16核64 GiB数据节点实例性能测试

项目

说明

实例配置

• 版本：8.9.1版本

• CPU类型：Intel

• 数据节点规格：16核64 GiB

• 数据节点存储类型：ESSD云盘

• 数据节点存储性能级别：PL1

• 数据单节点存储空间：200 GiB

• 数据节点数量：3个

ESRally配置

使用ESRally的默认配置tracks。

数据集

使用ESRally的预置数据集http_logs模拟测试场景，数据集中的文档总数为258610096。

获取数据集，请参见通过Elasticsearch Rally Hub获取。

分片数

• 主分片：6

• 副本分片：0

bulk_size

每次批量操作提交2000个文档。

bulk_indexing_clients

同时执行批量索引操作的客户端数量为10个。

索引速率

索引延迟

节点平均CPU使用率

节点1分钟负载

每秒完成的写请求数量

每秒写入流量

Metric

Task

Value

Unit

Cumulative indexing time of primary shards

-

102.369

min

Min cumulative indexing time across primary shards

-

0

min

Median cumulative indexing time across primary shards

-

0.711267

min

Max cumulative indexing time across primary shards

-

12.8126

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

-

38.8394

min

Cumulative merge count of primary shards

-

619

-

Min cumulative merge time across primary shards

-

0

min

Median cumulative merge time across primary shards

-

0.090917

min

Max cumulative merge time across primary shards

-

6.20867

min

Cumulative merge throttle time of primary shards

-

11.9978

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

-

2.13922

min

Cumulative refresh time of primary shards

-

3.99647

min

Cumulative refresh count of primary shards

-

5746

-

Min cumulative refresh time across primary shards

-

0

min

Median cumulative refresh time across primary shards

-

0.0376

min

Max cumulative refresh time across primary shards

-

0.38725

min

Cumulative flush time of primary shards

-

1.94607

min

Cumulative flush count of primary shards

-

707

-

Min cumulative flush time across primary shards

-

3.33E-05

min

Median cumulative flush time across primary shards

-

0.001108

min

Max cumulative flush time across primary shards

-

0.3201

min

Total Young Gen GC time

-

3.228

s

Total Young Gen GC count

-

204

-

Total Old Gen GC time

-

0

s

Total Old Gen GC count

-

0

-

Store size

-

18.8052

GB

Translog size

-

0.000405

GB

Heap used for segments

-

0

MB

Heap used for doc values

-

0

MB

Heap used for terms

-

0

MB

Heap used for norms

-

0

MB

Heap used for points

-

0

MB

Heap used for stored fields

-

0

MB

Segment count

-

51

-

Total Ingest Pipeline count

-

0

-

Total Ingest Pipeline time

-

0

s

Total Ingest Pipeline failed

-

0

-

Min Throughput

index-append

503466

docs/s

Mean Throughput

index-append

519250

docs/s

Median Throughput

index-append

516300

docs/s

Max Throughput

index-append

538377

docs/s

50th percentile latency

index-append

27.3378

ms

90th percentile latency

index-append

32.5944

ms

99th percentile latency

index-append

436.678

ms

99.9th percentile latency

index-append

878.5

ms

99.99th percentile latency

index-append

1043.51

ms

100th percentile latency

index-append

1428.1

ms

50th percentile service time

index-append

27.3378

ms

90th percentile service time

index-append

32.5944

ms

99th percentile service time

index-append

436.678

ms

99.9th percentile service time

index-append

878.5

ms

99.99th percentile service time

index-append

1043.51

ms

100th percentile service time

index-append

1428.1

ms

error rate

index-append

0

%

Min Throughput

default

20.02

ops/s

Mean Throughput

default

20.02

ops/s

Median Throughput

default

20.02

ops/s

Max Throughput

default

20.02

ops/s

50th percentile latency

default

5.51149

ms

90th percentile latency

default

6.03594

ms

99th percentile latency

default

13.0785

ms

100th percentile latency

default

13.5715

ms

50th percentile service time

default

4.25907

ms

90th percentile service time

default

4.64726

ms

99th percentile service time

default

11.6836

ms

100th percentile service time

default

12.1387

ms

error rate

default

0

%

Min Throughput

term

49.93

ops/s

Mean Throughput

term

49.93

ops/s

Median Throughput

term

49.93

ops/s

Max Throughput

term

49.93

ops/s

50th percentile latency

term

6.07161

ms

90th percentile latency

term

6.44158

ms

99th percentile latency

term

6.63601

ms

100th percentile latency

term

8.0271

ms

50th percentile service time

term

4.97954

ms

90th percentile service time

term

5.33865

ms

99th percentile service time

term

5.61965

ms

100th percentile service time

term

6.57516

ms

error rate

term

0

%

Min Throughput

terms_enum

50

ops/s

Mean Throughput

terms_enum

50

ops/s

Median Throughput

terms_enum

50

ops/s

Max Throughput

terms_enum

50

ops/s

50th percentile latency

terms_enum

6.07484

ms

90th percentile latency

terms_enum

6.89182

ms

99th percentile latency

terms_enum

9.76042

ms

100th percentile latency

terms_enum

11.2901

ms

50th percentile service time

terms_enum

4.92479

ms

90th percentile service time

terms_enum

5.81058

ms

99th percentile service time

terms_enum

8.03531

ms

100th percentile service time

terms_enum

9.9108

ms

error rate

terms_enum

0

%

Min Throughput

range

25.01

ops/s

Mean Throughput

range

25.02

ops/s

Median Throughput

range

25.02

ops/s

Max Throughput

range

25.02

ops/s

50th percentile latency

range

7.97494

ms

90th percentile latency

range

8.62053

ms

99th percentile latency

range

8.97499

ms

100th percentile latency

range

8.99078

ms

50th percentile service time

range

6.85268

ms

90th percentile service time

range

7.4089

ms

99th percentile service time

range

7.75342

ms

100th percentile service time

range

7.78395

ms

error rate

range

0

%

Min Throughput

200s-in-range

25.01

ops/s

Mean Throughput

200s-in-range

25.01

ops/s

Median Throughput

200s-in-range

25.01

ops/s

Max Throughput

200s-in-range

25.01

ops/s

50th percentile latency

200s-in-range

6.936

ms

90th percentile latency

200s-in-range

7.40248

ms

99th percentile latency

200s-in-range

8.40093

ms

100th percentile latency

200s-in-range

11.5367

ms

50th percentile service time

200s-in-range

5.75406

ms

90th percentile service time

200s-in-range

6.22505

ms

99th percentile service time

200s-in-range

7.15061

ms

100th percentile service time

200s-in-range

9.99547

ms

error rate

200s-in-range

0

%

Min Throughput

400s-in-range

50

ops/s

Mean Throughput

400s-in-range

50

ops/s

Median Throughput

400s-in-range

50

ops/s

Max Throughput

400s-in-range

50

ops/s

50th percentile latency

400s-in-range

5.12141

ms

90th percentile latency

400s-in-range

5.52136

ms

99th percentile latency

400s-in-range

5.75318

ms

100th percentile latency

400s-in-range

5.87092

ms

50th percentile service time

400s-in-range

4.03716

ms

90th percentile service time

400s-in-range

4.34921

ms

99th percentile service time

400s-in-range

4.89859

ms

100th percentile service time

400s-in-range

5.05741

ms

error rate

400s-in-range

0

%

Min Throughput

hourly_agg

0.2

ops/s

Mean Throughput

hourly_agg

0.2

ops/s

Median Throughput

hourly_agg

0.2

ops/s

Max Throughput

hourly_agg

0.2

ops/s

50th percentile latency

hourly_agg

1755.86

ms

90th percentile latency

hourly_agg

1996.02

ms

99th percentile latency

hourly_agg

2020.95

ms

100th percentile latency

hourly_agg

2040.73

ms

50th percentile service time

hourly_agg

1754.43

ms

90th percentile service time

hourly_agg

1994.31

ms

99th percentile service time

hourly_agg

2019.07

ms

100th percentile service time

hourly_agg

2037.99

ms

error rate

hourly_agg

0

%

Min Throughput

scroll

25.05

pages/s

Mean Throughput

scroll

25.08

pages/s

Median Throughput

scroll

25.07

pages/s

Max Throughput

scroll

25.14

pages/s

50th percentile latency

scroll

234.742

ms

90th percentile latency

scroll

242.755

ms

99th percentile latency

scroll

250.337

ms

100th percentile latency

scroll

337.316

ms

50th percentile service time

scroll

232.442

ms

90th percentile service time

scroll

240.834

ms

99th percentile service time

scroll

247.915

ms

100th percentile service time

scroll

335.292

ms

error rate

scroll

0

%

Min Throughput

desc_sort_timestamp

2

ops/s

Mean Throughput

desc_sort_timestamp

2

ops/s

Median Throughput

desc_sort_timestamp

2

ops/s

Max Throughput

desc_sort_timestamp

2.01

ops/s

50th percentile latency

desc_sort_timestamp

31.5901

ms

90th percentile latency

desc_sort_timestamp

33.8105

ms

99th percentile latency

desc_sort_timestamp

38.3762

ms

100th percentile latency

desc_sort_timestamp

44.696

ms

50th percentile service time

desc_sort_timestamp

29.8104

ms

90th percentile service time

desc_sort_timestamp

32.4009

ms

99th percentile service time

desc_sort_timestamp

37.0111

ms

100th percentile service time

desc_sort_timestamp

43.2011

ms

error rate

desc_sort_timestamp

0

%

Min Throughput

asc_sort_timestamp

20.05

ops/s

Mean Throughput

asc_sort_timestamp

20.06

ops/s

Median Throughput

asc_sort_timestamp

20.06

ops/s

Max Throughput

asc_sort_timestamp

20.07

ops/s

50th percentile latency

asc_sort_timestamp

8.3407

ms

90th percentile latency

asc_sort_timestamp

9.04953

ms

99th percentile latency

asc_sort_timestamp

15.3909

ms

100th percentile latency

asc_sort_timestamp

20.5605

ms

50th percentile service time

asc_sort_timestamp

7.2043

ms

90th percentile service time

asc_sort_timestamp

7.83903

ms

99th percentile service time

asc_sort_timestamp

14.0796

ms

100th percentile service time

asc_sort_timestamp

19.0772

ms

error rate

asc_sort_timestamp

0

%

Min Throughput

desc_sort_with_after_timestamp

1.01

ops/s

Mean Throughput

desc_sort_with_after_timestamp

1.02

ops/s

Median Throughput

desc_sort_with_after_timestamp

1.01

ops/s

Max Throughput

desc_sort_with_after_timestamp

1.09

ops/s

50th percentile latency

desc_sort_with_after_timestamp

41.1498

ms

90th percentile latency

desc_sort_with_after_timestamp

47.7046

ms

99th percentile latency

desc_sort_with_after_timestamp

71.4477

ms

100th percentile latency

desc_sort_with_after_timestamp

124.917

ms

50th percentile service time

desc_sort_with_after_timestamp

38.462

ms

90th percentile service time

desc_sort_with_after_timestamp

45.2714

ms

99th percentile service time

desc_sort_with_after_timestamp

68.8765

ms

100th percentile service time

desc_sort_with_after_timestamp

121.753

ms

error rate

desc_sort_with_after_timestamp

0

%

Min Throughput

asc_sort_with_after_timestamp

0.5

ops/s

Mean Throughput

asc_sort_with_after_timestamp

0.51

ops/s

Median Throughput

asc_sort_with_after_timestamp

0.51

ops/s

Max Throughput

asc_sort_with_after_timestamp

0.55

ops/s

50th percentile latency

asc_sort_with_after_timestamp

13.9578

ms

90th percentile latency

asc_sort_with_after_timestamp

14.9613

ms

99th percentile latency

asc_sort_with_after_timestamp

28.89

ms

100th percentile latency

asc_sort_with_after_timestamp

31.1749

ms

50th percentile service time

asc_sort_with_after_timestamp

11.1284

ms

90th percentile service time

asc_sort_with_after_timestamp

11.9826

ms

99th percentile service time

asc_sort_with_after_timestamp

20.231

ms

100th percentile service time

asc_sort_with_after_timestamp

29.4107

ms

error rate

asc_sort_with_after_timestamp

0

%

Min Throughput

desc_sort_timestamp_can_match_shortcut

2.01

ops/s

Mean Throughput

desc_sort_timestamp_can_match_shortcut

2.01

ops/s

Median Throughput

desc_sort_timestamp_can_match_shortcut

2.01

ops/s

Max Throughput

desc_sort_timestamp_can_match_shortcut

2.01

ops/s

50th percentile latency

desc_sort_timestamp_can_match_shortcut

36.3372

ms

90th percentile latency

desc_sort_timestamp_can_match_shortcut

41.905

ms

99th percentile latency

desc_sort_timestamp_can_match_shortcut

48.6297

ms

100th percentile latency

desc_sort_timestamp_can_match_shortcut

49.1483

ms

50th percentile service time

desc_sort_timestamp_can_match_shortcut

34.8325

ms

90th percentile service time

desc_sort_timestamp_can_match_shortcut

40.1548

ms

99th percentile service time

desc_sort_timestamp_can_match_shortcut

47.2503

ms

100th percentile service time

desc_sort_timestamp_can_match_shortcut

47.502

ms

error rate

desc_sort_timestamp_can_match_shortcut

0

%

Min Throughput

desc_sort_timestamp_no_can_match_shortcut

2.01

ops/s

Mean Throughput

desc_sort_timestamp_no_can_match_shortcut

2.01

ops/s

Median Throughput

desc_sort_timestamp_no_can_match_shortcut

2.01

ops/s

Max Throughput

desc_sort_timestamp_no_can_match_shortcut

2.01

ops/s

50th percentile latency

desc_sort_timestamp_no_can_match_shortcut

37.7254

ms

90th percentile latency

desc_sort_timestamp_no_can_match_shortcut

45.3597

ms

99th percentile latency

desc_sort_timestamp_no_can_match_shortcut

47.7873

ms

100th percentile latency

desc_sort_timestamp_no_can_match_shortcut

49.1575

ms

50th percentile service time

desc_sort_timestamp_no_can_match_shortcut

36.3303

ms

90th percentile service time

desc_sort_timestamp_no_can_match_shortcut

43.9334

ms

99th percentile service time

desc_sort_timestamp_no_can_match_shortcut

46.5774

ms

100th percentile service time

desc_sort_timestamp_no_can_match_shortcut

47.1958

ms

error rate

desc_sort_timestamp_no_can_match_shortcut

0

%

Min Throughput

sort_keyword_can_match_shortcut

2.01

ops/s

Mean Throughput

sort_keyword_can_match_shortcut

2.01

ops/s

Median Throughput

sort_keyword_can_match_shortcut

2.01

ops/s

Max Throughput

sort_keyword_can_match_shortcut

2.01

ops/s

50th percentile latency

sort_keyword_can_match_shortcut

9.36402

ms

90th percentile latency

sort_keyword_can_match_shortcut

9.96062

ms

99th percentile latency

sort_keyword_can_match_shortcut

11.2473

ms

100th percentile latency

sort_keyword_can_match_shortcut

12.2157

ms

50th percentile service time

sort_keyword_can_match_shortcut

7.87465

ms

90th percentile service time

sort_keyword_can_match_shortcut

8.33036

ms

99th percentile service time

sort_keyword_can_match_shortcut

9.16105

ms

100th percentile service time

sort_keyword_can_match_shortcut

10.4864

ms

error rate

sort_keyword_can_match_shortcut

0

%

Min Throughput

sort_keyword_no_can_match_shortcut

2.01

ops/s

Mean Throughput

sort_keyword_no_can_match_shortcut

2.01

ops/s

Median Throughput

sort_keyword_no_can_match_shortcut

2.01

ops/s

Max Throughput

sort_keyword_no_can_match_shortcut

2.01

ops/s

50th percentile latency

sort_keyword_no_can_match_shortcut

8.19808

ms

90th percentile latency

sort_keyword_no_can_match_shortcut

8.77071

ms

99th percentile latency

sort_keyword_no_can_match_shortcut

9.44634

ms

100th percentile latency

sort_keyword_no_can_match_shortcut

9.70565

ms

50th percentile service time

sort_keyword_no_can_match_shortcut

6.52511

ms

90th percentile service time

sort_keyword_no_can_match_shortcut

7.03643

ms

99th percentile service time

sort_keyword_no_can_match_shortcut

7.91567

ms

100th percentile service time

sort_keyword_no_can_match_shortcut

8.16122

ms

error rate

sort_keyword_no_can_match_shortcut

0

%

Min Throughput

sort_numeric_can_match_shortcut

1.1

ops/s

Mean Throughput

sort_numeric_can_match_shortcut

1.11

ops/s

Median Throughput

sort_numeric_can_match_shortcut

1.11

ops/s

Max Throughput

sort_numeric_can_match_shortcut

1.12

ops/s

50th percentile latency

sort_numeric_can_match_shortcut

101209

ms

90th percentile latency

sort_numeric_can_match_shortcut

118692

ms

99th percentile latency

sort_numeric_can_match_shortcut

122533

ms

100th percentile latency

sort_numeric_can_match_shortcut

123103

ms

50th percentile service time

sort_numeric_can_match_shortcut

1000.97

ms

90th percentile service time

sort_numeric_can_match_shortcut

1080.05

ms

99th percentile service time

sort_numeric_can_match_shortcut

1095.82

ms

100th percentile service time

sort_numeric_can_match_shortcut

1096.24

ms

error rate

sort_numeric_can_match_shortcut

0

%

Min Throughput

sort_numeric_no_can_match_shortcut

1.12

ops/s

Mean Throughput

sort_numeric_no_can_match_shortcut

1.12

ops/s

Median Throughput

sort_numeric_no_can_match_shortcut

1.12

ops/s

Max Throughput

sort_numeric_no_can_match_shortcut

1.13

ops/s

50th percentile latency

sort_numeric_no_can_match_shortcut

98668.4

ms

90th percentile latency

sort_numeric_no_can_match_shortcut

113322

ms

99th percentile latency

sort_numeric_no_can_match_shortcut

116559

ms

100th percentile latency

sort_numeric_no_can_match_shortcut

116846

ms

50th percentile service time

sort_numeric_no_can_match_shortcut

795.33

ms

90th percentile service time

sort_numeric_no_can_match_shortcut

1104.73

ms

99th percentile service time

sort_numeric_no_can_match_shortcut

1141.59

ms

100th percentile service time

sort_numeric_no_can_match_shortcut

1148.95

ms

error rate

sort_numeric_no_can_match_shortcut

0

%

Min Throughput

desc-sort-timestamp-after-force-merge-1-seg

1

ops/s

Mean Throughput

desc-sort-timestamp-after-force-merge-1-seg

1

ops/s

Median Throughput

desc-sort-timestamp-after-force-merge-1-seg

1

ops/s

Max Throughput

desc-sort-timestamp-after-force-merge-1-seg

1

ops/s

50th percentile latency

desc-sort-timestamp-after-force-merge-1-seg

60.6284

ms

90th percentile latency

desc-sort-timestamp-after-force-merge-1-seg

79.2922

ms

99th percentile latency

desc-sort-timestamp-after-force-merge-1-seg

88.8805

ms

100th percentile latency

desc-sort-timestamp-after-force-merge-1-seg

286.93

ms

50th percentile service time

desc-sort-timestamp-after-force-merge-1-seg

58.2357

ms

90th percentile service time

desc-sort-timestamp-after-force-merge-1-seg

76.5327

ms

99th percentile service time

desc-sort-timestamp-after-force-merge-1-seg

86.5926

ms

100th percentile service time

desc-sort-timestamp-after-force-merge-1-seg

284.471

ms

error rate

desc-sort-timestamp-after-force-merge-1-seg

0

%

Min Throughput

asc-sort-timestamp-after-force-merge-1-seg

49.13

ops/s

Mean Throughput

asc-sort-timestamp-after-force-merge-1-seg

49.2

ops/s

Median Throughput

asc-sort-timestamp-after-force-merge-1-seg

49.2

ops/s

Max Throughput

asc-sort-timestamp-after-force-merge-1-seg

49.27

ops/s

50th percentile latency

asc-sort-timestamp-after-force-merge-1-seg

7.26975

ms

90th percentile latency

asc-sort-timestamp-after-force-merge-1-seg

8.16118

ms

99th percentile latency

asc-sort-timestamp-after-force-merge-1-seg

8.66191

ms

100th percentile latency

asc-sort-timestamp-after-force-merge-1-seg

9.04285

ms

50th percentile service time

asc-sort-timestamp-after-force-merge-1-seg

5.68646

ms

90th percentile service time

asc-sort-timestamp-after-force-merge-1-seg

7.15841

ms

99th percentile service time

asc-sort-timestamp-after-force-merge-1-seg

7.51591

ms

100th percentile service time

asc-sort-timestamp-after-force-merge-1-seg

7.92766

ms

error rate

asc-sort-timestamp-after-force-merge-1-seg

0

%

Min Throughput

desc-sort-with-after-timestamp-after-force-merge-1-seg

1.01

ops/s

Mean Throughput

desc-sort-with-after-timestamp-after-force-merge-1-seg

1.01

ops/s

Median Throughput

desc-sort-with-after-timestamp-after-force-merge-1-seg

1.01

ops/s

Max Throughput

desc-sort-with-after-timestamp-after-force-merge-1-seg

1.06

ops/s

50th percentile latency

desc-sort-with-after-timestamp-after-force-merge-1-seg

393.162

ms

90th percentile latency

desc-sort-with-after-timestamp-after-force-merge-1-seg

514.315

ms

99th percentile latency

desc-sort-with-after-timestamp-after-force-merge-1-seg

520.91

ms

100th percentile latency

desc-sort-with-after-timestamp-after-force-merge-1-seg

523.011

ms

50th percentile service time

desc-sort-with-after-timestamp-after-force-merge-1-seg

391.428

ms

90th percentile service time

desc-sort-with-after-timestamp-after-force-merge-1-seg

512.855

ms

99th percentile service time

desc-sort-with-after-timestamp-after-force-merge-1-seg

519.339

ms

100th percentile service time

desc-sort-with-after-timestamp-after-force-merge-1-seg

520.944

ms

error rate

desc-sort-with-after-timestamp-after-force-merge-1-seg

0

%

Min Throughput

asc-sort-with-after-timestamp-after-force-merge-1-seg

0.5

ops/s

Mean Throughput

asc-sort-with-after-timestamp-after-force-merge-1-seg

0.51

ops/s

Median Throughput

asc-sort-with-after-timestamp-after-force-merge-1-seg

0.51

ops/s

Max Throughput

asc-sort-with-after-timestamp-after-force-merge-1-seg

0.55

ops/s

50th percentile latency

asc-sort-with-after-timestamp-after-force-merge-1-seg

79.3985

ms

90th percentile latency

asc-sort-with-after-timestamp-after-force-merge-1-seg

93.5664

ms

99th percentile latency

asc-sort-with-after-timestamp-after-force-merge-1-seg

100.714

ms

100th percentile latency

asc-sort-with-after-timestamp-after-force-merge-1-seg

104.124

ms

50th percentile service time

asc-sort-with-after-timestamp-after-force-merge-1-seg

76.4448

ms

90th percentile service time

asc-sort-with-after-timestamp-after-force-merge-1-seg

90.3036

ms

99th percentile service time

asc-sort-with-after-timestamp-after-force-merge-1-seg

97.415

ms

100th percentile service time

asc-sort-with-after-timestamp-after-force-merge-1-seg

99.6565

ms

error rate

asc-sort-with-after-timestamp-after-force-merge-1-seg

0

%