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@scitools-ci scitools-ci bot commented May 24, 2025

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 May 24, 2025
@github-actions github-actions bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label May 24, 2025
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codecov bot commented May 24, 2025

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.82%. Comparing base (8dea269) to head (1fd6dab).

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #6474   +/-   ##
=======================================
  Coverage   89.82%   89.82%           
=======================================
  Files          90       90           
  Lines       23782    23782           
  Branches     4427     4427           
=======================================
  Hits        21361    21361           
  Misses       1672     1672           
  Partials      749      749           

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⏱️ Performance Benchmark Report: cf8a827

Performance shifts
| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                              |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------|
| -        | 71.1±5ms             | 57.8±1ms            |    0.81 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid |
| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 4.12±0.02ms          | 6.03±0.9ms          |    1.46 | load.ugrid.DataRealisation.time_realise_data(200000) |
Full benchmark results

Benchmarks that have improved:

| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                              |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------|
| -        | 71.1±5ms             | 57.8±1ms            |    0.81 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid |

Benchmarks that have stayed the same:

| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.9±0.4ms           | 20.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.0±0.6ms           | 51.9±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.1±0.6ms           | 34.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 162±3ms              | 163±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.6±0.7ms           | 23.3±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.6±0.3ms           | 31.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.0±0.4ms           | 22.9±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.7±0.2ms           | 31.4±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.8±0.3ms           | 21.0±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 43.2±0.5ms           | 43.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 124±1ms              | 125±0.8ms           |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 123±2ms              | 124±0.7ms           |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.0±0.2ms           | 22.4±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.0±0.7ms           | 47.5±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 22.9±0.4ms           | 24.0±0.1ms          |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 55.5±0.9ms           | 56.8±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.6±0.3ms           | 20.9±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 43.1±0.5ms           | 43.8±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.08±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0.01s           | 1.07±0s             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 210±3ms              | 218±3ms             |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 333±10ms             | 339±7ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.0±0.2ms           | 22.2±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 28.8±0.2ms           | 29.5±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.3±0.2ms           | 22.3±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.1±0.5ms           | 58.5±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.6±0.4ms           | 23.2±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 60.3±0.5ms           | 60.2±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.6±0.3ms           | 23.0±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 56.7±0.5ms           | 56.7±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.70±0.09ms          | 7.74±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.0±0.2ms           | 21.4±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.5±0.2ms           | 19.9±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 120±1ms              | 123±1ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.12±0.09ms          | 8.21±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.1±0.2ms           | 19.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.95±0.09ms          | 8.12±0.07ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.0±0.3ms           | 19.3±0.05ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.49±0.1ms           | 7.69±0.07ms         |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.5±0.2ms           | 19.9±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.0±0.2ms           | 24.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.1±0.6ms           | 33.7±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.78±0.09ms          | 7.91±0.09ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 19.9±0.3ms           | 20.3±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.22±0.1ms           | 9.19±0.04ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.4±0.2ms           | 22.5±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.62±0.06ms          | 7.61±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.6±0.2ms           | 19.9±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 530±3ms              | 526±0.4ms           |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 536±6ms              | 535±5ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.6±0.7ms           | 46.0±0.6ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 129±1ms              | 131±0.9ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.80±0.05ms          | 7.94±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.0±0.2ms           | 18.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.01±0.07ms          | 8.07±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.4±0.2ms           | 21.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.97±0.1ms           | 8.14±0.05ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.2±0.3ms           | 21.4±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 7.99±0.08ms          | 8.20±0.04ms         |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 20.6±0.2ms           | 20.8±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 21.9±0.1ms           | 22.4±0.4ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 80.7±0.8ms           | 81.2±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.1±0.3ms           | 22.4±0.4ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 92.6±1ms             | 92.9±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.4±0.3ms           | 21.3±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 53.3±0.6ms           | 54.6±0.6ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.14±0.1ms           | 8.23±0.05ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 25.6±0.2ms           | 26.6±0.4ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.87±0.1ms           | 8.05±0.04ms         |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.4±0.5ms           | 28.0±0.6ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.68±0.1ms           | 7.88±0.1ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.4±0.4ms           | 21.9±0.1ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 211±3ms              | 212±2ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 265±3ms              | 268±2ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.13±0.02ms          | 1.15±0.01ms         |    1.02 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 393±4μs              | 397±5μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 942±10μs             | 950±9μs             |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 570±5μs              | 574±7μs             |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 81.1±1ms             | 82.2±2ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.3±0.4ms           | 26.6±1ms            |    1.09 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 94.9±1ms             | 96.1±2ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.2±0.3μs           | 17.5±0.3μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 82.7±1ms             | 84.1±2ms            |    1.02 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.9±0.4ms           | 26.0±0.8ms          |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 97.3±2ms             | 98.2±1ms            |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.1±0.3μs           | 17.6±0.2μs          |    1.03 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 163±2ms              | 165±1ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 64.9±0.4ms           | 65.9±0.7ms          |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 190±1ms              | 193±0.7ms           |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.9±0.6μs           | 53.7±0.4μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 228±1ms              | 231±2ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 131±0.8ms            | 133±1ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 258±2ms              | 261±1ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.2±0.5μs           | 55.2±0.5μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 797±10μs             | 804±20μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 182±1μs              | 184±1μs             |    1.01 | import_iris.Iris.time__constraints                                                          |
|          | 115±0.7μs            | 115±1μs             |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 90.2±2μs             | 92.6±0.7μs          |    1.03 | import_iris.Iris.time__deprecation                                                          |
|          | 159±1μs              | 162±3μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 905±6μs              | 911±6μs             |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 74.7±0.5μs           | 75.2±0.2μs          |    1.01 | import_iris.Iris.time__representation                                                       |
|          | 605±7μs              | 620±6μs             |    1.03 | import_iris.Iris.time_analysis                                                              |
|          | 136±0.7μs            | 140±0.8μs           |    1.03 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±1μs              | 106±2μs             |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 242±1μs              | 248±1μs             |    1.03 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 185±2μs              | 189±2μs             |    1.02 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 108±0.5μs            | 110±1μs             |    1.02 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±2μs              | 137±0.8μs           |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 318±3μs              | 324±5μs             |    1.02 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 89.7±0.4μs           | 92.6±0.8μs          |    1.03 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 207±0.8μs            | 210±2μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 92.9±0.5μs           | 94.9±2μs            |    1.02 | import_iris.Iris.time_analysis_stats                                                        |
|          | 169±4μs              | 171±2μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 313±3μs              | 312±4μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 80.6±0.4μs           | 81.0±0.08μs         |    1    | import_iris.Iris.time_common                                                                |
|          | 157±0.5μs            | 159±1μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.36±0.01ms          | 1.36±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 167±0.5μs            | 169±3μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.17±0.01ms         |    1.01 | import_iris.Iris.time_common_resolve                                                        |
|          | 196±3μs              | 198±1μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 126±2μs              | 128±2μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 379±5μs              | 382±4μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 756±8μs              | 762±10μs            |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 639±7μs              | 643±8μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 249±2μs              | 244±1μs             |    0.98 | import_iris.Iris.time_exceptions                                                            |
|          | 74.4±0.6μs           | 75.5±0.2μs          |    1.02 | import_iris.Iris.time_experimental                                                          |
|          | 180±0.4μs            | 181±0.8μs           |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 252±4μs              | 255±3μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.64±0.01ms          | 2.66±0.03ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 74.7±0.8μs           | 76.8±0.9μs          |    1.03 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 111±0.7μs            | 113±0.6μs           |    1.02 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 427±4μs              | 426±4μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.66±0.04ms          | 4.67±0.02ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.1±0.3μs           | 72.4±0.8μs          |    1.02 | import_iris.Iris.time_fileformats_name                                                      |
|          | 247±3μs              | 246±1μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±0.9μs            | 115±2μs             |    1.02 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 118±1μs              | 120±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 204±2μs              | 210±2μs             |    1.03 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 793±5μs              | 799±8μs             |    1.01 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±0.7μs            | 178±2μs             |    1.02 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±3μs              | 134±0.4μs           |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 537±3μs              | 541±5μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 217±0.9μs            | 223±3μs             |    1.02 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.0±0.3μs           | 81.3±0.3μs          |    1.02 | import_iris.Iris.time_fileformats_um                                                        |
|          | 156±3μs              | 157±1μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 134±1μs              | 136±1μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.0±0.2μs           | 72.6±0.2μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 77.4±0.8μs           | 81.8±2μs            |    1.06 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 963±10μs             | 973±10μs            |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 135±0.7μs            | 138±3μs             |    1.02 | import_iris.Iris.time_io                                                                    |
|          | 175±2μs              | 176±1μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 207±3μs              | 208±5μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 124±3μs              | 126±0.6μs           |    1.02 | import_iris.Iris.time_iterate                                                               |
|          | 8.07±0.09ms          | 8.22±0.04ms         |    1.02 | import_iris.Iris.time_palette                                                               |
|          | 1.75±0.01ms          | 1.78±0.01ms         |    1.02 | import_iris.Iris.time_plot                                                                  |
|          | 218±4μs              | 219±2μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.14±0.04ms          | 2.19±0.01ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.80±0.01ms          | 1.84±0.02ms         |    1.02 | import_iris.Iris.time_symbols                                                               |
|          | 32.6±0.3ms           | 34.4±1ms            |    1.05 | import_iris.Iris.time_tests                                                                 |
|          | 251±0.6μs            | 251±1μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.06±0.02ms          | 5.08±0.04ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 116±0.3μs            | 117±0.4μs           |    1.01 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.72±0ms             | 2.72±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.28±0.01ms          | 1.30±0ms            |    1.02 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 166±0.3μs            | 169±2μs             |    1.02 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 96.1±0.4μs           | 100.0±0.9μs         |    1.04 | import_iris.Iris.time_time                                                                  |
|          | 345±3μs              | 352±9μs             |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 71.6±0.8μs           | 74.7±2μs            |    1.04 | iterate.IZip.time_izip                                                                      |
|          | 9.41±0.2ms           | 9.60±0.1ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.0±0.04ms          | 15.2±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.59±0.1ms           | 9.65±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.51±0.1ms           | 9.58±0.3ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.8±0.1ms           | 12.8±0.08ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.64±0.1ms           | 9.72±0.06ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.42±0.01s           | 1.43±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.7±0.06ms          | 11.7±0.3ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.43±0.01s           | 1.44±0.03s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.40±0.01s           | 1.42±0.03s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.6±0.08ms          | 11.7±0.1ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.41±0.01s           | 1.44±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.04±0.03ms          | 5.12±0.1ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.4±0.02ms          | 11.6±0.1ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.13±0.02ms          | 5.07±0.08ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.01±0.06ms          | 5.12±0.06ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.4±0.04ms          | 11.4±0.05ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.00±0.07ms          | 5.10±0.1ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.8±1ms             | 22.0±1ms            |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 26.9±0.1ms           | 27.0±0.1ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.4±1ms             | 12.1±0.8ms          |    1.07 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.6±1ms             | 28.0±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 81.6±0.6ms           | 69.9±3ms            |    0.86 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.5±0.6ms           | 27.5±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 585±1ms              | 587±1ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.29±0.08ms          | 3.35±0.08ms         |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 587±3ms              | 588±1ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 596±2ms              | 598±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.40±0.09ms          | 3.38±0.06ms         |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 591±2ms              | 594±1ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.99±0.03ms          | 2.08±0.06ms         |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.26±0.04ms          | 3.34±0.07ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.00±0.05ms          | 2.10±0.05ms         |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.02±0.07ms          | 2.15±0.05ms         |    1.07 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.38±0.06ms          | 3.40±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.01±0.05ms          | 2.03±0.01ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 331±3ms              | 333±4ms             |    1.01 | load.ManyCubes.time_many_cube_load                                                          |
|          | 84.9±1ms             | 85.7±1ms            |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 9.52±0.07ms          | 9.74±0.2ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.63±0.1ms           | 9.77±0.2ms          |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.41±0.02s           | 1.43±0.01s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.44±0.02s           | 1.45±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.07±0.07ms          | 5.18±0.09ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.06±0.03ms          | 5.17±0.08ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.72±0.1ms           | 8.75±0.04ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.44±0.04ms          | 5.63±0.1ms          |    1.03 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.39±0.01s           | 1.42±0.02s          |    1.03 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 404±6ms              | 417±5ms             |    1.03 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.20±0.05ms          | 4.30±0.06ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.08±0.02ms          | 4.14±0.05ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 155±2ms              | 155±3ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.4±0.1ms           | 14.7±0.2ms          |    1.02 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 156±1ms              | 161±4ms             |    1.03 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.9±0.3ms           | 31.9±0.5ms          |    1.03 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.3±0.04ms          | 14.2±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.5±0.3ms           | 32.3±0.3ms          |    1.03 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 14.5±0.2ms           | 15.0±0.3ms          |    1.03 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 43.9±0.8ms           | 43.6±0.7ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.77±0.2ms           | 8.70±0.2ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.3±0.6ms           | 15.4±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 14.7±0.1ms           | 14.8±0.2ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.5±0.3ms           | 14.9±0.4ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.75±0.1ms           | 8.73±0.08ms         |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.0±0.2ms           | 11.4±0.3ms          |    1.04 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 15.7±0.2ms           | 15.9±0.2ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 53.6±0.7ms           | 54.5±1ms            |    1.02 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 15.6±0.2ms           | 16.1±0.3ms          |    1.03 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.3±0.2ms           | 16.6±0.3ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.19±0.08ms          | 3.19±0.03ms         |    1    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 34.0±0.4ms           | 34.5±1ms            |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 764±4ms              | 765±20ms            |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.53±0.04s           | 1.53±0.03s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 421±6ms              | 422±3ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 111±5M               | 116±5M              |    1.05 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 35.7±1ms             | 29.8±1ms            |    0.83 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.02M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 363±8ns              | 361±3ns             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 197±2ms              | 196±1ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 772±0.5k            |    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)      |
|          | 16.0±0.1ms           | 16.2±0.09ms         |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.2±0.2ms           | 19.5±0.2ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.04M           | 1.27±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.04M             | 25±0.04M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 112±1ms              | 113±0.8ms           |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 562±3ms              | 568±2ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.47±0.08M           | 1.49±0.03M          |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 72.9±1ms             | 73.6±0.5ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 522±2ms              | 525±3ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.46±0.03M           | 1.46±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.02M           | 96.5±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)                 |
|          | 6.78±0.08ms          | 6.73±0.03ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 76.9±4ms             | 79.4±5ms            |    1.03 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 102±6ms              | 103±7ms             |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 107±0.06M            | 107±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.54±0.01ms          | 4.66±0.03ms         |    1.03 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 77.3±0.4ms           | 78.1±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.5±0.8ms           | 41.4±0.6ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 468±9ms              | 466±4ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.6±1ns             | 87.3±0.6ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 60.5±0.4ms           | 61.0±0.3ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.2±0.9ns           | 87.0±0.6ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 413±3ms              | 411±2ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±0.4k            | 31.6±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.78±0.1M            | 1.87±0.1M           |    1.05 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.6±0.4k            | 31.6±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 190±9M              |    0.85 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.6±0.5ms           | 38.8±0.4ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 8.82±0.09ms          | 9.03±0.2ms          |    1.02 | stats.PearsonR.time_real                                                                    |
|          | 29.1±0.9M            | 29.4±1M             |    1.01 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.7±0.3ms           | 24.3±0.2ms          |    1.03 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 58.9±0.4ms           | 59.6±0.5ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Benchmarks that have got worse:

| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 4.12±0.02ms          | 6.03±0.9ms          |    1.46 | load.ugrid.DataRealisation.time_realise_data(200000) |

Generated by GHA run 15221297266

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⏱️ Performance Benchmark Report: cf8a827

Performance shifts
| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                              |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------|
| -        | 70.7±5ms             | 58.5±0.4ms          |    0.83 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid |
| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 5.06±0.2ms           | 6.38±0.3ms          |    1.26 | load.ugrid.DataRealisation.time_realise_data(200000) |
Full benchmark results

Benchmarks that have improved:

| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                              |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------|
| -        | 70.7±5ms             | 58.5±0.4ms          |    0.83 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid |

Benchmarks that have stayed the same:

| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.6±0.4ms           | 21.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 53.0±0.6ms           | 52.5±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.5±0.5ms           | 35.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 164±3ms              | 165±3ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.2±0.4ms           | 23.0±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.6±0.4ms           | 31.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.4±0.6ms           | 23.6±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 32.2±0.4ms           | 32.2±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.0±0.4ms           | 21.0±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.8±0.5ms           | 44.6±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 126±0.7ms            | 128±1ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±2ms              | 127±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.5±0.3ms           | 22.2±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.1±0.5ms           | 47.8±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.8±0.2ms           | 24.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.6±0.5ms           | 57.7±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.0±0.3ms           | 21.4±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.5±0.5ms           | 44.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.10±0.01s           | 1.09±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.09±0.01s           | 1.07±0s             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 219±4ms              | 217±3ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 344±4ms              | 358±9ms             |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.4±0.3ms           | 22.1±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.7±0.2ms           | 29.8±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.7±0.4ms           | 22.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.9±1ms             | 59.4±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.4±0.4ms           | 23.9±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.2±0.4ms           | 62.1±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.5±0.5ms           | 23.4±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.6±1ms             | 58.2±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.81±0.07ms          | 7.66±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.5±0.5ms           | 21.4±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.7±0.3ms           | 19.8±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 122±2ms              | 124±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.29±0.2ms           | 8.25±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.7±0.3ms           | 19.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.03±0.05ms          | 7.99±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.9±0.2ms           | 19.7±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.72±0.07ms          | 7.78±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.2±0.1ms           | 20.3±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.2±0.7ms           | 24.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.5±1ms             | 34.3±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.00±0.09ms          | 7.90±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.8±0.3ms           | 20.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.28±0.07ms          | 9.30±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.2±0.3ms           | 23.3±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.88±0.1ms           | 7.67±0.1ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.5±0.3ms           | 20.3±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 531±3ms              | 528±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 536±1ms              | 542±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 46.5±0.8ms           | 45.8±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 136±3ms              | 132±2ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.97±0.08ms          | 7.93±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.7±0.3ms           | 19.5±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.20±0.2ms           | 8.16±0.09ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.8±0.3ms           | 22.7±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.26±0.1ms           | 8.17±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.0±0.3ms           | 21.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.32±0.08ms          | 8.37±0.06ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.8±0.3ms           | 21.5±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 23.0±0.5ms           | 23.1±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 83.7±1ms             | 82.6±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 23.3±0.9ms           | 23.0±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 95.3±1ms             | 95.3±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.6±0.3ms           | 21.7±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.9±1ms             | 55.8±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.44±0.06ms          | 8.39±0.08ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.6±0.6ms           | 26.9±0.3ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.11±0.04ms          | 8.12±0.1ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.4±0.8ms           | 28.6±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.06±0.1ms           | 7.86±0.1ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.7±0.4ms           | 22.7±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 221±2ms              | 217±2ms             |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 276±5ms              | 276±1ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.13±0.02ms          | 1.14±0.02ms         |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 393±4μs              | 407±4μs             |    1.03 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 955±20μs             | 971±6μs             |    1.02 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 572±7μs              | 569±10μs            |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.3±2ms             | 86.0±1ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 26.2±0.7ms           | 25.8±1ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 98.4±1ms             | 98.0±1ms            |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.7±0.2μs           | 17.7±0.5μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 87.7±3ms             | 87.0±2ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.9±0.6ms           | 26.9±1ms            |    0.96 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 99.3±2ms             | 99.4±0.7ms          |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.8±0.2μs           | 17.4±0.5μs          |    0.98 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 171±5ms              | 172±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 67.2±3ms             | 67.5±0.9ms          |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 199±5ms              | 196±3ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 54.7±0.7μs           | 53.5±0.6μs          |    0.98 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 245±3ms              | 242±3ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 141±4ms              | 140±2ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 277±6ms              | 269±6ms             |    0.97 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.9±0.7μs           | 54.9±0.4μs          |    0.98 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 828±10μs             | 801±10μs            |    0.97 | import_iris.Iris.time__concatenate                                                          |
|          | 185±0.7μs            | 189±3μs             |    1.02 | import_iris.Iris.time__constraints                                                          |
|          | 114±1μs              | 113±2μs             |    0.99 | import_iris.Iris.time__data_manager                                                         |
|          | 92.3±0.4μs           | 92.5±2μs            |    1    | import_iris.Iris.time__deprecation                                                          |
|          | 164±1μs              | 168±5μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 930±10μs             | 927±10μs            |    1    | import_iris.Iris.time__merge                                                                |
|          | 74.5±0.2μs           | 75.6±0.6μs          |    1.01 | import_iris.Iris.time__representation                                                       |
|          | 613±10μs             | 611±7μs             |    1    | import_iris.Iris.time_analysis                                                              |
|          | 138±3μs              | 138±0.6μs           |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±1μs              | 106±1μs             |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 247±0.8μs            | 247±0.9μs           |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 193±4μs              | 188±3μs             |    0.97 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±1μs              | 110±2μs             |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±1μs              | 135±3μs             |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 322±4μs              | 326±5μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.4±2μs             | 92.7±1μs            |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 213±9μs              | 212±3μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.9±0.7μs           | 95.0±1μs            |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 172±2μs              | 169±2μs             |    0.98 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 317±7μs              | 316±4μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 82.5±0.8μs           | 82.4±0.5μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 160±3μs              | 160±1μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.39±0.02ms          | 1.36±0.01ms         |    0.98 | import_iris.Iris.time_common_metadata                                                       |
|          | 167±1μs              | 170±3μs             |    1.02 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0.01ms          | 1.18±0.02ms         |    1.01 | import_iris.Iris.time_common_resolve                                                        |
|          | 197±2μs              | 197±2μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 128±2μs              | 127±3μs             |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 380±4μs              | 386±6μs             |    1.02 | import_iris.Iris.time_coord_systems                                                         |
|          | 767±3μs              | 767±9μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 642±5μs              | 642±9μs             |    1    | import_iris.Iris.time_cube                                                                  |
|          | 244±1μs              | 249±3μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 75.6±0.4μs           | 75.9±1μs            |    1    | import_iris.Iris.time_experimental                                                          |
|          | 181±1μs              | 181±0.4μs           |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 259±2μs              | 258±3μs             |    1    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.65±0.01ms          | 2.63±0.02ms         |    0.99 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.0±0.5μs           | 76.5±0.5μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 112±0.6μs            | 112±0.6μs           |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 427±4μs              | 426±9μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.72±0.03ms          | 4.67±0.03ms         |    0.99 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 72.3±0.7μs           | 72.1±0.5μs          |    1    | import_iris.Iris.time_fileformats_name                                                      |
|          | 252±2μs              | 250±2μs             |    0.99 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±0.6μs            | 114±1μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 121±1μs              | 121±1μs             |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 213±3μs              | 209±2μs             |    0.98 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 799±5μs              | 801±9μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 177±2μs              | 185±3μs             |    1.04 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±0.8μs            | 134±1μs             |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 542±7μs              | 547±5μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 223±3μs              | 221±3μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.4±2μs             | 80.8±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 158±1μs              | 157±3μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±1μs              | 138±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.7±0.3μs           | 72.2±1μs            |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.3±1μs             | 78.1±0.8μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 962±20μs             | 965±8μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±1μs              | 138±1μs             |    1.02 | import_iris.Iris.time_io                                                                    |
|          | 175±1μs              | 175±3μs             |    1    | import_iris.Iris.time_io_format_picker                                                      |
|          | 206±0.6μs            | 208±2μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 125±0.7μs            | 126±2μs             |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 8.27±0.3ms           | 8.30±0.07ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.80±0.01ms          | 1.78±0.01ms         |    0.99 | import_iris.Iris.time_plot                                                                  |
|          | 219±1μs              | 219±3μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.15±0.03ms          | 2.19±0.02ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.86±0.01ms          | 1.88±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 18.2±0.7ms           | 18.6±1ms            |    1.02 | import_iris.Iris.time_tests                                                                 |
|          | 263±5μs              | 256±2μs             |    0.97 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.07±0.04ms          | 5.07±0.02ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±0.5μs            | 122±3μs             |    1.03 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.72±0.01ms          | 2.72±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.30±0.01ms          | 1.31±0ms            |    1.01 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 166±0.8μs            | 168±4μs             |    1.01 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.8±2μs             | 98.3±1μs            |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 346±4μs              | 352±5μs             |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 72.9±0.5μs           | 72.6±1μs            |    1    | iterate.IZip.time_izip                                                                      |
|          | 9.65±0.09ms          | 9.66±0.03ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.3±0.4ms           | 15.8±0.6ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.67±0.08ms          | 9.75±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.58±0.09ms          | 9.68±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.0±0.2ms           | 13.1±0.07ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.63±0.07ms          | 9.69±0.04ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.45±0.01s           | 1.44±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.9±0.07ms          | 11.8±0.05ms         |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.47±0.01s           | 1.45±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.45±0.01s           | 1.45±0s             |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.9±0.08ms          | 12.0±0.1ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.47±0.01s           | 1.46±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.10±0.04ms          | 5.10±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.6±0.2ms           | 11.6±0.06ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.10±0.05ms          | 5.12±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.12±0.04ms          | 5.11±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.6±0.07ms          | 11.6±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.07±0.03ms          | 5.12±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.3±1ms             | 22.5±1ms            |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 27.1±0.4ms           | 26.8±0.4ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 10.9±2ms             | 12.0±0.7ms          |    1.1  | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.7±1ms             | 28.3±0.9ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 82.5±0.4ms           | 70.8±3ms            |    0.86 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.9±0.4ms           | 28.0±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 602±7ms              | 601±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.32±0.1ms           | 3.44±0.07ms         |    1.04 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 600±6ms              | 599±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 612±7ms              | 607±8ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.39±0.05ms          | 3.48±0.2ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 612±10ms             | 603±5ms             |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.08±0.06ms          | 2.02±0.03ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.35±0.1ms           | 3.37±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.00±0.07ms          | 2.03±0.08ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.14±0.08ms          | 2.15±0.09ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.48±0.1ms           | 3.41±0.09ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.17±0.08ms          | 2.10±0.07ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 338±4ms              | 342±7ms             |    1.01 | load.ManyCubes.time_many_cube_load                                                          |
|          | 87.2±0.8ms           | 87.5±1ms            |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 9.68±0.03ms          | 9.77±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.77±0.03ms          | 9.81±0.1ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.46±0.01s           | 1.46±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.47±0s              | 1.47±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.15±0.05ms          | 5.17±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.14±0.03ms          | 5.16±0.03ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.95±0.2ms           | 8.75±0.1ms          |    0.98 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.52±0.06ms          | 5.61±0.06ms         |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.44±0.01s           | 1.44±0.01s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 416±4ms              | 427±6ms             |    1.03 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.24±0.02ms          | 4.25±0.01ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.15±0.02ms          | 4.15±0.04ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 156±0.9ms            | 158±2ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.8±0.09ms          | 14.8±0.3ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 160±1ms              | 159±0.6ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.0±0.3ms           | 31.8±0.3ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.4±0.08ms          | 14.4±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.9±0.2ms           | 31.9±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 15.0±0.2ms           | 15.2±0.3ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 44.4±0.7ms           | 44.8±0.8ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.00±0.3ms           | 8.69±0.1ms          |    0.97 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.2±0.6ms           | 16.3±0.6ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 15.0±0.3ms           | 15.2±0.3ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.8±0.4ms           | 15.0±0.7ms          |    0.95 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.76±0.1ms           | 8.94±0.09ms         |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.6±0.4ms           | 12.3±0.3ms          |    1.06 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 16.4±0.4ms           | 16.4±0.5ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 56.0±0.5ms           | 55.2±0.5ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.3±0.2ms           | 16.4±0.4ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.3±0.6ms           | 17.8±0.9ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.58±0.2ms           | 3.54±0.1ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 40.3±2ms             | 37.8±2ms            |    0.94 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 789±8ms              | 798±9ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.57±0.03s           | 1.56±0.03s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 427±7ms              | 427±5ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 121±5M               | 118±5M              |    0.98 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 37.5±2ms             | 33.1±5ms            |    0.88 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.02M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 363±3ns              | 364±6ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 199±1ms              | 197±2ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.5k             | 772±0.6k            |    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)      |
|          | 16.4±0.2ms           | 16.2±0.1ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 20.0±0.3ms           | 19.5±0.4ms          |    0.97 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.04M           | 1.27±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.04M             | 25±0.04M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 114±1ms              | 114±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 575±6ms              | 573±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.49±0.03M           | 1.49±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 74.4±1ms             | 75.4±0.9ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 530±5ms              | 527±4ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.41±0.03M           | 1.42±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.02M           | 96.5±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)                 |
|          | 6.81±0.03ms          | 6.76±0.02ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 74.7±3ms             | 82.8±3ms            |    1.11 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±6ms              | 106±6ms             |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 107±0.07M            | 107±0.06M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.71±0.06ms          | 4.73±0.06ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 78.6±0.6ms           | 81.9±1ms            |    1.04 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 40.9±0.3ms           | 41.2±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 471±4ms              | 468±5ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 85.7±0.4ns           | 88.8±0.6ns          |    1.04 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.0±0.8ms           | 62.7±0.8ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 86.5±0.3ns           | 88.1±0.7ns          |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 413±5ms              | 414±3ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.5±0.4k            | 31.7±0.5k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.83±0.2M            | 1.83±0.2M           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.6±0.4k            | 31.4±0.4k           |    0.99 | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 190±20M              | 225±20M             |    1.18 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.1±0.5ms           | 39.0±0.4ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 9.16±0.2ms           | 9.10±0.3ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 29.7±0.2M            | 29.5±0.6M           |    0.99 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.5±0.4ms           | 24.6±0.2ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.6±0.3ms           | 60.3±0.9ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Benchmarks that have got worse:

| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 5.06±0.2ms           | 6.38±0.3ms          |    1.26 | load.ugrid.DataRealisation.time_realise_data(200000) |

Generated by GHA run 15221297247

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⏱️ Performance Benchmark Report: cf8a827

Performance shifts
| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 4.68±0.1ms           | 6.45±0.1ms          |    1.38 | load.ugrid.DataRealisation.time_realise_data(200000) |
Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.4±0.3ms           | 21.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.7±0.6ms           | 53.6±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.7±0.4ms           | 36.9±0.6ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 170±3ms              | 169±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.7±0.2ms           | 23.5±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 32.4±0.7ms           | 32.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.6±0.5ms           | 23.8±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 32.2±0.4ms           | 32.7±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.5±0.5ms           | 21.4±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 45.8±0.5ms           | 45.2±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 127±0.9ms            | 127±0.8ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±2ms              | 128±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.4±0.4ms           | 22.9±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.8±0.7ms           | 48.5±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 24.2±0.6ms           | 24.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 58.2±0.4ms           | 58.3±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.3±0.4ms           | 21.5±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.5±0.7ms           | 45.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.10±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.07±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 219±4ms              | 218±4ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 348±10ms             | 352±7ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.4±0.4ms           | 22.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.3±0.5ms           | 30.7±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.8±0.3ms           | 23.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.1±0.8ms           | 60.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.6±0.5ms           | 23.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.1±1ms             | 62.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.6±0.2ms           | 23.4±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.5±0.6ms           | 58.5±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.75±0.1ms           | 7.84±0.07ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 22.0±0.4ms           | 22.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.9±0.2ms           | 20.1±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 127±2ms              | 129±1ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.25±0.05ms          | 8.31±0.08ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.2±0.3ms           | 20.3±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.09±0.06ms          | 8.14±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.3±0.2ms           | 20.2±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.66±0.06ms          | 7.75±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.8±0.2ms           | 20.6±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.7±0.4ms           | 24.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.9±0.5ms           | 34.5±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.94±0.06ms          | 8.10±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.9±0.2ms           | 20.8±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.45±0.06ms          | 9.40±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.6±0.4ms           | 23.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.95±0.1ms           | 7.87±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.7±0.2ms           | 20.4±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 530±3ms              | 527±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 536±1ms              | 542±5ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 46.1±0.8ms           | 46.7±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 135±1ms              | 137±1ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.01±0.1ms           | 8.01±0.07ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.1±0.4ms           | 20.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.99±0.2ms           | 8.05±0.08ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 23.0±0.6ms           | 23.4±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.32±0.1ms           | 8.27±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.3±0.3ms           | 22.2±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.25±0.1ms           | 8.34±0.07ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.9±0.2ms           | 21.8±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 23.0±0.4ms           | 23.2±0.3ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 83.4±0.6ms           | 84.8±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 23.5±0.4ms           | 23.3±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 96.3±1ms             | 96.2±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.9±0.3ms           | 21.9±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.3±0.5ms           | 55.5±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.39±0.06ms          | 8.34±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.2±0.5ms           | 27.0±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.18±0.1ms           | 8.13±0.07ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.8±0.4ms           | 28.6±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.89±0.08ms          | 7.94±0.1ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.9±0.4ms           | 22.8±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 221±5ms              | 219±4ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 279±2ms              | 275±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.14±0.01ms          | 1.15±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 394±6μs              | 403±7μs             |    1.02 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 968±10μs             | 962±10μs            |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 573±5μs              | 569±10μs            |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.9±2ms             | 86.2±1ms            |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.9±0.5ms           | 27.0±1ms            |    1.04 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 99.9±2ms             | 101±2ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.8±0.1μs           | 17.7±0.1μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 88.7±0.9ms           | 87.9±3ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.2±1ms             | 27.1±0.6ms          |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 102±3ms              | 101±1ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.5±0.3μs           | 17.9±0.4μs          |    1.03 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 173±2ms              | 175±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 68.7±0.9ms           | 69.0±1ms            |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 201±2ms              | 204±2ms             |    1.02 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 54.3±0.6μs           | 53.6±0.8μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 247±5ms              | 249±2ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 141±2ms              | 142±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 276±5ms              | 278±4ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.3±0.6μs           | 56.5±0.8μs          |    1.02 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 818±9μs              | 834±5μs             |    1.02 | import_iris.Iris.time__concatenate                                                          |
|          | 187±2μs              | 188±5μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 114±0.7μs            | 114±3μs             |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 94.9±1μs             | 91.7±2μs            |    0.97 | import_iris.Iris.time__deprecation                                                          |
|          | 168±5μs              | 162±1μs             |    0.96 | import_iris.Iris.time__lazy_data                                                            |
|          | 934±20μs             | 912±9μs             |    0.98 | import_iris.Iris.time__merge                                                                |
|          | 74.4±1μs             | 74.5±1μs            |    1    | import_iris.Iris.time__representation                                                       |
|          | 620±6μs              | 616±5μs             |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 139±1μs              | 137±2μs             |    0.99 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 105±0.5μs            | 106±2μs             |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 246±7μs              | 246±1μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±1μs              | 190±3μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±1μs              | 110±0.8μs           |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 135±1μs              | 135±3μs             |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 322±3μs              | 320±4μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.4±1μs             | 91.7±0.5μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 208±0.7μs            | 213±2μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.3±0.5μs           | 94.6±0.8μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 170±1μs              | 168±3μs             |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 311±3μs              | 318±2μs             |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 80.5±0.3μs           | 82.7±2μs            |    1.03 | import_iris.Iris.time_common                                                                |
|          | 158±0.5μs            | 160±2μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.38±0.02ms          | 1.37±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 168±1μs              | 168±0.8μs           |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.18±0.01ms          | 1.17±0.01ms         |    0.99 | import_iris.Iris.time_common_resolve                                                        |
|          | 200±2μs              | 197±0.9μs           |    0.99 | import_iris.Iris.time_config                                                                |
|          | 125±0.9μs            | 128±2μs             |    1.02 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 383±7μs              | 386±4μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 766±7μs              | 770±5μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 652±9μs              | 654±4μs             |    1    | import_iris.Iris.time_cube                                                                  |
|          | 244±3μs              | 247±2μs             |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 73.7±0.5μs           | 74.6±0.6μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 180±1μs              | 180±0.7μs           |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 254±2μs              | 259±1μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.67±0.01ms          | 2.66±0.01ms         |    0.99 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.4±0.7μs           | 76.5±0.3μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 111±3μs              | 114±1μs             |    1.02 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 427±2μs              | 428±3μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.68±0.02ms          | 4.75±0.03ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.4±2μs             | 71.9±2μs            |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 251±0.9μs            | 248±1μs             |    0.99 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±0.9μs            | 113±1μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 120±1μs              | 120±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 206±3μs              | 211±7μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 804±7μs              | 803±7μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 176±1μs              | 181±3μs             |    1.03 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±1μs              | 135±4μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 545±4μs              | 549±10μs            |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 222±2μs              | 221±2μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.3±0.8μs           | 80.9±0.8μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 158±0.6μs            | 156±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±0.7μs            | 137±2μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.2±0.3μs           | 72.4±0.9μs          |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.7±1μs             | 77.8±0.9μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 990±10μs             | 975±8μs             |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±2μs              | 135±3μs             |    0.99 | import_iris.Iris.time_io                                                                    |
|          | 175±0.6μs            | 178±2μs             |    1.02 | import_iris.Iris.time_io_format_picker                                                      |
|          | 209±2μs              | 206±1μs             |    0.99 | import_iris.Iris.time_iris                                                                  |
|          | 126±1μs              | 126±3μs             |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 8.25±0.1ms           | 8.31±0.1ms          |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 1.77±0.03ms          | 1.76±0.01ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 221±4μs              | 219±2μs             |    0.99 | import_iris.Iris.time_quickplot                                                             |
|          | 2.17±0.03ms          | 2.21±0.02ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.86±0.02ms          | 1.84±0.01ms         |    0.99 | import_iris.Iris.time_symbols                                                               |
|          | 35.3±1ms             | 34.3±0.5ms          |    0.97 | import_iris.Iris.time_tests                                                                 |
|          | 252±2μs              | 251±5μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.01±0.03ms          | 5.08±0.02ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 117±0.4μs            | 117±1μs             |    1.01 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.76±0.01ms          | 2.74±0.02ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0ms             | 1.31±0.01ms         |    1.02 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 170±2μs              | 167±0.8μs           |    0.98 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.4±0.4μs           | 97.5±0.6μs          |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 349±3μs              | 348±3μs             |    1    | import_iris.Iris.time_util                                                                  |
|          | 72.4±0.6μs           | 72.8±0.9μs          |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 9.55±0.03ms          | 9.60±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.6±0.3ms           | 15.9±0.2ms          |    0.96 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.59±0.4ms           | 9.65±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.46±0.1ms           | 9.69±0.1ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.9±0.1ms           | 13.1±0.1ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.72±0.07ms          | 9.64±0.05ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.46±0.01s           | 1.46±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.0±0.2ms           | 12.0±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.47±0.01s           | 1.47±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.45±0.01s           | 1.45±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.0±0.1ms           | 11.9±0.06ms         |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.46±0.02s           | 1.47±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.18±0.05ms          | 5.09±0.04ms         |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.6±0.1ms           | 11.6±0.05ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.17±0.07ms          | 5.08±0.06ms         |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.09±0.08ms          | 5.15±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.6±0.1ms           | 11.6±0.1ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.13±0.04ms          | 5.10±0.05ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.0±1ms             | 24.2±1ms            |    1.05 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 29.9±0.5ms           | 30.9±0.5ms          |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.3±1ms             | 13.1±1ms            |    1.07 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.7±2ms             | 28.6±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 83.9±0.5ms           | 71.6±3ms            |    0.85 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.6±2ms             | 28.4±1ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 608±6ms              | 609±0.8ms           |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.39±0.09ms          | 3.45±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 607±3ms              | 613±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 618±5ms              | 618±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.56±0.1ms           | 3.50±0.1ms          |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 617±6ms              | 619±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.11±0.06ms          | 2.08±0.09ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.42±0.09ms          | 3.53±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.10±0.09ms          | 2.10±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.13±0.05ms          | 2.17±0.06ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.43±0.1ms           | 3.55±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.04±0.02ms          | 2.05±0.04ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 343±5ms              | 343±4ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 86.5±0.9ms           | 87.4±0.8ms          |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 9.72±0.2ms           | 9.78±0.06ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.81±0.2ms           | 9.89±0.1ms          |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.47±0.02s           | 1.47±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.47±0.01s           | 1.49±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.12±0.08ms          | 5.15±0.01ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.16±0.06ms          | 5.16±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.84±0.1ms           | 8.75±0.06ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.56±0.06ms          | 5.49±0.01ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.46±0.02s           | 1.45±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 429±5ms              | 425±3ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.26±0.03ms          | 4.25±0.01ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.17±0.03ms          | 4.16±0.06ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 158±2ms              | 161±2ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.7±0.3ms           | 15.2±0.2ms          |    1.03 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 160±2ms              | 163±2ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.7±0.3ms           | 32.0±0.4ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.8±0.2ms           | 14.7±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.3±0.4ms           | 32.2±0.3ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 15.4±0.4ms           | 15.5±0.6ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 46.4±0.9ms           | 46.4±0.4ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.05±0.3ms           | 8.74±0.1ms          |    0.97 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 17.8±0.4ms           | 17.4±0.3ms          |    0.98 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 15.0±0.6ms           | 15.2±0.4ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.6±0.3ms           | 15.7±0.3ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.83±0.2ms           | 8.71±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.7±0.3ms           | 11.6±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 16.1±0.3ms           | 16.1±0.5ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 55.9±0.6ms           | 56.3±1ms            |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.4±0.2ms           | 15.9±0.5ms          |    0.97 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.6±0.5ms           | 18.4±0.4ms          |    1.05 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.52±0.1ms           | 3.55±0.06ms         |    1.01 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 39.1±0.8ms           | 39.0±0.7ms          |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 785±9ms              | 803±7ms             |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.60±0.03s           | 1.58±0.04s          |    0.98 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 431±4ms              | 435±7ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 111±5M               | 121±5M              |    1.09 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.6±2ms             | 37.1±1ms            |    1.1  | merge_concat.Merge.time_merge                                                               |
|          | 126±0.02M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 382±4ns              | 370±4ns             |    0.97 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 200±1ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 772±0.5k            |    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)      |
|          | 16.9±0.08ms          | 16.7±0.1ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 20.3±0.4ms           | 20.1±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.04M           | 1.27±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.04M             | 25±0.04M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 118±1ms              | 119±1ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 583±4ms              | 593±5ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.49±0.04M           | 1.51±0.01M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 75.7±0.9ms           | 76.9±1ms            |    1.02 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 540±2ms              | 540±4ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.02M           | 1.44±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.5±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)                 |
|          | 6.79±0.05ms          | 6.79±0.05ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 78.3±5ms             | 74.5±3ms            |    0.95 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±6ms              | 106±6ms             |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 68.8±6ms             | 59.8±1ms            |    0.87 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.07M            | 107±0.06M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.71±0.04ms          | 4.78±0.04ms         |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 80.9±0.6ms           | 82.1±0.8ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 42.2±0.6ms           | 42.9±1ms            |    1.02 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 478±3ms              | 478±5ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.3±0.7ns           | 88.1±3ns            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 64.0±0.4ms           | 64.6±0.6ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.4±0.5ns           | 87.9±2ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 423±3ms              | 421±6ms             |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±0.4k            | 31.5±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.71±0.1M            | 1.81±0.2M           |    1.06 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.6±0.4k            | 31.4±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 225±20M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.2±1ms             | 39.8±0.4ms          |    0.99 | stats.PearsonR.time_lazy                                                                    |
|          | 9.42±0.3ms           | 9.28±0.2ms          |    0.98 | stats.PearsonR.time_real                                                                    |
|          | 29.8±0.6M            | 29.8±0.9M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 25.5±0.5ms           | 26.0±0.3ms          |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 62.1±1ms             | 61.5±0.4ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Benchmarks that have got worse:

| Change   | Before [8dea2696]    | After [cf8a8277]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 4.68±0.1ms           | 6.45±0.1ms          |    1.38 | load.ugrid.DataRealisation.time_realise_data(200000) |

Generated by GHA run 15221297250

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