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[parkertimmins]

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[parkertimmins]

@martijnvg This PR currently re-samples from the whole dataset during a merge. So it's doing more iterations over doc values than is ideal. It also has a single symbol table per segment. I ran elastic/logs against baseline, but unfortunately ran both baseline and contender with patterned_text=true. Though this shouldn't effect the results much. It results in a 3.16% reduction in total index size. This was mostly in the fields url.path and url.original (there are a couple of each in different indices). These had a change in their doc values sizes by: -41.97%, -48.48%, -63.22%, -64.57%. The larger compression ratios come from the indices with less data. So it seem your idea of using multiple symbol table per segment, and only merging symbol tables below some size threshold, could improve the compression ratio. I plan to try this next.

esrally compare --baseline=8bbd8f5d-0bfe-42db-906f-004ffcc7abd7 --contender=92d7ffe0-a046-45fb-94e9-e1f33966680f --config=esbench

Overall metrics

|                                                                                                                                              Metric |                                                              Task |         Baseline |        Contender |              Diff |   Unit |   Diff % |
|----------------------------------------------------------------------------------------------------------------------------------------------------:|------------------------------------------------------------------:|-----------------:|-----------------:|------------------:|-------:|---------:|
|                                                                                                          Cumulative indexing time of primary shards |                                                                   |   2059.1         |   2022.48        |     -36.6194      |    min |   -1.78% |
|                                                                                                   Min cumulative indexing time across primary shard |                                                                   |      0           |      0           |       0           |    min |    0.00% |
|                                                                                                Median cumulative indexing time across primary shard |                                                                   |     64.8882      |     62.5138      |      -2.37438     |    min |   -3.66% |
|                                                                                                   Max cumulative indexing time across primary shard |                                                                   |    797.932       |    792.589       |      -5.34268     |    min |   -0.67% |
|                                                                                                 Cumulative indexing throttle time of primary shards |                                                                   |      0           |      0           |       0           |    min |    0.00% |
|                                                                                          Min cumulative indexing throttle time across primary shard |                                                                   |      0           |      0           |       0           |    min |    0.00% |
|                                                                                       Median cumulative indexing throttle time across primary shard |                                                                   |      0           |      0           |       0           |    min |    0.00% |
|                                                                                          Max cumulative indexing throttle time across primary shard |                                                                   |      0           |      0           |       0           |    min |    0.00% |
|                                                                                                             Cumulative merge time of primary shards |                                                                   |    486.118       |    463.496       |     -22.6217      |    min |   -4.65% |
|                                                                                                            Cumulative merge count of primary shards |                                                                   |    400           |    395           |      -5           |        |   -1.25% |
|                                                                                                      Min cumulative merge time across primary shard |                                                                   |      0           |      0           |       0           |    min |    0.00% |
|                                                                                                   Median cumulative merge time across primary shard |                                                                   |      7.80358     |      8.1899      |       0.38632     |    min |   +4.95% |
|                                                                                                      Max cumulative merge time across primary shard |                                                                   |    227.801       |    210.954       |     -16.8464      |    min |   -7.40% |
|                                                                                                    Cumulative merge throttle time of primary shards |                                                                   |     52.9963      |     56.606       |       3.60972     |    min |   +6.81% |
|                                                                                             Min cumulative merge throttle time across primary shard |                                                                   |      0           |      0           |       0           |    min |    0.00% |
|                                                                                          Median cumulative merge throttle time across primary shard |                                                                   |      0.659383    |      0.561017    |      -0.09837     |    min |  -14.92% |
|                                                                                             Max cumulative merge throttle time across primary shard |                                                                   |     18.167       |     17.203       |      -0.96403     |    min |   -5.31% |
|                                                                                                           Cumulative refresh time of primary shards |                                                                   |     23.2764      |     21.5608      |      -1.71563     |    min |   -7.37% |
|                                                                                                          Cumulative refresh count of primary shards |                                                                   |   2019           |   1999           |     -20           |        |   -0.99% |
|                                                                                                    Min cumulative refresh time across primary shard |                                                                   |      0           |      0           |       0           |    min |    0.00% |
|                                                                                                 Median cumulative refresh time across primary shard |                                                                   |      0.7473      |      0.7801      |       0.0328      |    min |   +4.39% |
|                                                                                                    Max cumulative refresh time across primary shard |                                                                   |      4.83972     |      4.65395     |      -0.18577     |    min |   -3.84% |
|                                                                                                             Cumulative flush time of primary shards |                                                                   |    109.376       |    101.378       |      -7.99802     |    min |   -7.31% |
|                                                                                                            Cumulative flush count of primary shards |                                                                   |   1870           |   1850           |     -20           |        |   -1.07% |
|                                                                                                      Min cumulative flush time across primary shard |                                                                   |      6.66667e-05 |      6.66667e-05 |       0           |    min |    0.00% |
|                                                                                                   Median cumulative flush time across primary shard |                                                                   |      5.3082      |      5.08355     |      -0.22465     |    min |   -4.23% |
|                                                                                                      Max cumulative flush time across primary shard |                                                                   |     18.7293      |     18.5445      |      -0.18477     |    min |   -0.99% |
|                                                                                                                             Total Young Gen GC time |                                                                   |    159.126       |    164.178       |       5.052       |      s |   +3.17% |
|                                                                                                                            Total Young Gen GC count |                                                                   |   8047           |   8011           |     -36           |        |   -0.45% |
|                                                                                                                               Total Old Gen GC time |                                                                   |      0           |      0           |       0           |      s |    0.00% |
|                                                                                                                              Total Old Gen GC count |                                                                   |      0           |      0           |       0           |        |    0.00% |
|                                                                                                                                        Dataset size |                                                                   |     27.5551      |     26.684       |      -0.87114     |     GB |   -3.16% |
|                                                                                                                                          Store size |                                                                   |     27.5551      |     26.684       |      -0.87114     |     GB |   -3.16% |
|                                                                                                                                       Translog size |                                                                   |      7.68341e-07 |      7.68341e-07 |       0           |     GB |    0.00% |
|                                                                                                                              Heap used for segments |                                                                   |      0           |      0           |       0           |     MB |    0.00% |
|                                                                                                                            Heap used for doc values |                                                                   |      0           |      0           |       0           |     MB |    0.00% |
|                                                                                                                                 Heap used for terms |                                                                   |      0           |      0           |       0           |     MB |    0.00% |
|                                                                                                                                 Heap used for norms |                                                                   |      0           |      0           |       0           |     MB |    0.00% |
|                                                                                                                                Heap used for points |                                                                   |      0           |      0           |       0           |     MB |    0.00% |
|                                                                                                                         Heap used for stored fields |                                                                   |      0           |      0           |       0           |     MB |    0.00% |
|                                                                                                                                       Segment count |                                                                   |     14           |     14           |       0           |        |    0.00% |
|                                                                                                                         Total Ingest Pipeline count |                                                                   |      4.88641e+08 |      4.88641e+08 |       0           |        |    0.00% |
|                                                                                                                          Total Ingest Pipeline time |                                                                   |      6.06688e+07 |      6.05336e+07 | -135130           |     ms |   -0.22% |
|                                                                                                                        Total Ingest Pipeline failed |                                                                   |      0           |      0           |       0           |        |    0.00% |

Url field data sizes

|                                                                                                                                              Metric |                                                              Task |         Baseline |        Contender |              Diff |   Unit |   Diff % |
|----------------------------------------------------------------------------------------------------------------------------------------------------:|------------------------------------------------------------------:|-----------------:|-----------------:|------------------:|-------:|---------:|
|                                                                       .ds-logs-apache.access-default-2025.08.05-000001 url.extension inverted index |                                                                   |      1.15696     |      1.15675     |      -0.00021     |     MB |   -0.02% |
|                                                                           .ds-logs-apache.access-default-2025.08.05-000001 url.extension doc values |                                                                   |      1.83232     |      1.83232     |       0           |     MB |    0.00% |
|                                                                                .ds-logs-apache.access-default-2025.08.05-000001 url.extension total |                                                                   |      2.98927     |      2.98907     |      -0.00021     |     MB |   -0.01% |
|                                                                           .ds-logs-apache.access-default-2025.08.05-000001 url.query inverted index |                                                                   |      3.39688     |      3.39589     |      -0.00099     |     MB |   -0.03% |
|                                                                               .ds-logs-apache.access-default-2025.08.05-000001 url.query doc values |                                                                   |      4.46545     |      4.46545     |       0           |     MB |    0.00% |
|                                                                                    .ds-logs-apache.access-default-2025.08.05-000001 url.query total |                                                                   |      7.86233     |      7.86134     |      -0.00099     |     MB |   -0.01% |
|                                                                   .ds-logs-apache.access-default-2025.08.05-000001 url.original.text inverted index |                                                                   |     15.0204      |     15.0166      |      -0.00379     |     MB |   -0.03% |
|                                                                            .ds-logs-apache.access-default-2025.08.05-000001 url.original.text total |                                                                   |     15.0204      |     15.0166      |      -0.00379     |     MB |   -0.03% |
|                                                                            .ds-logs-apache.access-default-2025.08.05-000001 url.path inverted index |                                                                   |     57.2682      |     57.2506      |      -0.01761     |     MB |   -0.03% |
|                                                                                .ds-logs-apache.access-default-2025.08.05-000001 url.path doc values |                                                                   |     99.8298      |     36.7139      |     -63.1159      |     MB |  -63.22% |
|                                                                                     .ds-logs-apache.access-default-2025.08.05-000001 url.path total |                                                                   |    157.098       |     93.9645      |     -63.1335      |     MB |  -40.19% |
|                                                                        .ds-logs-apache.access-default-2025.08.05-000001 url.original inverted index |                                                                   |     92.1792      |     92.1522      |      -0.02704     |     MB |   -0.03% |
|                                                                            .ds-logs-apache.access-default-2025.08.05-000001 url.original doc values |                                                                   |    149.964       |     53.1282      |     -96.8362      |     MB |  -64.57% |
|                                                                                 .ds-logs-apache.access-default-2025.08.05-000001 url.original total |                                                                   |    242.144       |    145.28        |     -96.8633      |     MB |  -40.00% |
|                                                                         .ds-logs-nginx.access-default-2025.08.05-000001 url.fragment inverted index |                                                                   |    144           |    144           |       0           |  bytes |    0.00% |
|                                                                             .ds-logs-nginx.access-default-2025.08.05-000001 url.fragment doc values |                                                                   |      2.20215     |      2.20215     |       0           |     kB |    0.00% |
|                                                                                  .ds-logs-nginx.access-default-2025.08.05-000001 url.fragment total |                                                                   |      2.34277     |      2.34277     |       0           |     kB |    0.00% |
|                                                                           .ds-logs-nginx.access-default-2025.08.05-000001 url.scheme inverted index |                                                                   |     76.248       |     76.375       |       0.12695     |     kB |   +0.17% |
|                                                                               .ds-logs-nginx.access-default-2025.08.05-000001 url.scheme doc values |                                                                   |    170.24        |    170.242       |       0.00195     |     kB |    0.00% |
|                                                                                    .ds-logs-nginx.access-default-2025.08.05-000001 url.scheme total |                                                                   |    246.488       |    246.617       |       0.12891     |     kB |   +0.05% |
|                                                                           .ds-logs-nginx.access-default-2025.08.05-000001 url.domain inverted index |                                                                   |    138.27        |    138.3         |       0.03027     |     kB |   +0.02% |
|                                                                               .ds-logs-nginx.access-default-2025.08.05-000001 url.domain doc values |                                                                   |    310.565       |    310.565       |       0           |     kB |    0.00% |
|                                                                                    .ds-logs-nginx.access-default-2025.08.05-000001 url.domain total |                                                                   |    448.835       |    448.865       |       0.03027     |     kB |    0.01% |
|                                                                   .ds-logs-nginx.access-default-2025.08.05-000001 url.query._original stored fields |                                                                   |      2.63036     |      2.21567     |      -0.41469     |     MB |  -15.77% |
|                                                                           .ds-logs-nginx.access-default-2025.08.05-000001 url.query._original total |                                                                   |      2.63036     |      2.21567     |      -0.41469     |     MB |  -15.77% |
|                                                                    .ds-logs-nginx.access-default-2025.08.05-000001 url.path._original stored fields |                                                                   |      3.13865     |      1.10025     |      -2.0384      |     MB |  -64.95% |
|                                                                            .ds-logs-nginx.access-default-2025.08.05-000001 url.path._original total |                                                                   |      3.13865     |      1.10025     |      -2.0384      |     MB |  -64.95% |
|                                                                .ds-logs-nginx.access-default-2025.08.05-000001 url.original._original stored fields |                                                                   |      5.80841     |      3.35892     |      -2.44949     |     MB |  -42.17% |
|                                                                        .ds-logs-nginx.access-default-2025.08.05-000001 url.original._original total |                                                                   |      5.80841     |      3.35892     |      -2.44949     |     MB |  -42.17% |
|                                                                        .ds-logs-nginx.access-default-2025.08.05-000001 url.extension inverted index |                                                                   |      3.54452     |      3.54724     |       0.00272     |     MB |   +0.08% |
|                                                                            .ds-logs-nginx.access-default-2025.08.05-000001 url.extension doc values |                                                                   |      7.24396     |      7.24422     |       0.00026     |     MB |    0.00% |
|                                                                                 .ds-logs-nginx.access-default-2025.08.05-000001 url.extension total |                                                                   |     10.7885      |     10.7915      |       0.00297     |     MB |   +0.03% |
|                                                                            .ds-logs-nginx.access-default-2025.08.05-000001 url.query inverted index |                                                                   |      4.57255     |      4.57273     |       0.00018     |     MB |    0.00% |
|                                                                                .ds-logs-nginx.access-default-2025.08.05-000001 url.query doc values |                                                                   |      6.50512     |      6.50199     |      -0.00313     |     MB |   -0.05% |
|                                                                                     .ds-logs-nginx.access-default-2025.08.05-000001 url.query total |                                                                   |     11.0777      |     11.0747      |      -0.00295     |     MB |   -0.03% |
|                                                                    .ds-logs-nginx.access-default-2025.08.05-000001 url.original.text inverted index |                                                                   |     85.0477      |     85.0617      |       0.014       |     MB |   +0.02% |
|                                                                             .ds-logs-nginx.access-default-2025.08.05-000001 url.original.text total |                                                                   |     85.0477      |     85.0617      |       0.014       |     MB |   +0.02% |
|                                                                             .ds-logs-nginx.access-default-2025.08.05-000001 url.path inverted index |                                                                   |    413.141       |    413.226       |       0.08461     |     MB |   +0.02% |
|                                                                                 .ds-logs-nginx.access-default-2025.08.05-000001 url.path doc values |                                                                   |    732.466       |    377.379       |    -355.087       |     MB |  -48.48% |
|                                                                                      .ds-logs-nginx.access-default-2025.08.05-000001 url.path total |                                                                   |   1145.61        |    790.605       |    -355.002       |     MB |  -30.99% |
|                                                                         .ds-logs-nginx.access-default-2025.08.05-000001 url.original inverted index |                                                                   |    511.659       |    511.786       |       0.1269      |     MB |   +0.02% |
|                                                                             .ds-logs-nginx.access-default-2025.08.05-000001 url.original doc values |                                                                   |    893.922       |    518.712       |    -375.21        |     MB |  -41.97% |
|                                                                                  .ds-logs-nginx.access-default-2025.08.05-000001 url.original total |                                                                   |      1.37264     |      1.00635     |      -0.36629     |     GB |  -26.69% |
|                                                                       .ds-logs-apache.access-default-2025.08.05-000001 url.extension inverted index |                                                                   |      1.15696     |      1.15675     |      -0.00021     |     MB |   -0.02% |
|                                                                           .ds-logs-apache.access-default-2025.08.05-000001 url.extension doc values |                                                                   |      1.83232     |      1.83232     |       0           |     MB |    0.00% |
|                                                                                .ds-logs-apache.access-default-2025.08.05-000001 url.extension total |                                                                   |      2.98927     |      2.98907     |      -0.00021     |     MB |   -0.01% |
|                                                                           .ds-logs-apache.access-default-2025.08.05-000001 url.query inverted index |                                                                   |      3.39688     |      3.39589     |      -0.00099     |     MB |   -0.03% |
|                                                                               .ds-logs-apache.access-default-2025.08.05-000001 url.query doc values |                                                                   |      4.46545     |      4.46545     |       0           |     MB |    0.00% |
|                                                                                    .ds-logs-apache.access-default-2025.08.05-000001 url.query total |                                                                   |      7.86233     |      7.86134     |      -0.00099     |     MB |   -0.01% |
|                                                                   .ds-logs-apache.access-default-2025.08.05-000001 url.original.text inverted index |                                                                   |     15.0204      |     15.0166      |      -0.00379     |     MB |   -0.03% |
|                                                                            .ds-logs-apache.access-default-2025.08.05-000001 url.original.text total |                                                                   |     15.0204      |     15.0166      |      -0.00379     |     MB |   -0.03% |
|                                                                            .ds-logs-apache.access-default-2025.08.05-000001 url.path inverted index |                                                                   |     57.2682      |     57.2506      |      -0.01761     |     MB |   -0.03% |
|                                                                                .ds-logs-apache.access-default-2025.08.05-000001 url.path doc values |                                                                   |     99.8298      |     36.7139      |     -63.1159      |     MB |  -63.22% |
|                                                                                     .ds-logs-apache.access-default-2025.08.05-000001 url.path total |                                                                   |    157.098       |     93.9645      |     -63.1335      |     MB |  -40.19% |
|                                                                        .ds-logs-apache.access-default-2025.08.05-000001 url.original inverted index |                                                                   |     92.1792      |     92.1522      |      -0.02704     |     MB |   -0.03% |
|                                                                            .ds-logs-apache.access-default-2025.08.05-000001 url.original doc values |                                                                   |    149.964       |     53.1282      |     -96.8362      |     MB |  -64.57% |
|                                                                                 .ds-logs-apache.access-default-2025.08.05-000001 url.original total |                                                                   |    242.144       |    145.28        |     -96.8633      |     MB |  -40.00% |
|                                                                         .ds-logs-nginx.access-default-2025.08.05-000001 url.fragment inverted index |                                                                   |    144           |    144           |       0           |  bytes |    0.00% |
|                                                                             .ds-logs-nginx.access-default-2025.08.05-000001 url.fragment doc values |                                                                   |      2.20215     |      2.20215     |       0           |     kB |    0.00% |
|                                                                                  .ds-logs-nginx.access-default-2025.08.05-000001 url.fragment total |                                                                   |      2.34277     |      2.34277     |       0           |     kB |    0.00% |
|                                                                           .ds-logs-nginx.access-default-2025.08.05-000001 url.scheme inverted index |                                                                   |     76.248       |     76.375       |       0.12695     |     kB |   +0.17% |
|                                                                               .ds-logs-nginx.access-default-2025.08.05-000001 url.scheme doc values |                                                                   |    170.24        |    170.242       |       0.00195     |     kB |    0.00% |
|                                                                                    .ds-logs-nginx.access-default-2025.08.05-000001 url.scheme total |                                                                   |    246.488       |    246.617       |       0.12891     |     kB |   +0.05% |
|                                                                           .ds-logs-nginx.access-default-2025.08.05-000001 url.domain inverted index |                                                                   |    138.27        |    138.3         |       0.03027     |     kB |   +0.02% |
|                                                                               .ds-logs-nginx.access-default-2025.08.05-000001 url.domain doc values |                                                                   |    310.565       |    310.565       |       0           |     kB |    0.00% |
|                                                                                    .ds-logs-nginx.access-default-2025.08.05-000001 url.domain total |                                                                   |    448.835       |    448.865       |       0.03027     |     kB |    0.01% |
|                                                                   .ds-logs-nginx.access-default-2025.08.05-000001 url.query._original stored fields |                                                                   |      2.63036     |      2.21567     |      -0.41469     |     MB |  -15.77% |
|                                                                           .ds-logs-nginx.access-default-2025.08.05-000001 url.query._original total |                                                                   |      2.63036     |      2.21567     |      -0.41469     |     MB |  -15.77% |
|                                                                    .ds-logs-nginx.access-default-2025.08.05-000001 url.path._original stored fields |                                                                   |      3.13865     |      1.10025     |      -2.0384      |     MB |  -64.95% |
|                                                                            .ds-logs-nginx.access-default-2025.08.05-000001 url.path._original total |                                                                   |      3.13865     |      1.10025     |      -2.0384      |     MB |  -64.95% |
|                                                                .ds-logs-nginx.access-default-2025.08.05-000001 url.original._original stored fields |                                                                   |      5.80841     |      3.35892     |      -2.44949     |     MB |  -42.17% |
|                                                                        .ds-logs-nginx.access-default-2025.08.05-000001 url.original._original total |                                                                   |      5.80841     |      3.35892     |      -2.44949     |     MB |  -42.17% |
|                                                                        .ds-logs-nginx.access-default-2025.08.05-000001 url.extension inverted index |                                                                   |      3.54452     |      3.54724     |       0.00272     |     MB |   +0.08% |
|                                                                            .ds-logs-nginx.access-default-2025.08.05-000001 url.extension doc values |                                                                   |      7.24396     |      7.24422     |       0.00026     |     MB |    0.00% |
|                                                                                 .ds-logs-nginx.access-default-2025.08.05-000001 url.extension total |                                                                   |     10.7885      |     10.7915      |       0.00297     |     MB |   +0.03% |
|                                                                            .ds-logs-nginx.access-default-2025.08.05-000001 url.query inverted index |                                                                   |      4.57255     |      4.57273     |       0.00018     |     MB |    0.00% |
|                                                                                .ds-logs-nginx.access-default-2025.08.05-000001 url.query doc values |                                                                   |      6.50512     |      6.50199     |      -0.00313     |     MB |   -0.05% |
|                                                                                     .ds-logs-nginx.access-default-2025.08.05-000001 url.query total |                                                                   |     11.0777      |     11.0747      |      -0.00295     |     MB |   -0.03% |
|                                                                    .ds-logs-nginx.access-default-2025.08.05-000001 url.original.text inverted index |                                                                   |     85.0477      |     85.0617      |       0.014       |     MB |   +0.02% |
|                                                                             .ds-logs-nginx.access-default-2025.08.05-000001 url.original.text total |                                                                   |     85.0477      |     85.0617      |       0.014       |     MB |   +0.02% |
|                                                                             .ds-logs-nginx.access-default-2025.08.05-000001 url.path inverted index |                                                                   |    413.141       |    413.226       |       0.08461     |     MB |   +0.02% |
|                                                                                 .ds-logs-nginx.access-default-2025.08.05-000001 url.path doc values |                                                                   |    732.466       |    377.379       |    -355.087       |     MB |  -48.48% |
|                                                                                      .ds-logs-nginx.access-default-2025.08.05-000001 url.path total |                                                                   |   1145.61        |    790.605       |    -355.002       |     MB |  -30.99% |
|                                                                         .ds-logs-nginx.access-default-2025.08.05-000001 url.original inverted index |                                                                   |    511.659       |    511.786       |       0.1269      |     MB |   +0.02% |
|                                                                             .ds-logs-nginx.access-default-2025.08.05-000001 url.original doc values |                                                                   |    893.922       |    518.712       |    -375.21        |     MB |  -41.97% |
|                                                                                  .ds-logs-nginx.access-default-2025.08.05-000001 url.original total |                                                                   |      1.37264     |      1.00635     |      -0.36629     |     GB |  -26.69% |

[parkertimmins]

And here are the timing stats from the above benchmark comparison.

Click to see the details

|                                                                                                                                              Metric |                                                              Task |         Baseline |        Contender |              Diff |   Unit |   Diff % |
|----------------------------------------------------------------------------------------------------------------------------------------------------:|------------------------------------------------------------------:|-----------------:|-----------------:|------------------:|-------:|---------:|
|                                                                                                                                      Min Throughput |                                                  insert-pipelines |     14.851       |     14.4152      |      -0.43582     |  ops/s |   -2.93% |
|                                                                                                                                     Mean Throughput |                                                  insert-pipelines |     14.851       |     14.4152      |      -0.43582     |  ops/s |   -2.93% |
|                                                                                                                                   Median Throughput |                                                  insert-pipelines |     14.851       |     14.4152      |      -0.43582     |  ops/s |   -2.93% |
|                                                                                                                                      Max Throughput |                                                  insert-pipelines |     14.851       |     14.4152      |      -0.43582     |  ops/s |   -2.93% |
|                                                                                                                            100th percentile latency |                                                  insert-pipelines |    958.15        |    989.736       |      31.5856      |     ms |   +3.30% |
|                                                                                                                       100th percentile service time |                                                  insert-pipelines |    958.15        |    989.736       |      31.5856      |     ms |   +3.30% |
|                                                                                                                                          error rate |                                                  insert-pipelines |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                        insert-ilm |     25.1267      |     24.5906      |      -0.53608     |  ops/s |   -2.13% |
|                                                                                                                                     Mean Throughput |                                                        insert-ilm |     25.1267      |     24.5906      |      -0.53608     |  ops/s |   -2.13% |
|                                                                                                                                   Median Throughput |                                                        insert-ilm |     25.1267      |     24.5906      |      -0.53608     |  ops/s |   -2.13% |
|                                                                                                                                      Max Throughput |                                                        insert-ilm |     25.1267      |     24.5906      |      -0.53608     |  ops/s |   -2.13% |
|                                                                                                                            100th percentile latency |                                                        insert-ilm |     38.7482      |     39.5679      |       0.81964     |     ms |   +2.12% |
|                                                                                                                       100th percentile service time |                                                        insert-ilm |     38.7482      |     39.5679      |       0.81964     |     ms |   +2.12% |
|                                                                                                                                          error rate |                                                        insert-ilm |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                            validate-package-template-installation |     47.263       |     46.9198      |      -0.34313     |  ops/s |   -0.73% |
|                                                                                                                                     Mean Throughput |                            validate-package-template-installation |     47.263       |     46.9198      |      -0.34313     |  ops/s |   -0.73% |
|                                                                                                                                   Median Throughput |                            validate-package-template-installation |     47.263       |     46.9198      |      -0.34313     |  ops/s |   -0.73% |
|                                                                                                                                      Max Throughput |                            validate-package-template-installation |     47.263       |     46.9198      |      -0.34313     |  ops/s |   -0.73% |
|                                                                                                                            100th percentile latency |                            validate-package-template-installation |     20.874       |     21.0168      |       0.14279     |     ms |   +0.68% |
|                                                                                                                       100th percentile service time |                            validate-package-template-installation |     20.874       |     21.0168      |       0.14279     |     ms |   +0.68% |
|                                                                                                                                          error rate |                            validate-package-template-installation |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                   update-custom-package-templates |     33.0458      |     30.8015      |      -2.24428     |  ops/s |   -6.79% |
|                                                                                                                                     Mean Throughput |                                   update-custom-package-templates |     33.0458      |     30.8015      |      -2.24428     |  ops/s |   -6.79% |
|                                                                                                                                   Median Throughput |                                   update-custom-package-templates |     33.0458      |     30.8015      |      -2.24428     |  ops/s |   -6.79% |
|                                                                                                                                      Max Throughput |                                   update-custom-package-templates |     33.0458      |     30.8015      |      -2.24428     |  ops/s |   -6.79% |
|                                                                                                                            100th percentile latency |                                   update-custom-package-templates |    362.832       |    389.285       |      26.4534      |     ms |   +7.29% |
|                                                                                                                       100th percentile service time |                                   update-custom-package-templates |    362.832       |    389.285       |      26.4534      |     ms |   +7.29% |
|                                                                                                                                          error rate |                                   update-custom-package-templates |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                        bulk-index |    868.208       |   1196.12        |     327.917       | docs/s |  +37.77% |
|                                                                                                                                     Mean Throughput |                                                        bulk-index |  54524.3         |  55254.4         |     730.156       | docs/s |   +1.34% |
|                                                                                                                                   Median Throughput |                                                        bulk-index |  54689.5         |  55428           |     738.547       | docs/s |   +1.35% |
|                                                                                                                                      Max Throughput |                                                        bulk-index |  56416.9         |  56955.3         |     538.418       | docs/s |   +0.95% |
|                                                                                                                             50th percentile latency |                                                        bulk-index |   1631.59        |   1617.18        |     -14.406       |     ms |   -0.88% |
|                                                                                                                             90th percentile latency |                                                        bulk-index |   3418.21        |   3356.21        |     -61.998       |     ms |   -1.81% |
|                                                                                                                             99th percentile latency |                                                        bulk-index |   8283.52        |   8172.47        |    -111.05        |     ms |   -1.34% |
|                                                                                                                           99.9th percentile latency |                                                        bulk-index |  12866.4         |  11796.1         |   -1070.21        |     ms |   -8.32% |
|                                                                                                                          99.99th percentile latency |                                                        bulk-index |  19941.5         |  15591.7         |   -4349.8         |     ms |  -21.81% |
|                                                                                                                            100th percentile latency |                                                        bulk-index |  22731.5         |  21368.3         |   -1363.27        |     ms |   -6.00% |
|                                                                                                                        50th percentile service time |                                                        bulk-index |   1638.75        |   1614.01        |     -24.7471      |     ms |   -1.51% |
|                                                                                                                        90th percentile service time |                                                        bulk-index |   3417.84        |   3374.59        |     -43.2432      |     ms |   -1.27% |
|                                                                                                                        99th percentile service time |                                                        bulk-index |   8301.54        |   8155.38        |    -146.157       |     ms |   -1.76% |
|                                                                                                                      99.9th percentile service time |                                                        bulk-index |  12866.6         |  11795.4         |   -1071.18        |     ms |   -8.33% |
|                                                                                                                     99.99th percentile service time |                                                        bulk-index |  19941.5         |  15643.2         |   -4298.32        |     ms |  -21.55% |
|                                                                                                                       100th percentile service time |                                                        bulk-index |  22731.5         |  21368.3         |   -1363.27        |     ms |   -6.00% |
|                                                                                                                                          error rate |                                                        bulk-index |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                 discovery-search-request-size-100 |      5.7229      |      5.80616     |       0.08326     |  ops/s |   +1.45% |
|                                                                                                                                     Mean Throughput |                                 discovery-search-request-size-100 |      9.16496     |      9.87391     |       0.70895     |  ops/s |   +7.74% |
|                                                                                                                                   Median Throughput |                                 discovery-search-request-size-100 |      9.91528     |     10.6194      |       0.70411     |  ops/s |   +7.10% |
|                                                                                                                                      Max Throughput |                                 discovery-search-request-size-100 |     11.8567      |     12.4507      |       0.594       |  ops/s |   +5.01% |
|                                                                                                                             50th percentile latency |                                 discovery-search-request-size-100 |     61.7082      |     65.784       |       4.07579     |     ms |   +6.60% |
|                                                                                                                             90th percentile latency |                                 discovery-search-request-size-100 |     80.3052      |     85.9179      |       5.61269     |     ms |   +6.99% |
|                                                                                                                            100th percentile latency |                                 discovery-search-request-size-100 |    334.452       |    332.139       |      -2.31235     |     ms |   -0.69% |
|                                                                                                                        50th percentile service time |                                 discovery-search-request-size-100 |     61.7082      |     65.784       |       4.07579     |     ms |   +6.60% |
|                                                                                                                        90th percentile service time |                                 discovery-search-request-size-100 |     80.3052      |     85.9179      |       5.61269     |     ms |   +6.99% |
|                                                                                                                       100th percentile service time |                                 discovery-search-request-size-100 |    334.452       |    332.139       |      -2.31235     |     ms |   -0.69% |
|                                                                                                                                          error rate |                                 discovery-search-request-size-100 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                 discovery-search-request-size-500 |      6.77215     |      6.54027     |      -0.23187     |  ops/s |   -3.42% |
|                                                                                                                                     Mean Throughput |                                 discovery-search-request-size-500 |      6.95484     |      6.64121     |      -0.31363     |  ops/s |   -4.51% |
|                                                                                                                                   Median Throughput |                                 discovery-search-request-size-500 |      6.98939     |      6.62108     |      -0.36831     |  ops/s |   -5.27% |
|                                                                                                                                      Max Throughput |                                 discovery-search-request-size-500 |      7.05148     |      6.74784     |      -0.30364     |  ops/s |   -4.31% |
|                                                                                                                             50th percentile latency |                                 discovery-search-request-size-500 |    140.729       |    145.879       |       5.15008     |     ms |   +3.66% |
|                                                                                                                             90th percentile latency |                                 discovery-search-request-size-500 |    144.785       |    156.297       |      11.5119      |     ms |   +7.95% |
|                                                                                                                            100th percentile latency |                                 discovery-search-request-size-500 |    153.333       |    158.512       |       5.17812     |     ms |   +3.38% |
|                                                                                                                        50th percentile service time |                                 discovery-search-request-size-500 |    140.729       |    145.879       |       5.15008     |     ms |   +3.66% |
|                                                                                                                        90th percentile service time |                                 discovery-search-request-size-500 |    144.785       |    156.297       |      11.5119      |     ms |   +7.95% |
|                                                                                                                       100th percentile service time |                                 discovery-search-request-size-500 |    153.333       |    158.512       |       5.17812     |     ms |   +3.38% |
|                                                                                                                                          error rate |                                 discovery-search-request-size-500 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                discovery-search-request-size-1000 |      3.86636     |      3.91668     |       0.05032     |  ops/s |   +1.30% |
|                                                                                                                                     Mean Throughput |                                discovery-search-request-size-1000 |      4.02688     |      3.96365     |      -0.06323     |  ops/s |   -1.57% |
|                                                                                                                                   Median Throughput |                                discovery-search-request-size-1000 |      4.04312     |      3.96823     |      -0.07488     |  ops/s |   -1.85% |
|                                                                                                                                      Max Throughput |                                discovery-search-request-size-1000 |      4.07316     |      3.98617     |      -0.08699     |  ops/s |   -2.14% |
|                                                                                                                             50th percentile latency |                                discovery-search-request-size-1000 |    241.935       |    247.135       |       5.19973     |     ms |   +2.15% |
|                                                                                                                             90th percentile latency |                                discovery-search-request-size-1000 |    249.262       |    256.137       |       6.87525     |     ms |   +2.76% |
|                                                                                                                            100th percentile latency |                                discovery-search-request-size-1000 |    278.478       |    322.33        |      43.8524      |     ms |  +15.75% |
|                                                                                                                        50th percentile service time |                                discovery-search-request-size-1000 |    241.935       |    247.135       |       5.19973     |     ms |   +2.15% |
|                                                                                                                        90th percentile service time |                                discovery-search-request-size-1000 |    249.262       |    256.137       |       6.87525     |     ms |   +2.76% |
|                                                                                                                       100th percentile service time |                                discovery-search-request-size-1000 |    278.478       |    322.33        |      43.8524      |     ms |  +15.75% |
|                                                                                                                                          error rate |                                discovery-search-request-size-1000 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                   discover/search |      0.00114549  |      0.00114547  |      -0           |  ops/s |   -0.00% |
|                                                                                                                                     Mean Throughput |                                                   discover/search |      0.00262543  |      0.00270792  |       8e-05       |  ops/s |   +3.14% |
|                                                                                                                                   Median Throughput |                                                   discover/search |      0.00273234  |      0.00291098  |       0.00018     |  ops/s |   +6.54% |
|                                                                                                                                      Max Throughput |                                                   discover/search |      0.00384728  |      0.00384723  |      -0           |  ops/s |   -0.00% |
|                                                                                                                             50th percentile latency |                                                   discover/search |    555.249       |    551.909       |      -3.34067     |     ms |   -0.60% |
|                                                                                                                             90th percentile latency |                                                   discover/search |    883.479       |    880.829       |      -2.64979     |     ms |   -0.30% |
|                                                                                                                            100th percentile latency |                                                   discover/search |   1115.3         |   1134.46        |      19.1635      |     ms |   +1.72% |
|                                                                                                                        50th percentile service time |                                                   discover/search |    546.481       |    550.88        |       4.39948     |     ms |   +0.81% |
|                                                                                                                        90th percentile service time |                                                   discover/search |    597.849       |    601.326       |       3.47661     |     ms |   +0.58% |
|                                                                                                                       100th percentile service time |                                                   discover/search |    658.209       |    664.977       |       6.76764     |     ms |   +1.03% |
|                                                                                                                                          error rate |                                                   discover/search |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                discover/visualize |      0.00115749  |      0.00115748  |      -0           |  ops/s |   -0.00% |
|                                                                                                                                     Mean Throughput |                                                discover/visualize |      0.00424335  |      0.00424339  |       0           |  ops/s |    0.00% |
|                                                                                                                                   Median Throughput |                                                discover/visualize |      0.00415864  |      0.00415861  |      -0           |  ops/s |   -0.00% |
|                                                                                                                                      Max Throughput |                                                discover/visualize |      0.00703715  |      0.0070371   |      -0           |  ops/s |   -0.00% |
|                                                                                                                             50th percentile latency |                                                discover/visualize |    525.247       |    529.788       |       4.54089     |     ms |   +0.86% |
|                                                                                                                             90th percentile latency |                                                discover/visualize |   8350.45        |   7948.47        |    -401.978       |     ms |   -4.81% |
|                                                                                                                            100th percentile latency |                                                discover/visualize |  11550.7         |  11050.2         |    -500.466       |     ms |   -4.33% |
|                                                                                                                        50th percentile service time |                                                discover/visualize |    523.128       |    528.02        |       4.89124     |     ms |   +0.93% |
|                                                                                                                        90th percentile service time |                                                discover/visualize |   3577.28        |   3470.31        |    -106.971       |     ms |   -2.99% |
|                                                                                                                       100th percentile service time |                                                discover/visualize |  11548.4         |  11047           |    -501.379       |     ms |   -4.34% |
|                                                                                                                                          error rate |                                                discover/visualize |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                             kafka |      0.00250884  |      0.00250886  |       0           |  ops/s |    0.00% |
|                                                                                                                                     Mean Throughput |                                                             kafka |      0.00523736  |      0.00523737  |       0           |  ops/s |    0.00% |
|                                                                                                                                   Median Throughput |                                                             kafka |      0.00510488  |      0.00510488  |       0           |  ops/s |    0.00% |
|                                                                                                                                      Max Throughput |                                                             kafka |      0.00919636  |      0.00919642  |       0           |  ops/s |    0.00% |
|                                                                                                                             50th percentile latency |                                                             kafka |    436.362       |    456.244       |      19.8815      |     ms |   +4.56% |
|                                                                                                                             90th percentile latency |                                                             kafka |    654.178       |    673.747       |      19.5684      |     ms |   +2.99% |
|                                                                                                                            100th percentile latency |                                                             kafka |    879.427       |    930.899       |      51.4713      |     ms |   +5.85% |
|                                                                                                                        50th percentile service time |                                                             kafka |    434.567       |    454.301       |      19.7341      |     ms |   +4.54% |
|                                                                                                                        90th percentile service time |                                                             kafka |    652.369       |    672.226       |      19.8563      |     ms |   +3.04% |
|                                                                                                                       100th percentile service time |                                                             kafka |    877.071       |    928.149       |      51.0782      |     ms |   +5.82% |
|                                                                                                                                          error rate |                                                             kafka |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                             nginx |      0.00322653  |      0.00322655  |       0           |  ops/s |    0.00% |
|                                                                                                                                     Mean Throughput |                                                             nginx |      0.0113406   |      0.0113403   |      -0           |  ops/s |   -0.00% |
|                                                                                                                                   Median Throughput |                                                             nginx |      0.011329    |      0.011329    |       0           |  ops/s |    0.00% |
|                                                                                                                                      Max Throughput |                                                             nginx |      0.0169603   |      0.0169603   |       0           |  ops/s |    0.00% |
|                                                                                                                             50th percentile latency |                                                             nginx |   1753.56        |   1754.89        |       1.33075     |     ms |   +0.08% |
|                                                                                                                             90th percentile latency |                                                             nginx |   3791.33        |   4277.14        |     485.805       |     ms |  +12.81% |
|                                                                                                                            100th percentile latency |                                                             nginx |   7661.6         |   8811.88        |    1150.28        |     ms |  +15.01% |
|                                                                                                                        50th percentile service time |                                                             nginx |   1741.83        |   1745.89        |       4.05573     |     ms |   +0.23% |
|                                                                                                                        90th percentile service time |                                                             nginx |   3768.27        |   4173.63        |     405.357       |     ms |  +10.76% |
|                                                                                                                       100th percentile service time |                                                             nginx |   7660.67        |   8810.76        |    1150.09        |     ms |  +15.01% |
|                                                                                                                                          error rate |                                                             nginx |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                            apache |      0.0113956   |      0.0113956   |       0           |  ops/s |    0.00% |
|                                                                                                                                     Mean Throughput |                                                            apache |      0.0355239   |      0.0355245   |       0           |  ops/s |    0.00% |
|                                                                                                                                   Median Throughput |                                                            apache |      0.0392202   |      0.0392207   |       0           |  ops/s |    0.00% |
|                                                                                                                                      Max Throughput |                                                            apache |      0.0681198   |      0.0681228   |       0           |  ops/s |    0.00% |
|                                                                                                                             50th percentile latency |                                                            apache |    382.17        |    390.615       |       8.44427     |     ms |   +2.21% |
|                                                                                                                             90th percentile latency |                                                            apache |    800.104       |    831.319       |      31.215       |     ms |   +3.90% |
|                                                                                                                            100th percentile latency |                                                            apache |   1687.72        |   1772.24        |      84.5211      |     ms |   +5.01% |
|                                                                                                                        50th percentile service time |                                                            apache |    380.496       |    388.688       |       8.19284     |     ms |   +2.15% |
|                                                                                                                        90th percentile service time |                                                            apache |    797.542       |    828.773       |      31.2304      |     ms |   +3.92% |
|                                                                                                                       100th percentile service time |                                                            apache |   1684.8         |   1769.46        |      84.6552      |     ms |   +5.02% |
|                                                                                                                                          error rate |                                                            apache |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                       system/auth |      0.027945    |      0.027945    |       0           |  ops/s |    0.00% |
|                                                                                                                                     Mean Throughput |                                                       system/auth |      0.0470602   |      0.0470602   |      -0           |  ops/s |   -0.00% |
|                                                                                                                                   Median Throughput |                                                       system/auth |      0.049052    |      0.049052    |       0           |  ops/s |    0.00% |
|                                                                                                                                      Max Throughput |                                                       system/auth |      0.0668286   |      0.0668287   |       0           |  ops/s |    0.00% |
|                                                                                                                             50th percentile latency |                                                       system/auth |    325.397       |    325.303       |      -0.09427     |     ms |   -0.03% |
|                                                                                                                             90th percentile latency |                                                       system/auth |    444           |    416.956       |     -27.0435      |     ms |   -6.09% |
|                                                                                                                             99th percentile latency |                                                       system/auth |   3155.28        |   3183.93        |      28.6513      |     ms |   +0.91% |
|                                                                                                                            100th percentile latency |                                                       system/auth |   3277.11        |   3236.9         |     -40.2073      |     ms |   -1.23% |
|                                                                                                                        50th percentile service time |                                                       system/auth |    323.301       |    323.349       |       0.04773     |     ms |   +0.01% |
|                                                                                                                        90th percentile service time |                                                       system/auth |    442.518       |    415.435       |     -27.0832      |     ms |   -6.12% |
|                                                                                                                        99th percentile service time |                                                       system/auth |   3142.15        |   3168.99        |      26.8476      |     ms |   +0.85% |
|                                                                                                                       100th percentile service time |                                                       system/auth |   3276.04        |   3235.51        |     -40.5335      |     ms |   -1.24% |
|                                                                                                                                          error rate |                                                       system/auth |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                           system/syslog/dashboard |      0.0120587   |      0.0120587   |      -0           |  ops/s |   -0.00% |
|                                                                                                                                     Mean Throughput |                                           system/syslog/dashboard |      0.0256247   |      0.0257446   |       0.00012     |  ops/s |   +0.47% |
|                                                                                                                                   Median Throughput |                                           system/syslog/dashboard |      0.0251831   |      0.0252108   |       3e-05       |  ops/s |   +0.11% |
|                                                                                                                                      Max Throughput |                                           system/syslog/dashboard |      0.0333853   |      0.0333851   |      -0           |  ops/s |   -0.00% |
|                                                                                                                             50th percentile latency |                                           system/syslog/dashboard |    462.356       |    464.231       |       1.87514     |     ms |   +0.41% |
|                                                                                                                             90th percentile latency |                                           system/syslog/dashboard |    981.578       |   1041.68        |      60.1042      |     ms |   +6.12% |
|                                                                                                                            100th percentile latency |                                           system/syslog/dashboard |   2733.68        |   2885.31        |     151.626       |     ms |   +5.55% |
|                                                                                                                        50th percentile service time |                                           system/syslog/dashboard |    440.244       |    438.878       |      -1.36568     |     ms |   -0.31% |
|                                                                                                                        90th percentile service time |                                           system/syslog/dashboard |    957.819       |   1000.77        |      42.9517      |     ms |   +4.48% |
|                                                                                                                       100th percentile service time |                                           system/syslog/dashboard |   2732.23        |   2884.45        |     152.222       |     ms |   +5.57% |
|                                                                                                                                          error rate |                                           system/syslog/dashboard |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                system/syslog/lens |      0.0062273   |      0.0062273   |       0           |  ops/s |    0.00% |
|                                                                                                                                     Mean Throughput |                                                system/syslog/lens |      0.0107395   |      0.0107395   |      -0           |  ops/s |   -0.00% |
|                                                                                                                                   Median Throughput |                                                system/syslog/lens |      0.0108108   |      0.0108108   |       0           |  ops/s |    0.00% |
|                                                                                                                                      Max Throughput |                                                system/syslog/lens |      0.0144265   |      0.0144265   |       0           |  ops/s |    0.00% |
|                                                                                                                             50th percentile latency |                                                system/syslog/lens |    852.699       |    852.962       |       0.26331     |     ms |   +0.03% |
|                                                                                                                             90th percentile latency |                                                system/syslog/lens |   1413.81        |   1501.42        |      87.6015      |     ms |   +6.20% |
|                                                                                                                            100th percentile latency |                                                system/syslog/lens |   2938.3         |   3085.04        |     146.74        |     ms |   +4.99% |
|                                                                                                                        50th percentile service time |                                                system/syslog/lens |    851.078       |    851.22        |       0.14267     |     ms |   +0.02% |
|                                                                                                                        90th percentile service time |                                                system/syslog/lens |   1411.97        |   1499.69        |      87.7178      |     ms |   +6.21% |
|                                                                                                                       100th percentile service time |                                                system/syslog/lens |   2937.52        |   3084.64        |     147.124       |     ms |   +5.01% |
|                                                                                                                                          error rate |                                                system/syslog/lens |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                   mysql/dashboard |      0.00112499  |      0.00112498  |      -0           |  ops/s |   -0.00% |
|                                                                                                                                     Mean Throughput |                                                   mysql/dashboard |      0.00505697  |      0.00505692  |      -0           |  ops/s |   -0.00% |
|                                                                                                                                   Median Throughput |                                                   mysql/dashboard |      0.0052509   |      0.00525086  |      -0           |  ops/s |   -0.00% |
|                                                                                                                                      Max Throughput |                                                   mysql/dashboard |      0.00741964  |      0.00741955  |      -0           |  ops/s |   -0.00% |
|                                                                                                                             50th percentile latency |                                                   mysql/dashboard |    317.8         |    317.909       |       0.10947     |     ms |   +0.03% |
|                                                                                                                             90th percentile latency |                                                   mysql/dashboard |    698.8         |    702.712       |       3.91208     |     ms |   +0.56% |
|                                                                                                                            100th percentile latency |                                                   mysql/dashboard |   1452.06        |   1528.66        |      76.6014      |     ms |   +5.28% |
|                                                                                                                        50th percentile service time |                                                   mysql/dashboard |    315.756       |    315.877       |       0.12103     |     ms |   +0.04% |
|                                                                                                                        90th percentile service time |                                                   mysql/dashboard |    601.608       |    605.064       |       3.45627     |     ms |   +0.57% |
|                                                                                                                       100th percentile service time |                                                   mysql/dashboard |   1450.91        |   1526.2         |      75.2932      |     ms |   +5.19% |
|                                                                                                                                          error rate |                                                   mysql/dashboard |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                             redis |      0.00477853  |      0.00477851  |      -0           |  ops/s |   -0.00% |
|                                                                                                                                     Mean Throughput |                                                             redis |      0.0144489   |      0.0144489   |      -0           |  ops/s |   -0.00% |
|                                                                                                                                   Median Throughput |                                                             redis |      0.0103474   |      0.0103474   |      -0           |  ops/s |   -0.00% |
|                                                                                                                                      Max Throughput |                                                             redis |      0.0338699   |      0.0338698   |      -0           |  ops/s |   -0.00% |
|                                                                                                                             50th percentile latency |                                                             redis |    510.02        |    520.865       |      10.8454      |     ms |   +2.13% |
|                                                                                                                             90th percentile latency |                                                             redis |   1781.98        |   1770.43        |     -11.5485      |     ms |   -0.65% |
|                                                                                                                            100th percentile latency |                                                             redis |   3035.23        |   3011.38        |     -23.854       |     ms |   -0.79% |
|                                                                                                                        50th percentile service time |                                                             redis |    456.152       |    455.608       |      -0.54387     |     ms |   -0.12% |
|                                                                                                                        90th percentile service time |                                                             redis |   1780.53        |   1751.58        |     -28.9518      |     ms |   -1.63% |
|                                                                                                                       100th percentile service time |                                                             redis |   3032.53        |   3009.88        |     -22.6504      |     ms |   -0.75% |
|                                                                                                                                          error rate |                                                             redis |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                                        mysql/lens |      0.0033762   |      0.00337621  |       0           |  ops/s |    0.00% |
|                                                                                                                                     Mean Throughput |                                                        mysql/lens |      0.0136485   |      0.0136487   |       0           |  ops/s |    0.00% |
|                                                                                                                                   Median Throughput |                                                        mysql/lens |      0.0140872   |      0.0140873   |       0           |  ops/s |    0.00% |
|                                                                                                                                      Max Throughput |                                                        mysql/lens |      0.0223926   |      0.0223929   |       0           |  ops/s |    0.00% |
|                                                                                                                             50th percentile latency |                                                        mysql/lens |   1003.27        |   1005.01        |       1.73602     |     ms |   +0.17% |
|                                                                                                                             90th percentile latency |                                                        mysql/lens |   1677.89        |   1665.84        |     -12.0483      |     ms |   -0.72% |
|                                                                                                                            100th percentile latency |                                                        mysql/lens |   1796.85        |   1765.12        |     -31.73        |     ms |   -1.77% |
|                                                                                                                        50th percentile service time |                                                        mysql/lens |   1001.16        |   1002.21        |       1.05524     |     ms |   +0.11% |
|                                                                                                                        90th percentile service time |                                                        mysql/lens |   1522.23        |   1534.26        |      12.0248      |     ms |   +0.79% |
|                                                                                                                       100th percentile service time |                                                        mysql/lens |   1795.27        |   1687.28        |    -107.991       |     ms |   -6.02% |
|                                                                                                                                          error rate |                                                        mysql/lens |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                               postgresql/overview |      0.00256502  |      0.00256499  |      -0           |  ops/s |   -0.00% |
|                                                                                                                                     Mean Throughput |                                               postgresql/overview |      0.0277637   |      0.0277555   |      -1e-05       |  ops/s |   -0.03% |
|                                                                                                                                   Median Throughput |                                               postgresql/overview |      0.0294586   |      0.029473    |       1e-05       |  ops/s |   +0.05% |
|                                                                                                                                      Max Throughput |                                               postgresql/overview |      0.0405383   |      0.0405382   |      -0           |  ops/s |   -0.00% |
|                                                                                                                             50th percentile latency |                                               postgresql/overview |   1021.69        |   1023.05        |       1.35995     |     ms |   +0.13% |
|                                                                                                                             90th percentile latency |                                               postgresql/overview |   1111.27        |   1111.89        |       0.6215      |     ms |   +0.06% |
|                                                                                                                             99th percentile latency |                                               postgresql/overview |   1673.85        |   1674.61        |       0.75962     |     ms |   +0.05% |
|                                                                                                                            100th percentile latency |                                               postgresql/overview |   1675.29        |   1675.1         |      -0.19397     |     ms |   -0.01% |
|                                                                                                                        50th percentile service time |                                               postgresql/overview |   1018.11        |   1020.27        |       2.15906     |     ms |   +0.21% |
|                                                                                                                        90th percentile service time |                                               postgresql/overview |   1058.03        |   1052.33        |      -5.69375     |     ms |   -0.54% |
|                                                                                                                        99th percentile service time |                                               postgresql/overview |   1673.11        |   1673.4         |       0.29239     |     ms |   +0.02% |
|                                                                                                                       100th percentile service time |                                               postgresql/overview |   1673.14        |   1673.66        |       0.51331     |     ms |   +0.03% |
|                                                                                                                                          error rate |                                               postgresql/overview |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                               postgresql/duration |      0.0110376   |      0.0110376   |       0           |  ops/s |    0.00% |
|                                                                                                                                     Mean Throughput |                                               postgresql/duration |      0.0198039   |      0.0198041   |       0           |  ops/s |    0.00% |
|                                                                                                                                   Median Throughput |                                               postgresql/duration |      0.0153797   |      0.0153798   |       0           |  ops/s |    0.00% |
|                                                                                                                                      Max Throughput |                                               postgresql/duration |      0.0377096   |      0.0377101   |       0           |  ops/s |    0.00% |
|                                                                                                                             50th percentile latency |                                               postgresql/duration |    319.502       |    320.117       |       0.61563     |     ms |   +0.19% |
|                                                                                                                             90th percentile latency |                                               postgresql/duration |    565.181       |    557.979       |      -7.2019      |     ms |   -1.27% |
|                                                                                                                            100th percentile latency |                                               postgresql/duration |   3294.44        |   2728.06        |    -566.373       |     ms |  -17.19% |
|                                                                                                                        50th percentile service time |                                               postgresql/duration |    317.06        |    317.7         |       0.64008     |     ms |   +0.20% |
|                                                                                                                        90th percentile service time |                                               postgresql/duration |    438.967       |    442.44        |       3.47244     |     ms |   +0.79% |
|                                                                                                                       100th percentile service time |                                               postgresql/duration |   3292.48        |   2725.56        |    -566.914       |     ms |  -17.22% |
|                                                                                                                                          error rate |                                               postgresql/duration |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                  esql_basic_count_group_0_limit_0 |     60.0173      |     49.9365      |     -10.0807      |  ops/s |  -16.80% |
|                                                                                                                                     Mean Throughput |                                  esql_basic_count_group_0_limit_0 |     60.0173      |     49.9365      |     -10.0807      |  ops/s |  -16.80% |
|                                                                                                                                   Median Throughput |                                  esql_basic_count_group_0_limit_0 |     60.0173      |     49.9365      |     -10.0807      |  ops/s |  -16.80% |
|                                                                                                                                      Max Throughput |                                  esql_basic_count_group_0_limit_0 |     60.0173      |     49.9365      |     -10.0807      |  ops/s |  -16.80% |
|                                                                                                                             50th percentile latency |                                  esql_basic_count_group_0_limit_0 |      3.8186      |      4.94393     |       1.12533     |     ms |  +29.47% |
|                                                                                                                             90th percentile latency |                                  esql_basic_count_group_0_limit_0 |      5.34449     |      6.12928     |       0.78478     |     ms |  +14.68% |
|                                                                                                                            100th percentile latency |                                  esql_basic_count_group_0_limit_0 |      6.66148     |      7.55639     |       0.89491     |     ms |  +13.43% |
|                                                                                                                        50th percentile service time |                                  esql_basic_count_group_0_limit_0 |      3.8186      |      4.94393     |       1.12533     |     ms |  +29.47% |
|                                                                                                                        90th percentile service time |                                  esql_basic_count_group_0_limit_0 |      5.34449     |      6.12928     |       0.78478     |     ms |  +14.68% |
|                                                                                                                       100th percentile service time |                                  esql_basic_count_group_0_limit_0 |      6.66148     |      7.55639     |       0.89491     |     ms |  +13.43% |
|                                                                                                                                          error rate |                                  esql_basic_count_group_0_limit_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                  esql_basic_count_group_1_limit_0 |    229.409       |    177.164       |     -52.2457      |  ops/s |  -22.77% |
|                                                                                                                                     Mean Throughput |                                  esql_basic_count_group_1_limit_0 |    229.409       |    177.164       |     -52.2457      |  ops/s |  -22.77% |
|                                                                                                                                   Median Throughput |                                  esql_basic_count_group_1_limit_0 |    229.409       |    177.164       |     -52.2457      |  ops/s |  -22.77% |
|                                                                                                                                      Max Throughput |                                  esql_basic_count_group_1_limit_0 |    229.409       |    177.164       |     -52.2457      |  ops/s |  -22.77% |
|                                                                                                                             50th percentile latency |                                  esql_basic_count_group_1_limit_0 |      3.25183     |      4.70247     |       1.45064     |     ms |  +44.61% |
|                                                                                                                             90th percentile latency |                                  esql_basic_count_group_1_limit_0 |      4.09875     |      5.34278     |       1.24403     |     ms |  +30.35% |
|                                                                                                                            100th percentile latency |                                  esql_basic_count_group_1_limit_0 |      4.86636     |      6.08467     |       1.21832     |     ms |  +25.04% |
|                                                                                                                        50th percentile service time |                                  esql_basic_count_group_1_limit_0 |      3.25183     |      4.70247     |       1.45064     |     ms |  +44.61% |
|                                                                                                                        90th percentile service time |                                  esql_basic_count_group_1_limit_0 |      4.09875     |      5.34278     |       1.24403     |     ms |  +30.35% |
|                                                                                                                       100th percentile service time |                                  esql_basic_count_group_1_limit_0 |      4.86636     |      6.08467     |       1.21832     |     ms |  +25.04% |
|                                                                                                                                          error rate |                                  esql_basic_count_group_1_limit_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                  esql_basic_count_group_2_limit_0 |    261.414       |    195.027       |     -66.3879      |  ops/s |  -25.40% |
|                                                                                                                                     Mean Throughput |                                  esql_basic_count_group_2_limit_0 |    261.414       |    195.027       |     -66.3879      |  ops/s |  -25.40% |
|                                                                                                                                   Median Throughput |                                  esql_basic_count_group_2_limit_0 |    261.414       |    195.027       |     -66.3879      |  ops/s |  -25.40% |
|                                                                                                                                      Max Throughput |                                  esql_basic_count_group_2_limit_0 |    261.414       |    195.027       |     -66.3879      |  ops/s |  -25.40% |
|                                                                                                                             50th percentile latency |                                  esql_basic_count_group_2_limit_0 |      3.06488     |      4.34207     |       1.27719     |     ms |  +41.67% |
|                                                                                                                             90th percentile latency |                                  esql_basic_count_group_2_limit_0 |      3.57422     |      4.89209     |       1.31788     |     ms |  +36.87% |
|                                                                                                                            100th percentile latency |                                  esql_basic_count_group_2_limit_0 |      4.19987     |      6.03583     |       1.83597     |     ms |  +43.71% |
|                                                                                                                        50th percentile service time |                                  esql_basic_count_group_2_limit_0 |      3.06488     |      4.34207     |       1.27719     |     ms |  +41.67% |
|                                                                                                                        90th percentile service time |                                  esql_basic_count_group_2_limit_0 |      3.57422     |      4.89209     |       1.31788     |     ms |  +36.87% |
|                                                                                                                       100th percentile service time |                                  esql_basic_count_group_2_limit_0 |      4.19987     |      6.03583     |       1.83597     |     ms |  +43.71% |
|                                                                                                                                          error rate |                                  esql_basic_count_group_2_limit_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                  esql_basic_count_group_3_limit_0 |    302.888       |    214.896       |     -87.9925      |  ops/s |  -29.05% |
|                                                                                                                                     Mean Throughput |                                  esql_basic_count_group_3_limit_0 |    302.888       |    214.896       |     -87.9925      |  ops/s |  -29.05% |
|                                                                                                                                   Median Throughput |                                  esql_basic_count_group_3_limit_0 |    302.888       |    214.896       |     -87.9925      |  ops/s |  -29.05% |
|                                                                                                                                      Max Throughput |                                  esql_basic_count_group_3_limit_0 |    302.888       |    214.896       |     -87.9925      |  ops/s |  -29.05% |
|                                                                                                                             50th percentile latency |                                  esql_basic_count_group_3_limit_0 |      2.64664     |      4.01908     |       1.37244     |     ms |  +51.86% |
|                                                                                                                             90th percentile latency |                                  esql_basic_count_group_3_limit_0 |      2.92309     |      4.38993     |       1.46684     |     ms |  +50.18% |
|                                                                                                                            100th percentile latency |                                  esql_basic_count_group_3_limit_0 |      3.30469     |      5.1128      |       1.80812     |     ms |  +54.71% |
|                                                                                                                        50th percentile service time |                                  esql_basic_count_group_3_limit_0 |      2.64664     |      4.01908     |       1.37244     |     ms |  +51.86% |
|                                                                                                                        90th percentile service time |                                  esql_basic_count_group_3_limit_0 |      2.92309     |      4.38993     |       1.46684     |     ms |  +50.18% |
|                                                                                                                       100th percentile service time |                                  esql_basic_count_group_3_limit_0 |      3.30469     |      5.1128      |       1.80812     |     ms |  +54.71% |
|                                                                                                                                          error rate |                                  esql_basic_count_group_3_limit_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                  esql_basic_count_group_4_limit_0 |    297.017       |    217.126       |     -79.8908      |  ops/s |  -26.90% |
|                                                                                                                                     Mean Throughput |                                  esql_basic_count_group_4_limit_0 |    297.017       |    217.126       |     -79.8908      |  ops/s |  -26.90% |
|                                                                                                                                   Median Throughput |                                  esql_basic_count_group_4_limit_0 |    297.017       |    217.126       |     -79.8908      |  ops/s |  -26.90% |
|                                                                                                                                      Max Throughput |                                  esql_basic_count_group_4_limit_0 |    297.017       |    217.126       |     -79.8908      |  ops/s |  -26.90% |
|                                                                                                                             50th percentile latency |                                  esql_basic_count_group_4_limit_0 |      2.68613     |      4.01395     |       1.32782     |     ms |  +49.43% |
|                                                                                                                             90th percentile latency |                                  esql_basic_count_group_4_limit_0 |      2.93987     |      4.23505     |       1.29519     |     ms |  +44.06% |
|                                                                                                                            100th percentile latency |                                  esql_basic_count_group_4_limit_0 |      3.70068     |      5.36431     |       1.66362     |     ms |  +44.95% |
|                                                                                                                        50th percentile service time |                                  esql_basic_count_group_4_limit_0 |      2.68613     |      4.01395     |       1.32782     |     ms |  +49.43% |
|                                                                                                                        90th percentile service time |                                  esql_basic_count_group_4_limit_0 |      2.93987     |      4.23505     |       1.29519     |     ms |  +44.06% |
|                                                                                                                       100th percentile service time |                                  esql_basic_count_group_4_limit_0 |      3.70068     |      5.36431     |       1.66362     |     ms |  +44.95% |
|                                                                                                                                          error rate |                                  esql_basic_count_group_4_limit_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |    115.49        |     97.798       |     -17.6918      |  ops/s |  -15.32% |
|                                                                                                                                     Mean Throughput |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |    115.49        |     97.798       |     -17.6918      |  ops/s |  -15.32% |
|                                                                                                                                   Median Throughput |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |    115.49        |     97.798       |     -17.6918      |  ops/s |  -15.32% |
|                                                                                                                                      Max Throughput |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |    115.49        |     97.798       |     -17.6918      |  ops/s |  -15.32% |
|                                                                                                                             50th percentile latency |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |      5.26362     |      6.94293     |       1.67931     |     ms |  +31.90% |
|                                                                                                                             90th percentile latency |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |      6.82412     |      9.03198     |       2.20786     |     ms |  +32.35% |
|                                                                                                                            100th percentile latency |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |      8.31946     |      9.74805     |       1.42858     |     ms |  +17.17% |
|                                                                                                                        50th percentile service time |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |      5.26362     |      6.94293     |       1.67931     |     ms |  +31.90% |
|                                                                                                                        90th percentile service time |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |      6.82412     |      9.03198     |       2.20786     |     ms |  +32.35% |
|                                                                                                                       100th percentile service time |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |      8.31946     |      9.74805     |       1.42858     |     ms |  +17.17% |
|                                                                                                                                          error rate |  esql_time_range_and_date_histogram_two_groups_pre_filter_limit_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |    220.331       |    163.266       |     -57.0657      |  ops/s |  -25.90% |
|                                                                                                                                     Mean Throughput | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |    220.331       |    163.266       |     -57.0657      |  ops/s |  -25.90% |
|                                                                                                                                   Median Throughput | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |    220.331       |    163.266       |     -57.0657      |  ops/s |  -25.90% |
|                                                                                                                                      Max Throughput | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |    220.331       |    163.266       |     -57.0657      |  ops/s |  -25.90% |
|                                                                                                                             50th percentile latency | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |      3.72539     |      5.41748     |       1.69209     |     ms |  +45.42% |
|                                                                                                                             90th percentile latency | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |      4.62285     |      5.73743     |       1.11458     |     ms |  +24.11% |
|                                                                                                                            100th percentile latency | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |      5.35206     |      7.25947     |       1.90742     |     ms |  +35.64% |
|                                                                                                                        50th percentile service time | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |      3.72539     |      5.41748     |       1.69209     |     ms |  +45.42% |
|                                                                                                                        90th percentile service time | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |      4.62285     |      5.73743     |       1.11458     |     ms |  +24.11% |
|                                                                                                                       100th percentile service time | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |      5.35206     |      7.25947     |       1.90742     |     ms |  +35.64% |
|                                                                                                                                          error rate | esql_time_range_and_date_histogram_two_groups_post_filter_limit_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                           esql_dissect_duration_and_stats_limit_0 |    273.624       |    233.802       |     -39.8224      |  ops/s |  -14.55% |
|                                                                                                                                     Mean Throughput |                           esql_dissect_duration_and_stats_limit_0 |    273.624       |    233.802       |     -39.8224      |  ops/s |  -14.55% |
|                                                                                                                                   Median Throughput |                           esql_dissect_duration_and_stats_limit_0 |    273.624       |    233.802       |     -39.8224      |  ops/s |  -14.55% |
|                                                                                                                                      Max Throughput |                           esql_dissect_duration_and_stats_limit_0 |    273.624       |    233.802       |     -39.8224      |  ops/s |  -14.55% |
|                                                                                                                             50th percentile latency |                           esql_dissect_duration_and_stats_limit_0 |      2.71726     |      3.31513     |       0.59787     |     ms |  +22.00% |
|                                                                                                                             90th percentile latency |                           esql_dissect_duration_and_stats_limit_0 |      2.9784      |      3.77883     |       0.80044     |     ms |  +26.87% |
|                                                                                                                            100th percentile latency |                           esql_dissect_duration_and_stats_limit_0 |      3.12378     |      5.06047     |       1.93669     |     ms |  +62.00% |
|                                                                                                                        50th percentile service time |                           esql_dissect_duration_and_stats_limit_0 |      2.71726     |      3.31513     |       0.59787     |     ms |  +22.00% |
|                                                                                                                        90th percentile service time |                           esql_dissect_duration_and_stats_limit_0 |      2.9784      |      3.77883     |       0.80044     |     ms |  +26.87% |
|                                                                                                                       100th percentile service time |                           esql_dissect_duration_and_stats_limit_0 |      3.12378     |      5.06047     |       1.93669     |     ms |  +62.00% |
|                                                                                                                                          error rate |                           esql_dissect_duration_and_stats_limit_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                          esql_basic_count_group_0 |    118.921       |     96.9846      |     -21.9368      |  ops/s |  -18.45% |
|                                                                                                                                     Mean Throughput |                                          esql_basic_count_group_0 |    118.921       |     96.9846      |     -21.9368      |  ops/s |  -18.45% |
|                                                                                                                                   Median Throughput |                                          esql_basic_count_group_0 |    118.921       |     96.9846      |     -21.9368      |  ops/s |  -18.45% |
|                                                                                                                                      Max Throughput |                                          esql_basic_count_group_0 |    118.921       |     96.9846      |     -21.9368      |  ops/s |  -18.45% |
|                                                                                                                             50th percentile latency |                                          esql_basic_count_group_0 |      5.07222     |      6.78299     |       1.71077     |     ms |  +33.73% |
|                                                                                                                             90th percentile latency |                                          esql_basic_count_group_0 |      5.73833     |      7.4978      |       1.75947     |     ms |  +30.66% |
|                                                                                                                            100th percentile latency |                                          esql_basic_count_group_0 |      7.84646     |     10.4596      |       2.61313     |     ms |  +33.30% |
|                                                                                                                        50th percentile service time |                                          esql_basic_count_group_0 |      5.07222     |      6.78299     |       1.71077     |     ms |  +33.73% |
|                                                                                                                        90th percentile service time |                                          esql_basic_count_group_0 |      5.73833     |      7.4978      |       1.75947     |     ms |  +30.66% |
|                                                                                                                       100th percentile service time |                                          esql_basic_count_group_0 |      7.84646     |     10.4596      |       2.61313     |     ms |  +33.30% |
|                                                                                                                                          error rate |                                          esql_basic_count_group_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                          esql_basic_count_group_1 |      0.508661    |      0.486054    |      -0.02261     |  ops/s |   -4.44% |
|                                                                                                                                     Mean Throughput |                                          esql_basic_count_group_1 |      0.536324    |      0.50754     |      -0.02878     |  ops/s |   -5.37% |
|                                                                                                                                   Median Throughput |                                          esql_basic_count_group_1 |      0.539639    |      0.509837    |      -0.0298      |  ops/s |   -5.52% |
|                                                                                                                                      Max Throughput |                                          esql_basic_count_group_1 |      0.54586     |      0.514866    |      -0.03099     |  ops/s |   -5.68% |
|                                                                                                                             50th percentile latency |                                          esql_basic_count_group_1 |   1803.37        |   1915.5         |     112.126       |     ms |   +6.22% |
|                                                                                                                             90th percentile latency |                                          esql_basic_count_group_1 |   1818.16        |   1942.52        |     124.36        |     ms |   +6.84% |
|                                                                                                                            100th percentile latency |                                          esql_basic_count_group_1 |   1832.83        |   1962.55        |     129.711       |     ms |   +7.08% |
|                                                                                                                        50th percentile service time |                                          esql_basic_count_group_1 |   1803.37        |   1915.5         |     112.126       |     ms |   +6.22% |
|                                                                                                                        90th percentile service time |                                          esql_basic_count_group_1 |   1818.16        |   1942.52        |     124.36        |     ms |   +6.84% |
|                                                                                                                       100th percentile service time |                                          esql_basic_count_group_1 |   1832.83        |   1962.55        |     129.711       |     ms |   +7.08% |
|                                                                                                                                          error rate |                                          esql_basic_count_group_1 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                          esql_basic_count_group_2 |      0.27649     |      0.26226     |      -0.01423     |  ops/s |   -5.15% |
|                                                                                                                                     Mean Throughput |                                          esql_basic_count_group_2 |      0.281872    |      0.271846    |      -0.01003     |  ops/s |   -3.56% |
|                                                                                                                                   Median Throughput |                                          esql_basic_count_group_2 |      0.282723    |      0.273227    |      -0.0095      |  ops/s |   -3.36% |
|                                                                                                                                      Max Throughput |                                          esql_basic_count_group_2 |      0.284099    |      0.276222    |      -0.00788     |  ops/s |   -2.77% |
|                                                                                                                             50th percentile latency |                                          esql_basic_count_group_2 |   3486.44        |   3553.67        |      67.2299      |     ms |   +1.93% |
|                                                                                                                             90th percentile latency |                                          esql_basic_count_group_2 |   3506           |   3595.09        |      89.0848      |     ms |   +2.54% |
|                                                                                                                            100th percentile latency |                                          esql_basic_count_group_2 |   3516.84        |   3656.94        |     140.097       |     ms |   +3.98% |
|                                                                                                                        50th percentile service time |                                          esql_basic_count_group_2 |   3486.44        |   3553.67        |      67.2299      |     ms |   +1.93% |
|                                                                                                                        90th percentile service time |                                          esql_basic_count_group_2 |   3506           |   3595.09        |      89.0848      |     ms |   +2.54% |
|                                                                                                                       100th percentile service time |                                          esql_basic_count_group_2 |   3516.84        |   3656.94        |     140.097       |     ms |   +3.98% |
|                                                                                                                                          error rate |                                          esql_basic_count_group_2 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                          esql_basic_count_group_3 |      0.192803    |      0.168985    |      -0.02382     |  ops/s |  -12.35% |
|                                                                                                                                     Mean Throughput |                                          esql_basic_count_group_3 |      0.197151    |      0.171015    |      -0.02614     |  ops/s |  -13.26% |
|                                                                                                                                   Median Throughput |                                          esql_basic_count_group_3 |      0.197622    |      0.171282    |      -0.02634     |  ops/s |  -13.33% |
|                                                                                                                                      Max Throughput |                                          esql_basic_count_group_3 |      0.199986    |      0.172201    |      -0.02779     |  ops/s |  -13.89% |
|                                                                                                                             50th percentile latency |                                          esql_basic_count_group_3 |   4868.69        |   5731.51        |     862.822       |     ms |  +17.72% |
|                                                                                                                             90th percentile latency |                                          esql_basic_count_group_3 |   4899.69        |   5740.54        |     840.851       |     ms |  +17.16% |
|                                                                                                                            100th percentile latency |                                          esql_basic_count_group_3 |   4920.17        |   5765.28        |     845.109       |     ms |  +17.18% |
|                                                                                                                        50th percentile service time |                                          esql_basic_count_group_3 |   4868.69        |   5731.51        |     862.822       |     ms |  +17.72% |
|                                                                                                                        90th percentile service time |                                          esql_basic_count_group_3 |   4899.69        |   5740.54        |     840.851       |     ms |  +17.16% |
|                                                                                                                       100th percentile service time |                                          esql_basic_count_group_3 |   4920.17        |   5765.28        |     845.109       |     ms |  +17.18% |
|                                                                                                                                          error rate |                                          esql_basic_count_group_3 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                          esql_basic_count_group_4 |      0.0648454   |      0.0572696   |      -0.00758     |  ops/s |  -11.68% |
|                                                                                                                                     Mean Throughput |                                          esql_basic_count_group_4 |      0.0650044   |      0.0576326   |      -0.00737     |  ops/s |  -11.34% |
|                                                                                                                                   Median Throughput |                                          esql_basic_count_group_4 |      0.0650277   |      0.0576897   |      -0.00734     |  ops/s |  -11.28% |
|                                                                                                                                      Max Throughput |                                          esql_basic_count_group_4 |      0.0651869   |      0.0579083   |      -0.00728     |  ops/s |  -11.17% |
|                                                                                                                             50th percentile latency |                                          esql_basic_count_group_4 |  15326.1         |  17129.8         |    1803.7         |     ms |  +11.77% |
|                                                                                                                             90th percentile latency |                                          esql_basic_count_group_4 |  15634.6         |  17242.7         |    1608.11        |     ms |  +10.29% |
|                                                                                                                            100th percentile latency |                                          esql_basic_count_group_4 |  15641.6         |  17281.6         |    1639.98        |     ms |  +10.48% |
|                                                                                                                        50th percentile service time |                                          esql_basic_count_group_4 |  15326.1         |  17129.8         |    1803.7         |     ms |  +11.77% |
|                                                                                                                        90th percentile service time |                                          esql_basic_count_group_4 |  15634.6         |  17242.7         |    1608.11        |     ms |  +10.29% |
|                                                                                                                       100th percentile service time |                                          esql_basic_count_group_4 |  15641.6         |  17281.6         |    1639.98        |     ms |  +10.48% |
|                                                                                                                                          error rate |                                          esql_basic_count_group_4 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |          esql_time_range_and_date_histogram_two_groups_pre_filter |      0.135258    |      0.140399    |       0.00514     |  ops/s |   +3.80% |
|                                                                                                                                     Mean Throughput |          esql_time_range_and_date_histogram_two_groups_pre_filter |      0.137822    |      0.142204    |       0.00438     |  ops/s |   +3.18% |
|                                                                                                                                   Median Throughput |          esql_time_range_and_date_histogram_two_groups_pre_filter |      0.138247    |      0.142453    |       0.00421     |  ops/s |   +3.04% |
|                                                                                                                                      Max Throughput |          esql_time_range_and_date_histogram_two_groups_pre_filter |      0.13882     |      0.142885    |       0.00407     |  ops/s |   +2.93% |
|                                                                                                                             50th percentile latency |          esql_time_range_and_date_histogram_two_groups_pre_filter |   7149.36        |   6957.85        |    -191.505       |     ms |   -2.68% |
|                                                                                                                             90th percentile latency |          esql_time_range_and_date_histogram_two_groups_pre_filter |   7187.63        |   7006.02        |    -181.608       |     ms |   -2.53% |
|                                                                                                                            100th percentile latency |          esql_time_range_and_date_histogram_two_groups_pre_filter |   7257.43        |   7038.81        |    -218.625       |     ms |   -3.01% |
|                                                                                                                        50th percentile service time |          esql_time_range_and_date_histogram_two_groups_pre_filter |   7149.36        |   6957.85        |    -191.505       |     ms |   -2.68% |
|                                                                                                                        90th percentile service time |          esql_time_range_and_date_histogram_two_groups_pre_filter |   7187.63        |   7006.02        |    -181.608       |     ms |   -2.53% |
|                                                                                                                       100th percentile service time |          esql_time_range_and_date_histogram_two_groups_pre_filter |   7257.43        |   7038.81        |    -218.625       |     ms |   -3.01% |
|                                                                                                                                          error rate |          esql_time_range_and_date_histogram_two_groups_pre_filter |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |         esql_time_range_and_date_histogram_two_groups_post_filter |      0.0372722   |      0.0486938   |       0.01142     |  ops/s |  +30.64% |
|                                                                                                                                     Mean Throughput |         esql_time_range_and_date_histogram_two_groups_post_filter |      0.0374422   |      0.0487942   |       0.01135     |  ops/s |  +30.32% |
|                                                                                                                                   Median Throughput |         esql_time_range_and_date_histogram_two_groups_post_filter |      0.0374466   |      0.0488093   |       0.01136     |  ops/s |  +30.34% |
|                                                                                                                                      Max Throughput |         esql_time_range_and_date_histogram_two_groups_post_filter |      0.0375517   |      0.0489392   |       0.01139     |  ops/s |  +30.32% |
|                                                                                                                             50th percentile latency |         esql_time_range_and_date_histogram_two_groups_post_filter |  26529           |  20566           |   -5963.04        |     ms |  -22.48% |
|                                                                                                                             90th percentile latency |         esql_time_range_and_date_histogram_two_groups_post_filter |  26865.5         |  20708.8         |   -6156.72        |     ms |  -22.92% |
|                                                                                                                            100th percentile latency |         esql_time_range_and_date_histogram_two_groups_post_filter |  27628.3         |  20908.6         |   -6719.73        |     ms |  -24.32% |
|                                                                                                                        50th percentile service time |         esql_time_range_and_date_histogram_two_groups_post_filter |  26529           |  20566           |   -5963.04        |     ms |  -22.48% |
|                                                                                                                        90th percentile service time |         esql_time_range_and_date_histogram_two_groups_post_filter |  26865.5         |  20708.8         |   -6156.72        |     ms |  -22.92% |
|                                                                                                                       100th percentile service time |         esql_time_range_and_date_histogram_two_groups_post_filter |  27628.3         |  20908.6         |   -6719.73        |     ms |  -24.32% |
|                                                                                                                                          error rate |         esql_time_range_and_date_histogram_two_groups_post_filter |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                   esql_dissect_duration_and_stats |     21.5852      |     23.7042      |       2.11906     |  ops/s |   +9.82% |
|                                                                                                                                     Mean Throughput |                                   esql_dissect_duration_and_stats |     21.5852      |     23.7042      |       2.11906     |  ops/s |   +9.82% |
|                                                                                                                                   Median Throughput |                                   esql_dissect_duration_and_stats |     21.5852      |     23.7042      |       2.11906     |  ops/s |   +9.82% |
|                                                                                                                                      Max Throughput |                                   esql_dissect_duration_and_stats |     21.5852      |     23.7042      |       2.11906     |  ops/s |   +9.82% |
|                                                                                                                             50th percentile latency |                                   esql_dissect_duration_and_stats |     23.5603      |     23.3948      |      -0.16556     |     ms |   -0.70% |
|                                                                                                                             90th percentile latency |                                   esql_dissect_duration_and_stats |     26.0648      |     24.0489      |      -2.01587     |     ms |   -7.73% |
|                                                                                                                            100th percentile latency |                                   esql_dissect_duration_and_stats |     27.3218      |     26.5764      |      -0.74542     |     ms |   -2.73% |
|                                                                                                                        50th percentile service time |                                   esql_dissect_duration_and_stats |     23.5603      |     23.3948      |      -0.16556     |     ms |   -0.70% |
|                                                                                                                        90th percentile service time |                                   esql_dissect_duration_and_stats |     26.0648      |     24.0489      |      -2.01587     |     ms |   -7.73% |
|                                                                                                                       100th percentile service time |                                   esql_dissect_duration_and_stats |     27.3218      |     26.5764      |      -0.74542     |     ms |   -2.73% |
|                                                                                                                                          error rate |                                   esql_dissect_duration_and_stats |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                        search_basic_count_group_0 |      0.332411    |      0.29978     |      -0.03263     |  ops/s |   -9.82% |
|                                                                                                                                     Mean Throughput |                                        search_basic_count_group_0 |      0.333171    |      0.304169    |      -0.029       |  ops/s |   -8.70% |
|                                                                                                                                   Median Throughput |                                        search_basic_count_group_0 |      0.333151    |      0.30469     |      -0.02846     |  ops/s |   -8.54% |
|                                                                                                                                      Max Throughput |                                        search_basic_count_group_0 |      0.333541    |      0.305371    |      -0.02817     |  ops/s |   -8.45% |
|                                                                                                                             50th percentile latency |                                        search_basic_count_group_0 |   2998.97        |   3245.21        |     246.238       |     ms |   +8.21% |
|                                                                                                                             90th percentile latency |                                        search_basic_count_group_0 |   3023           |   3364.5         |     341.507       |     ms |  +11.30% |
|                                                                                                                            100th percentile latency |                                        search_basic_count_group_0 |   3275.75        |   3486.5         |     210.75        |     ms |   +6.43% |
|                                                                                                                        50th percentile service time |                                        search_basic_count_group_0 |   2998.97        |   3245.21        |     246.238       |     ms |   +8.21% |
|                                                                                                                        90th percentile service time |                                        search_basic_count_group_0 |   3023           |   3364.5         |     341.507       |     ms |  +11.30% |
|                                                                                                                       100th percentile service time |                                        search_basic_count_group_0 |   3275.75        |   3486.5         |     210.75        |     ms |   +6.43% |
|                                                                                                                                          error rate |                                        search_basic_count_group_0 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                        search_basic_count_group_1 |    292.898       |    327.701       |      34.8033      |  ops/s |  +11.88% |
|                                                                                                                                     Mean Throughput |                                        search_basic_count_group_1 |    292.898       |    327.701       |      34.8033      |  ops/s |  +11.88% |
|                                                                                                                                   Median Throughput |                                        search_basic_count_group_1 |    292.898       |    327.701       |      34.8033      |  ops/s |  +11.88% |
|                                                                                                                                      Max Throughput |                                        search_basic_count_group_1 |    292.898       |    327.701       |      34.8033      |  ops/s |  +11.88% |
|                                                                                                                             50th percentile latency |                                        search_basic_count_group_1 |      2.49931     |      2.13508     |      -0.36422     |     ms |  -14.57% |
|                                                                                                                             90th percentile latency |                                        search_basic_count_group_1 |      2.83112     |      2.44077     |      -0.39035     |     ms |  -13.79% |
|                                                                                                                            100th percentile latency |                                        search_basic_count_group_1 |      2.97954     |      2.96494     |      -0.0146      |     ms |   -0.49% |
|                                                                                                                        50th percentile service time |                                        search_basic_count_group_1 |      2.49931     |      2.13508     |      -0.36422     |     ms |  -14.57% |
|                                                                                                                        90th percentile service time |                                        search_basic_count_group_1 |      2.83112     |      2.44077     |      -0.39035     |     ms |  -13.79% |
|                                                                                                                       100th percentile service time |                                        search_basic_count_group_1 |      2.97954     |      2.96494     |      -0.0146      |     ms |   -0.49% |
|                                                                                                                                          error rate |                                        search_basic_count_group_1 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                        search_basic_count_group_2 |      0.0168278   |      0.0170495   |       0.00022     |  ops/s |   +1.32% |
|                                                                                                                                     Mean Throughput |                                        search_basic_count_group_2 |      0.0168453   |      0.0172594   |       0.00041     |  ops/s |   +2.46% |
|                                                                                                                                   Median Throughput |                                        search_basic_count_group_2 |      0.0168479   |      0.0171471   |       0.0003      |  ops/s |   +1.78% |
|                                                                                                                                      Max Throughput |                                        search_basic_count_group_2 |      0.016858    |      0.0176308   |       0.00077     |  ops/s |   +4.58% |
|                                                                                                                             50th percentile latency |                                        search_basic_count_group_2 |  59154.7         |  60574.2         |    1419.53        |     ms |   +2.40% |
|                                                                                                                            100th percentile latency |                                        search_basic_count_group_2 |  59441.1         |  60731.2         |    1290.08        |     ms |   +2.17% |
|                                                                                                                        50th percentile service time |                                        search_basic_count_group_2 |  59154.7         |  60574.2         |    1419.53        |     ms |   +2.40% |
|                                                                                                                       100th percentile service time |                                        search_basic_count_group_2 |  59441.1         |  60731.2         |    1290.08        |     ms |   +2.17% |
|                                                                                                                                          error rate |                                        search_basic_count_group_2 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                        search_basic_count_group_3 |      0.0123271   |      0.0122217   |      -0.00011     |  ops/s |   -0.85% |
|                                                                                                                                     Mean Throughput |                                        search_basic_count_group_3 |      0.0123631   |      0.0123306   |      -3e-05       |  ops/s |   -0.26% |
|                                                                                                                                   Median Throughput |                                        search_basic_count_group_3 |      0.0123677   |      0.0122902   |      -8e-05       |  ops/s |   -0.63% |
|                                                                                                                                      Max Throughput |                                        search_basic_count_group_3 |      0.0123947   |      0.0124799   |       9e-05       |  ops/s |   +0.69% |
|                                                                                                                             50th percentile latency |                                        search_basic_count_group_3 |  80322.7         |  76418.5         |   -3904.16        |     ms |   -4.86% |
|                                                                                                                            100th percentile latency |                                        search_basic_count_group_3 |  81370.4         |  80452.9         |    -917.531       |     ms |   -1.13% |
|                                                                                                                        50th percentile service time |                                        search_basic_count_group_3 |  80322.7         |  76418.5         |   -3904.16        |     ms |   -4.86% |
|                                                                                                                       100th percentile service time |                                        search_basic_count_group_3 |  81370.4         |  80452.9         |    -917.531       |     ms |   -1.13% |
|                                                                                                                                          error rate |                                        search_basic_count_group_3 |      0           |      0           |       0           |      % |    0.00% |
|                                                                                                                                      Min Throughput |                                        search_basic_count_group_4 |      0.00925838  |      0.00916508  |      -9e-05       |  ops/s |   -1.01% |
|                                                                                                                                     Mean Throughput |                                        search_basic_count_group_4 |      0.00930613  |      0.00931873  |       1e-05       |  ops/s |   +0.14% |
|                                                                                                                                   Median Throughput |                                        search_basic_count_group_4 |      0.00932549  |      0.0093184   |      -1e-05       |  ops/s |   -0.08% |
|                                                                                                                                      Max Throughput |                                        search_basic_count_group_4 |      0.00933451  |      0.00947271  |       0.00014     |  ops/s |   +1.48% |
|                                                                                                                             50th percentile latency |                                        search_basic_count_group_4 | 105678           | 101398           |   -4279.34        |     ms |   -4.05% |
|                                                                                                                            100th percentile latency |                                        search_basic_count_group_4 | 106818           | 103723           |   -3094.45        |     ms |   -2.90% |
|                                                                                                                        50th percentile service time |                                        search_basic_count_group_4 | 105678           | 101398           |   -4279.34        |     ms |   -4.05% |
|                                                                                                                       100th percentile service time |                                        search_basic_count_group_4 | 106818           | 103723           |   -3094.45        |     ms |   -2.90% |
|                                                                                                                                          error rate |                                        search_basic_count_group_4 |      0           |      0           |       0           |      % |    0.00% |