile latency |
expression |
407.571 |
ms |
|
100th percentile latency |
expression |
408.252 |
ms |
|
50th percentile service time |
expression |
382.038 |
ms |
|
90th percentile service time |
expression |
385.511 |
ms |
|
99th percentile service time |
expression |
406.388 |
ms |
|
100th percentile service time |
expression |
406.605 |
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 |
545.018 |
ms |
|
90th percentile latency |
painless_static |
552.211 |
ms |
|
99th percentile latency |
painless_static |
563.011 |
ms |
|
100th percentile latency |
painless_static |
567.372 |
ms |
|
50th percentile service time |
painless_static |
544.375 |
ms |
|
90th percentile service time |
painless_static |
551.622 |
ms |
|
99th percentile service time |
painless_static |
561.831 |
ms |
|
100th percentile service time |
painless_static |
566.231 |
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 |
519.255 |
ms |
|
90th percentile latency |
painless_dynamic |
528.058 |
ms |
|
99th percentile latency |
painless_dynamic |
534.018 |
ms |
|
100th percentile latency |
painless_dynamic |
534.093 |
ms |
|
50th percentile service time |
painless_dynamic |
518.442 |
ms |
|
90th percentile service time |
painless_dynamic |
527.547 |
ms |
|
99th percentile service time |
painless_dynamic |
532.945 |
ms |
|
100th percentile service time |
painless_dynamic |
533.011 |
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 |
521.981 |
ms |
|
90th percentile latency |
decay_geo_gauss_function_score |
523.898 |
ms |
|
99th percentile latency |
decay_geo_gauss_function_score |
526.734 |
ms |
|
100th percentile latency |
decay_geo_gauss_function_score |
527.336 |
ms |
|
50th percentile service time |
decay_geo_gauss_function_score |
519.966 |
ms |
|
90th percentile service time |
decay_geo_gauss_function_score |
521.63 |
ms |
|
99th percentile service time |
decay_geo_gauss_function_score |
524.976 |
ms |
|
100th percentile service time |
decay_geo_gauss_function_score |
525.479 |
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 |
538.191 |
ms |
|
90th percentile latency |
decay_geo_gauss_script_score |
545.069 |
ms |
|
99th percentile latency |
decay_geo_gauss_script_score |
586.967 |
ms |
|
100th percentile latency |
decay_geo_gauss_script_score |
586.985 |
ms |
|
50th percentile service time |
decay_geo_gauss_script_score |
536.905 |
ms |
|
90th percentile service time |
decay_geo_gauss_script_score |
543.779 |
ms |
|
99th percentile service time |
decay_geo_gauss_script_score |
585.324 |
ms |
|
100th percentile service time |
decay_geo_gauss_script_score |
585.823 |
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 |
194.825 |
ms |
|
90th percentile latency |
field_value_function_score |
196.333 |
ms |
|
99th percentile latency |
field_value_function_score |
197.708 |
ms |
|
100th percentile latency |
field_value_function_score |
198.15 |
ms |
|
50th percentile service time |
field_value_function_score |
193.185 |
ms |
|
90th percentile service time |
field_value_function_score |
194.363 |
ms |
|
99th percentile service time |
field_value_function_score |
195.43 |
ms |
|
100th percentile service time |
field_value_function_score |
196.297 |
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 |
254.118 |
ms |
|
90th percentile latency |
field_value_script_score |
257.491 |
ms |
|
99th percentile latency |
field_value_script_score |
290.216 |
ms |
|
100th percentile latency |
field_value_script_score |
291.284 |
ms |
|
50th percentile service time |
field_value_script_score |
252.402 |
ms |
|
90th percentile service time |
field_value_script_score |
255.398 |
ms |
|
99th percentile service time |
field_value_script_score |
288.065 |
ms |
|
100th percentile service time |
field_value_script_score |
290.369 |
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 |
837.035 |
ms |
|
90th percentile latency |
large_terms |
844.836 |
ms |
|
99th percentile latency |
large_terms |
953.793 |
ms |
|
100th percentile latency |
large_terms |
983.886 |
ms |
|
50th percentile service time |
large_terms |
829.683 |
ms |
|
90th percentile service time |
large_terms |
837.255 |
ms |
|
99th percentile service time |
large_terms |
906.481 |
ms |
|
100th percentile service time |
large_terms |
976.468 |
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 |
741.092 |
ms |
|
90th percentile latency |
large_filtered_terms |
745.989 |
ms |
|
99th percentile latency |
large_filtered_terms |
748.138 |
ms |
|
100th percentile latency |
large_filtered_terms |
751.272 |
ms |
|
50th percentile service time |
large_filtered_terms |
733.844 |
ms |
|
90th percentile service time |
large_filtered_terms |
738.678 |
ms |
|
99th percentile service time |
large_filtered_terms |
741.33 |
ms |
|
100th percentile service time |
large_filtered_terms |
743.794 |
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 |
731.11 |
ms |
|
90th percentile latency |
large_prohibited_terms |
779.105 |
ms |
|
99th percentile latency |
large_prohibited_terms |
787.458 |
ms |
|
100th percentile latency |
large_prohibited_terms |
789.288 |
ms |
|
50th percentile service time |
large_prohibited_terms |
723.897 |
ms |
|
90th percentile service time |
large_prohibited_terms |
771.871 |
ms |
|
99th percentile service time |
large_prohibited_terms |
780.304 |
ms |
|
100th percentile service time |
large_prohibited_terms |
781.836 |
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 |
80.1856 |
ms |
|
90th percentile latency |
desc_sort_population |
83.461 |
ms |
|
99th percentile latency |
desc_sort_population |
84.7192 |
ms |
|
100th percentile latency |
desc_sort_population |
84.8816 |
ms |
|
50th percentile service time |
desc_sort_population |
79.4289 |
ms |
|
90th percentile service time |
desc_sort_population |
82.2305 |
ms |
|
99th percentile service time |
desc_sort_population |
83.3647 |
ms |
|
100th percentile service time |
desc_sort_population |
84.0873 |
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 |
83.61 |
ms |
|
90th percentile latency |
asc_sort_population |
84.9397 |
ms |
|
99th percentile latency |
asc_sort_population |
85.7584 |
ms |
|
100th percentile latency |
asc_sort_population |
86.0759 |
ms |
|
50th percentile service time |
asc_sort_population |
82.6323 |
ms |
|
90th percentile service time |
asc_sort_population |
83.4548 |
ms |
|
99th percentile service time |
asc_sort_population |
84.8149 |
ms |
|
100th percentile service time |
asc_sort_population |
85.2134 |
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 |
129.041 |
ms |
|
90th percentile latency |
asc_sort_with_after_population |
136.526 |
ms |
|
99th percentile latency |
asc_sort_with_after_population |
139.951 |
ms |
|
100th percentile latency |
asc_sort_with_after_population |
140.097 |
ms |
|
50th percentile service time |
asc_sort_with_after_population |
127.7 |
ms |
|
90th percentile service time |
asc_sort_with_after_population |
135.069 |
ms |
|
99th percentile service time |
asc_sort_with_after_population |
138.689 |
ms |
|
100th percentile service time |
asc_sort_with_after_population |
139.159 |
ms |
|
error rate |
asc_sort_with_after_population |
0 |
% |
|
Min Throughput |
desc_sort_geonameid |
6.02 |
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 |
6.0802 |
ms |
|
90th percentile latency |
desc_sort_geonameid |
6.64085 |
ms |
|
99th percentile latency |
desc_sort_geonameid |
7.08974 |
ms |
|
100th percentile latency |
desc_sort_geonameid |
7.19372 |
ms |
|
50th percentile service time |
desc_sort_geonameid |
5.1818 |
ms |
|
90th percentile service time |
desc_sort_geonameid |
5.68349 |
ms |
|
99th percentile service time |
desc_sort_geonameid |
5.99611 |
ms |
|
100th percentile service time |
desc_sort_geonameid |
6.12978 |
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 |
132.899 |
ms |
|
90th percentile latency |
desc_sort_with_after_geonameid |
139.958 |
ms |
|
99th percentile latency |
desc_sort_with_after_geonameid |
142.393 |
ms |
|
100th percentile latency |
desc_sort_with_after_geonameid |
147.022 |
ms |
|
50th percentile service time |
desc_sort_with_after_geonameid |
131.937 |
ms |
|
90th percentile service time |
desc_sort_with_after_geonameid |
139.392 |
ms |
|
99th percentile service time |
desc_sort_with_after_geonameid |
141.311 |
ms |
|
100th percentile service time |
desc_sort_with_after_geonameid |
145.89 |
ms |
|
error rate |
desc_sort_with_after_geonameid |
0 |
% |
|
Min Throughput |
asc_sort_geonameid |
6.01 |
ops/s |
|
Mean Throughput |
asc_sort_geonameid |
6.01 |
ops/s |
|
Median Throughput |
asc_sort_geonameid |
6.01 |
ops/s |
|
Max Throughput |
asc_sort_geonameid |
6.01 |
ops/s |
|
50th percentile latency |
asc_sort_geonameid |
5.9837 |
ms |
|
90th percentile latency |
asc_sort_geonameid |
6.61111 |
ms |
|
99th percentile latency |
asc_sort_geonameid |
6.84505 |
ms |
|
100th percentile latency |
asc_sort_geonameid |
7.04724 |
ms |
|
50th percentile service time |
asc_sort_geonameid |
5.16965 |
ms |
|
90th percentile service time |
asc_sort_geonameid |
5.52956 |
ms |
|
99th percentile service time |
asc_sort_geonameid |
5.73313 |
ms |
|
100th percentile service time |
asc_sort_geonameid |
5.77093 |
ms |
|
error rate |
asc_sort_geonameid |
0 |
% |
|
Min Throughput |
asc_sort_with_after_geonameid |
6 |
ops/s |
|
Mean Throughput |
asc_sort_with_after_geonameid |
6.01 |
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 |
124.876 |
ms |
|
90th percentile latency |
asc_sort_with_after_geonameid |
126.708 |
ms |
|
99th percentile latency |
asc_sort_with_after_geonameid |
128.544 |
ms |
|
100th percentile latency |
asc_sort_with_after_geonameid |
129.14 |
ms |
|
50th percentile service time |
asc_sort_with_after_geonameid |
124.197 |
ms |
|
90th percentile service time |
asc_sort_with_after_geonameid |
125.81 |
ms |
|
99th percentile service time |
asc_sort_with_after_geonameid |
127.88 |
ms |
|
100th percentile service time |
asc_sort_with_after_geonameid |
128.285 |
ms |
|
error rate |
asc_sort_with_after_geonameid |
0 |
% |