• JDK17 对es带来的性能提升基准测试报告

    说明

    本文不涉及到工具如何使用的介绍。只有测试结论，以及全部的测试结果，测试过程。

    测试需求

    网传说JDK17各方面(尤其是G1垃圾回收器，低延迟，高吞吐量)都有比较不错的提升。

    JDK17提升相关介绍：https://blog.csdn.net/best_luxi/article/details/121768142

    ES和lucene都是使用Java语言开发的。它们都运行在JVM虚拟机上，JDK的进步一定程度上提升es的性能。基于这个点，对JDK1.8和JDK17做一个对比。

    测试工具

    使用es官方的EsRally压测工具来压测集群。esrally 是 elastic 官方开源的一款基于 python3 实现的针对 es 的压测工具，源码地址为https://github.com/elastic/rally，
    相关博客介绍在这里。esrally主要功能如下：

    1、自动创建、压测和销毁 es 集群
    2、可分 es 版本管理压测数据和方案
    3、完善的压测数据展示，支持不同压测之间的数据对比分析，也可以将数据存储到指定的es中进行二次分析
    4、支持收集 JVM 详细信息，比如内存、GC等数据来定位性能问题

    环境介绍

    单台机器三个节点压测，切换不同版本的JDK，垃圾回收器使用G1。

    集群规模总内存ES堆内存垃圾回收器对比JDK版本磁盘CPU
    单台机器，三个节点组成集群376G6.8.0每个节点31GG1JDK1.8 -VS- JDK17每个节点写一块盘，每块盘1.8T，磁盘类型为SSDIntel® Xeon® Silver 4210R CPU @ 2.40GHz 40核心

    测试场景

    测试主要覆盖以下三个场景，包括 pmc、noaa、percolator，以上三个场景是压测工具esrally中的说法，它对应的是编写好的测试用例，和提供好的测试数据。

    测试场景场景说明
    pmc里边包含了 search 、term 、 match_phrase 、 date_histogram 、 match_all 的滚动查询
    noaarange范围查询，term+range，range + agg, range + sort, range + sort + agg（多层agg） date_histogram ，aggs terms
    percolatorquery 相关

    测试结果汇总

    写入性能

    整理上来看，写入性能略有提升。

    测试场景（写）JDK1.8JDK17提升说明
    pmc74.9166 min72.6961 min3%这里是记录的写相同的数据使用的时间，测试数据是取多轮结果的均值
    noaa41.7912 min38.5719 min7%这里是记录的写相同的数据使用的时间，测试数据是取多轮结果的均值
    percolator1.52436 min1.3835 min9%这里是记录的写相同的数据使用的时间，测试数据是取多轮结果的均值

    查询性能

    测试场景JDK1.8JDK17提升说明
    term8.8753 ms8.001 ms9.8%取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。
    phrase20.2827 ms10.3129 ms49%取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。
    articles_monthly_agg_uncached26.1105 ms27.7638 ms-6.3%取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。
    articles_monthly_agg_cached5.4818 ms3.2448 ms40 %取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。
    scroll878.66 ms977.17 ms-11%取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。
    range_field_big_range301.483 ms301.60 ms基本没有变化取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。
    range_field_small_range118.640267.3542 ms43%取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。
    query60.117558.8929 ms2%取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。
    高亮10.549615.2228 ms-40%取值指标为：100th percentile service time。也就是百分百请求成功响应结果。测试为多轮的平均值。

    测试数据

    JDK 17 + es6.8 + pmc场景 第一轮

    [root@es09 ~]# esrally race --track=pmc --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    [INFO] Race id is [a9292a33-a87c-410d-8095-a1b8560b6a2b]
    [INFO] Racing on track [pmc], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running put-settings [100% done]
    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index-append [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running default [100% done]
    Running term [100% done]
    Running phrase [100% done]
    Running articles_monthly_agg_uncached [100% done]
    Running articles_monthly_agg_cached [100% done]
    Running scroll [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards73.8599min
    Min cumulative indexing time across primary shards12.3538min
    Median cumulative indexing time across primary shards15.0921min
    Max cumulative indexing time across primary shards16.1241min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards37.711min
    Cumulative merge count of primary shards431
    Min cumulative merge time across primary shards7.09765min
    Median cumulative merge time across primary shards7.4894min
    Max cumulative merge time across primary shards8.17682min
    Cumulative merge throttle time of primary shards13.8432min
    Min cumulative merge throttle time across primary shards2.35178min
    Median cumulative merge throttle time across primary shards2.52672min
    Max cumulative merge throttle time across primary shards3.777min
    Cumulative refresh time of primary shards5.20143min
    Cumulative refresh count of primary shards745
    Min cumulative refresh time across primary shards0.994533min
    Median cumulative refresh time across primary shards1.04797min
    Max cumulative refresh time across primary shards1.07787min
    Cumulative flush time of primary shards1.60493min
    Cumulative flush count of primary shards48
    Min cumulative flush time across primary shards0.1925min
    Median cumulative flush time across primary shards0.345267min
    Max cumulative flush time across primary shards0.383983min
    Total Young Gen GC time2.14s
    Total Young Gen GC count41
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size20.1879GB
    Translog size2.68032GB
    Heap used for segments13.0638MB
    Heap used for doc values0.000324249MB
    Heap used for terms11.2218MB
    Heap used for norms0.00152588MB
    Heap used for points0.0087986MB
    Heap used for stored fields1.83133MB
    Segment count5
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    error rateindex-append0%
    Min Throughputdefault20.02ops/s
    Mean Throughputdefault20.03ops/s
    Median Throughputdefault20.03ops/s
    Max Throughputdefault20.03ops/s
    50th percentile latencydefault5.85139ms
    90th percentile latencydefault6.69088ms
    99th percentile latencydefault7.9304ms
    100th percentile latencydefault9.39543ms
    50th percentile service timedefault5.12919ms
    90th percentile service timedefault5.86536ms
    99th percentile service timedefault6.63231ms
    100th percentile service timedefault8.28812ms
    error ratedefault0%
    Min Throughputterm20.02ops/s
    Mean Throughputterm20.03ops/s
    Median Throughputterm20.03ops/s
    Max Throughputterm20.03ops/s
    50th percentile latencyterm4.56994ms
    90th percentile latencyterm5.19098ms
    99th percentile latencyterm5.75968ms
    100th percentile latencyterm6.89428ms
    50th percentile service timeterm3.86802ms
    90th percentile service timeterm4.15926ms
    99th percentile service timeterm4.99608ms
    100th percentile service timeterm6.46242ms
    error rateterm0%
    Min Throughputphrase20.03ops/s
    Mean Throughputphrase20.03ops/s
    Median Throughputphrase20.03ops/s
    Max Throughputphrase20.03ops/s
    50th percentile latencyphrase3.90095ms
    90th percentile latencyphrase4.31383ms
    99th percentile latencyphrase5.04612ms
    100th percentile latencyphrase8.86926ms
    50th percentile service timephrase3.0558ms
    90th percentile service timephrase3.23401ms
    99th percentile service timephrase4.62631ms
    100th percentile service timephrase7.68649ms
    error ratephrase0%
    Min Throughputarticles_monthly_agg_uncached20.02ops/s
    Mean Throughputarticles_monthly_agg_uncached20.02ops/s
    Median Throughputarticles_monthly_agg_uncached20.02ops/s
    Max Throughputarticles_monthly_agg_uncached20.03ops/s
    50th percentile latencyarticles_monthly_agg_uncached10.413ms
    90th percentile latencyarticles_monthly_agg_uncached14.1392ms
    99th percentile latencyarticles_monthly_agg_uncached29.7243ms
    100th percentile latencyarticles_monthly_agg_uncached31.2707ms
    50th percentile service timearticles_monthly_agg_uncached9.47316ms
    90th percentile service timearticles_monthly_agg_uncached13.4355ms
    99th percentile service timearticles_monthly_agg_uncached29.0287ms
    100th percentile service timearticles_monthly_agg_uncached30.1349ms
    error ratearticles_monthly_agg_uncached0%
    Min Throughputarticles_monthly_agg_cached20.02ops/s
    Mean Throughputarticles_monthly_agg_cached20.02ops/s
    Median Throughputarticles_monthly_agg_cached20.02ops/s
    Max Throughputarticles_monthly_agg_cached20.03ops/s
    50th percentile latencyarticles_monthly_agg_cached2.6421ms
    90th percentile latencyarticles_monthly_agg_cached3.06131ms
    99th percentile latencyarticles_monthly_agg_cached3.49871ms
    100th percentile latencyarticles_monthly_agg_cached4.40272ms
    50th percentile service timearticles_monthly_agg_cached1.7113ms
    90th percentile service timearticles_monthly_agg_cached1.90315ms
    99th percentile service timearticles_monthly_agg_cached2.15277ms
    100th percentile service timearticles_monthly_agg_cached3.95557ms
    error ratearticles_monthly_agg_cached0%
    Min Throughputscroll12.54pages/s
    Mean Throughputscroll12.57pages/s
    Median Throughputscroll12.56pages/s
    Max Throughputscroll12.62pages/s
    50th percentile latencyscroll988.373ms
    90th percentile latencyscroll1016.68ms
    99th percentile latencyscroll1043.46ms
    100th percentile latencyscroll1049.34ms
    50th percentile service timescroll985.909ms
    90th percentile service timescroll1013.08ms
    99th percentile service timescroll1041.04ms
    100th percentile service timescroll1046.64ms
    error ratescroll0%

    [WARNING] No throughput metrics available for [index-append]. Likely cause: The benchmark ended already during warmup.

    [INFO] SUCCESS (took 904 seconds)

    JDK 17 + es6.8 + pmc场景 第二轮

    [root@es09 ~]# esrally race --track=pmc --target-hosts=10.10.10.10：9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    [INFO] Race id is [80963f39-6cec-459e-80a4-fd10fd95c9ff]
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [INFO] Racing on track [pmc], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running put-settings [100% done]
    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index-append [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running default [100% done]
    Running term [100% done]
    Running phrase [100% done]
    Running articles_monthly_agg_uncached [100% done]
    Running articles_monthly_agg_cached [100% done]
    Running scroll [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards71.5323min
    Min cumulative indexing time across primary shards13.0452min
    Median cumulative indexing time across primary shards14.5568min
    Max cumulative indexing time across primary shards14.9076min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards37.858min
    Cumulative merge count of primary shards452
    Min cumulative merge time across primary shards6.69525min
    Median cumulative merge time across primary shards7.66472min
    Max cumulative merge time across primary shards8.14165min
    Cumulative merge throttle time of primary shards15.1053min
    Min cumulative merge throttle time across primary shards2.33935min
    Median cumulative merge throttle time across primary shards3.11728min
    Max cumulative merge throttle time across primary shards3.457min
    Cumulative refresh time of primary shards4.80743min
    Cumulative refresh count of primary shards750
    Min cumulative refresh time across primary shards0.888867min
    Median cumulative refresh time across primary shards0.969017min
    Max cumulative refresh time across primary shards1.0576min
    Cumulative flush time of primary shards1.4485min
    Cumulative flush count of primary shards49
    Min cumulative flush time across primary shards0.205017min
    Median cumulative flush time across primary shards0.304067min
    Max cumulative flush time across primary shards0.342417min
    Total Young Gen GC time1.684s
    Total Young Gen GC count43
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size20.1871GB
    Translog size2.62156GB
    Heap used for segments13.056MB
    Heap used for doc values0.000324249MB
    Heap used for terms11.2158MB
    Heap used for norms0.00152588MB
    Heap used for points0.00882435MB
    Heap used for stored fields1.82959MB
    Segment count5
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    error rateindex-append0%
    Min Throughputdefault20.02ops/s
    Mean Throughputdefault20.03ops/s
    Median Throughputdefault20.03ops/s
    Max Throughputdefault20.03ops/s
    50th percentile latencydefault6.67353ms
    90th percentile latencydefault7.40282ms
    99th percentile latencydefault8.19464ms
    100th percentile latencydefault9.03686ms
    50th percentile service timedefault6.04046ms
    90th percentile service timedefault6.38321ms
    99th percentile service timedefault7.34572ms
    100th percentile service timedefault7.77082ms
    error ratedefault0%
    Min Throughputterm20.03ops/s
    Mean Throughputterm20.03ops/s
    Median Throughputterm20.03ops/s
    Max Throughputterm20.03ops/s
    50th percentile latencyterm3.9522ms
    90th percentile latencyterm4.40202ms
    99th percentile latencyterm5.60051ms
    100th percentile latencyterm10.4281ms
    50th percentile service timeterm3.15715ms
    90th percentile service timeterm3.41572ms
    99th percentile service timeterm5.02143ms
    100th percentile service timeterm9.54043ms
    error rateterm0%
    Min Throughputphrase20.03ops/s
    Mean Throughputphrase20.03ops/s
    Median Throughputphrase20.03ops/s
    Max Throughputphrase20.03ops/s
    50th percentile latencyphrase3.81188ms
    90th percentile latencyphrase4.49728ms
    99th percentile latencyphrase7.08481ms
    100th percentile latencyphrase13.3173ms
    50th percentile service timephrase2.90896ms
    90th percentile service timephrase3.43949ms
    99th percentile service timephrase6.07183ms
    100th percentile service timephrase12.9395ms
    error ratephrase0%
    Min Throughputarticles_monthly_agg_uncached20.02ops/s
    Mean Throughputarticles_monthly_agg_uncached20.02ops/s
    Median Throughputarticles_monthly_agg_uncached20.02ops/s
    Max Throughputarticles_monthly_agg_uncached20.03ops/s
    50th percentile latencyarticles_monthly_agg_uncached10.2236ms
    90th percentile latencyarticles_monthly_agg_uncached11.4267ms
    99th percentile latencyarticles_monthly_agg_uncached25.3997ms
    100th percentile latencyarticles_monthly_agg_uncached25.819ms
    50th percentile service timearticles_monthly_agg_uncached9.31745ms
    90th percentile service timearticles_monthly_agg_uncached10.672ms
    99th percentile service timearticles_monthly_agg_uncached24.5584ms
    100th percentile service timearticles_monthly_agg_uncached25.3928ms
    error ratearticles_monthly_agg_uncached0%
    Min Throughputarticles_monthly_agg_cached20.02ops/s
    Mean Throughputarticles_monthly_agg_cached20.02ops/s
    Median Throughputarticles_monthly_agg_cached20.02ops/s
    Max Throughputarticles_monthly_agg_cached20.03ops/s
    50th percentile latencyarticles_monthly_agg_cached2.44867ms
    90th percentile latencyarticles_monthly_agg_cached2.8025ms
    99th percentile latencyarticles_monthly_agg_cached3.06041ms
    100th percentile latencyarticles_monthly_agg_cached3.30295ms
    50th percentile service timearticles_monthly_agg_cached1.5404ms
    90th percentile service timearticles_monthly_agg_cached1.76709ms
    99th percentile service timearticles_monthly_agg_cached1.98021ms
    100th percentile service timearticles_monthly_agg_cached2.53415ms
    error ratearticles_monthly_agg_cached0%
    Min Throughputscroll12.55pages/s
    Mean Throughputscroll12.58pages/s
    Median Throughputscroll12.57pages/s
    Max Throughputscroll12.64pages/s
    50th percentile latencyscroll846.843ms
    90th percentile latencyscroll868.576ms
    99th percentile latencyscroll889.236ms
    100th percentile latencyscroll911.05ms
    50th percentile service timescroll844.297ms
    90th percentile service timescroll866.044ms
    99th percentile service timescroll886.51ms
    100th percentile service timescroll907.71ms
    error ratescroll0%

    [WARNING] No throughput metrics available for [index-append]. Likely cause: The benchmark ended already during warmup.

    [INFO] SUCCESS (took 1045 seconds)

    JDK 1.8 + es6.8 + pmc场景 第一轮

    [root@es09 ~]# esrally race --track=pmc --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    ____        ____

    • 1

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

    [INFO] Race id is [24598e6e-e881-453b-b65d-4a81c01a7ff3]
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [INFO] Racing on track [pmc], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running put-settings [100% done]
    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index-append [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running default [100% done]
    Running term [100% done]
    Running phrase [100% done]
    Running articles_monthly_agg_uncached [100% done]
    Running articles_monthly_agg_cached [100% done]
    Running scroll [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards75.6648min
    Min cumulative indexing time across primary shards14.7586min
    Median cumulative indexing time across primary shards14.8591min
    Max cumulative indexing time across primary shards15.8476min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards38.6138min
    Cumulative merge count of primary shards448
    Min cumulative merge time across primary shards7.14153min
    Median cumulative merge time across primary shards7.73165min
    Max cumulative merge time across primary shards8.4385min
    Cumulative merge throttle time of primary shards15.0725min
    Min cumulative merge throttle time across primary shards2.4066min
    Median cumulative merge throttle time across primary shards3.04638min
    Max cumulative merge throttle time across primary shards3.46637min
    Cumulative refresh time of primary shards5.04645min
    Cumulative refresh count of primary shards751
    Min cumulative refresh time across primary shards0.948883min
    Median cumulative refresh time across primary shards0.979267min
    Max cumulative refresh time across primary shards1.1149min
    Cumulative flush time of primary shards1.46238min
    Cumulative flush count of primary shards48
    Min cumulative flush time across primary shards0.192917min
    Median cumulative flush time across primary shards0.31285min
    Max cumulative flush time across primary shards0.357783min
    Total Young Gen GC time3.701s
    Total Young Gen GC count43
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size20.1885GB
    Translog size2.70994GB
    Heap used for segments13.0594MB
    Heap used for doc values0.000324249MB
    Heap used for terms11.2197MB
    Heap used for norms0.00152588MB
    Heap used for points0.00882435MB
    Heap used for stored fields1.829MB
    Segment count5
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    error rateindex-append0%
    Min Throughputdefault20ops/s
    Mean Throughputdefault20ops/s
    Median Throughputdefault20ops/s
    Max Throughputdefault20ops/s
    50th percentile latencydefault6.34616ms
    90th percentile latencydefault7.24209ms
    99th percentile latencydefault9.11239ms
    100th percentile latencydefault27.4833ms
    50th percentile service timedefault5.55141ms
    90th percentile service timedefault6.19549ms
    99th percentile service timedefault8.3654ms
    100th percentile service timedefault26.4744ms
    error ratedefault0%
    Min Throughputterm20.02ops/s
    Mean Throughputterm20.02ops/s
    Median Throughputterm20.02ops/s
    Max Throughputterm20.02ops/s
    50th percentile latencyterm4.16893ms
    90th percentile latencyterm4.65915ms
    99th percentile latencyterm5.83338ms
    100th percentile latencyterm7.02082ms
    50th percentile service timeterm3.28686ms
    90th percentile service timeterm3.70059ms
    99th percentile service timeterm4.96878ms
    100th percentile service timeterm6.07929ms
    error rateterm0%
    Min Throughputphrase20.02ops/s
    Mean Throughputphrase20.02ops/s
    Median Throughputphrase20.02ops/s
    Max Throughputphrase20.02ops/s
    50th percentile latencyphrase4.33422ms
    90th percentile latencyphrase4.85815ms
    99th percentile latencyphrase5.73173ms
    100th percentile latencyphrase21.3714ms
    50th percentile service timephrase3.56106ms
    90th percentile service timephrase3.82105ms
    99th percentile service timephrase4.8171ms
    100th percentile service timephrase20.4777ms
    error ratephrase0%
    Min Throughputarticles_monthly_agg_uncached19.93ops/s
    Mean Throughputarticles_monthly_agg_uncached19.94ops/s
    Median Throughputarticles_monthly_agg_uncached19.94ops/s
    Max Throughputarticles_monthly_agg_uncached19.95ops/s
    50th percentile latencyarticles_monthly_agg_uncached10.2604ms
    90th percentile latencyarticles_monthly_agg_uncached11.5247ms
    99th percentile latencyarticles_monthly_agg_uncached26.5964ms
    100th percentile latencyarticles_monthly_agg_uncached33.4233ms
    50th percentile service timearticles_monthly_agg_uncached9.39845ms
    90th percentile service timearticles_monthly_agg_uncached10.6383ms
    99th percentile service timearticles_monthly_agg_uncached25.7943ms
    100th percentile service timearticles_monthly_agg_uncached32.5472ms
    error ratearticles_monthly_agg_uncached0%
    Min Throughputarticles_monthly_agg_cached20.01ops/s
    Mean Throughputarticles_monthly_agg_cached20.02ops/s
    Median Throughputarticles_monthly_agg_cached20.02ops/s
    Max Throughputarticles_monthly_agg_cached20.02ops/s
    50th percentile latencyarticles_monthly_agg_cached2.71889ms
    90th percentile latencyarticles_monthly_agg_cached3.21013ms
    99th percentile latencyarticles_monthly_agg_cached5.45752ms
    100th percentile latencyarticles_monthly_agg_cached9.23353ms
    50th percentile service timearticles_monthly_agg_cached1.90624ms
    90th percentile service timearticles_monthly_agg_cached2.13758ms
    99th percentile service timearticles_monthly_agg_cached4.45541ms
    100th percentile service timearticles_monthly_agg_cached8.44584ms
    error ratearticles_monthly_agg_cached0%
    Min Throughputscroll12.54pages/s
    Mean Throughputscroll12.57pages/s
    Median Throughputscroll12.56pages/s
    Max Throughputscroll12.63pages/s
    50th percentile latencyscroll732.614ms
    90th percentile latencyscroll757.869ms
    99th percentile latencyscroll823.254ms
    100th percentile latencyscroll844.817ms
    50th percentile service timescroll729.993ms
    90th percentile service timescroll755.074ms
    99th percentile service timescroll820.639ms
    100th percentile service timescroll842.059ms
    error ratescroll0%

    [WARNING] No throughput metrics available for [index-append]. Likely cause: The benchmark ended already during warmup.

    [INFO] SUCCESS (took 1074 seconds)

    JDK 1.8 + es6.8 + pmc场景 第二轮

    [root@es09 ~]# esrally race --track=pmc --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    [INFO] Race id is [50958dd8-4129-4aa0-8363-10547fc2ca49]
    [INFO] Racing on track [pmc], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running put-settings [100% done]
    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index-append [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running default [100% done]
    Running term [100% done]
    Running phrase [100% done]
    Running articles_monthly_agg_uncached [100% done]
    Running articles_monthly_agg_cached [100% done]
    Running scroll [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards75.2698min
    Min cumulative indexing time across primary shards14.6033min
    Median cumulative indexing time across primary shards14.9319min
    Max cumulative indexing time across primary shards15.4797min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards37.7707min
    Cumulative merge count of primary shards456
    Min cumulative merge time across primary shards7.28893min
    Median cumulative merge time across primary shards7.51737min
    Max cumulative merge time across primary shards8.0407min
    Cumulative merge throttle time of primary shards14.5527min
    Min cumulative merge throttle time across primary shards2.76157min
    Median cumulative merge throttle time across primary shards2.97812min
    Max cumulative merge throttle time across primary shards3.02337min
    Cumulative refresh time of primary shards5.02385min
    Cumulative refresh count of primary shards763
    Min cumulative refresh time across primary shards0.894067min
    Median cumulative refresh time across primary shards1.00557min
    Max cumulative refresh time across primary shards1.12143min
    Cumulative flush time of primary shards1.50973min
    Cumulative flush count of primary shards48
    Min cumulative flush time across primary shards0.218833min
    Median cumulative flush time across primary shards0.315617min
    Max cumulative flush time across primary shards0.340783min
    Total Young Gen GC time3.899s
    Total Young Gen GC count39
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size20.1874GB
    Translog size2.59972GB
    Heap used for segments13.0604MB
    Heap used for doc values0.000324249MB
    Heap used for terms11.2188MB
    Heap used for norms0.00152588MB
    Heap used for points0.00880051MB
    Heap used for stored fields1.83098MB
    Segment count5
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    error rateindex-append0%
    Min Throughputdefault20.02ops/s
    Mean Throughputdefault20.03ops/s
    Median Throughputdefault20.03ops/s
    Max Throughputdefault20.03ops/s
    50th percentile latencydefault7.44696ms
    90th percentile latencydefault8.04674ms
    99th percentile latencydefault20.2611ms
    100th percentile latencydefault23.3738ms
    50th percentile service timedefault6.70902ms
    90th percentile service timedefault6.98887ms
    99th percentile service timedefault19.8296ms
    100th percentile service timedefault22.6746ms
    error ratedefault0%
    Min Throughputterm20.02ops/s
    Mean Throughputterm20.03ops/s
    Median Throughputterm20.03ops/s
    Max Throughputterm20.03ops/s
    50th percentile latencyterm4.5284ms
    90th percentile latencyterm5.15708ms
    99th percentile latencyterm6.46767ms
    100th percentile latencyterm7.00255ms
    50th percentile service timeterm3.74346ms
    90th percentile service timeterm4.16108ms
    99th percentile service timeterm5.61242ms
    100th percentile service timeterm6.22733ms
    error rateterm0%
    Min Throughputphrase20.03ops/s
    Mean Throughputphrase20.03ops/s
    Median Throughputphrase20.03ops/s
    Max Throughputphrase20.03ops/s
    50th percentile latencyphrase4.49343ms
    90th percentile latencyphrase5.0953ms
    99th percentile latencyphrase6.96155ms
    100th percentile latencyphrase20.7846ms
    50th percentile service timephrase3.80515ms
    90th percentile service timephrase3.99979ms
    99th percentile service timephrase6.44527ms
    100th percentile service timephrase20.0878ms
    error ratephrase0%
    Min Throughputarticles_monthly_agg_uncached20.02ops/s
    Mean Throughputarticles_monthly_agg_uncached20.02ops/s
    Median Throughputarticles_monthly_agg_uncached20.02ops/s
    Max Throughputarticles_monthly_agg_uncached20.03ops/s
    50th percentile latencyarticles_monthly_agg_uncached10.509ms
    90th percentile latencyarticles_monthly_agg_uncached11.8513ms
    99th percentile latencyarticles_monthly_agg_uncached16.4455ms
    100th percentile latencyarticles_monthly_agg_uncached22.8397ms
    50th percentile service timearticles_monthly_agg_uncached9.72392ms
    90th percentile service timearticles_monthly_agg_uncached10.9757ms
    99th percentile service timearticles_monthly_agg_uncached15.2573ms
    100th percentile service timearticles_monthly_agg_uncached21.8276ms
    error ratearticles_monthly_agg_uncached0%
    Min Throughputarticles_monthly_agg_cached20.02ops/s
    Mean Throughputarticles_monthly_agg_cached20.02ops/s
    Median Throughputarticles_monthly_agg_cached20.02ops/s
    Max Throughputarticles_monthly_agg_cached20.03ops/s
    50th percentile latencyarticles_monthly_agg_cached2.58785ms
    90th percentile latencyarticles_monthly_agg_cached3.0445ms
    99th percentile latencyarticles_monthly_agg_cached4.26062ms
    100th percentile latencyarticles_monthly_agg_cached4.94467ms
    50th percentile service timearticles_monthly_agg_cached1.75642ms
    90th percentile service timearticles_monthly_agg_cached1.97186ms
    99th percentile service timearticles_monthly_agg_cached3.69769ms
    100th percentile service timearticles_monthly_agg_cached3.76498ms
    error ratearticles_monthly_agg_cached0%
    Min Throughputscroll12.55pages/s
    Mean Throughputscroll12.58pages/s
    Median Throughputscroll12.57pages/s
    Max Throughputscroll12.64pages/s
    50th percentile latencyscroll834.305ms
    90th percentile latencyscroll858.212ms
    99th percentile latencyscroll895.79ms
    100th percentile latencyscroll896.774ms
    50th percentile service timescroll831.433ms
    90th percentile service timescroll855.137ms
    99th percentile service timescroll893.303ms
    100th percentile service timescroll893.788ms
    error ratescroll0%

    [WARNING] No throughput metrics available for [index-append]. Likely cause: The benchmark ended already during warmup.

    [INFO] SUCCESS (took 974 seconds)

    JDK 1.8 + es6.8 + pmc场景 第三轮

    [root@es09 ~]# esrally race --track=pmc --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    ____        ____

    • 1

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

    [INFO] Race id is [8cdca4c3-e0d0-4236-be62-d3441d599154]
    [INFO] Racing on track [pmc], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running put-settings [100% done]
    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index-append [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running default [100% done]
    Running term [100% done]
    Running phrase [100% done]
    Running articles_monthly_agg_uncached [100% done]
    Running articles_monthly_agg_cached [100% done]
    Running scroll [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards73.8152min
    Min cumulative indexing time across primary shards13.7965min
    Median cumulative indexing time across primary shards15.047min
    Max cumulative indexing time across primary shards15.2944min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards37.5761min
    Cumulative merge count of primary shards461
    Min cumulative merge time across primary shards7.2194min
    Median cumulative merge time across primary shards7.30398min
    Max cumulative merge time across primary shards8.41758min
    Cumulative merge throttle time of primary shards14.3259min
    Min cumulative merge throttle time across primary shards2.623min
    Median cumulative merge throttle time across primary shards2.70348min
    Max cumulative merge throttle time across primary shards3.54023min
    Cumulative refresh time of primary shards4.88795min
    Cumulative refresh count of primary shards746
    Min cumulative refresh time across primary shards0.9241min
    Median cumulative refresh time across primary shards0.9431min
    Max cumulative refresh time across primary shards1.1247min
    Cumulative flush time of primary shards1.7852min
    Cumulative flush count of primary shards47
    Min cumulative flush time across primary shards0.263783min
    Median cumulative flush time across primary shards0.36875min
    Max cumulative flush time across primary shards0.421733min
    Total Young Gen GC time3.092s
    Total Young Gen GC count39
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size20.1881GB
    Translog size2.71742GB
    Heap used for segments13.0615MB
    Heap used for doc values0.000324249MB
    Heap used for terms11.2228MB
    Heap used for norms0.00152588MB
    Heap used for points0.00878716MB
    Heap used for stored fields1.82809MB
    Segment count5
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    error rateindex-append0%
    Min Throughputdefault20.02ops/s
    Mean Throughputdefault20.03ops/s
    Median Throughputdefault20.03ops/s
    Max Throughputdefault20.03ops/s
    50th percentile latencydefault6.59768ms
    90th percentile latencydefault7.559ms
    99th percentile latencydefault9.31898ms
    100th percentile latencydefault10.5468ms
    50th percentile service timedefault5.91348ms
    90th percentile service timedefault6.81214ms
    99th percentile service timedefault8.90176ms
    100th percentile service timedefault9.64286ms
    error ratedefault0%
    Min Throughputterm20.02ops/s
    Mean Throughputterm20.03ops/s
    Median Throughputterm20.03ops/s
    Max Throughputterm20.03ops/s
    50th percentile latencyterm4.51057ms
    90th percentile latencyterm5.04187ms
    99th percentile latencyterm6.48649ms
    100th percentile latencyterm15.0184ms
    50th percentile service timeterm3.73151ms
    90th percentile service timeterm3.97397ms
    99th percentile service timeterm5.58462ms
    100th percentile service timeterm14.3195ms
    error rateterm0%
    Min Throughputphrase20.02ops/s
    Mean Throughputphrase20.03ops/s
    Median Throughputphrase20.03ops/s
    Max Throughputphrase20.03ops/s
    50th percentile latencyphrase4.13184ms
    90th percentile latencyphrase4.51206ms
    99th percentile latencyphrase5.44403ms
    100th percentile latencyphrase7.88551ms
    50th percentile service timephrase3.30163ms
    90th percentile service timephrase3.49615ms
    99th percentile service timephrase4.92933ms
    100th percentile service timephrase6.58554ms
    error ratephrase0%
    Min Throughputarticles_monthly_agg_uncached20.02ops/s
    Mean Throughputarticles_monthly_agg_uncached20.02ops/s
    Median Throughputarticles_monthly_agg_uncached20.02ops/s
    Max Throughputarticles_monthly_agg_uncached20.03ops/s
    50th percentile latencyarticles_monthly_agg_uncached10.4941ms
    90th percentile latencyarticles_monthly_agg_uncached12.9054ms
    99th percentile latencyarticles_monthly_agg_uncached21.0745ms
    100th percentile latencyarticles_monthly_agg_uncached24.9579ms
    50th percentile service timearticles_monthly_agg_uncached9.59065ms
    90th percentile service timearticles_monthly_agg_uncached11.839ms
    99th percentile service timearticles_monthly_agg_uncached20.4018ms
    100th percentile service timearticles_monthly_agg_uncached23.9567ms
    error ratearticles_monthly_agg_uncached0%
    Min Throughputarticles_monthly_agg_cached20.02ops/s
    Mean Throughputarticles_monthly_agg_cached20.02ops/s
    Median Throughputarticles_monthly_agg_cached20.02ops/s
    Max Throughputarticles_monthly_agg_cached20.03ops/s
    50th percentile latencyarticles_monthly_agg_cached2.39335ms
    90th percentile latencyarticles_monthly_agg_cached2.85621ms
    99th percentile latencyarticles_monthly_agg_cached3.25957ms
    100th percentile latencyarticles_monthly_agg_cached4.66466ms
    50th percentile service timearticles_monthly_agg_cached1.5597ms
    90th percentile service timearticles_monthly_agg_cached1.7074ms
    99th percentile service timearticles_monthly_agg_cached2.01625ms
    100th percentile service timearticles_monthly_agg_cached4.23473ms
    error ratearticles_monthly_agg_cached0%
    Min Throughputscroll12.55pages/s
    Mean Throughputscroll12.57pages/s
    Median Throughputscroll12.57pages/s
    Max Throughputscroll12.63pages/s
    50th percentile latencyscroll856.218ms
    90th percentile latencyscroll874.421ms
    99th percentile latencyscroll898.011ms
    100th percentile latencyscroll902.992ms
    50th percentile service timescroll852.635ms
    90th percentile service timescroll871.909ms
    99th percentile service timescroll895.095ms
    100th percentile service timescroll900.153ms
    error ratescroll0%

    [WARNING] No throughput metrics available for [index-append]. Likely cause: The benchmark ended already during warmup.

    [INFO] SUCCESS (took 1095 seconds)

    JDK 17 + es6.8 + noaa场景 第一轮

    [root@es09 ~]# esrally race --track=noaa --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    [INFO] Race id is [d85b2587-11cf-4dde-b68a-810b4f6c40fc]
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [INFO] Racing on track [noaa], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running range_field_big_range [100% done]
    Running range_field_small_range [100% done]
    Running range_field_conjunction_big_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_big_term_query [100% done]
    Running range_field_conjunction_big_range_big_term_query [100% done]
    Running range_field_disjunction_small_range_small_term_query [100% done]
    Running range_field_disjunction_big_range_small_term_query [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards37.8854min
    Min cumulative indexing time across primary shards37.8854min
    Median cumulative indexing time across primary shards37.8854min
    Max cumulative indexing time across primary shards37.8854min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards24.5368min
    Cumulative merge count of primary shards300
    Min cumulative merge time across primary shards24.5368min
    Median cumulative merge time across primary shards24.5368min
    Max cumulative merge time across primary shards24.5368min
    Cumulative merge throttle time of primary shards2.23247min
    Min cumulative merge throttle time across primary shards2.23247min
    Median cumulative merge throttle time across primary shards2.23247min
    Max cumulative merge throttle time across primary shards2.23247min
    Cumulative refresh time of primary shards1.14157min
    Cumulative refresh count of primary shards343
    Min cumulative refresh time across primary shards1.14157min
    Median cumulative refresh time across primary shards1.14157min
    Max cumulative refresh time across primary shards1.14157min
    Cumulative flush time of primary shards0.917233min
    Cumulative flush count of primary shards25
    Min cumulative flush time across primary shards0.917233min
    Median cumulative flush time across primary shards0.917233min
    Max cumulative flush time across primary shards0.917233min
    Total Young Gen GC time0.849s
    Total Young Gen GC count58
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size6.37511GB
    Translog size0.542763GB
    Heap used for segments12.6147MB
    Heap used for doc values0.00615311MB
    Heap used for terms9.61489MB
    Heap used for norms0MB
    Heap used for points1.20467MB
    Heap used for stored fields1.78897MB
    Segment count1
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    Min Throughputindex95977.4docs/s
    Mean Throughputindex99243docs/s
    Median Throughputindex98931.1docs/s
    Max Throughputindex100966docs/s
    50th percentile latencyindex344.445ms
    90th percentile latencyindex577.353ms
    99th percentile latencyindex808.492ms
    99.9th percentile latencyindex4791.88ms
    100th percentile latencyindex4961.73ms
    50th percentile service timeindex344.445ms
    90th percentile service timeindex577.353ms
    99th percentile service timeindex808.492ms
    99.9th percentile service timeindex4791.88ms
    100th percentile service timeindex4961.73ms
    error rateindex0%
    Min Throughputrange_field_big_range4.5ops/s
    Mean Throughputrange_field_big_range4.51ops/s
    Median Throughputrange_field_big_range4.51ops/s
    Max Throughputrange_field_big_range4.52ops/s
    50th percentile latencyrange_field_big_range19361.2ms
    90th percentile latencyrange_field_big_range30320.4ms
    99th percentile latencyrange_field_big_range32741.2ms
    100th percentile latencyrange_field_big_range33008.2ms
    50th percentile service timerange_field_big_range218.871ms
    90th percentile service timerange_field_big_range224.98ms
    99th percentile service timerange_field_big_range273.895ms
    100th percentile service timerange_field_big_range290.735ms
    error raterange_field_big_range0%
    Min Throughputrange_field_small_range10.01ops/s
    Mean Throughputrange_field_small_range10.02ops/s
    Median Throughputrange_field_small_range10.02ops/s
    Max Throughputrange_field_small_range10.05ops/s
    50th percentile latencyrange_field_small_range43.5639ms
    90th percentile latencyrange_field_small_range44.8104ms
    99th percentile latencyrange_field_small_range57.4783ms
    100th percentile latencyrange_field_small_range60.3855ms
    50th percentile service timerange_field_small_range42.602ms
    90th percentile service timerange_field_small_range43.9283ms
    99th percentile service timerange_field_small_range56.4339ms
    100th percentile service timerange_field_small_range59.2259ms
    error raterange_field_small_range0%
    Min Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Median Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Max Throughputrange_field_conjunction_big_range_small_term_query10.03ops/s
    50th percentile latencyrange_field_conjunction_big_range_small_term_query24.8393ms
    90th percentile latencyrange_field_conjunction_big_range_small_term_query26.3691ms
    99th percentile latencyrange_field_conjunction_big_range_small_term_query27.9199ms
    100th percentile latencyrange_field_conjunction_big_range_small_term_query28.8794ms
    50th percentile service timerange_field_conjunction_big_range_small_term_query23.8711ms
    90th percentile service timerange_field_conjunction_big_range_small_term_query25.3925ms
    99th percentile service timerange_field_conjunction_big_range_small_term_query26.671ms
    100th percentile service timerange_field_conjunction_big_range_small_term_query28.0417ms
    error raterange_field_conjunction_big_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_small_range_small_term_query10.03ops/s
    Median Throughputrange_field_conjunction_small_range_small_term_query10.02ops/s
    Max Throughputrange_field_conjunction_small_range_small_term_query10.07ops/s
    50th percentile latencyrange_field_conjunction_small_range_small_term_query22.9209ms
    90th percentile latencyrange_field_conjunction_small_range_small_term_query23.6099ms
    99th percentile latencyrange_field_conjunction_small_range_small_term_query26.8437ms
    100th percentile latencyrange_field_conjunction_small_range_small_term_query37.2829ms
    50th percentile service timerange_field_conjunction_small_range_small_term_query22.0058ms
    90th percentile service timerange_field_conjunction_small_range_small_term_query22.5554ms
    99th percentile service timerange_field_conjunction_small_range_small_term_query25.6544ms
    100th percentile service timerange_field_conjunction_small_range_small_term_query35.9002ms
    error raterange_field_conjunction_small_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Mean Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    Median Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Max Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    50th percentile latencyrange_field_conjunction_small_range_big_term_query151.085ms
    90th percentile latencyrange_field_conjunction_small_range_big_term_query155.156ms
    99th percentile latencyrange_field_conjunction_small_range_big_term_query170.487ms
    100th percentile latencyrange_field_conjunction_small_range_big_term_query176.21ms
    50th percentile service timerange_field_conjunction_small_range_big_term_query150.142ms
    90th percentile service timerange_field_conjunction_small_range_big_term_query153.869ms
    99th percentile service timerange_field_conjunction_small_range_big_term_query169.414ms
    100th percentile service timerange_field_conjunction_small_range_big_term_query175.074ms
    error raterange_field_conjunction_small_range_big_term_query0%
    Min Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Mean Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Median Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Max Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    50th percentile latencyrange_field_conjunction_big_range_big_term_query670.755ms
    90th percentile latencyrange_field_conjunction_big_range_big_term_query683.038ms
    99th percentile latencyrange_field_conjunction_big_range_big_term_query706.916ms
    100th percentile latencyrange_field_conjunction_big_range_big_term_query805.476ms
    50th percentile service timerange_field_conjunction_big_range_big_term_query669.608ms
    90th percentile service timerange_field_conjunction_big_range_big_term_query681.654ms
    99th percentile service timerange_field_conjunction_big_range_big_term_query705.644ms
    100th percentile service timerange_field_conjunction_big_range_big_term_query804.496ms
    error raterange_field_conjunction_big_range_big_term_query0%
    Min Throughputrange_field_disjunction_small_range_small_term_query10ops/s
    Mean Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    Median Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    Max Throughputrange_field_disjunction_small_range_small_term_query10.03ops/s
    50th percentile latencyrange_field_disjunction_small_range_small_term_query65.5826ms
    90th percentile latencyrange_field_disjunction_small_range_small_term_query67.6225ms
    99th percentile latencyrange_field_disjunction_small_range_small_term_query81.8965ms
    100th percentile latencyrange_field_disjunction_small_range_small_term_query88.6424ms
    50th percentile service timerange_field_disjunction_small_range_small_term_query64.5528ms
    90th percentile service timerange_field_disjunction_small_range_small_term_query66.5813ms
    99th percentile service timerange_field_disjunction_small_range_small_term_query81.07ms
    100th percentile service timerange_field_disjunction_small_range_small_term_query87.2836ms
    error raterange_field_disjunction_small_range_small_term_query0%
    Min Throughputrange_field_disjunction_big_range_small_term_query2.9ops/s
    Mean Throughputrange_field_disjunction_big_range_small_term_query2.9ops/s
    Median Throughputrange_field_disjunction_big_range_small_term_query2.9ops/s
    Max Throughputrange_field_disjunction_big_range_small_term_query2.91ops/s
    50th percentile latencyrange_field_disjunction_big_range_small_term_query50863.3ms
    90th percentile latencyrange_field_disjunction_big_range_small_term_query79735.2ms
    99th percentile latencyrange_field_disjunction_big_range_small_term_query86176.1ms
    100th percentile latencyrange_field_disjunction_big_range_small_term_query86889.2ms
    50th percentile service timerange_field_disjunction_big_range_small_term_query341.24ms
    90th percentile service timerange_field_disjunction_big_range_small_term_query353.848ms
    99th percentile service timerange_field_disjunction_big_range_small_term_query403.414ms
    100th percentile service timerange_field_disjunction_big_range_small_term_query423.236ms
    error raterange_field_disjunction_big_range_small_term_query0%

    [INFO] SUCCESS (took 2332 seconds)

    JDK 17 + es6.8 + noaa场景 第二轮

    [root@es09 ~]# esrally race --track=noaa --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    ____        ____

    • 1

    / __ ____ / / / suydo

    [INFO] Race id is [a33f6c6f-4a16-4715-8023-92a90b24b66c]
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [INFO] Racing on track [noaa], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running range_field_big_range [100% done]
    Running range_field_small_range [100% done]
    Running range_field_conjunction_big_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_big_term_query [100% done]
    Running range_field_conjunction_big_range_big_term_query [100% done]
    Running range_field_disjunction_small_range_small_term_query [100% done]
    Running range_field_disjunction_big_range_small_term_query [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards37.6532min
    Min cumulative indexing time across primary shards37.6532min
    Median cumulative indexing time across primary shards37.6532min
    Max cumulative indexing time across primary shards37.6532min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards24.8411min
    Cumulative merge count of primary shards300
    Min cumulative merge time across primary shards24.8411min
    Median cumulative merge time across primary shards24.8411min
    Max cumulative merge time across primary shards24.8411min
    Cumulative merge throttle time of primary shards2.40592min
    Min cumulative merge throttle time across primary shards2.40592min
    Median cumulative merge throttle time across primary shards2.40592min
    Max cumulative merge throttle time across primary shards2.40592min
    Cumulative refresh time of primary shards1.12382min
    Cumulative refresh count of primary shards344
    Min cumulative refresh time across primary shards1.12382min
    Median cumulative refresh time across primary shards1.12382min
    Max cumulative refresh time across primary shards1.12382min
    Cumulative flush time of primary shards0.864167min
    Cumulative flush count of primary shards24
    Min cumulative flush time across primary shards0.864167min
    Median cumulative flush time across primary shards0.864167min
    Max cumulative flush time across primary shards0.864167min
    Total Young Gen GC time0.878s
    Total Young Gen GC count58
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size6.37484GB
    Translog size0.514908GB
    Heap used for segments12.6393MB
    Heap used for doc values0.00615311MB
    Heap used for terms9.63841MB
    Heap used for norms0MB
    Heap used for points1.20475MB
    Heap used for stored fields1.78995MB
    Segment count1
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    Min Throughputindex96115.9docs/s
    Mean Throughputindex98612.2docs/s
    Median Throughputindex99590.3docs/s
    Max Throughputindex100262docs/s
    50th percentile latencyindex348.228ms
    90th percentile latencyindex571.712ms
    99th percentile latencyindex791.367ms
    99.9th percentile latencyindex4779.81ms
    100th percentile latencyindex4948.33ms
    50th percentile service timeindex348.228ms
    90th percentile service timeindex571.712ms
    99th percentile service timeindex791.367ms
    99.9th percentile service timeindex4779.81ms
    100th percentile service timeindex4948.33ms
    error rateindex0%
    Min Throughputrange_field_big_range4.51ops/s
    Mean Throughputrange_field_big_range4.52ops/s
    Median Throughputrange_field_big_range4.53ops/s
    Max Throughputrange_field_big_range4.53ops/s
    50th percentile latencyrange_field_big_range19108.8ms
    90th percentile latencyrange_field_big_range30227.6ms
    99th percentile latencyrange_field_big_range32788.1ms
    100th percentile latencyrange_field_big_range33060.9ms
    50th percentile service timerange_field_big_range218.762ms
    90th percentile service timerange_field_big_range228.371ms
    99th percentile service timerange_field_big_range243.712ms
    100th percentile service timerange_field_big_range288.819ms
    error raterange_field_big_range0%
    Min Throughputrange_field_small_range10.01ops/s
    Mean Throughputrange_field_small_range10.02ops/s
    Median Throughputrange_field_small_range10.01ops/s
    Max Throughputrange_field_small_range10.05ops/s
    50th percentile latencyrange_field_small_range43.7777ms
    90th percentile latencyrange_field_small_range45.6267ms
    99th percentile latencyrange_field_small_range60.0914ms
    100th percentile latencyrange_field_small_range66.9764ms
    50th percentile service timerange_field_small_range42.8082ms
    90th percentile service timerange_field_small_range44.5972ms
    99th percentile service timerange_field_small_range59.4607ms
    100th percentile service timerange_field_small_range66.0569ms
    error raterange_field_small_range0%
    Min Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Median Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Max Throughputrange_field_conjunction_big_range_small_term_query10.03ops/s
    50th percentile latencyrange_field_conjunction_big_range_small_term_query24.5979ms
    90th percentile latencyrange_field_conjunction_big_range_small_term_query28.3377ms
    99th percentile latencyrange_field_conjunction_big_range_small_term_query30.3661ms
    100th percentile latencyrange_field_conjunction_big_range_small_term_query38.942ms
    50th percentile service timerange_field_conjunction_big_range_small_term_query23.6063ms
    90th percentile service timerange_field_conjunction_big_range_small_term_query26.6339ms
    99th percentile service timerange_field_conjunction_big_range_small_term_query29.3976ms
    100th percentile service timerange_field_conjunction_big_range_small_term_query36.9309ms
    error raterange_field_conjunction_big_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_small_range_small_term_query10.03ops/s
    Median Throughputrange_field_conjunction_small_range_small_term_query10.02ops/s
    Max Throughputrange_field_conjunction_small_range_small_term_query10.07ops/s
    50th percentile latencyrange_field_conjunction_small_range_small_term_query23.239ms
    90th percentile latencyrange_field_conjunction_small_range_small_term_query24.0827ms
    99th percentile latencyrange_field_conjunction_small_range_small_term_query37.1214ms
    100th percentile latencyrange_field_conjunction_small_range_small_term_query44.9011ms
    50th percentile service timerange_field_conjunction_small_range_small_term_query22.2344ms
    90th percentile service timerange_field_conjunction_small_range_small_term_query22.9556ms
    99th percentile service timerange_field_conjunction_small_range_small_term_query35.9167ms
    100th percentile service timerange_field_conjunction_small_range_small_term_query44.3277ms
    error raterange_field_conjunction_small_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Mean Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    Median Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Max Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    50th percentile latencyrange_field_conjunction_small_range_big_term_query152.811ms
    90th percentile latencyrange_field_conjunction_small_range_big_term_query159.519ms
    99th percentile latencyrange_field_conjunction_small_range_big_term_query178.735ms
    100th percentile latencyrange_field_conjunction_small_range_big_term_query278.956ms
    50th percentile service timerange_field_conjunction_small_range_big_term_query151.842ms
    90th percentile service timerange_field_conjunction_small_range_big_term_query158.024ms
    99th percentile service timerange_field_conjunction_small_range_big_term_query177.731ms
    100th percentile service timerange_field_conjunction_small_range_big_term_query277.852ms
    error raterange_field_conjunction_small_range_big_term_query0%
    Min Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Mean Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Median Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Max Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    50th percentile latencyrange_field_conjunction_big_range_big_term_query672.894ms
    90th percentile latencyrange_field_conjunction_big_range_big_term_query685.953ms
    99th percentile latencyrange_field_conjunction_big_range_big_term_query708.761ms
    100th percentile latencyrange_field_conjunction_big_range_big_term_query732.374ms
    50th percentile service timerange_field_conjunction_big_range_big_term_query671.647ms
    90th percentile service timerange_field_conjunction_big_range_big_term_query684.775ms
    99th percentile service timerange_field_conjunction_big_range_big_term_query707.069ms
    100th percentile service timerange_field_conjunction_big_range_big_term_query730.792ms
    error raterange_field_conjunction_big_range_big_term_query0%
    Min Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    Mean Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    Median Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    Max Throughputrange_field_disjunction_small_range_small_term_query10.03ops/s
    50th percentile latencyrange_field_disjunction_small_range_small_term_query65.6426ms
    90th percentile latencyrange_field_disjunction_small_range_small_term_query67.4932ms
    99th percentile latencyrange_field_disjunction_small_range_small_term_query79.865ms
    100th percentile latencyrange_field_disjunction_small_range_small_term_query88.8646ms
    50th percentile service timerange_field_disjunction_small_range_small_term_query64.7123ms
    90th percentile service timerange_field_disjunction_small_range_small_term_query66.5639ms
    99th percentile service timerange_field_disjunction_small_range_small_term_query77.8628ms
    100th percentile service timerange_field_disjunction_small_range_small_term_query87.8154ms
    error raterange_field_disjunction_small_range_small_term_query0%
    Min Throughputrange_field_disjunction_big_range_small_term_query2.88ops/s
    Mean Throughputrange_field_disjunction_big_range_small_term_query2.89ops/s
    Median Throughputrange_field_disjunction_big_range_small_term_query2.89ops/s
    Max Throughputrange_field_disjunction_big_range_small_term_query2.9ops/s
    50th percentile latencyrange_field_disjunction_big_range_small_term_query51372.9ms
    90th percentile latencyrange_field_disjunction_big_range_small_term_query80370.8ms
    99th percentile latencyrange_field_disjunction_big_range_small_term_query86812.6ms
    100th percentile latencyrange_field_disjunction_big_range_small_term_query87521.4ms
    50th percentile service timerange_field_disjunction_big_range_small_term_query341.872ms
    90th percentile service timerange_field_disjunction_big_range_small_term_query354.095ms
    99th percentile service timerange_field_disjunction_big_range_small_term_query402.306ms
    100th percentile service timerange_field_disjunction_big_range_small_term_query410.105ms
    error raterange_field_disjunction_big_range_small_term_query0%

    [INFO] SUCCESS (took 2465 seconds)

    JDK 17 + es6.8 + noaa场景 第三轮

    [root@es09 ~]# esrally race --track=noaa --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    ____        ____

    • 1

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

    [INFO] Race id is [6868aef8-1bfc-4a98-b75e-63e1376cbf67]
    [INFO] Racing on track [noaa], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running range_field_big_range [100% done]
    Running range_field_small_range [100% done]
    Running range_field_conjunction_big_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_big_term_query [100% done]
    Running range_field_conjunction_big_range_big_term_query [100% done]
    Running range_field_disjunction_small_range_small_term_query [100% done]
    Running range_field_disjunction_big_range_small_term_query [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards40.1771min
    Min cumulative indexing time across primary shards40.1771min
    Median cumulative indexing time across primary shards40.1771min
    Max cumulative indexing time across primary shards40.1771min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards23.5102min
    Cumulative merge count of primary shards313
    Min cumulative merge time across primary shards23.5102min
    Median cumulative merge time across primary shards23.5102min
    Max cumulative merge time across primary shards23.5102min
    Cumulative merge throttle time of primary shards2.23988min
    Min cumulative merge throttle time across primary shards2.23988min
    Median cumulative merge throttle time across primary shards2.23988min
    Max cumulative merge throttle time across primary shards2.23988min
    Cumulative refresh time of primary shards1.11793min
    Cumulative refresh count of primary shards359
    Min cumulative refresh time across primary shards1.11793min
    Median cumulative refresh time across primary shards1.11793min
    Max cumulative refresh time across primary shards1.11793min
    Cumulative flush time of primary shards0.903583min
    Cumulative flush count of primary shards25
    Min cumulative flush time across primary shards0.903583min
    Median cumulative flush time across primary shards0.903583min
    Max cumulative flush time across primary shards0.903583min
    Total Young Gen GC time1.005s
    Total Young Gen GC count59
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size6.37554GB
    Translog size0.542315GB
    Heap used for segments12.49MB
    Heap used for doc values0.00615311MB
    Heap used for terms9.48622MB
    Heap used for norms0MB
    Heap used for points1.20477MB
    Heap used for stored fields1.79282MB
    Segment count1
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    Min Throughputindex91914.8docs/s
    Mean Throughputindex94358.6docs/s
    Median Throughputindex93762.3docs/s
    Max Throughputindex96732.8docs/s
    50th percentile latencyindex365.164ms
    90th percentile latencyindex592.804ms
    99th percentile latencyindex816.879ms
    99.9th percentile latencyindex4224.15ms
    100th percentile latencyindex4295.22ms
    50th percentile service timeindex365.164ms
    90th percentile service timeindex592.804ms
    99th percentile service timeindex816.879ms
    99.9th percentile service timeindex4224.15ms
    100th percentile service timeindex4295.22ms
    error rateindex0%
    Min Throughputrange_field_big_range3.31ops/s
    Mean Throughputrange_field_big_range3.31ops/s
    Median Throughputrange_field_big_range3.31ops/s
    Max Throughputrange_field_big_range3.32ops/s
    50th percentile latencyrange_field_big_range47486.4ms
    90th percentile latencyrange_field_big_range74398.6ms
    99th percentile latencyrange_field_big_range80441.9ms
    100th percentile latencyrange_field_big_range81108.5ms
    50th percentile service timerange_field_big_range299.819ms
    90th percentile service timerange_field_big_range308.47ms
    99th percentile service timerange_field_big_range321.288ms
    100th percentile service timerange_field_big_range325.247ms
    error raterange_field_big_range0%
    Min Throughputrange_field_small_range10.01ops/s
    Mean Throughputrange_field_small_range10.02ops/s
    Median Throughputrange_field_small_range10.01ops/s
    Max Throughputrange_field_small_range10.04ops/s
    50th percentile latencyrange_field_small_range49.0839ms
    90th percentile latencyrange_field_small_range50.2781ms
    99th percentile latencyrange_field_small_range66.5772ms
    100th percentile latencyrange_field_small_range78.0153ms
    50th percentile service timerange_field_small_range47.7562ms
    90th percentile service timerange_field_small_range48.9751ms
    99th percentile service timerange_field_small_range65.5544ms
    100th percentile service timerange_field_small_range76.7798ms
    error raterange_field_small_range0%
    Min Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Median Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Max Throughputrange_field_conjunction_big_range_small_term_query10.04ops/s
    50th percentile latencyrange_field_conjunction_big_range_small_term_query23.9166ms
    90th percentile latencyrange_field_conjunction_big_range_small_term_query27.7001ms
    99th percentile latencyrange_field_conjunction_big_range_small_term_query29.406ms
    100th percentile latencyrange_field_conjunction_big_range_small_term_query32.5692ms
    50th percentile service timerange_field_conjunction_big_range_small_term_query23.0002ms
    90th percentile service timerange_field_conjunction_big_range_small_term_query26.3871ms
    99th percentile service timerange_field_conjunction_big_range_small_term_query28.5578ms
    100th percentile service timerange_field_conjunction_big_range_small_term_query31.8691ms
    error raterange_field_conjunction_big_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_small_range_small_term_query10.02ops/s
    Median Throughputrange_field_conjunction_small_range_small_term_query10.02ops/s
    Max Throughputrange_field_conjunction_small_range_small_term_query10.07ops/s
    50th percentile latencyrange_field_conjunction_small_range_small_term_query29.9601ms
    90th percentile latencyrange_field_conjunction_small_range_small_term_query31.1798ms
    99th percentile latencyrange_field_conjunction_small_range_small_term_query44.2029ms
    100th percentile latencyrange_field_conjunction_small_range_small_term_query53.1079ms
    50th percentile service timerange_field_conjunction_small_range_small_term_query28.5544ms
    90th percentile service timerange_field_conjunction_small_range_small_term_query29.5042ms
    99th percentile service timerange_field_conjunction_small_range_small_term_query42.479ms
    100th percentile service timerange_field_conjunction_small_range_small_term_query50.8176ms
    error raterange_field_conjunction_small_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Mean Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Median Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Max Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    50th percentile latencyrange_field_conjunction_small_range_big_term_query157.387ms
    90th percentile latencyrange_field_conjunction_small_range_big_term_query161.348ms
    99th percentile latencyrange_field_conjunction_small_range_big_term_query177.001ms
    100th percentile latencyrange_field_conjunction_small_range_big_term_query186.314ms
    50th percentile service timerange_field_conjunction_small_range_big_term_query156.426ms
    90th percentile service timerange_field_conjunction_small_range_big_term_query160.513ms
    99th percentile service timerange_field_conjunction_small_range_big_term_query176.16ms
    100th percentile service timerange_field_conjunction_small_range_big_term_query185.313ms
    error raterange_field_conjunction_small_range_big_term_query0%
    Min Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Mean Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Median Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Max Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    50th percentile latencyrange_field_conjunction_big_range_big_term_query748.232ms
    90th percentile latencyrange_field_conjunction_big_range_big_term_query763.588ms
    99th percentile latencyrange_field_conjunction_big_range_big_term_query788.107ms
    100th percentile latencyrange_field_conjunction_big_range_big_term_query807.782ms
    50th percentile service timerange_field_conjunction_big_range_big_term_query747.024ms
    90th percentile service timerange_field_conjunction_big_range_big_term_query762.384ms
    99th percentile service timerange_field_conjunction_big_range_big_term_query786.823ms
    100th percentile service timerange_field_conjunction_big_range_big_term_query806.922ms
    error raterange_field_conjunction_big_range_big_term_query0%
    Min Throughputrange_field_disjunction_small_range_small_term_query10ops/s
    Mean Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    Median Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    Max Throughputrange_field_disjunction_small_range_small_term_query10.02ops/s
    50th percentile latencyrange_field_disjunction_small_range_small_term_query75.0613ms
    90th percentile latencyrange_field_disjunction_small_range_small_term_query76.8478ms
    99th percentile latencyrange_field_disjunction_small_range_small_term_query88.9965ms
    100th percentile latencyrange_field_disjunction_small_range_small_term_query95.3851ms
    50th percentile service timerange_field_disjunction_small_range_small_term_query73.809ms
    90th percentile service timerange_field_disjunction_small_range_small_term_query75.4773ms
    99th percentile service timerange_field_disjunction_small_range_small_term_query86.9087ms
    100th percentile service timerange_field_disjunction_small_range_small_term_query94.8077ms
    error raterange_field_disjunction_small_range_small_term_query0%
    Min Throughputrange_field_disjunction_big_range_small_term_query2.26ops/s
    Mean Throughputrange_field_disjunction_big_range_small_term_query2.26ops/s
    Median Throughputrange_field_disjunction_big_range_small_term_query2.26ops/s
    Max Throughputrange_field_disjunction_big_range_small_term_query2.26ops/s
    50th percentile latencyrange_field_disjunction_big_range_small_term_query85053.5ms
    90th percentile latencyrange_field_disjunction_big_range_small_term_query133287ms
    99th percentile latencyrange_field_disjunction_big_range_small_term_query144169ms
    100th percentile latencyrange_field_disjunction_big_range_small_term_query145423ms
    50th percentile service timerange_field_disjunction_big_range_small_term_query439.793ms
    90th percentile service timerange_field_disjunction_big_range_small_term_query450.758ms
    99th percentile service timerange_field_disjunction_big_range_small_term_query463.147ms
    100th percentile service timerange_field_disjunction_big_range_small_term_query471.401ms
    error raterange_field_disjunction_big_range_small_term_query0%

    [INFO] SUCCESS (took 2314 seconds)

    JDK 1.8 + es6.8 + noaa场景 第一轮

    [root@es09 ~]# esrally race --track=noaa --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    [INFO] Race id is [8fd59d9b-ef9a-457a-912b-d3d61e719d3e]
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [INFO] Racing on track [noaa], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running range_field_big_range [100% done]
    Running range_field_small_range [100% done]
    Running range_field_conjunction_big_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_big_term_query [100% done]
    Running range_field_conjunction_big_range_big_term_query [100% done]
    Running range_field_disjunction_small_range_small_term_query [100% done]
    Running range_field_disjunction_big_range_small_term_query [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards42.0112min
    Min cumulative indexing time across primary shards42.0112min
    Median cumulative indexing time across primary shards42.0112min
    Max cumulative indexing time across primary shards42.0112min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards30.2031min
    Cumulative merge count of primary shards330
    Min cumulative merge time across primary shards30.2031min
    Median cumulative merge time across primary shards30.2031min
    Max cumulative merge time across primary shards30.2031min
    Cumulative merge throttle time of primary shards1.62308min
    Min cumulative merge throttle time across primary shards1.62308min
    Median cumulative merge throttle time across primary shards1.62308min
    Max cumulative merge throttle time across primary shards1.62308min
    Cumulative refresh time of primary shards1.19047min
    Cumulative refresh count of primary shards377
    Min cumulative refresh time across primary shards1.19047min
    Median cumulative refresh time across primary shards1.19047min
    Max cumulative refresh time across primary shards1.19047min
    Cumulative flush time of primary shards0.877767min
    Cumulative flush count of primary shards24
    Min cumulative flush time across primary shards0.877767min
    Median cumulative flush time across primary shards0.877767min
    Max cumulative flush time across primary shards0.877767min
    Total Young Gen GC time1.815s
    Total Young Gen GC count62
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size6.37575GB
    Translog size0.540028GB
    Heap used for segments12.2933MB
    Heap used for doc values0.00615311MB
    Heap used for terms9.38496MB
    Heap used for norms0MB
    Heap used for points1.20479MB
    Heap used for stored fields1.6974MB
    Segment count1
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    Min Throughputindex87386.7docs/s
    Mean Throughputindex88743.3docs/s
    Median Throughputindex88225.6docs/s
    Max Throughputindex90218.1docs/s
    50th percentile latencyindex393.602ms
    90th percentile latencyindex610.097ms
    99th percentile latencyindex806.007ms
    99.9th percentile latencyindex3884.09ms
    100th percentile latencyindex3948.9ms
    50th percentile service timeindex393.602ms
    90th percentile service timeindex610.097ms
    99th percentile service timeindex806.007ms
    99.9th percentile service timeindex3884.09ms
    100th percentile service timeindex3948.9ms
    error rateindex0%
    Min Throughputrange_field_big_range3.58ops/s
    Mean Throughputrange_field_big_range3.6ops/s
    Median Throughputrange_field_big_range3.6ops/s
    Max Throughputrange_field_big_range3.6ops/s
    50th percentile latencyrange_field_big_range38998.3ms
    90th percentile latencyrange_field_big_range61107.1ms
    99th percentile latencyrange_field_big_range66079.6ms
    100th percentile latencyrange_field_big_range66631.3ms
    50th percentile service timerange_field_big_range275.588ms
    90th percentile service timerange_field_big_range283.799ms
    99th percentile service timerange_field_big_range292.637ms
    100th percentile service timerange_field_big_range306.532ms
    error raterange_field_big_range0%
    Min Throughputrange_field_small_range10.01ops/s
    Mean Throughputrange_field_small_range10.02ops/s
    Median Throughputrange_field_small_range10.01ops/s
    Max Throughputrange_field_small_range10.04ops/s
    50th percentile latencyrange_field_small_range47.0484ms
    90th percentile latencyrange_field_small_range48.4564ms
    99th percentile latencyrange_field_small_range60.2573ms
    100th percentile latencyrange_field_small_range63.0614ms
    50th percentile service timerange_field_small_range46.1757ms
    90th percentile service timerange_field_small_range47.3204ms
    99th percentile service timerange_field_small_range59.0615ms
    100th percentile service timerange_field_small_range61.5164ms
    error raterange_field_small_range0%
    Min Throughputrange_field_conjunction_big_range_small_term_query10ops/s
    Mean Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Median Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Max Throughputrange_field_conjunction_big_range_small_term_query10.02ops/s
    50th percentile latencyrange_field_conjunction_big_range_small_term_query25.2106ms
    90th percentile latencyrange_field_conjunction_big_range_small_term_query26.7394ms
    99th percentile latencyrange_field_conjunction_big_range_small_term_query28.7892ms
    100th percentile latencyrange_field_conjunction_big_range_small_term_query39.8079ms
    50th percentile service timerange_field_conjunction_big_range_small_term_query24.3337ms
    90th percentile service timerange_field_conjunction_big_range_small_term_query25.7164ms
    99th percentile service timerange_field_conjunction_big_range_small_term_query27.7805ms
    100th percentile service timerange_field_conjunction_big_range_small_term_query38.5622ms
    error raterange_field_conjunction_big_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_small_range_small_term_query10.02ops/s
    Median Throughputrange_field_conjunction_small_range_small_term_query10.02ops/s
    Max Throughputrange_field_conjunction_small_range_small_term_query10.06ops/s
    50th percentile latencyrange_field_conjunction_small_range_small_term_query28.8474ms
    90th percentile latencyrange_field_conjunction_small_range_small_term_query30.6301ms
    99th percentile latencyrange_field_conjunction_small_range_small_term_query42.6825ms
    100th percentile latencyrange_field_conjunction_small_range_small_term_query172.028ms
    50th percentile service timerange_field_conjunction_small_range_small_term_query27.0192ms
    90th percentile service timerange_field_conjunction_small_range_small_term_query29.4612ms
    99th percentile service timerange_field_conjunction_small_range_small_term_query40.4066ms
    100th percentile service timerange_field_conjunction_small_range_small_term_query169.881ms
    error raterange_field_conjunction_small_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Mean Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    Median Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Max Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    50th percentile latencyrange_field_conjunction_small_range_big_term_query150.516ms
    90th percentile latencyrange_field_conjunction_small_range_big_term_query152.823ms
    99th percentile latencyrange_field_conjunction_small_range_big_term_query164.403ms
    100th percentile latencyrange_field_conjunction_small_range_big_term_query187.971ms
    50th percentile service timerange_field_conjunction_small_range_big_term_query149.565ms
    90th percentile service timerange_field_conjunction_small_range_big_term_query151.865ms
    99th percentile service timerange_field_conjunction_small_range_big_term_query163.526ms
    100th percentile service timerange_field_conjunction_small_range_big_term_query187.051ms
    error raterange_field_conjunction_small_range_big_term_query0%
    Min Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Mean Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Median Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Max Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    50th percentile latencyrange_field_conjunction_big_range_big_term_query722.758ms
    90th percentile latencyrange_field_conjunction_big_range_big_term_query733.851ms
    99th percentile latencyrange_field_conjunction_big_range_big_term_query763.327ms
    100th percentile latencyrange_field_conjunction_big_range_big_term_query804.441ms
    50th percentile service timerange_field_conjunction_big_range_big_term_query721.418ms
    90th percentile service timerange_field_conjunction_big_range_big_term_query732.921ms
    99th percentile service timerange_field_conjunction_big_range_big_term_query761.675ms
    100th percentile service timerange_field_conjunction_big_range_big_term_query802.91ms
    error raterange_field_conjunction_big_range_big_term_query0%
    Min Throughputrange_field_disjunction_small_range_small_term_query10ops/s
    Mean Throughputrange_field_disjunction_small_range_small_term_query10ops/s
    Median Throughputrange_field_disjunction_small_range_small_term_query10ops/s
    Max Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    50th percentile latencyrange_field_disjunction_small_range_small_term_query84.896ms
    90th percentile latencyrange_field_disjunction_small_range_small_term_query87.2281ms
    99th percentile latencyrange_field_disjunction_small_range_small_term_query98.6165ms
    100th percentile latencyrange_field_disjunction_small_range_small_term_query100.719ms
    50th percentile service timerange_field_disjunction_small_range_small_term_query84.0099ms
    90th percentile service timerange_field_disjunction_small_range_small_term_query86.3019ms
    99th percentile service timerange_field_disjunction_small_range_small_term_query97.6928ms
    100th percentile service timerange_field_disjunction_small_range_small_term_query99.804ms
    error raterange_field_disjunction_small_range_small_term_query0%
    Min Throughputrange_field_disjunction_big_range_small_term_query1.92ops/s
    Mean Throughputrange_field_disjunction_big_range_small_term_query1.92ops/s
    Median Throughputrange_field_disjunction_big_range_small_term_query1.92ops/s
    Max Throughputrange_field_disjunction_big_range_small_term_query1.92ops/s
    50th percentile latencyrange_field_disjunction_big_range_small_term_query112647ms
    90th percentile latencyrange_field_disjunction_big_range_small_term_query176709ms
    99th percentile latencyrange_field_disjunction_big_range_small_term_query191128ms
    100th percentile latencyrange_field_disjunction_big_range_small_term_query192716ms
    50th percentile service timerange_field_disjunction_big_range_small_term_query517.549ms
    90th percentile service timerange_field_disjunction_big_range_small_term_query530.515ms
    99th percentile service timerange_field_disjunction_big_range_small_term_query550.07ms
    100th percentile service timerange_field_disjunction_big_range_small_term_query606.412ms
    error raterange_field_disjunction_big_range_small_term_query0%

    [INFO] SUCCESS (took 2880 seconds)

    JDK 1.8 + es6.8 + noaa场景 第二轮

    [root@es09 ~]# esrally race --track=noaa --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    [INFO] Race id is [f8366f04-7df5-4246-b6e9-264cda0f4123]
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [INFO] Racing on track [noaa], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running range_field_big_range [100% done]
    Running range_field_small_range [100% done]
    Running range_field_conjunction_big_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_small_term_query [100% done]
    Running range_field_conjunction_small_range_big_term_query [100% done]
    Running range_field_conjunction_big_range_big_term_query [100% done]
    Running range_field_disjunction_small_range_small_term_query [100% done]
    Running range_field_disjunction_big_range_small_term_query [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards41.5712min
    Min cumulative indexing time across primary shards41.5712min
    Median cumulative indexing time across primary shards41.5712min
    Max cumulative indexing time across primary shards41.5712min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards22.9617min
    Cumulative merge count of primary shards330
    Min cumulative merge time across primary shards22.9617min
    Median cumulative merge time across primary shards22.9617min
    Max cumulative merge time across primary shards22.9617min
    Cumulative merge throttle time of primary shards2.01155min
    Min cumulative merge throttle time across primary shards2.01155min
    Median cumulative merge throttle time across primary shards2.01155min
    Max cumulative merge throttle time across primary shards2.01155min
    Cumulative refresh time of primary shards1.16432min
    Cumulative refresh count of primary shards378
    Min cumulative refresh time across primary shards1.16432min
    Median cumulative refresh time across primary shards1.16432min
    Max cumulative refresh time across primary shards1.16432min
    Cumulative flush time of primary shards1.009min
    Cumulative flush count of primary shards25
    Min cumulative flush time across primary shards1.009min
    Median cumulative flush time across primary shards1.009min
    Max cumulative flush time across primary shards1.009min
    Total Young Gen GC time2.524s
    Total Young Gen GC count62
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size6.37581GB
    Translog size0.549214GB
    Heap used for segments12.3989MB
    Heap used for doc values0.00615311MB
    Heap used for terms9.39889MB
    Heap used for norms0MB
    Heap used for points1.20484MB
    Heap used for stored fields1.78903MB
    Segment count1
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    Min Throughputindex88069.2docs/s
    Mean Throughputindex90018.1docs/s
    Median Throughputindex90116.2docs/s
    Max Throughputindex91054.3docs/s
    50th percentile latencyindex391.313ms
    90th percentile latencyindex617.416ms
    99th percentile latencyindex807.244ms
    99.9th percentile latencyindex3103.67ms
    100th percentile latencyindex3308.69ms
    50th percentile service timeindex391.313ms
    90th percentile service timeindex617.416ms
    99th percentile service timeindex807.244ms
    99.9th percentile service timeindex3103.67ms
    100th percentile service timeindex3308.69ms
    error rateindex0%
    Min Throughputrange_field_big_range3.66ops/s
    Mean Throughputrange_field_big_range3.67ops/s
    Median Throughputrange_field_big_range3.67ops/s
    Max Throughputrange_field_big_range3.67ops/s
    50th percentile latencyrange_field_big_range37290.3ms
    90th percentile latencyrange_field_big_range58463.5ms
    99th percentile latencyrange_field_big_range63250.9ms
    100th percentile latencyrange_field_big_range63785.2ms
    50th percentile service timerange_field_big_range270.869ms
    90th percentile service timerange_field_big_range280.14ms
    99th percentile service timerange_field_big_range289.453ms
    100th percentile service timerange_field_big_range296.434ms
    error raterange_field_big_range0%
    Min Throughputrange_field_small_range10ops/s
    Mean Throughputrange_field_small_range10.02ops/s
    Median Throughputrange_field_small_range10.01ops/s
    Max Throughputrange_field_small_range10.05ops/s
    50th percentile latencyrange_field_small_range46.5228ms
    90th percentile latencyrange_field_small_range48.0354ms
    99th percentile latencyrange_field_small_range60.8918ms
    100th percentile latencyrange_field_small_range207.083ms
    50th percentile service timerange_field_small_range45.5805ms
    90th percentile service timerange_field_small_range47.1138ms
    99th percentile service timerange_field_small_range59.2172ms
    100th percentile service timerange_field_small_range175.764ms
    error raterange_field_small_range0%
    Min Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Median Throughputrange_field_conjunction_big_range_small_term_query10.01ops/s
    Max Throughputrange_field_conjunction_big_range_small_term_query10.04ops/s
    50th percentile latencyrange_field_conjunction_big_range_small_term_query24.156ms
    90th percentile latencyrange_field_conjunction_big_range_small_term_query25.4746ms
    99th percentile latencyrange_field_conjunction_big_range_small_term_query27.608ms
    100th percentile latencyrange_field_conjunction_big_range_small_term_query34.757ms
    50th percentile service timerange_field_conjunction_big_range_small_term_query23.2698ms
    90th percentile service timerange_field_conjunction_big_range_small_term_query24.6577ms
    99th percentile service timerange_field_conjunction_big_range_small_term_query26.6356ms
    100th percentile service timerange_field_conjunction_big_range_small_term_query33.9604ms
    error raterange_field_conjunction_big_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_small_term_query10.01ops/s
    Mean Throughputrange_field_conjunction_small_range_small_term_query10.02ops/s
    Median Throughputrange_field_conjunction_small_range_small_term_query10.02ops/s
    Max Throughputrange_field_conjunction_small_range_small_term_query10.07ops/s
    50th percentile latencyrange_field_conjunction_small_range_small_term_query28.8377ms
    90th percentile latencyrange_field_conjunction_small_range_small_term_query29.6972ms
    99th percentile latencyrange_field_conjunction_small_range_small_term_query31.4686ms
    100th percentile latencyrange_field_conjunction_small_range_small_term_query32.295ms
    50th percentile service timerange_field_conjunction_small_range_small_term_query27.0773ms
    90th percentile service timerange_field_conjunction_small_range_small_term_query27.617ms
    99th percentile service timerange_field_conjunction_small_range_small_term_query29.5806ms
    100th percentile service timerange_field_conjunction_small_range_small_term_query30.0048ms
    error raterange_field_conjunction_small_range_small_term_query0%
    Min Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Mean Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    Median Throughputrange_field_conjunction_small_range_big_term_query4ops/s
    Max Throughputrange_field_conjunction_small_range_big_term_query4.01ops/s
    50th percentile latencyrange_field_conjunction_small_range_big_term_query151.225ms
    90th percentile latencyrange_field_conjunction_small_range_big_term_query155.268ms
    99th percentile latencyrange_field_conjunction_small_range_big_term_query171.014ms
    100th percentile latencyrange_field_conjunction_small_range_big_term_query181.412ms
    50th percentile service timerange_field_conjunction_small_range_big_term_query150.189ms
    90th percentile service timerange_field_conjunction_small_range_big_term_query154.31ms
    99th percentile service timerange_field_conjunction_small_range_big_term_query170.064ms
    100th percentile service timerange_field_conjunction_small_range_big_term_query180.705ms
    error raterange_field_conjunction_small_range_big_term_query0%
    Min Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Mean Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Median Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    Max Throughputrange_field_conjunction_big_range_big_term_query1ops/s
    50th percentile latencyrange_field_conjunction_big_range_big_term_query727.747ms
    90th percentile latencyrange_field_conjunction_big_range_big_term_query738.902ms
    99th percentile latencyrange_field_conjunction_big_range_big_term_query766.764ms
    100th percentile latencyrange_field_conjunction_big_range_big_term_query786.151ms
    50th percentile service timerange_field_conjunction_big_range_big_term_query726.422ms
    90th percentile service timerange_field_conjunction_big_range_big_term_query737.509ms
    99th percentile service timerange_field_conjunction_big_range_big_term_query765.802ms
    100th percentile service timerange_field_conjunction_big_range_big_term_query784.866ms
    error raterange_field_conjunction_big_range_big_term_query0%
    Min Throughputrange_field_disjunction_small_range_small_term_query10ops/s
    Mean Throughputrange_field_disjunction_small_range_small_term_query10ops/s
    Median Throughputrange_field_disjunction_small_range_small_term_query10ops/s
    Max Throughputrange_field_disjunction_small_range_small_term_query10.01ops/s
    50th percentile latencyrange_field_disjunction_small_range_small_term_query84.6086ms
    90th percentile latencyrange_field_disjunction_small_range_small_term_query86.2697ms
    99th percentile latencyrange_field_disjunction_small_range_small_term_query98.4764ms
    100th percentile latencyrange_field_disjunction_small_range_small_term_query99.4547ms
    50th percentile service timerange_field_disjunction_small_range_small_term_query83.733ms
    90th percentile service timerange_field_disjunction_small_range_small_term_query85.5627ms
    99th percentile service timerange_field_disjunction_small_range_small_term_query97.3994ms
    100th percentile service timerange_field_disjunction_small_range_small_term_query98.409ms
    error raterange_field_disjunction_small_range_small_term_query0%
    Min Throughputrange_field_disjunction_big_range_small_term_query1.92ops/s
    Mean Throughputrange_field_disjunction_big_range_small_term_query1.93ops/s
    Median Throughputrange_field_disjunction_big_range_small_term_query1.93ops/s
    Max Throughputrange_field_disjunction_big_range_small_term_query1.93ops/s
    50th percentile latencyrange_field_disjunction_big_range_small_term_query111942ms
    90th percentile latencyrange_field_disjunction_big_range_small_term_query175460ms
    99th percentile latencyrange_field_disjunction_big_range_small_term_query189625ms
    100th percentile latencyrange_field_disjunction_big_range_small_term_query191193ms
    50th percentile service timerange_field_disjunction_big_range_small_term_query514.205ms
    90th percentile service timerange_field_disjunction_big_range_small_term_query528.152ms
    99th percentile service timerange_field_disjunction_big_range_small_term_query542.106ms
    100th percentile service timerange_field_disjunction_big_range_small_term_query685.196ms
    error raterange_field_disjunction_big_range_small_term_query0%

    [INFO] SUCCESS (took 2501 seconds)

    JDK 17 + es6.8 + percolator场景 第一轮

    [root@es09 ~]# esrally race --track=percolator --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    ____        ____

    • 1

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

    [INFO] Race id is [69702d68-7888-4a5d-b6fe-f6c184d70214]
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [INFO] Racing on track [percolator], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running percolator_with_content_president_bush [100% done]
    Running percolator_with_content_saddam_hussein [100% done]
    Running percolator_with_content_hurricane_katrina [100% done]
    Running percolator_with_content_google [100% done]
    Running percolator_no_score_with_content_google [100% done]
    Running percolator_with_highlighting [100% done]
    Running percolator_with_content_ignore_me [100% done]
    Running percolator_no_score_with_content_ignore_me [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards1.51138min
    Min cumulative indexing time across primary shards0.246967min
    Median cumulative indexing time across primary shards0.31565min
    Max cumulative indexing time across primary shards0.324467min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards0.111133min
    Cumulative merge count of primary shards17
    Min cumulative merge time across primary shards0.0152min
    Median cumulative merge time across primary shards0.0165833min
    Max cumulative merge time across primary shards0.03225min
    Cumulative merge throttle time of primary shards0min
    Min cumulative merge throttle time across primary shards0min
    Median cumulative merge throttle time across primary shards0min
    Max cumulative merge throttle time across primary shards0min
    Cumulative refresh time of primary shards0.0391min
    Cumulative refresh count of primary shards94
    Min cumulative refresh time across primary shards0.00611667min
    Median cumulative refresh time across primary shards0.00785min
    Max cumulative refresh time across primary shards0.00923333min
    Cumulative flush time of primary shards0min
    Cumulative flush count of primary shards5
    Min cumulative flush time across primary shards0min
    Median cumulative flush time across primary shards0min
    Max cumulative flush time across primary shards0min
    Total Young Gen GC time3.598s
    Total Young Gen GC count776
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size0.131722GB
    Translog size0.240319GB
    Heap used for segments0.804817MB
    Heap used for doc values0.00605392MB
    Heap used for terms0.738709MB
    Heap used for norms0MB
    Heap used for points0.0096159MB
    Heap used for stored fields0.0504379MB
    Segment count29
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    error rateindex0%
    Min Throughputpercolator_with_content_president_bush50.06ops/s
    Mean Throughputpercolator_with_content_president_bush50.08ops/s
    Median Throughputpercolator_with_content_president_bush50.08ops/s
    Max Throughputpercolator_with_content_president_bush50.1ops/s
    50th percentile latencypercolator_with_content_president_bush11.426ms
    90th percentile latencypercolator_with_content_president_bush13.6555ms
    99th percentile latencypercolator_with_content_president_bush30.4949ms
    100th percentile latencypercolator_with_content_president_bush31.9408ms
    50th percentile service timepercolator_with_content_president_bush10.0838ms
    90th percentile service timepercolator_with_content_president_bush11.1951ms
    99th percentile service timepercolator_with_content_president_bush29.977ms
    100th percentile service timepercolator_with_content_president_bush30.5158ms
    error ratepercolator_with_content_president_bush0%
    Min Throughputpercolator_with_content_saddam_hussein50.21ops/s
    Mean Throughputpercolator_with_content_saddam_hussein50.27ops/s
    Median Throughputpercolator_with_content_saddam_hussein50.27ops/s
    Max Throughputpercolator_with_content_saddam_hussein50.33ops/s
    50th percentile latencypercolator_with_content_saddam_hussein3.65088ms
    90th percentile latencypercolator_with_content_saddam_hussein4.17728ms
    99th percentile latencypercolator_with_content_saddam_hussein4.67185ms
    100th percentile latencypercolator_with_content_saddam_hussein6.18272ms
    50th percentile service timepercolator_with_content_saddam_hussein2.76077ms
    90th percentile service timepercolator_with_content_saddam_hussein3.10342ms
    99th percentile service timepercolator_with_content_saddam_hussein3.33856ms
    100th percentile service timepercolator_with_content_saddam_hussein5.09141ms
    error ratepercolator_with_content_saddam_hussein0%
    Min Throughputpercolator_with_content_hurricane_katrina50.08ops/s
    Mean Throughputpercolator_with_content_hurricane_katrina50.09ops/s
    Median Throughputpercolator_with_content_hurricane_katrina50.09ops/s
    Max Throughputpercolator_with_content_hurricane_katrina50.11ops/s
    50th percentile latencypercolator_with_content_hurricane_katrina10.1518ms
    90th percentile latencypercolator_with_content_hurricane_katrina11.4306ms
    99th percentile latencypercolator_with_content_hurricane_katrina13.6196ms
    100th percentile latencypercolator_with_content_hurricane_katrina15.551ms
    50th percentile service timepercolator_with_content_hurricane_katrina9.11904ms
    90th percentile service timepercolator_with_content_hurricane_katrina10.2527ms
    99th percentile service timepercolator_with_content_hurricane_katrina12.2748ms
    100th percentile service timepercolator_with_content_hurricane_katrina14.2026ms
    error ratepercolator_with_content_hurricane_katrina0%
    Min Throughputpercolator_with_content_google22.85ops/s
    Mean Throughputpercolator_with_content_google23.12ops/s
    Median Throughputpercolator_with_content_google23.18ops/s
    Max Throughputpercolator_with_content_google23.25ops/s
    50th percentile latencypercolator_with_content_google920.357ms
    90th percentile latencypercolator_with_content_google1187.31ms
    99th percentile latencypercolator_with_content_google1271.38ms
    100th percentile latencypercolator_with_content_google1277.91ms
    50th percentile service timepercolator_with_content_google42.3025ms
    90th percentile service timepercolator_with_content_google48.1545ms
    99th percentile service timepercolator_with_content_google54.4607ms
    100th percentile service timepercolator_with_content_google58.2554ms
    error ratepercolator_with_content_google0%
    Min Throughputpercolator_no_score_with_content_google100.2ops/s
    Mean Throughputpercolator_no_score_with_content_google100.2ops/s
    Median Throughputpercolator_no_score_with_content_google100.2ops/s
    Max Throughputpercolator_no_score_with_content_google100.2ops/s
    50th percentile latencypercolator_no_score_with_content_google3.78442ms
    90th percentile latencypercolator_no_score_with_content_google4.20793ms
    99th percentile latencypercolator_no_score_with_content_google4.99521ms
    100th percentile latencypercolator_no_score_with_content_google6.09812ms
    50th percentile service timepercolator_no_score_with_content_google2.92748ms
    90th percentile service timepercolator_no_score_with_content_google3.28532ms
    99th percentile service timepercolator_no_score_with_content_google4.50769ms
    100th percentile service timepercolator_no_score_with_content_google5.46018ms
    error ratepercolator_no_score_with_content_google0%
    Min Throughputpercolator_with_highlighting49.62ops/s
    Mean Throughputpercolator_with_highlighting49.66ops/s
    Median Throughputpercolator_with_highlighting49.66ops/s
    Max Throughputpercolator_with_highlighting49.71ops/s
    50th percentile latencypercolator_with_highlighting7.08559ms
    90th percentile latencypercolator_with_highlighting7.84214ms
    99th percentile latencypercolator_with_highlighting11.2258ms
    100th percentile latencypercolator_with_highlighting24.1709ms
    50th percentile service timepercolator_with_highlighting5.6344ms
    90th percentile service timepercolator_with_highlighting6.16834ms
    99th percentile service timepercolator_with_highlighting10.0086ms
    100th percentile service timepercolator_with_highlighting22.9274ms
    error ratepercolator_with_highlighting0%
    Min Throughputpercolator_with_content_ignore_me0.07ops/s
    Mean Throughputpercolator_with_content_ignore_me0.08ops/s
    Median Throughputpercolator_with_content_ignore_me0.08ops/s
    Max Throughputpercolator_with_content_ignore_me0.08ops/s
    50th percentile latencypercolator_with_content_ignore_me75701.6ms
    90th percentile latencypercolator_with_content_ignore_me118944ms
    99th percentile latencypercolator_with_content_ignore_me125290ms
    100th percentile latencypercolator_with_content_ignore_me126162ms
    50th percentile service timepercolator_with_content_ignore_me13064.3ms
    90th percentile service timepercolator_with_content_ignore_me13686.1ms
    99th percentile service timepercolator_with_content_ignore_me14083ms
    100th percentile service timepercolator_with_content_ignore_me14126.7ms
    error ratepercolator_with_content_ignore_me0%
    Min Throughputpercolator_no_score_with_content_ignore_me15.03ops/s
    Mean Throughputpercolator_no_score_with_content_ignore_me15.05ops/s
    Median Throughputpercolator_no_score_with_content_ignore_me15.04ops/s
    Max Throughputpercolator_no_score_with_content_ignore_me15.06ops/s
    50th percentile latencypercolator_no_score_with_content_ignore_me32.7674ms
    90th percentile latencypercolator_no_score_with_content_ignore_me50.2203ms
    99th percentile latencypercolator_no_score_with_content_ignore_me54.4034ms
    100th percentile latencypercolator_no_score_with_content_ignore_me55.9176ms
    50th percentile service timepercolator_no_score_with_content_ignore_me31.6571ms
    90th percentile service timepercolator_no_score_with_content_ignore_me49.2724ms
    99th percentile service timepercolator_no_score_with_content_ignore_me53.2333ms
    100th percentile service timepercolator_no_score_with_content_ignore_me55.2031ms
    error ratepercolator_no_score_with_content_ignore_me0%

    [WARNING] No throughput metrics available for [index]. Likely cause: The benchmark ended already during warmup.

    [INFO] SUCCESS (took 1984 seconds)

    JDK 17 + es6.8 + percolator场景 第二轮

    [root@es09 ~]# esrally race --track=percolator --target-hosts=10.10.10.10:9200,10.10.10.10:9201,10.10.10.10:9202 --pipeline=benchmark-only

    [INFO] Race id is [bfba6e4b-32e7-440d-bd6b-0a6cf6c5c779]
    [WARNING] Could not update tracks. Continuing with your locally available state.
    [INFO] Racing on track [percolator], challenge [append-no-conflicts] and car [‘external’] with version [6.8.0].

    Running delete-index [100% done]
    Running create-index [100% done]
    Running check-cluster-health [100% done]
    Running index [100% done]
    Running refresh-after-index [100% done]
    Running force-merge [100% done]
    Running refresh-after-force-merge [100% done]
    Running wait-until-merges-finish [100% done]
    Running percolator_with_content_president_bush [100% done]
    Running percolator_with_content_saddam_hussein [100% done]
    Running percolator_with_content_hurricane_katrina [100% done]
    Running percolator_with_content_google [100% done]
    Running percolator_no_score_with_content_google [100% done]
    Running percolator_with_highlighting [100% done]
    Running percolator_with_content_ignore_me [100% done]
    Running percolator_no_score_with_content_ignore_me [100% done]

    MetricTaskValueUnit
    Cumulative indexing time of primary shards1.25565min
    Min cumulative indexing time across primary shards0.236517min
    Median cumulative indexing time across primary shards0.2478min
    Max cumulative indexing time across primary shards0.268083min
    Cumulative indexing throttle time of primary shards0min
    Min cumulative indexing throttle time across primary shards0min
    Median cumulative indexing throttle time across primary shards0min
    Max cumulative indexing throttle time across primary shards0min
    Cumulative merge time of primary shards0.154833min
    Cumulative merge count of primary shards20
    Min cumulative merge time across primary shards0.0291167min
    Median cumulative merge time across primary shards0.0321min
    Max cumulative merge time across primary shards0.0323667min
    Cumulative merge throttle time of primary shards0min
    Min cumulative merge throttle time across primary shards0min
    Median cumulative merge throttle time across primary shards0min
    Max cumulative merge throttle time across primary shards0min
    Cumulative refresh time of primary shards0.0347167min
    Cumulative refresh count of primary shards120
    Min cumulative refresh time across primary shards0.006min
    Median cumulative refresh time across primary shards0.00688333min
    Max cumulative refresh time across primary shards0.00798333min
    Cumulative flush time of primary shards0min
    Cumulative flush count of primary shards5
    Min cumulative flush time across primary shards0min
    Median cumulative flush time across primary shards0min
    Max cumulative flush time across primary shards0min
    Total Young Gen GC time3.405s
    Total Young Gen GC count774
    Total Old Gen GC time0s
    Total Old Gen GC count0
    Store size0.129454GB
    Translog size0.240319GB
    Heap used for segments1.02814MB
    Heap used for doc values0.00154495MB
    Heap used for terms0.969244MB
    Heap used for norms0MB
    Heap used for points0.00937557MB
    Heap used for stored fields0.0479736MB
    Segment count5
    Total Ingest Pipeline count0
    Total Ingest Pipeline time0s
    Total Ingest Pipeline failed0
    error rateindex0%
    Min Throughputpercolator_with_content_president_bush50.07ops/s
    Mean Throughputpercolator_with_content_president_bush50.09ops/s
    Median Throughputpercolator_with_content_president_bush50.09ops/s
    Max Throughputpercolator_with_content_president_bush50.12ops/s
    50th percentile latencypercolator_with_content_president_bush10.7302ms
    90th percentile latencypercolator_with_content_president_bush12.1869ms
    99th percentile latencypercolator_with_content_president_bush18.4037ms
    100th percentile latencypercolator_with_content_president_bush19.201ms
    50th percentile service timepercolator_with_content_president_bush9.65139ms
    90th percentile service timepercolator_with_content_president_bush10.8686ms
    99th percentile service timepercolator_with_content_president_bush16.8586ms
    100th percentile service timepercolator_with_content_president_bush18.1659ms
    error ratepercolator_with_content_president_bush0%
    Min Throughputpercolator_with_content_saddam_hussein50.23ops/s
    Mean Throughputpercolator_with_content_saddam_hussein50.29ops/s
    Median Throughputpercolator_with_content_saddam_hussein50.29ops/s
    Max Throughputpercolator_with_content_saddam_hussein50.34ops/s
    50th percentile latencypercolator_with_content_saddam_hussein3.13917ms
    90th percentile latencypercolator_with_content_saddam_hussein4.52568ms
    99th percentile latencypercolator_with_content_saddam_hussein4.70083ms
    100th percentile latencypercolator_with_content_saddam_hussein4.9136ms
    50th percentile service timepercolator_with_content_saddam_hussein2.36902ms
    90th percentile service timepercolator_with_content_saddam_hussein2.52259ms
    99th percentile service timepercolator_with_content_saddam_hussein2.61275ms
    100th percentile service timepercolator_with_content_saddam_hussein2.64048ms
    error ratepercolator_with_content_saddam_hussein0%
    Min Throughputpercolator_with_content_hurricane_katrina50.12ops/s
    Mean Throughputpercolator_with_content_hurricane_katrina50.16ops/s
    Median Throughputpercolator_with_content_hurricane_katrina50.16ops/s
    Max Throughputpercolator_with_content_hurricane_katrina50.19ops/s
    50th percentile latencypercolator_with_content_hurricane_katrina8.69564ms
    90th percentile latencypercolator_with_content_hurricane_katrina10.2225
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  • 原文地址：https://blog.csdn.net/star1210644725/article/details/126054924