云搜索 Elasticsearch

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云搜索 Elasticsearch

性能指标

通过Elasticsearch官方提供的geonames(大小为3.3G, 总计11396505 个doc),以及benchmark脚本rally,我们对华北-北京区域的京东云搜索Elasticsearch(V5.6.9)进行了压测,测试结果如下,可供参考:

3个节点的规格为2核8G的性能测试数据

Lap Metric Task Value Unit
All Total indexing time 30.552 min
All Min indexing time per shard 0.000616667 min
All Median indexing time per shard 4.13957 min
All Max indexing time per shard 9.49823 min
All Total merge time 16.5894 min
All Min merge time per shard 0 min
All Median merge time per shard 2.55336 min
All Max merge time per shard 4.83708 min
All Total merge throttle time 1.4114 min
All Min merge throttle time per shard 0 min
All Median merge throttle time per shard 0.25795 min
All Max merge throttle time per shard 0.325433 min
All Total refresh time 6.59383 min
All Min refresh time per shard 0.000816667 min
All Median refresh time per shard 0.9831 min
All Max refresh time per shard 1.95182 min
All Total flush time 0.282533 min
All Min flush time per shard 0.000266667 min
All Median flush time per shard 0.0547 min
All Max flush time per shard 0.0627 min
All Total Young Gen GC 200.74 s
All Total Old Gen GC 1.792 s
All Store size 3.17049 GB
All Translog size 2.80328e-07 GB
All Heap used for segments 18.1484 MB
All Heap used for doc values 0.097908 MB
All Heap used for terms 16.9487 MB
All Heap used for norms 0.0726929 MB
All Heap used for points 0.216206 MB
All Heap used for stored fields 0.812965 MB
All Segment count 96
All Min Throughput index-append 18145 docs/s
All Median Throughput index-append 18820.2 docs/s
All Max Throughput index-append 19774.6 docs/s
All 50th percentile latency index-append 2041.05 ms
All 90th percentile latency index-append 2792.47 ms
All 99th percentile latency index-append 3716.86 ms
All 99.9th percentile latency index-append 4291.14 ms
All 100th percentile latency index-append 4428.68 ms
All 50th percentile service time index-append 2041.05 ms
All 90th percentile service time index-append 2792.47 ms
All 99th percentile service time index-append 3716.86 ms
All 99.9th percentile service time index-append 4291.14 ms
All 100th percentile service time index-append 4428.68 ms
All error rate index-append 0 %
All Min Throughput index-stats 100.03 ops/s
All Median Throughput index-stats 100.07 ops/s
All Max Throughput index-stats 100.14 ops/s
All 50th percentile latency index-stats 2.40418 ms
All 90th percentile latency index-stats 3.28969 ms
All 99th percentile latency index-stats 14.018 ms
All 99.9th percentile latency index-stats 22.3686 ms
All 100th percentile latency index-stats 24.6219 ms
All 50th percentile service time index-stats 2.25166 ms
All 90th percentile service time index-stats 3.03377 ms
All 99th percentile service time index-stats 10.3106 ms
All 99.9th percentile service time index-stats 22.1934 ms
All 100th percentile service time index-stats 24.4795 ms
All error rate index-stats 0 %
All Min Throughput node-stats 99.19 ops/s
All Median Throughput node-stats 100.14 ops/s
All Max Throughput node-stats 100.76 ops/s
All 50th percentile latency node-stats 2.78576 ms
All 90th percentile latency node-stats 57.8865 ms
All 99th percentile latency node-stats 124.952 ms
All 99.9th percentile latency node-stats 179.015 ms
All 100th percentile latency node-stats 185.806 ms
All 50th percentile service time node-stats 2.53587 ms
All 90th percentile service time node-stats 4.43647 ms
All 99th percentile service time node-stats 71.4676 ms
All 99.9th percentile service time node-stats 105.7 ms
All 100th percentile service time node-stats 107.373 ms
All error rate node-stats 0 %
All Min Throughput default 24.78 ops/s
All Median Throughput default 24.86 ops/s
All Max Throughput default 25.36 ops/s
All 50th percentile latency default 20245.4 ms
All 90th percentile latency default 28478.9 ms
All 99th percentile latency default 30327.1 ms
All 99.9th percentile latency default 30494.6 ms
All 100th percentile latency default 30515.1 ms
All 50th percentile service time default 39.7821 ms
All 90th percentile service time default 42.3616 ms
All 99th percentile service time default 68.9103 ms
All 99.9th percentile service time default 86.6771 ms
All 100th percentile service time default 98.6355 ms
All error rate default 0 %
All Min Throughput term 199.88 ops/s
All Median Throughput term 200.1 ops/s
All Max Throughput term 200.2 ops/s
All 50th percentile latency term 1.77077 ms
All 90th percentile latency term 3.274 ms
All 99th percentile latency term 13.5938 ms
All 99.9th percentile latency term 18.7991 ms
All 100th percentile latency term 21.992 ms
All 50th percentile service time term 1.67021 ms
All 90th percentile service time term 2.18404 ms
All 99th percentile service time term 8.68671 ms
All 99.9th percentile service time term 18.2481 ms
All 100th percentile service time term 21.9286 ms
All error rate term 0 %
All Min Throughput phrase 199.97 ops/s
All Median Throughput phrase 200.08 ops/s
All Max Throughput phrase 200.19 ops/s
All 50th percentile latency phrase 2.3951 ms
All 90th percentile latency phrase 6.60669 ms
All 99th percentile latency phrase 17.4791 ms
All 99.9th percentile latency phrase 22.7571 ms
All 100th percentile latency phrase 25.6412 ms
All 50th percentile service time phrase 2.25227 ms
All 90th percentile service time phrase 3.17436 ms
All 99th percentile service time phrase 13.4409 ms
All 99.9th percentile service time phrase 18.4939 ms
All 100th percentile service time phrase 21.6504 ms
All error rate phrase 0 %
All Min Throughput country_agg_uncached 2.84 ops/s
All Median Throughput country_agg_uncached 2.85 ops/s
All Max Throughput country_agg_uncached 2.87 ops/s
All 50th percentile latency country_agg_uncached 37897 ms
All 90th percentile latency country_agg_uncached 44135.1 ms
All 99th percentile latency country_agg_uncached 45503.2 ms
All 100th percentile latency country_agg_uncached 45660.9 ms
All 50th percentile service time country_agg_uncached 357.96 ms
All 90th percentile service time country_agg_uncached 369.897 ms
All 99th percentile service time country_agg_uncached 393.634 ms
All 100th percentile service time country_agg_uncached 397.856 ms
All error rate country_agg_uncached 0 %
All Min Throughput country_agg_cached 100.04 ops/s
All Median Throughput country_agg_cached 100.08 ops/s
All Max Throughput country_agg_cached 100.16 ops/s
All 50th percentile latency country_agg_cached 2.11152 ms
All 90th percentile latency country_agg_cached 2.97139 ms
All 99th percentile latency country_agg_cached 10.6774 ms
All 99.9th percentile latency country_agg_cached 15.5726 ms
All 100th percentile latency country_agg_cached 18.1987 ms
All 50th percentile service time country_agg_cached 1.9665 ms
All 90th percentile service time country_agg_cached 2.73417 ms
All 99th percentile service time country_agg_cached 9.993 ms
All 99.9th percentile service time country_agg_cached 15.4348 ms
All 100th percentile service time country_agg_cached 18.0494 ms
All error rate country_agg_cached 0 %
All Min Throughput scroll 25.04 pages/s
All Median Throughput scroll 25.05 pages/s
All Max Throughput scroll 25.07 pages/s
All 50th percentile latency scroll 471.178 ms
All 90th percentile latency scroll 503.083 ms
All 99th percentile latency scroll 526.2 ms
All 100th percentile latency scroll 526.85 ms
All 50th percentile service time scroll 470.224 ms
All 90th percentile service time scroll 502.27 ms
All 99th percentile service time scroll 525.285 ms
All 100th percentile service time scroll 526.194 ms
All error rate scroll 0 %
All Min Throughput expression 1.49 ops/s
All Median Throughput expression 1.5 ops/s
All Max Throughput expression 1.5 ops/s
All 50th percentile latency expression 42320.9 ms
All 90th percentile latency expression 49283.7 ms
All 99th percentile latency expression 50784.3 ms
All 100th percentile latency expression 51016.3 ms
All 50th percentile service time expression 662.313 ms
All 90th percentile service time expression 695.549 ms
All 99th percentile service time expression 745.112 ms
All 100th percentile service time expression 748.523 ms
All error rate expression 0 %
All Min Throughput painless_static 1.22 ops/s
All Median Throughput painless_static 1.22 ops/s
All Max Throughput painless_static 1.23 ops/s
All 50th percentile latency painless_static 38473 ms
All 90th percentile latency painless_static 45195.8 ms
All 99th percentile latency painless_static 46826.6 ms
All 100th percentile latency painless_static 47005.1 ms
All 50th percentile service time painless_static 830.835 ms
All 90th percentile service time painless_static 860.593 ms
All 99th percentile service time painless_static 899.876 ms
All 100th percentile service time painless_static 914.302 ms
All error rate painless_static 0 %
All Min Throughput painless_dynamic 1.25 ops/s
All Median Throughput painless_dynamic 1.26 ops/s
All Max Throughput painless_dynamic 1.26 ops/s
All 50th percentile latency painless_dynamic 33236.9 ms
All 90th percentile latency painless_dynamic 37948 ms
All 99th percentile latency painless_dynamic 38511.3 ms
All 100th percentile latency painless_dynamic 38571.9 ms
All 50th percentile service time painless_dynamic 801.433 ms
All 90th percentile service time painless_dynamic 826.274 ms
All 99th percentile service time painless_dynamic 843.882 ms
All 100th percentile service time painless_dynamic 845.679 ms
All error rate painless_dynamic 0 %
All 50th percentile latency large_terms 68342.9 ms
All 90th percentile latency large_terms 78261.4 ms
All 99th percentile latency large_terms 80569.4 ms
All 100th percentile latency large_terms 80835.8 ms
All 50th percentile service time large_terms 744.439 ms
All 90th percentile service time large_terms 816.255 ms
All 99th percentile service time large_terms 872.374 ms
All 100th percentile service time large_terms 1008.23 ms
All error rate large_terms 100 %
All Min Throughput large_filtered_terms 0.68 ops/s
All Median Throughput large_filtered_terms 0.68 ops/s
All Max Throughput large_filtered_terms 0.68 ops/s
All 50th percentile latency large_filtered_terms 244523 ms
All 90th percentile latency large_filtered_terms 282439 ms
All 99th percentile latency large_filtered_terms 290532 ms
All 100th percentile latency large_filtered_terms 291504 ms
All 50th percentile service time large_filtered_terms 1469.22 ms
All 90th percentile service time large_filtered_terms 1547.79 ms
All 99th percentile service time large_filtered_terms 1645.82 ms
All 100th percentile service time large_filtered_terms 1674.17 ms
All error rate large_filtered_terms 0 %
All Min Throughput large_prohibited_terms 0.71 ops/s
All Median Throughput large_prohibited_terms 0.71 ops/s
All Max Throughput large_prohibited_terms 0.71 ops/s
All 50th percentile latency large_prohibited_terms 227371 ms
All 90th percentile latency large_prohibited_terms 263557 ms
All 99th percentile latency large_prohibited_terms 272062 ms
All 100th percentile latency large_prohibited_terms 272999 ms
All 50th percentile service time large_prohibited_terms 1439.06 ms
All 90th percentile service time large_prohibited_terms 1515.6 ms
All 99th percentile service time large_prohibited_terms 1558.58 ms
All 100th percentile service time large_prohibited_terms 1620.91 ms
All error rate large_prohibited_terms 0 %

3个节点的规格为4核16G的性能测试数据

Lap Metric Task Value Unit
All Total indexing time 27.8331 min
All Min indexing time per shard 0.0005 min
All Median indexing time per shard 3.29086 min
All Max indexing time per shard 9.55602 min
All Total merge time 12.2841 min
All Min merge time per shard 0 min
All Median merge time per shard 1.51223 min
All Max merge time per shard 3.92565 min
All Total merge throttle time 1.43845 min
All Min merge throttle time per shard 0 min
All Median merge throttle time per shard 0.275592 min
All Max merge throttle time per shard 0.326783 min
All Total refresh time 3.60408 min
All Min refresh time per shard 0.00095 min
All Median refresh time per shard 0.543892 min
All Max refresh time per shard 1.06875 min
All Total flush time 0.35635 min
All Min flush time per shard 0.0005 min
All Median flush time per shard 0.0651 min
All Max flush time per shard 0.0931667 min
All Total Young Gen GC 104.394 s
All Total Old Gen GC 0.847 s
All Store size 3.23382 GB
All Translog size 2.80328e-07 GB
All Heap used for segments 18.1036 MB
All Heap used for doc values 0.0938606 MB
All Heap used for terms 16.9187 MB
All Heap used for norms 0.0733643 MB
All Heap used for points 0.210203 MB
All Heap used for stored fields 0.807449 MB
All Segment count 95
All Min Throughput index-append 35567.1 docs/s
All Median Throughput index-append 36912.3 docs/s
All Max Throughput index-append 37848.3 docs/s
All 50th percentile latency index-append 1055.28 ms
All 90th percentile latency index-append 1412.81 ms
All 99th percentile latency index-append 1717.94 ms
All 99.9th percentile latency index-append 1920.02 ms
All 100th percentile latency index-append 2065.48 ms
All 50th percentile service time index-append 1055.28 ms
All 90th percentile service time index-append 1412.81 ms
All 99th percentile service time index-append 1717.94 ms
All 99.9th percentile service time index-append 1920.02 ms
All 100th percentile service time index-append 2065.48 ms
All error rate index-append 0 %
All Min Throughput index-stats 100.06 ops/s
All Median Throughput index-stats 100.08 ops/s
All Max Throughput index-stats 100.16 ops/s
All 50th percentile latency index-stats 2.32228 ms
All 90th percentile latency index-stats 2.65957 ms
All 99th percentile latency index-stats 3.16584 ms
All 99.9th percentile latency index-stats 9.18318 ms
All 100th percentile latency index-stats 16.1511 ms
All 50th percentile service time index-stats 2.1899 ms
All 90th percentile service time index-stats 2.51514 ms
All 99th percentile service time index-stats 2.98505 ms
All 99.9th percentile service time index-stats 9.03948 ms
All 100th percentile service time index-stats 15.9986 ms
All error rate index-stats 0 %
All Min Throughput node-stats 98.98 ops/s
All Median Throughput node-stats 100.1 ops/s
All Max Throughput node-stats 100.71 ops/s
All 50th percentile latency node-stats 2.81659 ms
All 90th percentile latency node-stats 53.8063 ms
All 99th percentile latency node-stats 114.661 ms
All 99.9th percentile latency node-stats 122.575 ms
All 100th percentile latency node-stats 122.991 ms
All 50th percentile service time node-stats 2.60933 ms
All 90th percentile service time node-stats 3.10416 ms
All 99th percentile service time node-stats 64.7022 ms
All 99.9th percentile service time node-stats 68.7948 ms
All 100th percentile service time node-stats 82.8829 ms
All error rate node-stats 0 %
All Min Throughput default 49.99 ops/s
All Median Throughput default 50.01 ops/s
All Max Throughput default 50.02 ops/s
All 50th percentile latency default 16.8538 ms
All 90th percentile latency default 22.7054 ms
All 99th percentile latency default 76.0139 ms
All 99.9th percentile latency default 87.9406 ms
All 100th percentile latency default 88.9121 ms
All 50th percentile service time default 15.1525 ms
All 90th percentile service time default 18.3716 ms
All 99th percentile service time default 33.6018 ms
All 99.9th percentile service time default 54.2937 ms
All 100th percentile service time default 55.4259 ms
All error rate default 0 %
All Min Throughput term 200.1 ops/s
All Median Throughput term 200.13 ops/s
All Max Throughput term 200.22 ops/s
All 50th percentile latency term 1.69999 ms
All 90th percentile latency term 2.0368 ms
All 99th percentile latency term 13.1274 ms
All 99.9th percentile latency term 27.75 ms
All 100th percentile latency term 31.1873 ms
All 50th percentile service time term 1.62463 ms
All 90th percentile service time term 1.94375 ms
All 99th percentile service time term 2.38524 ms
All 99.9th percentile service time term 26.5261 ms
All 100th percentile service time term 31.1241 ms
All error rate term 0 %
All Min Throughput phrase 200.08 ops/s
All Median Throughput phrase 200.11 ops/s
All Max Throughput phrase 200.2 ops/s
All 50th percentile latency phrase 2.27815 ms
All 90th percentile latency phrase 2.85395 ms
All 99th percentile latency phrase 20.8926 ms
All 99.9th percentile latency phrase 30.6657 ms
All 100th percentile latency phrase 33.2973 ms
All 50th percentile service time phrase 2.17972 ms
All 90th percentile service time phrase 2.59037 ms
All 99th percentile service time phrase 5.60461 ms
All 99.9th percentile service time phrase 27.8504 ms
All 100th percentile service time phrase 33.2352 ms
All error rate phrase 0 %
All Min Throughput country_agg_uncached 4.49 ops/s
All Median Throughput country_agg_uncached 4.51 ops/s
All Max Throughput country_agg_uncached 4.53 ops/s
All 50th percentile latency country_agg_uncached 5709.87 ms
All 90th percentile latency country_agg_uncached 6603.55 ms
All 99th percentile latency country_agg_uncached 6739.35 ms
All 100th percentile latency country_agg_uncached 6754 ms
All 50th percentile service time country_agg_uncached 202.847 ms
All 90th percentile service time country_agg_uncached 311.446 ms
All 99th percentile service time country_agg_uncached 327.048 ms
All 100th percentile service time country_agg_uncached 330.529 ms
All error rate country_agg_uncached 0 %
All Min Throughput country_agg_cached 100.06 ops/s
All Median Throughput country_agg_cached 100.08 ops/s
All Max Throughput country_agg_cached 100.16 ops/s
All 50th percentile latency country_agg_cached 1.96492 ms
All 90th percentile latency country_agg_cached 2.39189 ms
All 99th percentile latency country_agg_cached 4.33621 ms
All 99.9th percentile latency country_agg_cached 13.8494 ms
All 100th percentile latency country_agg_cached 16.3209 ms
All 50th percentile service time country_agg_cached 1.83241 ms
All 90th percentile service time country_agg_cached 2.23993 ms
All 99th percentile service time country_agg_cached 3.86116 ms
All 99.9th percentile service time country_agg_cached 12.0147 ms
All 100th percentile service time country_agg_cached 16.2515 ms
All error rate country_agg_cached 0 %
All Min Throughput scroll 25.05 pages/s
All Median Throughput scroll 25.06 pages/s
All Max Throughput scroll 25.07 pages/s
All 50th percentile latency scroll 417.828 ms
All 90th percentile latency scroll 442.312 ms
All 99th percentile latency scroll 465.759 ms
All 100th percentile latency scroll 470.647 ms
All 50th percentile service time scroll 416.954 ms
All 90th percentile service time scroll 440.984 ms
All 99th percentile service time scroll 465.06 ms
All 100th percentile service time scroll 469.696 ms
All error rate scroll 0 %
All Min Throughput expression 2 ops/s
All Median Throughput expression 2 ops/s
All Max Throughput expression 2 ops/s
All 50th percentile latency expression 447.707 ms
All 90th percentile latency expression 645.457 ms
All 99th percentile latency expression 797.761 ms
All 100th percentile latency expression 800.635 ms
All 50th percentile service time expression 415.194 ms
All 90th percentile service time expression 578.452 ms
All 99th percentile service time expression 657.037 ms
All 100th percentile service time expression 658.901 ms
All error rate expression 0 %
All Min Throughput painless_static 1.5 ops/s
All Median Throughput painless_static 1.5 ops/s
All Max Throughput painless_static 1.5 ops/s
All 50th percentile latency painless_static 537.655 ms
All 90th percentile latency painless_static 616.08 ms
All 99th percentile latency painless_static 671.851 ms
All 100th percentile latency painless_static 709.106 ms
All 50th percentile service time painless_static 536.75 ms
All 90th percentile service time painless_static 615.588 ms
All 99th percentile service time painless_static 671.551 ms
All 100th percentile service time painless_static 708.876 ms
All error rate painless_static 0 %
All Min Throughput painless_dynamic 1.5 ops/s
All Median Throughput painless_dynamic 1.5 ops/s
All Max Throughput painless_dynamic 1.5 ops/s
All 50th percentile latency painless_dynamic 496.759 ms
All 90th percentile latency painless_dynamic 599.603 ms
All 99th percentile latency painless_dynamic 731.211 ms
All 100th percentile latency painless_dynamic 750.379 ms
All 50th percentile service time painless_dynamic 496.493 ms
All 90th percentile service time painless_dynamic 599.24 ms
All 99th percentile service time painless_dynamic 730.824 ms
All 100th percentile service time painless_dynamic 750.084 ms
All error rate painless_dynamic 0 %
All Min Throughput large_filtered_terms 1.33 ops/s
All Median Throughput large_filtered_terms 1.33 ops/s
All Max Throughput large_filtered_terms 1.34 ops/s
All 50th percentile latency large_filtered_terms 62890.7 ms
All 90th percentile latency large_filtered_terms 73323.6 ms
All 99th percentile latency large_filtered_terms 75813.5 ms
All 100th percentile latency large_filtered_terms 76013.6 ms
All 50th percentile service time large_filtered_terms 744.717 ms
All 90th percentile service time large_filtered_terms 856.755 ms
All 99th percentile service time large_filtered_terms 899.04 ms
All 100th percentile service time large_filtered_terms 954.063 ms
All error rate large_filtered_terms 0 %
All Min Throughput large_prohibited_terms 1.34 ops/s
All Median Throughput large_prohibited_terms 1.35 ops/s
All Max Throughput large_prohibited_terms 1.36 ops/s
All 50th percentile latency large_prohibited_terms 60786 ms
All 90th percentile latency large_prohibited_terms 70698.7 ms
All 99th percentile latency large_prohibited_terms 73464.7 ms
All 100th percentile latency large_prohibited_terms 73519.4 ms
All 50th percentile service time large_prohibited_terms 744.162 ms
All 90th percentile service time large_prohibited_terms 855.295 ms
All 99th percentile service time large_prohibited_terms 891.476 ms
All 100th percentile service time large_prohibited_terms 937.429 ms
All error rate large_prohibited_terms 0 %

两次性能测试的结果比较

Metric Task Baseline Contender Diff Unit
Total indexing time 30.552 27.8331 -2.71892 min
Min indexing time per shard 0.000616667 0.0005 -0.00012 min
Median indexing time per shard 4.13957 3.29086 -0.84872 min
Max indexing time per shard 9.49823 9.55602 0.05778 min
Total merge time 16.5894 12.2841 -4.30537 min
Min merge time per shard 0 0 0 min
Median merge time per shard 2.55336 1.51223 -1.04113 min
Max merge time per shard 4.83708 3.92565 -0.91143 min
Total merge throttle time 1.4114 1.43845 0.02705 min
Min merge throttle time per shard 0 0 0 min
Median merge throttle time per shard 0.25795 0.275592 0.01764 min
Max merge throttle time per shard 0.325433 0.326783 0.00135 min
Total refresh time 6.59383 3.60408 -2.98975 min
Min refresh time per shard 0.000816667 0.00095 0.00013 min
Median refresh time per shard 0.9831 0.543892 -0.43921 min
Max refresh time per shard 1.95182 1.06875 -0.88307 min
Total flush time 0.282533 0.35635 0.07382 min
Min flush time per shard 0.000266667 0.0005 0.00023 min
Median flush time per shard 0.0547 0.0651 0.0104 min
Max flush time per shard 0.0627 0.0931667 0.03047 min
Total Young Gen GC 200.74 104.394 -96.346 s
Total Old Gen GC 1.792 0.847 -0.945 s
Store size 3.17049 3.23382 0.06333 GB
Translog size 2.80328e-07 2.80328e-07 0 GB
Heap used for segments 18.1484 18.1036 -0.04482 MB
Heap used for doc values 0.097908 0.0938606 -0.00405 MB
Heap used for terms 16.9487 16.9187 -0.02993 MB
Heap used for norms 0.0726929 0.0733643 0.00067 MB
Heap used for points 0.216206 0.210203 -0.006 MB
Heap used for stored fields 0.812965 0.807449 -0.00552 MB
Segment count 96 95 -1
Min Throughput index-append 18145 35567.1 17422.2 docs/s
Median Throughput index-append 18820.2 36912.3 18092.1 docs/s
Max Throughput index-append 19774.6 37848.3 18073.7 docs/s
50th percentile latency index-append 2041.05 1055.28 -985.765 ms
90th percentile latency index-append 2792.47 1412.81 -1379.67 ms
99th percentile latency index-append 3716.86 1717.94 -1998.92 ms
99.9th percentile latency index-append 4291.14 1920.02 -2371.12 ms
100th percentile latency index-append 4428.68 2065.48 -2363.2 ms
50th percentile service time index-append 2041.05 1055.28 -985.765 ms
90th percentile service time index-append 2792.47 1412.81 -1379.67 ms
99th percentile service time index-append 3716.86 1717.94 -1998.92 ms
99.9th percentile service time index-append 4291.14 1920.02 -2371.12 ms
100th percentile service time index-append 4428.68 2065.48 -2363.2 ms
error rate index-append 0 0 0 %
Min Throughput index-stats 100.027 100.057 0.02979 ops/s
Median Throughput index-stats 100.073 100.081 0.00781 ops/s
Max Throughput index-stats 100.143 100.157 0.01489 ops/s
50th percentile latency index-stats 2.40418 2.32228 -0.08191 ms
90th percentile latency index-stats 3.28969 2.65957 -0.63012 ms
99th percentile latency index-stats 14.018 3.16584 -10.8522 ms
99.9th percentile latency index-stats 22.3686 9.18318 -13.1855 ms
100th percentile latency index-stats 24.6219 16.1511 -8.47073 ms
50th percentile service time index-stats 2.25166 2.1899 -0.06176 ms
90th percentile service time index-stats 3.03377 2.51514 -0.51862 ms
99th percentile service time index-stats 10.3106 2.98505 -7.32559 ms
99.9th percentile service time index-stats 22.1934 9.03948 -13.1539 ms
100th percentile service time index-stats 24.4795 15.9986 -8.48091 ms
error rate index-stats 0 0 0 %
Min Throughput node-stats 99.1942 98.9846 -0.20967 ops/s
Median Throughput node-stats 100.138 100.101 -0.03696 ops/s
Max Throughput node-stats 100.762 100.71 -0.05179 ops/s
50th percentile latency node-stats 2.78576 2.81659 0.03083 ms
90th percentile latency node-stats 57.8865 53.8063 -4.08021 ms
99th percentile latency node-stats 124.952 114.661 -10.2909 ms
99.9th percentile latency node-stats 179.015 122.575 -56.4391 ms
100th percentile latency node-stats 185.806 122.991 -62.8153 ms
50th percentile service time node-stats 2.53587 2.60933 0.07346 ms
90th percentile service time node-stats 4.43647 3.10416 -1.33231 ms
99th percentile service time node-stats 71.4676 64.7022 -6.76531 ms
99.9th percentile service time node-stats 105.7 68.7948 -36.9053 ms
100th percentile service time node-stats 107.373 82.8829 -24.4904 ms
error rate node-stats 0 0 0 %
Min Throughput default 24.7774 49.9937 25.2162 ops/s
Median Throughput default 24.8603 50.0116 25.1513 ops/s
Max Throughput default 25.3624 50.0204 24.6579 ops/s
50th percentile latency default 20245.4 16.8538 -20228.6 ms
90th percentile latency default 28478.9 22.7054 -28456.2 ms
99th percentile latency default 30327.1 76.0139 -30251.1 ms
99.9th percentile latency default 30494.6 87.9406 -30406.7 ms
100th percentile latency default 30515.1 88.9121 -30426.2 ms
50th percentile service time default 39.7821 15.1525 -24.6296 ms
90th percentile service time default 42.3616 18.3716 -23.99 ms
99th percentile service time default 68.9103 33.6018 -35.3085 ms
99.9th percentile service time default 86.6771 54.2937 -32.3834 ms
100th percentile service time default 98.6355 55.4259 -43.2096 ms
error rate default 0 0 0 %
Min Throughput term 199.876 200.1 0.2245 ops/s
Median Throughput term 200.099 200.133 0.0342 ops/s
Max Throughput term 200.202 200.215 0.01285 ops/s
50th percentile latency term 1.77077 1.69999 -0.07078 ms
90th percentile latency term 3.274 2.0368 -1.2372 ms
99th percentile latency term 13.5938 13.1274 -0.46647 ms
99.9th percentile latency term 18.7991 27.75 8.95095 ms
100th percentile latency term 21.992 31.1873 9.19533 ms
50th percentile service time term 1.67021 1.62463 -0.04558 ms
90th percentile service time term 2.18404 1.94375 -0.24029 ms
99th percentile service time term 8.68671 2.38524 -6.30147 ms
99.9th percentile service time term 18.2481 26.5261 8.27804 ms
100th percentile service time term 21.9286 31.1241 9.1955 ms
error rate term 0 0 0 %
Min Throughput phrase 199.975 200.081 0.10604 ops/s
Median Throughput phrase 200.076 200.106 0.03004 ops/s
Max Throughput phrase 200.186 200.199 0.01308 ops/s
50th percentile latency phrase 2.3951 2.27815 -0.11695 ms
90th percentile latency phrase 6.60669 2.85395 -3.75274 ms
99th percentile latency phrase 17.4791 20.8926 3.41344 ms
99.9th percentile latency phrase 22.7571 30.6657 7.90855 ms
100th percentile latency phrase 25.6412 33.2973 7.65606 ms
50th percentile service time phrase 2.25227 2.17972 -0.07255 ms
90th percentile service time phrase 3.17436 2.59037 -0.58398 ms
99th percentile service time phrase 13.4409 5.60461 -7.83625 ms
99.9th percentile service time phrase 18.4939 27.8504 9.35651 ms
100th percentile service time phrase 21.6504 33.2352 11.5848 ms
error rate phrase 0 0 0 %
Min Throughput country_agg_uncached 2.84487 4.49283 1.64796 ops/s
Median Throughput country_agg_uncached 2.8532 4.51024 1.65704 ops/s
Max Throughput country_agg_uncached 2.87273 4.53038 1.65765 ops/s
50th percentile latency country_agg_uncached 37897 5709.87 -32187.1 ms
90th percentile latency country_agg_uncached 44135.1 6603.55 -37531.5 ms
99th percentile latency country_agg_uncached 45503.2 6739.35 -38763.8 ms
100th percentile latency country_agg_uncached 45660.9 6754 -38906.9 ms
50th percentile service time country_agg_uncached 357.96 202.847 -155.113 ms
90th percentile service time country_agg_uncached 369.897 311.446 -58.4507 ms
99th percentile service time country_agg_uncached 393.634 327.048 -66.5867 ms
100th percentile service time country_agg_uncached 397.856 330.529 -67.3262 ms
error rate country_agg_uncached 0 0 0 %
Min Throughput country_agg_cached 100.043 100.06 0.01706 ops/s
Median Throughput country_agg_cached 100.079 100.085 0.00537 ops/s
Max Throughput country_agg_cached 100.156 100.158 0.00189 ops/s
50th percentile latency country_agg_cached 2.11152 1.96492 -0.1466 ms
90th percentile latency country_agg_cached 2.97139 2.39189 -0.5795 ms
99th percentile latency country_agg_cached 10.6774 4.33621 -6.34122 ms
99.9th percentile latency country_agg_cached 15.5726 13.8494 -1.72319 ms
100th percentile latency country_agg_cached 18.1987 16.3209 -1.87776 ms
50th percentile service time country_agg_cached 1.9665 1.83241 -0.13409 ms
90th percentile service time country_agg_cached 2.73417 2.23993 -0.49424 ms
99th percentile service time country_agg_cached 9.993 3.86116 -6.13183 ms
99.9th percentile service time country_agg_cached 15.4348 12.0147 -3.42004 ms
100th percentile service time country_agg_cached 18.0494 16.2515 -1.79787 ms
error rate country_agg_cached 0 0 0 %
Min Throughput scroll 25.0409 25.0464 0.00557 pages/s
Median Throughput scroll 25.052 25.058 0.00602 pages/s
Max Throughput scroll 25.0689 25.0746 0.00575 pages/s
50th percentile latency scroll 471.178 417.828 -53.3504 ms
90th percentile latency scroll 503.083 442.312 -60.7705 ms
99th percentile latency scroll 526.2 465.759 -60.441 ms
100th percentile latency scroll 526.85 470.647 -56.2037 ms
50th percentile service time scroll 470.224 416.954 -53.2696 ms
90th percentile service time scroll 502.27 440.984 -61.2861 ms
99th percentile service time scroll 525.285 465.06 -60.2245 ms
100th percentile service time scroll 526.194 469.696 -56.4987 ms
error rate scroll 0 0 0 %
Min Throughput expression 1.4903 1.99539 0.50509 ops/s
Median Throughput expression 1.49677 2.00088 0.50411 ops/s
Max Throughput expression 1.49942 2.00179 0.50237 ops/s
50th percentile latency expression 42320.9 447.707 -41873.2 ms
90th percentile latency expression 49283.7 645.457 -48638.2 ms
99th percentile latency expression 50784.3 797.761 -49986.5 ms
100th percentile latency expression 51016.3 800.635 -50215.7 ms
50th percentile service time expression 662.313 415.194 -247.119 ms
90th percentile service time expression 695.549 578.452 -117.097 ms
99th percentile service time expression 745.112 657.037 -88.0755 ms
100th percentile service time expression 748.523 658.901 -89.6215 ms
error rate expression 0 0 0 %
Min Throughput painless_static 1.21784 1.49963 0.28179 ops/s
Median Throughput painless_static 1.22308 1.50109 0.27801 ops/s
Max Throughput painless_static 1.22531 1.50161 0.27629 ops/s
50th percentile latency painless_static 38473 537.655 -37935.3 ms
90th percentile latency painless_static 45195.8 616.08 -44579.7 ms
99th percentile latency painless_static 46826.6 671.851 -46154.7 ms
100th percentile latency painless_static 47005.1 709.106 -46296 ms
50th percentile service time painless_static 830.835 536.75 -294.085 ms
90th percentile service time painless_static 860.593 615.588 -245.006 ms
99th percentile service time painless_static 899.876 671.551 -228.325 ms
100th percentile service time painless_static 914.302 708.876 -205.426 ms
error rate painless_static 0 0 0 %
Min Throughput painless_dynamic 1.25417 1.49933 0.24517 ops/s
Median Throughput painless_dynamic 1.25661 1.50155 0.24495 ops/s
Max Throughput painless_dynamic 1.26066 1.50214 0.24148 ops/s
50th percentile latency painless_dynamic 33236.9 496.759 -32740.2 ms
90th percentile latency painless_dynamic 37948 599.603 -37348.4 ms
99th percentile latency painless_dynamic 38511.3 731.211 -37780.1 ms
100th percentile latency painless_dynamic 38571.9 750.379 -37821.5 ms
50th percentile service time painless_dynamic 801.433 496.493 -304.941 ms
90th percentile service time painless_dynamic 826.274 599.24 -227.034 ms
99th percentile service time painless_dynamic 843.882 730.824 -113.059 ms
100th percentile service time painless_dynamic 845.679 750.084 -95.5956 ms
error rate painless_dynamic 0 0 0 %
50th percentile latency large_terms 68342.9 423.816 -67919.1 ms
90th percentile latency large_terms 78261.4 478.494 -77782.9 ms
99th percentile latency large_terms 80569.4 484.157 -80085.3 ms
100th percentile latency large_terms 80835.8 490.81 -80345 ms
50th percentile service time large_terms 744.439 423.455 -320.984 ms
90th percentile service time large_terms 816.255 478.12 -338.135 ms
99th percentile service time large_terms 872.374 483.88 -388.494 ms
100th percentile service time large_terms 1008.23 490.257 -517.973 ms
error rate large_terms 100 100 0 %
Min Throughput large_filtered_terms 0.677264 1.33 0.65274 ops/s
Median Throughput large_filtered_terms 0.67843 1.33416 0.65573 ops/s
Max Throughput large_filtered_terms 0.680318 1.3395 0.65918 ops/s
50th percentile latency large_filtered_terms 244523 62890.7 -181632 ms
90th percentile latency large_filtered_terms 282439 73323.6 -209115 ms
99th percentile latency large_filtered_terms 290532 75813.5 -214718 ms
100th percentile latency large_filtered_terms 291504 76013.6 -215491 ms
50th percentile service time large_filtered_terms 1469.22 744.717 -724.505 ms
90th percentile service time large_filtered_terms 1547.79 856.755 -691.033 ms
99th percentile service time large_filtered_terms 1645.82 899.04 -746.78 ms
100th percentile service time large_filtered_terms 1674.17 954.063 -720.106 ms
error rate large_filtered_terms 0 0 0 %
Min Throughput large_prohibited_terms 0.71006 1.34404 0.63398 ops/s
Median Throughput large_prohibited_terms 0.711689 1.34935 0.63766 ops/s
Max Throughput large_prohibited_terms 0.713347 1.3557 0.64235 ops/s
50th percentile latency large_prohibited_terms 227371 60786 -166585 ms
90th percentile latency large_prohibited_terms 263557 70698.7 -192858 ms
99th percentile latency large_prohibited_terms 272062 73464.7 -198598 ms
100th percentile latency large_prohibited_terms 272999 73519.4 -199480 ms
50th percentile service time large_prohibited_terms 1439.06 744.162 -694.895 ms
90th percentile service time large_prohibited_terms 1515.6 855.295 -660.302 ms
99th percentile service time large_prohibited_terms 1558.58 891.476 -667.105 ms
100th percentile service time large_prohibited_terms 1620.91 937.429 -683.483 ms
error rate large_prohibited_terms 0 0 0 %
更新时间:2019-05-30 16:28:04