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Remove ordinal grouping operator #131133

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Merged
merged 2 commits into from
Jul 15, 2025
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@dnhatn dnhatn commented Jul 11, 2025

The ordinals grouping operator was introduced to speed up aggregation before ordinal blocks and related optimizations in block hashes were available. However, this operator has several issues:

  1. It only supports single grouping with the keyword type and requires doc_values.
  2. It needs a separate aggregation implementation, which currently lacks test coverage. We had performance issues with the VALUES aggregation using this operator (see Avoid O(N^2) in VALUES with ordinals grouping #130576).
  3. It can be slower and use more memory when the target documents have sparse cardinality (see ESQL count_distinct memory issues #98963).
  4. Ad-hoc planning, although this can now be addressed with local plans.

Although the ordinals grouping operator is slightly faster than the hash operator with ordinal blocks, its complexity now outweighs the benefits. This PR proposes removing the operator. Below is the NYC_taxis benchmark.

Closes #98963

@dnhatn dnhatn force-pushed the remove-ordinals-grouping branch 3 times, most recently from 68ab79c to 585aed2 Compare July 12, 2025 01:56
@dnhatn dnhatn force-pushed the remove-ordinals-grouping branch from 585aed2 to 24878f6 Compare July 12, 2025 03:46
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dnhatn commented Jul 12, 2025

|                                                        Metric |                                                                 Task |         Baseline |        Contender |       Diff |   Unit |   Diff % |
|--------------------------------------------------------------:|---------------------------------------------------------------------:|-----------------:|-----------------:|-----------:|-------:|---------:|
|                    Cumulative indexing time of primary shards |                                                                      |    141.164       |    137.786       |   -3.37825 |    min |   -2.39% |
|             Min cumulative indexing time across primary shard |                                                                      |      1.66667e-05 |      1.66667e-05 |    0       |    min |    0.00% |
|          Median cumulative indexing time across primary shard |                                                                      |      5e-05       |      5e-05       |    0       |    min |    0.00% |
|             Max cumulative indexing time across primary shard |                                                                      |    141.164       |    137.786       |   -3.37825 |    min |   -2.39% |
|           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 |                                                                      |     77.2776      |     91.2355      |   13.9579  |    min |  +18.06% |
|                      Cumulative merge count of primary shards |                                                                      |     89           |     94           |    5       |        |   +5.62% |
|                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 |                                                                      |     77.2776      |     91.2355      |   13.9579  |    min |  +18.06% |
|              Cumulative merge throttle time of primary shards |                                                                      |     28.2416      |     32.2625      |    4.02095 |    min |  +14.24% |
|       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 |                                                                      |     28.2416      |     32.2625      |    4.02095 |    min |  +14.24% |
|                     Cumulative refresh time of primary shards |                                                                      |      4.0244      |      3.9426      |   -0.0818  |    min |   -2.03% |
|                    Cumulative refresh count of primary shards |                                                                      |    113           |    115           |    2       |        |   +1.77% |
|              Min cumulative refresh time across primary shard |                                                                      |      0.0008      |      0.0008      |    0       |    min |    0.00% |
|           Median cumulative refresh time across primary shard |                                                                      |      0.000833333 |      0.000816667 |   -2e-05   |    min |   -2.00% |
|              Max cumulative refresh time across primary shard |                                                                      |      4.0211      |      3.93937     |   -0.08173 |    min |   -2.03% |
|                       Cumulative flush time of primary shards |                                                                      |      4.67968     |      4.49003     |   -0.18965 |    min |   -4.05% |
|                      Cumulative flush count of primary shards |                                                                      |     39           |     42           |    3       |        |   +7.69% |
|                Min cumulative flush time across primary shard |                                                                      |      0.000333333 |      0.000416667 |    8e-05   |    min |  +25.00% |
|             Median cumulative flush time across primary shard |                                                                      |      0.00035     |      0.00055     |    0.0002  |    min |  +57.14% |
|                Max cumulative flush time across primary shard |                                                                      |      4.6783      |      4.48797     |   -0.19033 |    min |   -4.07% |
|                                       Total Young Gen GC time |                                                                      |     16.742       |     16.809       |    0.067   |      s |   +0.40% |
|                                      Total Young Gen GC count |                                                                      |   1036           |   1117           |   81       |        |   +7.82% |
|                                         Total Old Gen GC time |                                                                      |      0           |      0           |    0       |      s |    0.00% |
|                                        Total Old Gen GC count |                                                                      |      0           |      0           |    0       |        |    0.00% |
|                                                  Dataset size |                                                                      |     26.2501      |     26.3442      |    0.09412 |     GB |   +0.36% |
|                                                    Store size |                                                                      |     26.2501      |     26.3442      |    0.09412 |     GB |   +0.36% |
|                                                 Translog size |                                                                      |      2.56114e-07 |      2.56114e-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 |                                                                      |     44           |     36           |   -8       |        |  -18.18% |
|                                   Total Ingest Pipeline count |                                                                      |     28           |     28           |    0       |        |    0.00% |
|                                    Total Ingest Pipeline time |                                                                      |     10           |     10           |    0       |     ms |    0.00% |
|                                  Total Ingest Pipeline failed |                                                                      |      0           |      0           |    0       |        |    0.00% |
|                                                Min Throughput |                                                 index-enrich-sources |    104.317       |    109.004       |    4.68774 | docs/s |   +4.49% |
|                                               Mean Throughput |                                                 index-enrich-sources |    104.317       |    109.004       |    4.68774 | docs/s |   +4.49% |
|                                             Median Throughput |                                                 index-enrich-sources |    104.317       |    109.004       |    4.68774 | docs/s |   +4.49% |
|                                                Max Throughput |                                                 index-enrich-sources |    104.317       |    109.004       |    4.68774 | docs/s |   +4.49% |
|                                       50th percentile latency |                                                 index-enrich-sources |      8.82742     |      9.11682     |    0.28941 |     ms |   +3.28% |
|                                      100th percentile latency |                                                 index-enrich-sources |     61.3763      |     58.4505      |   -2.92583 |     ms |   -4.77% |
|                                  50th percentile service time |                                                 index-enrich-sources |      8.82742     |      9.11682     |    0.28941 |     ms |   +3.28% |
|                                 100th percentile service time |                                                 index-enrich-sources |     61.3763      |     58.4505      |   -2.92583 |     ms |   -4.77% |
|                                                    error rate |                                                 index-enrich-sources |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                  execute-enrich-nyc_rate_codes_fares |      4.98425     |      5.54947     |    0.56523 |  ops/s |  +11.34% |
|                                               Mean Throughput |                                  execute-enrich-nyc_rate_codes_fares |      4.98425     |      5.54947     |    0.56523 |  ops/s |  +11.34% |
|                                             Median Throughput |                                  execute-enrich-nyc_rate_codes_fares |      4.98425     |      5.54947     |    0.56523 |  ops/s |  +11.34% |
|                                                Max Throughput |                                  execute-enrich-nyc_rate_codes_fares |      4.98425     |      5.54947     |    0.56523 |  ops/s |  +11.34% |
|                                      100th percentile latency |                                  execute-enrich-nyc_rate_codes_fares |    200.124       |    179.576       |  -20.5479  |     ms |  -10.27% |
|                                 100th percentile service time |                                  execute-enrich-nyc_rate_codes_fares |    200.124       |    179.576       |  -20.5479  |     ms |  -10.27% |
|                                                    error rate |                                  execute-enrich-nyc_rate_codes_fares |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                     execute-enrich-nyc_payment_types |      5.64768     |      5.71413     |    0.06645 |  ops/s |   +1.18% |
|                                               Mean Throughput |                                     execute-enrich-nyc_payment_types |      5.64768     |      5.71413     |    0.06645 |  ops/s |   +1.18% |
|                                             Median Throughput |                                     execute-enrich-nyc_payment_types |      5.64768     |      5.71413     |    0.06645 |  ops/s |   +1.18% |
|                                                Max Throughput |                                     execute-enrich-nyc_payment_types |      5.64768     |      5.71413     |    0.06645 |  ops/s |   +1.18% |
|                                      100th percentile latency |                                     execute-enrich-nyc_payment_types |    176.527       |    174.471       |   -2.05604 |     ms |   -1.16% |
|                                 100th percentile service time |                                     execute-enrich-nyc_payment_types |    176.527       |    174.471       |   -2.05604 |     ms |   -1.16% |
|                                                    error rate |                                     execute-enrich-nyc_payment_types |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                               execute-enrich-nyc_payment_types_fares |      5.75775     |      5.58983     |   -0.16793 |  ops/s |   -2.92% |
|                                               Mean Throughput |                               execute-enrich-nyc_payment_types_fares |      5.75775     |      5.58983     |   -0.16793 |  ops/s |   -2.92% |
|                                             Median Throughput |                               execute-enrich-nyc_payment_types_fares |      5.75775     |      5.58983     |   -0.16793 |  ops/s |   -2.92% |
|                                                Max Throughput |                               execute-enrich-nyc_payment_types_fares |      5.75775     |      5.58983     |   -0.16793 |  ops/s |   -2.92% |
|                                      100th percentile latency |                               execute-enrich-nyc_payment_types_fares |    173.133       |    178.41        |    5.27656 |     ms |   +3.05% |
|                                 100th percentile service time |                               execute-enrich-nyc_payment_types_fares |    173.133       |    178.41        |    5.27656 |     ms |   +3.05% |
|                                                    error rate |                               execute-enrich-nyc_payment_types_fares |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                        execute-enrich-nyc_trip_types |      6.0509      |      6.10951     |    0.05861 |  ops/s |   +0.97% |
|                                               Mean Throughput |                                        execute-enrich-nyc_trip_types |      6.0509      |      6.10951     |    0.05861 |  ops/s |   +0.97% |
|                                             Median Throughput |                                        execute-enrich-nyc_trip_types |      6.0509      |      6.10951     |    0.05861 |  ops/s |   +0.97% |
|                                                Max Throughput |                                        execute-enrich-nyc_trip_types |      6.0509      |      6.10951     |    0.05861 |  ops/s |   +0.97% |
|                                      100th percentile latency |                                        execute-enrich-nyc_trip_types |    164.762       |    163.173       |   -1.58964 |     ms |   -0.96% |
|                                 100th percentile service time |                                        execute-enrich-nyc_trip_types |    164.762       |    163.173       |   -1.58964 |     ms |   -0.96% |
|                                                    error rate |                                        execute-enrich-nyc_trip_types |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                           execute-enrich-nyc_vendors |      5.82352     |      5.69521     |   -0.12831 |  ops/s |   -2.20% |
|                                               Mean Throughput |                                           execute-enrich-nyc_vendors |      5.82352     |      5.69521     |   -0.12831 |  ops/s |   -2.20% |
|                                             Median Throughput |                                           execute-enrich-nyc_vendors |      5.82352     |      5.69521     |   -0.12831 |  ops/s |   -2.20% |
|                                                Max Throughput |                                           execute-enrich-nyc_vendors |      5.82352     |      5.69521     |   -0.12831 |  ops/s |   -2.20% |
|                                      100th percentile latency |                                           execute-enrich-nyc_vendors |    171.155       |    175.047       |    3.8927  |     ms |   +2.27% |
|                                 100th percentile service time |                                           execute-enrich-nyc_vendors |    171.155       |    175.047       |    3.8927  |     ms |   +2.27% |
|                                                    error rate |                                           execute-enrich-nyc_vendors |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                                index | 116327           | 119271           | 2944.63    | docs/s |   +2.53% |
|                                               Mean Throughput |                                                                index | 119649           | 122876           | 3226.45    | docs/s |   +2.70% |
|                                             Median Throughput |                                                                index | 119833           | 122934           | 3101.42    | docs/s |   +2.59% |
|                                                Max Throughput |                                                                index | 123645           | 126511           | 2866.57    | docs/s |   +2.32% |
|                                       50th percentile latency |                                                                index |    532.996       |    518.839       |  -14.1573  |     ms |   -2.66% |
|                                       90th percentile latency |                                                                index |    727.164       |    722.359       |   -4.80444 |     ms |   -0.66% |
|                                       99th percentile latency |                                                                index |   4445.95        |   4249.51        | -196.448   |     ms |   -4.42% |
|                                     99.9th percentile latency |                                                                index |   8322.35        |   8844.03        |  521.675   |     ms |   +6.27% |
|                                    99.99th percentile latency |                                                                index |  12002.5         |  11665.6         | -336.88    |     ms |   -2.81% |
|                                      100th percentile latency |                                                                index |  12607.4         |  12236.1         | -371.287   |     ms |   -2.94% |
|                                  50th percentile service time |                                                                index |    532.996       |    518.839       |  -14.1573  |     ms |   -2.66% |
|                                  90th percentile service time |                                                                index |    727.164       |    722.359       |   -4.80444 |     ms |   -0.66% |
|                                  99th percentile service time |                                                                index |   4445.95        |   4249.51        | -196.448   |     ms |   -4.42% |
|                                99.9th percentile service time |                                                                index |   8322.35        |   8844.03        |  521.675   |     ms |   +6.27% |
|                               99.99th percentile service time |                                                                index |  12002.5         |  11665.6         | -336.88    |     ms |   -2.81% |
|                                 100th percentile service time |                                                                index |  12607.4         |  12236.1         | -371.287   |     ms |   -2.94% |
|                                                    error rate |                                                                index |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                      avg_passenger_count_aggregation |      1.29484     |      1.23906     |   -0.05578 |  ops/s |   -4.31% |
|                                               Mean Throughput |                                      avg_passenger_count_aggregation |      1.41846     |      1.35874     |   -0.05972 |  ops/s |   -4.21% |
|                                             Median Throughput |                                      avg_passenger_count_aggregation |      1.4238      |      1.37287     |   -0.05093 |  ops/s |   -3.58% |
|                                                Max Throughput |                                      avg_passenger_count_aggregation |      1.46156     |      1.40722     |   -0.05434 |  ops/s |   -3.72% |
|                                       50th percentile latency |                                      avg_passenger_count_aggregation |    636.453       |    671.506       |   35.0527  |     ms |   +5.51% |
|                                       90th percentile latency |                                      avg_passenger_count_aggregation |    749.331       |    752.85        |    3.51893 |     ms |   +0.47% |
|                                      100th percentile latency |                                      avg_passenger_count_aggregation |    867.481       |    956.984       |   89.503   |     ms |  +10.32% |
|                                  50th percentile service time |                                      avg_passenger_count_aggregation |    636.453       |    671.506       |   35.0527  |     ms |   +5.51% |
|                                  90th percentile service time |                                      avg_passenger_count_aggregation |    749.331       |    752.85        |    3.51893 |     ms |   +0.47% |
|                                 100th percentile service time |                                      avg_passenger_count_aggregation |    867.481       |    956.984       |   89.503   |     ms |  +10.32% |
|                                                    error rate |                                      avg_passenger_count_aggregation |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                        avg_passenger_count_esql_segment_partitioning |      1.03968     |      1.16167     |    0.12199 |  ops/s |  +11.73% |
|                                               Mean Throughput |                        avg_passenger_count_esql_segment_partitioning |      1.2571      |      1.31521     |    0.0581  |  ops/s |   +4.62% |
|                                             Median Throughput |                        avg_passenger_count_esql_segment_partitioning |      1.28596     |      1.32592     |    0.03996 |  ops/s |   +3.11% |
|                                                Max Throughput |                        avg_passenger_count_esql_segment_partitioning |      1.34652     |      1.3909      |    0.04438 |  ops/s |   +3.30% |
|                                       50th percentile latency |                        avg_passenger_count_esql_segment_partitioning |    691.421       |    677.798       |  -13.6229  |     ms |   -1.97% |
|                                       90th percentile latency |                        avg_passenger_count_esql_segment_partitioning |    721.436       |    726.444       |    5.00852 |     ms |   +0.69% |
|                                      100th percentile latency |                        avg_passenger_count_esql_segment_partitioning |    760.119       |    766.083       |    5.96477 |     ms |   +0.78% |
|                                  50th percentile service time |                        avg_passenger_count_esql_segment_partitioning |    691.421       |    677.798       |  -13.6229  |     ms |   -1.97% |
|                                  90th percentile service time |                        avg_passenger_count_esql_segment_partitioning |    721.436       |    726.444       |    5.00852 |     ms |   +0.69% |
|                                 100th percentile service time |                        avg_passenger_count_esql_segment_partitioning |    760.119       |    766.083       |    5.96477 |     ms |   +0.78% |
|                                                    error rate |                        avg_passenger_count_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                            avg_passenger_count_esql_doc_partitioning |      1.43237     |      1.36641     |   -0.06596 |  ops/s |   -4.60% |
|                                               Mean Throughput |                            avg_passenger_count_esql_doc_partitioning |      1.44313     |      1.37348     |   -0.06965 |  ops/s |   -4.83% |
|                                             Median Throughput |                            avg_passenger_count_esql_doc_partitioning |      1.44656     |      1.37115     |   -0.07541 |  ops/s |   -5.21% |
|                                                Max Throughput |                            avg_passenger_count_esql_doc_partitioning |      1.45262     |      1.38666     |   -0.06596 |  ops/s |   -4.54% |
|                                       50th percentile latency |                            avg_passenger_count_esql_doc_partitioning |    684.876       |    722.784       |   37.9079  |     ms |   +5.53% |
|                                       90th percentile latency |                            avg_passenger_count_esql_doc_partitioning |    715.526       |    777.346       |   61.82    |     ms |   +8.64% |
|                                      100th percentile latency |                            avg_passenger_count_esql_doc_partitioning |    732.719       |    807.495       |   74.7758  |     ms |  +10.21% |
|                                  50th percentile service time |                            avg_passenger_count_esql_doc_partitioning |    684.876       |    722.784       |   37.9079  |     ms |   +5.53% |
|                                  90th percentile service time |                            avg_passenger_count_esql_doc_partitioning |    715.526       |    777.346       |   61.82    |     ms |   +8.64% |
|                                 100th percentile service time |                            avg_passenger_count_esql_doc_partitioning |    732.719       |    807.495       |   74.7758  |     ms |  +10.21% |
|                                                    error rate |                            avg_passenger_count_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                             avg_passenger_count_filtered_aggregation |     14.8963      |     14.9214      |    0.02509 |  ops/s |   +0.17% |
|                                               Mean Throughput |                             avg_passenger_count_filtered_aggregation |     14.8963      |     14.9214      |    0.02509 |  ops/s |   +0.17% |
|                                             Median Throughput |                             avg_passenger_count_filtered_aggregation |     14.8963      |     14.9214      |    0.02509 |  ops/s |   +0.17% |
|                                                Max Throughput |                             avg_passenger_count_filtered_aggregation |     14.8963      |     14.9214      |    0.02509 |  ops/s |   +0.17% |
|                                       50th percentile latency |                             avg_passenger_count_filtered_aggregation |     19.1272      |     21.4629      |    2.33572 |     ms |  +12.21% |
|                                       90th percentile latency |                             avg_passenger_count_filtered_aggregation |     25.1531      |     24.3891      |   -0.76406 |     ms |   -3.04% |
|                                      100th percentile latency |                             avg_passenger_count_filtered_aggregation |     28.5706      |     26.2551      |   -2.31547 |     ms |   -8.10% |
|                                  50th percentile service time |                             avg_passenger_count_filtered_aggregation |     19.1272      |     21.4629      |    2.33572 |     ms |  +12.21% |
|                                  90th percentile service time |                             avg_passenger_count_filtered_aggregation |     25.1531      |     24.3891      |   -0.76406 |     ms |   -3.04% |
|                                 100th percentile service time |                             avg_passenger_count_filtered_aggregation |     28.5706      |     26.2551      |   -2.31547 |     ms |   -8.10% |
|                                                    error rate |                             avg_passenger_count_filtered_aggregation |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |               avg_passenger_count_filtered_esql_segment_partitioning |     25.4403      |     23.2352      |   -2.20515 |  ops/s |   -8.67% |
|                                               Mean Throughput |               avg_passenger_count_filtered_esql_segment_partitioning |     26.1631      |     24.5451      |   -1.61802 |  ops/s |   -6.18% |
|                                             Median Throughput |               avg_passenger_count_filtered_esql_segment_partitioning |     26.1631      |     24.5451      |   -1.61802 |  ops/s |   -6.18% |
|                                                Max Throughput |               avg_passenger_count_filtered_esql_segment_partitioning |     26.8858      |     25.8549      |   -1.0309  |  ops/s |   -3.83% |
|                                       50th percentile latency |               avg_passenger_count_filtered_esql_segment_partitioning |     32.1634      |     30.8078      |   -1.35568 |     ms |   -4.21% |
|                                       90th percentile latency |               avg_passenger_count_filtered_esql_segment_partitioning |     39.9999      |     38.0615      |   -1.93842 |     ms |   -4.85% |
|                                      100th percentile latency |               avg_passenger_count_filtered_esql_segment_partitioning |     44.0436      |     42.7322      |   -1.31138 |     ms |   -2.98% |
|                                  50th percentile service time |               avg_passenger_count_filtered_esql_segment_partitioning |     32.1634      |     30.8078      |   -1.35568 |     ms |   -4.21% |
|                                  90th percentile service time |               avg_passenger_count_filtered_esql_segment_partitioning |     39.9999      |     38.0615      |   -1.93842 |     ms |   -4.85% |
|                                 100th percentile service time |               avg_passenger_count_filtered_esql_segment_partitioning |     44.0436      |     42.7322      |   -1.31138 |     ms |   -2.98% |
|                                                    error rate |               avg_passenger_count_filtered_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                   avg_passenger_count_filtered_esql_doc_partitioning |     35.1472      |     33.0386      |   -2.10863 |  ops/s |   -6.00% |
|                                               Mean Throughput |                   avg_passenger_count_filtered_esql_doc_partitioning |     35.1472      |     33.0386      |   -2.10863 |  ops/s |   -6.00% |
|                                             Median Throughput |                   avg_passenger_count_filtered_esql_doc_partitioning |     35.1472      |     33.0386      |   -2.10863 |  ops/s |   -6.00% |
|                                                Max Throughput |                   avg_passenger_count_filtered_esql_doc_partitioning |     35.1472      |     33.0386      |   -2.10863 |  ops/s |   -6.00% |
|                                       50th percentile latency |                   avg_passenger_count_filtered_esql_doc_partitioning |     26.7028      |     27.611       |    0.90822 |     ms |   +3.40% |
|                                       90th percentile latency |                   avg_passenger_count_filtered_esql_doc_partitioning |     28.0383      |     30.9455      |    2.90726 |     ms |  +10.37% |
|                                      100th percentile latency |                   avg_passenger_count_filtered_esql_doc_partitioning |     36.4265      |     31.7537      |   -4.67278 |     ms |  -12.83% |
|                                  50th percentile service time |                   avg_passenger_count_filtered_esql_doc_partitioning |     26.7028      |     27.611       |    0.90822 |     ms |   +3.40% |
|                                  90th percentile service time |                   avg_passenger_count_filtered_esql_doc_partitioning |     28.0383      |     30.9455      |    2.90726 |     ms |  +10.37% |
|                                 100th percentile service time |                   avg_passenger_count_filtered_esql_doc_partitioning |     36.4265      |     31.7537      |   -4.67278 |     ms |  -12.83% |
|                                                    error rate |                   avg_passenger_count_filtered_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                          avg_tip_percent_aggregation |      0.185696    |      0.173931    |   -0.01177 |  ops/s |   -6.34% |
|                                               Mean Throughput |                                          avg_tip_percent_aggregation |      0.187555    |      0.181929    |   -0.00563 |  ops/s |   -3.00% |
|                                             Median Throughput |                                          avg_tip_percent_aggregation |      0.187724    |      0.182853    |   -0.00487 |  ops/s |   -2.59% |
|                                                Max Throughput |                                          avg_tip_percent_aggregation |      0.189704    |      0.190114    |    0.00041 |  ops/s |   +0.22% |
|                                       50th percentile latency |                                          avg_tip_percent_aggregation |   5398.01        |   5033.19        | -364.813   |     ms |   -6.76% |
|                                       90th percentile latency |                                          avg_tip_percent_aggregation |   5621.32        |   5795.94        |  174.62    |     ms |   +3.11% |
|                                      100th percentile latency |                                          avg_tip_percent_aggregation |   6192.05        |   6116.77        |  -75.2761  |     ms |   -1.22% |
|                                  50th percentile service time |                                          avg_tip_percent_aggregation |   5398.01        |   5033.19        | -364.813   |     ms |   -6.76% |
|                                  90th percentile service time |                                          avg_tip_percent_aggregation |   5621.32        |   5795.94        |  174.62    |     ms |   +3.11% |
|                                 100th percentile service time |                                          avg_tip_percent_aggregation |   6192.05        |   6116.77        |  -75.2761  |     ms |   -1.22% |
|                                                    error rate |                                          avg_tip_percent_aggregation |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                            avg_tip_percent_esql_segment_partitioning |      0.315696    |      0.395854    |    0.08016 |  ops/s |  +25.39% |
|                                               Mean Throughput |                            avg_tip_percent_esql_segment_partitioning |      0.322827    |      0.401501    |    0.07867 |  ops/s |  +24.37% |
|                                             Median Throughput |                            avg_tip_percent_esql_segment_partitioning |      0.324161    |      0.401844    |    0.07768 |  ops/s |  +23.96% |
|                                                Max Throughput |                            avg_tip_percent_esql_segment_partitioning |      0.326042    |      0.404164    |    0.07812 |  ops/s |  +23.96% |
|                                       50th percentile latency |                            avg_tip_percent_esql_segment_partitioning |   3042.29        |   2482.48        | -559.811   |     ms |  -18.40% |
|                                       90th percentile latency |                            avg_tip_percent_esql_segment_partitioning |   3153.36        |   2625.28        | -528.074   |     ms |  -16.75% |
|                                      100th percentile latency |                            avg_tip_percent_esql_segment_partitioning |   3216.32        |   2821.55        | -394.769   |     ms |  -12.27% |
|                                  50th percentile service time |                            avg_tip_percent_esql_segment_partitioning |   3042.29        |   2482.48        | -559.811   |     ms |  -18.40% |
|                                  90th percentile service time |                            avg_tip_percent_esql_segment_partitioning |   3153.36        |   2625.28        | -528.074   |     ms |  -16.75% |
|                                 100th percentile service time |                            avg_tip_percent_esql_segment_partitioning |   3216.32        |   2821.55        | -394.769   |     ms |  -12.27% |
|                                                    error rate |                            avg_tip_percent_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                avg_tip_percent_esql_doc_partitioning |      0.479117    |      0.559745    |    0.08063 |  ops/s |  +16.83% |
|                                               Mean Throughput |                                avg_tip_percent_esql_doc_partitioning |      0.479597    |      0.564837    |    0.08524 |  ops/s |  +17.77% |
|                                             Median Throughput |                                avg_tip_percent_esql_doc_partitioning |      0.479562    |      0.565516    |    0.08595 |  ops/s |  +17.92% |
|                                                Max Throughput |                                avg_tip_percent_esql_doc_partitioning |      0.48083     |      0.568266    |    0.08744 |  ops/s |  +18.18% |
|                                       50th percentile latency |                                avg_tip_percent_esql_doc_partitioning |   2080.59        |   1761.36        | -319.235   |     ms |  -15.34% |
|                                       90th percentile latency |                                avg_tip_percent_esql_doc_partitioning |   2118.38        |   1826.64        | -291.742   |     ms |  -13.77% |
|                                      100th percentile latency |                                avg_tip_percent_esql_doc_partitioning |   2168.07        |   1847.49        | -320.585   |     ms |  -14.79% |
|                                  50th percentile service time |                                avg_tip_percent_esql_doc_partitioning |   2080.59        |   1761.36        | -319.235   |     ms |  -15.34% |
|                                  90th percentile service time |                                avg_tip_percent_esql_doc_partitioning |   2118.38        |   1826.64        | -291.742   |     ms |  -13.77% |
|                                 100th percentile service time |                                avg_tip_percent_esql_doc_partitioning |   2168.07        |   1847.49        | -320.585   |     ms |  -14.79% |
|                                                    error rate |                                avg_tip_percent_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                              avg_amount_group_by_integer_aggregation |      0.316878    |      0.316364    |   -0.00051 |  ops/s |   -0.16% |
|                                               Mean Throughput |                              avg_amount_group_by_integer_aggregation |      0.31769     |      0.317785    |    0.0001  |  ops/s |   +0.03% |
|                                             Median Throughput |                              avg_amount_group_by_integer_aggregation |      0.317487    |      0.318135    |    0.00065 |  ops/s |   +0.20% |
|                                                Max Throughput |                              avg_amount_group_by_integer_aggregation |      0.318587    |      0.318578    |   -1e-05   |  ops/s |   -0.00% |
|                                       50th percentile latency |                              avg_amount_group_by_integer_aggregation |   3135.05        |   3142.63        |    7.58038 |     ms |   +0.24% |
|                                       90th percentile latency |                              avg_amount_group_by_integer_aggregation |   3189.52        |   3165.49        |  -24.0229  |     ms |   -0.75% |
|                                      100th percentile latency |                              avg_amount_group_by_integer_aggregation |   3201.44        |   3214.86        |   13.4222  |     ms |   +0.42% |
|                                  50th percentile service time |                              avg_amount_group_by_integer_aggregation |   3135.05        |   3142.63        |    7.58038 |     ms |   +0.24% |
|                                  90th percentile service time |                              avg_amount_group_by_integer_aggregation |   3189.52        |   3165.49        |  -24.0229  |     ms |   -0.75% |
|                                 100th percentile service time |                              avg_amount_group_by_integer_aggregation |   3201.44        |   3214.86        |   13.4222  |     ms |   +0.42% |
|                                                    error rate |                              avg_amount_group_by_integer_aggregation |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                avg_amount_group_by_integer_esql_segment_partitioning |      0.380563    |      0.415459    |    0.0349  |  ops/s |   +9.17% |
|                                               Mean Throughput |                avg_amount_group_by_integer_esql_segment_partitioning |      0.384777    |      0.431824    |    0.04705 |  ops/s |  +12.23% |
|                                             Median Throughput |                avg_amount_group_by_integer_esql_segment_partitioning |      0.3855      |      0.433644    |    0.04814 |  ops/s |  +12.49% |
|                                                Max Throughput |                avg_amount_group_by_integer_esql_segment_partitioning |      0.38679     |      0.437207    |    0.05042 |  ops/s |  +13.03% |
|                                       50th percentile latency |                avg_amount_group_by_integer_esql_segment_partitioning |   2570.29        |   2260.56        | -309.73    |     ms |  -12.05% |
|                                       90th percentile latency |                avg_amount_group_by_integer_esql_segment_partitioning |   2613.15        |   2294.99        | -318.159   |     ms |  -12.18% |
|                                      100th percentile latency |                avg_amount_group_by_integer_esql_segment_partitioning |   2644.47        |   2314.62        | -329.849   |     ms |  -12.47% |
|                                  50th percentile service time |                avg_amount_group_by_integer_esql_segment_partitioning |   2570.29        |   2260.56        | -309.73    |     ms |  -12.05% |
|                                  90th percentile service time |                avg_amount_group_by_integer_esql_segment_partitioning |   2613.15        |   2294.99        | -318.159   |     ms |  -12.18% |
|                                 100th percentile service time |                avg_amount_group_by_integer_esql_segment_partitioning |   2644.47        |   2314.62        | -329.849   |     ms |  -12.47% |
|                                                    error rate |                avg_amount_group_by_integer_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                    avg_amount_group_by_integer_esql_doc_partitioning |      0.385695    |      0.441549    |    0.05585 |  ops/s |  +14.48% |
|                                               Mean Throughput |                    avg_amount_group_by_integer_esql_doc_partitioning |      0.386689    |      0.442498    |    0.05581 |  ops/s |  +14.43% |
|                                             Median Throughput |                    avg_amount_group_by_integer_esql_doc_partitioning |      0.386722    |      0.442524    |    0.0558  |  ops/s |  +14.43% |
|                                                Max Throughput |                    avg_amount_group_by_integer_esql_doc_partitioning |      0.387313    |      0.443069    |    0.05576 |  ops/s |  +14.40% |
|                                       50th percentile latency |                    avg_amount_group_by_integer_esql_doc_partitioning |   2584.34        |   2250.62        | -333.722   |     ms |  -12.91% |
|                                       90th percentile latency |                    avg_amount_group_by_integer_esql_doc_partitioning |   2615.9         |   2289.74        | -326.155   |     ms |  -12.47% |
|                                      100th percentile latency |                    avg_amount_group_by_integer_esql_doc_partitioning |   2658.68        |   2323.8         | -334.88    |     ms |  -12.60% |
|                                  50th percentile service time |                    avg_amount_group_by_integer_esql_doc_partitioning |   2584.34        |   2250.62        | -333.722   |     ms |  -12.91% |
|                                  90th percentile service time |                    avg_amount_group_by_integer_esql_doc_partitioning |   2615.9         |   2289.74        | -326.155   |     ms |  -12.47% |
|                                 100th percentile service time |                    avg_amount_group_by_integer_esql_doc_partitioning |   2658.68        |   2323.8         | -334.88    |     ms |  -12.60% |
|                                                    error rate |                    avg_amount_group_by_integer_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                              avg_amount_group_by_keyword_aggregation |      0.601756    |      0.624797    |    0.02304 |  ops/s |   +3.83% |
|                                               Mean Throughput |                              avg_amount_group_by_keyword_aggregation |      0.606954    |      0.650415    |    0.04346 |  ops/s |   +7.16% |
|                                             Median Throughput |                              avg_amount_group_by_keyword_aggregation |      0.607567    |      0.653414    |    0.04585 |  ops/s |   +7.55% |
|                                                Max Throughput |                              avg_amount_group_by_keyword_aggregation |      0.608928    |      0.661622    |    0.05269 |  ops/s |   +8.65% |
|                                       50th percentile latency |                              avg_amount_group_by_keyword_aggregation |   1635.29        |   1474.49        | -160.8     |     ms |   -9.83% |
|                                       90th percentile latency |                              avg_amount_group_by_keyword_aggregation |   1656.39        |   1526           | -130.397   |     ms |   -7.87% |
|                                      100th percentile latency |                              avg_amount_group_by_keyword_aggregation |   1758.81        |   1910.73        |  151.915   |     ms |   +8.64% |
|                                  50th percentile service time |                              avg_amount_group_by_keyword_aggregation |   1635.29        |   1474.49        | -160.8     |     ms |   -9.83% |
|                                  90th percentile service time |                              avg_amount_group_by_keyword_aggregation |   1656.39        |   1526           | -130.397   |     ms |   -7.87% |
|                                 100th percentile service time |                              avg_amount_group_by_keyword_aggregation |   1758.81        |   1910.73        |  151.915   |     ms |   +8.64% |
|                                                    error rate |                              avg_amount_group_by_keyword_aggregation |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                avg_amount_group_by_keyword_esql_segment_partitioning |      0.422993    |      0.437792    |    0.0148  |  ops/s |   +3.50% |
|                                               Mean Throughput |                avg_amount_group_by_keyword_esql_segment_partitioning |      0.424536    |      0.443116    |    0.01858 |  ops/s |   +4.38% |
|                                             Median Throughput |                avg_amount_group_by_keyword_esql_segment_partitioning |      0.42454     |      0.44359     |    0.01905 |  ops/s |   +4.49% |
|                                                Max Throughput |                avg_amount_group_by_keyword_esql_segment_partitioning |      0.425458    |      0.444619    |    0.01916 |  ops/s |   +4.50% |
|                                       50th percentile latency |                avg_amount_group_by_keyword_esql_segment_partitioning |   2349.03        |   2239.14        | -109.882   |     ms |   -4.68% |
|                                       90th percentile latency |                avg_amount_group_by_keyword_esql_segment_partitioning |   2394.66        |   2277.73        | -116.929   |     ms |   -4.88% |
|                                      100th percentile latency |                avg_amount_group_by_keyword_esql_segment_partitioning |   2453.88        |   2306.79        | -147.088   |     ms |   -5.99% |
|                                  50th percentile service time |                avg_amount_group_by_keyword_esql_segment_partitioning |   2349.03        |   2239.14        | -109.882   |     ms |   -4.68% |
|                                  90th percentile service time |                avg_amount_group_by_keyword_esql_segment_partitioning |   2394.66        |   2277.73        | -116.929   |     ms |   -4.88% |
|                                 100th percentile service time |                avg_amount_group_by_keyword_esql_segment_partitioning |   2453.88        |   2306.79        | -147.088   |     ms |   -5.99% |
|                                                    error rate |                avg_amount_group_by_keyword_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                    avg_amount_group_by_keyword_esql_doc_partitioning |      0.424557    |      0.442671    |    0.01811 |  ops/s |   +4.27% |
|                                               Mean Throughput |                    avg_amount_group_by_keyword_esql_doc_partitioning |      0.425152    |      0.444387    |    0.01923 |  ops/s |   +4.52% |
|                                             Median Throughput |                    avg_amount_group_by_keyword_esql_doc_partitioning |      0.424926    |      0.444612    |    0.01969 |  ops/s |   +4.63% |
|                                                Max Throughput |                    avg_amount_group_by_keyword_esql_doc_partitioning |      0.42662     |      0.445094    |    0.01847 |  ops/s |   +4.33% |
|                                       50th percentile latency |                    avg_amount_group_by_keyword_esql_doc_partitioning |   2351.25        |   2243.96        | -107.287   |     ms |   -4.56% |
|                                       90th percentile latency |                    avg_amount_group_by_keyword_esql_doc_partitioning |   2394.51        |   2280.39        | -114.115   |     ms |   -4.77% |
|                                      100th percentile latency |                    avg_amount_group_by_keyword_esql_doc_partitioning |   2423.46        |   2315.22        | -108.242   |     ms |   -4.47% |
|                                  50th percentile service time |                    avg_amount_group_by_keyword_esql_doc_partitioning |   2351.25        |   2243.96        | -107.287   |     ms |   -4.56% |
|                                  90th percentile service time |                    avg_amount_group_by_keyword_esql_doc_partitioning |   2394.51        |   2280.39        | -114.115   |     ms |   -4.77% |
|                                 100th percentile service time |                    avg_amount_group_by_keyword_esql_doc_partitioning |   2423.46        |   2315.22        | -108.242   |     ms |   -4.47% |
|                                                    error rate |                    avg_amount_group_by_keyword_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                   count_group_by_keyword_aggregation |    283.642       |    292.736       |    9.09381 |  ops/s |   +3.21% |
|                                               Mean Throughput |                                   count_group_by_keyword_aggregation |    283.642       |    292.736       |    9.09381 |  ops/s |   +3.21% |
|                                             Median Throughput |                                   count_group_by_keyword_aggregation |    283.642       |    292.736       |    9.09381 |  ops/s |   +3.21% |
|                                                Max Throughput |                                   count_group_by_keyword_aggregation |    283.642       |    292.736       |    9.09381 |  ops/s |   +3.21% |
|                                       50th percentile latency |                                   count_group_by_keyword_aggregation |      2.71834     |      2.71797     |   -0.00037 |     ms |   -0.01% |
|                                       90th percentile latency |                                   count_group_by_keyword_aggregation |      3.27061     |      3.01928     |   -0.25133 |     ms |   -7.68% |
|                                      100th percentile latency |                                   count_group_by_keyword_aggregation |      4.03179     |      3.31289     |   -0.7189  |     ms |  -17.83% |
|                                  50th percentile service time |                                   count_group_by_keyword_aggregation |      2.71834     |      2.71797     |   -0.00037 |     ms |   -0.01% |
|                                  90th percentile service time |                                   count_group_by_keyword_aggregation |      3.27061     |      3.01928     |   -0.25133 |     ms |   -7.68% |
|                                 100th percentile service time |                                   count_group_by_keyword_aggregation |      4.03179     |      3.31289     |   -0.7189  |     ms |  -17.83% |
|                                                    error rate |                                   count_group_by_keyword_aggregation |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                     count_group_by_keyword_esql_segment_partitioning |      0.898683    |      0.872076    |   -0.02661 |  ops/s |   -2.96% |
|                                               Mean Throughput |                     count_group_by_keyword_esql_segment_partitioning |      0.903901    |      0.880831    |   -0.02307 |  ops/s |   -2.55% |
|                                             Median Throughput |                     count_group_by_keyword_esql_segment_partitioning |      0.9019      |      0.881819    |   -0.02008 |  ops/s |   -2.23% |
|                                                Max Throughput |                     count_group_by_keyword_esql_segment_partitioning |      0.915635    |      0.884287    |   -0.03135 |  ops/s |   -3.42% |
|                                       50th percentile latency |                     count_group_by_keyword_esql_segment_partitioning |   1114.79        |   1124.65        |    9.8688  |     ms |   +0.89% |
|                                       90th percentile latency |                     count_group_by_keyword_esql_segment_partitioning |   1133.09        |   1144.74        |   11.6465  |     ms |   +1.03% |
|                                      100th percentile latency |                     count_group_by_keyword_esql_segment_partitioning |   1181.86        |   1166.4         |  -15.4587  |     ms |   -1.31% |
|                                  50th percentile service time |                     count_group_by_keyword_esql_segment_partitioning |   1114.79        |   1124.65        |    9.8688  |     ms |   +0.89% |
|                                  90th percentile service time |                     count_group_by_keyword_esql_segment_partitioning |   1133.09        |   1144.74        |   11.6465  |     ms |   +1.03% |
|                                 100th percentile service time |                     count_group_by_keyword_esql_segment_partitioning |   1181.86        |   1166.4         |  -15.4587  |     ms |   -1.31% |
|                                                    error rate |                     count_group_by_keyword_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                         count_group_by_keyword_esql_doc_partitioning |      0.888112    |      0.888428    |    0.00032 |  ops/s |   +0.04% |
|                                               Mean Throughput |                         count_group_by_keyword_esql_doc_partitioning |      0.89206     |      0.890308    |   -0.00175 |  ops/s |   -0.20% |
|                                             Median Throughput |                         count_group_by_keyword_esql_doc_partitioning |      0.892239    |      0.890018    |   -0.00222 |  ops/s |   -0.25% |
|                                                Max Throughput |                         count_group_by_keyword_esql_doc_partitioning |      0.894405    |      0.891864    |   -0.00254 |  ops/s |   -0.28% |
|                                       50th percentile latency |                         count_group_by_keyword_esql_doc_partitioning |   1114.55        |   1120.72        |    6.17505 |     ms |   +0.55% |
|                                       90th percentile latency |                         count_group_by_keyword_esql_doc_partitioning |   1148.41        |   1135.42        |  -12.9902  |     ms |   -1.13% |
|                                      100th percentile latency |                         count_group_by_keyword_esql_doc_partitioning |   1172.78        |   1174.26        |    1.48009 |     ms |   +0.13% |
|                                  50th percentile service time |                         count_group_by_keyword_esql_doc_partitioning |   1114.55        |   1120.72        |    6.17505 |     ms |   +0.55% |
|                                  90th percentile service time |                         count_group_by_keyword_esql_doc_partitioning |   1148.41        |   1135.42        |  -12.9902  |     ms |   -1.13% |
|                                 100th percentile service time |                         count_group_by_keyword_esql_doc_partitioning |   1172.78        |   1174.26        |    1.48009 |     ms |   +0.13% |
|                                                    error rate |                         count_group_by_keyword_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                  multi_terms-keyword |      1.36776     |      1.28294     |   -0.08482 |  ops/s |   -6.20% |
|                                               Mean Throughput |                                                  multi_terms-keyword |      1.46689     |      1.41201     |   -0.05487 |  ops/s |   -3.74% |
|                                             Median Throughput |                                                  multi_terms-keyword |      1.47838     |      1.4265      |   -0.05188 |  ops/s |   -3.51% |
|                                                Max Throughput |                                                  multi_terms-keyword |      1.50427     |      1.45857     |   -0.0457  |  ops/s |   -3.04% |
|                                       50th percentile latency |                                                  multi_terms-keyword |    647.214       |    665.679       |   18.4654  |     ms |   +2.85% |
|                                       90th percentile latency |                                                  multi_terms-keyword |    657.92        |    673.706       |   15.7861  |     ms |   +2.40% |
|                                      100th percentile latency |                                                  multi_terms-keyword |    683.103       |    740.07        |   56.9667  |     ms |   +8.34% |
|                                  50th percentile service time |                                                  multi_terms-keyword |    647.214       |    665.679       |   18.4654  |     ms |   +2.85% |
|                                  90th percentile service time |                                                  multi_terms-keyword |    657.92        |    673.706       |   15.7861  |     ms |   +2.40% |
|                                 100th percentile service time |                                                  multi_terms-keyword |    683.103       |    740.07        |   56.9667  |     ms |   +8.34% |
|                                                    error rate |                                                  multi_terms-keyword |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                              composite_terms-keyword |      4.90027     |      4.61962     |   -0.28065 |  ops/s |   -5.73% |
|                                               Mean Throughput |                                              composite_terms-keyword |      4.9665      |      4.79099     |   -0.17551 |  ops/s |   -3.53% |
|                                             Median Throughput |                                              composite_terms-keyword |      4.98207     |      4.82395     |   -0.15812 |  ops/s |   -3.17% |
|                                                Max Throughput |                                              composite_terms-keyword |      4.99117     |      4.87921     |   -0.11197 |  ops/s |   -2.24% |
|                                       50th percentile latency |                                              composite_terms-keyword |    198.935       |    199.329       |    0.39348 |     ms |   +0.20% |
|                                       90th percentile latency |                                              composite_terms-keyword |    205.527       |    208.806       |    3.27914 |     ms |   +1.60% |
|                                      100th percentile latency |                                              composite_terms-keyword |    210.423       |    213.523       |    3.09996 |     ms |   +1.47% |
|                                  50th percentile service time |                                              composite_terms-keyword |    198.935       |    199.329       |    0.39348 |     ms |   +0.20% |
|                                  90th percentile service time |                                              composite_terms-keyword |    205.527       |    208.806       |    3.27914 |     ms |   +1.60% |
|                                 100th percentile service time |                                              composite_terms-keyword |    210.423       |    213.523       |    3.09996 |     ms |   +1.47% |
|                                                    error rate |                                              composite_terms-keyword |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                        multi_terms-keyword_esql_segment_partitioning |      0.636449    |      0.832486    |    0.19604 |  ops/s |  +30.80% |
|                                               Mean Throughput |                        multi_terms-keyword_esql_segment_partitioning |      0.701147    |      0.890513    |    0.18937 |  ops/s |  +27.01% |
|                                             Median Throughput |                        multi_terms-keyword_esql_segment_partitioning |      0.707028    |      0.898444    |    0.19142 |  ops/s |  +27.07% |
|                                                Max Throughput |                        multi_terms-keyword_esql_segment_partitioning |      0.723863    |      0.912502    |    0.18864 |  ops/s |  +26.06% |
|                                       50th percentile latency |                        multi_terms-keyword_esql_segment_partitioning |   1344.85        |   1074.86        | -269.986   |     ms |  -20.08% |
|                                       90th percentile latency |                        multi_terms-keyword_esql_segment_partitioning |   1377.88        |   1095.89        | -281.994   |     ms |  -20.47% |
|                                      100th percentile latency |                        multi_terms-keyword_esql_segment_partitioning |   1399.81        |   1108.18        | -291.629   |     ms |  -20.83% |
|                                  50th percentile service time |                        multi_terms-keyword_esql_segment_partitioning |   1344.85        |   1074.86        | -269.986   |     ms |  -20.08% |
|                                  90th percentile service time |                        multi_terms-keyword_esql_segment_partitioning |   1377.88        |   1095.89        | -281.994   |     ms |  -20.47% |
|                                 100th percentile service time |                        multi_terms-keyword_esql_segment_partitioning |   1399.81        |   1108.18        | -291.629   |     ms |  -20.83% |
|                                                    error rate |                        multi_terms-keyword_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                            multi_terms-keyword_esql_doc_partitioning |      1.33462     |      1.5607      |    0.22608 |  ops/s |  +16.94% |
|                                               Mean Throughput |                            multi_terms-keyword_esql_doc_partitioning |      1.343       |      1.58589     |    0.24289 |  ops/s |  +18.09% |
|                                             Median Throughput |                            multi_terms-keyword_esql_doc_partitioning |      1.34248     |      1.58774     |    0.24526 |  ops/s |  +18.27% |
|                                                Max Throughput |                            multi_terms-keyword_esql_doc_partitioning |      1.35448     |      1.59161     |    0.23713 |  ops/s |  +17.51% |
|                                       50th percentile latency |                            multi_terms-keyword_esql_doc_partitioning |    739.603       |    615.329       | -124.275   |     ms |  -16.80% |
|                                       90th percentile latency |                            multi_terms-keyword_esql_doc_partitioning |    799.177       |    659.557       | -139.62    |     ms |  -17.47% |
|                                      100th percentile latency |                            multi_terms-keyword_esql_doc_partitioning |    859.026       |    694.335       | -164.69    |     ms |  -19.17% |
|                                  50th percentile service time |                            multi_terms-keyword_esql_doc_partitioning |    739.603       |    615.329       | -124.275   |     ms |  -16.80% |
|                                  90th percentile service time |                            multi_terms-keyword_esql_doc_partitioning |    799.177       |    659.557       | -139.62    |     ms |  -17.47% |
|                                 100th percentile service time |                            multi_terms-keyword_esql_doc_partitioning |    859.026       |    694.335       | -164.69    |     ms |  -19.17% |
|                                                    error rate |                            multi_terms-keyword_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                     sort_by_ts_query |      2.54949     |      2.05119     |   -0.49829 |  ops/s |  -19.54% |
|                                               Mean Throughput |                                                     sort_by_ts_query |      2.8482      |      2.25995     |   -0.58825 |  ops/s |  -20.65% |
|                                             Median Throughput |                                                     sort_by_ts_query |      2.88734     |      2.2865      |   -0.60084 |  ops/s |  -20.81% |
|                                                Max Throughput |                                                     sort_by_ts_query |      2.96943     |      2.35433     |   -0.6151  |  ops/s |  -20.71% |
|                                       50th percentile latency |                                                     sort_by_ts_query |    322.932       |    406.387       |   83.4557  |     ms |  +25.84% |
|                                       90th percentile latency |                                                     sort_by_ts_query |    328.207       |    411.852       |   83.6454  |     ms |  +25.49% |
|                                      100th percentile latency |                                                     sort_by_ts_query |    334.081       |    415.558       |   81.4766  |     ms |  +24.39% |
|                                  50th percentile service time |                                                     sort_by_ts_query |    322.932       |    406.387       |   83.4557  |     ms |  +25.84% |
|                                  90th percentile service time |                                                     sort_by_ts_query |    328.207       |    411.852       |   83.6454  |     ms |  +25.49% |
|                                 100th percentile service time |                                                     sort_by_ts_query |    334.081       |    415.558       |   81.4766  |     ms |  +24.39% |
|                                                    error rate |                                                     sort_by_ts_query |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                 sort_by_ts_esql_segment_partitioning |      8.8221      |      4.73026     |   -4.09183 |  ops/s |  -46.38% |
|                                               Mean Throughput |                                 sort_by_ts_esql_segment_partitioning |      9.00232     |      4.81433     |   -4.18799 |  ops/s |  -46.52% |
|                                             Median Throughput |                                 sort_by_ts_esql_segment_partitioning |      9.03611     |      4.83174     |   -4.20437 |  ops/s |  -46.53% |
|                                                Max Throughput |                                 sort_by_ts_esql_segment_partitioning |      9.11828     |      4.85018     |   -4.2681  |  ops/s |  -46.81% |
|                                       50th percentile latency |                                 sort_by_ts_esql_segment_partitioning |    107.048       |    202.877       |   95.8294  |     ms |  +89.52% |
|                                       90th percentile latency |                                 sort_by_ts_esql_segment_partitioning |    109.216       |    205.128       |   95.9125  |     ms |  +87.82% |
|                                      100th percentile latency |                                 sort_by_ts_esql_segment_partitioning |    112.789       |    224.704       |  111.915   |     ms |  +99.22% |
|                                  50th percentile service time |                                 sort_by_ts_esql_segment_partitioning |    107.048       |    202.877       |   95.8294  |     ms |  +89.52% |
|                                  90th percentile service time |                                 sort_by_ts_esql_segment_partitioning |    109.216       |    205.128       |   95.9125  |     ms |  +87.82% |
|                                 100th percentile service time |                                 sort_by_ts_esql_segment_partitioning |    112.789       |    224.704       |  111.915   |     ms |  +99.22% |
|                                                    error rate |                                 sort_by_ts_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                     sort_by_ts_esql_doc_partitioning |      7.48929     |      8.11152     |    0.62224 |  ops/s |   +8.31% |
|                                               Mean Throughput |                                     sort_by_ts_esql_doc_partitioning |      8.09658     |      8.79923     |    0.70265 |  ops/s |   +8.68% |
|                                             Median Throughput |                                     sort_by_ts_esql_doc_partitioning |      8.18226     |      8.93085     |    0.74859 |  ops/s |   +9.15% |
|                                                Max Throughput |                                     sort_by_ts_esql_doc_partitioning |      8.46027     |      9.24252     |    0.78225 |  ops/s |   +9.25% |
|                                       50th percentile latency |                                     sort_by_ts_esql_doc_partitioning |    113.763       |    100.377       |  -13.3856  |     ms |  -11.77% |
|                                       90th percentile latency |                                     sort_by_ts_esql_doc_partitioning |    120.064       |    108.196       |  -11.8675  |     ms |   -9.88% |
|                                      100th percentile latency |                                     sort_by_ts_esql_doc_partitioning |    122.301       |    123.693       |    1.39233 |     ms |   +1.14% |
|                                  50th percentile service time |                                     sort_by_ts_esql_doc_partitioning |    113.763       |    100.377       |  -13.3856  |     ms |  -11.77% |
|                                  90th percentile service time |                                     sort_by_ts_esql_doc_partitioning |    120.064       |    108.196       |  -11.8675  |     ms |   -9.88% |
|                                 100th percentile service time |                                     sort_by_ts_esql_doc_partitioning |    122.301       |    123.693       |    1.39233 |     ms |   +1.14% |
|                                                    error rate |                                     sort_by_ts_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                     date_histogram_calendar_interval |     85.4709      |     96.734       |   11.2631  |  ops/s |  +13.18% |
|                                               Mean Throughput |                                     date_histogram_calendar_interval |     85.4709      |     96.734       |   11.2631  |  ops/s |  +13.18% |
|                                             Median Throughput |                                     date_histogram_calendar_interval |     85.4709      |     96.734       |   11.2631  |  ops/s |  +13.18% |
|                                                Max Throughput |                                     date_histogram_calendar_interval |     85.4709      |     96.734       |   11.2631  |  ops/s |  +13.18% |
|                                       50th percentile latency |                                     date_histogram_calendar_interval |      8.53635     |      7.88566     |   -0.65069 |     ms |   -7.62% |
|                                       90th percentile latency |                                     date_histogram_calendar_interval |     10.2212      |      9.31224     |   -0.90901 |     ms |   -8.89% |
|                                      100th percentile latency |                                     date_histogram_calendar_interval |     10.8266      |     10.1584      |   -0.6682  |     ms |   -6.17% |
|                                  50th percentile service time |                                     date_histogram_calendar_interval |      8.53635     |      7.88566     |   -0.65069 |     ms |   -7.62% |
|                                  90th percentile service time |                                     date_histogram_calendar_interval |     10.2212      |      9.31224     |   -0.90901 |     ms |   -8.89% |
|                                 100th percentile service time |                                     date_histogram_calendar_interval |     10.8266      |     10.1584      |   -0.6682  |     ms |   -6.17% |
|                                                    error rate |                                     date_histogram_calendar_interval |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |           date_histogram_calendar_interval_esql_segment_partitioning |      1.63772     |      1.61787     |   -0.01986 |  ops/s |   -1.21% |
|                                               Mean Throughput |           date_histogram_calendar_interval_esql_segment_partitioning |      1.73001     |      1.69525     |   -0.03476 |  ops/s |   -2.01% |
|                                             Median Throughput |           date_histogram_calendar_interval_esql_segment_partitioning |      1.73662     |      1.70497     |   -0.03165 |  ops/s |   -1.82% |
|                                                Max Throughput |           date_histogram_calendar_interval_esql_segment_partitioning |      1.76939     |      1.73023     |   -0.03916 |  ops/s |   -2.21% |
|                                       50th percentile latency |           date_histogram_calendar_interval_esql_segment_partitioning |    557.146       |    565.174       |    8.02846 |     ms |   +1.44% |
|                                       90th percentile latency |           date_histogram_calendar_interval_esql_segment_partitioning |    587.185       |    589.393       |    2.20863 |     ms |   +0.38% |
|                                      100th percentile latency |           date_histogram_calendar_interval_esql_segment_partitioning |    605.187       |    607.441       |    2.25392 |     ms |   +0.37% |
|                                  50th percentile service time |           date_histogram_calendar_interval_esql_segment_partitioning |    557.146       |    565.174       |    8.02846 |     ms |   +1.44% |
|                                  90th percentile service time |           date_histogram_calendar_interval_esql_segment_partitioning |    587.185       |    589.393       |    2.20863 |     ms |   +0.38% |
|                                 100th percentile service time |           date_histogram_calendar_interval_esql_segment_partitioning |    605.187       |    607.441       |    2.25392 |     ms |   +0.37% |
|                                                    error rate |           date_histogram_calendar_interval_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |               date_histogram_calendar_interval_esql_doc_partitioning |      2.82392     |      2.86443     |    0.04051 |  ops/s |   +1.43% |
|                                               Mean Throughput |               date_histogram_calendar_interval_esql_doc_partitioning |      2.83687     |      2.89583     |    0.05896 |  ops/s |   +2.08% |
|                                             Median Throughput |               date_histogram_calendar_interval_esql_doc_partitioning |      2.83236     |      2.89847     |    0.06611 |  ops/s |   +2.33% |
|                                                Max Throughput |               date_histogram_calendar_interval_esql_doc_partitioning |      2.85433     |      2.94189     |    0.08756 |  ops/s |   +3.07% |
|                                       50th percentile latency |               date_histogram_calendar_interval_esql_doc_partitioning |    344.559       |    347.899       |    3.33994 |     ms |   +0.97% |
|                                       90th percentile latency |               date_histogram_calendar_interval_esql_doc_partitioning |    387.296       |    376.145       |  -11.1509  |     ms |   -2.88% |
|                                      100th percentile latency |               date_histogram_calendar_interval_esql_doc_partitioning |    412.589       |    391.88        |  -20.7093  |     ms |   -5.02% |
|                                  50th percentile service time |               date_histogram_calendar_interval_esql_doc_partitioning |    344.559       |    347.899       |    3.33994 |     ms |   +0.97% |
|                                  90th percentile service time |               date_histogram_calendar_interval_esql_doc_partitioning |    387.296       |    376.145       |  -11.1509  |     ms |   -2.88% |
|                                 100th percentile service time |               date_histogram_calendar_interval_esql_doc_partitioning |    412.589       |    391.88        |  -20.7093  |     ms |   -5.02% |
|                                                    error rate |               date_histogram_calendar_interval_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                        date_histogram_fixed_interval |    135.716       |    146.829       |   11.1126  |  ops/s |   +8.19% |
|                                               Mean Throughput |                                        date_histogram_fixed_interval |    135.716       |    146.829       |   11.1126  |  ops/s |   +8.19% |
|                                             Median Throughput |                                        date_histogram_fixed_interval |    135.716       |    146.829       |   11.1126  |  ops/s |   +8.19% |
|                                                Max Throughput |                                        date_histogram_fixed_interval |    135.716       |    146.829       |   11.1126  |  ops/s |   +8.19% |
|                                       50th percentile latency |                                        date_histogram_fixed_interval |      6.15929     |      5.93663     |   -0.22266 |     ms |   -3.61% |
|                                       90th percentile latency |                                        date_histogram_fixed_interval |      7.3044      |      6.57502     |   -0.72938 |     ms |   -9.99% |
|                                      100th percentile latency |                                        date_histogram_fixed_interval |      7.92686     |      7.60774     |   -0.31912 |     ms |   -4.03% |
|                                  50th percentile service time |                                        date_histogram_fixed_interval |      6.15929     |      5.93663     |   -0.22266 |     ms |   -3.61% |
|                                  90th percentile service time |                                        date_histogram_fixed_interval |      7.3044      |      6.57502     |   -0.72938 |     ms |   -9.99% |
|                                 100th percentile service time |                                        date_histogram_fixed_interval |      7.92686     |      7.60774     |   -0.31912 |     ms |   -4.03% |
|                                                    error rate |                                        date_histogram_fixed_interval |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |              date_histogram_fixed_interval_esql_segment_partitioning |      1.64315     |      1.67409     |    0.03094 |  ops/s |   +1.88% |
|                                               Mean Throughput |              date_histogram_fixed_interval_esql_segment_partitioning |      1.73694     |      1.70706     |   -0.02989 |  ops/s |   -1.72% |
|                                             Median Throughput |              date_histogram_fixed_interval_esql_segment_partitioning |      1.75402     |      1.70818     |   -0.04584 |  ops/s |   -2.61% |
|                                                Max Throughput |              date_histogram_fixed_interval_esql_segment_partitioning |      1.7705      |      1.73062     |   -0.03988 |  ops/s |   -2.25% |
|                                       50th percentile latency |              date_histogram_fixed_interval_esql_segment_partitioning |    547.148       |    571.442       |   24.2942  |     ms |   +4.44% |
|                                       90th percentile latency |              date_histogram_fixed_interval_esql_segment_partitioning |    586.905       |    598.225       |   11.3206  |     ms |   +1.93% |
|                                      100th percentile latency |              date_histogram_fixed_interval_esql_segment_partitioning |    600.837       |    606.421       |    5.58384 |     ms |   +0.93% |
|                                  50th percentile service time |              date_histogram_fixed_interval_esql_segment_partitioning |    547.148       |    571.442       |   24.2942  |     ms |   +4.44% |
|                                  90th percentile service time |              date_histogram_fixed_interval_esql_segment_partitioning |    586.905       |    598.225       |   11.3206  |     ms |   +1.93% |
|                                 100th percentile service time |              date_histogram_fixed_interval_esql_segment_partitioning |    600.837       |    606.421       |    5.58384 |     ms |   +0.93% |
|                                                    error rate |              date_histogram_fixed_interval_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                  date_histogram_fixed_interval_esql_doc_partitioning |      2.82749     |      2.81009     |   -0.0174  |  ops/s |   -0.62% |
|                                               Mean Throughput |                  date_histogram_fixed_interval_esql_doc_partitioning |      2.85151     |      2.83469     |   -0.01681 |  ops/s |   -0.59% |
|                                             Median Throughput |                  date_histogram_fixed_interval_esql_doc_partitioning |      2.84338     |      2.83386     |   -0.00952 |  ops/s |   -0.33% |
|                                                Max Throughput |                  date_histogram_fixed_interval_esql_doc_partitioning |      2.90353     |      2.86922     |   -0.03431 |  ops/s |   -1.18% |
|                                       50th percentile latency |                  date_histogram_fixed_interval_esql_doc_partitioning |    351.126       |    348.805       |   -2.32085 |     ms |   -0.66% |
|                                       90th percentile latency |                  date_histogram_fixed_interval_esql_doc_partitioning |    382.99        |    384.249       |    1.25886 |     ms |   +0.33% |
|                                      100th percentile latency |                  date_histogram_fixed_interval_esql_doc_partitioning |    397.048       |    396.954       |   -0.09441 |     ms |   -0.02% |
|                                  50th percentile service time |                  date_histogram_fixed_interval_esql_doc_partitioning |    351.126       |    348.805       |   -2.32085 |     ms |   -0.66% |
|                                  90th percentile service time |                  date_histogram_fixed_interval_esql_doc_partitioning |    382.99        |    384.249       |    1.25886 |     ms |   +0.33% |
|                                 100th percentile service time |                  date_histogram_fixed_interval_esql_doc_partitioning |    397.048       |    396.954       |   -0.09441 |     ms |   -0.02% |
|                                                    error rate |                  date_histogram_fixed_interval_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                       date_histogram_fixed_interval_with_metrics_agg |      0.728138    |      0.78833     |    0.06019 |  ops/s |   +8.27% |
|                                               Mean Throughput |                       date_histogram_fixed_interval_with_metrics_agg |      0.75618     |      0.797104    |    0.04092 |  ops/s |   +5.41% |
|                                             Median Throughput |                       date_histogram_fixed_interval_with_metrics_agg |      0.762046    |      0.797117    |    0.03507 |  ops/s |   +4.60% |
|                                                Max Throughput |                       date_histogram_fixed_interval_with_metrics_agg |      0.765393    |      0.804511    |    0.03912 |  ops/s |   +5.11% |
|                                       50th percentile latency |                       date_histogram_fixed_interval_with_metrics_agg |   1294.05        |   1284.66        |   -9.39    |     ms |   -0.73% |
|                                       90th percentile latency |                       date_histogram_fixed_interval_with_metrics_agg |   1313.77        |   1324.44        |   10.6665  |     ms |   +0.81% |
|                                      100th percentile latency |                       date_histogram_fixed_interval_with_metrics_agg |   1364.24        |   1338.49        |  -25.7485  |     ms |   -1.89% |
|                                  50th percentile service time |                       date_histogram_fixed_interval_with_metrics_agg |   1294.05        |   1284.66        |   -9.39    |     ms |   -0.73% |
|                                  90th percentile service time |                       date_histogram_fixed_interval_with_metrics_agg |   1313.77        |   1324.44        |   10.6665  |     ms |   +0.81% |
|                                 100th percentile service time |                       date_histogram_fixed_interval_with_metrics_agg |   1364.24        |   1338.49        |  -25.7485  |     ms |   -1.89% |
|                                                    error rate |                       date_histogram_fixed_interval_with_metrics_agg |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |      0.597966    |      0.601603    |    0.00364 |  ops/s |   +0.61% |
|                                               Mean Throughput | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |      0.611936    |      0.611321    |   -0.00061 |  ops/s |   -0.10% |
|                                             Median Throughput | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |      0.61219     |      0.61291     |    0.00072 |  ops/s |   +0.12% |
|                                                Max Throughput | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |      0.619562    |      0.615118    |   -0.00444 |  ops/s |   -0.72% |
|                                       50th percentile latency | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |   1606.12        |   1612.53        |    6.41067 |     ms |   +0.40% |
|                                       90th percentile latency | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |   1672.58        |   1661.9         |  -10.6805  |     ms |   -0.64% |
|                                      100th percentile latency | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |   1716.39        |   1766.51        |   50.1185  |     ms |   +2.92% |
|                                  50th percentile service time | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |   1606.12        |   1612.53        |    6.41067 |     ms |   +0.40% |
|                                  90th percentile service time | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |   1672.58        |   1661.9         |  -10.6805  |     ms |   -0.64% |
|                                 100th percentile service time | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |   1716.39        |   1766.51        |   50.1185  |     ms |   +2.92% |
|                                                    error rate | date_histogram_fixed_interval_with_metrics_esql_segment_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |      0.92648     |      1.01462     |    0.08814 |  ops/s |   +9.51% |
|                                               Mean Throughput |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |      0.93338     |      1.02379     |    0.09041 |  ops/s |   +9.69% |
|                                             Median Throughput |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |      0.933609    |      1.02352     |    0.08991 |  ops/s |   +9.63% |
|                                                Max Throughput |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |      0.94072     |      1.03328     |    0.09256 |  ops/s |   +9.84% |
|                                       50th percentile latency |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |   1072.54        |    972.048       | -100.495   |     ms |   -9.37% |
|                                       90th percentile latency |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |   1138.6         |   1035.35        | -103.241   |     ms |   -9.07% |
|                                      100th percentile latency |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |   1176.81        |   1076.54        | -100.27    |     ms |   -8.52% |
|                                  50th percentile service time |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |   1072.54        |    972.048       | -100.495   |     ms |   -9.37% |
|                                  90th percentile service time |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |   1138.6         |   1035.35        | -103.241   |     ms |   -9.07% |
|                                 100th percentile service time |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |   1176.81        |   1076.54        | -100.27    |     ms |   -8.52% |
|                                                    error rate |     date_histogram_fixed_interval_with_metrics_esql_doc_partitioning |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                  esql_enrich_control |     96.7635      |    110.085       |   13.321   |  ops/s |  +13.77% |
|                                               Mean Throughput |                                                  esql_enrich_control |     96.7635      |    110.085       |   13.321   |  ops/s |  +13.77% |
|                                             Median Throughput |                                                  esql_enrich_control |     96.7635      |    110.085       |   13.321   |  ops/s |  +13.77% |
|                                                Max Throughput |                                                  esql_enrich_control |     96.7635      |    110.085       |   13.321   |  ops/s |  +13.77% |
|                                       50th percentile latency |                                                  esql_enrich_control |      9.15718     |      8.13464     |   -1.02254 |     ms |  -11.17% |
|                                       90th percentile latency |                                                  esql_enrich_control |      9.71914     |      8.27236     |   -1.44678 |     ms |  -14.89% |
|                                      100th percentile latency |                                                  esql_enrich_control |     10.7055      |      8.74902     |   -1.95649 |     ms |  -18.28% |
|                                  50th percentile service time |                                                  esql_enrich_control |      9.15718     |      8.13464     |   -1.02254 |     ms |  -11.17% |
|                                  90th percentile service time |                                                  esql_enrich_control |      9.71914     |      8.27236     |   -1.44678 |     ms |  -14.89% |
|                                 100th percentile service time |                                                  esql_enrich_control |     10.7055      |      8.74902     |   -1.95649 |     ms |  -18.28% |
|                                                    error rate |                                                  esql_enrich_control |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                        esql_enrich_1 |     47.8407      |     57.5868      |    9.74612 |  ops/s |  +20.37% |
|                                               Mean Throughput |                                                        esql_enrich_1 |     47.8407      |     57.5868      |    9.74612 |  ops/s |  +20.37% |
|                                             Median Throughput |                                                        esql_enrich_1 |     47.8407      |     57.5868      |    9.74612 |  ops/s |  +20.37% |
|                                                Max Throughput |                                                        esql_enrich_1 |     47.8407      |     57.5868      |    9.74612 |  ops/s |  +20.37% |
|                                       50th percentile latency |                                                        esql_enrich_1 |     15.4017      |     14.0559      |   -1.34576 |     ms |   -8.74% |
|                                       90th percentile latency |                                                        esql_enrich_1 |     18.4591      |     15.3264      |   -3.13266 |     ms |  -16.97% |
|                                      100th percentile latency |                                                        esql_enrich_1 |     22.8837      |     17.3682      |   -5.51553 |     ms |  -24.10% |
|                                  50th percentile service time |                                                        esql_enrich_1 |     15.4017      |     14.0559      |   -1.34576 |     ms |   -8.74% |
|                                  90th percentile service time |                                                        esql_enrich_1 |     18.4591      |     15.3264      |   -3.13266 |     ms |  -16.97% |
|                                 100th percentile service time |                                                        esql_enrich_1 |     22.8837      |     17.3682      |   -5.51553 |     ms |  -24.10% |
|                                                    error rate |                                                        esql_enrich_1 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                        esql_enrich_2 |     46.1705      |     53.7108      |    7.54037 |  ops/s |  +16.33% |
|                                               Mean Throughput |                                                        esql_enrich_2 |     46.1705      |     53.7108      |    7.54037 |  ops/s |  +16.33% |
|                                             Median Throughput |                                                        esql_enrich_2 |     46.1705      |     53.7108      |    7.54037 |  ops/s |  +16.33% |
|                                                Max Throughput |                                                        esql_enrich_2 |     46.1705      |     53.7108      |    7.54037 |  ops/s |  +16.33% |
|                                       50th percentile latency |                                                        esql_enrich_2 |     19.997       |     15.6177      |   -4.37924 |     ms |  -21.90% |
|                                       90th percentile latency |                                                        esql_enrich_2 |     21.7914      |     19.1372      |   -2.65422 |     ms |  -12.18% |
|                                      100th percentile latency |                                                        esql_enrich_2 |     23.6434      |     20.83        |   -2.81338 |     ms |  -11.90% |
|                                  50th percentile service time |                                                        esql_enrich_2 |     19.997       |     15.6177      |   -4.37924 |     ms |  -21.90% |
|                                  90th percentile service time |                                                        esql_enrich_2 |     21.7914      |     19.1372      |   -2.65422 |     ms |  -12.18% |
|                                 100th percentile service time |                                                        esql_enrich_2 |     23.6434      |     20.83        |   -2.81338 |     ms |  -11.90% |
|                                                    error rate |                                                        esql_enrich_2 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                        esql_enrich_3 |     48.5248      |     52.04        |    3.51519 |  ops/s |   +7.24% |
|                                               Mean Throughput |                                                        esql_enrich_3 |     48.5248      |     52.04        |    3.51519 |  ops/s |   +7.24% |
|                                             Median Throughput |                                                        esql_enrich_3 |     48.5248      |     52.04        |    3.51519 |  ops/s |   +7.24% |
|                                                Max Throughput |                                                        esql_enrich_3 |     48.5248      |     52.04        |    3.51519 |  ops/s |   +7.24% |
|                                       50th percentile latency |                                                        esql_enrich_3 |     19.0648      |     17.7188      |   -1.34603 |     ms |   -7.06% |
|                                       90th percentile latency |                                                        esql_enrich_3 |     20.7872      |     18.7676      |   -2.01964 |     ms |   -9.72% |
|                                      100th percentile latency |                                                        esql_enrich_3 |     25.1215      |     23.7483      |   -1.37321 |     ms |   -5.47% |
|                                  50th percentile service time |                                                        esql_enrich_3 |     19.0648      |     17.7188      |   -1.34603 |     ms |   -7.06% |
|                                  90th percentile service time |                                                        esql_enrich_3 |     20.7872      |     18.7676      |   -2.01964 |     ms |   -9.72% |
|                                 100th percentile service time |                                                        esql_enrich_3 |     25.1215      |     23.7483      |   -1.37321 |     ms |   -5.47% |
|                                                    error rate |                                                        esql_enrich_3 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                        esql_enrich_4 |     48.2131      |     51.1488      |    2.93564 |  ops/s |   +6.09% |
|                                               Mean Throughput |                                                        esql_enrich_4 |     48.2131      |     51.1488      |    2.93564 |  ops/s |   +6.09% |
|                                             Median Throughput |                                                        esql_enrich_4 |     48.2131      |     51.1488      |    2.93564 |  ops/s |   +6.09% |
|                                                Max Throughput |                                                        esql_enrich_4 |     48.2131      |     51.1488      |    2.93564 |  ops/s |   +6.09% |
|                                       50th percentile latency |                                                        esql_enrich_4 |     19.7386      |     18.1162      |   -1.62236 |     ms |   -8.22% |
|                                       90th percentile latency |                                                        esql_enrich_4 |     20.55        |     21.7173      |    1.16731 |     ms |   +5.68% |
|                                      100th percentile latency |                                                        esql_enrich_4 |     21.0548      |     23.8533      |    2.79844 |     ms |  +13.29% |
|                                  50th percentile service time |                                                        esql_enrich_4 |     19.7386      |     18.1162      |   -1.62236 |     ms |   -8.22% |
|                                  90th percentile service time |                                                        esql_enrich_4 |     20.55        |     21.7173      |    1.16731 |     ms |   +5.68% |
|                                 100th percentile service time |                                                        esql_enrich_4 |     21.0548      |     23.8533      |    2.79844 |     ms |  +13.29% |
|                                                    error rate |                                                        esql_enrich_4 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                              esql_enrich_rates_fares |     62.8566      |     68.5332      |    5.67656 |  ops/s |   +9.03% |
|                                               Mean Throughput |                                              esql_enrich_rates_fares |     62.8566      |     68.5332      |    5.67656 |  ops/s |   +9.03% |
|                                             Median Throughput |                                              esql_enrich_rates_fares |     62.8566      |     68.5332      |    5.67656 |  ops/s |   +9.03% |
|                                                Max Throughput |                                              esql_enrich_rates_fares |     62.8566      |     68.5332      |    5.67656 |  ops/s |   +9.03% |
|                                       50th percentile latency |                                              esql_enrich_rates_fares |     14.6017      |     13.6085      |   -0.99326 |     ms |   -6.80% |
|                                       90th percentile latency |                                              esql_enrich_rates_fares |     15.8494      |     13.9995      |   -1.84991 |     ms |  -11.67% |
|                                      100th percentile latency |                                              esql_enrich_rates_fares |     18.991       |     14.3632      |   -4.6278  |     ms |  -24.37% |
|                                  50th percentile service time |                                              esql_enrich_rates_fares |     14.6017      |     13.6085      |   -0.99326 |     ms |   -6.80% |
|                                  90th percentile service time |                                              esql_enrich_rates_fares |     15.8494      |     13.9995      |   -1.84991 |     ms |  -11.67% |
|                                 100th percentile service time |                                              esql_enrich_rates_fares |     18.991       |     14.3632      |   -4.6278  |     ms |  -24.37% |
|                                                    error rate |                                              esql_enrich_rates_fares |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                 esql_enrich_payments |     69.3958      |     76.8756      |    7.47988 |  ops/s |  +10.78% |
|                                               Mean Throughput |                                                 esql_enrich_payments |     69.3958      |     76.8756      |    7.47988 |  ops/s |  +10.78% |
|                                             Median Throughput |                                                 esql_enrich_payments |     69.3958      |     76.8756      |    7.47988 |  ops/s |  +10.78% |
|                                                Max Throughput |                                                 esql_enrich_payments |     69.3958      |     76.8756      |    7.47988 |  ops/s |  +10.78% |
|                                       50th percentile latency |                                                 esql_enrich_payments |     13.5761      |     12.2115      |   -1.36457 |     ms |  -10.05% |
|                                       90th percentile latency |                                                 esql_enrich_payments |     14.671       |     12.8367      |   -1.83433 |     ms |  -12.50% |
|                                      100th percentile latency |                                                 esql_enrich_payments |     17.356       |     15.541       |   -1.81505 |     ms |  -10.46% |
|                                  50th percentile service time |                                                 esql_enrich_payments |     13.5761      |     12.2115      |   -1.36457 |     ms |  -10.05% |
|                                  90th percentile service time |                                                 esql_enrich_payments |     14.671       |     12.8367      |   -1.83433 |     ms |  -12.50% |
|                                 100th percentile service time |                                                 esql_enrich_payments |     17.356       |     15.541       |   -1.81505 |     ms |  -10.46% |
|                                                    error rate |                                                 esql_enrich_payments |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                           esql_enrich_payments_fares |     62.527       |     70.9339      |    8.40699 |  ops/s |  +13.45% |
|                                               Mean Throughput |                                           esql_enrich_payments_fares |     62.527       |     70.9339      |    8.40699 |  ops/s |  +13.45% |
|                                             Median Throughput |                                           esql_enrich_payments_fares |     62.527       |     70.9339      |    8.40699 |  ops/s |  +13.45% |
|                                                Max Throughput |                                           esql_enrich_payments_fares |     62.527       |     70.9339      |    8.40699 |  ops/s |  +13.45% |
|                                       50th percentile latency |                                           esql_enrich_payments_fares |     14.6546      |     13.4205      |   -1.23411 |     ms |   -8.42% |
|                                       90th percentile latency |                                           esql_enrich_payments_fares |     16.5888      |     13.6959      |   -2.89293 |     ms |  -17.44% |
|                                      100th percentile latency |                                           esql_enrich_payments_fares |     22.8263      |     14.3693      |   -8.45702 |     ms |  -37.05% |
|                                  50th percentile service time |                                           esql_enrich_payments_fares |     14.6546      |     13.4205      |   -1.23411 |     ms |   -8.42% |
|                                  90th percentile service time |                                           esql_enrich_payments_fares |     16.5888      |     13.6959      |   -2.89293 |     ms |  -17.44% |
|                                 100th percentile service time |                                           esql_enrich_payments_fares |     22.8263      |     14.3693      |   -8.45702 |     ms |  -37.05% |
|                                                    error rate |                                           esql_enrich_payments_fares |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                            esql_stats_enrich_control |     86.4999      |    104.74        |   18.2401  |  ops/s |  +21.09% |
|                                               Mean Throughput |                                            esql_stats_enrich_control |     86.4999      |    104.74        |   18.2401  |  ops/s |  +21.09% |
|                                             Median Throughput |                                            esql_stats_enrich_control |     86.4999      |    104.74        |   18.2401  |  ops/s |  +21.09% |
|                                                Max Throughput |                                            esql_stats_enrich_control |     86.4999      |    104.74        |   18.2401  |  ops/s |  +21.09% |
|                                       50th percentile latency |                                            esql_stats_enrich_control |     10.5419      |      8.8129      |   -1.72901 |     ms |  -16.40% |
|                                       90th percentile latency |                                            esql_stats_enrich_control |     11.4207      |      9.39611     |   -2.02461 |     ms |  -17.73% |
|                                      100th percentile latency |                                            esql_stats_enrich_control |     13.8613      |      9.92553     |   -3.93573 |     ms |  -28.39% |
|                                  50th percentile service time |                                            esql_stats_enrich_control |     10.5419      |      8.8129      |   -1.72901 |     ms |  -16.40% |
|                                  90th percentile service time |                                            esql_stats_enrich_control |     11.4207      |      9.39611     |   -2.02461 |     ms |  -17.73% |
|                                 100th percentile service time |                                            esql_stats_enrich_control |     13.8613      |      9.92553     |   -3.93573 |     ms |  -28.39% |
|                                                    error rate |                                            esql_stats_enrich_control |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                  esql_stats_enrich_1 |     32.3393      |     37.9726      |    5.63333 |  ops/s |  +17.42% |
|                                               Mean Throughput |                                                  esql_stats_enrich_1 |     32.3393      |     37.9726      |    5.63333 |  ops/s |  +17.42% |
|                                             Median Throughput |                                                  esql_stats_enrich_1 |     32.3393      |     37.9726      |    5.63333 |  ops/s |  +17.42% |
|                                                Max Throughput |                                                  esql_stats_enrich_1 |     32.3393      |     37.9726      |    5.63333 |  ops/s |  +17.42% |
|                                       50th percentile latency |                                                  esql_stats_enrich_1 |     29.5096      |     25.4456      |   -4.06403 |     ms |  -13.77% |
|                                       90th percentile latency |                                                  esql_stats_enrich_1 |     30.782       |     26.462       |   -4.31998 |     ms |  -14.03% |
|                                      100th percentile latency |                                                  esql_stats_enrich_1 |     33.6276      |     28.0773      |   -5.55035 |     ms |  -16.51% |
|                                  50th percentile service time |                                                  esql_stats_enrich_1 |     29.5096      |     25.4456      |   -4.06403 |     ms |  -13.77% |
|                                  90th percentile service time |                                                  esql_stats_enrich_1 |     30.782       |     26.462       |   -4.31998 |     ms |  -14.03% |
|                                 100th percentile service time |                                                  esql_stats_enrich_1 |     33.6276      |     28.0773      |   -5.55035 |     ms |  -16.51% |
|                                                    error rate |                                                  esql_stats_enrich_1 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                  esql_stats_enrich_2 |     20.6073      |     22.104       |    1.49677 |  ops/s |   +7.26% |
|                                               Mean Throughput |                                                  esql_stats_enrich_2 |     20.6271      |     22.602       |    1.97489 |  ops/s |   +9.57% |
|                                             Median Throughput |                                                  esql_stats_enrich_2 |     20.6271      |     22.602       |    1.97489 |  ops/s |   +9.57% |
|                                                Max Throughput |                                                  esql_stats_enrich_2 |     20.6469      |     23.0999      |    2.45301 |  ops/s |  +11.88% |
|                                       50th percentile latency |                                                  esql_stats_enrich_2 |     48.3679      |     40.8334      |   -7.53453 |     ms |  -15.58% |
|                                       90th percentile latency |                                                  esql_stats_enrich_2 |     50.7618      |     42.0583      |   -8.7034  |     ms |  -17.15% |
|                                      100th percentile latency |                                                  esql_stats_enrich_2 |     52.662       |     43.2911      |   -9.37092 |     ms |  -17.79% |
|                                  50th percentile service time |                                                  esql_stats_enrich_2 |     48.3679      |     40.8334      |   -7.53453 |     ms |  -15.58% |
|                                  90th percentile service time |                                                  esql_stats_enrich_2 |     50.7618      |     42.0583      |   -8.7034  |     ms |  -17.15% |
|                                 100th percentile service time |                                                  esql_stats_enrich_2 |     52.662       |     43.2911      |   -9.37092 |     ms |  -17.79% |
|                                                    error rate |                                                  esql_stats_enrich_2 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                  esql_stats_enrich_3 |     15.0578      |     15.2074      |    0.14963 |  ops/s |   +0.99% |
|                                               Mean Throughput |                                                  esql_stats_enrich_3 |     15.2178      |     16.0334      |    0.81557 |  ops/s |   +5.36% |
|                                             Median Throughput |                                                  esql_stats_enrich_3 |     15.236       |     16.2441      |    1.00803 |  ops/s |   +6.62% |
|                                                Max Throughput |                                                  esql_stats_enrich_3 |     15.3598      |     16.6488      |    1.28906 |  ops/s |   +8.39% |
|                                       50th percentile latency |                                                  esql_stats_enrich_3 |     64.5538      |     56.2582      |   -8.29558 |     ms |  -12.85% |
|                                       90th percentile latency |                                                  esql_stats_enrich_3 |     67.4672      |     58.5195      |   -8.94767 |     ms |  -13.26% |
|                                      100th percentile latency |                                                  esql_stats_enrich_3 |     76.1458      |     61.665       |  -14.4808  |     ms |  -19.02% |
|                                  50th percentile service time |                                                  esql_stats_enrich_3 |     64.5538      |     56.2582      |   -8.29558 |     ms |  -12.85% |
|                                  90th percentile service time |                                                  esql_stats_enrich_3 |     67.4672      |     58.5195      |   -8.94767 |     ms |  -13.26% |
|                                 100th percentile service time |                                                  esql_stats_enrich_3 |     76.1458      |     61.665       |  -14.4808  |     ms |  -19.02% |
|                                                    error rate |                                                  esql_stats_enrich_3 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                  esql_stats_enrich_4 |     12.9884      |     12.2164      |   -0.77202 |  ops/s |   -5.94% |
|                                               Mean Throughput |                                                  esql_stats_enrich_4 |     14.091       |     13.0783      |   -1.01263 |  ops/s |   -7.19% |
|                                             Median Throughput |                                                  esql_stats_enrich_4 |     14.36        |     13.2401      |   -1.11994 |  ops/s |   -7.80% |
|                                                Max Throughput |                                                  esql_stats_enrich_4 |     14.6554      |     13.6168      |   -1.03861 |  ops/s |   -7.09% |
|                                       50th percentile latency |                                                  esql_stats_enrich_4 |     64.7722      |     69.6473      |    4.87512 |     ms |   +7.53% |
|                                       90th percentile latency |                                                  esql_stats_enrich_4 |     68.5071      |     71.9291      |    3.42202 |     ms |   +5.00% |
|                                      100th percentile latency |                                                  esql_stats_enrich_4 |     70.4264      |     83.3479      |   12.9215  |     ms |  +18.35% |
|                                  50th percentile service time |                                                  esql_stats_enrich_4 |     64.7722      |     69.6473      |    4.87512 |     ms |   +7.53% |
|                                  90th percentile service time |                                                  esql_stats_enrich_4 |     68.5071      |     71.9291      |    3.42202 |     ms |   +5.00% |
|                                 100th percentile service time |                                                  esql_stats_enrich_4 |     70.4264      |     83.3479      |   12.9215  |     ms |  +18.35% |
|                                                    error rate |                                                  esql_stats_enrich_4 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                        esql_stats_enrich_rates_fares |     30.0923      |     34.2695      |    4.17716 |  ops/s |  +13.88% |
|                                               Mean Throughput |                                        esql_stats_enrich_rates_fares |     30.0923      |     34.2695      |    4.17716 |  ops/s |  +13.88% |
|                                             Median Throughput |                                        esql_stats_enrich_rates_fares |     30.0923      |     34.2695      |    4.17716 |  ops/s |  +13.88% |
|                                                Max Throughput |                                        esql_stats_enrich_rates_fares |     30.0923      |     34.2695      |    4.17716 |  ops/s |  +13.88% |
|                                       50th percentile latency |                                        esql_stats_enrich_rates_fares |     32.0863      |     28.2526      |   -3.83367 |     ms |  -11.95% |
|                                       90th percentile latency |                                        esql_stats_enrich_rates_fares |     33.6444      |     28.8557      |   -4.7887  |     ms |  -14.23% |
|                                      100th percentile latency |                                        esql_stats_enrich_rates_fares |     35.6801      |     29.3474      |   -6.33269 |     ms |  -17.75% |
|                                  50th percentile service time |                                        esql_stats_enrich_rates_fares |     32.0863      |     28.2526      |   -3.83367 |     ms |  -11.95% |
|                                  90th percentile service time |                                        esql_stats_enrich_rates_fares |     33.6444      |     28.8557      |   -4.7887  |     ms |  -14.23% |
|                                 100th percentile service time |                                        esql_stats_enrich_rates_fares |     35.6801      |     29.3474      |   -6.33269 |     ms |  -17.75% |
|                                                    error rate |                                        esql_stats_enrich_rates_fares |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                           esql_stats_enrich_payments |     32.4218      |     35.7345      |    3.3127  |  ops/s |  +10.22% |
|                                               Mean Throughput |                                           esql_stats_enrich_payments |     32.4218      |     35.7345      |    3.3127  |  ops/s |  +10.22% |
|                                             Median Throughput |                                           esql_stats_enrich_payments |     32.4218      |     35.7345      |    3.3127  |  ops/s |  +10.22% |
|                                                Max Throughput |                                           esql_stats_enrich_payments |     32.4218      |     35.7345      |    3.3127  |  ops/s |  +10.22% |
|                                       50th percentile latency |                                           esql_stats_enrich_payments |     28.479       |     25.6412      |   -2.83776 |     ms |   -9.96% |
|                                       90th percentile latency |                                           esql_stats_enrich_payments |     30.3866      |     26.7283      |   -3.65832 |     ms |  -12.04% |
|                                      100th percentile latency |                                           esql_stats_enrich_payments |     40.7876      |     27.0019      |  -13.7857  |     ms |  -33.80% |
|                                  50th percentile service time |                                           esql_stats_enrich_payments |     28.479       |     25.6412      |   -2.83776 |     ms |   -9.96% |
|                                  90th percentile service time |                                           esql_stats_enrich_payments |     30.3866      |     26.7283      |   -3.65832 |     ms |  -12.04% |
|                                 100th percentile service time |                                           esql_stats_enrich_payments |     40.7876      |     27.0019      |  -13.7857  |     ms |  -33.80% |
|                                                    error rate |                                           esql_stats_enrich_payments |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                     esql_stats_enrich_payments_fares |     31.9575      |     35.8252      |    3.86776 |  ops/s |  +12.10% |
|                                               Mean Throughput |                                     esql_stats_enrich_payments_fares |     31.9575      |     35.8252      |    3.86776 |  ops/s |  +12.10% |
|                                             Median Throughput |                                     esql_stats_enrich_payments_fares |     31.9575      |     35.8252      |    3.86776 |  ops/s |  +12.10% |
|                                                Max Throughput |                                     esql_stats_enrich_payments_fares |     31.9575      |     35.8252      |    3.86776 |  ops/s |  +12.10% |
|                                       50th percentile latency |                                     esql_stats_enrich_payments_fares |     30.5146      |     26.6209      |   -3.89376 |     ms |  -12.76% |
|                                       90th percentile latency |                                     esql_stats_enrich_payments_fares |     33.4295      |     27.2733      |   -6.15623 |     ms |  -18.42% |
|                                      100th percentile latency |                                     esql_stats_enrich_payments_fares |     35.7889      |     28.6457      |   -7.14322 |     ms |  -19.96% |
|                                  50th percentile service time |                                     esql_stats_enrich_payments_fares |     30.5146      |     26.6209      |   -3.89376 |     ms |  -12.76% |
|                                  90th percentile service time |                                     esql_stats_enrich_payments_fares |     33.4295      |     27.2733      |   -6.15623 |     ms |  -18.42% |
|                                 100th percentile service time |                                     esql_stats_enrich_payments_fares |     35.7889      |     28.6457      |   -7.14322 |     ms |  -19.96% |
|                                                    error rate |                                     esql_stats_enrich_payments_fares |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                     avg_passenger_count_esql_limit_0 |    386.849       |    393.234       |    6.38572 |  ops/s |   +1.65% |
|                                               Mean Throughput |                                     avg_passenger_count_esql_limit_0 |    386.849       |    393.234       |    6.38572 |  ops/s |   +1.65% |
|                                             Median Throughput |                                     avg_passenger_count_esql_limit_0 |    386.849       |    393.234       |    6.38572 |  ops/s |   +1.65% |
|                                                Max Throughput |                                     avg_passenger_count_esql_limit_0 |    386.849       |    393.234       |    6.38572 |  ops/s |   +1.65% |
|                                       50th percentile latency |                                     avg_passenger_count_esql_limit_0 |      1.84508     |      1.78113     |   -0.06395 |     ms |   -3.47% |
|                                       90th percentile latency |                                     avg_passenger_count_esql_limit_0 |      2.08811     |      1.99676     |   -0.09135 |     ms |   -4.37% |
|                                      100th percentile latency |                                     avg_passenger_count_esql_limit_0 |      2.42037     |      2.47589     |    0.05552 |     ms |   +2.29% |
|                                  50th percentile service time |                                     avg_passenger_count_esql_limit_0 |      1.84508     |      1.78113     |   -0.06395 |     ms |   -3.47% |
|                                  90th percentile service time |                                     avg_passenger_count_esql_limit_0 |      2.08811     |      1.99676     |   -0.09135 |     ms |   -4.37% |
|                                 100th percentile service time |                                     avg_passenger_count_esql_limit_0 |      2.42037     |      2.47589     |    0.05552 |     ms |   +2.29% |
|                                                    error rate |                                     avg_passenger_count_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                            avg_passenger_count_filtered_esql_limit_0 |    381.5         |    415.533       |   34.033   |  ops/s |   +8.92% |
|                                               Mean Throughput |                            avg_passenger_count_filtered_esql_limit_0 |    381.5         |    415.533       |   34.033   |  ops/s |   +8.92% |
|                                             Median Throughput |                            avg_passenger_count_filtered_esql_limit_0 |    381.5         |    415.533       |   34.033   |  ops/s |   +8.92% |
|                                                Max Throughput |                            avg_passenger_count_filtered_esql_limit_0 |    381.5         |    415.533       |   34.033   |  ops/s |   +8.92% |
|                                       50th percentile latency |                            avg_passenger_count_filtered_esql_limit_0 |      2.03988     |      1.85717     |   -0.18271 |     ms |   -8.96% |
|                                       90th percentile latency |                            avg_passenger_count_filtered_esql_limit_0 |      2.23414     |      1.96567     |   -0.26847 |     ms |  -12.02% |
|                                      100th percentile latency |                            avg_passenger_count_filtered_esql_limit_0 |      2.3702      |      2.22117     |   -0.14904 |     ms |   -6.29% |
|                                  50th percentile service time |                            avg_passenger_count_filtered_esql_limit_0 |      2.03988     |      1.85717     |   -0.18271 |     ms |   -8.96% |
|                                  90th percentile service time |                            avg_passenger_count_filtered_esql_limit_0 |      2.23414     |      1.96567     |   -0.26847 |     ms |  -12.02% |
|                                 100th percentile service time |                            avg_passenger_count_filtered_esql_limit_0 |      2.3702      |      2.22117     |   -0.14904 |     ms |   -6.29% |
|                                                    error rate |                            avg_passenger_count_filtered_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                         avg_tip_percent_esql_limit_0 |    390.455       |    425.281       |   34.8261  |  ops/s |   +8.92% |
|                                               Mean Throughput |                                         avg_tip_percent_esql_limit_0 |    390.455       |    425.281       |   34.8261  |  ops/s |   +8.92% |
|                                             Median Throughput |                                         avg_tip_percent_esql_limit_0 |    390.455       |    425.281       |   34.8261  |  ops/s |   +8.92% |
|                                                Max Throughput |                                         avg_tip_percent_esql_limit_0 |    390.455       |    425.281       |   34.8261  |  ops/s |   +8.92% |
|                                       50th percentile latency |                                         avg_tip_percent_esql_limit_0 |      1.95845     |      1.77397     |   -0.18448 |     ms |   -9.42% |
|                                       90th percentile latency |                                         avg_tip_percent_esql_limit_0 |      2.14578     |      1.90279     |   -0.24299 |     ms |  -11.32% |
|                                      100th percentile latency |                                         avg_tip_percent_esql_limit_0 |      2.40609     |      2.21805     |   -0.18804 |     ms |   -7.82% |
|                                  50th percentile service time |                                         avg_tip_percent_esql_limit_0 |      1.95845     |      1.77397     |   -0.18448 |     ms |   -9.42% |
|                                  90th percentile service time |                                         avg_tip_percent_esql_limit_0 |      2.14578     |      1.90279     |   -0.24299 |     ms |  -11.32% |
|                                 100th percentile service time |                                         avg_tip_percent_esql_limit_0 |      2.40609     |      2.21805     |   -0.18804 |     ms |   -7.82% |
|                                                    error rate |                                         avg_tip_percent_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                             avg_amount_group_by_integer_esql_limit_0 |    362.134       |    437.551       |   75.4167  |  ops/s |  +20.83% |
|                                               Mean Throughput |                             avg_amount_group_by_integer_esql_limit_0 |    362.134       |    437.551       |   75.4167  |  ops/s |  +20.83% |
|                                             Median Throughput |                             avg_amount_group_by_integer_esql_limit_0 |    362.134       |    437.551       |   75.4167  |  ops/s |  +20.83% |
|                                                Max Throughput |                             avg_amount_group_by_integer_esql_limit_0 |    362.134       |    437.551       |   75.4167  |  ops/s |  +20.83% |
|                                       50th percentile latency |                             avg_amount_group_by_integer_esql_limit_0 |      1.80685     |      1.69802     |   -0.10883 |     ms |   -6.02% |
|                                       90th percentile latency |                             avg_amount_group_by_integer_esql_limit_0 |      1.94733     |      1.81448     |   -0.13285 |     ms |   -6.82% |
|                                      100th percentile latency |                             avg_amount_group_by_integer_esql_limit_0 |     24.0631      |      2.09718     |  -21.9659  |     ms |  -91.28% |
|                                  50th percentile service time |                             avg_amount_group_by_integer_esql_limit_0 |      1.80685     |      1.69802     |   -0.10883 |     ms |   -6.02% |
|                                  90th percentile service time |                             avg_amount_group_by_integer_esql_limit_0 |      1.94733     |      1.81448     |   -0.13285 |     ms |   -6.82% |
|                                 100th percentile service time |                             avg_amount_group_by_integer_esql_limit_0 |     24.0631      |      2.09718     |  -21.9659  |     ms |  -91.28% |
|                                                    error rate |                             avg_amount_group_by_integer_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                             avg_amount_group_by_keyword_esql_limit_0 |    412.692       |    444.153       |   31.4609  |  ops/s |   +7.62% |
|                                               Mean Throughput |                             avg_amount_group_by_keyword_esql_limit_0 |    412.692       |    444.153       |   31.4609  |  ops/s |   +7.62% |
|                                             Median Throughput |                             avg_amount_group_by_keyword_esql_limit_0 |    412.692       |    444.153       |   31.4609  |  ops/s |   +7.62% |
|                                                Max Throughput |                             avg_amount_group_by_keyword_esql_limit_0 |    412.692       |    444.153       |   31.4609  |  ops/s |   +7.62% |
|                                       50th percentile latency |                             avg_amount_group_by_keyword_esql_limit_0 |      1.84006     |      1.70965     |   -0.1304  |     ms |   -7.09% |
|                                       90th percentile latency |                             avg_amount_group_by_keyword_esql_limit_0 |      1.95645     |      1.79263     |   -0.16382 |     ms |   -8.37% |
|                                      100th percentile latency |                             avg_amount_group_by_keyword_esql_limit_0 |      2.31126     |      2.13217     |   -0.17909 |     ms |   -7.75% |
|                                  50th percentile service time |                             avg_amount_group_by_keyword_esql_limit_0 |      1.84006     |      1.70965     |   -0.1304  |     ms |   -7.09% |
|                                  90th percentile service time |                             avg_amount_group_by_keyword_esql_limit_0 |      1.95645     |      1.79263     |   -0.16382 |     ms |   -8.37% |
|                                 100th percentile service time |                             avg_amount_group_by_keyword_esql_limit_0 |      2.31126     |      2.13217     |   -0.17909 |     ms |   -7.75% |
|                                                    error rate |                             avg_amount_group_by_keyword_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                     multi_terms-keyword_esql_limit_0 |    323.223       |    430.338       |  107.115   |  ops/s |  +33.14% |
|                                               Mean Throughput |                                     multi_terms-keyword_esql_limit_0 |    323.223       |    430.338       |  107.115   |  ops/s |  +33.14% |
|                                             Median Throughput |                                     multi_terms-keyword_esql_limit_0 |    323.223       |    430.338       |  107.115   |  ops/s |  +33.14% |
|                                                Max Throughput |                                     multi_terms-keyword_esql_limit_0 |    323.223       |    430.338       |  107.115   |  ops/s |  +33.14% |
|                                       50th percentile latency |                                     multi_terms-keyword_esql_limit_0 |      2.41241     |      1.76796     |   -0.64446 |     ms |  -26.71% |
|                                       90th percentile latency |                                     multi_terms-keyword_esql_limit_0 |      2.64288     |      1.85257     |   -0.79032 |     ms |  -29.90% |
|                                      100th percentile latency |                                     multi_terms-keyword_esql_limit_0 |      2.93036     |      2.10357     |   -0.82679 |     ms |  -28.21% |
|                                  50th percentile service time |                                     multi_terms-keyword_esql_limit_0 |      2.41241     |      1.76796     |   -0.64446 |     ms |  -26.71% |
|                                  90th percentile service time |                                     multi_terms-keyword_esql_limit_0 |      2.64288     |      1.85257     |   -0.79032 |     ms |  -29.90% |
|                                 100th percentile service time |                                     multi_terms-keyword_esql_limit_0 |      2.93036     |      2.10357     |   -0.82679 |     ms |  -28.21% |
|                                                    error rate |                                     multi_terms-keyword_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                              sort_by_ts_esql_limit_0 |    427.715       |    473.878       |   46.163   |  ops/s |  +10.79% |
|                                               Mean Throughput |                                              sort_by_ts_esql_limit_0 |    427.715       |    473.878       |   46.163   |  ops/s |  +10.79% |
|                                             Median Throughput |                                              sort_by_ts_esql_limit_0 |    427.715       |    473.878       |   46.163   |  ops/s |  +10.79% |
|                                                Max Throughput |                                              sort_by_ts_esql_limit_0 |    427.715       |    473.878       |   46.163   |  ops/s |  +10.79% |
|                                       50th percentile latency |                                              sort_by_ts_esql_limit_0 |      1.69948     |      1.57363     |   -0.12585 |     ms |   -7.40% |
|                                       90th percentile latency |                                              sort_by_ts_esql_limit_0 |      1.86003     |      1.67753     |   -0.1825  |     ms |   -9.81% |
|                                      100th percentile latency |                                              sort_by_ts_esql_limit_0 |      2.14982     |      1.99251     |   -0.15732 |     ms |   -7.32% |
|                                  50th percentile service time |                                              sort_by_ts_esql_limit_0 |      1.69948     |      1.57363     |   -0.12585 |     ms |   -7.40% |
|                                  90th percentile service time |                                              sort_by_ts_esql_limit_0 |      1.86003     |      1.67753     |   -0.1825  |     ms |   -9.81% |
|                                 100th percentile service time |                                              sort_by_ts_esql_limit_0 |      2.14982     |      1.99251     |   -0.15732 |     ms |   -7.32% |
|                                                    error rate |                                              sort_by_ts_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                        date_histogram_calendar_interval_esql_limit_0 |    291.029       |    359.598       |   68.5688  |  ops/s |  +23.56% |
|                                               Mean Throughput |                        date_histogram_calendar_interval_esql_limit_0 |    291.029       |    359.598       |   68.5688  |  ops/s |  +23.56% |
|                                             Median Throughput |                        date_histogram_calendar_interval_esql_limit_0 |    291.029       |    359.598       |   68.5688  |  ops/s |  +23.56% |
|                                                Max Throughput |                        date_histogram_calendar_interval_esql_limit_0 |    291.029       |    359.598       |   68.5688  |  ops/s |  +23.56% |
|                                       50th percentile latency |                        date_histogram_calendar_interval_esql_limit_0 |      2.81281     |      1.83629     |   -0.97652 |     ms |  -34.72% |
|                                       90th percentile latency |                        date_histogram_calendar_interval_esql_limit_0 |      3.19219     |      1.9483      |   -1.24389 |     ms |  -38.97% |
|                                      100th percentile latency |                        date_histogram_calendar_interval_esql_limit_0 |      3.51986     |     24.7761      |   21.2562  |     ms | +603.89% |
|                                  50th percentile service time |                        date_histogram_calendar_interval_esql_limit_0 |      2.81281     |      1.83629     |   -0.97652 |     ms |  -34.72% |
|                                  90th percentile service time |                        date_histogram_calendar_interval_esql_limit_0 |      3.19219     |      1.9483      |   -1.24389 |     ms |  -38.97% |
|                                 100th percentile service time |                        date_histogram_calendar_interval_esql_limit_0 |      3.51986     |     24.7761      |   21.2562  |     ms | +603.89% |
|                                                    error rate |                        date_histogram_calendar_interval_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                           date_histogram_fixed_interval_esql_limit_0 |    403.555       |    385.672       |  -17.8833  |  ops/s |   -4.43% |
|                                               Mean Throughput |                           date_histogram_fixed_interval_esql_limit_0 |    403.555       |    385.672       |  -17.8833  |  ops/s |   -4.43% |
|                                             Median Throughput |                           date_histogram_fixed_interval_esql_limit_0 |    403.555       |    385.672       |  -17.8833  |  ops/s |   -4.43% |
|                                                Max Throughput |                           date_histogram_fixed_interval_esql_limit_0 |    403.555       |    385.672       |  -17.8833  |  ops/s |   -4.43% |
|                                       50th percentile latency |                           date_histogram_fixed_interval_esql_limit_0 |      1.90736     |      1.89632     |   -0.01104 |     ms |   -0.58% |
|                                       90th percentile latency |                           date_histogram_fixed_interval_esql_limit_0 |      2.1065      |      2.04637     |   -0.06013 |     ms |   -2.85% |
|                                      100th percentile latency |                           date_histogram_fixed_interval_esql_limit_0 |      2.40668     |     10.8421      |    8.43544 |     ms | +350.50% |
|                                  50th percentile service time |                           date_histogram_fixed_interval_esql_limit_0 |      1.90736     |      1.89632     |   -0.01104 |     ms |   -0.58% |
|                                  90th percentile service time |                           date_histogram_fixed_interval_esql_limit_0 |      2.1065      |      2.04637     |   -0.06013 |     ms |   -2.85% |
|                                 100th percentile service time |                           date_histogram_fixed_interval_esql_limit_0 |      2.40668     |     10.8421      |    8.43544 |     ms | +350.50% |
|                                                    error rate |                           date_histogram_fixed_interval_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |    337.307       |    368.394       |   31.0874  |  ops/s |   +9.22% |
|                                               Mean Throughput |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |    337.307       |    368.394       |   31.0874  |  ops/s |   +9.22% |
|                                             Median Throughput |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |    337.307       |    368.394       |   31.0874  |  ops/s |   +9.22% |
|                                                Max Throughput |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |    337.307       |    368.394       |   31.0874  |  ops/s |   +9.22% |
|                                       50th percentile latency |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |      2.33863     |      2.16005     |   -0.17858 |     ms |   -7.64% |
|                                       90th percentile latency |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |      2.81594     |      2.31312     |   -0.50283 |     ms |  -17.86% |
|                                      100th percentile latency |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |      3.12865     |      2.62582     |   -0.50283 |     ms |  -16.07% |
|                                  50th percentile service time |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |      2.33863     |      2.16005     |   -0.17858 |     ms |   -7.64% |
|                                  90th percentile service time |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |      2.81594     |      2.31312     |   -0.50283 |     ms |  -17.86% |
|                                 100th percentile service time |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |      3.12865     |      2.62582     |   -0.50283 |     ms |  -16.07% |
|                                                    error rate |              date_histogram_fixed_interval_with_metrics_esql_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                          esql_enrich_control_limit_0 |    462.113       |    492.858       |   30.7454  |  ops/s |   +6.65% |
|                                               Mean Throughput |                                          esql_enrich_control_limit_0 |    462.113       |    492.858       |   30.7454  |  ops/s |   +6.65% |
|                                             Median Throughput |                                          esql_enrich_control_limit_0 |    462.113       |    492.858       |   30.7454  |  ops/s |   +6.65% |
|                                                Max Throughput |                                          esql_enrich_control_limit_0 |    462.113       |    492.858       |   30.7454  |  ops/s |   +6.65% |
|                                       50th percentile latency |                                          esql_enrich_control_limit_0 |      1.58683     |      1.47879     |   -0.10804 |     ms |   -6.81% |
|                                       90th percentile latency |                                          esql_enrich_control_limit_0 |      1.73669     |      1.57851     |   -0.15818 |     ms |   -9.11% |
|                                      100th percentile latency |                                          esql_enrich_control_limit_0 |      2.24105     |      1.9201      |   -0.32095 |     ms |  -14.32% |
|                                  50th percentile service time |                                          esql_enrich_control_limit_0 |      1.58683     |      1.47879     |   -0.10804 |     ms |   -6.81% |
|                                  90th percentile service time |                                          esql_enrich_control_limit_0 |      1.73669     |      1.57851     |   -0.15818 |     ms |   -9.11% |
|                                 100th percentile service time |                                          esql_enrich_control_limit_0 |      2.24105     |      1.9201      |   -0.32095 |     ms |  -14.32% |
|                                                    error rate |                                          esql_enrich_control_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                esql_enrich_1_limit_0 |    368.684       |    405.567       |   36.8827  |  ops/s |  +10.00% |
|                                               Mean Throughput |                                                esql_enrich_1_limit_0 |    368.684       |    405.567       |   36.8827  |  ops/s |  +10.00% |
|                                             Median Throughput |                                                esql_enrich_1_limit_0 |    368.684       |    405.567       |   36.8827  |  ops/s |  +10.00% |
|                                                Max Throughput |                                                esql_enrich_1_limit_0 |    368.684       |    405.567       |   36.8827  |  ops/s |  +10.00% |
|                                       50th percentile latency |                                                esql_enrich_1_limit_0 |      2.08849     |      1.92107     |   -0.16742 |     ms |   -8.02% |
|                                       90th percentile latency |                                                esql_enrich_1_limit_0 |      2.28458     |      2.02609     |   -0.25849 |     ms |  -11.31% |
|                                      100th percentile latency |                                                esql_enrich_1_limit_0 |      2.67161     |      2.26403     |   -0.40759 |     ms |  -15.26% |
|                                  50th percentile service time |                                                esql_enrich_1_limit_0 |      2.08849     |      1.92107     |   -0.16742 |     ms |   -8.02% |
|                                  90th percentile service time |                                                esql_enrich_1_limit_0 |      2.28458     |      2.02609     |   -0.25849 |     ms |  -11.31% |
|                                 100th percentile service time |                                                esql_enrich_1_limit_0 |      2.67161     |      2.26403     |   -0.40759 |     ms |  -15.26% |
|                                                    error rate |                                                esql_enrich_1_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                esql_enrich_2_limit_0 |    351.617       |    386.442       |   34.8254  |  ops/s |   +9.90% |
|                                               Mean Throughput |                                                esql_enrich_2_limit_0 |    351.617       |    386.442       |   34.8254  |  ops/s |   +9.90% |
|                                             Median Throughput |                                                esql_enrich_2_limit_0 |    351.617       |    386.442       |   34.8254  |  ops/s |   +9.90% |
|                                                Max Throughput |                                                esql_enrich_2_limit_0 |    351.617       |    386.442       |   34.8254  |  ops/s |   +9.90% |
|                                       50th percentile latency |                                                esql_enrich_2_limit_0 |      2.21088     |      2.02068     |   -0.19021 |     ms |   -8.60% |
|                                       90th percentile latency |                                                esql_enrich_2_limit_0 |      2.59645     |      2.2383      |   -0.35814 |     ms |  -13.79% |
|                                      100th percentile latency |                                                esql_enrich_2_limit_0 |      2.83876     |      2.61363     |   -0.22514 |     ms |   -7.93% |
|                                  50th percentile service time |                                                esql_enrich_2_limit_0 |      2.21088     |      2.02068     |   -0.19021 |     ms |   -8.60% |
|                                  90th percentile service time |                                                esql_enrich_2_limit_0 |      2.59645     |      2.2383      |   -0.35814 |     ms |  -13.79% |
|                                 100th percentile service time |                                                esql_enrich_2_limit_0 |      2.83876     |      2.61363     |   -0.22514 |     ms |   -7.93% |
|                                                    error rate |                                                esql_enrich_2_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                esql_enrich_3_limit_0 |    362.799       |    382.461       |   19.6618  |  ops/s |   +5.42% |
|                                               Mean Throughput |                                                esql_enrich_3_limit_0 |    362.799       |    382.461       |   19.6618  |  ops/s |   +5.42% |
|                                             Median Throughput |                                                esql_enrich_3_limit_0 |    362.799       |    382.461       |   19.6618  |  ops/s |   +5.42% |
|                                                Max Throughput |                                                esql_enrich_3_limit_0 |    362.799       |    382.461       |   19.6618  |  ops/s |   +5.42% |
|                                       50th percentile latency |                                                esql_enrich_3_limit_0 |      2.16369     |      2.05486     |   -0.10883 |     ms |   -5.03% |
|                                       90th percentile latency |                                                esql_enrich_3_limit_0 |      2.29136     |      2.15181     |   -0.13955 |     ms |   -6.09% |
|                                      100th percentile latency |                                                esql_enrich_3_limit_0 |      2.55089     |      2.4635      |   -0.08739 |     ms |   -3.43% |
|                                  50th percentile service time |                                                esql_enrich_3_limit_0 |      2.16369     |      2.05486     |   -0.10883 |     ms |   -5.03% |
|                                  90th percentile service time |                                                esql_enrich_3_limit_0 |      2.29136     |      2.15181     |   -0.13955 |     ms |   -6.09% |
|                                 100th percentile service time |                                                esql_enrich_3_limit_0 |      2.55089     |      2.4635      |   -0.08739 |     ms |   -3.43% |
|                                                    error rate |                                                esql_enrich_3_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                                esql_enrich_4_limit_0 |    348.745       |    367.576       |   18.8309  |  ops/s |   +5.40% |
|                                               Mean Throughput |                                                esql_enrich_4_limit_0 |    348.745       |    367.576       |   18.8309  |  ops/s |   +5.40% |
|                                             Median Throughput |                                                esql_enrich_4_limit_0 |    348.745       |    367.576       |   18.8309  |  ops/s |   +5.40% |
|                                                Max Throughput |                                                esql_enrich_4_limit_0 |    348.745       |    367.576       |   18.8309  |  ops/s |   +5.40% |
|                                       50th percentile latency |                                                esql_enrich_4_limit_0 |      2.30717     |      2.16309     |   -0.14408 |     ms |   -6.24% |
|                                       90th percentile latency |                                                esql_enrich_4_limit_0 |      2.47589     |      2.32238     |   -0.15351 |     ms |   -6.20% |
|                                      100th percentile latency |                                                esql_enrich_4_limit_0 |      2.73143     |      2.57825     |   -0.15318 |     ms |   -5.61% |
|                                  50th percentile service time |                                                esql_enrich_4_limit_0 |      2.30717     |      2.16309     |   -0.14408 |     ms |   -6.24% |
|                                  90th percentile service time |                                                esql_enrich_4_limit_0 |      2.47589     |      2.32238     |   -0.15351 |     ms |   -6.20% |
|                                 100th percentile service time |                                                esql_enrich_4_limit_0 |      2.73143     |      2.57825     |   -0.15318 |     ms |   -5.61% |
|                                                    error rate |                                                esql_enrich_4_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                      esql_enrich_rates_fares_limit_0 |    300.043       |    415.3         |  115.257   |  ops/s |  +38.41% |
|                                               Mean Throughput |                                      esql_enrich_rates_fares_limit_0 |    300.043       |    415.3         |  115.257   |  ops/s |  +38.41% |
|                                             Median Throughput |                                      esql_enrich_rates_fares_limit_0 |    300.043       |    415.3         |  115.257   |  ops/s |  +38.41% |
|                                                Max Throughput |                                      esql_enrich_rates_fares_limit_0 |    300.043       |    415.3         |  115.257   |  ops/s |  +38.41% |
|                                       50th percentile latency |                                      esql_enrich_rates_fares_limit_0 |      2.62779     |      1.87448     |   -0.75331 |     ms |  -28.67% |
|                                       90th percentile latency |                                      esql_enrich_rates_fares_limit_0 |      3.19945     |      1.99047     |   -1.20897 |     ms |  -37.79% |
|                                      100th percentile latency |                                      esql_enrich_rates_fares_limit_0 |      3.72074     |      2.33604     |   -1.3847  |     ms |  -37.22% |
|                                  50th percentile service time |                                      esql_enrich_rates_fares_limit_0 |      2.62779     |      1.87448     |   -0.75331 |     ms |  -28.67% |
|                                  90th percentile service time |                                      esql_enrich_rates_fares_limit_0 |      3.19945     |      1.99047     |   -1.20897 |     ms |  -37.79% |
|                                 100th percentile service time |                                      esql_enrich_rates_fares_limit_0 |      3.72074     |      2.33604     |   -1.3847  |     ms |  -37.22% |
|                                                    error rate |                                      esql_enrich_rates_fares_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                         esql_enrich_payments_limit_0 |    344.985       |    391.392       |   46.4069  |  ops/s |  +13.45% |
|                                               Mean Throughput |                                         esql_enrich_payments_limit_0 |    344.985       |    391.392       |   46.4069  |  ops/s |  +13.45% |
|                                             Median Throughput |                                         esql_enrich_payments_limit_0 |    344.985       |    391.392       |   46.4069  |  ops/s |  +13.45% |
|                                                Max Throughput |                                         esql_enrich_payments_limit_0 |    344.985       |    391.392       |   46.4069  |  ops/s |  +13.45% |
|                                       50th percentile latency |                                         esql_enrich_payments_limit_0 |      2.02888     |      2.01264     |   -0.01624 |     ms |   -0.80% |
|                                       90th percentile latency |                                         esql_enrich_payments_limit_0 |      2.74009     |      2.17281     |   -0.56727 |     ms |  -20.70% |
|                                      100th percentile latency |                                         esql_enrich_payments_limit_0 |      3.14948     |      2.3178      |   -0.83168 |     ms |  -26.41% |
|                                  50th percentile service time |                                         esql_enrich_payments_limit_0 |      2.02888     |      2.01264     |   -0.01624 |     ms |   -0.80% |
|                                  90th percentile service time |                                         esql_enrich_payments_limit_0 |      2.74009     |      2.17281     |   -0.56727 |     ms |  -20.70% |
|                                 100th percentile service time |                                         esql_enrich_payments_limit_0 |      3.14948     |      2.3178      |   -0.83168 |     ms |  -26.41% |
|                                                    error rate |                                         esql_enrich_payments_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                   esql_enrich_payments_fares_limit_0 |    259.161       |    371.048       |  111.887   |  ops/s |  +43.17% |
|                                               Mean Throughput |                                   esql_enrich_payments_fares_limit_0 |    259.161       |    371.048       |  111.887   |  ops/s |  +43.17% |
|                                             Median Throughput |                                   esql_enrich_payments_fares_limit_0 |    259.161       |    371.048       |  111.887   |  ops/s |  +43.17% |
|                                                Max Throughput |                                   esql_enrich_payments_fares_limit_0 |    259.161       |    371.048       |  111.887   |  ops/s |  +43.17% |
|                                       50th percentile latency |                                   esql_enrich_payments_fares_limit_0 |      3.1554      |      2.07715     |   -1.07825 |     ms |  -34.17% |
|                                       90th percentile latency |                                   esql_enrich_payments_fares_limit_0 |      3.75491     |      2.22356     |   -1.53136 |     ms |  -40.78% |
|                                      100th percentile latency |                                   esql_enrich_payments_fares_limit_0 |      4.1052      |      2.51906     |   -1.58615 |     ms |  -38.64% |
|                                  50th percentile service time |                                   esql_enrich_payments_fares_limit_0 |      3.1554      |      2.07715     |   -1.07825 |     ms |  -34.17% |
|                                  90th percentile service time |                                   esql_enrich_payments_fares_limit_0 |      3.75491     |      2.22356     |   -1.53136 |     ms |  -40.78% |
|                                 100th percentile service time |                                   esql_enrich_payments_fares_limit_0 |      4.1052      |      2.51906     |   -1.58615 |     ms |  -38.64% |
|                                                    error rate |                                   esql_enrich_payments_fares_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                    esql_stats_enrich_control_limit_0 |    394.692       |    410.656       |   15.9636  |  ops/s |   +4.04% |
|                                               Mean Throughput |                                    esql_stats_enrich_control_limit_0 |    394.692       |    410.656       |   15.9636  |  ops/s |   +4.04% |
|                                             Median Throughput |                                    esql_stats_enrich_control_limit_0 |    394.692       |    410.656       |   15.9636  |  ops/s |   +4.04% |
|                                                Max Throughput |                                    esql_stats_enrich_control_limit_0 |    394.692       |    410.656       |   15.9636  |  ops/s |   +4.04% |
|                                       50th percentile latency |                                    esql_stats_enrich_control_limit_0 |      1.91659     |      1.88607     |   -0.03053 |     ms |   -1.59% |
|                                       90th percentile latency |                                    esql_stats_enrich_control_limit_0 |      2.06526     |      1.99248     |   -0.07278 |     ms |   -3.52% |
|                                      100th percentile latency |                                    esql_stats_enrich_control_limit_0 |      2.42216     |      2.2235      |   -0.19865 |     ms |   -8.20% |
|                                  50th percentile service time |                                    esql_stats_enrich_control_limit_0 |      1.91659     |      1.88607     |   -0.03053 |     ms |   -1.59% |
|                                  90th percentile service time |                                    esql_stats_enrich_control_limit_0 |      2.06526     |      1.99248     |   -0.07278 |     ms |   -3.52% |
|                                 100th percentile service time |                                    esql_stats_enrich_control_limit_0 |      2.42216     |      2.2235      |   -0.19865 |     ms |   -8.20% |
|                                                    error rate |                                    esql_stats_enrich_control_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                          esql_stats_enrich_1_limit_0 |    342.63        |    359.707       |   17.0761  |  ops/s |   +4.98% |
|                                               Mean Throughput |                                          esql_stats_enrich_1_limit_0 |    342.63        |    359.707       |   17.0761  |  ops/s |   +4.98% |
|                                             Median Throughput |                                          esql_stats_enrich_1_limit_0 |    342.63        |    359.707       |   17.0761  |  ops/s |   +4.98% |
|                                                Max Throughput |                                          esql_stats_enrich_1_limit_0 |    342.63        |    359.707       |   17.0761  |  ops/s |   +4.98% |
|                                       50th percentile latency |                                          esql_stats_enrich_1_limit_0 |      2.29183     |      2.21616     |   -0.07568 |     ms |   -3.30% |
|                                       90th percentile latency |                                          esql_stats_enrich_1_limit_0 |      2.6295      |      2.40163     |   -0.22786 |     ms |   -8.67% |
|                                      100th percentile latency |                                          esql_stats_enrich_1_limit_0 |      3.09        |      2.67199     |   -0.41802 |     ms |  -13.53% |
|                                  50th percentile service time |                                          esql_stats_enrich_1_limit_0 |      2.29183     |      2.21616     |   -0.07568 |     ms |   -3.30% |
|                                  90th percentile service time |                                          esql_stats_enrich_1_limit_0 |      2.6295      |      2.40163     |   -0.22786 |     ms |   -8.67% |
|                                 100th percentile service time |                                          esql_stats_enrich_1_limit_0 |      3.09        |      2.67199     |   -0.41802 |     ms |  -13.53% |
|                                                    error rate |                                          esql_stats_enrich_1_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                          esql_stats_enrich_2_limit_0 |    324.126       |    339.086       |   14.9601  |  ops/s |   +4.62% |
|                                               Mean Throughput |                                          esql_stats_enrich_2_limit_0 |    324.126       |    339.086       |   14.9601  |  ops/s |   +4.62% |
|                                             Median Throughput |                                          esql_stats_enrich_2_limit_0 |    324.126       |    339.086       |   14.9601  |  ops/s |   +4.62% |
|                                                Max Throughput |                                          esql_stats_enrich_2_limit_0 |    324.126       |    339.086       |   14.9601  |  ops/s |   +4.62% |
|                                       50th percentile latency |                                          esql_stats_enrich_2_limit_0 |      2.41273     |      2.36133     |   -0.0514  |     ms |   -2.13% |
|                                       90th percentile latency |                                          esql_stats_enrich_2_limit_0 |      2.60411     |      2.59309     |   -0.01102 |     ms |   -0.42% |
|                                      100th percentile latency |                                          esql_stats_enrich_2_limit_0 |      3.34255     |      3.32575     |   -0.01679 |     ms |   -0.50% |
|                                  50th percentile service time |                                          esql_stats_enrich_2_limit_0 |      2.41273     |      2.36133     |   -0.0514  |     ms |   -2.13% |
|                                  90th percentile service time |                                          esql_stats_enrich_2_limit_0 |      2.60411     |      2.59309     |   -0.01102 |     ms |   -0.42% |
|                                 100th percentile service time |                                          esql_stats_enrich_2_limit_0 |      3.34255     |      3.32575     |   -0.01679 |     ms |   -0.50% |
|                                                    error rate |                                          esql_stats_enrich_2_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                          esql_stats_enrich_3_limit_0 |    300.782       |    326.932       |   26.1505  |  ops/s |   +8.69% |
|                                               Mean Throughput |                                          esql_stats_enrich_3_limit_0 |    300.782       |    326.932       |   26.1505  |  ops/s |   +8.69% |
|                                             Median Throughput |                                          esql_stats_enrich_3_limit_0 |    300.782       |    326.932       |   26.1505  |  ops/s |   +8.69% |
|                                                Max Throughput |                                          esql_stats_enrich_3_limit_0 |    300.782       |    326.932       |   26.1505  |  ops/s |   +8.69% |
|                                       50th percentile latency |                                          esql_stats_enrich_3_limit_0 |      2.57292     |      2.46854     |   -0.10438 |     ms |   -4.06% |
|                                       90th percentile latency |                                          esql_stats_enrich_3_limit_0 |      2.9609      |      2.693       |   -0.2679  |     ms |   -9.05% |
|                                      100th percentile latency |                                          esql_stats_enrich_3_limit_0 |      3.38148     |      2.95452     |   -0.42697 |     ms |  -12.63% |
|                                  50th percentile service time |                                          esql_stats_enrich_3_limit_0 |      2.57292     |      2.46854     |   -0.10438 |     ms |   -4.06% |
|                                  90th percentile service time |                                          esql_stats_enrich_3_limit_0 |      2.9609      |      2.693       |   -0.2679  |     ms |   -9.05% |
|                                 100th percentile service time |                                          esql_stats_enrich_3_limit_0 |      3.38148     |      2.95452     |   -0.42697 |     ms |  -12.63% |
|                                                    error rate |                                          esql_stats_enrich_3_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                          esql_stats_enrich_4_limit_0 |    299.182       |    312.888       |   13.7061  |  ops/s |   +4.58% |
|                                               Mean Throughput |                                          esql_stats_enrich_4_limit_0 |    299.182       |    312.888       |   13.7061  |  ops/s |   +4.58% |
|                                             Median Throughput |                                          esql_stats_enrich_4_limit_0 |    299.182       |    312.888       |   13.7061  |  ops/s |   +4.58% |
|                                                Max Throughput |                                          esql_stats_enrich_4_limit_0 |    299.182       |    312.888       |   13.7061  |  ops/s |   +4.58% |
|                                       50th percentile latency |                                          esql_stats_enrich_4_limit_0 |      2.74294     |      2.61677     |   -0.12616 |     ms |   -4.60% |
|                                       90th percentile latency |                                          esql_stats_enrich_4_limit_0 |      3.04792     |      2.85973     |   -0.18819 |     ms |   -6.17% |
|                                      100th percentile latency |                                          esql_stats_enrich_4_limit_0 |      3.16015     |      3.28478     |    0.12463 |     ms |   +3.94% |
|                                  50th percentile service time |                                          esql_stats_enrich_4_limit_0 |      2.74294     |      2.61677     |   -0.12616 |     ms |   -4.60% |
|                                  90th percentile service time |                                          esql_stats_enrich_4_limit_0 |      3.04792     |      2.85973     |   -0.18819 |     ms |   -6.17% |
|                                 100th percentile service time |                                          esql_stats_enrich_4_limit_0 |      3.16015     |      3.28478     |    0.12463 |     ms |   +3.94% |
|                                                    error rate |                                          esql_stats_enrich_4_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                esql_stats_enrich_rates_fares_limit_0 |    329.762       |    350.498       |   20.7368  |  ops/s |   +6.29% |
|                                               Mean Throughput |                                esql_stats_enrich_rates_fares_limit_0 |    329.762       |    350.498       |   20.7368  |  ops/s |   +6.29% |
|                                             Median Throughput |                                esql_stats_enrich_rates_fares_limit_0 |    329.762       |    350.498       |   20.7368  |  ops/s |   +6.29% |
|                                                Max Throughput |                                esql_stats_enrich_rates_fares_limit_0 |    329.762       |    350.498       |   20.7368  |  ops/s |   +6.29% |
|                                       50th percentile latency |                                esql_stats_enrich_rates_fares_limit_0 |      2.38995     |      2.28839     |   -0.10155 |     ms |   -4.25% |
|                                       90th percentile latency |                                esql_stats_enrich_rates_fares_limit_0 |      2.56871     |      2.44788     |   -0.12083 |     ms |   -4.70% |
|                                      100th percentile latency |                                esql_stats_enrich_rates_fares_limit_0 |      2.93348     |      2.72117     |   -0.21231 |     ms |   -7.24% |
|                                  50th percentile service time |                                esql_stats_enrich_rates_fares_limit_0 |      2.38995     |      2.28839     |   -0.10155 |     ms |   -4.25% |
|                                  90th percentile service time |                                esql_stats_enrich_rates_fares_limit_0 |      2.56871     |      2.44788     |   -0.12083 |     ms |   -4.70% |
|                                 100th percentile service time |                                esql_stats_enrich_rates_fares_limit_0 |      2.93348     |      2.72117     |   -0.21231 |     ms |   -7.24% |
|                                                    error rate |                                esql_stats_enrich_rates_fares_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                                   esql_stats_enrich_payments_limit_0 |    284.931       |    305.532       |   20.6014  |  ops/s |   +7.23% |
|                                               Mean Throughput |                                   esql_stats_enrich_payments_limit_0 |    284.931       |    305.532       |   20.6014  |  ops/s |   +7.23% |
|                                             Median Throughput |                                   esql_stats_enrich_payments_limit_0 |    284.931       |    305.532       |   20.6014  |  ops/s |   +7.23% |
|                                                Max Throughput |                                   esql_stats_enrich_payments_limit_0 |    284.931       |    305.532       |   20.6014  |  ops/s |   +7.23% |
|                                       50th percentile latency |                                   esql_stats_enrich_payments_limit_0 |      2.39079     |      2.27015     |   -0.12064 |     ms |   -5.05% |
|                                       90th percentile latency |                                   esql_stats_enrich_payments_limit_0 |      2.62838     |      2.41966     |   -0.20872 |     ms |   -7.94% |
|                                      100th percentile latency |                                   esql_stats_enrich_payments_limit_0 |      2.9178      |      2.69407     |   -0.22373 |     ms |   -7.67% |
|                                  50th percentile service time |                                   esql_stats_enrich_payments_limit_0 |      2.39079     |      2.27015     |   -0.12064 |     ms |   -5.05% |
|                                  90th percentile service time |                                   esql_stats_enrich_payments_limit_0 |      2.62838     |      2.41966     |   -0.20872 |     ms |   -7.94% |
|                                 100th percentile service time |                                   esql_stats_enrich_payments_limit_0 |      2.9178      |      2.69407     |   -0.22373 |     ms |   -7.67% |
|                                                    error rate |                                   esql_stats_enrich_payments_limit_0 |      0           |      0           |    0       |      % |    0.00% |
|                                                Min Throughput |                             esql_stats_enrich_payments_fares_limit_0 |    261.145       |    305.944       |   44.7985  |  ops/s |  +17.15% |
|                                               Mean Throughput |                             esql_stats_enrich_payments_fares_limit_0 |    261.145       |    305.944       |   44.7985  |  ops/s |  +17.15% |
|                                             Median Throughput |                             esql_stats_enrich_payments_fares_limit_0 |    261.145       |    305.944       |   44.7985  |  ops/s |  +17.15% |
|                                                Max Throughput |                             esql_stats_enrich_payments_fares_limit_0 |    261.145       |    305.944       |   44.7985  |  ops/s |  +17.15% |
|                                       50th percentile latency |                             esql_stats_enrich_payments_fares_limit_0 |      2.5867      |      2.25296     |   -0.33373 |     ms |  -12.90% |
|                                       90th percentile latency |                             esql_stats_enrich_payments_fares_limit_0 |      2.98888     |      2.42104     |   -0.56784 |     ms |  -19.00% |
|                                      100th percentile latency |                             esql_stats_enrich_payments_fares_limit_0 |      3.62285     |      2.74465     |   -0.8782  |     ms |  -24.24% |
|                                  50th percentile service time |                             esql_stats_enrich_payments_fares_limit_0 |      2.5867      |      2.25296     |   -0.33373 |     ms |  -12.90% |
|                                  90th percentile service time |                             esql_stats_enrich_payments_fares_limit_0 |      2.98888     |      2.42104     |   -0.56784 |     ms |  -19.00% |
|                                 100th percentile service time |                             esql_stats_enrich_payments_fares_limit_0 |      3.62285     |      2.74465     |   -0.8782  |     ms |  -24.24% |
|                                                    error rate |                             esql_stats_enrich_payments_fares_limit_0 |      0           |      0           |    0       |      % |    0.00% |

@dnhatn dnhatn requested a review from nik9000 July 12, 2025 19:46
@dnhatn dnhatn marked this pull request as ready for review July 12, 2025 19:46
@elasticsearchmachine elasticsearchmachine added the Team:Analytics Meta label for analytical engine team (ESQL/Aggs/Geo) label Jul 12, 2025
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Pinging @elastic/es-analytical-engine (Team:Analytics)

@@ -130,6 +130,7 @@ default void add(int positionOffset, IntBlock groupIds) {

/**
* Add the position-th row from the intermediate output of the given aggregator function to the groupId
* TODO: Remove this method as the grouping operator has been removed
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@dnhatn dnhatn Jul 12, 2025

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I will remove this method in a follow-up.

@dnhatn dnhatn requested a review from ivancea July 15, 2025 15:00
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nik9000 commented Jul 15, 2025

I don't really see a performance hit at all in the nyc_taxis. Do you? It's only the _group_by_keyword that should really be changing. And those look fine. Right?

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dnhatn commented Jul 15, 2025

It's only the _group_by_keyword that should really be changing. And those look fine. Right?

Yes, that's correct.

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LGTM presuming I'm right about the perf changes comment I just made.

I'm super thankful this is only part of the LocalPhysicalPlanOptimizer.

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:shipit:

| STATS max(@timestamp), count(*) BY message
| SORT message NULLS FIRST
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Why this change?

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The ordinal grouping operator emits output sorted by the keys, while the hash operator outputs keys in arrival order.

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dnhatn commented Jul 15, 2025

@nik9000 @ivancea Thanks so much for the reviews :)

@dnhatn dnhatn merged commit 516990c into elastic:main Jul 15, 2025
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@dnhatn dnhatn deleted the remove-ordinals-grouping branch July 15, 2025 16:00
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ESQL count_distinct memory issues
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