关于可用区中断
AZ数 量
12 性能说明
通过Elasticsearch官方提供的benchmark脚本rally1.0.0，对云搜索服务的集群（版 本：7.1.1） 进行性能测试，测试结果如下所示。
本次测试采用官方提供的geonames，大小3.2G，11396505个doc。索引采用6个 shard（默认为5个）。
● 节点规格为ess.spec-2u8g、节点数为3的集群性能测试结果
Metric Task Value Unit
Cumulative indexing time of primary shards
- 11.48263333 min
Min cumulative indexing time across primary shards
- 0 min
Median cumulative indexing time across primary shards
- 2.313783333 min
Max cumulative indexing time across primary shards
- 2.401766667 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
- 6.466066667 min
Cumulative merge count of primary shards
- 85
-Min cumulative merge time across primary shards
- 0 min
Median cumulative merge time across primary shards
- 1.257475 min
Max cumulative merge time across primary shards
- 1.417283333 min
Cumulative merge throttle time of primary shards
- 1.089583333 min
Min cumulative merge throttle time across primary shards
- 0 min
Median cumulative merge throttle time across primary shards
- 0.200458333 min
Max cumulative merge throttle time across primary shards
- 0.28265 min
Cumulative refresh time of primary shards
- 3.641266667 min
Cumulative refresh count of primary shards
- 530
-Min cumulative refresh time across primary shards
- 0 min
Median cumulative refresh time across primary shards
- 0.725791667 min
Max cumulative refresh time across primary shards
- 0.74775 min
Cumulative flush time of primary shards
- 0.3056 min
Cumulative flush count of primary shards
- 11
-Min cumulative flush time across primary shards
- 0 min
Median
cumulative flush time across primary shards
- 0.059858333 min
Max cumulative flush time across primary shards
- 0.09155 min
Total Young Gen
GC - 11.519 s
Total Old Gen GC - 0 s
Store size - 3.045436038 GB
Translog size - 2.791873856 GB
Heap used for
segments - 15.81298065 MB
Heap used for
doc values - 0.037128448 MB
Heap used for
terms - 14.63806534 MB
Heap used for
norms - 0.073120117 MB
Heap used for
points - 0.272666931 MB
Heap used for
stored fields - 0.791999817 MB
Segment count - 95
-Min Throughput index-append 41705.19 docs/s Median
Throughput index-append 46911.27 docs/s Max Throughput index-append 47765.4 docs/s 50th percentile
latency index-append 642.339781 ms 90th percentile
latency index-append 1114.672936 ms 99th percentile
latency index-append 1733.648438 ms 99.9th percentile
latency index-append 4770.059011 ms 100th percentile
latency index-append 7045.246771 ms 50th percentile
service time index-append 642.339781 ms 90th percentile
service time index-append 1114.672936 ms 99th percentile
service time index-append 1733.648438 ms 99.9th percentile
service time index-append 4770.059011 ms
100th percentile
service time index-append 7045.246771 ms
error rate index-append 0 %
Min Throughput index-stats 90.05 ops/s Median
Throughput index-stats 90.07 ops/s
Max Throughput index-stats 90.12 ops/s 50th percentile
latency index-stats 2.834653556 ms 90th percentile
latency index-stats 3.527868712 ms 99th percentile
latency index-stats 4.332674769 ms 99.9th percentile
latency index-stats 8.392195267 ms 100th percentile
latency index-stats 9.692270112 ms 50th percentile
service time index-stats 2.766648 ms 90th percentile
service time index-stats 3.448194001 ms 99th percentile
service time index-stats 4.26309684 ms 99.9th percentile
service time index-stats 8.322068306 ms 100th percentile
service time index-stats 9.624071001 ms
error rate index-stats 0 %
Min Throughput node-stats 90.06 ops/s Median
Throughput node-stats 90.1 ops/s
Max Throughput node-stats 90.35 ops/s 50th percentile
latency node-stats 3.205233055 ms
90th percentile
latency node-stats 3.595145422 ms
99th percentile
latency node-stats 4.469114152 ms
99.9th percentile
latency node-stats 8.306063762 ms
100th percentile
latency node-stats 8.748160444 ms
50th percentile
service time node-stats 3.1379455 ms 90th percentile
service time node-stats 3.5278055 ms 99th percentile
service time node-stats 4.397312671 ms 99.9th percentile
service time node-stats 8.236949997 ms 100th percentile
service time node-stats 8.680502 ms
error rate node-stats 0 %
Min Throughput default 50.03 ops/s
Median
Throughput default 50.05 ops/s
Max Throughput default 50.09 ops/s
50th percentile
latency default 2.354736001 ms
90th percentile
latency default 2.7983462 ms
99th percentile
latency default 4.59134772 ms
99.9th percentile
latency default 13.97301623 ms
100th percentile
latency default 16.199022 ms
50th percentile
service time default 2.286799 ms
90th percentile
service time default 2.7289099 ms
99th percentile
service time default 4.511846871 ms
99.9th percentile
service time default 13.90608139 ms 100th percentile
service time default 16.130242 ms
error rate default 0 %
Min Throughput term 150.07 ops/s
Median
Throughput term 150.1 ops/s
Max Throughput term 150.15 ops/s
50th percentile
latency term 2.316147835 ms
90th percentile
latency term 2.610932901 ms
99th percentile
latency term 5.968978318 ms
99.9th percentile
latency term 10.37105939 ms
100th percentile
latency term 12.147341 ms
50th percentile
service time term 2.249188999 ms
90th percentile
service time term 2.5313585 ms
99th percentile
service time term 5.32149807 ms
99.9th percentile
service time term 9.589421289 ms
100th percentile
service time term 11.204094 ms
error rate term 0 %
Min Throughput phrase 150.07 ops/s
Median
Throughput phrase 150.1 ops/s
Max Throughput phrase 150.16 ops/s
50th percentile
latency phrase 2.350160666 ms
90th percentile
latency phrase 2.689091867 ms
99th percentile
latency phrase 4.606508314 ms
99.9th percentile
latency phrase 11.32920839 ms
100th percentile
latency phrase 11.53972367 ms
50th percentile
service time phrase 2.283426499 ms 90th percentile
service time phrase 2.6023857 ms
99th percentile
service time phrase 4.073278879 ms 99.9th percentile
service time phrase 11.26236945 ms 100th percentile
service time phrase 11.471612 ms
error rate phrase 0 %
Min Throughput country_agg_unca
ched 4 ops/s
Median
Throughput country_agg_unca
ched 4.01 ops/s
Max Throughput country_agg_unca
ched 4.01 ops/s
50th percentile
latency country_agg_unca
ched 154.036113 ms
90th percentile
latency country_agg_unca
ched 160.160262 ms
99th percentile
latency country_agg_unca
ched 217.9470218 ms
100th percentile
latency country_agg_unca
ched 270.401061 ms
50th percentile
service time country_agg_unca
ched 153.9164235 ms
90th percentile
service time country_agg_unca
ched 160.0393962 ms
99th percentile
service time country_agg_unca
ched 217.8203381 ms
100th percentile
service time country_agg_unca
ched 270.314704 ms
error rate country_agg_unca
ched 0 %
Min Throughput country_agg_cach
ed 100.04 ops/s
Median
Throughput country_agg_cach
ed 100.06 ops/s
Max Throughput country_agg_cach
ed 100.07 ops/s
50th percentile
latency country_agg_cach
ed 1.772262999 ms
90th percentile
latency country_agg_cach
ed 1.943878399 ms
99th percentile
latency country_agg_cach
ed 2.796966468 ms
99.9th percentile
latency country_agg_cach
ed 6.427875642 ms
100th percentile
latency country_agg_cach
ed 14.575363 ms
50th percentile
service time country_agg_cach
ed 1.7050655 ms
90th percentile
service time country_agg_cach
ed 1.878483099 ms
99th percentile
service time country_agg_cach
ed 2.689127631 ms
99.9th percentile
service time country_agg_cach
ed 4.762661218 ms
100th percentile
service time country_agg_cach
ed 14.506126 ms
error rate country_agg_cach
ed 0 %
Min Throughput scroll 20.05 pages/s
Median
Throughput scroll 20.06 pages/s
Max Throughput scroll 20.07 pages/s 50th percentile
latency scroll 387.0272235 ms
90th percentile
latency scroll 400.7843767 ms
99th percentile
latency scroll 452.1627557 ms
100th percentile
latency scroll 478.26665 ms
50th percentile
service time scroll 386.143462 ms
90th percentile
service time scroll 399.8976064 ms 99th percentile
service time scroll 451.295933 ms
100th percentile
service time scroll 477.360055 ms
error rate scroll 0 %
Min Throughput expression 2 ops/s
Median
Throughput expression 2 ops/s
Max Throughput expression 2 ops/s
50th percentile
latency expression 285.121047 ms
90th percentile
latency expression 292.0323929 ms
99th percentile
latency expression 336.1215281 ms
100th percentile
latency expression 389.221478 ms
50th percentile
service time expression 284.883145 ms 90th percentile
service time expression 291.78961 ms 99th percentile
service time expression 335.9078465 ms
100th percentile
service time expression 388.982388 ms
error rate expression 0 %
Min Throughput painless_static 1.5 ops/s Median
Throughput painless_static 1.5 ops/s Max Throughput painless_static 1.5 ops/s 50th percentile
latency painless_static 414.4142772 ms 90th percentile
latency painless_static 428.3021712 ms 99th percentile
latency painless_static 551.0764984 ms 100th percentile
latency painless_static 586.564512 ms 50th percentile
service time painless_static 414.134189 ms 90th percentile
service time painless_static 428.0409987 ms 99th percentile
service time painless_static 550.7989791 ms 100th percentile
service time painless_static 586.432656 ms
error rate painless_static 0 %
Min Throughput painless_dynamic 1.5 ops/s Median
Throughput painless_dynamic 1.5 ops/s Max Throughput painless_dynamic 1.5 ops/s 50th percentile
latency painless_dynamic 387.1022877 ms 90th percentile
latency painless_dynamic 402.260061 ms 99th percentile
latency painless_dynamic 472.1731577 ms 100th percentile
latency painless_dynamic 480.22595 ms
50th percentile
service time painless_dynamic 386.7965725 ms 90th percentile
service time painless_dynamic 401.955634 ms 99th percentile
service time painless_dynamic 471.9657896 ms 100th percentile
service time painless_dynamic 479.91248 ms
error rate painless_dynamic 0 %
Min 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 364.5783855 ms 90th percentile
latency decay_geo_gauss_
function_score 369.3249541 ms 99th percentile
latency decay_geo_gauss_
function_score 376.4548957 ms 100th percentile
latency decay_geo_gauss_
function_score 402.051915 ms 50th percentile
service time decay_geo_gauss_
function_score 364.0542175 ms 90th percentile
service time decay_geo_gauss_
function_score 368.6669817 ms 99th percentile
service time decay_geo_gauss_
function_score 375.7975505 ms 100th percentile
service time decay_geo_gauss_
function_score 401.399591 ms error rate decay_geo_gauss_
function_score 0 %
Min 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 388.6800445 ms 90th percentile
latency decay_geo_gauss_
script_score 404.632834 ms 99th percentile
latency decay_geo_gauss_
script_score 450.7542979 ms 100th percentile
latency decay_geo_gauss_
script_score 538.551451 ms 50th percentile
service time decay_geo_gauss_
script_score 388.0335405 ms 90th percentile
service time decay_geo_gauss_
script_score 403.9975599 ms 99th percentile
service time decay_geo_gauss_
script_score 450.1032284 ms 100th percentile
service time decay_geo_gauss_
script_score 537.919936 ms error rate decay_geo_gauss_
script_score 0 %
Min Throughput field_value_functio
n_score 1.5 ops/s
Median
Throughput field_value_functio
n_score 1.5 ops/s
Max Throughput field_value_functio
n_score 1.51 ops/s
50th percentile
latency field_value_functio
n_score 147.6084107 ms
90th percentile
latency field_value_functio
n_score 161.4163745 ms
99th percentile
latency field_value_functio
n_score 218.4858815 ms
100th percentile
latency field_value_functio
n_score 223.5476993 ms
50th percentile
service time field_value_functio
n_score 147.071556 ms
90th percentile
service time field_value_functio
n_score 160.8855899 ms
99th percentile
service time field_value_functio
n_score 217.9465422 ms
100th percentile
service time field_value_functio
n_score 223.080105 ms
error rate field_value_functio
n_score 0 %
Min Throughput field_value_script_
score 1.5 ops/s
Median
Throughput field_value_script_
score 1.5 ops/s
Max Throughput field_value_script_
score 1.51 ops/s
50th percentile
latency field_value_script_
score 208.4922433 ms
90th percentile
latency field_value_script_
score 213.0348423 ms
99th percentile
latency field_value_script_
score 256.5748294 ms
100th percentile
latency field_value_script_
score 274.4188643 ms
50th percentile
service time field_value_script_
score 208.058553 ms
90th percentile
service time field_value_script_
score 212.5744289 ms
99th percentile
service time field_value_script_
score 256.1503058 ms
100th percentile
service time field_value_script_
score 274.185904 ms
error rate field_value_script_
score 0 %
Min Throughput random_function_
score 1.5 ops/s
Median
Throughput random_function_
score 1.5 ops/s
Max Throughput random_function_
score 1.5 ops/s
50th percentile
latency random_function_
score 244.4104887 ms
90th percentile
latency random_function_
score 257.7793149 ms
99th percentile
latency random_function_
score 323.8163443 ms
100th percentile
latency random_function_
score 376.470245 ms
50th percentile
service time random_function_
score 243.9546325 ms
90th percentile
service time random_function_
score 257.3440943 ms
99th percentile
service time random_function_
score 323.3741708 ms
100th percentile
service time random_function_
score 376.091853 ms
error rate random_function_
score 0 %
Min Throughput random_script_sco
re 1.5 ops/s
Median
Throughput random_script_sco
re 1.5 ops/s
Max Throughput random_script_sco
re 1.5 ops/s
50th percentile
latency random_script_sco
re 265.276135 ms
90th percentile
latency random_script_sco
re 276.8986875 ms
99th percentile
latency random_script_sco
re 327.6141767 ms
100th percentile
latency random_script_sco
re 339.1401533 ms
50th percentile
service time random_script_sco
re 264.845466 ms
90th percentile
service time random_script_sco
re 276.4729421 ms
99th percentile
service time random_script_sco
re 327.2584587 ms
100th percentile
service time random_script_sco
re 338.704812 ms
error rate random_script_sco
re 0 %
Min Throughput large_terms 1.5 ops/s Median
Throughput large_terms 1.5 ops/s
Max Throughput large_terms 1.5 ops/s 50th percentile
latency large_terms 474.347426 ms
90th percentile
latency large_terms 482.346874 ms
99th percentile
latency large_terms 521.4118005 ms 100th percentile
latency large_terms 529.6919453 ms 50th percentile
service time large_terms 474.1270145 ms 90th percentile
service time large_terms 482.1388748 ms 99th percentile
service time large_terms 521.2451771 ms 100th percentile
service time large_terms 529.479614 ms
error rate large_terms 0 %
Min Throughput large_filtered_ter
ms 1.5 ops/s
Median
Throughput large_filtered_ter
ms 1.5 ops/s
Max Throughput large_filtered_ter
ms 1.5 ops/s
50th percentile
latency large_filtered_ter
ms 475.7995187 ms
90th percentile
latency large_filtered_ter
ms 486.3646669 ms
99th percentile
latency large_filtered_ter
ms 565.6174992 ms
100th percentile
latency large_filtered_ter
ms 585.669044 ms
50th percentile
service time large_filtered_ter
ms 475.580755 ms
90th percentile
service time large_filtered_ter
ms 486.1421912 ms
99th percentile
service time large_filtered_ter
ms 565.483224 ms
100th percentile
service time large_filtered_ter
ms 585.452311 ms
error rate large_filtered_ter
ms 0 %
Min Throughput large_prohibited_t
erms 1.5 ops/s
Median
Throughput large_prohibited_t
erms 1.5 ops/s
Max Throughput large_prohibited_t
erms 1.5 ops/s
50th percentile
latency large_prohibited_t
erms 474.8867557 ms
90th percentile
latency large_prohibited_t
erms 483.007269 ms
99th percentile
latency large_prohibited_t
erms 540.355679 ms
100th percentile
latency large_prohibited_t
erms 574.8374467 ms
50th percentile
service time large_prohibited_t
erms 474.6650815 ms
90th percentile
service time large_prohibited_t
erms 482.7923966 ms
99th percentile
service time large_prohibited_t
erms 540.1352455 ms
100th percentile
service time large_prohibited_t
erms 574.674312 ms
error rate large_prohibited_t
erms 0 %
Min Throughput desc_sort_populati
on 1.5 ops/s
Median
Throughput desc_sort_populati
on 1.51 ops/s
Max Throughput desc_sort_populati
on 1.51 ops/s
50th percentile
latency desc_sort_populati
on 49.97947483 ms
90th percentile
latency desc_sort_populati
on 52.97220567 ms
99th percentile
latency desc_sort_populati
on 65.81446927 ms
100th percentile
latency desc_sort_populati
on 68.243857 ms
50th percentile
service time desc_sort_populati
on 49.3373975 ms
90th percentile
service time desc_sort_populati
on 52.3443909 ms
99th percentile
service time desc_sort_populati
on 65.17446437 ms
100th percentile
service time desc_sort_populati
on 67.595051 ms
error rate desc_sort_populati
on 0 %
Min Throughput asc_sort_populatio
n 1.5 ops/s
Median
Throughput asc_sort_populatio
n 1.51 ops/s
Max Throughput asc_sort_populatio
n 1.51 ops/s
50th percentile
latency asc_sort_populatio
n 50.29814734 ms
90th percentile
latency asc_sort_populatio
n 54.12596357 ms
99th percentile
latency asc_sort_populatio
n 57.9221302 ms
100th percentile
latency asc_sort_populatio
n 69.35533 ms
50th percentile
service time asc_sort_populatio
n 49.667352 ms
90th percentile
service time asc_sort_populatio
n 53.4878858 ms
99th percentile
service time asc_sort_populatio
n 57.2779194 ms
100th percentile
service time asc_sort_populatio
n 68.714241 ms
error rate asc_sort_populatio
n 0 %
Min Throughput desc_sort_geonam
eid 1.5 ops/s
Median
Throughput desc_sort_geonam
eid 1.51 ops/s
Max Throughput desc_sort_geonam
eid 1.51 ops/s
50th percentile
latency desc_sort_geonam
eid 49.2601545 ms
90th percentile
latency desc_sort_geonam
eid 53.48767223 ms
99th percentile
latency desc_sort_geonam
eid 69.43293772 ms
100th percentile
latency desc_sort_geonam
eid 72.512932 ms
50th percentile
service time desc_sort_geonam
eid 48.6107425 ms
90th percentile
service time desc_sort_geonam
eid 52.839748 ms
99th percentile
service time desc_sort_geonam
eid 68.79282147 ms
100th percentile
service time desc_sort_geonam
eid 71.872758 ms
error rate desc_sort_geonam
eid 0 %
Min Throughput asc_sort_geoname
id 1.5 ops/s
Median
Throughput asc_sort_geoname
id 1.51 ops/s
Max Throughput asc_sort_geoname
id 1.51 ops/s
50th percentile
latency asc_sort_geoname
id 47.071104 ms
90th percentile
latency asc_sort_geoname
id 50.264151 ms
99th percentile
latency asc_sort_geoname
id 57.9888054 ms
100th percentile
latency asc_sort_geoname
id 96.39665433 ms
50th percentile
service time asc_sort_geoname
id 46.427649 ms
90th percentile
service time asc_sort_geoname
id 49.6192723 ms
99th percentile
service time asc_sort_geoname
id 57.75922607 ms
100th percentile
service time asc_sort_geoname
id 95.751176 ms
error rate asc_sort_geoname
id 0 %
● 节点规格为ess.spec-4u16g、节点数为3的集群性能测试结果
Metric Task Value Unit
Cumulative indexing time of primary shards
- 11.95073333 min
Min cumulative indexing time across primary shards
- 0 min
Median cumulative indexing time across primary shards
- 2.339941667 min
Max cumulative indexing time across primary shards
- 2.470116667 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
- 4.21495 min
Cumulative merge count of primary shards
- 65
-Min cumulative merge time across primary shards
- 0 min
Median cumulative merge time across primary shards
- 0.813216667 min
Max cumulative merge time across primary shards
- 0.974483333 min
Cumulative merge throttle time of primary shards
- 0.83345 min
Min cumulative merge throttle time across primary shards
- 0 min
Median cumulative merge throttle time across primary shards
- 0.157775 min
Max cumulative merge throttle time across primary shards
- 0.24605 min
Cumulative refresh time of primary shards
- 2.164983333 min
Cumulative refresh count of primary shards
- 291
-Min cumulative refresh time across primary shards
- 0 min
Median cumulative refresh time across primary shards
- 0.425391667 min
Max cumulative refresh time across primary shards
- 0.450516667 min
Cumulative flush time of primary shards
- 0.1559 min
Cumulative flush count of primary shards
- 11
-Min cumulative flush time across primary shards
- 0 min
Median cumulative flush time across primary shards
- 0.0248 min
Max cumulative flush time across primary shards
- 0.043433333 min
Total Young Gen
GC - 6.421 s
Total Old Gen GC - 0 s
Store size - 3.124213032 GB
Translog size - 2.790678718 GB
Heap used for
segments - 15.03110981 MB
Heap used for doc
values - 0.043689728 MB
Heap used for
terms - 13.85075188 MB
Heap used for
norms - 0.077697754 MB
Heap used for
points - 0.266856194 MB
Heap used for
stored fields - 0.792114258 MB
Segment count - 99
-Min Throughput index-append 92446.94 docs/s Median
Throughput index-append 92935.55 docs/s Max Throughput index-append 93217.68 docs/s 50th percentile
latency index-append 176.7329985 ms 90th percentile
latency index-append 285.5450693 ms 100th percentile
latency index-append 333.228537 ms 50th percentile
service time index-append 176.7329985 ms 90th percentile
service time index-append 285.5450693 ms 100th percentile
service time index-append 333.228537 ms
error rate index-append 0 %
Min Throughput index-stats 90.04 ops/s Median
Throughput index-stats 90.06 ops/s Max Throughput index-stats 90.11 ops/s 50th percentile
latency index-stats 3.6713165 ms
90th percentile
latency index-stats 3.919960223 ms 99th percentile
latency index-stats 4.500246093 ms
99.9th percentile
latency index-stats 20.14171663 ms 100th percentile
latency index-stats 21.36778278 ms 50th percentile
service time index-stats 3.604376499 ms 90th percentile
service time index-stats 3.8517339 ms 99th percentile
service time index-stats 4.36148177 ms 99.9th percentile
service time index-stats 20.0748024 ms 100th percentile
service time index-stats 21.300971 ms
error rate index-stats 0 %
Min Throughput node-stats 90.05 ops/s Median
Throughput node-stats 90.09 ops/s
Max Throughput node-stats 90.32 ops/s 50th percentile
latency node-stats 4.056046 ms
90th percentile
latency node-stats 4.256959922 ms 99th percentile
latency node-stats 7.993649534 ms 99.9th percentile
latency node-stats 15.0162469 ms
100th percentile
latency node-stats 18.79192022 ms 50th percentile
service time node-stats 3.989104 ms 90th percentile
service time node-stats 4.1902188 ms 99th percentile
service time node-stats 7.39785926 ms 99.9th percentile
service time node-stats 14.95028028 ms
100th percentile
service time node-stats 15.226284 ms
error rate node-stats 0 %
Min Throughput default 50.03 ops/s Median
Throughput default 50.04 ops/s
Max Throughput default 50.09 ops/s 50th percentile
latency default 2.890284501 ms
latency default 2.890284501 ms