说明
本文描述问题及解决方法同样适用于 腾讯云 Elasticsearch Service（ES）。
另外使用到：腾讯云 云服务器（Cloud Virtual Machine，CVM）
本文延续上一篇 Elasticsearch压测工具esrally部署指南
环境配置
Esrally客户端环境
- 版本
Linux环境：Centos 7.9
Python：3.8.7
Pip：pip 20.2.3 from pip (python 3.8)
Java：openjdk version 1.8.0_302 (build 1.8.0_302-b08)
Git：2.7.5
Esrally：2.3.0
- 配置
内存：32G
硬盘：SSD云硬盘 100GB
CPU个数：1
CPU核心数：16
Elasticsearch服务端环境
- 版本
Linux环境：Centos 7.2
Java：openjdk version 11.0.9.1-ga (build 11.0.9.1-ga+1, mixed mode)
Elasticsearch版本：7.10.1（腾讯云 Elasticsearch Service 白金版）
- 配置
节点数量：3
内存：32G
硬盘：SSD云硬盘 1TB
CPU个数：1
CPU核心数：8
CPU型号：AMD EPYC 7K62 48-Core Processor
背景
在大数据时代的今天，业务量越来越大，每天动辄都会产生上百GB、上TB的数据，所以拥有一个性能强劲的Elasticsearch集群就显得尤为重要。我们需要模拟大量网络日志、用户行为日志的读写动作，衡量各性能的指标，找出集群瓶颈所在，以确认我们需要怎样的硬件配置以及业务优化，才能满足现有的业务量，这就是我们在业务上线前所必要做的。
压测
esrally 相关术语及参数
Rally 是汽车拉力赛的意思，所以关于它里面术语也是跟汽车的拉力赛有关。
- track: 即赛道的意思，这里指压测用到的样本数据和压测策略，使用
esrally list tracks列出。rally 自带的 track 可在 https://github.com/elastic/rally-tracks 中查看，每个 track 的文件名中都存在 README.md 对压测的数据类型和参数做了详细的说明。如果没有指定 track， 则默认使用 geonames track 进行测试； - target-hosts：即远程elasticsearch的ip和端口，以ip:port的形式指定；
- pipeline: 指一个压测流程，可以通过
esrally list pipeline查看，其中有一个benchmark-only的流程，就是将 es 的管理交给用户来操作，rally 只用来做压测，如果你想针对已有的 es 进行压测，则使用该模式； - track-params：对默认的压测参数进行覆盖；
- user-tag：本次压测的 tag 标记；
- client-options：指定一些客户端连接选项，比如用户名和密码。
压测指令
esrally race \
--track=geonames \
--target-hosts=10.0.10.4:9200 \
--pipeline=benchmark-only \
--track-params="number_of_shards:3, number_of_replicas:1" \
--user-tag="version:Intel_8C32G_1T*3" \
--client-options="basic_auth_user:'elastic', basic_auth_password:'your_password'"压测报告
|
压测指标 |
压测任务 |
压测结果 |
单位 |
|---|---|---|---|
|
Cumulative indexing time of primary |
|
15.4204 |
min |
|
Min cumulative indexing time across |
|
0 |
min |
|
Median cumulative indexing time across |
|
0.00133333 |
min |
|
Max cumulative indexing time across |
|
5.60557 |
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 |
|
4.10468 |
min |
|
Cumulative merge count of primary |
|
127 |
|
|
Min cumulative merge time across primary |
|
0 |
min |
|
Median cumulative merge time across |
|
0.0014 |
min |
|
Max cumulative merge time across primary |
|
1.40863 |
min |
|
Cumulative merge throttle time of |
|
0.87585 |
min |
|
Min cumulative merge throttle time |
|
0 |
min |
|
Median cumulative merge throttle time |
|
0 |
min |
|
Max cumulative merge throttle time |
|
0.311133 |
min |
|
Cumulative refresh time of primary |
|
1.08202 |
min |
|
Cumulative refresh count of primary |
|
1053 |
|
|
Min cumulative refresh time across |
|
0 |
min |
|
Median cumulative refresh time across |
|
0.00851667 |
min |
|
Max cumulative refresh time across |
|
0.34495 |
min |
|
Cumulative flush time of primary |
|
0.288333 |
min |
|
Cumulative flush count of primary |
|
21 |
|
|
Min cumulative flush time across primary |
|
0 |
min |
|
Median cumulative flush time across |
|
0.000325 |
min |
|
Max cumulative flush time across primary |
|
0.110533 |
min |
|
Total Young Gen GC time |
|
9.41 |
s |
|
Total Young Gen GC count |
|
1119 |
|
|
Total Old Gen GC time |
|
0 |
s |
|
Total Old Gen GC count |
|
0 |
|
|
Store size |
|
6.05857 |
GB |
|
Translog size |
|
0.0153261 |
GB |
|
Heap used for segments |
|
0.888233 |
MB |
|
Heap used for doc values |
|
0.187038 |
MB |
|
Heap used for terms |
|
0.59523 |
MB |
|
Heap used for norms |
|
0.0531616 |
MB |
|
Heap used for points |
|
0 |
MB |
|
Heap used for stored fields |
|
0.052803 |
MB |
|
Segment count |
|
109 |
|
|
Min Throughput |
index-append |
82021.7 |
docs/s |
|
Mean Throughput |
index-append |
82462.8 |
docs/s |
|
Median Throughput |
index-append |
82386.2 |
docs/s |
|
Max Throughput |
index-append |
83125.2 |
docs/s |
|
50th percentile latency |
index-append |
301.696 |
ms |
|
90th percentile latency |
index-append |
444.837 |
ms |
|
99th percentile latency |
index-append |
2023.37 |
ms |
|
100th percentile latency |
index-append |
2783.09 |
ms |
|
50th percentile service time |
index-append |
301.696 |
ms |
|
90th percentile service time |
index-append |
444.837 |
ms |
|
99th percentile service time |
index-append |
2023.37 |
ms |
|
100th percentile service time |
index-append |
2783.09 |
ms |
|
error rate |
index-append |
0 |
% |
|
Min Throughput |
index-stats |
90 |
ops/s |
|
Mean Throughput |
index-stats |
90 |
ops/s |
|
Median Throughput |
index-stats |
90 |
ops/s |
|
Max Throughput |
index-stats |
90 |
ops/s |
|
50th percentile latency |
index-stats |
3.44108 |
ms |
|
90th percentile latency |
index-stats |
3.98452 |
ms |
|
99th percentile latency |
index-stats |
5.299 |
ms |
|
99.9th percentile latency |
index-stats |
38.0072 |
ms |
|
100th percentile latency |
index-stats |
44.7222 |
ms |
|
50th percentile service time |
index-stats |
2.69155 |
ms |
|
90th percentile service time |
index-stats |
3.11186 |
ms |
|
99th percentile service time |
index-stats |
3.9878 |
ms |
|
99.9th percentile service time |
index-stats |
10.1688 |
ms |
|
100th percentile service time |
index-stats |
43.6778 |
ms |
|
error rate |
index-stats |
0 |
% |
|
Min Throughput |
node-stats |
89.97 |
ops/s |
|
Mean Throughput |
node-stats |
89.99 |
ops/s |
|
Median Throughput |
node-stats |
89.99 |
ops/s |
|
Max Throughput |
node-stats |
90 |
ops/s |
|
50th percentile latency |
node-stats |
3.86662 |
ms |
|
90th percentile latency |
node-stats |
4.6441 |
ms |
|
99th percentile latency |
node-stats |
6.03199 |
ms |
|
99.9th percentile latency |
node-stats |
7.77375 |
ms |
|
100th percentile latency |
node-stats |
11.1361 |
ms |
|
50th percentile service time |
node-stats |
3.09424 |
ms |
|
90th percentile service time |
node-stats |
3.87135 |
ms |
|
99th percentile service time |
node-stats |
5.18555 |
ms |
|
99.9th percentile service time |
node-stats |
6.79361 |
ms |
|
100th percentile service time |
node-stats |
10.4609 |
ms |
|
error rate |
node-stats |
0 |
% |
|
Min Throughput |
default |
50.01 |
ops/s |
|
Mean Throughput |
default |
50.02 |
ops/s |
|
Median Throughput |
default |
50.01 |
ops/s |
|
Max Throughput |
default |
50.03 |
ops/s |
|
50th percentile latency |
default |
3.79126 |
ms |
|
90th percentile latency |
default |
4.40135 |
ms |
|
99th percentile latency |
default |
5.30919 |
ms |
|
99.9th percentile latency |
default |
9.95044 |
ms |
|
100th percentile latency |
default |
16.0406 |
ms |
|
50th percentile service time |
default |
3.11513 |
ms |
|
90th percentile service time |
default |
3.55932 |
ms |
|
99th percentile service time |
default |
4.45552 |
ms |
|
99.9th percentile service time |
default |
9.09098 |
ms |
|
100th percentile service time |
default |
15.3868 |
ms |
|
error rate |
default |
0 |
% |
|
Min Throughput |
term |
99.87 |
ops/s |
|
Mean Throughput |
term |
99.92 |
ops/s |
|
Median Throughput |
term |
99.93 |
ops/s |
|
Max Throughput |
term |
99.95 |
ops/s |
|
50th percentile latency |
term |
2.95951 |
ms |
|
90th percentile latency |
term |
3.47878 |
ms |
|
99th percentile latency |
term |
5.96863 |
ms |
|
99.9th percentile latency |
term |
42.9865 |
ms |
|
100th percentile latency |
term |
45.2784 |
ms |
|
50th percentile service time |
term |
2.21038 |
ms |
|
90th percentile service time |
term |
2.64551 |
ms |
|
99th percentile service time |
term |
3.26334 |
ms |
|
99.9th percentile service time |
term |
22.3663 |
ms |
|
100th percentile service time |
term |
31.8719 |
ms |
|
error rate |
term |
0 |
% |
|
Min Throughput |
phrase |
109.79 |
ops/s |
|
Mean Throughput |
phrase |
109.87 |
ops/s |
|
Median Throughput |
phrase |
109.88 |
ops/s |
|
Max Throughput |
phrase |
109.91 |
ops/s |
|
50th percentile latency |
phrase |
3.46583 |
ms |
|
90th percentile latency |
phrase |
4.0292 |
ms |
|
99th percentile latency |
phrase |
4.79164 |
ms |
|
99.9th percentile latency |
phrase |
22.6104 |
ms |
|
100th percentile latency |
phrase |
26.7837 |
ms |
|
50th percentile service time |
phrase |
2.74638 |
ms |
|
90th percentile service time |
phrase |
3.18039 |
ms |
|
99th percentile service time |
phrase |
3.84184 |
ms |
|
99.9th percentile service time |
phrase |
6.36719 |
ms |
|
100th percentile service time |
phrase |
26.4556 |
ms |
|
error rate |
phrase |
0 |
% |
|
Min Throughput |
country_agg_uncached |
2.99 |
ops/s |
|
Mean Throughput |
country_agg_uncached |
3 |
ops/s |
|
Median Throughput |
country_agg_uncached |
3 |
ops/s |
|
Max Throughput |
country_agg_uncached |
3 |
ops/s |
|
50th percentile latency |
country_agg_uncached |
269.149 |
ms |
|
90th percentile latency |
country_agg_uncached |
273.057 |
ms |
|
99th percentile latency |
country_agg_uncached |
278.817 |
ms |
|
100th percentile latency |
country_agg_uncached |
286.744 |
ms |
|
50th percentile service time |
country_agg_uncached |
268.065 |
ms |
|
90th percentile service time |
country_agg_uncached |
272.192 |
ms |
|
99th percentile service time |
country_agg_uncached |
278.273 |
ms |
|
100th percentile service time |
country_agg_uncached |
285.921 |
ms |
|
error rate |
country_agg_uncached |
0 |
% |
|
Min Throughput |
country_agg_cached |
97.54 |
ops/s |
|
Mean Throughput |
country_agg_cached |
98.19 |
ops/s |
|
Median Throughput |
country_agg_cached |
98.25 |
ops/s |
|
Max Throughput |
country_agg_cached |
98.65 |
ops/s |
|
50th percentile latency |
country_agg_cached |
2.44149 |
ms |
|
90th percentile latency |
country_agg_cached |
3.57161 |
ms |
|
99th percentile latency |
country_agg_cached |
4.06758 |
ms |
|
99.9th percentile latency |
country_agg_cached |
4.75733 |
ms |
|
100th percentile latency |
country_agg_cached |
8.72978 |
ms |
|
50th percentile service time |
country_agg_cached |
1.62785 |
ms |
|
90th percentile service time |
country_agg_cached |
1.94765 |
ms |
|
99th percentile service time |
country_agg_cached |
2.40375 |
ms |
|
99.9th percentile service time |
country_agg_cached |
3.82282 |
ms |
|
100th percentile service time |
country_agg_cached |
8.15348 |
ms |
|
error rate |
country_agg_cached |
0 |
% |
|
Min Throughput |
scroll |
20.03 |
pages/s |
|
Mean Throughput |
scroll |
20.04 |
pages/s |
|
Median Throughput |
scroll |
20.04 |
pages/s |
|
Max Throughput |
scroll |
20.05 |
pages/s |
|
50th percentile latency |
scroll |
608.43 |
ms |
|
90th percentile latency |
scroll |
618.341 |
ms |
|
99th percentile latency |
scroll |
630.375 |
ms |
|
100th percentile latency |
scroll |
643.218 |
ms |
|
50th percentile service time |
scroll |
606.853 |
ms |
|
90th percentile service time |
scroll |
616.445 |
ms |
|
99th percentile service time |
scroll |
629.186 |
ms |
|
100th percentile service time |
scroll |
641.773 |
ms |
|
error rate |
scroll |
0 |
% |
|
Min Throughput |
expression |
1.5 |
ops/s |
|
Mean Throughput |
expression |
1.5 |
ops/s |
|
Median Throughput |
expression |
1.5 |
ops/s |
|
Max Throughput |
expression |
1.5 |
ops/s |
|
50th percentile latency |
expression |
468.457 |
ms |
|
90th percentile latency |
expression |
471.827 |
ms |
|
99th percentile latency |
expression |
490.783 |
ms |
|
100th percentile latency |
expression |
494.895 |
ms |
|
50th percentile service time |
expression |
467.494 |
ms |
|
90th percentile service time |
expression |
470.928 |
ms |
|
99th percentile service time |
expression |
490.078 |
ms |
|
100th percentile service time |
expression |
494.534 |
ms |
|
error rate |
expression |
0 |
% |
|
Min Throughput |
painless_static |
1.4 |
ops/s |
|
Mean Throughput |
painless_static |
1.4 |
ops/s |
|
Median Throughput |
painless_static |
1.4 |
ops/s |
|
Max Throughput |
painless_static |
1.4 |
ops/s |
|
50th percentile latency |
painless_static |
621.158 |
ms |
|
90th percentile latency |
painless_static |
629.028 |
ms |
|
99th percentile latency |
painless_static |
641.496 |
ms |
|
100th percentile latency |
painless_static |
649.315 |
ms |
|
50th percentile service time |
painless_static |
620.261 |
ms |
|
90th percentile service time |
painless_static |
628.394 |
ms |
|
99th percentile service time |
painless_static |
641.063 |
ms |
|
100th percentile service time |
painless_static |
648.63 |
ms |
|
error rate |
painless_static |
0 |
% |
|
Min Throughput |
painless_dynamic |
1.4 |
ops/s |
|
Mean Throughput |
painless_dynamic |
1.4 |
ops/s |
|
Median Throughput |
painless_dynamic |
1.4 |
ops/s |
|
Max Throughput |
painless_dynamic |
1.4 |
ops/s |
|
50th percentile latency |
painless_dynamic |
606.079 |
ms |
|
90th percentile latency |
painless_dynamic |
612.458 |
ms |
|
99th percentile latency |
painless_dynamic |
621.385 |
ms |
|
100th percentile latency |
painless_dynamic |
636.442 |
ms |
|
50th percentile service time |
painless_dynamic |
604.965 |
ms |
|
90th percentile service time |
painless_dynamic |
611.485 |
ms |
|
99th percentile service time |
painless_dynamic |
620.609 |
ms |
|
100th percentile service time |
painless_dynamic |
635.157 |
ms |
|
error rate |
painless_dynamic |
0 |
% |
|
Min Throughput |
decay_geo_gauss_function_score |
1 |
ops/s |
|
Mean Throughput |
decay_geo_gauss_function_score |
1 |
ops/s |
|
Median Throughput |
decay_geo_gauss_function_score |
1 |
ops/s |
|
Max Throughput |
decay_geo_gauss_function_score |
1 |
ops/s |
|
50th percentile latency |
decay_geo_gauss_function_score |
553.953 |
ms |
|
90th percentile latency |
decay_geo_gauss_function_score |
563.907 |
ms |
|
99th percentile latency |
decay_geo_gauss_function_score |
580.905 |
ms |
|
100th percentile latency |
decay_geo_gauss_function_score |
584.343 |
ms |
|
50th percentile service time |
decay_geo_gauss_function_score |
552.879 |
ms |
|
90th percentile service time |
decay_geo_gauss_function_score |
562.371 |
ms |
|
99th percentile service time |
decay_geo_gauss_function_score |
579.423 |
ms |
|
100th percentile service time |
decay_geo_gauss_function_score |
583.145 |
ms |
|
error rate |
decay_geo_gauss_function_score |
0 |
% |
|
Min Throughput |
decay_geo_gauss_script_score |
1 |
ops/s |
|
Mean Throughput |
decay_geo_gauss_script_score |
1 |
ops/s |
|
Median Throughput |
decay_geo_gauss_script_score |
1 |
ops/s |
|
Max Throughput |
decay_geo_gauss_script_score |
1 |
ops/s |
|
50th percentile latency |
decay_geo_gauss_script_score |
570.908 |
ms |
|
90th percentile latency |
decay_geo_gauss_script_score |
581.122 |
ms |
|
99th percentile latency |
decay_geo_gauss_script_score |
596.53 |
ms |
|
100th percentile latency |
decay_geo_gauss_script_score |
597.903 |
ms |
|
50th percentile service time |
decay_geo_gauss_script_score |
570.098 |
ms |
|
90th percentile service time |
decay_geo_gauss_script_score |
579.971 |
ms |
|
99th percentile service time |
decay_geo_gauss_script_score |
594.926 |
ms |
|
100th percentile service time |
decay_geo_gauss_script_score |
597.184 |
ms |
|
error rate |
decay_geo_gauss_script_score |
0 |
% |
|
Min Throughput |
field_value_function_score |
1.5 |
ops/s |
|
Mean Throughput |
field_value_function_score |
1.5 |
ops/s |
|
Median Throughput |
field_value_function_score |
1.5 |
ops/s |
|
Max Throughput |
field_value_function_score |
1.5 |
ops/s |
|
50th percentile latency |
field_value_function_score |
221.406 |
ms |
|
90th percentile latency |
field_value_function_score |
230.417 |
ms |
|
99th percentile latency |
field_value_function_score |
237.445 |
ms |
|
100th percentile latency |
field_value_function_score |
247.695 |
ms |
|
50th percentile service time |
field_value_function_score |
220.246 |
ms |
|
90th percentile service time |
field_value_function_score |
229.26 |
ms |
|
99th percentile service time |
field_value_function_score |
236.631 |
ms |
|
100th percentile service time |
field_value_function_score |
246.138 |
ms |
|
error rate |
field_value_function_score |
0 |
% |
|
Min Throughput |
field_value_script_score |
1.5 |
ops/s |
|
Mean Throughput |
field_value_script_score |
1.5 |
ops/s |
|
Median Throughput |
field_value_script_score |
1.5 |
ops/s |
|
Max Throughput |
field_value_script_score |
1.5 |
ops/s |
|
50th percentile latency |
field_value_script_score |
292.884 |
ms |
|
90th percentile latency |
field_value_script_score |
295.211 |
ms |
|
99th percentile latency |
field_value_script_score |
318.695 |
ms |
|
100th percentile latency |
field_value_script_score |
371.378 |
ms |
|
50th percentile service time |
field_value_script_score |
291.864 |
ms |
|
90th percentile service time |
field_value_script_score |
294.001 |
ms |
|
99th percentile service time |
field_value_script_score |
317.536 |
ms |
|
100th percentile service time |
field_value_script_score |
370.16 |
ms |
|
error rate |
field_value_script_score |
0 |
% |
|
Min Throughput |
large_terms |
1.1 |
ops/s |
|
Mean Throughput |
large_terms |
1.1 |
ops/s |
|
Median Throughput |
large_terms |
1.1 |
ops/s |
|
Max Throughput |
large_terms |
1.1 |
ops/s |
|
50th percentile latency |
large_terms |
874.286 |
ms |
|
90th percentile latency |
large_terms |
887.648 |
ms |
|
99th percentile latency |
large_terms |
896.463 |
ms |
|
100th percentile latency |
large_terms |
897.591 |
ms |
|
50th percentile service time |
large_terms |
867.613 |
ms |
|
90th percentile service time |
large_terms |
880.374 |
ms |
|
99th percentile service time |
large_terms |
889.655 |
ms |
|
100th percentile service time |
large_terms |
889.989 |
ms |
|
error rate |
large_terms |
0 |
% |
|
Min Throughput |
large_filtered_terms |
1.1 |
ops/s |
|
Mean Throughput |
large_filtered_terms |
1.1 |
ops/s |
|
Median Throughput |
large_filtered_terms |
1.1 |
ops/s |
|
Max Throughput |
large_filtered_terms |
1.1 |
ops/s |
|
50th percentile latency |
large_filtered_terms |
872.465 |
ms |
|
90th percentile latency |
large_filtered_terms |
884.033 |
ms |
|
99th percentile latency |
large_filtered_terms |
901.338 |
ms |
|
100th percentile latency |
large_filtered_terms |
911.676 |
ms |
|
50th percentile service time |
large_filtered_terms |
865.622 |
ms |
|
90th percentile service time |
large_filtered_terms |
876.737 |
ms |
|
99th percentile service time |
large_filtered_terms |
893.794 |
ms |
|
100th percentile service time |
large_filtered_terms |
903.582 |
ms |
|
error rate |
large_filtered_terms |
0 |
% |
|
Min Throughput |
large_prohibited_terms |
1.1 |
ops/s |
|
Mean Throughput |
large_prohibited_terms |
1.1 |
ops/s |
|
Median Throughput |
large_prohibited_terms |
1.1 |
ops/s |
|
Max Throughput |
large_prohibited_terms |
1.1 |
ops/s |
|
50th percentile latency |
large_prohibited_terms |
873.317 |
ms |
|
90th percentile latency |
large_prohibited_terms |
890.626 |
ms |
|
99th percentile latency |
large_prohibited_terms |
914.139 |
ms |
|
100th percentile latency |
large_prohibited_terms |
921.4 |
ms |
|
50th percentile service time |
large_prohibited_terms |
865.85 |
ms |
|
90th percentile service time |
large_prohibited_terms |
883.182 |
ms |
|
99th percentile service time |
large_prohibited_terms |
906.849 |
ms |
|
100th percentile service time |
large_prohibited_terms |
914.852 |
ms |
|
error rate |
large_prohibited_terms |
0 |
% |
|
Min Throughput |
desc_sort_population |
1.5 |
ops/s |
|
Mean Throughput |
desc_sort_population |
1.5 |
ops/s |
|
Median Throughput |
desc_sort_population |
1.5 |
ops/s |
|
Max Throughput |
desc_sort_population |
1.51 |
ops/s |
|
50th percentile latency |
desc_sort_population |
103.368 |
ms |
|
90th percentile latency |
desc_sort_population |
121.52 |
ms |
|
99th percentile latency |
desc_sort_population |
147.378 |
ms |
|
100th percentile latency |
desc_sort_population |
162.058 |
ms |
|
50th percentile service time |
desc_sort_population |
102.062 |
ms |
|
90th percentile service time |
desc_sort_population |
120.179 |
ms |
|
99th percentile service time |
desc_sort_population |
146.429 |
ms |
|
100th percentile service time |
desc_sort_population |
161.312 |
ms |
|
error rate |
desc_sort_population |
0 |
% |
|
Min Throughput |
asc_sort_population |
1.5 |
ops/s |
|
Mean Throughput |
asc_sort_population |
1.5 |
ops/s |
|
Median Throughput |
asc_sort_population |
1.5 |
ops/s |
|
Max Throughput |
asc_sort_population |
1.51 |
ops/s |
|
50th percentile latency |
asc_sort_population |
106.443 |
ms |
|
90th percentile latency |
asc_sort_population |
118.099 |
ms |
|
99th percentile latency |
asc_sort_population |
124.97 |
ms |
|
100th percentile latency |
asc_sort_population |
126.89 |
ms |
|
50th percentile service time |
asc_sort_population |
105.037 |
ms |
|
90th percentile service time |
asc_sort_population |
116.566 |
ms |
|
99th percentile service time |
asc_sort_population |
123.97 |
ms |
|
100th percentile service time |
asc_sort_population |
125.546 |
ms |
|
error rate |
asc_sort_population |
0 |
% |
|
Min Throughput |
asc_sort_with_after_population |
1.5 |
ops/s |
|
Mean Throughput |
asc_sort_with_after_population |
1.5 |
ops/s |
|
Median Throughput |
asc_sort_with_after_population |
1.5 |
ops/s |
|
Max Throughput |
asc_sort_with_after_population |
1.51 |
ops/s |
|
50th percentile latency |
asc_sort_with_after_population |
162.77 |
ms |
|
90th percentile latency |
asc_sort_with_after_population |
178.146 |
ms |
|
99th percentile latency |
asc_sort_with_after_population |
182.551 |
ms |
|
100th percentile latency |
asc_sort_with_after_population |
184.061 |
ms |
|
50th percentile service time |
asc_sort_with_after_population |
161.567 |
ms |
|
90th percentile service time |
asc_sort_with_after_population |
176.876 |
ms |
|
99th percentile service time |
asc_sort_with_after_population |
181.754 |
ms |
|
100th percentile service time |
asc_sort_with_after_population |
182.319 |
ms |
|
error rate |
asc_sort_with_after_population |
0 |
% |
|
Min Throughput |
desc_sort_geonameid |
6.01 |
ops/s |
|
Mean Throughput |
desc_sort_geonameid |
6.01 |
ops/s |
|
Median Throughput |
desc_sort_geonameid |
6.01 |
ops/s |
|
Max Throughput |
desc_sort_geonameid |
6.01 |
ops/s |
|
50th percentile latency |
desc_sort_geonameid |
7.21374 |
ms |
|
90th percentile latency |
desc_sort_geonameid |
7.75274 |
ms |
|
99th percentile latency |
desc_sort_geonameid |
8.15132 |
ms |
|
100th percentile latency |
desc_sort_geonameid |
8.15188 |
ms |
|
50th percentile service time |
desc_sort_geonameid |
6.31562 |
ms |
|
90th percentile service time |
desc_sort_geonameid |
7.02085 |
ms |
|
99th percentile service time |
desc_sort_geonameid |
7.37525 |
ms |
|
100th percentile service time |
desc_sort_geonameid |
7.41357 |
ms |
|
error rate |
desc_sort_geonameid |
0 |
% |
|
Min Throughput |
desc_sort_with_after_geonameid |
6 |
ops/s |
|
Mean Throughput |
desc_sort_with_after_geonameid |
6 |
ops/s |
|
Median Throughput |
desc_sort_with_after_geonameid |
6 |
ops/s |
|
Max Throughput |
desc_sort_with_after_geonameid |
6 |
ops/s |
|
50th percentile latency |
desc_sort_with_after_geonameid |
131.94 |
ms |
|
90th percentile latency |
desc_sort_with_after_geonameid |
140.335 |
ms |
|
99th percentile latency |
desc_sort_with_after_geonameid |
161.993 |
ms |
|
100th percentile latency |
desc_sort_with_after_geonameid |
162.614 |
ms |
|
50th percentile service time |
desc_sort_with_after_geonameid |
131.317 |
ms |
|
90th percentile service time |
desc_sort_with_after_geonameid |
139.324 |
ms |
|
99th percentile service time |
desc_sort_with_after_geonameid |
161.083 |
ms |
|
100th percentile service time |
desc_sort_with_after_geonameid |
161.61 |
ms |
|
error rate |
desc_sort_with_after_geonameid |
0 |
% |
|
Min Throughput |
asc_sort_geonameid |
6.02 |
ops/s |
|
Mean Throughput |
asc_sort_geonameid |
6.02 |
ops/s |
|
Median Throughput |
asc_sort_geonameid |
6.02 |
ops/s |
|
Max Throughput |
asc_sort_geonameid |
6.03 |
ops/s |
|
50th percentile latency |
asc_sort_geonameid |
6.80715 |
ms |
|
90th percentile latency |
asc_sort_geonameid |
7.84657 |
ms |
|
99th percentile latency |
asc_sort_geonameid |
8.26933 |
ms |
|
100th percentile latency |
asc_sort_geonameid |
8.34375 |
ms |
|
50th percentile service time |
asc_sort_geonameid |
6.18429 |
ms |
|
90th percentile service time |
asc_sort_geonameid |
6.78306 |
ms |
|
99th percentile service time |
asc_sort_geonameid |
7.15076 |
ms |
|
100th percentile service time |
asc_sort_geonameid |
7.174 |
ms |
|
error rate |
asc_sort_geonameid |
0 |
% |
|
Min Throughput |
asc_sort_with_after_geonameid |
6 |
ops/s |
|
Mean Throughput |
asc_sort_with_after_geonameid |
6 |
ops/s |
|
Median Throughput |
asc_sort_with_after_geonameid |
6 |
ops/s |
|
Max Throughput |
asc_sort_with_after_geonameid |
6 |
ops/s |
|
50th percentile latency |
asc_sort_with_after_geonameid |
120.317 |
ms |
|
90th percentile latency |
asc_sort_with_after_geonameid |
131.139 |
ms |
|
99th percentile latency |
asc_sort_with_after_geonameid |
136.769 |
ms |
|
100th percentile latency |
asc_sort_with_after_geonameid |
146.23 |
ms |
|
50th percentile service time |
asc_sort_with_after_geonameid |
119.526 |
ms |
|
90th percentile service time |
asc_sort_with_after_geonameid |
130.616 |
ms |
|
99th percentile service time |
asc_sort_with_after_geonameid |
135.632 |
ms |
|
100th percentile service time |
asc_sort_with_after_geonameid |
145.283 |
ms |
|
error rate |
asc_sort_with_after_geonameid |
0 |
% |