Elasticsearch 7.14.1集群压测报告（32核128G*10 本地NVMe SSD，Intel）
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）
本文另有延续：
Elasticsearch压力测试 - 云+社区 - 腾讯云 (tencent.com)
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
测试基准：geonames(http://www.geonames.org/) - 配置
节点数量：1
内存：64G
硬盘：SSD云硬盘 100GB
CPU个数：1
CPU核心数：32
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：7.14.1（腾讯云 Elasticsearch Service 基础版） - 配置
节点数量：10
内存：128G
硬盘：本地NVMe SSD盘 3.5T*2
CPU个数：1
CPU核心数：32
CPU型号：Intel(R) Xeon(R) Platinum 8255C CPU @ 2.50GHz
压测对比（demo）
该截图为压测对比的片段数据demo，对比对象为同等规格的不同配置项，其中包括分片、副本、索引参数等，我们也可以通过该方式对比不同规格、不同版本之间的压测结果。
本次压测参数：
esrally race \\
--track=geonames \\
--target-hosts=10.0.0.1:9200 \\
--pipeline=benchmark-only \\
--track-params="number_of_shards:20, number_of_replicas:0" \\
--user-tag="version:Intel_32C128G_7T*10"配置新增项：
文件位于：.rally/benchmarks/tracks/default/geonames/challenges/default.json
"translog": {
"sync_interval": "5s",
"durability": "async"
}对比demo压测参数：
esrally race \\
--track=geonames \\
--target-hosts=10.0.0.1:9200 \\
--pipeline=benchmark-only \\
--track-params="number_of_shards:10, number_of_replicas:1" \\
--user-tag="version:Intel_32C128G_7T*10"对比命令：
esrally compare --baseline=673c88f8-0bad-45f7-887d-b9b0dd8e5221 --contender=825fe220-69c5-4943-ab8f-71a35a989c60第三列为本次数据，第四列为对比数据，第五列为对比数值差，最后一列为对比百分百差值
● 红色代表优
● 绿色代表劣
压测报告
在 Metric一栏，有非常多的指标数据，详细的解释可以参见 官方文档(http://esrally.readthedocs.io/en/latest/summary_report.html)。
一般要关注的数据有：
- throughput 每个操作的吞吐量，比如 index、search等
- latency 每个操作的响应时长数据
- Heap used for x 记录堆栈的使用情况
具体的指标含义，可以参阅另一篇文档：压测标准
|
Metric |
Task |
Value |
Unit |
|---|---|---|---|
|
Cumulative indexing time of primary shards |
|
11.6213 |
min |
|
Min cumulative indexing time across primary shards |
|
0 |
min |
|
Median cumulative indexing time across primary shards |
|
0.565267 |
min |
|
Max cumulative indexing time across primary shards |
|
0.591267 |
min |
|
Cumulative indexing throttle time of primary shards |
|
0 |
min |
|
Min cumulative indexing throttle time across primary shards |
|
0 |
min |
|
Median cumulative indexing throttle time across primary shards |
|
0 |
min |
|
Max cumulative indexing throttle time across primary shards |
|
0 |
min |
|
Cumulative merge time of primary shards |
|
2.4651 |
min |
|
Cumulative merge count of primary shards |
|
1380 |
|
|
Min cumulative merge time across primary shards |
|
0 |
min |
|
Median cumulative merge time across primary shards |
|
0.0945333 |
min |
|
Max cumulative merge time across primary shards |
|
0.740583 |
min |
|
Cumulative merge throttle time of primary shards |
|
0.528317 |
min |
|
Min cumulative merge throttle time across primary shards |
|
0 |
min |
|
Median cumulative merge throttle time across primary shards |
|
0 |
min |
|
Max cumulative merge throttle time across primary shards |
|
0.0492667 |
min |
|
Cumulative refresh time of primary shards |
|
2.23803 |
min |
|
Cumulative refresh count of primary shards |
|
13298 |
|
|
Min cumulative refresh time across primary shards |
|
0 |
min |
|
Median cumulative refresh time across primary shards |
|
0.0526 |
min |
|
Max cumulative refresh time across primary shards |
|
0.999583 |
min |
|
Cumulative flush time of primary shards |
|
0.00281667 |
min |
|
Cumulative flush count of primary shards |
|
31 |
|
|
Min cumulative flush time across primary shards |
|
0 |
min |
|
Median cumulative flush time across primary shards |
|
0 |
min |
|
Max cumulative flush time across primary shards |
|
0.000416667 |
min |
|
Total Young Gen GC time |
|
7.046 |
s |
|
Total Young Gen GC count |
|
1333 |
|
|
Total Old Gen GC time |
|
0 |
s |
|
Total Old Gen GC count |
|
0 |
|
|
Store size |
|
3.34291 |
GB |
|
Translog size |
|
0.0862316 |
GB |
|
Heap used for segments |
|
2.21271 |
MB |
|
Heap used for doc values |
|
0.155579 |
MB |
|
Heap used for terms |
|
1.74126 |
MB |
|
Heap used for norms |
|
0.186829 |
MB |
|
Heap used for points |
|
0 |
MB |
|
Heap used for stored fields |
|
0.129044 |
MB |
|
Segment count |
|
262 |
|
|
Total Ingest Pipeline count |
|
0 |
|
|
Total Ingest Pipeline time |
|
0 |
s |
|
Total Ingest Pipeline failed |
|
0 |
|
|
error rate |
index-append |
0 |
% |
|
Min Throughput |
index-stats |
90 |
ops/s |
|
Mean Throughput |
index-stats |
90.01 |
ops/s |
|
Median Throughput |
index-stats |
90.02 |
ops/s |
|
Max Throughput |
index-stats |
90.03 |
ops/s |
|
50th percentile latency |
index-stats |
2.59685 |
ms |
|
90th percentile latency |
index-stats |
3.96404 |
ms |
|
99th percentile latency |
index-stats |
4.29628 |
ms |
|
99.9th percentile latency |
index-stats |
4.9505 |
ms |
|
100th percentile latency |
index-stats |
5.76097 |
ms |
|
50th percentile service time |
index-stats |
1.83113 |
ms |
|
90th percentile service time |
index-stats |
1.96145 |
ms |
|
99th percentile service time |
index-stats |
2.49059 |
ms |
|
99.9th percentile service time |
index-stats |
2.99369 |
ms |
|
100th percentile service time |
index-stats |
3.38487 |
ms |
|
error rate |
index-stats |
0 |
% |
|
Min Throughput |
node-stats |
42.88 |
ops/s |
|
Mean Throughput |
node-stats |
44.05 |
ops/s |
|
Median Throughput |
node-stats |
44.21 |
ops/s |
|
Max Throughput |
node-stats |
44.45 |
ops/s |
|
50th percentile latency |
node-stats |
6908.99 |
ms |
|
90th percentile latency |
node-stats |
11407.1 |
ms |
|
99th percentile latency |
node-stats |
12427.2 |
ms |
|
99.9th percentile latency |
node-stats |
12526.8 |
ms |
|
100th percentile latency |
node-stats |
12537.6 |
ms |
|
50th percentile service time |
node-stats |
12.3356 |
ms |
|
90th percentile service time |
node-stats |
13.456 |
ms |
|
99th percentile service time |
node-stats |
15.9214 |
ms |
|
99.9th percentile service time |
node-stats |
17.1677 |
ms |
|
100th percentile service time |
node-stats |
18.1915 |
ms |
|
error rate |
node-stats |
0 |
% |
|
Min Throughput |
default |
50.02 |
ops/s |
|
Mean Throughput |
default |
50.04 |
ops/s |
|
Median Throughput |
default |
50.04 |
ops/s |
|
Max Throughput |
default |
50.07 |
ops/s |
|
50th percentile latency |
default |
2.96665 |
ms |
|
90th percentile latency |
default |
3.80139 |
ms |
|
99th percentile latency |
default |
4.19294 |
ms |
|
99.9th percentile latency |
default |
8.99626 |
ms |
|
100th percentile latency |
default |
9.71564 |
ms |
|
50th percentile service time |
default |
1.76794 |
ms |
|
90th percentile service time |
default |
1.93181 |
ms |
|
99th percentile service time |
default |
2.25012 |
ms |
|
99.9th percentile service time |
default |
8.38265 |
ms |
|
100th percentile service time |
default |
8.84024 |
ms |
|
error rate |
default |
0 |
% |
|
Min Throughput |
term |
100.03 |
ops/s |
|
Mean Throughput |
term |
100.05 |
ops/s |
|
Median Throughput |
term |
100.04 |
ops/s |
|
Max Throughput |
term |
100.09 |
ops/s |
|
50th percentile latency |
term |
2.885 |
ms |
|
90th percentile latency |
term |
3.28685 |
ms |
|
99th percentile latency |
term |
3.62102 |
ms |
|
99.9th percentile latency |
term |
8.40079 |
ms |
|
100th percentile latency |
term |
14.5035 |
ms |
|
50th percentile service time |
term |
2.12238 |
ms |
|
90th percentile service time |
term |
2.27681 |
ms |
|
99th percentile service time |
term |
2.47782 |
ms |
|
99.9th percentile service time |
term |
7.35007 |
ms |
|
100th percentile service time |
term |
13.5583 |
ms |
|
error rate |
term |
0 |
% |
|
Min Throughput |
phrase |
110 |
ops/s |
|
Mean Throughput |
phrase |
110.02 |
ops/s |
|
Median Throughput |
phrase |
110.02 |
ops/s |
|
Max Throughput |
phrase |
110.03 |
ops/s |
|
50th percentile latency |
phrase |
2.82409 |
ms |
|
90th percentile latency |
phrase |
3.23931 |
ms |
|
99th percentile latency |
phrase |
7.67388 |
ms |
|
99.9th percentile latency |
phrase |
21.0077 |
ms |
|
100th percentile latency |
phrase |
27.748 |
ms |
|
50th percentile service time |
phrase |
2.06775 |
ms |
|
90th percentile service time |
phrase |
2.21518 |
ms |
|
99th percentile service time |
phrase |
4.07794 |
ms |
|
99.9th percentile service time |
phrase |
13.957 |
ms |
|
100th percentile service time |
phrase |
27.1629 |
ms |
|
error rate |
phrase |
0 |
% |
|
Min Throughput |
country_agg_uncached |
3.01 |
ops/s |
|
Mean Throughput |
country_agg_uncached |
3.01 |
ops/s |
|
Median Throughput |
country_agg_uncached |
3.01 |
ops/s |
|
Max Throughput |
country_agg_uncached |
3.01 |
ops/s |
|
50th percentile latency |
country_agg_uncached |
41.801 |
ms |
|
90th percentile latency |
country_agg_uncached |
61.1074 |
ms |
|
99th percentile latency |
country_agg_uncached |
64.1245 |
ms |
|
100th percentile latency |
country_agg_uncached |
64.1869 |
ms |
|
50th percentile service time |
country_agg_uncached |
40.5648 |
ms |
|
90th percentile service time |
country_agg_uncached |
60.413 |
ms |
|
99th percentile service time |
country_agg_uncached |
63.2005 |
ms |
|
100th percentile service time |
country_agg_uncached |
63.2089 |
ms |
|
error rate |
country_agg_uncached |
0 |
% |
|
Min Throughput |
country_agg_cached |
99.44 |
ops/s |
|
Mean Throughput |
country_agg_cached |
99.61 |
ops/s |
|
Median Throughput |
country_agg_cached |
99.62 |
ops/s |
|
Max Throughput |
country_agg_cached |
99.72 |
ops/s |
|
50th percentile latency |
country_agg_cached |
2.63589 |
ms |
|
90th percentile latency |
country_agg_cached |
3.02715 |
ms |
|
99th percentile latency |
country_agg_cached |
3.35078 |
ms |
|
99.9th percentile latency |
country_agg_cached |
9.61668 |
ms |
|
100th percentile latency |
country_agg_cached |
17.3212 |
ms |
|
50th percentile service time |
country_agg_cached |
1.86138 |
ms |
|
90th percentile service time |
country_agg_cached |
2.00815 |
ms |
|
99th percentile service time |
country_agg_cached |
2.15493 |
ms |
|
99.9th percentile service time |
country_agg_cached |
2.37638 |
ms |
|
100th percentile service time |
country_agg_cached |
16.6456 |
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 |
614.353 |
ms |
|
90th percentile latency |
scroll |
625.645 |
ms |
|
99th percentile latency |
scroll |
632.598 |
ms |
|
100th percentile latency |
scroll |
633.479 |
ms |
|
50th percentile service time |
scroll |
612.703 |
ms |
|
90th percentile service time |
scroll |
624.571 |
ms |
|
99th percentile service time |
scroll |
630.818 |
ms |
|
100th percentile service time |
scroll |
632.295 |
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 |
1.51 |
ops/s |
|
50th percentile latency |
expression |
83.2414 |
ms |
|
90th percentile latency |
expression |
140.869 |
ms |
|
99th percentile latency |
expression |
146.941 |
ms |
|
100th percentile latency |
expression |
149.266 |
ms |
|
50th percentile service time |
expression |
81.8575 |
ms |
|
90th percentile service time |
expression |
139.747 |
ms |
|
99th percentile service time |
expression |
145.243 |
ms |
|
100th percentile service time |
expression |
148.174 |
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 |
1.41 |
ops/s |
|
50th percentile latency |
painless_static |
99.7975 |
ms |
|
90th percentile latency |
painless_static |
158.673 |
ms |
|
99th percentile latency |
painless_static |
161.488 |
ms |
|
100th percentile latency |
painless_static |
161.666 |
ms |
|
50th percentile service time |
painless_static |
98.5624 |
ms |
|
90th percentile service time |
painless_static |
157.462 |
ms |
|
99th percentile service time |
painless_static |
159.464 |
ms |
|
100th percentile service time |
painless_static |
160.565 |
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 |
1.41 |
ops/s |
|
50th percentile latency |
painless_dynamic |
101.198 |
ms |
|
90th percentile latency |
painless_dynamic |
159.528 |
ms |
|
99th percentile latency |
painless_dynamic |
164.991 |
ms |
|
100th percentile latency |
painless_dynamic |
165.723 |
ms |
|
50th percentile service time |
painless_dynamic |
99.9259 |
ms |
|
90th percentile service time |
painless_dynamic |
158.47 |
ms |
|
99th percentile service time |
painless_dynamic |
164.141 |
ms |
|
100th percentile service time |
painless_dynamic |
164.411 |
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 |
106.114 |
ms |
|
90th percentile latency |
decay_geo_gauss_function_score |
131.256 |
ms |
|
99th percentile latency |
decay_geo_gauss_function_score |
134.307 |
ms |
|
100th percentile latency |
decay_geo_gauss_function_score |
135.118 |
ms |
|
50th percentile service time |
decay_geo_gauss_function_score |
104.521 |
ms |
|
90th percentile service time |
decay_geo_gauss_function_score |
129.729 |
ms |
|
99th percentile service time |
decay_geo_gauss_function_score |
132.644 |
ms |
|
100th percentile service time |
decay_geo_gauss_function_score |
133.117 |
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 |
101.618 |
ms |
|
90th percentile latency |
decay_geo_gauss_script_score |
129.315 |
ms |
|
99th percentile latency |
decay_geo_gauss_script_score |
132.952 |
ms |
|
100th percentile latency |
decay_geo_gauss_script_score |
133.003 |
ms |
|
50th percentile service time |
decay_geo_gauss_script_score |
99.8716 |
ms |
|
90th percentile service time |
decay_geo_gauss_script_score |
127.959 |
ms |
|
99th percentile service time |
decay_geo_gauss_script_score |
131.571 |
ms |
|
100th percentile service time |
decay_geo_gauss_script_score |
131.693 |
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 |
1.51 |
ops/s |
|
Median Throughput |
field_value_function_score |
1.51 |
ops/s |
|
Max Throughput |
field_value_function_score |
1.51 |
ops/s |
|
50th percentile latency |
field_value_function_score |
43.0776 |
ms |
|
90th percentile latency |
field_value_function_score |
57.9185 |
ms |
|
99th percentile latency |
field_value_function_score |
59.9253 |
ms |
|
100th percentile latency |
field_value_function_score |
59.9498 |
ms |
|
50th percentile service time |
field_value_function_score |
41.8078 |
ms |
|
90th percentile service time |
field_value_function_score |
56.8933 |
ms |
|
99th percentile service time |
field_value_function_score |
58.5603 |
ms |
|
100th percentile service time |
field_value_function_score |
58.8797 |
ms |
|
error rate |
field_value_function_score |
0 |
% |
|
Min Throughput |
field_value_script_score |
1.5 |
ops/s |
|
Mean Throughput |
field_value_script_score |
1.51 |
ops/s |
|
Median Throughput |
field_value_script_score |
1.51 |
ops/s |
|
Max Throughput |
field_value_script_score |
1.51 |
ops/s |
|
50th percentile latency |
field_value_script_score |
51.2358 |
ms |
|
90th percentile latency |
field_value_script_score |
78.1297 |
ms |
|
99th percentile latency |
field_value_script_score |
81.5962 |
ms |
|
100th percentile latency |
field_value_script_score |
85.1375 |
ms |
|
50th percentile service time |
field_value_script_score |
50.0607 |
ms |
|
90th percentile service time |
field_value_script_score |
77.0218 |
ms |
|
99th percentile service time |
field_value_script_score |
79.9932 |
ms |
|
100th percentile service time |
field_value_script_score |
83.5557 |
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 |
759.051 |
ms |
|
90th percentile latency |
large_terms |
803.56 |
ms |
|
99th percentile latency |
large_terms |
1171.68 |
ms |
|
100th percentile latency |
large_terms |
1281.92 |
ms |
|
50th percentile service time |
large_terms |
752.205 |
ms |
|
90th percentile service time |
large_terms |
790.845 |
ms |
|
99th percentile service time |
large_terms |
1045.43 |
ms |
|
100th percentile service time |
large_terms |
1275.7 |
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 |
761.057 |
ms |
|
90th percentile latency |
large_filtered_terms |
802.481 |
ms |
|
99th percentile latency |
large_filtered_terms |
867.485 |
ms |
|
100th percentile latency |
large_filtered_terms |
883.59 |
ms |
|
50th percentile service time |
large_filtered_terms |
754.452 |
ms |
|
90th percentile service time |
large_filtered_terms |
795.488 |
ms |
|
99th percentile service time |
large_filtered_terms |
861.441 |
ms |
|
100th percentile service time |
large_filtered_terms |
876.858 |
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 |
758.152 |
ms |
|
90th percentile latency |
large_prohibited_terms |
801.5 |
ms |
|
99th percentile latency |
large_prohibited_terms |
868.599 |
ms |
|
100th percentile latency |
large_prohibited_terms |
895.196 |
ms |
|
50th percentile service time |
large_prohibited_terms |
751.518 |
ms |
|
90th percentile service time |
large_prohibited_terms |
795.278 |
ms |
|
99th percentile service time |
large_prohibited_terms |
862.411 |
ms |
|
100th percentile service time |
large_prohibited_terms |
887.207 |
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 |
1.51 |
ops/s |
|
Max Throughput |
desc_sort_population |
1.51 |
ops/s |
|
50th percentile latency |
desc_sort_population |
23.6787 |
ms |
|
90th percentile latency |
desc_sort_population |
36.879 |
ms |
|
99th percentile latency |
desc_sort_population |
38.4983 |
ms |
|
100th percentile latency |
desc_sort_population |
38.7709 |
ms |
|
50th percentile service time |
desc_sort_population |
22.2716 |
ms |
|
90th percentile service time |
desc_sort_population |
35.7709 |
ms |
|
99th percentile service time |
desc_sort_population |
37.5019 |
ms |
|
100th percentile service time |
desc_sort_population |
37.8242 |
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 |
24.1694 |
ms |
|
90th percentile latency |
asc_sort_population |
37.0402 |
ms |
|
99th percentile latency |
asc_sort_population |
38.6004 |
ms |
|
100th percentile latency |
asc_sort_population |
39.1573 |
ms |
|
50th percentile service time |
asc_sort_population |
22.7906 |
ms |
|
90th percentile service time |
asc_sort_population |
35.8008 |
ms |
|
99th percentile service time |
asc_sort_population |
37.3242 |
ms |
|
100th percentile service time |
asc_sort_population |
37.448 |
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 |
1.51 |
ops/s |
|
Median Throughput |
asc_sort_with_after_population |
1.51 |
ops/s |
|
Max Throughput |
asc_sort_with_after_population |
1.51 |
ops/s |
|
50th percentile latency |
asc_sort_with_after_population |
28.2968 |
ms |
|
90th percentile latency |
asc_sort_with_after_population |
44.5625 |
ms |
|
99th percentile latency |
asc_sort_with_after_population |
49.3172 |
ms |
|
100th percentile latency |
asc_sort_with_after_population |
49.7945 |
ms |
|
50th percentile service time |
asc_sort_with_after_population |
26.7906 |
ms |
|
90th percentile service time |
asc_sort_with_after_population |
43.682 |
ms |
|
99th percentile service time |
asc_sort_with_after_population |
48.0795 |
ms |
|
100th percentile service time |
asc_sort_with_after_population |
48.2475 |
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 |
6.03 |
ops/s |
|
50th percentile latency |
desc_sort_geonameid |
5.72709 |
ms |
|
90th percentile latency |
desc_sort_geonameid |
6.3101 |
ms |
|
99th percentile latency |
desc_sort_geonameid |
6.73087 |
ms |
|
100th percentile latency |
desc_sort_geonameid |
6.74572 |
ms |
|
50th percentile service time |
desc_sort_geonameid |
4.87845 |
ms |
|
90th percentile service time |
desc_sort_geonameid |
5.18251 |
ms |
|
99th percentile service time |
desc_sort_geonameid |
5.64189 |
ms |
|
100th percentile service time |
desc_sort_geonameid |
5.78124 |
ms |
|
error rate |
desc_sort_geonameid |
0 |
% |
|
Min Throughput |
desc_sort_with_after_geonameid |
6.02 |
ops/s |
|
Mean Throughput |
desc_sort_with_after_geonameid |
6.02 |
ops/s |
|
Median Throughput |
desc_sort_with_after_geonameid |
6.02 |
ops/s |
|
Max Throughput |
desc_sort_with_after_geonameid |
6.02 |
ops/s |
|
50th percentile latency |
desc_sort_with_after_geonameid |
27.6875 |
ms |
|
90th percentile latency |
desc_sort_with_after_geonameid |
40.815 |
ms |
|
99th percentile latency |
desc_sort_with_after_geonameid |
46.1911 |
ms |
|
100th percentile latency |
desc_sort_with_after_geonameid |
49.8309 |
ms |
|
50th percentile service time |
desc_sort_with_after_geonameid |
26.249 |
ms |
|
90th percentile service time |
desc_sort_with_after_geonameid |
39.8379 |
ms |
|
99th percentile service time |
desc_sort_with_after_geonameid |
45.2571 |
ms |
|
100th percentile service time |
desc_sort_with_after_geonameid |
48.6642 |
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 |
5.41121 |
ms |
|
90th percentile latency |
asc_sort_geonameid |
5.97722 |
ms |
|
99th percentile latency |
asc_sort_geonameid |
6.54733 |
ms |
|
100th percentile latency |
asc_sort_geonameid |
6.5514 |
ms |
|
50th percentile service time |
asc_sort_geonameid |
4.49445 |
ms |
|
90th percentile service time |
asc_sort_geonameid |
5.06776 |
ms |
|
99th percentile service time |
asc_sort_geonameid |
5.25747 |
ms |
|
100th percentile service time |
asc_sort_geonameid |
5.25751 |
ms |
|
error rate |
asc_sort_geonameid |
0 |
% |
|
Min Throughput |
asc_sort_with_after_geonameid |
6.02 |
ops/s |
|
Mean Throughput |
asc_sort_with_after_geonameid |
6.02 |
ops/s |
|
Median Throughput |
asc_sort_with_after_geonameid |
6.02 |
ops/s |
|
Max Throughput |
asc_sort_with_after_geonameid |
6.02 |
ops/s |
|
50th percentile latency |
asc_sort_with_after_geonameid |
25.004 |
ms |
|
90th percentile latency |
asc_sort_with_after_geonameid |
37.8372 |
ms |
|
99th percentile latency |
asc_sort_with_after_geonameid |
41.8776 |
ms |
|
100th percentile latency |
asc_sort_with_after_geonameid |
42.2647 |
ms |
|
50th percentile service time |
asc_sort_with_after_geonameid |
23.2009 |
ms |
|
90th percentile service time |
asc_sort_with_after_geonameid |
35.8662 |
ms |
|
99th percentile service time |
asc_sort_with_after_geonameid |
39.9241 |
ms |
|
100th percentile service time |
asc_sort_with_after_geonameid |
40.0065 |
ms |
|
error rate |
asc_sort_with_after_geonameid |
0 |
% |
