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

本文延续前两篇压测报告:

Elasticsearch 7.10.1集群压测报告(8核32G*3,AMD)

Elasticsearch 7.10.1集群压测报告(8核32G*3,Intel)

本文另有延续:

Elasticsearch 7.10.1压测对比(4核16G*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: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 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

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:8C32G_1T*3" \
  --client-options="basic_auth_user:'elastic', basic_auth_password:'your_password'"

对比指令

1. 打印压测列表

[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
------------------------------------  ----------------  --------  ----------------------------------------  -------------------  --------  ------------------------  ----------------  ---------------
d4067570-8dc4-4302-9d61-280ccd289108  20211021T155939Z  geonames  number_of_replicas=1, number_of_shards=3  append-no-conflicts  external  version=Intel_8C32G_1T*3  31df6b8
c8bc63d2-8429-401d-a84b-8009b9921d7f  20211021T141959Z  geonames  number_of_replicas=1, number_of_shards=3  append-no-conflicts  external  version=AMD_8C32G_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
[dy@VM-1-12-centos ~]$ esrally compare --baseline=c8bc63d2-8429-401d-a84b-8009b9921d7f --contender=d4067570-8dc4-4302-9d61-280ccd289108

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


Comparing baseline
  Race ID: c8bc63d2-8429-401d-a84b-8009b9921d7f
  Race timestamp: 2021-10-21 14:19:59
  Challenge: append-no-conflicts
  Car: external
  User tags: version=AMD_8C32G_1T*3

with contender
  Race ID: d4067570-8dc4-4302-9d61-280ccd289108
  Race timestamp: 2021-10-21 15:59:39
  Challenge: append-no-conflicts
  Car: external
  User tags: version=Intel_8C32G_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

15.42043333

17.89708

min

16.06%

Min cumulative indexing time across
primary shard

0

0

min

0.00%

Median cumulative indexing time across
primary shard

0.001333333

0.0014

min

5.00%

Max cumulative indexing time across
primary shard

5.605566667

6.106967

min

8.94%

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

4.104683333

4.5751

min

11.46%

Cumulative merge count of primary shards

127

122

-3.94%

Min cumulative merge time across primary
shard

0

0

min

0.00%

Median cumulative merge time across
primary shard

0.0014

0.001492

min

6.55%

Max cumulative merge time across primary
shard

1.408633333

1.520283

min

7.93%

Cumulative merge throttle time of
primary shards

0.87585

0.792833

min

-9.48%

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

0.311133333

0.3203

min

2.95%

Cumulative refresh time of primary
shards

1.082016667

1.343233

min

24.14%

Cumulative refresh count of primary
shards

1053

1024

-2.75%

Min cumulative refresh time across
primary shard

0

0

min

0.00%

Median cumulative refresh time across
primary shard

0.008516667

0.0092

min

8.02%

Max cumulative refresh time across
primary shard

0.34495

0.44665

min

29.48%

Cumulative flush time of primary shards

0.288333333

0.304667

min

5.66%

Cumulative flush count of primary shards

21

21

0.00%

Min cumulative flush time across primary
shard

0

0

min

0.00%

Median cumulative flush time across
primary shard

0.000325

0.000325

min

0.00%

Max cumulative flush time across primary
shard

0.110533333

0.131633

min

19.09%

Total Young Gen GC time

9.41

12.838

s

36.43%

Total Young Gen GC count

1119

1058

-5.45%

Total Old Gen GC time

0

0

s

0.00%

Total Old Gen GC count

0

0

0.00%

Store size

6.058573045

6.056773

GB

-0.03%

Translog size

0.015326136

0.014312

GB

-6.62%

Heap used for segments

0.888233185

0.786037

MB

-11.51%

Heap used for doc values

0.187038422

0.15276

MB

-18.33%

Heap used for terms

0.595230103

0.535995

MB

-9.95%

Heap used for norms

0.053161621

0.049255

MB

-7.35%

Heap used for points

0

0

MB

0.00%

Heap used for stored fields

0.05280304

0.048027

MB

-9.04%

Segment count

109

99

-9.17%

Min Throughput

index-append

82021.74422

66473.36

docs/s

-18.96%

Mean Throughput

index-append

82462.75703

67327.31

docs/s

-18.35%

Median Throughput

index-append

82386.2526

67308.61

docs/s

-18.30%

Max Throughput

index-append

83125.25067

68484.41

docs/s

-17.61%

50th percentile latency

index-append

301.695738

356.1304

ms

18.04%

90th percentile latency

index-append

444.8365966

1044.297

ms

134.76%

99th percentile latency

index-append

2023.371902

2036.473

ms

0.65%

100th percentile latency

index-append

2783.085167

2761.671

ms

-0.77%

50th percentile service time

index-append

301.695738

356.1304

ms

18.04%

90th percentile service time

index-append

444.8365966

1044.297

ms

134.76%

99th percentile service time

index-append

2023.371902

2036.473

ms

0.65%

100th percentile service time

index-append

2783.085167

2761.671

ms

-0.77%

error rate

index-append

0

0

%

0.00%

Min Throughput

index-stats

89.9967314

89.81217

ops/s

-0.21%

Mean Throughput

index-stats

89.99904246

89.88727

ops/s

-0.12%

Median Throughput

index-stats

89.99863388

89.89557

ops/s

-0.11%

Max Throughput

index-stats

90.00340249

89.92834

ops/s

-0.08%

50th percentile latency

index-stats

3.441083443

3.762317

ms

9.34%

90th percentile latency

index-stats

3.984517467

4.311186

ms

8.20%

99th percentile latency

index-stats

5.298997925

25.03593

ms

372.47%

99.9th percentile latency

index-stats

38.00716525

87.66076

ms

130.64%

100th percentile latency

index-stats

44.72224955

93.83369

ms

109.81%

50th percentile service time

index-stats

2.6915535

3.010511

ms

11.85%

90th percentile service time

index-stats

3.111864599

3.38244

ms

8.69%

99th percentile service time

index-stats

3.987799719

4.012927

ms

0.63%

99.9th percentile service time

index-stats

10.16881553

9.506333

ms

-6.51%

100th percentile service time

index-stats

43.6778

93.4013

ms

113.84%

error rate

index-stats

0

0

%

0.00%

Min Throughput

node-stats

89.97468707

89.90802

ops/s

-0.07%

Mean Throughput

node-stats

89.98846323

89.9648

ops/s

-0.03%

Median Throughput

node-stats

89.99231491

89.96964

ops/s

-0.03%

Max Throughput

node-stats

89.99804024

89.9866

ops/s

-0.01%

50th percentile latency

node-stats

3.866618779

4.040397

ms

4.49%

90th percentile latency

node-stats

4.644099803

4.663325

ms

0.41%

99th percentile latency

node-stats

6.031989439

5.755049

ms

-4.59%

99.9th percentile latency

node-stats

7.773754192

7.727507

ms

-0.59%

100th percentile latency

node-stats

11.13613511

13.60948

ms

22.21%

50th percentile service time

node-stats

3.094238

3.254543

ms

5.18%

90th percentile service time

node-stats

3.871352101

3.859349

ms

-0.31%

99th percentile service time

node-stats

5.185550639

5.06827

ms

-2.26%

99.9th percentile service time

node-stats

6.793614959

6.71758

ms

-1.12%

100th percentile service time

node-stats

10.460903

13.1472

ms

25.68%

error rate

node-stats

0

0

%

0.00%

Min Throughput

default

50.00960627

50.00787

ops/s

0.00%

Mean Throughput

default

50.01595946

50.01391

ops/s

0.00%

Median Throughput

default

50.0144169

50.01238

ops/s

0.00%

Max Throughput

default

50.02897807

50.02394

ops/s

-0.01%

50th percentile latency

default

3.791258499

4.357371

ms

14.93%

90th percentile latency

default

4.401348202

4.881838

ms

10.92%

99th percentile latency

default

5.309187091

5.544531

ms

4.43%

99.9th percentile latency

default

9.950440274

7.180937

ms

-27.83%

100th percentile latency

default

16.040617

9.560666

ms

-40.40%

50th percentile service time

default

3.115127998

3.653902

ms

17.30%

90th percentile service time

default

3.559318198

4.034333

ms

13.35%

99th percentile service time

default

4.455516639

4.54517

ms

2.01%

99.9th percentile service time

default

9.090977102

6.371583

ms

-29.91%

100th percentile service time

default

15.386774

8.478225

ms

-44.90%

error rate

default

0

0

%

0.00%

Min Throughput

term

99.87226769

99.95958

ops/s

0.09%

Mean Throughput

term

99.92189729

99.97378

ops/s

0.05%

Median Throughput

term

99.92580579

99.97571

ops/s

0.05%

Max Throughput

term

99.95168796

99.98309

ops/s

0.03%

50th percentile latency

term

2.959510002

3.438378

ms

16.18%

90th percentile latency

term

3.478777002

3.975763

ms

14.29%

99th percentile latency

term

5.968629692

4.539675

ms

-23.94%

99.9th percentile latency

term

42.98653415

12.87834

ms

-70.04%

100th percentile latency

term

45.27839

19.79348

ms

-56.28%

50th percentile service time

term

2.210382501

2.76449

ms

25.07%

90th percentile service time

term

2.645509299

3.007717

ms

13.69%

99th percentile service time

term

3.263342812

3.53801

ms

8.42%

99.9th percentile service time

term

22.36627116

3.926158

ms

-82.45%

100th percentile service time

term

31.871917

19.47165

ms

-38.91%

error rate

term

0

0

%

0.00%

Min Throughput

phrase

109.787216

109.7103

ops/s

-0.07%

Mean Throughput

phrase

109.8688705

109.8278

ops/s

-0.04%

Median Throughput

phrase

109.8767482

109.8473

ops/s

-0.03%

Max Throughput

phrase

109.9146044

109.8941

ops/s

-0.02%

50th percentile latency

phrase

3.465827182

3.651525

ms

5.36%

90th percentile latency

phrase

4.029201999

4.115187

ms

2.13%

99th percentile latency

phrase

4.791637989

4.687366

ms

-2.18%

99.9th percentile latency

phrase

22.61044287

15.81304

ms

-30.06%

100th percentile latency

phrase

26.78367655

21.50583

ms

-19.71%

50th percentile service time

phrase

2.746376998

2.945234

ms

7.24%

90th percentile service time

phrase

3.180386401

3.158314

ms

-0.69%

99th percentile service time

phrase

3.841835721

3.528944

ms

-8.14%

99.9th percentile service time

phrase

6.367192554

5.465716

ms

-14.16%

100th percentile service time

phrase

26.455638

20.45337

ms

-22.69%

error rate

phrase

0

0

%

0.00%

Min Throughput

country agg uncached

2.994635233

2.992194

ops/s

-0.08%

Mean Throughput

country agg uncached

2.995639674

2.993943

ops/s

-0.06%

Median Throughput

country agg uncached

2.995688077

2.994019

ops/s

-0.06%

Max Throughput

country agg uncached

2.996421058

2.995068

ops/s

-0.05%

50th percentile latency

country agg uncached

269.1492908

278.4193

ms

3.44%

90th percentile latency

country agg uncached

273.0572789

338.0706

ms

23.81%

99th percentile latency

country agg uncached

278.8173282

355.738

ms

27.59%

100th percentile latency

country agg uncached

286.7436463

368.4426

ms

28.49%

50th percentile service time

country agg uncached

268.065374

276.9003

ms

3.30%

90th percentile service time

country agg uncached

272.1922702

337.805

ms

24.11%

99th percentile service time

country agg uncached

278.2730288

355.3527

ms

27.70%

100th percentile service time

country agg uncached

285.920954

366.9322

ms

28.33%

error rate

country agg uncached

0

0

%

0.00%

Min Throughput

country agg cached

97.53870847

97.54486

ops/s

0.01%

Mean Throughput

country agg cached

98.19003125

98.19282

ops/s

0.00%

Median Throughput

country agg cached

98.24957187

98.25585

ops/s

0.01%

Max Throughput

country agg cached

98.6480173

98.64958

ops/s

0.00%

50th percentile latency

country agg cached

2.441493501

2.502596

ms

2.50%

90th percentile latency

country agg cached

3.571614999

2.909202

ms

-18.55%

99th percentile latency

country agg cached

4.067578791

3.903797

ms

-4.03%

99.9th percentile latency

country agg cached

4.757326438

8.047072

ms

69.15%

100th percentile latency

country agg cached

8.729784

8.110129

ms

-7.10%

50th percentile service time

country agg cached

1.627851001

1.752804

ms

7.68%

90th percentile service time

country agg cached

1.947654502

1.932574

ms

-0.77%

99th percentile service time

country agg cached

2.403753928

2.152786

ms

-10.44%

99.9th percentile service time

country agg cached

3.822819996

7.436497

ms

94.53%

100th percentile service time

country agg cached

8.153479001

7.849558

ms

-3.73%

error rate

country agg cached

0

0

%

0.00%

Min Throughput

scroll

20.03016039

20.02584

pages/s

-0.02%

Mean Throughput

scroll

20.03662952

20.0314

pages/s

-0.03%

Median Throughput

scroll

20.03613456

20.03098

pages/s

-0.03%

Max Throughput

scroll

20.04508155

20.03861

pages/s

-0.03%

50th percentile latency

scroll

608.429983

640.1161

ms

5.21%

90th percentile latency

scroll

618.3406539

651.903

ms

5.43%

99th percentile latency

scroll

630.3750427

666.913

ms

5.80%

100th percentile latency

scroll

643.217888

668.9398

ms

4.00%

50th percentile service time

scroll

606.853113

638.1653

ms

5.16%

90th percentile service time

scroll

616.4446027

650.9767

ms

5.60%

99th percentile service time

scroll

629.1856936

665.8379

ms

5.83%

100th percentile service time

scroll

641.772716

667.5554

ms

4.02%

error rate

scroll

0

0

%

0.00%

Min Throughput

expression

1.500330413

1.499332

ops/s

-0.07%

Mean Throughput

expression

1.500396957

1.500076

ops/s

-0.02%

Median Throughput

expression

1.500395125

1.500091

ops/s

-0.02%

Max Throughput

expression

1.500487124

1.500117

ops/s

-0.02%

50th percentile latency

expression

468.4566265

502.9787

ms

7.37%

90th percentile latency

expression

471.8267414

568.0348

ms

20.39%

99th percentile latency

expression

490.7830575

712.1116

ms

45.10%

100th percentile latency

expression

494.8954007

749.7135

ms

51.49%

50th percentile service time

expression

467.493572

501.5392

ms

7.28%

90th percentile service time

expression

470.9279876

564.8901

ms

19.95%

99th percentile service time

expression

490.0779456

711.2925

ms

45.14%

100th percentile service time

expression

494.533603

748.8776

ms

51.43%

error rate

expression

0

0

%

0.00%

Min Throughput

painless static

1.397883236

1.396882

ops/s

-0.07%

Mean Throughput

painless static

1.398269413

1.397455

ops/s

-0.06%

Median Throughput

painless static

1.39829437

1.397494

ops/s

-0.06%

Max Throughput

painless static

1.398569189

1.397905

ops/s

-0.05%

50th percentile latency

painless static

621.1584964

654.6688

ms

5.39%

90th percentile latency

painless static

629.0281401

666.219

ms

5.91%

99th percentile latency

painless static

641.496446

671.554

ms

4.69%

100th percentile latency

painless static

649.3150601

675.3028

ms

4.00%

50th percentile service time

painless static

620.261398

653.5771

ms

5.37%

90th percentile service time

painless static

628.3941324

665.3855

ms

5.89%

99th percentile service time

painless static

641.0634611

671.1865

ms

4.70%

100th percentile service time

painless static

648.629945

674.5452

ms

4.00%

error rate

painless static

0

0

%

0.00%

Min Throughput

painless dynamic

1.398687694

1.39922

ops/s

0.04%

Mean Throughput

painless dynamic

1.398929919

1.399727

ops/s

0.06%

Median Throughput

painless dynamic

1.398946531

1.399743

ops/s

0.06%

Max Throughput

painless dynamic

1.399120044

1.39979

ops/s

0.05%

50th percentile latency

painless dynamic

606.0788898

663.2265

ms

9.43%

90th percentile latency

painless dynamic

612.4579489

700.8868

ms

14.44%

99th percentile latency

painless dynamic

621.3851055

741.1494

ms

19.27%

100th percentile latency

painless dynamic

636.4420481

749.1557

ms

17.71%

50th percentile service time

painless dynamic

604.9652305

661.5018

ms

9.35%

90th percentile service time

painless dynamic

611.4854488

698.0511

ms

14.16%

99th percentile service time

painless dynamic

620.6092117

740.1696

ms

19.26%

100th percentile service time

painless dynamic

635.157132

748.5696

ms

17.86%

error rate

painless dynamic

0

0

%

0.00%

Min Throughput

decay geo gauss function score

1.001378687

1.000837

ops/s

-0.05%

Mean Throughput

decay geo gauss function score

1.001673909

1.001017

ops/s

-0.07%

Median Throughput

decay geo gauss function score

1.001651342

1.001003

ops/s

-0.06%

Max Throughput

decay geo gauss function score

1.002059445

1.001252

ops/s

-0.08%

50th percentile latency

decay geo gauss function score

553.952997

637.4229

ms

15.07%

90th percentile latency

decay geo gauss function score

563.9067751

677.0838

ms

20.07%

99th percentile latency

decay geo gauss function score

580.9045063

689.8385

ms

18.75%

100th percentile latency

decay geo gauss function score

584.3434

692.1576

ms

18.45%

50th percentile service time

decay geo gauss function score

552.8790995

636.4843

ms

15.12%

90th percentile service time

decay geo gauss function score

562.3708839

675.8741

ms

20.18%

99th percentile service time

decay geo gauss function score

579.4227887

688.6572

ms

18.85%

100th percentile service time

decay geo gauss function score

583.145355

691.3153

ms

18.55%

error rate

decay geo gauss function score

0

0

%

0.00%

Min Throughput

decay geo gauss script score

1.001125676

1.000621

ops/s

-0.05%

Mean Throughput

decay geo gauss script score

1.001365058

1.000753

ops/s

-0.06%

Median Throughput

decay geo gauss script score

1.001345731

1.000743

ops/s

-0.06%

Max Throughput

decay geo gauss script score

1.001681295

1.000927

ops/s

-0.08%

50th percentile latency

decay geo gauss script score

570.9081645

642.4143

ms

12.52%

90th percentile latency

decay geo gauss script score

581.1222293

669.8319

ms

15.27%

99th percentile latency

decay geo gauss script score

596.5302071

692.1454

ms

16.03%

100th percentile latency

decay geo gauss script score

597.903441

694.3337

ms

16.13%

50th percentile service time

decay geo gauss script score

570.0981175

641.5674

ms

12.54%

90th percentile service time

decay geo gauss script score

579.9713089

668.5113

ms

15.27%

99th percentile service time

decay geo gauss script score

594.925631

690.8543

ms

16.12%

100th percentile service time

decay geo gauss script score

597.184312

693.4702

ms

16.12%

error rate

decay geo gauss script score

0

0

%

0.00%

Min Throughput

field value function score

1.503296651

1.50299

ops/s

-0.02%

Mean Throughput

field value function score

1.50400894

1.503634

ops/s

-0.02%

Median Throughput

field value function score

1.503958048

1.503584

ops/s

-0.02%

Max Throughput

field value function score

1.504921153

1.504468

ops/s

-0.03%

50th percentile latency

field value function score

221.4061625

254.7789

ms

15.07%

90th percentile latency

field value function score

230.4169463

301.6393

ms

30.91%

99th percentile latency

field value function score

237.444919

344.6033

ms

45.13%

100th percentile latency

field value function score

247.694789

354.7548

ms

43.22%

50th percentile service time

field value function score

220.245835

252.9334

ms

14.84%

90th percentile service time

field value function score

229.2599964

299.1995

ms

30.51%

99th percentile service time

field value function score

236.6308268

342.2069

ms

44.62%

100th percentile service time

field value function score

246.137971

352.6668

ms

43.28%

error rate

field value function score

0

0

%

0.00%

Min Throughput

field value script score

1.502485423

1.502204

ops/s

-0.02%

Mean Throughput

field value script score

1.503004585

1.502668

ops/s

-0.02%

Median Throughput

field value script score

1.502967418

1.502632

ops/s

-0.02%

Max Throughput

field value script score

1.503680975

1.503268

ops/s

-0.03%

50th percentile latency

field value script score

292.8843847

324.4386

ms

10.77%

90th percentile latency

field value script score

295.2106924

383.399

ms

29.87%

99th percentile latency

field value script score

318.6949404

396.5283

ms

24.42%

100th percentile latency

field value script score

371.377833

429.4596

ms

15.64%

50th percentile service time

field value script score

291.864303

322.9525

ms

10.65%

90th percentile service time

field value script score

294.0011664

382.2079

ms

30.00%

99th percentile service time

field value script score

317.5362884

395.4737

ms

24.54%

100th percentile service time

field value script score

370.159679

428.3236

ms

15.71%

error rate

field value script score

0

0

%

0.00%

Min Throughput

large terms

1.097623696

1.004932

ops/s

-8.44%

Mean Throughput

large terms

1.098069801

1.007782

ops/s

-8.22%

Median Throughput

large terms

1.098095819

1.008076

ops/s

-8.20%

Max Throughput

large terms

1.098407503

1.01069

ops/s

-7.99%

50th percentile latency

large terms

874.2859622

21242.91

ms

2329.74%

90th percentile latency

large terms

887.6476807

24030.6

ms

2607.22%

99th percentile latency

large terms

896.4625328

24543.58

ms

2637.83%

100th percentile latency

large terms

897.5906804

24653.48

ms

2646.63%

50th percentile service time

large terms

867.6132515

1018.054

ms

17.34%

90th percentile service time

large terms

880.3736673

1033.783

ms

17.43%

99th percentile service time

large terms

889.6549177

1055.769

ms

18.67%

100th percentile service time

large terms

889.989314

1085.811

ms

22.00%

error rate

large terms

0

0

%

0.00%

Min Throughput

large filtered terms

1.09957656

1.037919

ops/s

-5.61%

Mean Throughput

large filtered terms

1.099653601

1.039079

ops/s

-5.51%

Median Throughput

large filtered terms

1.099657822

1.039274

ops/s

-5.49%

Max Throughput

large filtered terms

1.099716183

1.039887

ops/s

-5.44%

50th percentile latency

large filtered terms

872.4653898

13956.24

ms

1499.63%

90th percentile latency

large filtered terms

884.0328258

15970.47

ms

1706.55%

99th percentile latency

large filtered terms

901.3380893

16585.85

ms

1740.14%

100th percentile latency

large filtered terms

911.676195

16594.67

ms

1720.24%

50th percentile service time

large filtered terms

865.621577

999.665

ms

15.49%

90th percentile service time

large filtered terms

876.7369915

1014.505

ms

15.71%

99th percentile service time

large filtered terms

893.7938698

1030.268

ms

15.27%

100th percentile service time

large filtered terms

903.582175

1052.645

ms

16.50%

error rate

large filtered terms

0

0

%

0.00%

Min Throughput

large prohibited terms

1.100102226

0.955024

ops/s

-13.19%

Mean Throughput

large prohibited terms

1.100151247

0.957352

ops/s

-12.98%

Median Throughput

large prohibited terms

1.100149659

0.957049

ops/s

-13.01%

Max Throughput

large prohibited terms

1.100188925

0.962053

ops/s

-12.56%

50th percentile latency

large prohibited terms

873.3173536

34937.31

ms

3900.53%

90th percentile latency

large prohibited terms

890.6256977

40304.5

ms

4425.41%

99th percentile latency

large prohibited terms

914.1387926

41289.41

ms

4416.75%

100th percentile latency

large prohibited terms

921.4004728

41383.73

ms

4391.39%

50th percentile service time

large prohibited terms

865.849542

1023.825

ms

18.25%

90th percentile service time

large prohibited terms

883.1817199

1125.185

ms

27.40%

99th percentile service time

large prohibited terms

906.8485515

1233.243

ms

35.99%

100th percentile service time

large prohibited terms

914.852154

1373.522

ms

50.14%

error rate

large prohibited terms

0

0

%

0.00%

Min Throughput

desc sort population

1.503601179

1.503403

ops/s

-0.01%

Mean Throughput

desc sort population

1.50438148

1.504141

ops/s

-0.02%

Median Throughput

desc sort population

1.504328264

1.504082

ops/s

-0.02%

Max Throughput

desc sort population

1.505379427

1.505089

ops/s

-0.02%

50th percentile latency

desc sort population

103.3679945

113.6326

ms

9.93%

90th percentile latency

desc sort population

121.5195213

188.2103

ms

54.88%

99th percentile latency

desc sort population

147.3778032

205.8384

ms

39.67%

100th percentile latency

desc sort population

162.057875

206.6337

ms

27.51%

50th percentile service time

desc sort population

102.0622915

112.2215

ms

9.95%

90th percentile service time

desc sort population

120.1791787

186.6854

ms

55.34%

99th percentile service time

desc sort population

146.4293378

204.1119

ms

39.39%

100th percentile service time

desc sort population

161.312086

205.1423

ms

27.17%

error rate

desc sort population

0

0

%

0.00%

Min Throughput

asc sort population

1.503605666

1.504146

ops/s

0.04%

Mean Throughput

asc sort population

1.504385355

1.50505

ops/s

0.04%

Median Throughput

asc sort population

1.504334333

1.504978

ops/s

0.04%

Max Throughput

asc sort population

1.505390155

1.506212

ops/s

0.05%

50th percentile latency

asc sort population

106.4428507

110.3872

ms

3.71%

90th percentile latency

asc sort population

118.098918

187.6956

ms

58.93%

99th percentile latency

asc sort population

124.9702431

193.1705

ms

54.57%

100th percentile latency

asc sort population

126.8899607

195.7228

ms

54.25%

50th percentile service time

asc sort population

105.036876

109.1763

ms

3.94%

90th percentile service time

asc sort population

116.5656603

186.0483

ms

59.61%

99th percentile service time

asc sort population

123.970388

192.0302

ms

54.90%

100th percentile service time

asc sort population

125.546471

194.8547

ms

55.21%

error rate

asc sort population

0

0

%

0.00%

Min Throughput

asc sort with after population

1.503598757

1.503405

ops/s

-0.01%

Mean Throughput

asc sort with after population

1.504378996

1.504144

ops/s

-0.02%

Median Throughput

asc sort with after population

1.504323262

1.504091

ops/s

-0.02%

Max Throughput

asc sort with after population

1.505384432

1.50509

ops/s

-0.02%

50th percentile latency

asc sort with after population

162.769519

159.4988

ms

-2.01%

90th percentile latency

asc sort with after population

178.1462409

229.4634

ms

28.81%

99th percentile latency

asc sort with after population

182.5507784

250.3319

ms

37.13%

100th percentile latency

asc sort with after population

184.0613573

286.1871

ms

55.48%

50th percentile service time

asc sort with after population

161.5666525

158.4014

ms

-1.96%

90th percentile service time

asc sort with after population

176.8755378

228.0383

ms

28.93%

99th percentile service time

asc sort with after population

181.7538015

249.0411

ms

37.02%

100th percentile service time

asc sort with after population

182.319437

284.5601

ms

56.08%

error rate

asc sort with after population

0

0

%

0.00%

Min Throughput

desc sort geonameid

6.0069534

6.006078

ops/s

-0.01%

Mean Throughput

desc sort geonameid

6.008310988

6.007289

ops/s

-0.02%

Median Throughput

desc sort geonameid

6.008178457

6.007173

ops/s

-0.02%

Max Throughput

desc sort geonameid

6.009961301

6.008761

ops/s

-0.02%

50th percentile latency

desc sort geonameid

7.213735835

9.482057

ms

31.44%

90th percentile latency

desc sort geonameid

7.752741437

10.42809

ms

34.51%

99th percentile latency

desc sort geonameid

8.151320369

10.94109

ms

34.22%

100th percentile latency

desc sort geonameid

8.151884671

11.59849

ms

42.28%

50th percentile service time

desc sort geonameid

6.315623499

8.918749

ms

41.22%

90th percentile service time

desc sort geonameid

7.020852001

9.418478

ms

34.15%

99th percentile service time

desc sort geonameid

7.37524512

10.25718

ms

39.08%

100th percentile service time

desc sort geonameid

7.413569998

10.37111

ms

39.89%

error rate

desc sort geonameid

0

0

%

0.00%

Min Throughput

desc sort with after geonameid

6.003177611

5.99638

ops/s

-0.11%

Mean Throughput

desc sort with after geonameid

6.00396136

6.002417

ops/s

-0.03%

Median Throughput

desc sort with after geonameid

6.00388339

6.003709

ops/s

0.00%

Max Throughput

desc sort with after geonameid

6.004761084

6.004648

ops/s

0.00%

50th percentile latency

desc sort with after geonameid

131.939619

133.6885

ms

1.33%

90th percentile latency

desc sort with after geonameid

140.3349329

196.8562

ms

40.28%

99th percentile latency

desc sort with after geonameid

161.9925833

223.5809

ms

38.02%

100th percentile latency

desc sort with after geonameid

162.6142667

235.0994

ms

44.57%

50th percentile service time

desc sort with after geonameid

131.317313

132.1153

ms

0.61%

90th percentile service time

desc sort with after geonameid

139.3236399

182.3075

ms

30.85%

99th percentile service time

desc sort with after geonameid

161.0827598

221.3312

ms

37.40%

100th percentile service time

desc sort with after geonameid

161.609713

223.0432

ms

38.01%

error rate

desc sort with after geonameid

0

0

%

0.00%

Min Throughput

asc sort geonameid

6.018774005

6.018513

ops/s

0.00%

Mean Throughput

asc sort geonameid

6.022429403

6.022177

ops/s

0.00%

Median Throughput

asc sort geonameid

6.022154576

6.021871

ops/s

0.00%

Max Throughput

asc sort geonameid

6.02708058

6.026625

ops/s

-0.01%

50th percentile latency

asc sort geonameid

6.807151833

6.927938

ms

1.77%

90th percentile latency

asc sort geonameid

7.846566468

7.68625

ms

-2.04%

99th percentile latency

asc sort geonameid

8.269331409

8.046332

ms

-2.70%

100th percentile latency

asc sort geonameid

8.343753998

8.130618

ms

-2.55%

50th percentile service time

asc sort geonameid

6.184293001

6.308078

ms

2.00%

90th percentile service time

asc sort geonameid

6.783063298

6.674597

ms

-1.60%

99th percentile service time

asc sort geonameid

7.150762739

6.925733

ms

-3.15%

100th percentile service time

asc sort geonameid

7.174001999

7.038535

ms

-1.89%

error rate

asc sort geonameid

0

0

%

0.00%

Min Throughput

asc sort with after geonameid

6.003464924

5.995859

ops/s

-0.13%

Mean Throughput

asc sort with after geonameid

6.004114865

6.003737

ops/s

-0.01%

Median Throughput

asc sort with after geonameid

6.0040772

6.005255

ops/s

0.02%

Max Throughput

asc sort with after geonameid

6.004979154

6.006858

ops/s

0.03%

50th percentile latency

asc sort with after geonameid

120.3172938

125.2784

ms

4.12%

90th percentile latency

asc sort with after geonameid

131.1391799

203.1638

ms

54.92%

99th percentile latency

asc sort with after geonameid

136.7688437

233.5883

ms

70.79%

100th percentile latency

asc sort with after geonameid

146.229647

233.875

ms

59.94%

50th percentile service time

asc sort with after geonameid

119.5264715

122.8607

ms

2.79%

90th percentile service time

asc sort with after geonameid

130.6161793

192.424

ms

47.32%

99th percentile service time

asc sort with after geonameid

135.6317479

218.462

ms

61.07%

100th percentile service time

asc sort with after geonameid

145.28255

225.7119

ms

55.36%

error rate

asc sort with after geonameid

0

0

%

0.00%

正文完