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8核32GB512GB通用型的3个数据节点实例基准性能指标
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8核32GB512GB通用型的3个数据节点实例基准性能指标

8核32GB512GB通用型的3个数据节点实例基准性能指标

使用ESRally工具对数据节点规格为8核32GB的BES集群实例(7.10.2版本)进行基准测试。

压测配置

项目 说明
实例配置 版本:BES集群实例(7.10.2版本)
数据节点规格:8核32GB
数据节点存储性能级别:增强型SSD_PL1
数据单节点存储空间:512GB
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Geonames模拟测试场景,数据文档总数11396503。获取数据集,请查看ES Rally Hub获取。
分片数 主分片:6
副本数:0
bulk_size 每次批量操作提交5000个文档。
bulk_indexing_clients 同时执行批量索引操作的客户端数量为8个。
index_append warmup time 从默认的120s修改为30s,当集群配置高时,index_append在预热启动期间就完成了。

压测结果

压测结果仅供参考,无法代表实际生产中写入查询情况,建议您结合业务生产数据进行压测。

主要压测指标结果

CPU使用率.png 内存使用量.png 磁盘写iops.png 磁盘读iops.png 磁盘写流量.png 磁盘读流量.png JVM年轻代使用率.png JVM老年代使用率.png search线程池队排队任务数.png write线程池队排队任务数.png

基准压测报告

Metric Task Value Unit
Cumulative indexing time of primary shards 13.4029 min
Min cumulative indexing time across primary shards 2.18048 min
Median cumulative indexing time across primary shards 2.71837 min
Max cumulative indexing time across primary shards 2.94395 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 3.59067 min
Cumulative merge count of primary shards 24
Min cumulative merge time across primary shards 0.608417 min
Median cumulative merge time across primary shards 0.7234 min
Max cumulative merge time across primary shards 0.834817 min
Cumulative merge throttle time of primary shards 0.9066 min
Min cumulative merge throttle time across primary shards 0.1244 min
Median cumulative merge throttle time across primary shards 0.1927 min
Max cumulative merge throttle time across primary shards 0.2148 min
Cumulative refresh time of primary shards 1.01488 min
Cumulative refresh count of primary shards 90
Min cumulative refresh time across primary shards 0.1771 min
Median cumulative refresh time across primary shards 0.206167 min
Max cumulative refresh time across primary shards 0.22955 min
Cumulative flush time of primary shards 0.166533 min
Cumulative flush count of primary shards 10
Min cumulative flush time across primary shards 0.0246333 min
Median cumulative flush time across primary shards 0.0342167 min
Max cumulative flush time across primary shards 0.0377333 min
Total Young Gen GC time 3.982 s
Total Young Gen GC count 617
Total Old Gen GC time 0 s
Total Old Gen GC count 0
Store size 3.04147 GB
Translog size 2.56114e-07 GB
Heap used for segments 0.729324 MB
Heap used for doc values 0.0372009 MB
Heap used for terms 0.565247 MB
Heap used for norms 0.0769043 MB
Heap used for points 0 MB
Heap used for stored fields 0.0499725 MB
Segment count 98
Total Ingest Pipeline count 0
Total Ingest Pipeline time 0 s
Total Ingest Pipeline failed 0
Min Throughput index-append 165743 docs/s
Mean Throughput index-append 176021 docs/s
Median Throughput index-append 175847 docs/s
Max Throughput index-append 191886 docs/s
50th percentile latency index-append 179.497 ms
90th percentile latency index-append 511.661 ms
99th percentile latency index-append 1420.49 ms
99.9th percentile latency index-append 2188.58 ms
100th percentile latency index-append 2290.8 ms
50th percentile service time index-append 179.497 ms
90th percentile service time index-append 511.661 ms
99th percentile service time index-append 1420.49 ms
99.9th percentile service time index-append 2188.58 ms
100th percentile service time index-append 2290.8 ms
error rate index-append 0 %
Min Throughput index-stats 90.04 ops/s
Mean Throughput index-stats 90.06 ops/s
Median Throughput index-stats 90.05 ops/s
Max Throughput index-stats 90.1 ops/s
50th percentile latency index-stats 2.83175 ms
90th percentile latency index-stats 3.71149 ms
99th percentile latency index-stats 4.1057 ms
99.9th percentile latency index-stats 4.27278 ms
100th percentile latency index-stats 4.28279 ms
50th percentile service time index-stats 1.50329 ms
90th percentile service time index-stats 1.7402 ms
99th percentile service time index-stats 1.96819 ms
99.9th percentile service time index-stats 2.29227 ms
100th percentile service time index-stats 2.62388 ms
error rate index-stats 0 %
Min Throughput node-stats 89.77 ops/s
Mean Throughput node-stats 90.05 ops/s
Median Throughput node-stats 90.05 ops/s
Max Throughput node-stats 90.21 ops/s
50th percentile latency node-stats 3.50882 ms
90th percentile latency node-stats 4.02628 ms
99th percentile latency node-stats 4.64682 ms
99.9th percentile latency node-stats 7.86337 ms
100th percentile latency node-stats 15.8098 ms
50th percentile service time node-stats 2.55518 ms
90th percentile service time node-stats 2.94944 ms
99th percentile service time node-stats 3.60089 ms
99.9th percentile service time node-stats 3.90836 ms
100th percentile service time node-stats 4.72011 ms
error rate node-stats 0 %
Min Throughput default 50.03 ops/s
Mean Throughput default 50.04 ops/s
Median Throughput default 50.04 ops/s
Max Throughput default 50.07 ops/s
50th percentile latency default 3.12762 ms
90th percentile latency default 4.41481 ms
99th percentile latency default 4.84452 ms
99.9th percentile latency default 5.33394 ms
100th percentile latency default 13.1374 ms
50th percentile service time default 2.10249 ms
90th percentile service time default 2.35782 ms
99th percentile service time default 2.98018 ms
99.9th percentile service time default 4.65912 ms
100th percentile service time default 12.1674 ms
error rate default 0 %
Min Throughput term 100.04 ops/s
Mean Throughput term 100.06 ops/s
Median Throughput term 100.05 ops/s
Max Throughput term 100.09 ops/s
50th percentile latency term 3.08206 ms
90th percentile latency term 3.60959 ms
99th percentile latency term 3.95824 ms
99.9th percentile latency term 5.91828 ms
100th percentile latency term 11.4106 ms
50th percentile service time term 2.12286 ms
90th percentile service time term 2.34504 ms
99th percentile service time term 2.83201 ms
99.9th percentile service time term 5.2732 ms
100th percentile service time term 10.8154 ms
error rate term 0 %
Min Throughput phrase 110.02 ops/s
Mean Throughput phrase 110.04 ops/s
Median Throughput phrase 110.03 ops/s
Max Throughput phrase 110.06 ops/s
50th percentile latency phrase 3.08929 ms
90th percentile latency phrase 3.60749 ms
99th percentile latency phrase 4.76916 ms
99.9th percentile latency phrase 25.1566 ms
100th percentile latency phrase 25.7647 ms
50th percentile service time phrase 2.17803 ms
90th percentile service time phrase 2.45054 ms
99th percentile service time phrase 3.21412 ms
99.9th percentile service time phrase 17.3833 ms
100th percentile service time phrase 24.4362 ms
error rate phrase 0 %
Min Throughput country_agg_uncached 3.01 ops/s
Mean Throughput country_agg_uncached 3.01 ops/s
Median Throughput country_agg_uncached 3.01 ops/s
Max Throughput country_agg_uncached 3.01 ops/s
50th percentile latency country_agg_uncached 151.068 ms
90th percentile latency country_agg_uncached 163.163 ms
99th percentile latency country_agg_uncached 166.922 ms
100th percentile latency country_agg_uncached 184.322 ms
50th percentile service time country_agg_uncached 149.553 ms
90th percentile service time country_agg_uncached 161.65 ms
99th percentile service time country_agg_uncached 165.51 ms
100th percentile service time country_agg_uncached 183.137 ms
error rate country_agg_uncached 0 %
Min Throughput country_agg_cached 98.6 ops/s
Mean Throughput country_agg_cached 99 ops/s
Median Throughput country_agg_cached 99.05 ops/s
Max Throughput country_agg_cached 99.29 ops/s
50th percentile latency country_agg_cached 2.74603 ms
90th percentile latency country_agg_cached 3.22771 ms
99th percentile latency country_agg_cached 3.72037 ms
99.9th percentile latency country_agg_cached 3.98326 ms
100th percentile latency country_agg_cached 4.03721 ms
50th percentile service time country_agg_cached 1.82613 ms
90th percentile service time country_agg_cached 2.08052 ms
99th percentile service time country_agg_cached 2.4266 ms
99.9th percentile service time country_agg_cached 2.62101 ms
100th percentile service time country_agg_cached 2.85494 ms
error rate country_agg_cached 0 %
Min Throughput scroll 20.05 pages/s
Mean Throughput scroll 20.07 pages/s
Median Throughput scroll 20.06 pages/s
Max Throughput scroll 20.08 pages/s
50th percentile latency scroll 227.208 ms
90th percentile latency scroll 233.554 ms
99th percentile latency scroll 245.062 ms
100th percentile latency scroll 245.935 ms
50th percentile service time scroll 224.803 ms
90th percentile service time scroll 230.807 ms
99th percentile service time scroll 243.734 ms
100th percentile service time scroll 243.813 ms
error rate scroll 0 %
Min Throughput expression 1.5 ops/s
Mean Throughput expression 1.5 ops/s
Median Throughput expression 1.5 ops/s
Max Throughput expression 1.5 ops/s
50th percentile latency expression 268.439 ms
90th percentile latency expression 278.782 ms
99th percentile latency expression 288.187 ms
100th percentile latency expression 291.137 ms
50th percentile service time expression 266.985 ms
90th percentile service time expression 277.209 ms
99th percentile service time expression 286.597 ms
100th percentile service time expression 289.803 ms
error rate expression 0 %
Min Throughput painless_static 1.4 ops/s
Mean Throughput painless_static 1.4 ops/s
Median Throughput painless_static 1.4 ops/s
Max Throughput painless_static 1.4 ops/s
50th percentile latency painless_static 314.238 ms
90th percentile latency painless_static 332.169 ms
99th percentile latency painless_static 344.439 ms
100th percentile latency painless_static 347.807 ms
50th percentile service time painless_static 312.524 ms
90th percentile service time painless_static 330.544 ms
99th percentile service time painless_static 343.428 ms
100th percentile service time painless_static 346.46 ms
error rate painless_static 0 %
Min Throughput painless_dynamic 1.4 ops/s
Mean Throughput painless_dynamic 1.4 ops/s
Median Throughput painless_dynamic 1.4 ops/s
Max Throughput painless_dynamic 1.4 ops/s
50th percentile latency painless_dynamic 312.25 ms
90th percentile latency painless_dynamic 323.291 ms
99th percentile latency painless_dynamic 333.411 ms
100th percentile latency painless_dynamic 370.609 ms
50th percentile service time painless_dynamic 310.713 ms
90th percentile service time painless_dynamic 321.704 ms
99th percentile service time painless_dynamic 331.562 ms
100th percentile service time painless_dynamic 369.53 ms
error rate painless_dynamic 0 %
Min Throughput decay_geo_gauss_function_score 1 ops/s
Mean Throughput decay_geo_gauss_function_score 1 ops/s
Median Throughput decay_geo_gauss_function_score 1 ops/s
Max Throughput decay_geo_gauss_function_score 1 ops/s
50th percentile latency decay_geo_gauss_function_score 347.399 ms
90th percentile latency decay_geo_gauss_function_score 353.831 ms
99th percentile latency decay_geo_gauss_function_score 357.212 ms
100th percentile latency decay_geo_gauss_function_score 358.705 ms
50th percentile service time decay_geo_gauss_function_score 345.587 ms
90th percentile service time decay_geo_gauss_function_score 352.563 ms
99th percentile service time decay_geo_gauss_function_score 355.432 ms
100th percentile service time decay_geo_gauss_function_score 356.649 ms
error rate decay_geo_gauss_function_score 0 %
Min Throughput decay_geo_gauss_script_score 1 ops/s
Mean Throughput decay_geo_gauss_script_score 1 ops/s
Median Throughput decay_geo_gauss_script_score 1 ops/s
Max Throughput decay_geo_gauss_script_score 1 ops/s
50th percentile latency decay_geo_gauss_script_score 348.383 ms
90th percentile latency decay_geo_gauss_script_score 352.959 ms
99th percentile latency decay_geo_gauss_script_score 358.822 ms
100th percentile latency decay_geo_gauss_script_score 359.47 ms
50th percentile service time decay_geo_gauss_script_score 346.826 ms
90th percentile service time decay_geo_gauss_script_score 351.324 ms
99th percentile service time decay_geo_gauss_script_score 356.757 ms
100th percentile service time decay_geo_gauss_script_score 357.435 ms
error rate decay_geo_gauss_script_score 0 %
Min Throughput field_value_function_score 1.5 ops/s
Mean Throughput field_value_function_score 1.5 ops/s
Median Throughput field_value_function_score 1.5 ops/s
Max Throughput field_value_function_score 1.51 ops/s
50th percentile latency field_value_function_score 119.648 ms
90th percentile latency field_value_function_score 123.809 ms
99th percentile latency field_value_function_score 130.048 ms
100th percentile latency field_value_function_score 130.895 ms
50th percentile service time field_value_function_score 118.066 ms
90th percentile service time field_value_function_score 122.089 ms
99th percentile service time field_value_function_score 128.638 ms
100th percentile service time field_value_function_score 129.569 ms
error rate field_value_function_score 0 %
Min Throughput field_value_script_score 1.5 ops/s
Mean Throughput field_value_script_score 1.5 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 164.957 ms
90th percentile latency field_value_script_score 169.497 ms
99th percentile latency field_value_script_score 190.763 ms
100th percentile latency field_value_script_score 204.975 ms
50th percentile service time field_value_script_score 163.474 ms
90th percentile service time field_value_script_score 168.03 ms
99th percentile service time field_value_script_score 188.603 ms
100th percentile service time field_value_script_score 202.527 ms
error rate field_value_script_score 0 %
Min Throughput large_terms 1.1 ops/s
Mean Throughput large_terms 1.1 ops/s
Median Throughput large_terms 1.1 ops/s
Max Throughput large_terms 1.1 ops/s
50th percentile latency large_terms 536.34 ms
90th percentile latency large_terms 550.509 ms
99th percentile latency large_terms 563.634 ms
100th percentile latency large_terms 567.994 ms
50th percentile service time large_terms 529.501 ms
90th percentile service time large_terms 543.495 ms
99th percentile service time large_terms 556.978 ms
100th percentile service time large_terms 561.595 ms
error rate large_terms 0 %
Min Throughput large_filtered_terms 1.1 ops/s
Mean Throughput large_filtered_terms 1.1 ops/s
Median Throughput large_filtered_terms 1.1 ops/s
Max Throughput large_filtered_terms 1.1 ops/s
50th percentile latency large_filtered_terms 544.299 ms
90th percentile latency large_filtered_terms 558.143 ms
99th percentile latency large_filtered_terms 569.945 ms
100th percentile latency large_filtered_terms 578.127 ms
50th percentile service time large_filtered_terms 537.555 ms
90th percentile service time large_filtered_terms 550.804 ms
99th percentile service time large_filtered_terms 563.285 ms
100th percentile service time large_filtered_terms 571.144 ms
error rate large_filtered_terms 0 %
Min Throughput large_prohibited_terms 1.1 ops/s
Mean Throughput large_prohibited_terms 1.1 ops/s
Median Throughput large_prohibited_terms 1.1 ops/s
Max Throughput large_prohibited_terms 1.1 ops/s
50th percentile latency large_prohibited_terms 515.312 ms
90th percentile latency large_prohibited_terms 526.015 ms
99th percentile latency large_prohibited_terms 546.235 ms
100th percentile latency large_prohibited_terms 559.464 ms
50th percentile service time large_prohibited_terms 508.509 ms
90th percentile service time large_prohibited_terms 519.497 ms
99th percentile service time large_prohibited_terms 539.616 ms
100th percentile service time large_prohibited_terms 553.125 ms
error rate large_prohibited_terms 0 %
Min Throughput desc_sort_population 1.5 ops/s
Mean Throughput desc_sort_population 1.51 ops/s
Median Throughput desc_sort_population 1.51 ops/s
Max Throughput desc_sort_population 1.51 ops/s
50th percentile latency desc_sort_population 57.5618 ms
90th percentile latency desc_sort_population 64.5965 ms
99th percentile latency desc_sort_population 76.3824 ms
100th percentile latency desc_sort_population 78.3 ms
50th percentile service time desc_sort_population 55.8985 ms
90th percentile service time desc_sort_population 62.5495 ms
99th percentile service time desc_sort_population 74.2887 ms
100th percentile service time desc_sort_population 76.1585 ms
error rate desc_sort_population 0 %
Min Throughput asc_sort_population 1.5 ops/s
Mean Throughput asc_sort_population 1.51 ops/s
Median Throughput asc_sort_population 1.51 ops/s
Max Throughput asc_sort_population 1.51 ops/s
50th percentile latency asc_sort_population 59.833 ms
90th percentile latency asc_sort_population 77.361 ms
99th percentile latency asc_sort_population 96.5761 ms
100th percentile latency asc_sort_population 113.159 ms
50th percentile service time asc_sort_population 58.0944 ms
90th percentile service time asc_sort_population 75.2932 ms
99th percentile service time asc_sort_population 94.741 ms
100th percentile service time asc_sort_population 111.651 ms
error rate asc_sort_population 0 %
Min Throughput asc_sort_with_after_population 1.5 ops/s
Mean Throughput asc_sort_with_after_population 1.51 ops/s
Median Throughput asc_sort_with_after_population 1.51 ops/s
Max Throughput asc_sort_with_after_population 1.51 ops/s
50th percentile latency asc_sort_with_after_population 79.2837 ms
90th percentile latency asc_sort_with_after_population 82.592 ms
99th percentile latency asc_sort_with_after_population 95.8046 ms
100th percentile latency asc_sort_with_after_population 96.5419 ms
50th percentile service time asc_sort_with_after_population 77.3989 ms
90th percentile service time asc_sort_with_after_population 80.6128 ms
99th percentile service time asc_sort_with_after_population 93.9825 ms
100th percentile service time asc_sort_with_after_population 94.4302 ms
error rate asc_sort_with_after_population 0 %
Min Throughput desc_sort_geonameid 6.02 ops/s
Mean Throughput desc_sort_geonameid 6.02 ops/s
Median Throughput desc_sort_geonameid 6.02 ops/s
Max Throughput desc_sort_geonameid 6.03 ops/s
50th percentile latency desc_sort_geonameid 8.4936 ms
90th percentile latency desc_sort_geonameid 8.93789 ms
99th percentile latency desc_sort_geonameid 9.32758 ms
100th percentile latency desc_sort_geonameid 11.0293 ms
50th percentile service time desc_sort_geonameid 7.23764 ms
90th percentile service time desc_sort_geonameid 7.45754 ms
99th percentile service time desc_sort_geonameid 7.87669 ms
100th percentile service time desc_sort_geonameid 9.99676 ms
error rate desc_sort_geonameid 0 %
Min Throughput desc_sort_with_after_geonameid 6.01 ops/s
Mean Throughput desc_sort_with_after_geonameid 6.01 ops/s
Median Throughput desc_sort_with_after_geonameid 6.01 ops/s
Max Throughput desc_sort_with_after_geonameid 6.02 ops/s
50th percentile latency desc_sort_with_after_geonameid 72.8101 ms
90th percentile latency desc_sort_with_after_geonameid 86.3111 ms
99th percentile latency desc_sort_with_after_geonameid 98.6668 ms
100th percentile latency desc_sort_with_after_geonameid 114.476 ms
50th percentile service time desc_sort_with_after_geonameid 71.7572 ms
90th percentile service time desc_sort_with_after_geonameid 84.9305 ms
99th percentile service time desc_sort_with_after_geonameid 97.0551 ms
100th percentile service time desc_sort_with_after_geonameid 113.249 ms
error rate desc_sort_with_after_geonameid 0 %
Min Throughput asc_sort_geonameid 6.02 ops/s
Mean Throughput asc_sort_geonameid 6.02 ops/s
Median Throughput asc_sort_geonameid 6.02 ops/s
Max Throughput asc_sort_geonameid 6.03 ops/s
50th percentile latency asc_sort_geonameid 6.0917 ms
90th percentile latency asc_sort_geonameid 6.79385 ms
99th percentile latency asc_sort_geonameid 7.6651 ms
100th percentile latency asc_sort_geonameid 7.77227 ms
50th percentile service time asc_sort_geonameid 4.66351 ms
90th percentile service time asc_sort_geonameid 5.64047 ms
99th percentile service time asc_sort_geonameid 6.17686 ms
100th percentile service time asc_sort_geonameid 6.24999 ms
error rate asc_sort_geonameid 0 %
Min Throughput asc_sort_with_after_geonameid 6.01 ops/s
Mean Throughput asc_sort_with_after_geonameid 6.01 ops/s
Median Throughput asc_sort_with_after_geonameid 6.01 ops/s
Max Throughput asc_sort_with_after_geonameid 6.02 ops/s
50th percentile latency asc_sort_with_after_geonameid 67.1837 ms
90th percentile latency asc_sort_with_after_geonameid 79.7437 ms
99th percentile latency asc_sort_with_after_geonameid 85.9863 ms
100th percentile latency asc_sort_with_after_geonameid 86.6933 ms
50th percentile service time asc_sort_with_after_geonameid 65.9387 ms
90th percentile service time asc_sort_with_after_geonameid 78.3939 ms
99th percentile service time asc_sort_with_after_geonameid 84.669 ms
100th percentile service time asc_sort_with_after_geonameid 85.5162 ms
error rate asc_sort_with_after_geonameid 0 %
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