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Add new challenge to elastic/logs to benchmark the INSIST_🐔 esql command#801

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martijnvg merged 12 commits intoelastic:masterfrom
martijnvg:dynamic_false
Jul 7, 2025
Merged

Add new challenge to elastic/logs to benchmark the INSIST_🐔 esql command#801
martijnvg merged 12 commits intoelastic:masterfrom
martijnvg:dynamic_false

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@martijnvg martijnvg commented Jun 26, 2025

Also add mapping track parameter which controls whether all fields are mapped or whether almost all fields are unmapped. This allows for benchmarking elastic/logs in an unmapped context with experimental INSIST_🐔 esql command.

@martijnvg martijnvg changed the title Add mapping track parameter Add mapping track parameter for INSIST_🐔 esql command Jun 30, 2025
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I did initial run of this new challenge:

|                                                   Dataset size |                                        |    64.8478      |     GB |
|                                                     Store size |                                        |    64.8478      |     GB |
|                                                  Translog size |                                        |     3.99537e-06 |     GB |
|                                                  Segment count |                                        |  1103           |        |
|                                                 Min Throughput |                             bulk-index |   495.89        | docs/s |
|                                                Mean Throughput |                             bulk-index | 30773.2         | docs/s |
|                                              Median Throughput |                             bulk-index | 30762.4         | docs/s |
|                                                 Max Throughput |                             bulk-index | 34607.4         | docs/s |
|                                        50th percentile latency |                             bulk-index |   330.395       |     ms |
|                                        90th percentile latency |                             bulk-index |   575.957       |     ms |
|                                        99th percentile latency |                             bulk-index |  1016.01        |     ms |
|                                      99.9th percentile latency |                             bulk-index |  5290.35        |     ms |
|                                     99.99th percentile latency |                             bulk-index |  7401.21        |     ms |
|                                       100th percentile latency |                             bulk-index | 12450           |     ms |
|                                   50th percentile service time |                             bulk-index |   327.931       |     ms |
|                                   90th percentile service time |                             bulk-index |   575.364       |     ms |
|                                   99th percentile service time |                             bulk-index |  1024.51        |     ms |
|                                 99.9th percentile service time |                             bulk-index |  5258.69        |     ms |
|                                99.99th percentile service time |                             bulk-index |  7398.1         |     ms |
|                                  100th percentile service time |                             bulk-index | 12450           |     ms |
|                                                     error rate |                             bulk-index |     0           |      % |
|                                                 Min Throughput |                              chicken_1 |     4.62        |  ops/s |
|                                                Mean Throughput |                              chicken_1 |     7.88        |  ops/s |
|                                              Median Throughput |                              chicken_1 |     8.06        |  ops/s |
|                                                 Max Throughput |                              chicken_1 |    10.69        |  ops/s |
|                                        50th percentile latency |                              chicken_1 |    53.1674      |     ms |
|                                        90th percentile latency |                              chicken_1 |    67.985       |     ms |
|                                        99th percentile latency |                              chicken_1 |    80.1518      |     ms |
|                                       100th percentile latency |                              chicken_1 |    82.1519      |     ms |
|                                   50th percentile service time |                              chicken_1 |    53.1674      |     ms |
|                                   90th percentile service time |                              chicken_1 |    67.985       |     ms |
|                                   99th percentile service time |                              chicken_1 |    80.1518      |     ms |
|                                  100th percentile service time |                              chicken_1 |    82.1519      |     ms |
|                                                     error rate |                              chicken_1 |     0           |      % |
|                                                 Min Throughput |                              chicken_2 |     0.09        |  ops/s |
|                                                Mean Throughput |                              chicken_2 |     0.09        |  ops/s |
|                                              Median Throughput |                              chicken_2 |     0.09        |  ops/s |
|                                                 Max Throughput |                              chicken_2 |     0.09        |  ops/s |
|                                        50th percentile latency |                              chicken_2 | 11221.8         |     ms |
|                                        90th percentile latency |                              chicken_2 | 11268           |     ms |
|                                        99th percentile latency |                              chicken_2 | 11310.6         |     ms |
|                                       100th percentile latency |                              chicken_2 | 11376.6         |     ms |
|                                   50th percentile service time |                              chicken_2 | 11221.8         |     ms |
|                                   90th percentile service time |                              chicken_2 | 11268           |     ms |
|                                   99th percentile service time |                              chicken_2 | 11310.6         |     ms |
|                                  100th percentile service time |                              chicken_2 | 11376.6         |     ms |
|                                                     error rate |                              chicken_2 |     0           |      % |
|                                                 Min Throughput |                              chicken_3 |     0.11        |  ops/s |
|                                                Mean Throughput |                              chicken_3 |     0.12        |  ops/s |
|                                              Median Throughput |                              chicken_3 |     0.12        |  ops/s |
|                                                 Max Throughput |                              chicken_3 |     0.12        |  ops/s |
|                                        50th percentile latency |                              chicken_3 |  8643.42        |     ms |
|                                        90th percentile latency |                              chicken_3 |  8703.98        |     ms |
|                                        99th percentile latency |                              chicken_3 |  8741.65        |     ms |
|                                       100th percentile latency |                              chicken_3 |  8760.2         |     ms |
|                                   50th percentile service time |                              chicken_3 |  8643.42        |     ms |
|                                   90th percentile service time |                              chicken_3 |  8703.98        |     ms |
|                                   99th percentile service time |                              chicken_3 |  8741.65        |     ms |
|                                  100th percentile service time |                              chicken_3 |  8760.2         |     ms |
|                                                     error rate |                              chicken_3 |     0           |      % |

Indexing throughput looks reasonable, but the chicken_2 and chicken_3 are very slow. Because it scans all docs and reads ignored source to get the insisted field. I think we need to take a look at this and see how this can be improved. All docs have a value for the insisted fields in these two esql queries, so an inverted index over ignored source that indicates which docs have a field that resides in ignored source is not going to help here.

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Did another run with latest version (this time using 1 node and no replicas, previous was with 3 nodes and 1 replica):

|                                                   Dataset size |                                        |    27.2954      |     GB |
|                                                     Store size |                                        |    27.2954      |     GB |
|                                                  Translog size |                                        |     7.17118e-07 |     GB |
|                                                  Segment count |                                        |   415           |        |
|                                                 Min Throughput |                             bulk-index |  1036.62        | docs/s |
|                                                Mean Throughput |                             bulk-index | 20697.1         | docs/s |
|                                              Median Throughput |                             bulk-index | 20734.2         | docs/s |
|                                                 Max Throughput |                             bulk-index | 22773.6         | docs/s |
|                                        50th percentile latency |                             bulk-index |  2541.25        |     ms |
|                                        90th percentile latency |                             bulk-index |  4105.47        |     ms |
|                                        99th percentile latency |                             bulk-index |  6474.13        |     ms |
|                                      99.9th percentile latency |                             bulk-index | 13208           |     ms |
|                                     99.99th percentile latency |                             bulk-index | 16881.1         |     ms |
|                                       100th percentile latency |                             bulk-index | 18409.1         |     ms |
|                                   50th percentile service time |                             bulk-index |  2539.87        |     ms |
|                                   90th percentile service time |                             bulk-index |  4101.89        |     ms |
|                                   99th percentile service time |                             bulk-index |  6443.84        |     ms |
|                                 99.9th percentile service time |                             bulk-index | 13255.3         |     ms |
|                                99.99th percentile service time |                             bulk-index | 16916.9         |     ms |
|                                  100th percentile service time |                             bulk-index | 18409.1         |     ms |
|                                                     error rate |                             bulk-index |     0           |      % |
|                                                 Min Throughput |                              chicken_1 |     7.23        |  ops/s |
|                                                Mean Throughput |                              chicken_1 |    10.7         |  ops/s |
|                                              Median Throughput |                              chicken_1 |    10.96        |  ops/s |
|                                                 Max Throughput |                              chicken_1 |    13.66        |  ops/s |
|                                        50th percentile latency |                              chicken_1 |    43.1658      |     ms |
|                                        90th percentile latency |                              chicken_1 |    52.6401      |     ms |
|                                        99th percentile latency |                              chicken_1 |    58.0287      |     ms |
|                                       100th percentile latency |                              chicken_1 |    61.8359      |     ms |
|                                   50th percentile service time |                              chicken_1 |    43.1658      |     ms |
|                                   90th percentile service time |                              chicken_1 |    52.6401      |     ms |
|                                   99th percentile service time |                              chicken_1 |    58.0287      |     ms |
|                                  100th percentile service time |                              chicken_1 |    61.8359      |     ms |
|                                                     error rate |                              chicken_1 |     0           |      % |
|                                                 Min Throughput |                              chicken_2 |     0.06        |  ops/s |
|                                                Mean Throughput |                              chicken_2 |     0.06        |  ops/s |
|                                              Median Throughput |                              chicken_2 |     0.06        |  ops/s |
|                                                 Max Throughput |                              chicken_2 |     0.06        |  ops/s |
|                                        50th percentile latency |                              chicken_2 | 17169.3         |     ms |
|                                        90th percentile latency |                              chicken_2 | 17217.7         |     ms |
|                                        99th percentile latency |                              chicken_2 | 17255.2         |     ms |
|                                       100th percentile latency |                              chicken_2 | 17284.7         |     ms |
|                                   50th percentile service time |                              chicken_2 | 17169.3         |     ms |
|                                   90th percentile service time |                              chicken_2 | 17217.7         |     ms |
|                                   99th percentile service time |                              chicken_2 | 17255.2         |     ms |
|                                  100th percentile service time |                              chicken_2 | 17284.7         |     ms |
|                                                     error rate |                              chicken_2 |     0           |      % |
|                                                 Min Throughput |                              chicken_3 |     0.07        |  ops/s |
|                                                Mean Throughput |                              chicken_3 |     0.07        |  ops/s |
|                                              Median Throughput |                              chicken_3 |     0.08        |  ops/s |
|                                                 Max Throughput |                              chicken_3 |     0.08        |  ops/s |
|                                        50th percentile latency |                              chicken_3 | 13324.3         |     ms |
|                                        90th percentile latency |                              chicken_3 | 13376.5         |     ms |
|                                        99th percentile latency |                              chicken_3 | 13410           |     ms |
|                                       100th percentile latency |                              chicken_3 | 13418.3         |     ms |
|                                   50th percentile service time |                              chicken_3 | 13324.3         |     ms |
|                                   90th percentile service time |                              chicken_3 | 13376.5         |     ms |
|                                   99th percentile service time |                              chicken_3 | 13410           |     ms |
|                                  100th percentile service time |                              chicken_3 | 13418.3         |     ms |
|                                                     error rate |                              chicken_3 |     0           |      % |
|                                                 Min Throughput |                              chicken_4 |     0.25        |  ops/s |
|                                                Mean Throughput |                              chicken_4 |     0.25        |  ops/s |
|                                              Median Throughput |                              chicken_4 |     0.25        |  ops/s |
|                                                 Max Throughput |                              chicken_4 |     0.25        |  ops/s |
|                                        50th percentile latency |                              chicken_4 |  4007.37        |     ms |
|                                        90th percentile latency |                              chicken_4 |  4219.97        |     ms |
|                                        99th percentile latency |                              chicken_4 |  4291.19        |     ms |
|                                       100th percentile latency |                              chicken_4 |  4316.04        |     ms |
|                                   50th percentile service time |                              chicken_4 |  4007.37        |     ms |
|                                   90th percentile service time |                              chicken_4 |  4219.97        |     ms |
|                                   99th percentile service time |                              chicken_4 |  4291.19        |     ms |
|                                  100th percentile service time |                              chicken_4 |  4316.04        |     ms |
|                                                     error rate |                              chicken_4 |     0           |      % |

@martijnvg martijnvg changed the title Add mapping track parameter for INSIST_🐔 esql command Add new challenge to elastic/logs to benchmark the INSIST_🐔 esql command Jul 7, 2025
"operation": "chicken_1",
"clients": {{ p_search_clients }},
"warmup-iterations": {{ warmup_iterations | default(3) }},
"iterations": {{ iterations | default(5) }},
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lowered default iterations and warmup_iterations significantly, given that insist command is very slow, otherwise it takes multiple days to complete the benchmark.

This will be restored when performance for insist command improves.

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Note that previous runs ran with mapped variant, all fields were mapped. Running with unmapped, the insist command is many orders of magnitude slower.

@martijnvg martijnvg marked this pull request as ready for review July 7, 2025 05:14
@martijnvg martijnvg requested review from a team and flash1293 July 7, 2025 05:14
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Left some smaller questions, but not blocking

{
"name": "chicken_4",
"operation-type": "esql",
"query": "FROM logs-* | INSIST_🐔 agent.hostname | EVAL col0 = COALESCE(agent.hostname, \"elasticsearch-ci-immutable-centos-7-1599241536066250344\") | WHERE col0 == \"elasticsearch-ci-immutable-centos-7-1599241536066250344\""
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Why are you coalescing with \"elasticsearch-ci-immutable-centos-7-1599241536066250344\" here - shouldn't it be FROM logs-* | INSIST_🐔 agent.hostname | EVAL col0 = COALESCE(agent.hostname, \"\") | WHERE col0 == \"elasticsearch-ci-immutable-centos-7-1599241536066250344\" ?

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Not sure, I think this what I copied from: https://github.com/elastic/streams-program/discussions/320#discussioncomment-13583964

In anyway, I will update this.

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ah, my bad then.

{
"name": "chicken_2",
"operation-type": "esql",
"query": "FROM logs-* | INSIST_🐔 event.dataset,kubernetes.container.image | EVAL col0 = COALESCE(kubernetes.container.image, \"\") | WHERE col0 != \"\" | STATS col1 = COUNT() BY col0,data_stream.dataset"
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why do we insist event.dataset here?

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Good point. That got in by mistake. I will update.

@martijnvg martijnvg requested a review from flash1293 July 7, 2025 10:13
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LGTM. Maybe we should leave a note somewhere that the coalesce calls can be removed once elastic/elasticsearch#130220 is fixed. Otherwise people will wonder where it comes from

@martijnvg martijnvg merged commit a4a0616 into elastic:master Jul 7, 2025
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martijnvg commented Jul 8, 2025

Successful run based on most recent commit:

|                     Cumulative indexing time of primary shards |                                 |    975.486       |    min |
|             Min cumulative indexing time across primary shards |                                 |      9.36503     |    min |
|          Median cumulative indexing time across primary shards |                                 |     32.9517      |    min |
|             Max cumulative indexing time across primary shards |                                 |    392.156       |    min |
|            Cumulative indexing throttle time of primary shards |                                 |      0           |    min |
|    Min cumulative indexing throttle time across primary shards |                                 |      0           |    min |
| Median cumulative indexing throttle time across primary shards |                                 |      0           |    min |
|    Max cumulative indexing throttle time across primary shards |                                 |      0           |    min |
|                        Cumulative merge time of primary shards |                                 |    231.43        |    min |
|                       Cumulative merge count of primary shards |                                 |    229           |        |
|                Min cumulative merge time across primary shards |                                 |      1.0599      |    min |
|             Median cumulative merge time across primary shards |                                 |      5.0743      |    min |
|                Max cumulative merge time across primary shards |                                 |    107.506       |    min |
|               Cumulative merge throttle time of primary shards |                                 |     47.9759      |    min |
|       Min cumulative merge throttle time across primary shards |                                 |      0.12795     |    min |
|    Median cumulative merge throttle time across primary shards |                                 |      0.93685     |    min |
|    Max cumulative indexing throttle time across primary shards |                                 |      0           |    min |
|                        Cumulative merge time of primary shards |                                 |    231.43        |    min |
|                       Cumulative merge count of primary shards |                                 |    229           |        |
|                Min cumulative merge time across primary shards |                                 |      1.0599      |    min |
|             Median cumulative merge time across primary shards |                                 |      5.0743      |    min |
|                Max cumulative merge time across primary shards |                                 |    107.506       |    min |
|               Cumulative merge throttle time of primary shards |                                 |     47.9759      |    min |
|       Min cumulative merge throttle time across primary shards |                                 |      0.12795     |    min |
|    Median cumulative merge throttle time across primary shards |                                 |      0.93685     |    min |
|       Max cumulative merge throttle time across primary shards |                                 |     21.0734      |    min |
|                      Cumulative refresh time of primary shards |                                 |     16.2591      |    min |
|                     Cumulative refresh count of primary shards |                                 |   2472           |        |
|              Min cumulative refresh time across primary shards |                                 |      0.1712      |    min |
|           Median cumulative refresh time across primary shards |                                 |      0.394508    |    min |
|              Max cumulative refresh time across primary shards |                                 |      7.10375     |    min |
|                        Cumulative flush time of primary shards |                                 |    143.468       |    min |
|                       Cumulative flush count of primary shards |                                 |   2286           |        |
|                Min cumulative flush time across primary shards |                                 |      2.02013     |    min |
|             Median cumulative flush time across primary shards |                                 |      6.66838     |    min |
|                Max cumulative flush time across primary shards |                                 |     42.1642      |    min |
|                                        Total Young Gen GC time |                                 |    203.864       |      s |
|                                       Total Young Gen GC count |                                 |  22327           |        |
|                                          Total Old Gen GC time |                                 |      0           |      s |
|                                         Total Old Gen GC count |                                 |      0           |        |
|                                                   Dataset size |                                 |     20.2733      |     GB |
|                                                     Store size |                                 |     20.2733      |     GB |
|                                                  Translog size |                                 |      7.17118e-07 |     GB |
|                                         Heap used for segments |                                 |      0           |     MB |
|                                       Heap used for doc values |                                 |      0           |     MB |
|                                            Heap used for terms |                                 |      0           |     MB |
|                                            Heap used for norms |                                 |      0           |     MB |
|                                           Heap used for points |                                 |      0           |     MB |
|                                    Heap used for stored fields |                                 |      0           |     MB |
|                                                  Segment count |                                 |    284           |        |
|                                    Total Ingest Pipeline count |                                 |      4.88622e+08 |        |
|                                     Total Ingest Pipeline time |                                 |  22665.6         |      s |
|                                   Total Ingest Pipeline failed |                                 |      0           |        |
|                                                 Min Throughput |                      bulk-index |   1364.66        | docs/s |
|                                                Mean Throughput |                      bulk-index |  29836.9         | docs/s |
|                                              Median Throughput |                      bulk-index |  29906.8         | docs/s |
|                                                 Max Throughput |                      bulk-index |  30688.5         | docs/s |
|                                        50th percentile latency |                      bulk-index |   1816.3         |     ms |
|                                        90th percentile latency |                      bulk-index |   2531.11        |     ms |
|                                        99th percentile latency |                      bulk-index |   3722.57        |     ms |
|                                      99.9th percentile latency |                      bulk-index |  12968           |     ms |
|                                     99.99th percentile latency |                      bulk-index |  19495.6         |     ms |
|                                       100th percentile latency |                      bulk-index |  74213.3         |     ms |
|                                   50th percentile service time |                      bulk-index |   1817.8         |     ms |
|                                   90th percentile service time |                      bulk-index |   2537.1         |     ms |
|                                   99th percentile service time |                      bulk-index |   3735.09        |     ms |
|                                 99.9th percentile service time |                      bulk-index |  12976.6         |     ms |
|                                99.99th percentile service time |                      bulk-index |  19495.6         |     ms |
|                                  100th percentile service time |                      bulk-index |  74213.3         |     ms |
|                                                     error rate |                      bulk-index |      0           |      % |
|                                                 Min Throughput |                       limit_500 |     32.38        |  ops/s |
|                                                Mean Throughput |                       limit_500 |     32.38        |  ops/s |
|                                              Median Throughput |                       limit_500 |     32.38        |  ops/s |
|                                                 Max Throughput |                       limit_500 |     32.38        |  ops/s |
|                                        50th percentile latency |                       limit_500 |      9.71376     |     ms |
|                                        90th percentile latency |                       limit_500 |     12.4234      |     ms |
|                                        99th percentile latency |                       limit_500 |     15.9236      |     ms |
|                                       100th percentile latency |                       limit_500 |     16.0738      |     ms |
|                                   50th percentile service time |                       limit_500 |      9.71376     |     ms |
|                                   90th percentile service time |                       limit_500 |     12.4234      |     ms |
|                                   99th percentile service time |                       limit_500 |     15.9236      |     ms |
|                                  100th percentile service time |                       limit_500 |     16.0738      |     ms |
|                                                     error rate |                       limit_500 |      0           |      % |
|                                                 Min Throughput |                       chicken_1 |     12.48        |  ops/s |
|                                                Mean Throughput |                       chicken_1 |     12.48        |  ops/s |
|                                              Median Throughput |                       chicken_1 |     12.48        |  ops/s |
|                                                 Max Throughput |                       chicken_1 |     12.48        |  ops/s |
|                                        50th percentile latency |                       chicken_1 |     27.4231      |     ms |
|                                       100th percentile latency |                       chicken_1 |     30.2146      |     ms |
|                                   50th percentile service time |                       chicken_1 |     27.4231      |     ms |
|                                  100th percentile service time |                       chicken_1 |     30.2146      |     ms |
|                                                 Min Throughput |                       chicken_2 |      0           |  ops/s |
|                                                Mean Throughput |                       chicken_2 |      0           |  ops/s |
|                                              Median Throughput |                       chicken_2 |      0           |  ops/s |
|                                                 Max Throughput |                       chicken_2 |      0           |  ops/s |
|                                        50th percentile latency |                       chicken_2 | 875717           |     ms |
|                                       100th percentile latency |                       chicken_2 | 880105           |     ms |
|                                   50th percentile service time |                       chicken_2 | 875717           |     ms |
|                                  100th percentile service time |                       chicken_2 | 880105           |     ms |
|                                                     error rate |                       chicken_2 |      0           |      % |
|                                                 Min Throughput |                       chicken_3 |      0           |  ops/s |
|                                                Mean Throughput |                       chicken_3 |      0           |  ops/s |
|                                              Median Throughput |                       chicken_3 |      0           |  ops/s |
|                                                 Max Throughput |                       chicken_3 |      0           |  ops/s |
|                                        50th percentile latency |                       chicken_3 |      1.10389e+06 |     ms |
|                                       100th percentile latency |                       chicken_3 |      1.11356e+06 |     ms |
|                                   50th percentile service time |                       chicken_3 |      1.10389e+06 |     ms |
|                                  100th percentile service time |                       chicken_3 |      1.11356e+06 |     ms |
|                                                     error rate |                       chicken_3 |      0           |      % |
|                                                 Min Throughput |            chicken_3_with_where |     45.01        |  ops/s |
|                                                Mean Throughput |            chicken_3_with_where |     45.01        |  ops/s |
|                                              Median Throughput |            chicken_3_with_where |     45.01        |  ops/s |
|                                                 Max Throughput |            chicken_3_with_where |     45.01        |  ops/s |
|                                        50th percentile latency |            chicken_3_with_where |      5.19587     |     ms |
|                                       100th percentile latency |            chicken_3_with_where |      6.45203     |     ms |
|                                   50th percentile service time |            chicken_3_with_where |      5.19587     |     ms |
|                                  100th percentile service time |            chicken_3_with_where |      6.45203     |     ms |
|                                                     error rate |            chicken_3_with_where |      0           |      % |
|                                                 Min Throughput |                       chicken_4 |      0           |  ops/s |
|                                                Mean Throughput |                       chicken_4 |      0           |  ops/s |
|                                              Median Throughput |                       chicken_4 |      0           |  ops/s |
|                                                 Max Throughput |                       chicken_4 |      0           |  ops/s |
|                                        50th percentile latency |                       chicken_4 |      1.02731e+06 |     ms |
|                                       100th percentile latency |                       chicken_4 |      1.02907e+06 |     ms |
|                                   50th percentile service time |                       chicken_4 |      1.02731e+06 |     ms |
|                                  100th percentile service time |                       chicken_4 |      1.02907e+06 |     ms |
|                                                     error rate |                       chicken_4 |      0           |      % |

This ran with one node and can be compared with: #801 (comment)

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@martijnvg
A backport is pending for this PR. Please add all required vX.Y version labels.

  • If it is intended for the current Elasticsearch release version, apply the corresponding version label.
  • If it also supports past released versions, add those labels too.
  • If it only targets a future version, wait until that version label exists and then add it.
    (Each rally-tracks version label is created during the feature freeze of a new Elasticsearch branch).

Backporting entails:

  1. Ensure the correct version labels exist in this PR.
  2. Ensure backport PRs have backport label and are passing tests.
  3. Merge backport PRs (you can approve yourself and enable auto-merge).
  4. Remove backport pending label from this PR once all backport PRs are merged.

Thank you!

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