Optimize sort settings default providers

[jordan-powers]

This PR optimizes the default providers for the sort settings index.sort.field, index.sort.order, index.sort.mode, and index.sort.missing to fix a performance regression in the many-shards-quantitative benchmark associated with the introduction of these default providers in #135886.

Alternate approach to #138712.

[jordan-powers]

Benchmark results running the elastic/logs many-shards-quantitative benchmark in esbench.

Baseline ref: 22a7491
Contender ref: 397cd92

Results:

|                                                        Metric |                                   Task |         Baseline |        Contender |        Diff |   Unit |   Diff % |
|--------------------------------------------------------------:|---------------------------------------:|-----------------:|-----------------:|------------:|-------:|---------:|
|                    Cumulative indexing time of primary shards |                                        |    459.276       |    470.93        |    11.6535  |    min |   +2.54% |
|             Min cumulative indexing time across primary shard |                                        |      0           |      0           |     0       |    min |    0.00% |
|          Median cumulative indexing time across primary shard |                                        |      1.66667e-05 |      1.66667e-05 |     0       |    min |    0.00% |
|             Max cumulative indexing time across primary shard |                                        |    276.031       |    285.264       |     9.23297 |    min |   +3.34% |
|           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 |                                        |    232.969       |    184.357       |   -48.6121  |    min |  -20.87% |
|                      Cumulative merge count of primary shards |                                        |   1638           |   1715           |    77       |        |   +4.70% |
|                Min cumulative merge time across primary shard |                                        |      0           |      0           |     0       |    min |    0.00% |
|             Median cumulative merge time across primary shard |                                        |      0           |      0           |     0       |    min |    0.00% |
|                Max cumulative merge time across primary shard |                                        |    173.972       |    132.698       |   -41.2737  |    min |  -23.72% |
|              Cumulative merge throttle time of primary shards |                                        |    105.254       |     74.8442      |   -30.4093  |    min |  -28.89% |
|       Min cumulative merge throttle time across primary shard |                                        |      0           |      0           |     0       |    min |    0.00% |
|    Median cumulative merge throttle time across primary shard |                                        |      0           |      0           |     0       |    min |    0.00% |
|       Max cumulative merge throttle time across primary shard |                                        |     78.3887      |     54.2814      |   -24.1073  |    min |  -30.75% |
|                     Cumulative refresh time of primary shards |                                        |     32.7415      |     32.5988      |    -0.1427  |    min |   -0.44% |
|                    Cumulative refresh count of primary shards |                                        | 419699           | 420964           |  1265       |        |   +0.30% |
|              Min cumulative refresh time across primary shard |                                        |      0           |      0           |     0       |    min |    0.00% |
|           Median cumulative refresh time across primary shard |                                        |      6.66667e-05 |      8.33333e-05 |     2e-05   |    min |  +25.00% |
|              Max cumulative refresh time across primary shard |                                        |      9.42203     |      9.12148     |    -0.30055 |    min |   -3.19% |
|                       Cumulative flush time of primary shards |                                        |      6.75512     |      5.92762     |    -0.8275  |    min |  -12.25% |
|                      Cumulative flush count of primary shards |                                        |  50746           |  50748           |     2       |        |    0.00% |
|                Min cumulative flush time across primary shard |                                        |      1.66667e-05 |      1.66667e-05 |     0       |    min |    0.00% |
|             Median cumulative flush time across primary shard |                                        |      5e-05       |      5e-05       |     0       |    min |    0.00% |
|                Max cumulative flush time across primary shard |                                        |      1.43217     |      1.25625     |    -0.17592 |    min |  -12.28% |
|                                       Total Young Gen GC time |                                        |    136.701       |    138.914       |     2.213   |      s |   +1.62% |
|                                      Total Young Gen GC count |                                        |   3538           |   3721           |   183       |        |   +5.17% |
|                                         Total Old Gen GC time |                                        |      0           |      0           |     0       |      s |    0.00% |
|                                        Total Old Gen GC count |                                        |      0           |      0           |     0       |        |    0.00% |
|                                                  Dataset size |                                        |     38.5072      |     36.096       |    -2.41113 |     GB |   -6.26% |
|                                                    Store size |                                        |     38.5072      |     36.096       |    -2.41113 |     GB |   -6.26% |
|                                                 Translog size |                                        |      0.00512289  |      0.0051232   |     0       |     GB |    0.01% |
|                                        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 |                                        |  50361           |  50455           |    94       |        |   +0.19% |
|                                   Total Ingest Pipeline count |                                        |      2.10812e+08 |      2.10812e+08 |     0       |        |    0.00% |
|                                    Total Ingest Pipeline time |                                        |      1.3458e+07  |      1.3484e+07  | 26040       |     ms |   +0.19% |
|                                  Total Ingest Pipeline failed |                                        |      0           |      0           |     0       |        |    0.00% |
|                                                Min Throughput |                       insert-pipelines |      8.65798     |      8.61799     |    -0.04    |  ops/s |   -0.46% |
|                                               Mean Throughput |                       insert-pipelines |      8.65798     |      8.61799     |    -0.04    |  ops/s |   -0.46% |
|                                             Median Throughput |                       insert-pipelines |      8.65798     |      8.61799     |    -0.04    |  ops/s |   -0.46% |
|                                                Max Throughput |                       insert-pipelines |      8.65798     |      8.61799     |    -0.04    |  ops/s |   -0.46% |
|                                      100th percentile latency |                       insert-pipelines |   1729.14        |   1737.24        |     8.09741 |     ms |   +0.47% |
|                                 100th percentile service time |                       insert-pipelines |   1729.14        |   1737.24        |     8.09741 |     ms |   +0.47% |
|                                                    error rate |                       insert-pipelines |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                             insert-ilm |     20.0165      |     19.0825      |    -0.93399 |  ops/s |   -4.67% |
|                                               Mean Throughput |                             insert-ilm |     20.0165      |     19.0825      |    -0.93399 |  ops/s |   -4.67% |
|                                             Median Throughput |                             insert-ilm |     20.0165      |     19.0825      |    -0.93399 |  ops/s |   -4.67% |
|                                                Max Throughput |                             insert-ilm |     20.0165      |     19.0825      |    -0.93399 |  ops/s |   -4.67% |
|                                      100th percentile latency |                             insert-ilm |     48.6596      |     51.4192      |     2.75956 |     ms |   +5.67% |
|                                 100th percentile service time |                             insert-ilm |     48.6596      |     51.4192      |     2.75956 |     ms |   +5.67% |
|                                                    error rate |                             insert-ilm |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput | validate-package-template-installation |     35.3818      |     32.1921      |    -3.18977 |  ops/s |   -9.02% |
|                                               Mean Throughput | validate-package-template-installation |     35.3818      |     32.1921      |    -3.18977 |  ops/s |   -9.02% |
|                                             Median Throughput | validate-package-template-installation |     35.3818      |     32.1921      |    -3.18977 |  ops/s |   -9.02% |
|                                                Max Throughput | validate-package-template-installation |     35.3818      |     32.1921      |    -3.18977 |  ops/s |   -9.02% |
|                                      100th percentile latency | validate-package-template-installation |     27.8724      |     30.6741      |     2.80172 |     ms |  +10.05% |
|                                 100th percentile service time | validate-package-template-installation |     27.8724      |     30.6741      |     2.80172 |     ms |  +10.05% |
|                                                    error rate | validate-package-template-installation |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |        update-custom-package-templates |     23.383       |     22.4174      |    -0.96564 |  ops/s |   -4.13% |
|                                               Mean Throughput |        update-custom-package-templates |     23.383       |     22.4174      |    -0.96564 |  ops/s |   -4.13% |
|                                             Median Throughput |        update-custom-package-templates |     23.383       |     22.4174      |    -0.96564 |  ops/s |   -4.13% |
|                                                Max Throughput |        update-custom-package-templates |     23.383       |     22.4174      |    -0.96564 |  ops/s |   -4.13% |
|                                      100th percentile latency |        update-custom-package-templates |    512.8         |    534.922       |    22.1224  |     ms |   +4.31% |
|                                 100th percentile service time |        update-custom-package-templates |    512.8         |    534.922       |    22.1224  |     ms |   +4.31% |
|                                                    error rate |        update-custom-package-templates |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                    add-many-shards-ilm |     22.7746      |     22.1564      |    -0.61814 |  ops/s |   -2.71% |
|                                               Mean Throughput |                    add-many-shards-ilm |     22.7746      |     22.1564      |    -0.61814 |  ops/s |   -2.71% |
|                                             Median Throughput |                    add-many-shards-ilm |     22.7746      |     22.1564      |    -0.61814 |  ops/s |   -2.71% |
|                                                Max Throughput |                    add-many-shards-ilm |     22.7746      |     22.1564      |    -0.61814 |  ops/s |   -2.71% |
|                                      100th percentile latency |                    add-many-shards-ilm |     40.6528      |     44.2149      |     3.56211 |     ms |   +8.76% |
|                                 100th percentile service time |                    add-many-shards-ilm |     40.6528      |     44.2149      |     3.56211 |     ms |   +8.76% |
|                                                    error rate |                    add-many-shards-ilm |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                        initial-indices |     80.4095      |     70.295       |   -10.1145  | docs/s |  -12.58% |
|                                               Mean Throughput |                        initial-indices |   1330.25        |   1122.83        |  -207.422   | docs/s |  -15.59% |
|                                             Median Throughput |                        initial-indices |   1190.46        |    966.798       |  -223.659   | docs/s |  -18.79% |
|                                                Max Throughput |                        initial-indices |   2368.7         |   2029.5         |  -339.203   | docs/s |  -14.32% |
|                                       50th percentile latency |                        initial-indices |   3346.26        |   4006.66        |   660.397   |     ms |  +19.74% |
|                                       90th percentile latency |                        initial-indices |   5895.69        |   6286.06        |   390.373   |     ms |   +6.62% |
|                                       99th percentile latency |                        initial-indices |   6435.26        |   6807.08        |   371.82    |     ms |   +5.78% |
|                                     99.9th percentile latency |                        initial-indices |   7391.12        |   7032.88        |  -358.234   |     ms |   -4.85% |
|                                    99.99th percentile latency |                        initial-indices |   7879.23        |   7106.08        |  -773.145   |     ms |   -9.81% |
|                                      100th percentile latency |                        initial-indices |   7883.95        |   7111.03        |  -772.921   |     ms |   -9.80% |
|                                  50th percentile service time |                        initial-indices |   3348.81        |   4015.34        |   666.524   |     ms |  +19.90% |
|                                  90th percentile service time |                        initial-indices |   5897.76        |   6278.06        |   380.296   |     ms |   +6.45% |
|                                  99th percentile service time |                        initial-indices |   6439.89        |   6810.55        |   370.659   |     ms |   +5.76% |
|                                99.9th percentile service time |                        initial-indices |   7397.52        |   7033.54        |  -363.981   |     ms |   -4.92% |
|                               99.99th percentile service time |                        initial-indices |   7879.23        |   7106.08        |  -773.145   |     ms |   -9.81% |
|                                 100th percentile service time |                        initial-indices |   7883.95        |   7111.03        |  -772.921   |     ms |   -9.80% |
|                                                    error rate |                        initial-indices |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                        discover/search |      0.00228704  |      0.00228591  |    -0       |  ops/s |   -0.05% |
|                                               Mean Throughput |                        discover/search |      0.00759078  |      0.00767796  |     9e-05   |  ops/s |   +1.15% |
|                                             Median Throughput |                        discover/search |      0.00804437  |      0.00808595  |     4e-05   |  ops/s |   +0.52% |
|                                                Max Throughput |                        discover/search |      0.009853    |      0.00996214  |     0.00011 |  ops/s |   +1.11% |
|                                       50th percentile latency |                        discover/search |    501.631       |    447.622       |   -54.0088  |     ms |  -10.77% |
|                                       90th percentile latency |                        discover/search |   2164.05        |   2498.7         |   334.646   |     ms |  +15.46% |
|                                      100th percentile latency |                        discover/search |   5054.01        |   7493.44        |  2439.43    |     ms |  +48.27% |
|                                  50th percentile service time |                        discover/search |    424.471       |    431.024       |     6.5529  |     ms |   +1.54% |
|                                  90th percentile service time |                        discover/search |    835.619       |    653.342       |  -182.277   |     ms |  -21.81% |
|                                 100th percentile service time |                        discover/search |   5053.24        |   7491.9         |  2438.66    |     ms |  +48.26% |
|                                                    error rate |                        discover/search |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                     discover/visualize |      0.00231463  |      0.0023152   |     0       |  ops/s |   +0.02% |
|                                               Mean Throughput |                     discover/visualize |      0.00829714  |      0.00829794  |     0       |  ops/s |    0.01% |
|                                             Median Throughput |                     discover/visualize |      0.0079041   |      0.00790462  |     0       |  ops/s |    0.01% |
|                                                Max Throughput |                     discover/visualize |      0.014204    |      0.0142064   |     0       |  ops/s |   +0.02% |
|                                       50th percentile latency |                     discover/visualize |    407.759       |    407.425       |    -0.33482 |     ms |   -0.08% |
|                                       90th percentile latency |                     discover/visualize |    698.916       |   1370.36        |   671.445   |     ms |  +96.07% |
|                                      100th percentile latency |                     discover/visualize |   2994.83        |   4464.7         |  1469.87    |     ms |  +49.08% |
|                                  50th percentile service time |                     discover/visualize |    405.559       |    404.604       |    -0.95467 |     ms |   -0.24% |
|                                  90th percentile service time |                     discover/visualize |    477.164       |    436.753       |   -40.411   |     ms |   -8.47% |
|                                 100th percentile service time |                     discover/visualize |   2994.52        |   4463.85        |  1469.33    |     ms |  +49.07% |
|                                                    error rate |                     discover/visualize |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                                  kafka |      0.00502374  |      0.00502366  |    -0       |  ops/s |   -0.00% |
|                                               Mean Throughput |                                  kafka |      0.0129604   |      0.0130498   |     9e-05   |  ops/s |   +0.69% |
|                                             Median Throughput |                                  kafka |      0.0134311   |      0.013441    |     1e-05   |  ops/s |   +0.07% |
|                                                Max Throughput |                                  kafka |      0.0187264   |      0.0187262   |    -0       |  ops/s |   -0.00% |
|                                       50th percentile latency |                                  kafka |    408.485       |    407.818       |    -0.66705 |     ms |   -0.16% |
|                                       90th percentile latency |                                  kafka |    563.111       |    515.802       |   -47.3091  |     ms |   -8.40% |
|                                      100th percentile latency |                                  kafka |   3529.2         |   3004.35        |  -524.853   |     ms |  -14.87% |
|                                  50th percentile service time |                                  kafka |    406.878       |    405.563       |    -1.31564 |     ms |   -0.32% |
|                                  90th percentile service time |                                  kafka |    516.008       |    426.462       |   -89.5462  |     ms |  -17.35% |
|                                 100th percentile service time |                                  kafka |   3528.47        |   3003.75        |  -524.724   |     ms |  -14.87% |
|                                                    error rate |                                  kafka |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                                  nginx |      0.00627563  |      0.00637389  |     0.0001  |  ops/s |   +1.57% |
|                                               Mean Throughput |                                  nginx |      0.0218074   |      0.0218535   |     5e-05   |  ops/s |   +0.21% |
|                                             Median Throughput |                                  nginx |      0.0211443   |      0.0211628   |     2e-05   |  ops/s |   +0.09% |
|                                                Max Throughput |                                  nginx |      0.0345796   |      0.0346688   |     9e-05   |  ops/s |   +0.26% |
|                                       50th percentile latency |                                  nginx |   1822.27        |   1805.82        |   -16.4543  |     ms |   -0.90% |
|                                       90th percentile latency |                                  nginx |   3817.53        |   4097.84        |   280.305   |     ms |   +7.34% |
|                                      100th percentile latency |                                  nginx |   6164.35        |  10622.1         |  4457.72    |     ms |  +72.31% |
|                                  50th percentile service time |                                  nginx |   1797.21        |   1781.77        |   -15.4429  |     ms |   -0.86% |
|                                  90th percentile service time |                                  nginx |   1971.45        |   1904.64        |   -66.8134  |     ms |   -3.39% |
|                                 100th percentile service time |                                  nginx |   4425.57        |  10117.4         |  5691.87    |     ms | +128.61% |
|                                                    error rate |                                  nginx |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                                 apache |      0.0233558   |      0.0233906   |     3e-05   |  ops/s |   +0.15% |
|                                               Mean Throughput |                                 apache |      0.0529463   |      0.05315     |     0.0002  |  ops/s |   +0.38% |
|                                             Median Throughput |                                 apache |      0.029454    |      0.0294395   |    -1e-05   |  ops/s |   -0.05% |
|                                                Max Throughput |                                 apache |      0.153354    |      0.158288    |     0.00493 |  ops/s |   +3.22% |
|                                       50th percentile latency |                                 apache |    402.697       |    398.509       |    -4.18781 |     ms |   -1.04% |
|                                       90th percentile latency |                                 apache |    527.587       |    568.676       |    41.0894  |     ms |   +7.79% |
|                                       99th percentile latency |                                 apache |   1063.42        |   1176.43        |   113.009   |     ms |  +10.63% |
|                                      100th percentile latency |                                 apache |   1197.8         |   1657.37        |   459.564   |     ms |  +38.37% |
|                                  50th percentile service time |                                 apache |    399.323       |    396.22        |    -3.10315 |     ms |   -0.78% |
|                                  90th percentile service time |                                 apache |    478.489       |    471.908       |    -6.58146 |     ms |   -1.38% |
|                                  99th percentile service time |                                 apache |   1062.43        |   1128.32        |    65.8967  |     ms |   +6.20% |
|                                 100th percentile service time |                                 apache |   1072.94        |   1178.17        |   105.228   |     ms |   +9.81% |
|                                                    error rate |                                 apache |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                            system/auth |      0.0427313   |      0.0427313   |     0       |  ops/s |    0.00% |
|                                               Mean Throughput |                            system/auth |      0.0845312   |      0.0843797   |    -0.00015 |  ops/s |   -0.18% |
|                                             Median Throughput |                            system/auth |      0.0742458   |      0.0734513   |    -0.00079 |  ops/s |   -1.07% |
|                                                Max Throughput |                            system/auth |      0.152622    |      0.152624    |     0       |  ops/s |    0.00% |
|                                       50th percentile latency |                            system/auth |    425.621       |    422.003       |    -3.61781 |     ms |   -0.85% |
|                                       90th percentile latency |                            system/auth |    564.255       |    554.736       |    -9.51891 |     ms |   -1.69% |
|                                       99th percentile latency |                            system/auth |    745.554       |    808.064       |    62.5097  |     ms |   +8.38% |
|                                      100th percentile latency |                            system/auth |   2069.43        |   1828.25        |  -241.176   |     ms |  -11.65% |
|                                  50th percentile service time |                            system/auth |    420.992       |    415.029       |    -5.96263 |     ms |   -1.42% |
|                                  90th percentile service time |                            system/auth |    515.911       |    505.076       |   -10.8346  |     ms |   -2.10% |
|                                  99th percentile service time |                            system/auth |    635.143       |    709.371       |    74.2283  |     ms |  +11.69% |
|                                 100th percentile service time |                            system/auth |   2067.88        |   1826.62        |  -241.262   |     ms |  -11.67% |
|                                                    error rate |                            system/auth |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                system/syslog/dashboard |      0.0242005   |      0.0242006   |     0       |  ops/s |    0.00% |
|                                               Mean Throughput |                system/syslog/dashboard |      0.0382994   |      0.0383863   |     9e-05   |  ops/s |   +0.23% |
|                                             Median Throughput |                system/syslog/dashboard |      0.0316978   |      0.0318483   |     0.00015 |  ops/s |   +0.47% |
|                                                Max Throughput |                system/syslog/dashboard |      0.0694738   |      0.0694744   |     0       |  ops/s |    0.00% |
|                                       50th percentile latency |                system/syslog/dashboard |    414.382       |    413.607       |    -0.77515 |     ms |   -0.19% |
|                                       90th percentile latency |                system/syslog/dashboard |    710.115       |    665.609       |   -44.5056  |     ms |   -6.27% |
|                                      100th percentile latency |                system/syslog/dashboard |   2363.52        |   6580.07        |  4216.55    |     ms | +178.40% |
|                                  50th percentile service time |                system/syslog/dashboard |    406.338       |    405.815       |    -0.52301 |     ms |   -0.13% |
|                                  90th percentile service time |                system/syslog/dashboard |    466.415       |    465.453       |    -0.96168 |     ms |   -0.21% |
|                                 100th percentile service time |                system/syslog/dashboard |   2362.42        |   6579.33        |  4216.91    |     ms | +178.50% |
|                                                    error rate |                system/syslog/dashboard |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                     system/syslog/lens |      0.0113572   |      0.0113584   |     0       |  ops/s |    0.01% |
|                                               Mean Throughput |                     system/syslog/lens |      0.0240039   |      0.0239369   |    -7e-05   |  ops/s |   -0.28% |
|                                             Median Throughput |                     system/syslog/lens |      0.0234542   |      0.0232861   |    -0.00017 |  ops/s |   -0.72% |
|                                                Max Throughput |                     system/syslog/lens |      0.0583249   |      0.0583588   |     3e-05   |  ops/s |   +0.06% |
|                                       50th percentile latency |                     system/syslog/lens |   1207.61        |   1268.55        |    60.9388  |     ms |   +5.05% |
|                                       90th percentile latency |                     system/syslog/lens |   6158.28        |   6631.36        |   473.08    |     ms |   +7.68% |
|                                      100th percentile latency |                     system/syslog/lens |  10520.8         |   9581.16        |  -939.663   |     ms |   -8.93% |
|                                  50th percentile service time |                     system/syslog/lens |    433.978       |    430.35        |    -3.62863 |     ms |   -0.84% |
|                                  90th percentile service time |                     system/syslog/lens |   3987.15        |   4136.49        |   149.343   |     ms |   +3.75% |
|                                 100th percentile service time |                     system/syslog/lens |   8202.82        |   6584.58        | -1618.24    |     ms |  -19.73% |
|                                                    error rate |                     system/syslog/lens |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                        mysql/dashboard |      0.00224979  |      0.00336261  |     0.00111 |  ops/s |  +49.46% |
|                                               Mean Throughput |                        mysql/dashboard |      0.0163243   |      0.0165892   |     0.00026 |  ops/s |   +1.62% |
|                                             Median Throughput |                        mysql/dashboard |      0.0176932   |      0.0177524   |     6e-05   |  ops/s |   +0.33% |
|                                                Max Throughput |                        mysql/dashboard |      0.0245867   |      0.0245871   |     0       |  ops/s |    0.00% |
|                                       50th percentile latency |                        mysql/dashboard |    401.275       |    396.241       |    -5.03394 |     ms |   -1.25% |
|                                       90th percentile latency |                        mysql/dashboard |    461.174       |    439.077       |   -22.0976  |     ms |   -4.79% |
|                                      100th percentile latency |                        mysql/dashboard |   4248.56        |   4842.73        |   594.166   |     ms |  +13.99% |
|                                  50th percentile service time |                        mysql/dashboard |    398.951       |    394.41        |    -4.54149 |     ms |   -1.14% |
|                                  90th percentile service time |                        mysql/dashboard |    454.797       |    424.371       |   -30.4258  |     ms |   -6.69% |
|                                 100th percentile service time |                        mysql/dashboard |   3782.91        |   4351.51        |   568.599   |     ms |  +15.03% |
|                                                    error rate |                        mysql/dashboard |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                                  redis |      0.00958383  |      0.00958315  |    -0       |  ops/s |   -0.01% |
|                                               Mean Throughput |                                  redis |      0.0275553   |      0.0275776   |     2e-05   |  ops/s |   +0.08% |
|                                             Median Throughput |                                  redis |      0.0264381   |      0.0264379   |    -0       |  ops/s |   -0.00% |
|                                                Max Throughput |                                  redis |      0.0725947   |      0.0725908   |    -0       |  ops/s |   -0.01% |
|                                       50th percentile latency |                                  redis |    417.702       |    420.65        |     2.94843 |     ms |   +0.71% |
|                                       90th percentile latency |                                  redis |   1723.59        |   2168.25        |   444.657   |     ms |  +25.80% |
|                                       99th percentile latency |                                  redis |   6220.81        |   4499.23        | -1721.58    |     ms |  -27.67% |
|                                      100th percentile latency |                                  redis |   7394.47        |   5167.88        | -2226.59    |     ms |  -30.11% |
|                                  50th percentile service time |                                  redis |    412.661       |    416.616       |     3.95532 |     ms |   +0.96% |
|                                  90th percentile service time |                                  redis |    455.106       |    447.535       |    -7.57099 |     ms |   -1.66% |
|                                  99th percentile service time |                                  redis |   3889.22        |   4159.15        |   269.933   |     ms |   +6.94% |
|                                 100th percentile service time |                                  redis |   7392.12        |   5167.14        | -2224.98    |     ms |  -30.10% |
|                                                    error rate |                                  redis |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                             mysql/lens |      0.00680615  |      0.00680619  |     0       |  ops/s |    0.00% |
|                                               Mean Throughput |                             mysql/lens |      0.0164084   |      0.0165231   |     0.00011 |  ops/s |   +0.70% |
|                                             Median Throughput |                             mysql/lens |      0.0127808   |      0.0129018   |     0.00012 |  ops/s |   +0.95% |
|                                                Max Throughput |                             mysql/lens |      0.0469888   |      0.0469937   |     0       |  ops/s |   +0.01% |
|                                       50th percentile latency |                             mysql/lens |    404.016       |    403.125       |    -0.89084 |     ms |   -0.22% |
|                                       90th percentile latency |                             mysql/lens |   4300.69        |   4065.11        |  -235.579   |     ms |   -5.48% |
|                                      100th percentile latency |                             mysql/lens |   5224.48        |   6114           |   889.523   |     ms |  +17.03% |
|                                  50th percentile service time |                             mysql/lens |    400.352       |    402.067       |     1.71506 |     ms |   +0.43% |
|                                  90th percentile service time |                             mysql/lens |   2829           |   2974.8         |   145.801   |     ms |   +5.15% |
|                                 100th percentile service time |                             mysql/lens |   5222.35        |   6112.95        |   890.602   |     ms |  +17.05% |
|                                                    error rate |                             mysql/lens |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                    postgresql/overview |      0.00513509  |      0.00513525  |     0       |  ops/s |    0.00% |
|                                               Mean Throughput |                    postgresql/overview |      0.061792    |      0.0618311   |     4e-05   |  ops/s |   +0.06% |
|                                             Median Throughput |                    postgresql/overview |      0.0631799   |      0.0632176   |     4e-05   |  ops/s |   +0.06% |
|                                                Max Throughput |                    postgresql/overview |      0.0893931   |      0.0893941   |     0       |  ops/s |    0.00% |
|                                       50th percentile latency |                    postgresql/overview |   1230.84        |   1156.68        |   -74.1669  |     ms |   -6.03% |
|                                       90th percentile latency |                    postgresql/overview |   2272.46        |   1942.76        |  -329.703   |     ms |  -14.51% |
|                                       99th percentile latency |                    postgresql/overview |   6530.01        |   4529.9         | -2000.1     |     ms |  -30.63% |
|                                      100th percentile latency |                    postgresql/overview |   7323.11        |   5088.54        | -2234.57    |     ms |  -30.51% |
|                                  50th percentile service time |                    postgresql/overview |   1153.96        |   1125.64        |   -28.3221  |     ms |   -2.45% |
|                                  90th percentile service time |                    postgresql/overview |   1547.05        |   1609.11        |    62.0656  |     ms |   +4.01% |
|                                  99th percentile service time |                    postgresql/overview |   4738.04        |   4061.18        |  -676.86    |     ms |  -14.29% |
|                                 100th percentile service time |                    postgresql/overview |   7163.95        |   4743.69        | -2420.26    |     ms |  -33.78% |
|                                                    error rate |                    postgresql/overview |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                    postgresql/duration |      0.0224523   |      0.0224574   |     1e-05   |  ops/s |   +0.02% |
|                                               Mean Throughput |                    postgresql/duration |      0.0365889   |      0.0362369   |    -0.00035 |  ops/s |   -0.96% |
|                                             Median Throughput |                    postgresql/duration |      0.0302364   |      0.0300922   |    -0.00014 |  ops/s |   -0.48% |
|                                                Max Throughput |                    postgresql/duration |      0.0801545   |      0.0802239   |     7e-05   |  ops/s |   +0.09% |
|                                       50th percentile latency |                    postgresql/duration |    416.413       |    425.803       |     9.39038 |     ms |   +2.26% |
|                                       90th percentile latency |                    postgresql/duration |    801.768       |    795.384       |    -6.38394 |     ms |   -0.80% |
|                                      100th percentile latency |                    postgresql/duration |   3985.51        |   4814.76        |   829.251   |     ms |  +20.81% |
|                                  50th percentile service time |                    postgresql/duration |    410.434       |    414.093       |     3.65945 |     ms |   +0.89% |
|                                  90th percentile service time |                    postgresql/duration |    495.168       |    476.637       |   -18.531   |     ms |   -3.74% |
|                                 100th percentile service time |                    postgresql/duration |   3984.41        |   4805.85        |   821.442   |     ms |  +20.62% |
|                                                    error rate |                    postgresql/duration |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                             bulk-index |    207.92        |     28.6298      |  -179.29    | docs/s |  -86.23% |
|                                               Mean Throughput |                             bulk-index |  58833.2         |  54708.9         | -4124.34    | docs/s |   -7.01% |
|                                             Median Throughput |                             bulk-index |  59610.4         |  57513           | -2097.34    | docs/s |   -3.52% |
|                                                Max Throughput |                             bulk-index |  60014.6         |  59047.8         |  -966.883   | docs/s |   -1.61% |
|                                       50th percentile latency |                             bulk-index |    323.108       |    323.582       |     0.47308 |     ms |   +0.15% |
|                                       90th percentile latency |                             bulk-index |    559.409       |    561.3         |     1.89136 |     ms |   +0.34% |
|                                       99th percentile latency |                             bulk-index |    947.029       |    887.466       |   -59.5627  |     ms |   -6.29% |
|                                     99.9th percentile latency |                             bulk-index |   3474.96        |   3218.63        |  -256.323   |     ms |   -7.38% |
|                                    99.99th percentile latency |                             bulk-index |   5629.83        |  28112.5         | 22482.6     |     ms | +399.35% |
|                                      100th percentile latency |                             bulk-index |   8841.69        |  34865.6         | 26023.9     |     ms | +294.33% |
|                                  50th percentile service time |                             bulk-index |    323.951       |    323.929       |    -0.0224  |     ms |   -0.01% |
|                                  90th percentile service time |                             bulk-index |    566.043       |    560.432       |    -5.61164 |     ms |   -0.99% |
|                                  99th percentile service time |                             bulk-index |    945.919       |    883.878       |   -62.0415  |     ms |   -6.56% |
|                                99.9th percentile service time |                             bulk-index |   3477.48        |   3217.01        |  -260.476   |     ms |   -7.49% |
|                               99.99th percentile service time |                             bulk-index |   5605.52        |  29089.2         | 23483.6     |     ms | +418.94% |
|                                 100th percentile service time |                             bulk-index |   8841.69        |  34865.6         | 26023.9     |     ms | +294.33% |
|                                                    error rate |                             bulk-index |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                             field-caps |      2.42492     |      2.24417     |    -0.18075 |  ops/s |   -7.45% |
|                                               Mean Throughput |                             field-caps |      3.02836     |      2.88439     |    -0.14397 |  ops/s |   -4.75% |
|                                             Median Throughput |                             field-caps |      3.08178     |      2.96612     |    -0.11566 |  ops/s |   -3.75% |
|                                                Max Throughput |                             field-caps |      3.14591     |      3.02231     |    -0.1236  |  ops/s |   -3.93% |
|                                       50th percentile latency |                             field-caps |    606.82        |    624.874       |    18.0546  |     ms |   +2.98% |
|                                       90th percentile latency |                             field-caps |    672.35        |    669.301       |    -3.04961 |     ms |   -0.45% |
|                                       99th percentile latency |                             field-caps |    694.742       |    720.571       |    25.8292  |     ms |   +3.72% |
|                                      100th percentile latency |                             field-caps |    763.887       |    758.324       |    -5.56305 |     ms |   -0.73% |
|                                  50th percentile service time |                             field-caps |    606.82        |    624.874       |    18.0546  |     ms |   +2.98% |
|                                  90th percentile service time |                             field-caps |    672.35        |    669.301       |    -3.04961 |     ms |   -0.45% |
|                                  99th percentile service time |                             field-caps |    694.742       |    720.571       |    25.8292  |     ms |   +3.72% |
|                                 100th percentile service time |                             field-caps |    763.887       |    758.324       |    -5.56305 |     ms |   -0.73% |
|                                                    error rate |                             field-caps |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |        field-caps-exclude-empty-fields |      0.354446    |      0.383768    |     0.02932 |  ops/s |   +8.27% |
|                                               Mean Throughput |        field-caps-exclude-empty-fields |      0.37615     |      0.409491    |     0.03334 |  ops/s |   +8.86% |
|                                             Median Throughput |        field-caps-exclude-empty-fields |      0.377413    |      0.410892    |     0.03348 |  ops/s |   +8.87% |
|                                                Max Throughput |        field-caps-exclude-empty-fields |      0.378146    |      0.412305    |     0.03416 |  ops/s |   +9.03% |
|                                       50th percentile latency |        field-caps-exclude-empty-fields |   5292.47        |   4848.64        |  -443.822   |     ms |   -8.39% |
|                                       90th percentile latency |        field-caps-exclude-empty-fields |   5363.24        |   4911.71        |  -451.528   |     ms |   -8.42% |
|                                       99th percentile latency |        field-caps-exclude-empty-fields |   5404.22        |   4984.53        |  -419.695   |     ms |   -7.77% |
|                                      100th percentile latency |        field-caps-exclude-empty-fields |   5427.63        |   5031.99        |  -395.637   |     ms |   -7.29% |
|                                  50th percentile service time |        field-caps-exclude-empty-fields |   5292.47        |   4848.64        |  -443.822   |     ms |   -8.39% |
|                                  90th percentile service time |        field-caps-exclude-empty-fields |   5363.24        |   4911.71        |  -451.528   |     ms |   -8.42% |
|                                  99th percentile service time |        field-caps-exclude-empty-fields |   5404.22        |   4984.53        |  -419.695   |     ms |   -7.77% |
|                                 100th percentile service time |        field-caps-exclude-empty-fields |   5427.63        |   5031.99        |  -395.637   |     ms |   -7.29% |
|                                                    error rate |        field-caps-exclude-empty-fields |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                field-caps-index-filter |      2.09805     |      2.03072     |    -0.06733 |  ops/s |   -3.21% |
|                                               Mean Throughput |                field-caps-index-filter |      2.20143     |      2.12872     |    -0.07271 |  ops/s |   -3.30% |
|                                             Median Throughput |                field-caps-index-filter |      2.20826     |      2.13725     |    -0.07101 |  ops/s |   -3.22% |
|                                                Max Throughput |                field-caps-index-filter |      2.22311     |      2.1494      |    -0.07371 |  ops/s |   -3.32% |
|                                       50th percentile latency |                field-caps-index-filter |    890.331       |    915.169       |    24.8388  |     ms |   +2.79% |
|                                       90th percentile latency |                field-caps-index-filter |    961.78        |    991.981       |    30.2008  |     ms |   +3.14% |
|                                       99th percentile latency |                field-caps-index-filter |   1098.11        |   1105.46        |     7.35384 |     ms |   +0.67% |
|                                      100th percentile latency |                field-caps-index-filter |   1171.06        |   1195.64        |    24.5818  |     ms |   +2.10% |
|                                  50th percentile service time |                field-caps-index-filter |    890.331       |    915.169       |    24.8388  |     ms |   +2.79% |
|                                  90th percentile service time |                field-caps-index-filter |    961.78        |    991.981       |    30.2008  |     ms |   +3.14% |
|                                  99th percentile service time |                field-caps-index-filter |   1098.11        |   1105.46        |     7.35384 |     ms |   +0.67% |
|                                 100th percentile service time |                field-caps-index-filter |   1171.06        |   1195.64        |    24.5818  |     ms |   +2.10% |
|                                                    error rate |                field-caps-index-filter |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |   field-caps-index-filter-empty-fields |      0.315071    |      0.332959    |     0.01789 |  ops/s |   +5.68% |
|                                               Mean Throughput |   field-caps-index-filter-empty-fields |      0.328892    |      0.343173    |     0.01428 |  ops/s |   +4.34% |
|                                             Median Throughput |   field-caps-index-filter-empty-fields |      0.329896    |      0.343536    |     0.01364 |  ops/s |   +4.13% |
|                                                Max Throughput |   field-caps-index-filter-empty-fields |      0.330953    |      0.347201    |     0.01625 |  ops/s |   +4.91% |
|                                       50th percentile latency |   field-caps-index-filter-empty-fields |   6043.94        |   5773.76        |  -270.182   |     ms |   -4.47% |
|                                       90th percentile latency |   field-caps-index-filter-empty-fields |   6130.38        |   5907.53        |  -222.854   |     ms |   -3.64% |
|                                       99th percentile latency |   field-caps-index-filter-empty-fields |   6232.07        |   6001.03        |  -231.039   |     ms |   -3.71% |
|                                      100th percentile latency |   field-caps-index-filter-empty-fields |   6289.37        |   6099.03        |  -190.342   |     ms |   -3.03% |
|                                  50th percentile service time |   field-caps-index-filter-empty-fields |   6043.94        |   5773.76        |  -270.182   |     ms |   -4.47% |
|                                  90th percentile service time |   field-caps-index-filter-empty-fields |   6130.38        |   5907.53        |  -222.854   |     ms |   -3.64% |
|                                  99th percentile service time |   field-caps-index-filter-empty-fields |   6232.07        |   6001.03        |  -231.039   |     ms |   -3.71% |
|                                 100th percentile service time |   field-caps-index-filter-empty-fields |   6289.37        |   6099.03        |  -190.342   |     ms |   -3.03% |
|                                                    error rate |   field-caps-index-filter-empty-fields |      0           |      0           |     0       |      % |    0.00% |
|                                                Min Throughput |                 esql_from_all_limit_50 |      0.388699    |      0.372354    |    -0.01635 |  ops/s |   -4.21% |
|                                               Mean Throughput |                 esql_from_all_limit_50 |      0.45163     |      0.436742    |    -0.01489 |  ops/s |   -3.30% |
|                                             Median Throughput |                 esql_from_all_limit_50 |      0.461227    |      0.446201    |    -0.01503 |  ops/s |   -3.26% |
|                                                Max Throughput |                 esql_from_all_limit_50 |      0.484858    |      0.474159    |    -0.0107  |  ops/s |   -2.21% |
|                                       50th percentile latency |                 esql_from_all_limit_50 |   1913.89        |   1897.07        |   -16.8187  |     ms |   -0.88% |
|                                       90th percentile latency |                 esql_from_all_limit_50 |   2073.65        |   2024.85        |   -48.7989  |     ms |   -2.35% |
|                                      100th percentile latency |                 esql_from_all_limit_50 |   2182.14        |   2449.99        |   267.848   |     ms |  +12.27% |
|                                  50th percentile service time |                 esql_from_all_limit_50 |   1913.89        |   1897.07        |   -16.8187  |     ms |   -0.88% |
|                                  90th percentile service time |                 esql_from_all_limit_50 |   2073.65        |   2024.85        |   -48.7989  |     ms |   -2.35% |
|                                 100th percentile service time |                 esql_from_all_limit_50 |   2182.14        |   2449.99        |   267.848   |     ms |  +12.27% |
|                                                    error rate |                 esql_from_all_limit_50 |      0           |      0           |     0       |      % |    0.00% |