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[CI Bot] environment lockfiles auto-update#7191

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auto-update-lockfiles
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[CI Bot] environment lockfiles auto-update#7191
scitools-ci[bot] wants to merge 1 commit into
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auto-update-lockfiles

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@scitools-ci scitools-ci Bot commented Jul 3, 2026

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Lockfiles updated to the latest resolvable environment.

If the CI tasks fail, create a new branch based on this PR and add the required fixes to that branch.

@scitools-ci scitools-ci Bot added Bot A bot generated issue/pull-request New: Pull Request labels Jul 3, 2026
@github-actions github-actions Bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Jul 3, 2026

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Templating

Version numbers are not typically covered by templating. It is expected that this PR is 100% about advancing version numbers, which would not require any templating follow-up. Please double-check for any other changes that might be suitable for templating.

@trexfeathers

trexfeathers commented Jul 3, 2026

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ImportError: libjxl.so.0.11: cannot open shared object file: No such file or directory
  • libjxl is a dependency of GDAL, which is a dependency of Rasterio, which Iris uses for mask_cube_from_shape().
  • libjxl v0.12.0 was released 2 days ago.
  • GDAL is a low level library - builds may be compiled against specific versions of their dependencies. In this case GDAL still appears to be looking specifically for libjxl v0.11.0.
  • libjxl v0.11.0 was released in 2024 so its reasonable to assume the community is not well practiced at anticipating/responding to minor releases!
  • I am still surprised that nobody has reported this problem yet, since it has been around for 2 days. I am going to try and work up an MRE to report to GDAL if I can.

EDIT: minimal example reported

Turned out that it was actually a Rasterio installation problem - incompatible pins.

UPDATE: fixed

See conda-forge/rasterio-feedstock#343 (comment)

@github-actions

github-actions Bot commented Jul 3, 2026

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⏱️ Performance Benchmark Report: cf9aa4f

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [5d7ca147]    | After [cf9aa4f1]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 19.0±0.2ms           | 19.5±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 49.9±0.6ms           | 50.4±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 31.0±0.2ms           | 31.8±0.6ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 161±2ms              | 164±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 20.5±0.2ms           | 21.0±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.4±0.3ms           | 30.9±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 20.7±0.1ms           | 21.3±2ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.1±0.3ms           | 30.3±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 18.6±0.1ms           | 19.0±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 41.7±0.5ms           | 42.2±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 122±0.8ms            | 123±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 125±3ms              | 125±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 19.6±0.09ms          | 19.8±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 45.2±0.8ms           | 45.7±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 21.1±0.2ms           | 21.3±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 54.4±0.8ms           | 54.9±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 18.6±0.2ms           | 19.0±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 42.3±0.5ms           | 42.6±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 909±3ms              | 911±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 908±10ms             | 913±10ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 198±0.8ms            | 198±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 319±5ms              | 320±4ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 19.6±0.1ms           | 19.8±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 28.7±0.4ms           | 29.1±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 19.8±0.1ms           | 19.9±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 54.9±0.5ms           | 55.2±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 20.3±0.1ms           | 21.0±2ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 56.5±0.7ms           | 57.2±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 20.3±0.1ms           | 20.7±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 53.7±0.6ms           | 54.4±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 6.91±0.04ms          | 6.99±0.06ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.1±0.7ms           | 21.5±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 17.4±0.1ms           | 17.7±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 117±1ms              | 125±6ms             |    1.07 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.21±0.04ms          | 7.24±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.2±0.3ms           | 19.5±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.27±0.04ms          | 7.32±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.0±0.3ms           | 19.5±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 6.78±0.04ms          | 6.88±0.07ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.9±0.5ms           | 19.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.4±0.09ms          | 23.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.8±0.7ms           | 35.1±2ms            |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.07±0.05ms          | 7.06±0.09ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.2±0.5ms           | 20.6±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 7.83±0.04ms          | 7.86±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.8±2ms             | 22.7±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 6.84±0.02ms          | 6.84±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.8±0.5ms           | 20.1±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 469±0.3ms            | 470±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 482±2ms              | 483±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 40.9±0.09ms          | 41.1±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 130±2ms              | 132±6ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.15±0.06ms          | 7.08±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.3±0.2ms           | 19.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.23±0.03ms          | 7.24±0.07ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.2±0.6ms           | 21.6±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.40±0.04ms          | 7.32±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.4±0.7ms           | 21.7±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 7.37±0.06ms          | 7.41±0.08ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.0±0.9ms           | 21.3±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 20.1±0.1ms           | 20.4±2ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 78.7±0.7ms           | 79.1±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 20.1±0.2ms           | 20.4±2ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 90.5±1ms             | 89.8±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 19.0±0.08ms          | 19.5±2ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 50.8±0.6ms           | 52.3±0.8ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 7.49±0.05ms          | 7.52±0.06ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.5±0.9ms           | 27.2±1ms            |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.37±0.06ms          | 7.40±0.07ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.3±2ms             | 28.7±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.03±0.02ms          | 7.08±0.05ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.7±0.6ms           | 21.7±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 169±0.5ms            | 168±0.5ms           |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 237±2ms              | 240±3ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 975±7μs              | 980±5μs             |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 335±2μs              | 334±3μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.76±0.01ms          | 1.77±0.01ms         |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.25±0ms             | 1.26±0ms            |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 109±2ms              | 112±2ms             |    1.02 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 26.4±0.9ms           | 25.2±1ms            |    0.96 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 133±2ms              | 136±2ms             |    1.02 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 14.7±0.03μs          | 14.9±0.09μs         |    1.01 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 116±1ms              | 116±3ms             |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.3±1ms             | 28.8±0.8ms          |    1.02 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 137±2ms              | 140±4ms             |    1.02 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 14.7±0.06μs          | 14.9±0.06μs         |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 194±3ms              | 205±2ms             |    1.06 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 66.8±0.7ms           | 70.1±3ms            |    1.05 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 234±4ms              | 243±4ms             |    1.04 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.0±0.1μs           | 50.5±0.2μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 273±7ms              | 283±10ms            |    1.04 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 141±1ms              | 144±4ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 313±9ms              | 325±8ms             |    1.04 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 336±1μs              | 335±1μs             |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 838±10μs             | 845±20μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 157±3μs              | 161±5μs             |    1.03 | import_iris.Iris.time__constraints                                                          |
|          | 86.8±1μs             | 86.1±1μs            |    0.99 | import_iris.Iris.time__data_manager                                                         |
|          | 72.8±0.4μs           | 73.2±0.5μs          |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 126±0.9μs            | 128±2μs             |    1.01 | import_iris.Iris.time__lazy_data                                                            |
|          | 909±10μs             | 920±10μs            |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 53.0±0.3μs           | 53.0±0.2μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 632±5μs              | 641±10μs            |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 100±0.5μs            | 101±0.9μs           |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 74.7±0.3μs           | 75.2±0.6μs          |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 233±7μs              | 237±3μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 157±5μs              | 158±2μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 80.5±0.8μs           | 80.0±0.5μs          |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 101±2μs              | 102±0.9μs           |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 320±2μs              | 322±2μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 65.4±0.3μs           | 65.5±0.08μs         |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 177±1μs              | 177±3μs             |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 67.0±0.3μs           | 67.3±0.2μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 133±1μs              | 139±2μs             |    1.04 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 297±8μs              | 304±5μs             |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 56.9±0.2μs           | 57.1±0.2μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 129±2μs              | 132±3μs             |    1.02 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.34±0.01ms          | 1.35±0.02ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 143±3μs              | 142±2μs             |    0.99 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.16±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 199±3μs              | 198±3μs             |    0.99 | import_iris.Iris.time_config                                                                |
|          | 95.8±0.9μs           | 95.0±0.3μs          |    0.99 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 358±10μs             | 360±8μs             |    1    | import_iris.Iris.time_coord_systems                                                         |
|          | 829±10μs             | 835±8μs             |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 788±20μs             | 815±10μs            |    1.03 | import_iris.Iris.time_cube                                                                  |
|          | 204±4μs              | 209±4μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 52.7±0.2μs           | 52.9±0.2μs          |    1    | import_iris.Iris.time_experimental                                                          |
|          | 135±0.2μs            | 135±0.3μs           |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 237±4μs              | 239±4μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.81±0.1ms           | 2.79±0.03ms         |    0.99 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 56.9±0.09μs          | 57.0±0.1μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 80.3±0.3μs           | 81.3±0.4μs          |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 431±7μs              | 442±10μs            |    1.03 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 3.65±0.04ms          | 3.68±0.04ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 52.5±0.2μs           | 53.0±0.2μs          |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 235±3μs              | 236±1μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 83.1±1μs             | 83.8±0.9μs          |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 116±0.5μs            | 117±0.9μs           |    1.01 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 301±3μs              | 297±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 814±10μs             | 814±20μs            |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 136±2μs              | 134±0.9μs           |    0.99 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 93.7±0.8μs           | 92.8±0.2μs          |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 532±5μs              | 529±9μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 202±5μs              | 204±4μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 57.0±0.2μs           | 57.0±0.2μs          |    1    | import_iris.Iris.time_fileformats_um                                                        |
|          | 118±1μs              | 117±0.8μs           |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 102±2μs              | 103±1μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 53.6±0.3μs           | 53.2±0.1μs          |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 57.6±0.2μs           | 57.3±0.2μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 1.00±0.01ms          | 1.01±0.01ms         |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 95.9±0.9μs           | 95.8±0.5μs          |    1    | import_iris.Iris.time_io                                                                    |
|          | 142±2μs              | 144±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 146±1μs              | 146±0.8μs           |    1    | import_iris.Iris.time_iris                                                                  |
|          | 92.1±0.7μs           | 92.8±1μs            |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 6.66±0.03ms          | 6.76±0.06ms         |    1.02 | import_iris.Iris.time_palette                                                               |
|          | 1.71±0.04ms          | 1.72±0.06ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 241±20μs             | 228±10μs            |    0.95 | import_iris.Iris.time_quickplot                                                             |
|          | 2.21±0.03ms          | 2.22±0.01ms         |    1    | import_iris.Iris.time_std_names                                                             |
|          | 1.65±0.01ms          | 1.66±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 94.4±1ms             | 94.4±4ms            |    1    | import_iris.Iris.time_tests                                                                 |
|          | 165±0.7μs            | 164±0.5μs           |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.78±0.04ms          | 4.82±0.03ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 81.9±0.2μs           | 82.0±0.2μs          |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.42±0.02ms          | 2.42±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 530±8μs              | 564±20μs            |    1.06 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 119±0.6μs            | 119±0.7μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 73.9±2μs             | 72.6±1μs            |    0.98 | import_iris.Iris.time_time                                                                  |
|          | 859±5μs              | 877±6μs             |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 78.1±2μs             | 77.2±0.7μs          |    0.99 | iterate.IZip.time_izip                                                                      |
|          | 8.98±0.05ms          | 9.09±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.8±0.4ms           | 16.7±0.3ms          |    1.05 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 8.88±0.03ms          | 8.99±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 8.90±0.03ms          | 9.02±0.03ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.2±0.1ms           | 13.5±0.2ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 8.93±0.05ms          | 8.99±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.35±0s              | 1.34±0s             |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.1±0.1ms           | 12.7±0.3ms          |    1.05 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.32±0s              | 1.34±0s             |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.33±0s              | 1.34±0s             |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.1±0.2ms           | 12.3±0.2ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.32±0s              | 1.35±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 4.70±0.01ms          | 4.77±0.02ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.9±0.3ms           | 12.1±0.1ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.60±0.06ms          | 4.63±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.72±0.03ms          | 4.75±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.1ms           | 12.4±0.2ms          |    1.05 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.63±0.05ms          | 4.66±0.04ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 32.2±0.5ms           | 32.3±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 34.0±0.3ms           | 35.1±0.9ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 16.3±2ms             | 16.9±1ms            |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 38.1±2ms             | 38.5±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 80.0±0.7ms           | 79.5±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 37.1±1ms             | 38.4±0.9ms          |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 558±2ms              | 560±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.31±0.2ms           | 3.51±0.1ms          |    1.06 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 561±1ms              | 564±0.7ms           |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 572±3ms              | 575±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.50±0.2ms           | 3.34±0.1ms          |    0.96 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 569±3ms              | 575±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.06±0.06ms          | 2.16±0.1ms          |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.22±0.1ms           | 3.25±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.01±0.05ms          | 2.17±0.05ms         |    1.08 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.11±0.08ms          | 2.13±0.06ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.35±0.06ms          | 3.52±0.1ms          |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.14±0.05ms          | 2.19±0.09ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 331±0.6ms            | 330±1ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 86.9±0.8ms           | 87.9±0.5ms          |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 9.07±0.04ms          | 9.13±0.06ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.01±0.2ms           | 8.95±0.03ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.35±0s              | 1.34±0s             |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.35±0.01s           | 1.33±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 4.74±0.02ms          | 4.78±0.02ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 4.63±0.03ms          | 4.63±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.20±0.09ms          | 8.23±0.06ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 4.93±0.04ms          | 4.95±0.03ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.34±0s              | 1.33±0s             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 365±2ms              | 361±2ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 3.96±0.02ms          | 3.93±0.04ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 3.74±0.02ms          | 3.78±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 142±1ms              | 142±0.9ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.3±0.5ms           | 14.7±0.1ms          |    0.96 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 141±0.6ms            | 141±0.5ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 28.2±0.3ms           | 28.3±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.6±0.2ms           | 14.5±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 28.1±0.2ms           | 27.9±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.2±0.2ms           | 19.6±0.5ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 49.4±0.5ms           | 50.9±0.8ms          |    1.03 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.20±0.2ms           | 9.79±0.2ms          |    1.06 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 18.0±0.7ms           | 19.0±0.8ms          |    1.05 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.8±0.3ms           | 19.8±0.4ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 20.1±0.3ms           | 20.6±0.6ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.24±0.3ms           | 9.70±0.2ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.3±0.5ms           | 13.6±0.3ms          |    1.1  | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 21.0±0.2ms           | 22.2±0.3ms          |    1.06 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 61.1±1ms             | 62.3±0.9ms          |    1.02 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.2±0.4ms           | 22.2±0.5ms          |    1.05 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 22.6±0.5ms           | 23.6±0.3ms          |    1.05 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.67±0.2ms           | 3.73±0.1ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 5.68±0.1ms           | 5.83±0.1ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 46.1±2ms             | 50.5±2ms            |    1.1  | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.04±0.02s           | 1.04±0.02s          |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.79±0.04s           | 1.80±0.01s          |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 409±3ms              | 411±2ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±5M               | 115±6M              |    1.05 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 53.2±2ms             | 57.1±1ms            |    1.07 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 306±3ns              | 300±1ns             |    0.98 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 151±2ms              | 149±1ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 767±1k               | 767±2k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 17.9±0.09ms          | 17.7±0.1ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 23.0±0.2ms           | 22.8±0.2ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 820±5k               | 817±5k              |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0.01M           | 24.6±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 109±3ms              | 106±1ms             |    0.97 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 471±8ms              | 453±5ms             |    0.96 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.49±0.04M           | 1.48±0.04M          |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.04M           | 96.5±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 72.4±1ms             | 71.3±1ms            |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 424±3ms              | 418±4ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.37±0.03M           | 1.37±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.02M           | 96.4±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.01±0.09ms          | 6.05±0.2ms          |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 77.8±3ms             | 79.2±2ms            |    1.02 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 108±6ms              | 114±5ms             |    1.05 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 78.8±3ms             | 83.4±2ms            |    1.06 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.1M            |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.42±0.1ms           | 4.47±0.2ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 78.6±2ms             | 80.9±0.9ms          |    1.03 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 23.5±0.4ms           | 23.7±0.7ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 378±6ms              | 379±5ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 78.7±2ns             | 79.0±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 59.4±1ms             | 63.9±1ms            |    1.08 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 79.6±0.3ns           | 79.5±2ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 337±7ms              | 343±2ms             |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±0.4k            | 31.9±0.3k           |    1.01 | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.79±0.1M            | 1.94±0.2M           |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.4k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 225±20M             |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.3±0.3ms           | 41.4±0.8ms          |    1.03 | stats.PearsonR.time_lazy                                                                    |
|          | 13.0±0.3ms           | 12.9±0.2ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 29.4±1M              | 29.9±0.7M           |    1.02 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 25.3±0.9ms           | 24.4±0.3ms          |    0.97 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 54.5±0.5ms           | 55.6±0.4ms          |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 28671392928

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github-actions Bot commented Jul 3, 2026

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⏱️ Performance Benchmark Report: cf9aa4f

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [5d7ca147]    | After [cf9aa4f1]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.7±0.1ms           | 21.0±2ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.2±0.8ms           | 51.1±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.1±0.3ms           | 34.3±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 160±4ms              | 161±1ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.5±0.2ms           | 23.1±2ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.1±0.7ms           | 31.0±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.8±0.2ms           | 22.9±3ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.2±0.3ms           | 30.9±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.3±0.2ms           | 20.9±2ms            | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 43.2±0.5ms           | 43.3±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 131±2ms              | 130±2ms             | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 132±4ms              | 133±3ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.5±0.3ms           | 21.6±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 46.8±0.6ms           | 47.0±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 22.7±0.2ms           | 23.0±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.4±0.6ms           | 56.0±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.5±0.1ms           | 20.4±2ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 42.6±0.8ms           | 42.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.09±0.01s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0s              | 1.06±0.01s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 212±2ms              | 219±4ms             | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 371±10ms             | 355±8ms             | 0.96    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.5±0.2ms           | 21.7±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.4±0.4ms           | 29.2±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.8±0.2ms           | 21.8±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 57.2±0.8ms           | 56.8±0.9ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.5±0.1ms           | 23.0±2ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 60.5±1ms             | 59.7±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.5±0.2ms           | 22.5±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 56.7±0.7ms           | 56.4±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.67±0.08ms          | 7.59±0.06ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.7±0.5ms           | 21.4±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.2±0.1ms           | 19.4±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 120±3ms              | 118±6ms             | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.99±0.06ms          | 7.97±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.7±0.3ms           | 19.1±0.5ms          | 0.97    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.96±0.1ms           | 8.03±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.1±0.5ms           | 19.3±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.57±0.05ms          | 7.52±0.07ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.3±0.5ms           | 19.7±0.7ms          | 0.97    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.9±0.2ms           | 24.8±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 35.1±1ms             | 35.2±2ms            | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.80±0.06ms          | 7.81±0.09ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 21.0±0.6ms           | 20.0±0.7ms          | 0.95    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.92±0.08ms          | 8.69±0.1ms          | 0.97    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.3±0.6ms           | 22.6±0.7ms          | 0.97    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.66±0.1ms           | 7.52±0.1ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 21.3±1ms             | 20.0±0.5ms          | 0.94    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 571±1ms              | 568±0.4ms           | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 578±0.7ms            | 576±0.8ms           | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.1±0.5ms           | 44.5±0.8ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 132±3ms              | 131±6ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.74±0.06ms          | 7.79±0.08ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.8±0.4ms           | 18.8±0.5ms          | 0.95    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.85±0.08ms          | 7.78±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.1±0.4ms           | 21.3±0.5ms          | 0.96    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.03±0.02ms          | 8.03±0.08ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.8±0.8ms           | 21.5±0.6ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.11±0.03ms          | 8.03±0.08ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.6±0.7ms           | 21.1±0.6ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.0±0.1ms           | 22.3±2ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.2±2ms             | 79.6±2ms            | 0.98    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.9±0.3ms           | 22.2±2ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 92.8±1ms             | 91.3±1ms            | 0.98    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.9±0.2ms           | 20.9±2ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 51.9±0.8ms           | 52.5±0.6ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.10±0.08ms          | 8.09±0.08ms         | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.3±1ms             | 26.7±1ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.95±0.06ms          | 7.96±0.1ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.8±0.7ms           | 28.1±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.69±0.06ms          | 7.68±0.06ms         | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.5±0.7ms           | 21.6±0.7ms          | 0.96    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 202±5ms              | 205±2ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 266±2ms              | 264±6ms             | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.12±0.01ms          | 1.13±0.01ms         | 1.01    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 402±3μs              | 398±5μs             | 0.99    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.99±0.01ms          | 2.03±0.01ms         | 1.02    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.42±0.01ms          | 1.40±0.01ms         | 0.99    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 82.7±2ms             | 80.7±3ms            | 0.98    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.6±0.5ms           | 24.3±0.8ms          | 0.95    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 93.5±2ms             | 91.6±1ms            | 0.98    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.5±0.2μs           | 17.5±0.2μs          | 1.00    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 86.7±2ms             | 84.0±1ms            | 0.97    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.9±0.6ms           | 29.0±0.8ms          | 1.00    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 99.2±2ms             | 96.4±3ms            | 0.97    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.3±0.2μs           | 17.5±0.1μs          | 1.01    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 160±5ms              | 156±3ms             | 0.97    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 62.8±2ms             | 62.6±4ms            | 1.00    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 186±3ms              | 184±3ms             | 0.99    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 55.4±0.6μs           | 55.8±0.8μs          | 1.01    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 233±6ms              | 226±5ms             | 0.97    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 133±3ms              | 133±2ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 253±9ms              | 252±5ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 373±4μs              | 370±3μs             | 0.99    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 844±10μs             | 851±9μs             | 1.01    | import_iris.Iris.time__concatenate                                                          |
|          | 186±4μs              | 187±5μs             | 1.01    | import_iris.Iris.time__constraints                                                          |
|          | 116±2μs              | 119±2μs             | 1.03    | import_iris.Iris.time__data_manager                                                         |
|          | 101±2μs              | 99.1±2μs            | 0.98    | import_iris.Iris.time__deprecation                                                          |
|          | 164±1μs              | 166±3μs             | 1.02    | import_iris.Iris.time__lazy_data                                                            |
|          | 956±6μs              | 971±10μs            | 1.02    | import_iris.Iris.time__merge                                                                |
|          | 73.8±0.9μs           | 73.9±0.7μs          | 1.00    | import_iris.Iris.time__representation                                                       |
|          | 619±9μs              | 618±10μs            | 1.00    | import_iris.Iris.time_analysis                                                              |
|          | 141±3μs              | 142±2μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 105±0.8μs            | 104±2μs             | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 253±4μs              | 252±4μs             | 0.99    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 187±1μs              | 188±2μs             | 1.01    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 108±2μs              | 109±2μs             | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 142±1μs              | 142±0.8μs           | 1.00    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 327±2μs              | 327±3μs             | 1.00    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.0±1μs             | 91.7±0.7μs          | 1.00    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 205±2μs              | 206±2μs             | 1.01    | import_iris.Iris.time_analysis_maths                                                        |
|          | 93.8±0.9μs           | 94.0±0.9μs          | 1.00    | import_iris.Iris.time_analysis_stats                                                        |
|          | 172±2μs              | 170±1μs             | 0.99    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 319±6μs              | 322±7μs             | 1.01    | import_iris.Iris.time_aux_factory                                                           |
|          | 81.0±2μs             | 79.9±0.4μs          | 0.99    | import_iris.Iris.time_common                                                                |
|          | 162±3μs              | 162±2μs             | 1.00    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.39±0.02ms          | 1.42±0.01ms         | 1.02    | import_iris.Iris.time_common_metadata                                                       |
|          | 178±3μs              | 177±1μs             | 1.00    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.17±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                        |
|          | 248±2μs              | 247±4μs             | 1.00    | import_iris.Iris.time_config                                                                |
|          | 132±0.8μs            | 130±2μs             | 0.99    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 375±10μs             | 377±8μs             | 1.00    | import_iris.Iris.time_coord_systems                                                         |
|          | 810±4μs              | 811±10μs            | 1.00    | import_iris.Iris.time_coords                                                                |
|          | 727±10μs             | 729±10μs            | 1.00    | import_iris.Iris.time_cube                                                                  |
|          | 258±5μs              | 259±4μs             | 1.01    | import_iris.Iris.time_exceptions                                                            |
|          | 74.3±0.2μs           | 74.5±0.4μs          | 1.00    | import_iris.Iris.time_experimental                                                          |
|          | 180±0.8μs            | 178±1μs             | 0.99    | import_iris.Iris.time_fileformats                                                           |
|          | 257±8μs              | 258±2μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.62±0.01ms          | 2.58±0.01ms         | 0.99    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.9±0.4μs           | 75.5±0.3μs          | 0.98    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 114±2μs              | 114±1μs             | 1.01    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 444±3μs              | 437±5μs             | 0.98    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.57±0.04ms          | 4.57±0.05ms         | 1.00    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.1±0.5μs           | 71.8±1μs            | 1.01    | import_iris.Iris.time_fileformats_name                                                      |
|          | 253±4μs              | 252±1μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±1μs              | 112±0.6μs           | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 159±1μs              | 159±2μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 314±4μs              | 310±2μs             | 0.99    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 809±10μs             | 795±7μs             | 0.98    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 172±3μs              | 172±2μs             | 1.00    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±3μs              | 132±2μs             | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 565±5μs              | 566±5μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 225±3μs              | 228±1μs             | 1.01    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.9±0.5μs           | 81.1±1μs            | 1.01    | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±2μs              | 159±1μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±2μs              | 136±2μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.2±0.3μs           | 71.9±0.2μs          | 1.00    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.6±1μs             | 79.1±0.8μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 951±3μs              | 942±10μs            | 0.99    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±2μs              | 136±1μs             | 0.99    | import_iris.Iris.time_io                                                                    |
|          | 183±4μs              | 181±3μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                      |
|          | 207±2μs              | 200±2μs             | 0.97    | import_iris.Iris.time_iris                                                                  |
|          | 126±1μs              | 124±0.7μs           | 0.99    | import_iris.Iris.time_iterate                                                               |
|          | 8.51±0.05ms          | 8.51±0.1ms          | 1.00    | import_iris.Iris.time_palette                                                               |
|          | 1.80±0.03ms          | 1.75±0.03ms         | 0.98    | import_iris.Iris.time_plot                                                                  |
|          | 262±20μs             | 256±20μs            | 0.97    | import_iris.Iris.time_quickplot                                                             |
|          | 2.10±0.03ms          | 2.07±0.01ms         | 0.99    | import_iris.Iris.time_std_names                                                             |
|          | 1.82±0ms             | 1.83±0.02ms         | 1.00    | import_iris.Iris.time_symbols                                                               |
|          | 22.9±2ms             | 21.5±1ms            | 0.94    | import_iris.Iris.time_tests                                                                 |
|          | 239±2μs              | 231±1μs             | 0.97    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.02±0.05ms          | 4.96±0.04ms         | 0.99    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 121±0.4μs            | 120±0.9μs           | 0.99    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.54±0.01ms          | 2.54±0.01ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 526±5μs              | 532±8μs             | 1.01    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 173±1μs              | 173±1μs             | 1.00    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.5±0.4μs           | 99.0±0.4μs          | 0.99    | import_iris.Iris.time_time                                                                  |
|          | 844±9μs              | 845±8μs             | 1.00    | import_iris.Iris.time_util                                                                  |
|          | 87.6±0.5μs           | 87.9±0.8μs          | 1.00    | iterate.IZip.time_izip                                                                      |
|          | 9.69±0.05ms          | 9.63±0.07ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.8±0.2ms           | 16.0±0.7ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.65±0.05ms          | 9.53±0.09ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.70±0.05ms          | 9.72±0.04ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.6±0.07ms          | 13.6±0.4ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.66±0.08ms          | 9.57±0.1ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.46±0.02s           | 1.48±0.01s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.6±0.08ms          | 12.6±0.08ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.45±0.01s           | 1.47±0.03s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.46±0.01s           | 1.47±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.5±0.04ms          | 12.7±0.2ms          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.45±0.01s           | 1.47±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.16±0.03ms          | 5.16±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.4±0.1ms           | 12.3±0.06ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.00±0.03ms          | 4.97±0.1ms          | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.15±0.04ms          | 5.15±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.2±0.06ms          | 12.4±0.07ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.98±0.06ms          | 5.05±0.03ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.8±1ms             | 20.6±0.7ms          | 0.95    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 21.0±0.4ms           | 20.2±0.2ms          | 0.96    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.9±0.4ms           | 11.8±0.6ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.7±2ms             | 28.6±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 80.2±0.6ms           | 79.1±0.9ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.0±0.9ms           | 27.8±1ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 616±10ms             | 622±8ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.47±0.2ms           | 3.26±0.08ms         | 0.94    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 622±20ms             | 622±8ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 616±10ms             | 623±7ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.53±0.2ms           | 3.41±0.06ms         | 0.96    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 628±10ms             | 615±4ms             | 0.98    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.14±0.03ms          | 2.16±0.04ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.32±0.1ms           | 3.41±0.1ms          | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.12±0.04ms          | 2.16±0.05ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.13±0.04ms          | 2.18±0.04ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.36±0.08ms          | 3.37±0.1ms          | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.16±0.05ms          | 2.19±0.04ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 356±2ms              | 351±4ms             | 0.99    | load.ManyCubes.time_many_cube_load                                                          |
|          | 93.1±1ms             | 91.9±0.8ms          | 0.99    | load.ManyVars.time_many_var_load                                                            |
|          | 9.81±0.02ms          | 9.82±0.05ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.77±0.05ms          | 9.81±0.05ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.50±0.02s           | 1.50±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.47±0s              | 1.48±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.18±0.05ms          | 5.21±0.03ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.07±0.03ms          | 5.08±0.03ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.90±0.04ms          | 8.85±0.03ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.52±0.06ms          | 5.51±0.02ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.47±0.01s           | 1.47±0.02s          | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 419±8ms              | 421±3ms             | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.25±0.09ms          | 4.34±0.01ms         | 1.02    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.13±0.07ms          | 4.15±0.02ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 150±2ms              | 153±2ms             | 1.02    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.2±0.6ms           | 15.2±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 150±3ms              | 154±3ms             | 1.03    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.7±0.8ms           | 30.5±0.08ms         | 0.99    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.9±0.4ms           | 15.0±0.08ms         | 1.00    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.1±0.8ms           | 30.4±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.9±0.7ms           | 20.1±0.5ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 49.7±2ms             | 48.9±1ms            | 0.98    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.67±0.4ms           | 9.42±0.08ms         | 0.97    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 17.4±0.5ms           | 16.4±0.2ms          | 0.94    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 20.2±0.3ms           | 20.2±0.7ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 20.8±0.6ms           | 20.8±0.4ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.80±0.2ms           | 9.61±0.2ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.6±0.2ms           | 12.0±0.5ms          | 0.95    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.2±0.7ms           | 21.9±0.5ms          | 0.99    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 60.2±1ms             | 60.1±1ms            | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 22.3±0.5ms           | 21.9±0.3ms          | 0.98    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 24.0±0.7ms           | 22.8±0.7ms          | 0.95    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.33±0.3ms           | 3.26±0.08ms         | 0.98    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.20±0.3ms           | 4.06±0.2ms          | 0.97    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 45.1±2ms             | 42.3±0.9ms          | 0.94    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.00±0.02s           | 990±20ms            | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.25±0.03s           | 1.25±0.03s          | 1.00    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 423±4ms              | 421±4ms             | 1.00    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±6M               | 112±5M              | 1.01    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 32.7±3ms             | 32.2±0.9ms          | 0.98    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.02M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 355±4ns              | 353±3ns             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 158±1ms              | 158±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 767±1k               | 767±2k              | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.4±0.5ms           | 18.7±0.2ms          | 1.01    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.9±0.6ms           | 22.0±0.2ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 820±5k               | 817±5k              | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0.01M           | 24.6±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 106±3ms              | 108±3ms             | 1.02    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 405±9ms              | 407±3ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.49±0.03M           | 1.49±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 69.8±2ms             | 72.1±2ms            | 1.03    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 362±6ms              | 363±3ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.38±0.02M           | 1.37±0.03M          | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.03M           | 96.4±0.05M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.44±0.04ms          | 6.44±0.03ms         | 1.00    | plot.AuxSort.time_aux_sort                                                                  |
|          | 51.9±0.5ms           | 51.0±0.4ms          | 0.98    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 94.5±7ms             | 93.5±6ms            | 0.99    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 52.9±0.6ms           | 51.6±0.4ms          | 0.97    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.1M            | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.45±0.09ms          | 4.45±0.09ms         | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 77.3±0.8ms           | 79.8±2ms            | 1.03    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 23.6±20ms            | 46.4±20ms           | ~1.96   | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 283±4ms              | 273±3ms             | 0.97    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 91.0±0.4ns           | 91.5±0.9ns          | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 59.2±1ms             | 60.6±2ms            | 1.02    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 91.5±0.5ns           | 92.0±0.6ns          | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 245±2ms              | 245±7ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.9±0.4k            | 31.7±0.4k           | 0.99    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.75±0.2M            | 1.79±0.2M           | 1.02    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.4k            | 31.9±0.4k           | 1.01    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 191±30M             | 0.92    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.0±0.6ms           | 39.1±0.4ms          | 1.00    | stats.PearsonR.time_lazy                                                                    |
|          | 9.22±0.2ms           | 9.16±0.3ms          | 0.99    | stats.PearsonR.time_real                                                                    |
|          | 29±0.9M              | 29.3±0.4M           | 1.01    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0M             | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 22.9±0.4ms           | 23.3±1ms            | 1.02    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 57.7±1ms             | 58.7±0.8ms          | 1.02    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 28671392492

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github-actions Bot commented Jul 3, 2026

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⏱️ Performance Benchmark Report: cf9aa4f

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [5d7ca147]    | After [cf9aa4f1]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.0±0.1ms           | 21.1±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.0±0.7ms           | 52.2±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.8±0.4ms           | 35.3±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 168±4ms              | 165±3ms             | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.9±0.1ms           | 23.2±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.7±0.6ms           | 31.6±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.2±0.2ms           | 23.5±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.8±0.6ms           | 31.4±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.8±0.2ms           | 21.1±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.3±0.8ms           | 44.4±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 135±1ms              | 134±2ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 134±4ms              | 136±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.9±0.2ms           | 22.0±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.9±0.8ms           | 48.5±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.2±0.2ms           | 23.2±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.2±0.6ms           | 57.1±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.9±0.2ms           | 20.8±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.3±0.6ms           | 43.9±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0s              | 1.10±0s             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0s              | 1.09±0.02s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 220±3ms              | 222±4ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 375±8ms              | 375±20ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.9±0.2ms           | 22.0±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.3±0.8ms           | 29.8±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.0±0.07ms          | 23.9±2ms            | 1.08    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.3±0.5ms           | 58.1±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.0±0.3ms           | 22.9±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.7±1ms             | 62.5±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.7±0.3ms           | 23.4±2ms            | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.6±1ms             | 59.0±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.81±0.05ms          | 7.81±0.03ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.8±0.9ms           | 21.6±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.5±0.2ms           | 19.3±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 119±1ms              | 121±2ms             | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.18±0.08ms          | 8.08±0.07ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.7±0.6ms           | 19.7±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.14±0.04ms          | 8.02±0.05ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.8±0.4ms           | 20.0±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.65±0.09ms          | 7.67±0.07ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.3±0.6ms           | 20.3±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.4±0.2ms           | 25.2±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.9±0.7ms           | 36.3±2ms            | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.91±0.06ms          | 7.97±0.06ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.6±0.6ms           | 20.5±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.89±0.06ms          | 8.80±0.06ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.6±0.6ms           | 22.8±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.71±0.04ms          | 7.66±0.03ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.2±0.7ms           | 20.1±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 572±2ms              | 574±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 581±1ms              | 581±0.8ms           | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.7±0.6ms           | 45.5±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 134±1ms              | 133±2ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.00±0.03ms          | 7.89±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.4±0.2ms           | 19.2±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.97±0.04ms          | 7.94±0.06ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.9±0.4ms           | 21.7±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.19±0.02ms          | 8.16±0.08ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.6±0.6ms           | 21.7±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.20±0.04ms          | 8.21±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.2±0.6ms           | 21.3±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.4±0.1ms           | 22.2±2ms            | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.5±0.7ms           | 81.8±0.4ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.4±0.1ms           | 22.5±2ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.4±1ms             | 92.9±0.6ms          | 0.98    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.3±0.2ms           | 21.3±2ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 53.5±0.6ms           | 53.3±0.6ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.23±0.06ms          | 8.31±0.03ms         | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.8±0.7ms           | 27.1±0.8ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.02±0.05ms          | 8.04±0.07ms         | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.2±2ms             | 28.1±1ms            | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.83±0.09ms          | 7.87±0.02ms         | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.9±0.7ms           | 21.8±0.3ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 210±0.9ms            | 208±2ms             | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 272±1ms              | 273±1ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.15±0.01ms          | 1.17±0.01ms         | 1.01    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 400±4μs              | 407±3μs             | 1.02    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 2.06±0.02ms          | 2.07±0.02ms         | 1.01    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.44±0.01ms          | 1.45±0.01ms         | 1.00    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 81.2±1ms             | 81.3±0.9ms          | 1.00    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.9±0.3ms           | 25.3±0.7ms          | 1.02    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 93.4±1ms             | 93.1±1ms            | 1.00    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.2±0.4μs           | 17.6±0.2μs          | 1.02    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 85.8±0.9ms           | 85.3±0.9ms          | 0.99    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.4±0.3ms           | 28.8±1ms            | 1.01    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 95.5±1ms             | 95.6±1ms            | 1.00    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.7±0.1μs           | 17.9±0.2μs          | 1.01    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 158±2ms              | 157±3ms             | 0.99    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 62.6±0.7ms           | 62.6±3ms            | 1.00    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 183±2ms              | 182±3ms             | 1.00    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 56.0±0.2μs           | 55.9±0.8μs          | 1.00    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 229±0.7ms            | 230±2ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 135±1ms              | 134±1ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 253±2ms              | 254±3ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 382±10μs             | 377±4μs             | 0.99    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 851±9μs              | 859±10μs            | 1.01    | import_iris.Iris.time__concatenate                                                          |
|          | 190±2μs              | 190±2μs             | 1.00    | import_iris.Iris.time__constraints                                                          |
|          | 119±3μs              | 117±2μs             | 0.99    | import_iris.Iris.time__data_manager                                                         |
|          | 102±0.4μs            | 103±0.6μs           | 1.01    | import_iris.Iris.time__deprecation                                                          |
|          | 167±0.7μs            | 167±2μs             | 1.00    | import_iris.Iris.time__lazy_data                                                            |
|          | 971±7μs              | 974±10μs            | 1.00    | import_iris.Iris.time__merge                                                                |
|          | 75.9±1μs             | 74.4±0.6μs          | 0.98    | import_iris.Iris.time__representation                                                       |
|          | 617±10μs             | 631±10μs            | 1.02    | import_iris.Iris.time_analysis                                                              |
|          | 141±2μs              | 141±2μs             | 1.00    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±1μs              | 107±0.5μs           | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 258±5μs              | 256±4μs             | 0.99    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 190±3μs              | 191±1μs             | 1.00    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±0.9μs            | 110±0.4μs           | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 144±2μs              | 142±1μs             | 0.99    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 334±1μs              | 334±5μs             | 1.00    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.7±1μs             | 93.5±1μs            | 1.01    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 210±2μs              | 207±3μs             | 0.99    | import_iris.Iris.time_analysis_maths                                                        |
|          | 96.4±1μs             | 96.2±0.6μs          | 1.00    | import_iris.Iris.time_analysis_stats                                                        |
|          | 170±3μs              | 169±1μs             | 1.00    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 311±3μs              | 314±5μs             | 1.01    | import_iris.Iris.time_aux_factory                                                           |
|          | 80.8±0.9μs           | 82.6±1μs            | 1.02    | import_iris.Iris.time_common                                                                |
|          | 165±3μs              | 164±3μs             | 1.00    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.41±0.02ms          | 1.42±0.02ms         | 1.01    | import_iris.Iris.time_common_metadata                                                       |
|          | 181±3μs              | 181±2μs             | 1.00    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0.02ms          | 1.18±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                        |
|          | 251±1μs              | 249±4μs             | 0.99    | import_iris.Iris.time_config                                                                |
|          | 135±1μs              | 135±1μs             | 0.99    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 373±5μs              | 374±7μs             | 1.00    | import_iris.Iris.time_coord_systems                                                         |
|          | 800±6μs              | 810±8μs             | 1.01    | import_iris.Iris.time_coords                                                                |
|          | 706±10μs             | 719±10μs            | 1.02    | import_iris.Iris.time_cube                                                                  |
|          | 257±3μs              | 257±5μs             | 1.00    | import_iris.Iris.time_exceptions                                                            |
|          | 75.1±0.3μs           | 75.2±0.3μs          | 1.00    | import_iris.Iris.time_experimental                                                          |
|          | 181±1μs              | 182±0.8μs           | 1.00    | import_iris.Iris.time_fileformats                                                           |
|          | 256±3μs              | 259±4μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.59±0.04ms          | 2.60±0.01ms         | 1.01    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 77.1±0.3μs           | 77.3±2μs            | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 116±2μs              | 117±1μs             | 1.01    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 442±2μs              | 452±6μs             | 1.02    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.52±0.05ms          | 4.54±0.03ms         | 1.01    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 72.2±0.7μs           | 72.5±1μs            | 1.00    | import_iris.Iris.time_fileformats_name                                                      |
|          | 258±2μs              | 258±2μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±0.7μs            | 114±0.7μs           | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 159±1μs              | 159±1μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 317±2μs              | 316±2μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 804±6μs              | 811±10μs            | 1.01    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 179±2μs              | 176±2μs             | 0.99    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±2μs              | 135±5μs             | 1.00    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 576±4μs              | 578±3μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 229±2μs              | 229±3μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.5±0.3μs           | 81.9±0.9μs          | 0.99    | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±0.5μs            | 159±2μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 139±1μs              | 140±3μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.1±0.3μs           | 73.9±0.3μs          | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.6±0.5μs           | 79.1±0.8μs          | 0.99    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 958±9μs              | 960±4μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±1μs              | 138±0.9μs           | 1.00    | import_iris.Iris.time_io                                                                    |
|          | 182±2μs              | 179±1μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                      |
|          | 208±2μs              | 203±2μs             | 0.97    | import_iris.Iris.time_iris                                                                  |
|          | 127±0.9μs            | 127±2μs             | 1.01    | import_iris.Iris.time_iterate                                                               |
|          | 8.62±0.05ms          | 8.74±0.04ms         | 1.01    | import_iris.Iris.time_palette                                                               |
|          | 1.80±0.03ms          | 1.78±0.03ms         | 0.99    | import_iris.Iris.time_plot                                                                  |
|          | 261±20μs             | 261±20μs            | 1.00    | import_iris.Iris.time_quickplot                                                             |
|          | 2.08±0.02ms          | 2.07±0.01ms         | 1.00    | import_iris.Iris.time_std_names                                                             |
|          | 1.86±0.02ms          | 1.86±0.01ms         | 1.00    | import_iris.Iris.time_symbols                                                               |
|          | 92.7±0.6ms           | 92.4±0.8ms          | 1.00    | import_iris.Iris.time_tests                                                                 |
|          | 240±4μs              | 239±0.9μs           | 1.00    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.99±0.03ms          | 5.02±0.03ms         | 1.01    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 123±0.6μs            | 122±0.6μs           | 0.99    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.59±0.01ms          | 2.58±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 531±4μs              | 533±7μs             | 1.00    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 176±2μs              | 174±1μs             | 0.99    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.7±0.6μs           | 99.8±0.6μs          | 1.00    | import_iris.Iris.time_time                                                                  |
|          | 851±5μs              | 845±3μs             | 0.99    | import_iris.Iris.time_util                                                                  |
|          | 88.8±0.6μs           | 88.7±0.6μs          | 1.00    | iterate.IZip.time_izip                                                                      |
|          | 9.86±0.04ms          | 9.92±0.05ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.2±0.4ms           | 16.3±0.07ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.89±0.04ms          | 9.81±0.03ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.93±0.04ms          | 9.92±0.1ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.1±0.2ms           | 13.9±0.07ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.83±0.05ms          | 9.75±0.05ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.51±0.01s           | 1.51±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.9±0.05ms          | 12.9±0.09ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.49±0.01s           | 1.49±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.50±0.01s           | 1.50±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.9±0.05ms          | 12.8±0.04ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.49±0.01s           | 1.47±0.02s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.29±0.02ms          | 5.22±0.01ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.5±0.1ms           | 12.5±0.1ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.11±0.04ms          | 5.11±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.23±0.01ms          | 5.24±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.5±0.03ms          | 12.6±0.05ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.12±0.02ms          | 5.10±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 20.9±1ms             | 20.6±0.9ms          | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 19.8±0.4ms           | 19.7±0.6ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.8±0.9ms           | 11.4±1ms            | 0.97    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.4±1ms             | 28.2±0.6ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 78.9±1ms             | 79.2±0.6ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.2±1ms             | 28.0±1ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 648±1ms              | 650±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.39±0.07ms          | 3.30±0.07ms         | 0.97    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 653±3ms              | 654±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 649±2ms              | 648±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.40±0.07ms          | 3.37±0.07ms         | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 644±3ms              | 645±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.22±0.05ms          | 2.22±0.04ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.36±0.05ms          | 3.29±0.1ms          | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.23±0.07ms          | 2.18±0.04ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.25±0.04ms          | 2.26±0.07ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.33±0.07ms          | 3.37±0.07ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.26±0.06ms          | 2.25±0.02ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 359±4ms              | 361±4ms             | 1.00    | load.ManyCubes.time_many_cube_load                                                          |
|          | 94.3±0.5ms           | 92.6±0.4ms          | 0.98    | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.04ms          | 10.0±0.05ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.91±0.02ms          | 9.97±0.05ms         | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.54±0.01s           | 1.50±0.01s          | 0.97    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.52±0s              | 1.51±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.32±0.02ms          | 5.26±0.04ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.10±0.07ms          | 5.16±0.02ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.12±0.07ms          | 9.03±0.04ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.60±0.02ms          | 5.64±0.05ms         | 1.01    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.50±0.01s           | 1.50±0.01s          | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 428±9ms              | 422±3ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.40±0.01ms          | 4.37±0.03ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.27±0.03ms          | 4.20±0.02ms         | 0.98    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 154±0.6ms            | 154±0.5ms           | 0.99    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.5±0.1ms           | 15.3±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 153±0.7ms            | 154±1ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.7±0.2ms           | 31.1±0.3ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.2±0.2ms           | 15.2±0.05ms         | 1.00    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.8±0.1ms           | 30.9±0.2ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 20.0±0.1ms           | 20.3±0.3ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 50.3±0.6ms           | 49.4±0.4ms          | 0.98    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.63±0.1ms           | 9.59±0.09ms         | 1.00    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.7±0.09ms          | 16.6±0.2ms          | 0.99    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.9±0.08ms          | 20.3±0.4ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.8±0.3ms           | 20.1±0.4ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.60±0.08ms          | 9.56±0.2ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.3±0.3ms           | 12.3±0.1ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.3±0.2ms           | 22.2±0.4ms          | 0.99    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 61.2±1ms             | 61.1±1ms            | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 22.5±0.5ms           | 22.3±0.3ms          | 0.99    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 24.2±0.8ms           | 23.6±0.6ms          | 0.97    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.34±0.1ms           | 3.32±0.08ms         | 0.99    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.20±0.07ms          | 4.25±0.1ms          | 1.01    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 42.7±1ms             | 41.9±0.7ms          | 0.98    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 966±20ms             | 956±20ms            | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.20±0.02s           | 1.21±0.02s          | 1.01    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 428±3ms              | 429±3ms             | 1.00    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 111±6M               | 111±7M              | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 32.1±1ms             | 32.4±0.8ms          | 1.01    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.02M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 357±2ns              | 356±4ns             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 158±2ms              | 157±2ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 767±1k               | 767±2k              | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 19.0±0.08ms          | 18.7±0.1ms          | 0.98    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.1±0.1ms           | 21.8±0.2ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 820±5k               | 817±5k              | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0.01M           | 24.6±0.01M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 109±2ms              | 109±0.4ms           | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 401±1ms              | 403±3ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.45±0.04M           | 1.46±0.04M          | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.04M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 72.2±0.6ms           | 71.7±0.5ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 360±2ms              | 359±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.39±0.03M           | 1.37±0.03M          | 0.98    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.03M           | 96.4±0.01M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.46±0.03ms          | 6.46±0.05ms         | 1.00    | plot.AuxSort.time_aux_sort                                                                  |
|          | 50.9±1ms             | 50.1±0.8ms          | 0.98    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 98.0±7ms             | 96.4±7ms            | 0.98    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 51.4±0.4ms           | 51.7±0.3ms          | 1.01    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.1M             | 107±0.1M            | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.56±0.06ms          | 4.50±0.02ms         | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 78.6±0.5ms           | 78.3±0.5ms          | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 27.4±20ms            | 41.8±30ms           | ~1.53   | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 271±2ms              | 271±3ms             | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 90.5±1ns             | 89.8±0.4ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 60.3±1ms             | 60.2±0.3ms          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 92.0±0.2ns           | 91.9±1ns            | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 238±3ms              | 239±2ms             | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.7±0.5k            | 31.8±0.5k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.8±0.1M             | 1.87±0.1M           | 1.04    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.8±0.4k            | 31.8±0.4k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 225±30M             | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.1±0.3ms           | 38.9±0.2ms          | 1.00    | stats.PearsonR.time_lazy                                                                    |
|          | 8.86±0.1ms           | 8.74±0.07ms         | 0.99    | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.5M            | 29.4±0.6M           | 1.00    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 22.6±0.2ms           | 22.5±0.1ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 58.1±0.3ms           | 58.9±0.6ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 28671392867

@github-actions

github-actions Bot commented Jul 3, 2026

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⏱️ Performance Benchmark Report: cf9aa4f

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [5d7ca147]    | After [cf9aa4f1]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.0±0.2ms           | 21.4±2ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.7±0.4ms           | 52.6±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.8±0.3ms           | 34.9±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 166±2ms              | 171±5ms             | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.1±0.1ms           | 23.1±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.8±0.4ms           | 32.0±0.5ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.0±0.2ms           | 23.5±2ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.6±0.4ms           | 31.6±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.6±0.1ms           | 21.0±2ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.5±0.4ms           | 43.7±0.5ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 134±0.7ms            | 133±0.3ms           | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 137±3ms              | 134±0.8ms           | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.7±0.4ms           | 22.0±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.8±0.5ms           | 47.9±0.5ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.3±0.1ms           | 23.2±2ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 58.1±0.8ms           | 57.2±0.7ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.8±0.1ms           | 20.8±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.6±0.6ms           | 44.2±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.09±0.02s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.09±0.01s           | 1.08±0.01s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 217±6ms              | 221±4ms             | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 392±10ms             | 371±9ms             | 0.95    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.0±0.2ms           | 21.7±2ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.3±0.3ms           | 30.2±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.0±0.1ms           | 22.3±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.8±0.6ms           | 58.1±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.7±0.1ms           | 23.1±2ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.1±0.6ms           | 62.4±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.6±0.1ms           | 22.6±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.7±0.5ms           | 58.6±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.76±0.08ms          | 7.80±0.07ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 22.0±0.5ms           | 21.6±0.4ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.7±0.1ms           | 19.6±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 121±1ms              | 124±2ms             | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.05±0.03ms          | 8.08±0.03ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.9±0.3ms           | 20.1±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.15±0.04ms          | 8.09±0.05ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.4±0.4ms           | 20.0±0.1ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.91±0.1ms           | 7.67±0.05ms         | 0.97    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.3±0.6ms           | 20.4±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.4±0.2ms           | 25.4±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.9±0.5ms           | 36.5±2ms            | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.97±0.06ms          | 7.95±0.06ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.9±0.5ms           | 21.0±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.99±0.09ms          | 8.93±0.06ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.7±0.6ms           | 22.8±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.79±0.04ms          | 7.73±0.06ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.6±0.5ms           | 20.7±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 573±0.9ms            | 574±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 583±0.8ms            | 581±0.5ms           | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 46.2±0.3ms           | 45.8±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 137±2ms              | 139±2ms             | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.97±0.03ms          | 7.98±0.02ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.5±0.3ms           | 19.7±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.94±0.08ms          | 7.89±0.06ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.2±0.3ms           | 22.2±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.22±0.07ms          | 8.13±0.06ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.3±0.6ms           | 22.0±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.25±0.05ms          | 8.20±0.06ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.6±0.7ms           | 21.7±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.2±0.07ms          | 22.9±2ms            | 1.03    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.5±1ms             | 82.7±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.4±0.09ms          | 22.5±2ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.4±0.8ms           | 93.2±0.7ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.1±0.3ms           | 21.0±2ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 53.9±0.6ms           | 53.8±0.5ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.17±0.04ms          | 8.29±0.09ms         | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.4±0.9ms           | 27.9±0.8ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.02±0.1ms           | 8.07±0.03ms         | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.4±0.8ms           | 29.3±2ms            | 1.03    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.98±0.1ms           | 7.82±0.05ms         | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.3±0.5ms           | 22.1±0.4ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 207±2ms              | 208±2ms             | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 273±1ms              | 275±1ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.15±0.01ms          | 1.15±0.01ms         | 1.01    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 402±4μs              | 404±3μs             | 1.01    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 2.05±0.02ms          | 2.03±0.01ms         | 0.99    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.45±0.02ms          | 1.44±0.02ms         | 1.00    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 80.3±1ms             | 82.1±0.7ms          | 1.02    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.8±0.3ms           | 24.9±0.4ms          | 1.01    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 92.2±2ms             | 93.0±1ms            | 1.01    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.7±0.2μs           | 17.5±0.3μs          | 0.99    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 84.6±0.3ms           | 84.6±1ms            | 1.00    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.6±0.4ms           | 30.1±0.9ms          | 1.05    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 96.9±1ms             | 96.2±0.8ms          | 0.99    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.7±0.2μs           | 17.5±0.2μs          | 0.99    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 159±1ms              | 160±3ms             | 1.01    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 63.6±0.9ms           | 65.8±3ms            | 1.03    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 186±2ms              | 187±2ms             | 1.01    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 56.2±0.4μs           | 56.8±0.5μs          | 1.01    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 231±5ms              | 232±5ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 136±2ms              | 138±2ms             | 1.01    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 255±5ms              | 256±2ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 383±4μs              | 382±3μs             | 1.00    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 861±4μs              | 860±9μs             | 1.00    | import_iris.Iris.time__concatenate                                                          |
|          | 191±4μs              | 188±3μs             | 0.98    | import_iris.Iris.time__constraints                                                          |
|          | 119±2μs              | 120±1μs             | 1.01    | import_iris.Iris.time__data_manager                                                         |
|          | 102±0.7μs            | 102±2μs             | 1.01    | import_iris.Iris.time__deprecation                                                          |
|          | 167±0.7μs            | 167±2μs             | 1.00    | import_iris.Iris.time__lazy_data                                                            |
|          | 966±10μs             | 990±10μs            | 1.03    | import_iris.Iris.time__merge                                                                |
|          | 75.8±0.4μs           | 74.8±0.8μs          | 0.99    | import_iris.Iris.time__representation                                                       |
|          | 617±6μs              | 621±8μs             | 1.01    | import_iris.Iris.time_analysis                                                              |
|          | 143±3μs              | 145±2μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±0.9μs            | 106±0.4μs           | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 260±2μs              | 255±3μs             | 0.98    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 191±1μs              | 189±2μs             | 0.99    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±0.7μs            | 111±1μs             | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 142±1μs              | 144±1μs             | 1.02    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 338±2μs              | 335±3μs             | 0.99    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.8±2μs             | 92.9±0.9μs          | 1.01    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 214±4μs              | 213±3μs             | 0.99    | import_iris.Iris.time_analysis_maths                                                        |
|          | 96.4±0.4μs           | 95.5±0.5μs          | 0.99    | import_iris.Iris.time_analysis_stats                                                        |
|          | 170±4μs              | 173±2μs             | 1.02    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 320±5μs              | 322±5μs             | 1.01    | import_iris.Iris.time_aux_factory                                                           |
|          | 81.7±0.3μs           | 82.2±0.9μs          | 1.01    | import_iris.Iris.time_common                                                                |
|          | 165±2μs              | 165±6μs             | 1.00    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.44±0.02ms          | 1.44±0.02ms         | 1.00    | import_iris.Iris.time_common_metadata                                                       |
|          | 180±2μs              | 184±3μs             | 1.02    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.18±0ms             | 1.18±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                        |
|          | 252±2μs              | 252±2μs             | 1.00    | import_iris.Iris.time_config                                                                |
|          | 135±2μs              | 138±3μs             | 1.02    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 381±6μs              | 382±3μs             | 1.00    | import_iris.Iris.time_coord_systems                                                         |
|          | 812±9μs              | 823±10μs            | 1.01    | import_iris.Iris.time_coords                                                                |
|          | 735±10μs             | 737±20μs            | 1.00    | import_iris.Iris.time_cube                                                                  |
|          | 258±4μs              | 259±5μs             | 1.00    | import_iris.Iris.time_exceptions                                                            |
|          | 75.4±0.4μs           | 77.1±0.4μs          | 1.02    | import_iris.Iris.time_experimental                                                          |
|          | 181±1μs              | 182±0.4μs           | 1.00    | import_iris.Iris.time_fileformats                                                           |
|          | 260±4μs              | 261±4μs             | 1.00    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.60±0.02ms          | 2.64±0.02ms         | 1.02    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 77.7±0.4μs           | 77.9±0.3μs          | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 115±1μs              | 116±0.5μs           | 1.01    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 444±1μs              | 449±5μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.67±0.04ms          | 4.61±0.07ms         | 0.99    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.9±0.2μs           | 73.5±1μs            | 1.02    | import_iris.Iris.time_fileformats_name                                                      |
|          | 254±2μs              | 257±3μs             | 1.01    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 115±1μs              | 115±1μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 159±2μs              | 160±0.9μs           | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 314±2μs              | 315±3μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 794±8μs              | 803±10μs            | 1.01    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±2μs              | 177±4μs             | 1.02    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±1μs              | 134±0.9μs           | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 577±4μs              | 577±4μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 230±5μs              | 233±3μs             | 1.01    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.9±0.9μs           | 82.0±0.9μs          | 1.01    | import_iris.Iris.time_fileformats_um                                                        |
|          | 157±0.7μs            | 160±0.8μs           | 1.02    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 143±3μs              | 140±2μs             | 0.98    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.1±0.8μs           | 73.8±0.7μs          | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.7±0.6μs           | 80.7±0.6μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 955±8μs              | 957±7μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±0.9μs            | 140±2μs             | 1.02    | import_iris.Iris.time_io                                                                    |
|          | 180±2μs              | 181±2μs             | 1.01    | import_iris.Iris.time_io_format_picker                                                      |
|          | 207±1μs              | 207±2μs             | 1.00    | import_iris.Iris.time_iris                                                                  |
|          | 126±0.9μs            | 128±0.8μs           | 1.02    | import_iris.Iris.time_iterate                                                               |
|          | 8.74±0.06ms          | 8.67±0.06ms         | 0.99    | import_iris.Iris.time_palette                                                               |
|          | 1.80±0.02ms          | 1.78±0.03ms         | 0.99    | import_iris.Iris.time_plot                                                                  |
|          | 261±20μs             | 263±10μs            | 1.01    | import_iris.Iris.time_quickplot                                                             |
|          | 2.08±0.01ms          | 2.09±0.01ms         | 1.00    | import_iris.Iris.time_std_names                                                             |
|          | 1.86±0.02ms          | 1.88±0.02ms         | 1.01    | import_iris.Iris.time_symbols                                                               |
|          | 105±0.5ms            | 105±1ms             | 1.00    | import_iris.Iris.time_tests                                                                 |
|          | 242±2μs              | 239±2μs             | 0.99    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.06±0.05ms          | 5.02±0.03ms         | 0.99    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 123±0.7μs            | 124±0.6μs           | 1.00    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.60±0.02ms          | 2.60±0.01ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 540±8μs              | 539±4μs             | 1.00    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 176±1μs              | 176±2μs             | 1.00    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 101±0.4μs            | 101±0.6μs           | 1.00    | import_iris.Iris.time_time                                                                  |
|          | 838±4μs              | 844±5μs             | 1.01    | import_iris.Iris.time_util                                                                  |
|          | 89.4±0.2μs           | 89.0±0.5μs          | 1.00    | iterate.IZip.time_izip                                                                      |
|          | 9.94±0.03ms          | 9.99±0.04ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.8±0.3ms           | 16.8±0.5ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.71±0.09ms          | 9.80±0.03ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.95±0.07ms          | 9.78±0.04ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.9±0.1ms           | 13.9±0.07ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.79±0.04ms          | 9.78±0.1ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.51±0.01s           | 1.49±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.9±0.05ms          | 12.9±0.08ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.49±0.01s           | 1.49±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.49±0.02s           | 1.49±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.9±0.1ms           | 12.9±0.2ms          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.51±0.01s           | 1.50±0s             | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.29±0.05ms          | 5.17±0.07ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.6±0.1ms           | 12.5±0.09ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.17±0.02ms          | 5.16±0.04ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.28±0.03ms          | 5.33±0.06ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.6±0.08ms          | 12.8±0.07ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.10±0.03ms          | 5.07±0.02ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 20.7±0.6ms           | 21.2±0.6ms          | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 20.0±0.3ms           | 20.0±0.3ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.6±1ms             | 11.8±0.8ms          | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.6±1ms             | 28.3±0.6ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 79.0±0.3ms           | 80.3±1ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.7±1ms             | 27.9±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 661±4ms              | 662±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.36±0.07ms          | 3.45±0.04ms         | 1.03    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 666±5ms              | 664±4ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 656±2ms              | 656±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.47±0.1ms           | 3.49±0.09ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 652±5ms              | 649±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.27±0.03ms          | 2.23±0.04ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.32±0.06ms          | 3.40±0.09ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.24±0.07ms          | 2.23±0.03ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.28±0.05ms          | 2.29±0.05ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.49±0.2ms           | 3.46±0.09ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.28±0.06ms          | 2.25±0.05ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 362±2ms              | 361±1ms             | 1.00    | load.ManyCubes.time_many_cube_load                                                          |
|          | 94.5±0.5ms           | 93.4±0.6ms          | 0.99    | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.04ms          | 10.1±0.04ms         | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.0±0.06ms          | 9.84±0.03ms         | 0.98    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.52±0.02s           | 1.52±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.51±0.01s           | 1.52±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.31±0.06ms          | 5.31±0.09ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.15±0.02ms          | 5.15±0.03ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.13±0.07ms          | 9.13±0.06ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.66±0.05ms          | 5.59±0.03ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.50±0.01s           | 1.52±0.02s          | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 436±1ms              | 430±2ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.41±0.04ms          | 4.39±0.03ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.27±0.03ms          | 4.22±0.07ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 157±0.5ms            | 154±1ms             | 0.98    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.8±0.1ms           | 15.5±0.4ms          | 0.98    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 155±2ms              | 156±1ms             | 1.00    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.1±0.3ms           | 31.5±0.3ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.3±0.3ms           | 15.2±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.0±0.4ms           | 30.7±0.1ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 20.1±0.1ms           | 20.0±0.2ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 49.9±0.3ms           | 49.5±0.6ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.53±0.06ms          | 9.60±0.2ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.6±0.2ms           | 16.8±0.2ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 20.2±0.1ms           | 20.1±0.4ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 20.2±0.3ms           | 20.0±0.3ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.65±0.09ms          | 9.47±0.2ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.1±0.7ms           | 12.9±0.4ms          | 1.07    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.8±0.3ms           | 22.2±0.4ms          | 0.98    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 61.4±1ms             | 61.4±0.7ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 22.3±0.4ms           | 23.0±0.7ms          | 1.03    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 24.1±0.6ms           | 23.6±0.5ms          | 0.98    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.46±0.3ms           | 3.38±0.1ms          | 0.98    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.34±0.3ms           | 4.47±0.1ms          | 1.03    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 43.1±2ms             | 43.7±2ms            | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 982±20ms             | 984±10ms            | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.21±0.01s           | 1.21±0.02s          | 1.00    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 430±2ms              | 433±3ms             | 1.01    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±6M               | 114±7M              | 1.04    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.4±0.9ms           | 32.3±0.9ms          | 0.97    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.02M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 363±4ns              | 366±3ns             | 1.01    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 158±1ms              | 158±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 767±1k               | 767±2k              | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 19.2±0.2ms           | 19.0±0.1ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.2±0.3ms           | 22.0±0.2ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 820±5k               | 817±4k              | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0.01M           | 24.6±0.01M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 109±0.4ms            | 110±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 401±2ms              | 406±5ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.03M           | 1.47±0.05M          | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.05M           | 96.5±0.04M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 72.8±0.6ms           | 74.7±2ms            | 1.03    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 360±3ms              | 362±3ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.37±0.03M           | 1.39±0.03M          | 1.01    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.04M           | 96.4±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.52±0.1ms           | 6.48±0.04ms         | 0.99    | plot.AuxSort.time_aux_sort                                                                  |
|          | 51.4±1ms             | 52.1±1ms            | 1.01    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 97.4±6ms             | 98.1±6ms            | 1.01    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 53.4±0.8ms           | 53.1±0.7ms          | 0.99    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.1M            | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.61±0.06ms          | 4.50±0.08ms         | 0.98    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 80.3±1ms             | 79.1±0.6ms          | 0.98    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 21.7±10ms            | 26.7±20ms           | ~1.23   | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 277±3ms              | 275±2ms             | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 90.3±0.7ns           | 90.6±0.4ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.4±1ms             | 61.0±0.6ms          | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 92.0±0.5ns           | 91.3±0.4ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 240±2ms              | 241±3ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.4k            | 31.7±0.4k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.8±0.1M             | 1.82±0.1M           | 1.01    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.4k            | 31.9±0.4k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 225±20M             | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.4±0.2ms           | 38.9±0.3ms          | 0.99    | stats.PearsonR.time_lazy                                                                    |
|          | 9.12±0.2ms           | 9.16±0.2ms          | 1.00    | stats.PearsonR.time_real                                                                    |
|          | 29±0.9M              | 29.3±0.4M           | 1.01    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 22.8±0.4ms           | 23.1±0.3ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 58.8±0.7ms           | 59.7±0.8ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 28671392562

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github-actions Bot commented Jul 3, 2026

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⏱️ Performance Benchmark Report: cf9aa4f

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [5d7ca147]    | After [cf9aa4f1]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.4±0.8ms           | 21.2±2ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.9±1ms             | 52.6±0.7ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.2±0.2ms           | 35.3±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 170±6ms              | 165±1ms             | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.0±0.3ms           | 23.3±2ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.9±0.5ms           | 31.1±0.3ms          | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.5±0.5ms           | 23.1±2ms            | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.5±0.6ms           | 31.3±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.7±0.2ms           | 20.8±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.2±0.6ms           | 44.1±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 135±0.4ms            | 135±2ms             | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 140±6ms              | 134±0.9ms           | 0.95    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.5±0.5ms           | 22.3±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.2±0.1ms           | 48.4±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.1±0.1ms           | 23.4±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.5±0.4ms           | 59.2±1ms            | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.8±0.2ms           | 22.1±2ms            | 1.06    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 43.9±0.7ms           | 44.3±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0s              | 1.09±0.02s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.07±0.01s           | 1.07±0s             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 219±3ms              | 223±9ms             | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 376±20ms             | 369±10ms            | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.8±0.2ms           | 22.5±2ms            | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.1±0.7ms           | 30.5±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.1±0.3ms           | 22.2±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.3±0.4ms           | 58.5±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.1±0.3ms           | 23.0±2ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.9±0.7ms           | 61.4±0.6ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.7±0.2ms           | 22.6±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.6±0.6ms           | 58.7±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.71±0.05ms          | 7.73±0.05ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 22.0±0.6ms           | 21.6±0.4ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.5±0.2ms           | 19.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 120±2ms              | 120±2ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.20±0.03ms          | 8.17±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.1±0.2ms           | 19.7±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.19±0.08ms          | 8.23±0.03ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.7±0.3ms           | 20.0±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.59±0.05ms          | 7.67±0.09ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.4±0.6ms           | 20.2±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.6±0.3ms           | 25.6±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 35.1±1ms             | 36.0±2ms            | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.99±0.06ms          | 7.97±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.9±0.6ms           | 20.5±0.3ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.98±0.1ms           | 8.91±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.0±0.6ms           | 22.7±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.72±0.06ms          | 7.67±0.08ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.6±0.6ms           | 20.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 572±2ms              | 571±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 580±1ms              | 579±0.6ms           | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 46.1±0.3ms           | 45.7±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 134±2ms              | 133±3ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.03±0.08ms          | 7.94±0.05ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.5±0.4ms           | 19.7±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.89±0.07ms          | 8.01±0.06ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.7±0.4ms           | 21.9±0.2ms          | 0.96    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.21±0.1ms           | 8.23±0.05ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.3±0.7ms           | 22.1±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.28±0.05ms          | 8.21±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.5±0.6ms           | 21.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.4±0.3ms           | 22.9±2ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.9±0.9ms           | 82.8±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.3±0.2ms           | 22.5±2ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.4±2ms             | 93.9±0.5ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.2±0.2ms           | 21.7±2ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.1±0.7ms           | 54.1±0.6ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.26±0.03ms          | 8.33±0.09ms         | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.8±0.9ms           | 26.9±0.9ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.05±0.1ms           | 8.20±0.09ms         | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.0±1ms             | 28.4±1ms            | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.89±0.05ms          | 7.88±0.09ms         | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.7±1ms             | 22.2±0.6ms          | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 210±2ms              | 207±0.7ms           | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 274±2ms              | 269±2ms             | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.14±0ms             | 1.13±0.01ms         | 0.99    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 398±4μs              | 400±3μs             | 1.01    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 2.06±0.02ms          | 2.05±0.01ms         | 1.00    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.43±0.02ms          | 1.45±0.01ms         | 1.01    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 82.6±1ms             | 82.5±0.6ms          | 1.00    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.6±0.4ms           | 25.0±1ms            | 0.97    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 94.1±1ms             | 92.6±1ms            | 0.98    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.3±0.2μs           | 17.6±0.1μs          | 1.02    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 86.2±2ms             | 85.5±1ms            | 0.99    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.9±0.8ms           | 29.9±1ms            | 1.03    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 97.7±1ms             | 96.6±0.7ms          | 0.99    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.9±0.2μs           | 17.6±0.1μs          | 0.98    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 163±3ms              | 162±3ms             | 0.99    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 63.5±0.4ms           | 64.5±4ms            | 1.02    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 187±0.8ms            | 188±7ms             | 1.01    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 56.0±0.3μs           | 56.1±0.8μs          | 1.00    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 232±2ms              | 230±4ms             | 0.99    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 139±1ms              | 136±3ms             | 0.98    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 262±2ms              | 259±5ms             | 0.99    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 377±2μs              | 377±3μs             | 1.00    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 868±10μs             | 859±8μs             | 0.99    | import_iris.Iris.time__concatenate                                                          |
|          | 189±2μs              | 189±3μs             | 1.00    | import_iris.Iris.time__constraints                                                          |
|          | 118±2μs              | 118±1μs             | 1.00    | import_iris.Iris.time__data_manager                                                         |
|          | 102±1μs              | 102±0.8μs           | 1.00    | import_iris.Iris.time__deprecation                                                          |
|          | 168±1μs              | 167±2μs             | 0.99    | import_iris.Iris.time__lazy_data                                                            |
|          | 979±10μs             | 969±7μs             | 0.99    | import_iris.Iris.time__merge                                                                |
|          | 75.4±0.5μs           | 75.4±0.5μs          | 1.00    | import_iris.Iris.time__representation                                                       |
|          | 624±20μs             | 628±8μs             | 1.01    | import_iris.Iris.time_analysis                                                              |
|          | 141±2μs              | 141±2μs             | 1.00    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±0.9μs            | 106±1μs             | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 256±2μs              | 257±6μs             | 1.01    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±2μs              | 189±1μs             | 1.00    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±1μs              | 110±0.4μs           | 0.99    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 144±0.7μs            | 142±1μs             | 0.99    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 334±2μs              | 337±2μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.2±0.4μs           | 93.4±0.8μs          | 1.02    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 209±2μs              | 212±3μs             | 1.02    | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.6±1μs             | 95.3±1μs            | 1.01    | import_iris.Iris.time_analysis_stats                                                        |
|          | 169±2μs              | 171±2μs             | 1.01    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 319±4μs              | 318±3μs             | 1.00    | import_iris.Iris.time_aux_factory                                                           |
|          | 81.8±1μs             | 81.1±0.2μs          | 0.99    | import_iris.Iris.time_common                                                                |
|          | 164±1μs              | 163±2μs             | 0.99    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.41±0.02ms          | 1.43±0.01ms         | 1.01    | import_iris.Iris.time_common_metadata                                                       |
|          | 183±2μs              | 182±3μs             | 0.99    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.18±0.01ms          | 1.19±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                        |
|          | 255±3μs              | 249±1μs             | 0.98    | import_iris.Iris.time_config                                                                |
|          | 135±0.9μs            | 134±0.7μs           | 1.00    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 379±8μs              | 378±6μs             | 1.00    | import_iris.Iris.time_coord_systems                                                         |
|          | 816±7μs              | 815±4μs             | 1.00    | import_iris.Iris.time_coords                                                                |
|          | 728±40μs             | 720±9μs             | 0.99    | import_iris.Iris.time_cube                                                                  |
|          | 258±2μs              | 256±6μs             | 0.99    | import_iris.Iris.time_exceptions                                                            |
|          | 76.0±0.3μs           | 75.9±0.3μs          | 1.00    | import_iris.Iris.time_experimental                                                          |
|          | 182±0.8μs            | 183±4μs             | 1.01    | import_iris.Iris.time_fileformats                                                           |
|          | 259±3μs              | 259±4μs             | 1.00    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.60±0.02ms          | 2.61±0.01ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 77.5±0.4μs           | 77.9±1μs            | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 116±2μs              | 116±0.6μs           | 1.00    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 441±4μs              | 450±10μs            | 1.02    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.63±0.06ms          | 4.55±0.01ms         | 0.98    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.6±0.3μs           | 72.0±0.4μs          | 0.98    | import_iris.Iris.time_fileformats_name                                                      |
|          | 256±3μs              | 258±3μs             | 1.01    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±0.9μs            | 114±0.9μs           | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 158±2μs              | 162±0.9μs           | 1.02    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 313±2μs              | 316±3μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 808±20μs             | 802±10μs            | 0.99    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 177±2μs              | 174±1μs             | 0.98    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±0.8μs            | 133±1μs             | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 577±5μs              | 576±5μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 231±4μs              | 228±3μs             | 0.99    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.1±0.4μs           | 81.9±0.7μs          | 1.00    | import_iris.Iris.time_fileformats_um                                                        |
|          | 158±0.7μs            | 161±1μs             | 1.02    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 142±2μs              | 138±1μs             | 0.97    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.3±1μs             | 73.5±0.4μs          | 1.02    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.7±0.8μs           | 78.8±0.3μs          | 0.99    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 947±10μs             | 969±10μs            | 1.02    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 138±1μs              | 137±0.8μs           | 1.00    | import_iris.Iris.time_io                                                                    |
|          | 181±3μs              | 182±1μs             | 1.00    | import_iris.Iris.time_io_format_picker                                                      |
|          | 209±2μs              | 204±2μs             | 0.98    | import_iris.Iris.time_iris                                                                  |
|          | 128±1μs              | 127±1μs             | 0.99    | import_iris.Iris.time_iterate                                                               |
|          | 8.75±0.05ms          | 8.72±0.02ms         | 1.00    | import_iris.Iris.time_palette                                                               |
|          | 1.78±0.03ms          | 1.79±0.05ms         | 1.00    | import_iris.Iris.time_plot                                                                  |
|          | 261±20μs             | 261±20μs            | 1.00    | import_iris.Iris.time_quickplot                                                             |
|          | 2.07±0.01ms          | 2.05±0.02ms         | 0.99    | import_iris.Iris.time_std_names                                                             |
|          | 1.86±0.03ms          | 1.86±0ms            | 1.00    | import_iris.Iris.time_symbols                                                               |
|          | 22.7±0.4ms           | 23.3±0.8ms          | 1.03    | import_iris.Iris.time_tests                                                                 |
|          | 238±2μs              | 240±2μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.03±0.03ms          | 5.01±0.02ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 123±0.5μs            | 123±1μs             | 1.00    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.58±0ms             | 2.57±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 540±3μs              | 540±10μs            | 1.00    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 177±1μs              | 175±0.8μs           | 0.99    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 100±0.8μs            | 101±1μs             | 1.00    | import_iris.Iris.time_time                                                                  |
|          | 850±7μs              | 844±9μs             | 0.99    | import_iris.Iris.time_util                                                                  |
|          | 88.4±1μs             | 88.8±0.6μs          | 1.01    | iterate.IZip.time_izip                                                                      |
|          | 9.98±0.1ms           | 9.88±0.02ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 17.4±0.6ms           | 16.5±0.2ms          | 0.95    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.84±0.04ms          | 9.69±0.02ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.0±0.04ms          | 9.88±0.08ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.0±0.4ms           | 13.9±0.1ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.71±0.1ms           | 9.77±0.09ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.53±0.01s           | 1.51±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.9±0.2ms           | 12.8±0.1ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.50±0.01s           | 1.50±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.50±0s              | 1.51±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.8±0.09ms          | 12.8±0.2ms          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.50±0.02s           | 1.49±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.23±0.04ms          | 5.23±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.7±0.3ms           | 12.6±0.07ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.13±0.01ms          | 5.02±0.04ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.26±0.06ms          | 5.24±0.04ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.5±0.05ms          | 12.5±0.2ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.09±0.02ms          | 5.01±0.03ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.2±1ms             | 22.1±0.7ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 21.1±0.8ms           | 21.1±0.6ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.3±1ms             | 12.2±0.8ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.5±1ms             | 29.1±0.9ms          | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 81.0±0.8ms           | 79.8±0.4ms          | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.1±1ms             | 28.6±1ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 668±4ms              | 660±4ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.36±0.2ms           | 3.37±0.1ms          | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 665±7ms              | 663±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 660±3ms              | 658±5ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.52±0.1ms           | 3.57±0.2ms          | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 656±5ms              | 661±4ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.22±0.03ms          | 2.27±0.06ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.32±0.1ms           | 3.37±0.1ms          | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.20±0.04ms          | 2.19±0.03ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.21±0.05ms          | 2.24±0.04ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.48±0.1ms           | 3.44±0.09ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.29±0.05ms          | 2.26±0.04ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 359±2ms              | 361±0.6ms           | 1.00    | load.ManyCubes.time_many_cube_load                                                          |
|          | 94.2±0.8ms           | 94.0±0.9ms          | 1.00    | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.1ms           | 10.0±0.09ms         | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.88±0.1ms           | 9.91±0.1ms          | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.53±0s              | 1.51±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.54±0.01s           | 1.50±0.01s          | 0.98    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.32±0.03ms          | 5.28±0.01ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.24±0.03ms          | 5.15±0.06ms         | 0.98    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.02±0.07ms          | 9.02±0.02ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.61±0.03ms          | 5.53±0.05ms         | 0.98    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.49±0.02s           | 1.51±0.02s          | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 431±0.9ms            | 434±4ms             | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.43±2ms             | 4.38±0.02ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.25±0.05ms          | 4.21±0.04ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 158±1ms              | 156±1ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.4±0.1ms           | 15.7±0.4ms          | 1.02    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 153±0.4ms            | 155±2ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.4±0.3ms           | 31.1±0.4ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.0±0.3ms           | 15.6±0.4ms          | 1.04    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.0±0.3ms           | 30.7±0.3ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 20.1±0.3ms           | 20.4±0.4ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 49.9±0.5ms           | 50.4±0.6ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.81±0.2ms           | 9.61±0.09ms         | 0.98    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 17.2±0.5ms           | 17.3±0.4ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 20.2±0.1ms           | 20.3±0.4ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 20.4±0.5ms           | 20.4±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.64±0.2ms           | 9.69±0.2ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.8±0.7ms           | 12.4±0.8ms          | 0.96    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.2±0.2ms           | 22.3±0.3ms          | 1.01    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 61.3±1ms             | 61.0±0.9ms          | 0.99    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 22.3±0.4ms           | 22.3±0.3ms          | 1.00    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 24.9±0.4ms           | 24.5±0.7ms          | 0.99    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.76±0.1ms           | 3.38±0.09ms         | 0.90    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.81±0.1ms           | 4.24±0.2ms          | 0.88    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 51.6±1ms             | 44.3±4ms            | 0.86    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.03±0.02s           | 1.00±0.02s          | 0.97    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.25±0.03s           | 1.22±0.03s          | 0.98    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 440±6ms              | 430±3ms             | 0.98    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±6M               | 115±4M              | 1.05    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 34.0±1ms             | 32.9±0.8ms          | 0.97    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.02M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 358±5ns              | 352±2ns             | 0.98    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 158±0.9ms            | 159±1ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 767±1k               | 767±2k              | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 19.1±0.4ms           | 18.9±0.2ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.3±0.3ms           | 22.4±0.2ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 820±5k               | 817±5k              | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0.01M           | 24.6±0.01M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 109±0.7ms            | 110±0.7ms           | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 411±10ms             | 414±2ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.05M           | 1.47±0.04M          | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.05M           | 96.5±0.04M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 72.9±2ms             | 72.0±0.8ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 371±5ms              | 368±5ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.38±0.02M           | 1.37±0.03M          | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.03M           | 96.4±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.50±0.03ms          | 6.46±0.06ms         | 0.99    | plot.AuxSort.time_aux_sort                                                                  |
|          | 54.5±1ms             | 53.8±0.6ms          | 0.99    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 108±6ms              | 98.3±6ms            | 0.91    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 54.7±1ms             | 52.4±0.7ms          | 0.96    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.1M             | 107±0.1M            | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.51±0.07ms          | 4.50±0.03ms         | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 79.3±3ms             | 79.6±0.8ms          | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 62.4±20ms            | 41.4±30ms           | ~0.66   | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 280±3ms              | 275±2ms             | 0.98    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 90.5±0.6ns           | 90.6±0.6ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 61.5±0.8ms           | 60.3±0.9ms          | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 91.6±0.5ns           | 91.8±0.4ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 244±3ms              | 244±2ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.7±0.4k            | 31.8±0.5k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.79±0.2M            | 1.9±0.2M            | 1.06    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.3k            | 31.8±0.5k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 191±20M             | 0.85    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.4±0.3ms           | 39.2±1ms            | 1.00    | stats.PearsonR.time_lazy                                                                    |
|          | 9.25±1ms             | 8.99±0.2ms          | 0.97    | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.6M            | 29±1M               | 0.99    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.2±0.4ms           | 22.9±0.4ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 59.5±0.7ms           | 59.7±0.7ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 28671392736

@scitools-ci scitools-ci Bot force-pushed the auto-update-lockfiles branch from 1fcd764 to 0dcb4ef Compare July 4, 2026 00:30
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github-actions Bot commented Jul 4, 2026

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⏱️ Performance Benchmark Report: 7ac915d

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [5d7ca147]    | After [7ac915d9]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.4±0.2ms           | 21.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 54.5±1ms             | 53.0±0.8ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.6±0.7ms           | 35.5±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 178±7ms              | 174±2ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.5±0.6ms           | 23.4±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 32.7±0.7ms           | 33.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.3±0.4ms           | 23.7±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 32.7±0.7ms           | 32.4±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.4±0.5ms           | 21.0±2ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 45.6±1ms             | 45.1±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 140±4ms              | 136±1ms             |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 140±6ms              | 135±1ms             |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.3±0.4ms           | 22.4±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 49.9±0.8ms           | 48.6±0.6ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 24.0±0.4ms           | 23.7±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 59.7±2ms             | 59.1±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.5±0.9ms           | 21.7±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.3±0.9ms           | 44.7±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.10±0.01s           | 1.10±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.07±0s             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 225±5ms              | 222±4ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 385±10ms             | 391±10ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.6±0.3ms           | 23.1±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 31.6±0.2ms           | 31.1±0.5ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.3±0.6ms           | 23.2±2ms            |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.6±1ms             | 59.3±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.7±0.5ms           | 23.3±2ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 64.0±1ms             | 62.8±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.4±0.7ms           | 23.5±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 60.4±1ms             | 58.9±0.9ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.89±0.2ms           | 7.76±0.04ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 23.8±1ms             | 23.0±0.4ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 20.2±0.5ms           | 19.9±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 130±6ms              | 126±5ms             |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.39±0.07ms          | 8.27±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 21.1±0.4ms           | 20.7±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.37±0.2ms           | 8.24±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.7±0.3ms           | 20.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.78±0.06ms          | 7.71±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 21.9±1ms             | 21.0±0.3ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.7±0.6ms           | 26.0±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 36.5±1ms             | 37.0±2ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.90±0.2ms           | 7.99±0.06ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 22.1±3ms             | 21.7±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.93±0.1ms           | 8.97±0.07ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 24.2±0.9ms           | 23.6±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.82±0.07ms          | 7.78±0.05ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 21.7±0.7ms           | 21.0±0.5ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 575±3ms              | 571±0.8ms           |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 583±3ms              | 582±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 46.4±0.3ms           | 46.5±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 141±2ms              | 145±4ms             |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.95±0.2ms           | 7.99±0.05ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.5±0.3ms           | 20.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.09±0.1ms           | 8.17±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 23.3±0.4ms           | 22.8±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.35±0.1ms           | 8.17±0.06ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 23.1±0.7ms           | 22.5±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.27±0.1ms           | 8.23±0.05ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 22.9±1ms             | 22.3±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.7±0.4ms           | 23.1±2ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 84.0±2ms             | 83.5±0.7ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.7±0.7ms           | 22.9±2ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 95.6±2ms             | 94.6±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.4±0.4ms           | 21.5±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.0±1ms             | 54.5±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.31±0.2ms           | 8.42±0.04ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.4±0.9ms           | 28.6±1ms            |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.17±0.05ms          | 8.16±0.04ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.9±0.5ms           | 29.8±1ms            |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.85±0.06ms          | 7.89±0.03ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.8±0.7ms           | 23.0±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 207±2ms              | 209±2ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 273±6ms              | 275±4ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.16±0.02ms          | 1.14±0.01ms         |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 406±3μs              | 397±4μs             |    0.98 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 2.05±0.04ms          | 2.02±0.04ms         |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.45±0.01ms          | 1.45±0.01ms         |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 86.0±1ms             | 87.4±1ms            |    1.02 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.5±0.9ms           | 27.0±0.8ms          |    1.06 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 99.5±2ms             | 99.4±0.5ms          |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.7±0.2μs           | 17.6±0.2μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 90.0±2ms             | 90.1±1ms            |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 30.3±1ms             | 30.6±0.9ms          |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 104±2ms              | 103±1ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.5±0.1μs           | 17.5±0.1μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 168±5ms              | 169±4ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 65.7±2ms             | 69.1±3ms            |    1.05 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 196±10ms             | 204±7ms             |    1.04 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 55.0±0.3μs           | 55.7±1μs            |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 243±10ms             | 247±5ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 140±7ms              | 146±3ms             |    1.04 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 275±10ms             | 283±3ms             |    1.03 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 382±3μs              | 380±3μs             |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 875±30μs             | 884±20μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 197±5μs              | 198±3μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 124±5μs              | 121±3μs             |    0.98 | import_iris.Iris.time__data_manager                                                         |
|          | 102±1μs              | 103±1μs             |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 169±1μs              | 170±2μs             |    1.01 | import_iris.Iris.time__lazy_data                                                            |
|          | 1.01±0.02ms          | 990±20μs            |    0.98 | import_iris.Iris.time__merge                                                                |
|          | 76.3±0.4μs           | 74.2±0.8μs          |    0.97 | import_iris.Iris.time__representation                                                       |
|          | 663±20μs             | 645±10μs            |    0.97 | import_iris.Iris.time_analysis                                                              |
|          | 145±2μs              | 145±3μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 105±0.9μs            | 108±1μs             |    1.03 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 256±7μs              | 261±3μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 197±4μs              | 197±3μs             |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 113±2μs              | 114±2μs             |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 142±1μs              | 144±1μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 342±4μs              | 338±4μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 93.9±0.3μs           | 93.2±0.5μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 213±2μs              | 212±3μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 97.4±0.8μs           | 97.2±0.7μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 174±3μs              | 174±3μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 326±20μs             | 327±20μs            |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 82.8±1μs             | 81.2±1μs            |    0.98 | import_iris.Iris.time_common                                                                |
|          | 169±4μs              | 170±4μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.49±0.05ms          | 1.45±0.02ms         |    0.97 | import_iris.Iris.time_common_metadata                                                       |
|          | 183±7μs              | 184±4μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.20±0.03ms          | 1.19±0.04ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 255±4μs              | 253±5μs             |    0.99 | import_iris.Iris.time_config                                                                |
|          | 136±1μs              | 137±2μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 396±20μs             | 385±10μs            |    0.97 | import_iris.Iris.time_coord_systems                                                         |
|          | 839±30μs             | 836±10μs            |    1    | import_iris.Iris.time_coords                                                                |
|          | 761±40μs             | 808±30μs            |    1.06 | import_iris.Iris.time_cube                                                                  |
|          | 262±6μs              | 260±3μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 77.2±2μs             | 76.3±1μs            |    0.99 | import_iris.Iris.time_experimental                                                          |
|          | 184±2μs              | 182±2μs             |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 274±6μs              | 260±10μs            |    0.95 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.72±0.4ms           | 2.67±0.1ms          |    0.98 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 78.7±0.9μs           | 78.1±1μs            |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 118±2μs              | 118±1μs             |    0.99 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 481±20μs             | 454±9μs             |    0.95 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 5.16±0.4ms           | 4.88±0.1ms          |    0.95 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.8±1μs             | 74.3±1μs            |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 260±6μs              | 259±3μs             |    0.99 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 116±2μs              | 114±0.9μs           |    0.98 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 164±3μs              | 158±1μs             |    0.96 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 320±3μs              | 320±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 841±30μs             | 817±20μs            |    0.97 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 175±6μs              | 179±2μs             |    1.02 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±1μs              | 140±7μs             |    1.04 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 584±10μs             | 580±7μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 233±7μs              | 231±7μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.8±0.4μs           | 82.5±1μs            |    1    | import_iris.Iris.time_fileformats_um                                                        |
|          | 162±0.7μs            | 162±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 143±4μs              | 143±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.4±0.7μs           | 73.4±0.7μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.5±0.5μs           | 79.6±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 963±5μs              | 962±10μs            |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 138±1μs              | 141±0.6μs           |    1.02 | import_iris.Iris.time_io                                                                    |
|          | 183±3μs              | 186±3μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 209±2μs              | 210±2μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 131±1μs              | 131±0.9μs           |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.82±0.1ms           | 9.01±0.2ms          |    1.02 | import_iris.Iris.time_palette                                                               |
|          | 1.83±0.07ms          | 1.80±0.04ms         |    0.98 | import_iris.Iris.time_plot                                                                  |
|          | 278±30μs             | 273±30μs            |    0.98 | import_iris.Iris.time_quickplot                                                             |
|          | 2.22±0.2ms           | 2.13±0.02ms         |    0.96 | import_iris.Iris.time_std_names                                                             |
|          | 1.88±0.01ms          | 1.87±0.01ms         |    0.99 | import_iris.Iris.time_symbols                                                               |
|          | 23.5±1ms             | 23.6±2ms            |    1.01 | import_iris.Iris.time_tests                                                                 |
|          | 243±4μs              | 238±0.7μs           |    0.98 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.26±0.07ms          | 5.07±0.04ms         |    0.96 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 124±0.6μs            | 124±1μs             |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.72±0.05ms          | 2.63±0.03ms         |    0.97 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 545±8μs              | 537±4μs             |    0.99 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 179±1μs              | 179±2μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 103±1μs              | 102±0.8μs           |    0.98 | import_iris.Iris.time_time                                                                  |
|          | 863±9μs              | 867±5μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 89.0±0.5μs           | 89.5±0.9μs          |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 10.1±0.1ms           | 10.5±0.3ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 17.8±0.2ms           | 17.9±0.5ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.97±0.07ms          | 9.97±0.3ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.96±0.3ms           | 10.0±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.8±0.4ms           | 15.3±0.4ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.1±0.05ms          | 10.1±0.4ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.53±0.01s           | 1.52±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 13.6±0.3ms           | 13.4±0.2ms          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.53±0.01s           | 1.51±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.52±0.01s           | 1.53±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 13.6±0.4ms           | 13.4±0.2ms          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.52±0.01s           | 1.52±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.29±0.05ms          | 5.38±0.2ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.8±0.3ms           | 13.1±0.3ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.19±0.05ms          | 5.14±0.1ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.37±0.05ms          | 5.30±0.06ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 13.1±0.2ms           | 13.6±0.2ms          |    1.04 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.17±0.06ms          | 5.24±0.07ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.2±1ms             | 22.6±1ms            |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 21.8±0.5ms           | 22.0±0.7ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 13.2±1ms             | 13.8±0.8ms          |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 29.2±1ms             | 29.1±0.8ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 82.1±0.7ms           | 82.7±0.5ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.6±1ms             | 28.8±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 651±3ms              | 650±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.71±0.2ms           | 3.75±0.2ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 652±2ms              | 656±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 653±2ms              | 649±5ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.73±0.2ms           | 3.84±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 653±4ms              | 648±7ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.30±0.09ms          | 2.27±0.09ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.72±0.2ms           | 3.75±0.04ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.36±0.1ms           | 2.25±0.06ms         |    0.95 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.35±0.06ms          | 2.34±0.05ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.84±0.1ms           | 3.87±0.2ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.37±0.1ms           | 2.31±0.1ms          |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 364±3ms              | 369±4ms             |    1.01 | load.ManyCubes.time_many_cube_load                                                          |
|          | 95.4±0.4ms           | 96.9±0.6ms          |    1.02 | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.1ms           | 10.3±0.08ms         |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.1±0.1ms           | 10.3±0.2ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.53±0.01s           | 1.54±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.52±0.02s           | 1.51±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.40±0.1ms           | 5.31±0.02ms         |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.24±0.2ms           | 5.23±0.1ms          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.29±0.1ms           | 9.15±0.1ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.76±0.2ms           | 5.55±0.06ms         |    0.96 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.51±0.02s           | 1.50±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 436±4ms              | 431±5ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.46±0.05ms          | 4.41±0.05ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.23±0.05ms          | 4.23±0.03ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 158±2ms              | 156±2ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 16.6±0.3ms           | 16.1±0.5ms          |    0.97 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 156±0.8ms            | 156±0.5ms           |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.1±0.4ms           | 31.2±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.7±0.5ms           | 15.9±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.9±0.2ms           | 31.3±0.4ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 21.4±0.8ms           | 21.8±0.4ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 52.4±0.6ms           | 52.6±0.5ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 10.4±0.4ms           | 10.5±0.4ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 18.9±0.7ms           | 18.7±0.4ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 21.4±0.4ms           | 21.5±0.3ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 22.4±0.4ms           | 21.9±0.4ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.92±0.5ms           | 10.4±0.3ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 14.0±0.4ms           | 13.4±0.4ms          |    0.96 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 23.7±0.5ms           | 23.7±0.3ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 65.3±1ms             | 65.0±2ms            |    0.99 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 23.0±0.5ms           | 24.3±0.2ms          |    1.06 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 24.6±1ms             | 25.6±0.5ms          |    1.04 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.97±0.2ms           | 3.98±0.07ms         |    1    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 5.19±0.1ms           | 5.14±0.2ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 55.3±6ms             | 56.4±3ms            |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.10±0.02s           | 1.11±0.04s          |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.30±0.03s           | 1.29±0.02s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 440±4ms              | 452±6ms             |    1.03 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 110±5M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 36.1±2ms             | 36.6±2ms            |    1.01 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 365±2ns              | 368±2ns             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 159±1ms              | 159±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 768±1k               | 767±2k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 19.5±0.3ms           | 19.5±0.3ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.8±0.3ms           | 22.5±0.1ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 819±5k               | 818±5k              |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0.01M           | 24.6±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 115±2ms              | 115±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 423±4ms              | 424±7ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.47±0.05M           | 1.46±0.03M          |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.04M           | 96.5±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 74.5±2ms             | 75.0±1ms            |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 374±5ms              | 377±4ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.39±0.01M           | 1.39±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.04M           | 96.4±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.54±0.2ms           | 6.75±0.1ms          |    1.03 | plot.AuxSort.time_aux_sort                                                                  |
|          | 56.4±2ms             | 56.6±0.8ms          |    1    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 107±7ms              | 100±5ms             |    0.94 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 55.8±0.8ms           | 56.8±1ms            |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.1M             | 107±0.1M            |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.84±0.1ms           | 4.68±0.2ms          |    0.97 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 82.9±0.7ms           | 84.3±2ms            |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 22.6±20ms            | 22.7±10ms           |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 298±4ms              | 297±3ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 90.1±0.2ns           | 92.5±0.9ns          |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 64.0±1ms             | 64.2±0.9ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 92.9±1ns             | 93.3±0.8ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 259±6ms              | 259±5ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.4k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.87±0.1M            | 1.81±0.1M           |    0.97 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.8±0.4k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 190±4M               | 191±20M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.6±0.4ms           | 40.7±0.5ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 9.50±0.2ms           | 9.92±0.2ms          |    1.04 | stats.PearsonR.time_real                                                                    |
|          | 29±1M                | 29±0.7M             |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 25.2±0.3ms           | 25.0±0.2ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.2±0.3ms           | 62.6±1ms            |    1.04 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 28689347893

@scitools-ci scitools-ci Bot force-pushed the auto-update-lockfiles branch from 0dcb4ef to 9f539f8 Compare July 6, 2026 10:15
@codecov

codecov Bot commented Jul 6, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.15%. Comparing base (5d7ca14) to head (9f539f8).

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #7191   +/-   ##
=======================================
  Coverage   90.15%   90.15%           
=======================================
  Files          91       91           
  Lines       24990    24990           
  Branches     4687     4687           
=======================================
  Hits        22529    22529           
  Misses       1683     1683           
  Partials      778      778           

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@github-actions

github-actions Bot commented Jul 6, 2026

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⏱️ Performance Benchmark Report: 7f0ab55

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [5d7ca147]    | After [7f0ab550]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 18.4±0.4ms           | 18.5±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 47.2±1ms             | 47.9±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 30.5±0.6ms           | 30.7±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 149±5ms              | 152±5ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 20.3±0.2ms           | 20.1±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 27.5±1ms             | 27.8±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 20.3±0.2ms           | 21.4±2ms            |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 27.9±0.5ms           | 27.7±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 18.2±0.3ms           | 18.4±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 39.5±1ms             | 39.6±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 118±2ms              | 120±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 119±6ms              | 117±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 18.9±0.1ms           | 19.4±2ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 42.9±1ms             | 43.3±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 20.3±0.08ms          | 20.9±2ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 51.0±0.8ms           | 51.0±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 18.0±0.2ms           | 18.6±2ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 38.5±0.6ms           | 39.7±0.7ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 913±3ms              | 921±8ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 916±8ms              | 914±30ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 161±1ms              | 164±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 278±5ms              | 274±5ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 19.0±0.1ms           | 19.1±3ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 26.1±0.5ms           | 25.9±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 19.2±0.2ms           | 19.3±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 51.8±0.6ms           | 52.0±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 19.8±0.2ms           | 20.0±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 54.6±0.7ms           | 54.5±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 20.0±0.2ms           | 19.8±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 51.6±0.9ms           | 51.1±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 6.60±0.06ms          | 6.60±0.04ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 19.1±0.5ms           | 19.4±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 17.2±0.2ms           | 16.9±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 104±3ms              | 108±4ms             |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 6.93±0.04ms          | 6.94±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 17.0±0.3ms           | 17.3±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 6.97±0.03ms          | 6.92±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 17.1±0.4ms           | 17.4±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 6.51±0.05ms          | 6.41±0.06ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 18.4±0.9ms           | 17.8±0.5ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 22.8±0.3ms           | 22.6±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 31.7±0.9ms           | 32.8±2ms            |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 6.78±0.03ms          | 6.72±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 18.6±0.8ms           | 18.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 7.77±0.02ms          | 7.74±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 20.7±2ms             | 20.4±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 6.54±0.06ms          | 6.48±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 18.1±1ms             | 18.2±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 591±8ms              | 578±6ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 595±5ms              | 595±5ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 35.9±0.1ms           | 35.5±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 113±8ms              | 119±4ms             |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 6.81±0.04ms          | 6.72±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 17.6±0.4ms           | 17.4±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 6.87±0.1ms           | 6.70±0.04ms         |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 19.5±0.5ms           | 19.3±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.01±0.06ms          | 7.06±0.05ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 20.7±1ms             | 19.8±0.4ms          |    0.95 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 7.07±0.1ms           | 7.17±0.07ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 19.6±2ms             | 18.8±0.4ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 19.8±0.5ms           | 20.0±2ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 73.9±2ms             | 74.1±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 19.6±0.2ms           | 19.6±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 85.1±2ms             | 84.3±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 18.7±0.1ms           | 18.8±3ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 48.3±2ms             | 48.3±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 7.10±0.07ms          | 7.02±0.04ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 23.9±1ms             | 23.8±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 6.98±0.04ms          | 6.89±0.03ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 25.7±2ms             | 25.5±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 6.69±0.05ms          | 6.66±0.03ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 19.9±0.6ms           | 19.8±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 150±1ms              | 150±1ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 212±3ms              | 212±9ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 908±4μs              | 916±8μs             |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 322±3μs              | 318±5μs             |    0.99 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.54±0.03ms          | 1.55±0.01ms         |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.11±0ms             | 1.12±0.02ms         |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 78.1±1ms             | 78.8±2ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 22.9±0.7ms           | 22.7±0.8ms          |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 89.2±1ms             | 89.6±1ms            |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 15.1±0.09μs          | 14.9±0.08μs         |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 83.9±2ms             | 81.4±0.5ms          |    0.97 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 26.2±0.7ms           | 26.9±1ms            |    1.03 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 92.7±2ms             | 92.3±0.7ms          |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 15.1±0.1μs           | 15.1±0.1μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 147±5ms              | 147±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 56.5±3ms             | 57.9±4ms            |    1.03 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 175±5ms              | 178±9ms             |    1.02 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 42.0±0.5μs           | 41.9±0.3μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 210±10ms             | 212±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 119±6ms              | 119±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 234±5ms              | 236±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 282±1μs              | 279±2μs             |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 780±10μs             | 781±10μs            |    1    | import_iris.Iris.time__concatenate                                                          |
|          | 156±4μs              | 161±4μs             |    1.03 | import_iris.Iris.time__constraints                                                          |
|          | 84.8±2μs             | 86.1±2μs            |    1.02 | import_iris.Iris.time__data_manager                                                         |
|          | 68.9±0.6μs           | 70.3±0.9μs          |    1.02 | import_iris.Iris.time__deprecation                                                          |
|          | 132±0.5μs            | 130±2μs             |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 858±6μs              | 871±20μs            |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 53.9±0.2μs           | 53.8±0.2μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 607±20μs             | 598±10μs            |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 106±3μs              | 104±1μs             |    0.98 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 70.8±0.4μs           | 71.4±1μs            |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 235±3μs              | 236±3μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 156±4μs              | 161±2μs             |    1.03 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 78.1±2μs             | 79.4±2μs            |    1.02 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 102±1μs              | 100±1μs             |    0.98 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 302±5μs              | 302±1μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 61.3±0.4μs           | 61.2±0.4μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 175±3μs              | 177±1μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 62.1±0.4μs           | 62.8±1μs            |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 136±3μs              | 136±20μs            |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 293±7μs              | 288±9μs             |    0.98 | import_iris.Iris.time_aux_factory                                                           |
|          | 57.2±0.2μs           | 57.7±0.2μs          |    1.01 | import_iris.Iris.time_common                                                                |
|          | 130±5μs              | 130±4μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.28±0.02ms          | 1.28±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 149±3μs              | 149±5μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0.01ms          | 1.16±0.05ms         |    0.99 | import_iris.Iris.time_common_resolve                                                        |
|          | 208±2μs              | 207±2μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 96.1±0.8μs           | 94.8±2μs            |    0.99 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 350±20μs             | 358±20μs            |    1.02 | import_iris.Iris.time_coord_systems                                                         |
|          | 810±10μs             | 838±20μs            |    1.03 | import_iris.Iris.time_coords                                                                |
|          | 745±40μs             | 764±40μs            |    1.03 | import_iris.Iris.time_cube                                                                  |
|          | 214±5μs              | 213±4μs             |    1    | import_iris.Iris.time_exceptions                                                            |
|          | 54.4±0.4μs           | 54.1±0.6μs          |    0.99 | import_iris.Iris.time_experimental                                                          |
|          | 144±2μs              | 142±0.5μs           |    0.98 | import_iris.Iris.time_fileformats                                                           |
|          | 231±9μs              | 231±6μs             |    1    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.61±0.5ms           | 2.60±0.05ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 51.8±1μs             | 51.1±0.3μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 79.4±3μs             | 80.3±1μs            |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 414±9μs              | 409±9μs             |    0.99 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.87±0.1ms           | 4.94±0.4ms          |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 47.6±0.9μs           | 49.2±0.5μs          |    1.03 | import_iris.Iris.time_fileformats_name                                                      |
|          | 230±3μs              | 233±2μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 86.2±1μs             | 84.5±1μs            |    0.98 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 118±4μs              | 124±1μs             |    1.05 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 281±3μs              | 280±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 793±8μs              | 794±5μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 141±2μs              | 142±3μs             |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 94.0±2μs             | 94.5±0.8μs          |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 510±7μs              | 516±10μs            |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 203±3μs              | 207±4μs             |    1.02 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 57.1±0.7μs           | 57.4±0.5μs          |    1    | import_iris.Iris.time_fileformats_um                                                        |
|          | 124±2μs              | 123±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 107±3μs              | 106±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 48.5±0.6μs           | 48.9±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 52.1±1μs             | 51.3±0.6μs          |    0.98 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 946±3μs              | 960±5μs             |    1.02 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 99.5±2μs             | 101±0.7μs           |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 148±6μs              | 145±2μs             |    0.98 | import_iris.Iris.time_io_format_picker                                                      |
|          | 170±3μs              | 168±1μs             |    0.99 | import_iris.Iris.time_iris                                                                  |
|          | 91.4±1μs             | 92.3±1μs            |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 7.27±0.09ms          | 7.32±0.05ms         |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 1.77±0.03ms          | 1.77±0.05ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 254±20μs             | 233±20μs            |    0.92 | import_iris.Iris.time_quickplot                                                             |
|          | 2.19±0.02ms          | 2.15±0.02ms         |    0.98 | import_iris.Iris.time_std_names                                                             |
|          | 1.59±0.02ms          | 1.57±0.01ms         |    0.99 | import_iris.Iris.time_symbols                                                               |
|          | 133±7ms              | 141±6ms             |    1.06 | import_iris.Iris.time_tests                                                                 |
|          | 185±3μs              | 185±1μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.13±0.03ms          | 5.08±0.03ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 92.7±0.4μs           | 92.8±1μs            |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.59±0.03ms          | 2.57±0.01ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 505±6μs              | 503±8μs             |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 136±1μs              | 136±0.8μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 70.6±2μs             | 69.9±0.8μs          |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 856±20μs             | 854±6μs             |    1    | import_iris.Iris.time_util                                                                  |
|          | 73.1±2μs             | 73.1±0.6μs          |    1    | iterate.IZip.time_izip                                                                      |
|          | 8.80±0.06ms          | 8.79±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.1±0.4ms           | 15.2±0.3ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 8.69±0.06ms          | 8.66±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 8.77±0.04ms          | 8.74±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.8±0.1ms           | 12.8±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 8.67±0.03ms          | 8.65±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.29±0.02s           | 1.29±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.7±0.09ms          | 11.7±0.07ms         |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.25±0.01s           | 1.26±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.28±0s              | 1.28±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.7±0.06ms          | 11.7±0.06ms         |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.26±0.01s           | 1.26±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 4.73±0.03ms          | 4.72±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.5±0.03ms          | 11.5±0.1ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.56±0.01ms          | 4.59±0.02ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.73±0.03ms          | 4.74±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.4±0.06ms          | 11.5±0.09ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.58±0.02ms          | 4.59±0.2ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 19.9±1ms             | 20.0±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 18.0±0.8ms           | 18.3±0.8ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 13.0±1ms             | 12.7±1ms            |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 30.0±1ms             | 29.9±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 84.9±1ms             | 86.0±0.8ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.9±1ms             | 28.9±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 559±10ms             | 559±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.12±0.1ms           | 3.02±0.06ms         |    0.97 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 566±5ms              | 570±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 571±4ms              | 576±7ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.07±0.2ms           | 3.11±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 567±8ms              | 572±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.98±0.05ms          | 2.00±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.99±0.06ms          | 3.14±0.2ms          |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.04±0.09ms          | 2.09±0.07ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.09±0.07ms          | 2.08±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.09±0.2ms           | 3.10±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.01±0.08ms          | 2.02±0.07ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 310±2ms              | 311±0.6ms           |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 85.2±0.9ms           | 86.1±0.8ms          |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 8.88±0.03ms          | 8.88±0.05ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 8.79±0.04ms          | 8.77±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.29±0.01s           | 1.29±0s             |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.27±0s              | 1.28±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 4.77±0.02ms          | 4.79±0.03ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 4.63±0.01ms          | 4.63±0.01ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.02±0.05ms          | 8.07±0.05ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.10±0.03ms          | 5.11±0.01ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.27±0s              | 1.27±0s             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 367±3ms              | 366±2ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 3.96±0.02ms          | 3.94±0.01ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 3.88±0.02ms          | 3.88±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 133±0.6ms            | 135±1ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 13.9±0.09ms          | 13.9±0.09ms         |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 134±1ms              | 133±0.7ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 27.2±0.09ms          | 27.4±0.08ms         |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 13.6±0.1ms           | 13.8±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 26.6±0.2ms           | 26.7±0.08ms         |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 18.2±0.5ms           | 18.4±0.6ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 45.4±1ms             | 48.0±2ms            |    1.06 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.94±0.2ms           | 8.92±0.07ms         |    1    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.9±0.7ms           | 15.9±0.1ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.1±0.4ms           | 18.6±0.4ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 18.1±0.6ms           | 18.2±0.3ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.93±0.09ms          | 9.06±0.2ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.6±0.4ms           | 11.9±0.3ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 19.9±0.3ms           | 19.9±0.2ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 55.7±1ms             | 57.2±1ms            |    1.03 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 19.9±0.2ms           | 19.9±0.3ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 21.8±0.3ms           | 22.1±0.7ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.09±0.2ms           | 3.10±0.08ms         |    1    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.82±0.1ms           | 3.88±0.1ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 48.1±1ms             | 47.0±2ms            |    0.98 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.14±0.02s           | 1.14±0.03s          |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.13±0.01s           | 1.13±0.01s          |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 377±7ms              | 382±2ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 112±6M              |    1.02 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 28.7±2ms             | 26.8±1ms            |    0.93 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 372±3ns              | 363±3ns             |    0.98 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 151±7ms              | 148±2ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 767±1k               | 767±2k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.7±0.1ms           | 16.7±0.2ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 20.0±0.3ms           | 19.8±0.2ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 818±4k               | 817±5k              |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0.01M           | 24.6±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 95.5±2ms             | 96.4±1ms            |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 366±2ms              | 368±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.05M           | 1.47±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.04M           | 96.5±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 65.1±0.3ms           | 65.6±1ms            |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 333±3ms              | 331±2ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.37±0.02M           | 1.35±0.04M          |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.05M           | 96.4±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.47±0.06ms          | 6.53±0.07ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 47.4±1ms             | 47.8±0.4ms          |    1.01 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 86.7±8ms             | 88.7±7ms            |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 53.6±0.6ms           | 53.8±0.5ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.1M            |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.47±0.06ms          | 4.42±0.03ms         |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 69.8±1ms             | 70.0±0.8ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 70.3±20ms            | 74.2±10ms           |    1.06 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 245±1ms              | 246±4ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 95.2±3ns             | 97.4±0.9ns          |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 53.1±0.7ms           | 52.7±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 97.7±2ns             | 93.7±3ns            |    0.96 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 214±2ms              | 220±4ms             |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.7±0.5k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.89±0.1M            | 1.75±0.2M           |    0.93 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.8±0.3k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 208±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 35.6±0.4ms           | 35.8±0.2ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 8.02±0.1ms           | 8.22±0.2ms          |    1.03 | stats.PearsonR.time_real                                                                    |
|          | 29±0.3M              | 29.7±0.5M           |    1.02 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 20.9±0.2ms           | 22.2±0.7ms          |    1.06 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 55.9±0.2ms           | 56.5±0.9ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

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