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社区首页 >专栏 >Elasticsearch 7.10.1压测对比(4核16G*3,AMD vs Intel)

Elasticsearch 7.10.1压测对比(4核16G*3,AMD vs Intel)

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修改2022-05-16 15:56:59
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修改2022-05-16 15:56:59
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文章被收录于专栏:大数据生态

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)

本文延续前两篇压测报告:

Elasticsearch 7.10.1集群3节点4核16G压测报告(AMD)

Elasticsearch 7.10.1集群3节点4核16G压测报告(Intel)

本文另有延续:

Elasticsearch 7.10.1压测对比(8核32G*3,AMD vs Intel)

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:16G

硬盘:SSD云硬盘 1TB

CPU个数:1

CPU核心数:4

CPU型号:AMD EPYC 7K62 48-Core ProcessorVSIntel(R) Xeon(R) Platinum 8255C CPU @ 2.50GHz

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

代码语言:javascript
复制
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:4C16G_1T*3" \
  --client-options="basic_auth_user:'elastic', basic_auth_password:'your_password'"

对比指令

1. 打印压测列表

代码语言:text
复制
[dy@VM-1-12-centos ~]$ esrally list races

    ____        ____
   / __ \____ _/ / /_  __
  / /_/ / __ `/ / / / / /
 / _, _/ /_/ / / / /_/ /
/_/ |_|\__,_/_/_/\__, /
                /____/


Recent races:

Race ID                               Race Timestamp    Track     Track Parameters                          Challenge            Car       User Tags                 Track Revision    Team Revision
------------------------------------  ----------------  --------  ----------------------------------------  -------------------  --------  ------------------------  ----------------  ---------------
a87b4509-ef60-4932-849d-7733dca63b9b  20211021T111954Z  geonames  number_of_replicas=1, number_of_shards=3  append-no-conflicts  external  version=AMD_4C16G_1T*3    31df6b8
1301d57a-29a5-4704-a4db-7ed6aa50cb12  20211021T094419Z  geonames  number_of_replicas=1, number_of_shards=3  append-no-conflicts  external  version=Intel_4C16G_1T*3  31df6b8

-------------------------------
[INFO] SUCCESS (took 6 seconds)
-------------------------------

2. 对比压测报告

  • baseline:基准报告
  • contender:需要对比的报告
代码语言:text
复制

[dy@VM-1-12-centos ~]$ esrally compare --baseline=a87b4509-ef60-4932-849d-7733dca63b9b --contender=1301d57a-29a5-4704-a4db-7ed6aa50cb12

    ____        ____
   / __ \____ _/ / /_  __
  / /_/ / __ `/ / / / / /
 / _, _/ /_/ / / / /_/ /
/_/ |_|\__,_/_/_/\__, /
                /____/

[WARNING] No Internet connection detected. Automatic download of track data sets etc. is disabled.

Comparing baseline
  Race ID: a87b4509-ef60-4932-849d-7733dca63b9b
  Race timestamp: 2021-10-21 11:19:54
  Challenge: append-no-conflicts
  Car: external
  User tags: version=AMD_4C16G_1T*3

with contender
  Race ID: 1301d57a-29a5-4704-a4db-7ed6aa50cb12
  Race timestamp: 2021-10-21 09:44:19
  Challenge: append-no-conflicts
  Car: external
  User tags: version=Intel_4C16G_1T*3

压测性能对比结果

性能对比标识在最后一列,表示Intel比AMD性能好,表示Intel比AMD性能差。孰强孰弱,一目了然。通过输出的表格可以看到性能压测结果AMD远超Intel,AMD在压测过程中表现相当优秀。

但通常压测结果只能作为参考,实际的业务场景还是相较复杂的,所以线上生产环境还是得以实际业务场景为准。

压测指标

压测任务

AMD CPU

Intel CPU

单位

差率

性能对比

Cumulative indexing time of primary shards

16.6515

20.61926667

min

23.83%

Min cumulative indexing time across primary shard

0

0

min

0.00%

-

Median cumulative indexing time across primary shard

0.001258333

0.004466667

min

254.97%

Max cumulative indexing time across primary shard

5.893733333

7.409083333

min

25.71%

Cumulative indexing throttle time of primary shards

0

0

min

0.00%

-

Min cumulative indexing throttle time across primary shard

0

0

min

0.00%

-

Median cumulative indexing throttle time across primary shard

0

0

min

0.00%

-

Max cumulative indexing throttle time across primary shard

0

0

min

0.00%

-

Cumulative merge time of primary shards

5.123933333

6.56155

min

28.06%

Cumulative merge count of primary shards

113

154

36.28%

Min cumulative merge time across primary shard

0

0

min

0.00%

-

Median cumulative merge time across primary shard

0.001775

0.002466667

min

38.97%

Max cumulative merge time across primary shard

1.8119

2.34035

min

29.17%

Cumulative merge throttle time of primary shards

0.954066667

0.72385

min

-24.13%

Min cumulative merge throttle time across primary shard

0

0

min

0.00%

-

Median cumulative merge throttle time across primary shard

0

0

min

0.00%

-

Max cumulative merge throttle time across primary shard

0.367133333

0.255316667

min

-30.46%

Cumulative refresh time of primary shards

1.98815

2.666166667

min

34.10%

Cumulative refresh count of primary shards

1037

1381

33.17%

Min cumulative refresh time across primary shard

0

0

min

0.00%

-

Median cumulative refresh time across primary shard

0.007558333

0.02155

min

185.12%

Max cumulative refresh time across primary shard

0.668566667

0.84375

min

26.20%

Cumulative flush time of primary shards

0.292166667

0.357333333

min

22.30%

Cumulative flush count of primary shards

21

16

-23.81%

Min cumulative flush time across primary shard

0

0

min

0.00%

-

Median cumulative flush time across primary shard

0.00065

0.000483333

min

-25.64%

Max cumulative flush time across primary shard

0.13395

0.139483333

min

4.13%

Total Young Gen GC time

14.357

23.305

s

62.32%

Total Young Gen GC count

2224

2210

-0.63%

Total Old Gen GC time

0

0

s

0.00%

-

Total Old Gen GC count

0

0

0.00%

-

Store size

5.841667223

5.805117853

GB

-0.63%

Translog size

0.014743343

0.016550641

GB

12.26%

Heap used for segments

0.820430756

0.894435883

MB

9.02%

Heap used for doc values

0.167011261

0.212818146

MB

27.43%

Heap used for terms

0.551681519

0.579559326

MB

5.05%

Heap used for norms

0.05279541

0.052124023

MB

-1.27%

Heap used for points

0

0

MB

0.00%

-

Heap used for stored fields

0.048942566

0.049934387

MB

2.03%

Segment count

101

103

1.98%

Min Throughput

index-append

47217.68984

37192.08737

docs/s

-21.23%

Mean Throughput

index-append

48918.92016

38562.29645

docs/s

-21.17%

Median Throughput

index-append

49245.57312

38577.44441

docs/s

-21.66%

Max Throughput

index-append

49663.92093

39329.31931

docs/s

-20.81%

50th percentile latency

index-append

569.444781

757.068621

ms

32.95%

90th percentile latency

index-append

1124.045881

1558.868251

ms

38.68%

99th percentile latency

index-append

2983.051196

3131.200507

ms

4.97%

99.9th percentile latency

index-append

3649.150753

4159.975815

ms

14.00%

100th percentile latency

index-append

3769.667

4638.147801

ms

23.04%

50th percentile service time

index-append

569.444781

757.068621

ms

32.95%

90th percentile service time

index-append

1124.045881

1558.868251

ms

38.68%

99th percentile service time

index-append

2983.051196

3131.200507

ms

4.97%

99.9th percentile service time

index-append

3649.150753

4159.975815

ms

14.00%

100th percentile service time

index-append

3769.667

4638.147801

ms

23.04%

error rate

index-append

0

0

%

0.00%

-

Min Throughput

index-stats

89.90861168

88.84381441

ops/s

-1.18%

Mean Throughput

index-stats

89.94603154

89.30621306

ops/s

-0.71%

Median Throughput

index-stats

89.95353888

89.36523706

ops/s

-0.65%

Max Throughput

index-stats

89.96520107

89.56568092

ops/s

-0.44%

50th percentile latency

index-stats

3.366646889

3.741529945

ms

11.14%

90th percentile latency

index-stats

3.982447433

4.260264733

ms

6.98%

99th percentile latency

index-stats

6.325640143

5.066233196

ms

-19.91%

99.9th percentile latency

index-stats

15.50026936

10.93027454

ms

-29.48%

100th percentile latency

index-stats

22.19115467

11.32775311

ms

-48.95%

50th percentile service time

index-stats

2.574661

2.9800225

ms

15.74%

90th percentile service time

index-stats

3.1908318

3.3411987

ms

4.71%

99th percentile service time

index-stats

4.67376499

4.48544791

ms

-4.03%

99.9th percentile service time

index-stats

14.78275873

10.05261776

ms

-32.00%

100th percentile service time

index-stats

21.208054

10.45597

ms

-50.70%

error rate

index-stats

0

0

%

0.00%

-

Min Throughput

node-stats

89.99644532

89.96192874

ops/s

-0.04%

Mean Throughput

node-stats

90.00460997

89.97933872

ops/s

-0.03%

Median Throughput

node-stats

90.00450882

89.98348301

ops/s

-0.02%

Max Throughput

node-stats

90.01490301

89.99050111

ops/s

-0.03%

50th percentile latency

node-stats

3.802554889

4.203364889

ms

10.54%

90th percentile latency

node-stats

4.533495434

4.860762733

ms

7.22%

99th percentile latency

node-stats

5.69326132

7.469755013

ms

31.20%

99.9th percentile latency

node-stats

7.707171939

23.36412157

ms

203.15%

100th percentile latency

node-stats

8.033339778

26.07431078

ms

224.58%

50th percentile service time

node-stats

3.018763

3.449842

ms

14.28%

90th percentile service time

node-stats

3.7464312

3.9880273

ms

6.45%

99th percentile service time

node-stats

4.910253389

5.88917164

ms

19.94%

99.9th percentile service time

node-stats

6.95086849

18.5987367

ms

167.57%

100th percentile service time

node-stats

7.409899

19.62441

ms

164.84%

error rate

node-stats

0

0

%

0.00%

-

Min Throughput

default

50.00712893

50.01133259

ops/s

0.01%

-

Mean Throughput

default

50.01230411

50.0181559

ops/s

0.01%

Median Throughput

default

50.01161639

50.01650546

ops/s

0.01%

-

Max Throughput

default

50.0213024

50.03442554

ops/s

0.03%

50th percentile latency

default

3.655869501

4.5691895

ms

24.98%

90th percentile latency

default

4.181477201

5.1553089

ms

23.29%

99th percentile latency

default

5.64191841

6.27242918

ms

11.18%

99.9th percentile latency

default

15.02458674

12.40069905

ms

-17.46%

100th percentile latency

default

17.738605

22.455685

ms

26.59%

50th percentile service time

default

2.8836605

3.8620235

ms

33.93%

90th percentile service time

default

3.364470201

4.2630225

ms

26.71%

99th percentile service time

default

4.35625107

5.09573482

ms

16.98%

99.9th percentile service time

default

13.99342297

12.08920769

ms

-13.61%

100th percentile service time

default

16.998383

22.095882

ms

29.99%

error rate

default

0

0

%

0.00%

-

Min Throughput

term

99.93668832

99.87284637

ops/s

-0.06%

Mean Throughput

term

99.96364201

99.92131398

ops/s

-0.04%

Median Throughput

term

99.96523993

99.92445571

ops/s

-0.04%

Max Throughput

term

99.97676912

99.95306788

ops/s

-0.02%

50th percentile latency

term

2.5210005

3.680496

ms

45.99%

90th percentile latency

term

3.1322378

4.2049577

ms

34.25%

99th percentile latency

term

4.82529718

4.80779752

ms

-0.36%

99.9th percentile latency

term

11.42147218

6.216859786

ms

-45.57%

100th percentile latency

term

14.679388

7.675186

ms

-47.71%

50th percentile service time

term

1.748733

2.95697

ms

69.09%

90th percentile service time

term

2.14543

3.3481341

ms

56.06%

99th percentile service time

term

2.570702781

3.79310115

ms

47.55%

99.9th percentile service time

term

10.76067785

5.682759601

ms

-47.19%

100th percentile service time

term

13.671617

7.396645

ms

-45.90%

error rate

term

0

0

%

0.00%

-

Min Throughput

phrase

109.457439

109.7360626

ops/s

0.25%

Mean Throughput

phrase

109.6730363

109.8436467

ops/s

0.16%

Median Throughput

phrase

109.7085065

109.8584476

ops/s

0.14%

Max Throughput

phrase

109.7907409

109.9038398

ops/s

0.10%

50th percentile latency

phrase

3.354487545

4.288767272

ms

27.85%

90th percentile latency

phrase

4.048016272

5.1152377

ms

26.36%

99th percentile latency

phrase

9.048883346

42.08410923

ms

365.08%

99.9th percentile latency

phrase

34.40602408

69.39988649

ms

101.71%

100th percentile latency

phrase

39.091593

74.59599327

ms

90.82%

50th percentile service time

phrase

2.5868585

3.566522

ms

37.87%

90th percentile service time

phrase

3.1713395

4.1526733

ms

30.94%

99th percentile service time

phrase

4.84450866

6.57685349

ms

35.76%

99.9th percentile service time

phrase

22.38927791

46.43875535

ms

107.42%

100th percentile service time

phrase

38.395166

73.954562

ms

92.61%

error rate

phrase

0

0

%

0.00%

-

Min Throughput

country agg uncached

2.990330234

2.975298835

ops/s

-0.50%

Mean Throughput

country agg uncached

2.992285885

2.985278752

ops/s

-0.23%

Median Throughput

country agg uncached

2.992408698

2.986451024

ops/s

-0.20%

Max Throughput

country agg uncached

2.993620062

2.990605662

ops/s

-0.10%

50th percentile latency

country agg uncached

263.5204615

394.44874

ms

49.68%

90th percentile latency

country agg uncached

274.3721343

599.6128869

ms

118.54%

99th percentile latency

country agg uncached

298.7350334

710.7589071

ms

137.92%

100th percentile latency

country agg uncached

307.146479

726.6411883

ms

136.58%

50th percentile service time

country agg uncached

262.609831

273.88985

ms

4.30%

90th percentile service time

country agg uncached

273.9134747

418.2803837

ms

52.71%

99th percentile service time

country agg uncached

297.4308098

422.4098734

ms

42.02%

100th percentile service time

country agg uncached

306.318614

424.370216

ms

38.54%

error rate

country agg uncached

0

0

%

0.00%

-

Min Throughput

country agg cached

97.24005071

96.27897944

ops/s

-0.99%

Mean Throughput

country agg cached

97.96762459

97.25775644

ops/s

-0.72%

Median Throughput

country agg cached

98.03282954

97.34978881

ops/s

-0.70%

Max Throughput

country agg cached

98.48277146

97.94784689

ops/s

-0.54%

50th percentile latency

country agg cached

2.287373

2.559012

ms

11.88%

90th percentile latency

country agg cached

3.5575002

3.099232

ms

-12.88%

99th percentile latency

country agg cached

3.89998687

3.97147543

ms

1.83%

99.9th percentile latency

country agg cached

17.53930269

7.762840359

ms

-55.74%

100th percentile latency

country agg cached

23.544975

14.359596

ms

-39.01%

50th percentile service time

country agg cached

1.534827

1.8663005

ms

21.60%

90th percentile service time

country agg cached

1.8340752

2.140416

ms

16.70%

99th percentile service time

country agg cached

2.41103197

2.8933967

ms

20.01%

99.9th percentile service time

country agg cached

6.711316592

6.048425236

ms

-9.88%

100th percentile service time

country agg cached

23.092511

13.774927

ms

-40.35%

error rate

country agg cached

0

0

%

0.00%

-

Min Throughput

scroll

20.02808417

20.02498352

pages/s

-0.02%

Mean Throughput

scroll

20.03411239

20.03036823

pages/s

-0.02%

Median Throughput

scroll

20.03364959

20.0299498

pages/s

-0.02%

Max Throughput

scroll

20.04193009

20.03734455

pages/s

-0.02%

50th percentile latency

scroll

603.447127

639.6468265

ms

6.00%

90th percentile latency

scroll

617.0215679

654.5095362

ms

6.08%

99th percentile latency

scroll

619.7463325

670.696813

ms

8.22%

100th percentile latency

scroll

629.479367

671.465154

ms

6.67%

50th percentile service time

scroll

601.663531

638.284497

ms

6.09%

90th percentile service time

scroll

615.661961

652.530904

ms

5.99%

99th percentile service time

scroll

618.0655219

669.0135373

ms

8.24%

100th percentile service time

scroll

627.276275

669.801015

ms

6.78%

error rate

scroll

0

0

%

0.00%

-

Min Throughput

expression

1.499333211

1.494299033

ops/s

-0.34%

Mean Throughput

expression

1.499473114

1.497483858

ops/s

-0.13%

Median Throughput

expression

1.499480784

1.497755076

ops/s

-0.12%

Max Throughput

expression

1.499567285

1.498352774

ops/s

-0.08%

50th percentile latency

expression

480.2441172

586.4985087

ms

22.13%

90th percentile latency

expression

497.2174017

831.2003144

ms

67.17%

99th percentile latency

expression

535.2084129

995.5854492

ms

86.02%

100th percentile latency

expression

677.822256

1158.311173

ms

70.89%

50th percentile service time

expression

478.770495

503.3436115

ms

5.13%

90th percentile service time

expression

496.2114758

829.3288204

ms

67.13%

99th percentile service time

expression

534.7022146

835.8098927

ms

56.31%

100th percentile service time

expression

677.301477

840.604033

ms

24.11%

error rate

expression

0

0

%

0.00%

-

Min Throughput

painless static

1.397138405

1.326033283

ops/s

-5.09%

Mean Throughput

painless static

1.397656861

1.329954855

ops/s

-4.84%

Median Throughput

painless static

1.397691062

1.329934223

ops/s

-4.85%

Max Throughput

painless static

1.398068218

1.335178224

ops/s

-4.50%

50th percentile latency

painless static

610.9062683

8863.935909

ms

1350.95%

90th percentile latency

painless static

650.1359216

11195.36125

ms

1622.00%

99th percentile latency

painless static

731.0193557

11497.71595

ms

1472.83%

100th percentile latency

painless static

770.706376

11565.94085

ms

1400.69%

50th percentile service time

painless static

610.064558

677.0842975

ms

10.99%

90th percentile service time

painless static

648.1154007

1007.666786

ms

55.48%

99th percentile service time

painless static

730.3446444

1017.513946

ms

39.32%

100th percentile service time

painless static

769.865187

1019.517403

ms

32.43%

error rate

painless static

0

0

%

0.00%

-

Min Throughput

painless dynamic

1.400210089

1.337580167

ops/s

-4.47%

Mean Throughput

painless dynamic

1.400256993

1.343740089

ops/s

-4.04%

Median Throughput

painless dynamic

1.400254551

1.344162811

ops/s

-4.01%

Max Throughput

painless dynamic

1.400319384

1.351871561

ops/s

-3.46%

50th percentile latency

painless dynamic

608.7266656

7716.196398

ms

1167.60%

90th percentile latency

painless dynamic

649.741284

9965.176115

ms

1433.71%

99th percentile latency

painless dynamic

695.297699

10441.30077

ms

1401.70%

100th percentile latency

painless dynamic

702.6010557

10492.49776

ms

1393.38%

50th percentile service time

painless dynamic

608.168646

661.3450085

ms

8.74%

90th percentile service time

painless dynamic

649.3395168

1037.11373

ms

59.72%

99th percentile service time

painless dynamic

694.4553194

1043.824076

ms

50.31%

100th percentile service time

painless dynamic

701.651471

1047.609679

ms

49.31%

error rate

painless dynamic

0

0

%

0.00%

-

Min Throughput

decay geo gauss function score

1.001376827

1.001081492

ops/s

-0.03%

Mean Throughput

decay geo gauss function score

1.001672279

1.001312577

ops/s

-0.04%

Median Throughput

decay geo gauss function score

1.001650171

1.001293414

ops/s

-0.04%

Max Throughput

decay geo gauss function score

1.00205552

1.001615142

ops/s

-0.04%

50th percentile latency

decay geo gauss function score

560.088342

648.7117115

ms

15.82%

90th percentile latency

decay geo gauss function score

616.0460991

857.9753672

ms

39.27%

99th percentile latency

decay geo gauss function score

644.1886292

865.5611185

ms

34.36%

100th percentile latency

decay geo gauss function score

652.325957

900.389862

ms

38.03%

50th percentile service time

decay geo gauss function score

558.7963545

647.560793

ms

15.88%

90th percentile service time

decay geo gauss function score

614.6721628

856.8999058

ms

39.41%

99th percentile service time

decay geo gauss function score

643.0519483

864.8526062

ms

34.49%

100th percentile service time

decay geo gauss function score

650.822589

899.440748

ms

38.20%

error rate

decay geo gauss function score

0

0

%

0.00%

-

Min Throughput

decay geo gauss script score

1.001165607

1.000714034

ops/s

-0.05%

Mean Throughput

decay geo gauss script score

1.001419069

1.000867457

ops/s

-0.06%

Median Throughput

decay geo gauss script score

1.001397465

1.000855395

ops/s

-0.05%

Max Throughput

decay geo gauss script score

1.001744815

1.001065149

ops/s

-0.07%

50th percentile latency

decay geo gauss script score

575.7141395

675.758539

ms

17.38%

90th percentile latency

decay geo gauss script score

602.9596383

858.931136

ms

42.45%

99th percentile latency

decay geo gauss script score

629.8745439

867.4161096

ms

37.71%

100th percentile latency

decay geo gauss script score

643.6193

867.761781

ms

34.83%

50th percentile service time

decay geo gauss script score

574.4113465

673.8386065

ms

17.31%

90th percentile service time

decay geo gauss script score

602.2627149

858.016602

ms

42.47%

99th percentile service time

decay geo gauss script score

628.5261477

865.9970566

ms

37.78%

100th percentile service time

decay geo gauss script score

641.251277

866.188874

ms

35.08%

error rate

decay geo gauss script score

0

0

%

0.00%

-

Min Throughput

field value function score

1.503221553

1.502321375

ops/s

-0.06%

Mean Throughput

field value function score

1.503918616

1.502809941

ops/s

-0.07%

Median Throughput

field value function score

1.503873913

1.502775981

ops/s

-0.07%

Max Throughput

field value function score

1.504816394

1.503442858

ops/s

-0.09%

50th percentile latency

field value function score

231.9660997

244.9455093

ms

5.60%

90th percentile latency

field value function score

268.3461

344.9160794

ms

28.53%

99th percentile latency

field value function score

332.7537051

352.3976558

ms

5.90%

100th percentile latency

field value function score

334.6899947

353.1227423

ms

5.51%

50th percentile service time

field value function score

230.873698

243.921959

ms

5.65%

90th percentile service time

field value function score

267.3177433

343.9232272

ms

28.66%

99th percentile service time

field value function score

332.0268862

351.6989504

ms

5.92%

100th percentile service time

field value function score

333.704068

352.371798

ms

5.59%

error rate

field value function score

0

0

%

0.00%

-

Min Throughput

field value script score

1.501842226

1.500085381

ops/s

-0.12%

Mean Throughput

field value script score

1.502224632

1.500109982

ops/s

-0.14%

Median Throughput

field value script score

1.502197557

1.500109249

ops/s

-0.14%

Max Throughput

field value script score

1.502723772

1.50013995

ops/s

-0.17%

50th percentile latency

field value script score

296.2731988

336.5076945

ms

13.58%

90th percentile latency

field value script score

327.0895204

524.7963489

ms

60.44%

99th percentile latency

field value script score

343.7511398

525.6725322

ms

52.92%

100th percentile latency

field value script score

344.7365977

534.8445397

ms

55.15%

50th percentile service time

field value script score

295.348526

335.238029

ms

13.51%

90th percentile service time

field value script score

326.0409393

523.1493661

ms

60.46%

99th percentile service time

field value script score

342.2622174

524.6841988

ms

53.30%

100th percentile service time

field value script score

344.072469

533.281336

ms

54.99%

error rate

field value script score

0

0

%

0.00%

-

Min Throughput

large terms

1.045568289

0.8288257

ops/s

-20.73%

Mean Throughput

large terms

1.047610917

0.833252503

ops/s

-20.46%

Median Throughput

large terms

1.047782538

0.832885357

ops/s

-20.51%

Max Throughput

large terms

1.04881993

0.838286885

ops/s

-20.07%

50th percentile latency

large terms

11847.81514

73647.23551

ms

521.61%

90th percentile latency

large terms

13395.07356

84331.4631

ms

529.57%

99th percentile latency

large terms

13897.42978

87455.44449

ms

529.29%

100th percentile latency

large terms

13974.46989

87763.7501

ms

528.03%

50th percentile service time

large terms

940.4892195

1099.998258

ms

16.96%

90th percentile service time

large terms

968.1109128

1595.420158

ms

64.80%

99th percentile service time

large terms

1003.942651

1740.926185

ms

73.41%

100th percentile service time

large terms

1029.101366

1749.525454

ms

70.01%

error rate

large terms

0

0

%

0.00%

-

Min Throughput

large filtered terms

0.971405278

0.815089945

ops/s

-16.09%

Mean Throughput

large filtered terms

0.985651371

0.819415587

ops/s

-16.87%

Median Throughput

large filtered terms

0.980809494

0.819483335

ops/s

-16.45%

Max Throughput

large filtered terms

1.004773703

0.823475725

ops/s

-18.04%

50th percentile latency

large filtered terms

28649.02004

78609.80453

ms

174.39%

90th percentile latency

large filtered terms

35184.12464

90167.30056

ms

156.27%

99th percentile latency

large filtered terms

35433.46521

92686.26433

ms

161.58%

100th percentile latency

large filtered terms

35433.58225

92819.90616

ms

161.95%

50th percentile service time

large filtered terms

1064.852646

1068.042518

ms

0.30%

90th percentile service time

large filtered terms

1244.739902

1596.988749

ms

28.30%

99th percentile service time

large filtered terms

1457.479033

1726.520824

ms

18.46%

100th percentile service time

large filtered terms

1509.555889

1752.58728

ms

16.10%

error rate

large filtered terms

0

0

%

0.00%

-

Min Throughput

large prohibited terms

1.086726557

0.893643286

ops/s

-17.77%

Mean Throughput

large prohibited terms

1.087992257

0.899471879

ops/s

-17.33%

Median Throughput

large prohibited terms

1.087567429

0.900005372

ops/s

-17.25%

Max Throughput

large prohibited terms

1.091551547

0.906765552

ops/s

-16.93%

50th percentile latency

large prohibited terms

3536.062763

51245.524

ms

1349.23%

90th percentile latency

large prohibited terms

3934.085017

61183.39858

ms

1455.21%

99th percentile latency

large prohibited terms

3958.37464

63242.45319

ms

1497.69%

100th percentile latency

large prohibited terms

3972.155276

63721.17199

ms

1504.20%

50th percentile service time

large prohibited terms

915.4165755

1083.463084

ms

18.36%

90th percentile service time

large prohibited terms

965.9979961

1384.075042

ms

43.28%

99th percentile service time

large prohibited terms

1058.727924

1684.254296

ms

59.08%

100th percentile service time

large prohibited terms

1185.314465

1716.777468

ms

44.84%

error rate

large prohibited terms

0

0

%

0.00%

-

Min Throughput

desc sort population

1.503830618

1.503082325

ops/s

-0.05%

Mean Throughput

desc sort population

1.504666982

1.503748138

ops/s

-0.06%

Median Throughput

desc sort population

1.504605422

1.503705013

ops/s

-0.06%

Max Throughput

desc sort population

1.505741887

1.504592068

ops/s

-0.08%

50th percentile latency

desc sort population

100.5775258

108.0365312

ms

7.42%

90th percentile latency

desc sort population

121.8525034

169.4150667

ms

39.03%

99th percentile latency

desc sort population

160.1789989

173.8492432

ms

8.53%

100th percentile latency

desc sort population

167.0048407

174.7020527

ms

4.61%

50th percentile service time

desc sort population

99.1958255

106.235333

ms

7.10%

90th percentile service time

desc sort population

120.7068432

168.2545175

ms

39.39%

99th percentile service time

desc sort population

159.1333935

172.24903

ms

8.24%

100th percentile service time

desc sort population

164.928704

172.438715

ms

4.55%

error rate

desc sort population

0

0

%

0.00%

-

Min Throughput

asc sort population

1.504245984

1.504112661

ops/s

-0.01%

Mean Throughput

asc sort population

1.505171141

1.504997466

ops/s

-0.01%

Median Throughput

asc sort population

1.505105688

1.504934017

ops/s

-0.01%

Max Throughput

asc sort population

1.506356726

1.506141329

ops/s

-0.01%

50th percentile latency

asc sort population

102.9021567

112.1510978

ms

8.99%

90th percentile latency

asc sort population

131.6988394

187.0406392

ms

42.02%

99th percentile latency

asc sort population

169.0601999

190.2302664

ms

12.52%

100th percentile latency

asc sort population

170.196616

190.7573833

ms

12.08%

50th percentile service time

asc sort population

100.9629765

111.162519

ms

10.10%

90th percentile service time

asc sort population

130.2867798

185.4562897

ms

42.34%

99th percentile service time

asc sort population

167.4507045

189.4569664

ms

13.14%

100th percentile service time

asc sort population

168.799039

189.604318

ms

12.33%

error rate

asc sort population

0

0

%

0.00%

-

Min Throughput

asc sort with after population

1.503331518

1.503176165

ops/s

-0.01%

Mean Throughput

asc sort with after population

1.504046944

1.503860276

ops/s

-0.01%

Median Throughput

asc sort with after population

1.503991672

1.503809494

ops/s

-0.01%

Max Throughput

asc sort with after population

1.50497566

1.504743611

ops/s

-0.02%

50th percentile latency

asc sort with after population

159.0206797

166.9548728

ms

4.99%

90th percentile latency

asc sort with after population

184.9642301

299.3392044

ms

61.84%

99th percentile latency

asc sort with after population

228.3881552

303.1739273

ms

32.75%

100th percentile latency

asc sort with after population

231.5087503

304.0955127

ms

31.35%

50th percentile service time

asc sort with after population

157.933126

166.0939525

ms

5.17%

90th percentile service time

asc sort with after population

184.0537282

298.1599812

ms

62.00%

99th percentile service time

asc sort with after population

226.9036525

301.7070377

ms

32.97%

100th percentile service time

asc sort with after population

230.220301

302.899062

ms

31.57%

error rate

asc sort with after population

0

0

%

0.00%

-

Min Throughput

desc sort geonameid

6.014919836

6.000586606

ops/s

-0.24%

Mean Throughput

desc sort geonameid

6.017786296

6.000694961

ops/s

-0.28%

Median Throughput

desc sort geonameid

6.017483425

6.00068892

ops/s

-0.28%

Max Throughput

desc sort geonameid

6.021421238

6.000834165

ops/s

-0.34%

50th percentile latency

desc sort geonameid

7.164527668

12.15165967

ms

69.61%

90th percentile latency

desc sort geonameid

8.663038933

13.20452513

ms

52.42%

99th percentile latency

desc sort geonameid

9.619858941

13.60457654

ms

41.42%

100th percentile latency

desc sort geonameid

18.160649

13.914368

ms

-23.38%

50th percentile service time

desc sort geonameid

6.3230905

11.608218

ms

83.58%

90th percentile service time

desc sort geonameid

7.7392184

12.2822229

ms

58.70%

99th percentile service time

desc sort geonameid

9.246406561

12.48627244

ms

35.04%

100th percentile service time

desc sort geonameid

17.786103

13.132984

ms

-26.16%

error rate

desc sort geonameid

0

0

%

0.00%

-

Min Throughput

desc sort with after geonameid

6.005121788

5.621389283

ops/s

-6.39%

Mean Throughput

desc sort with after geonameid

6.006041316

5.650436048

ops/s

-5.92%

Median Throughput

desc sort with after geonameid

6.005954029

5.649843884

ops/s

-5.93%

Max Throughput

desc sort with after geonameid

6.007373393

5.687715182

ops/s

-5.32%

50th percentile latency

desc sort with after geonameid

125.900471

2714.688315

ms

2056.22%

90th percentile latency

desc sort with after geonameid

151.6838195

2848.799691

ms

1778.12%

99th percentile latency

desc sort with after geonameid

185.6726752

2957.326436

ms

1492.76%

100th percentile latency

desc sort with after geonameid

200.654894

2987.477149

ms

1388.86%

50th percentile service time

desc sort with after geonameid

124.832712

142.747437

ms

14.35%

90th percentile service time

desc sort with after geonameid

148.7073255

243.9507015

ms

64.05%

99th percentile service time

desc sort with after geonameid

185.1498525

249.7016935

ms

34.86%

100th percentile service time

desc sort with after geonameid

200.042177

249.824207

ms

24.89%

error rate

desc sort with after geonameid

0

0

%

0.00%

-

Min Throughput

asc sort geonameid

6.019230037

6.018719667

ops/s

-0.01%

Mean Throughput

asc sort geonameid

6.02300122

6.022436158

ops/s

-0.01%

Median Throughput

asc sort geonameid

6.022689857

6.022118696

ops/s

-0.01%

Max Throughput

asc sort geonameid

6.027784885

6.027055781

ops/s

-0.01%

50th percentile latency

asc sort geonameid

5.460439999

6.192946834

ms

13.41%

90th percentile latency

asc sort geonameid

6.028205567

6.8509439

ms

13.65%

99th percentile latency

asc sort geonameid

7.268913987

8.11222526

ms

11.60%

100th percentile latency

asc sort geonameid

7.970360666

8.787398

ms

10.25%

50th percentile service time

asc sort geonameid

4.5844265

5.51636

ms

20.33%

90th percentile service time

asc sort geonameid

5.088353

5.8210714

ms

14.40%

99th percentile service time

asc sort geonameid

6.915023152

7.55060392

ms

9.19%

100th percentile service time

asc sort geonameid

7.10789

7.884621999

ms

10.93%

error rate

asc sort geonameid

0

0

%

0.00%

-

Min Throughput

asc sort with after geonameid

6.006017718

5.969173361

ops/s

-0.61%

Mean Throughput

asc sort with after geonameid

6.007243807

5.98307589

ops/s

-0.40%

Median Throughput

asc sort with after geonameid

6.007183615

5.98354769

ops/s

-0.39%

Max Throughput

asc sort with after geonameid

6.008677188

5.993052086

ops/s

-0.26%

50th percentile latency

asc sort with after geonameid

112.2961292

215.8453842

ms

92.21%

90th percentile latency

asc sort with after geonameid

132.8132277

302.6159541

ms

127.85%

99th percentile latency

asc sort with after geonameid

156.5935348

392.4324552

ms

150.61%

100th percentile latency

asc sort with after geonameid

176.1571323

434.0606527

ms

146.41%

50th percentile service time

asc sort with after geonameid

111.349051

127.5878105

ms

14.58%

90th percentile service time

asc sort with after geonameid

132.1070634

214.5247591

ms

62.39%

99th percentile service time

asc sort with after geonameid

155.6596057

216.2752707

ms

38.94%

100th percentile service time

asc sort with after geonameid

175.446108

217.392848

ms

23.91%

error rate

asc sort with after geonameid

0

0

%

0.00%

-

原创声明:本文系作者授权腾讯云开发者社区发表,未经许可,不得转载。

如有侵权,请联系 cloudcommunity@tencent.com 删除。

原创声明:本文系作者授权腾讯云开发者社区发表,未经许可,不得转载。

如有侵权,请联系 cloudcommunity@tencent.com 删除。

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  • 说明
  • 环境配置
    • Esrally客户端环境
      • Elasticsearch服务端环境
      • 压测
        • esrally 相关术语及参数
          • 压测指令
          • 对比指令
            • 1. 打印压测列表
              • 2. 对比压测报告
              • 压测性能对比结果
              相关产品与服务
              Elasticsearch Service
              腾讯云 Elasticsearch Service(ES)是云端全托管海量数据检索分析服务,拥有高性能自研内核,集成X-Pack。ES 支持通过自治索引、存算分离、集群巡检等特性轻松管理集群,也支持免运维、自动弹性、按需使用的 Serverless 模式。使用 ES 您可以高效构建信息检索、日志分析、运维监控等服务,它独特的向量检索还可助您构建基于语义、图像的AI深度应用。
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