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@scitools-ci scitools-ci bot commented Jun 21, 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 force-pushed the auto-update-lockfiles branch from 5252d83 to dcffc2f Compare June 21, 2025 00:11
@scitools-ci scitools-ci bot added Bot A bot generated issue/pull-request New: Pull Request labels Jun 21, 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 Jun 21, 2025
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codecov bot commented Jun 21, 2025

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.87%. Comparing base (f5940da) to head (dcffc2f).

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #6526   +/-   ##
=======================================
  Coverage   89.87%   89.87%           
=======================================
  Files          90       90           
  Lines       23921    23921           
  Branches     4461     4461           
=======================================
  Hits        21500    21500           
  Misses       1669     1669           
  Partials      752      752           

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⏱️ Performance Benchmark Report: 90b6c5a

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [f5940da8]    | After [90b6c5a1]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.3±0.2ms           | 20.8±0.08ms         |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.9±0.9ms           | 52.1±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.3±0.4ms           | 35.0±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 166±3ms              | 165±3ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.1±0.2ms           | 22.5±0.07ms         |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.7±0.3ms           | 31.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.4±0.3ms           | 23.2±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.7±0.3ms           | 31.4±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.0±0.2ms           | 21.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.6±0.3ms           | 44.7±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 126±0.7ms            | 124±0.3ms           |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±1ms              | 126±0.9ms           |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.5±0.2ms           | 21.6±0.09ms         |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.2±0.8ms           | 48.2±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.4±0.2ms           | 23.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 58.3±0.8ms           | 57.6±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.5±0.1ms           | 20.8±0.3ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.0±1ms             | 45.0±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.08±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0.01s           | 1.05±0s             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 209±4ms              | 210±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 340±6ms              | 338±7ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.4±0.2ms           | 22.2±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.0±0.4ms           | 29.8±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.9±0.2ms           | 22.4±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.6±1ms             | 58.9±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.3±0.5ms           | 23.0±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.4±2ms             | 61.3±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.6±0.2ms           | 22.7±0.3ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.8±0.6ms           | 58.0±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.92±0.07ms          | 7.81±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.5±0.5ms           | 21.3±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.9±0.4ms           | 20.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 124±1ms              | 123±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.32±0.1ms           | 8.26±0.09ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.7±0.4ms           | 20.0±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.13±0.1ms           | 8.19±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.7±0.4ms           | 19.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.79±0.08ms          | 7.66±0.03ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.0±0.5ms           | 19.9±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.0±0.2ms           | 23.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.4±0.7ms           | 33.9±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.13±0.1ms           | 8.03±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.6±0.4ms           | 20.4±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.95±0.03ms          | 9.00±0.05ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.9±0.4ms           | 22.6±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.93±0.1ms           | 7.62±0.02ms         |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.3±0.5ms           | 20.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 526±3ms              | 525±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 537±5ms              | 534±6ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.6±0.3ms           | 44.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 132±1ms              | 132±0.5ms           |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.10±0.1ms           | 8.17±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.8±0.3ms           | 19.4±0.5ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.15±0.08ms          | 8.03±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.4±0.6ms           | 22.3±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.23±0.07ms          | 8.18±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.7±0.5ms           | 21.7±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.33±0.07ms          | 8.33±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.3±0.5ms           | 21.3±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.6±0.1ms           | 22.1±0.3ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.5±2ms             | 82.3±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.5±0.2ms           | 22.4±0.2ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 95.1±1ms             | 94.4±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.4±0.3ms           | 21.2±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.4±0.5ms           | 55.2±0.9ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.32±0.07ms          | 8.21±0.03ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.2±0.8ms           | 26.8±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.36±0.04ms          | 8.08±0.1ms          |    0.97 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.5±0.5ms           | 28.6±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.08±0.08ms          | 8.00±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.2±0.6ms           | 22.1±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 223±4ms              | 221±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 275±3ms              | 280±3ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.18±0.02ms          | 1.15±0.01ms         |    0.97 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 414±7μs              | 406±8μs             |    0.98 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 970±8μs              | 967±10μs            |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 578±6μs              | 579±6μs             |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 86.8±1ms             | 84.9±1ms            |    0.98 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.4±1ms             | 24.2±1ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 99.3±2ms             | 99.2±1ms            |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.5±0.4μs           | 17.8±0.3μs          |    1.01 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 87.8±1ms             | 87.7±1ms            |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.2±0.5ms           | 25.5±0.5ms          |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 101±1ms              | 100±1ms             |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.6±0.4μs           | 17.4±0.3μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 169±1ms              | 170±0.8ms           |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 66.6±0.8ms           | 66.1±0.6ms          |    0.99 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 198±1ms              | 197±2ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 54.0±0.6μs           | 52.8±0.4μs          |    0.98 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 238±2ms              | 236±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 134±1ms              | 133±1ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 267±2ms              | 267±0.8ms           |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.8±0.5μs           | 55.2±0.7μs          |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 798±20μs             | 780±6μs             |    0.98 | import_iris.Iris.time__concatenate                                                          |
|          | 188±7μs              | 181±2μs             |    0.96 | import_iris.Iris.time__constraints                                                          |
|          | 116±2μs              | 113±1μs             |    0.97 | import_iris.Iris.time__data_manager                                                         |
|          | 93.9±0.5μs           | 91.7±0.4μs          |    0.98 | import_iris.Iris.time__deprecation                                                          |
|          | 162±2μs              | 161±4μs             |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 904±7μs              | 899±6μs             |    1    | import_iris.Iris.time__merge                                                                |
|          | 75.6±0.6μs           | 74.6±0.2μs          |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 608±10μs             | 599±5μs             |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 140±1μs              | 140±3μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±0.6μs            | 106±0.8μs           |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 248±2μs              | 247±4μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 191±6μs              | 188±2μs             |    0.98 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±0.5μs            | 109±0.6μs           |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 137±1μs              | 135±2μs             |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 327±8μs              | 323±2μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.8±0.3μs           | 93.2±1μs            |    1.01 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 210±2μs              | 210±6μs             |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.9±2μs             | 95.1±0.4μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 172±2μs              | 170±1μs             |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 314±8μs              | 304±2μs             |    0.97 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.8±0.3μs           | 80.7±0.3μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 162±1μs              | 158±2μs             |    0.97 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.35±0.01ms          | 1.32±0.02ms         |    0.98 | import_iris.Iris.time_common_metadata                                                       |
|          | 171±2μs              | 167±4μs             |    0.97 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.02ms          | 1.15±0.01ms         |    0.99 | import_iris.Iris.time_common_resolve                                                        |
|          | 199±2μs              | 197±3μs             |    0.99 | import_iris.Iris.time_config                                                                |
|          | 126±0.8μs            | 126±1μs             |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 380±6μs              | 376±6μs             |    0.99 | import_iris.Iris.time_coord_systems                                                         |
|          | 752±6μs              | 744±2μs             |    0.99 | import_iris.Iris.time_coords                                                                |
|          | 631±5μs              | 627±4μs             |    0.99 | import_iris.Iris.time_cube                                                                  |
|          | 246±3μs              | 234±2μs             |    0.95 | import_iris.Iris.time_exceptions                                                            |
|          | 75.2±1μs             | 74.7±0.3μs          |    0.99 | import_iris.Iris.time_experimental                                                          |
|          | 181±1μs              | 179±0.4μs           |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 257±5μs              | 249±1μs             |    0.97 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.57±0.01ms          | 2.58±0.01ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.2±0.6μs           | 75.6±0.3μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 116±1μs              | 114±1μs             |    0.98 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 434±5μs              | 422±4μs             |    0.97 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.70±0.03ms          | 4.66±0.03ms         |    0.99 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 72.9±0.3μs           | 72.3±1μs            |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 255±3μs              | 250±7μs             |    0.98 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 116±0.7μs            | 114±0.6μs           |    0.98 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 120±0.9μs            | 120±0.5μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 210±1μs              | 204±4μs             |    0.97 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 784±7μs              | 780±5μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 179±1μs              | 178±1μs             |    0.99 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 137±1μs              | 137±1μs             |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 547±5μs              | 538±4μs             |    0.98 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 224±4μs              | 217±1μs             |    0.97 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.3±0.4μs           | 80.6±0.7μs          |    0.98 | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±2μs              | 155±1μs             |    0.97 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 139±0.9μs            | 137±0.5μs           |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 74.0±0.4μs           | 72.4±0.6μs          |    0.98 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.6±1μs             | 78.6±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 951±8μs              | 945±5μs             |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 138±1μs              | 137±2μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 179±1μs              | 172±2μs             |    0.96 | import_iris.Iris.time_io_format_picker                                                      |
|          | 214±0.9μs            | 212±4μs             |    0.99 | import_iris.Iris.time_iris                                                                  |
|          | 127±2μs              | 124±0.9μs           |    0.97 | import_iris.Iris.time_iterate                                                               |
|          | 8.13±0.04ms          | 8.06±0.03ms         |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.79±0.01ms          | 1.76±0ms            |    0.98 | import_iris.Iris.time_plot                                                                  |
|          | 219±0.6μs            | 220±3μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.16±0.03ms          | 2.13±0.02ms         |    0.99 | import_iris.Iris.time_std_names                                                             |
|          | 1.81±0.02ms          | 1.80±0.01ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 34.1±1ms             | 34.2±0.6ms          |    1    | import_iris.Iris.time_tests                                                                 |
|          | 255±2μs              | 257±5μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.01±0.02ms          | 5.05±0.03ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 118±0.4μs            | 118±1μs             |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.73±0.01ms          | 2.72±0.01ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0ms             | 1.29±0ms            |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 168±0.9μs            | 166±0.9μs           |    0.99 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.1±0.4μs           | 98.0±0.9μs          |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 351±4μs              | 347±2μs             |    0.99 | import_iris.Iris.time_util                                                                  |
|          | 72.2±0.6μs           | 71.4±0.5μs          |    0.99 | iterate.IZip.time_izip                                                                      |
|          | 9.56±0.06ms          | 9.54±0.04ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.5±0.4ms           | 15.5±0.6ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.61±0.1ms           | 9.53±0.03ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.59±0.05ms          | 9.43±0.1ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.2±0.1ms           | 13.1±0.2ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.62±0.1ms           | 9.62±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.45±0.01s           | 1.43±0.01s          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.3±0.1ms           | 12.0±0.05ms         |    0.97 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.46±0s              | 1.44±0.01s          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.44±0.01s           | 1.42±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.2±0.05ms          | 12.0±0.05ms         |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.44±0.01s           | 1.44±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.18±0.03ms          | 5.11±0.04ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.8±0.02ms          | 11.7±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.09±0.1ms           | 5.10±0.07ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.12±0.02ms          | 5.10±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.03ms          | 11.8±0.06ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.14±0.03ms          | 5.07±0.02ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.7±0.9ms           | 22.8±0.9ms          |    1.05 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 23.1±0.4ms           | 23.3±0.2ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.9±0.8ms           | 12.3±1ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.0±1ms             | 27.9±0.9ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 83.0±0.4ms           | 82.4±0.8ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.8±0.9ms           | 27.8±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 606±10ms             | 598±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.34±0.1ms           | 3.28±0.08ms         |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 602±10ms             | 600±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 611±8ms              | 606±1ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.39±0.1ms           | 3.44±0.08ms         |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 609±8ms              | 605±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.03±0.07ms          | 2.00±0.05ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.35±0.09ms          | 3.36±0.07ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.01±0.03ms          | 2.06±0.05ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.10±0.08ms          | 2.06±0.06ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.47±0.06ms          | 3.36±0.06ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.12±0.06ms          | 2.09±0.05ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 340±3ms              | 335±2ms             |    0.98 | load.ManyCubes.time_many_cube_load                                                          |
|          | 89.0±1ms             | 88.2±1ms            |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 9.75±0.03ms          | 9.58±0.1ms          |    0.98 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.87±0.1ms           | 9.71±0.06ms         |    0.98 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.45±0.01s           | 1.43±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.45±0.01s           | 1.45±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.14±0.02ms          | 5.15±0.07ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.10±0.02ms          | 5.15±0.09ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.71±0.02ms          | 8.75±0.2ms          |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.53±0.03ms          | 5.50±0.02ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.44±0.01s           | 1.43±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 419±3ms              | 418±5ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.22±0.05ms          | 4.17±0.05ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.15±0.02ms          | 4.15±0.03ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 156±2ms              | 158±3ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.0±0.1ms           | 15.0±0.3ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 159±2ms              | 158±0.8ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.8±0.2ms           | 31.8±0.4ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.1±0.2ms           | 14.6±0.09ms         |    0.97 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.8±0.1ms           | 31.6±0.9ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 15.1±0.1ms           | 14.8±0.3ms          |    0.98 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 44.6±0.5ms           | 44.7±0.6ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.73±0.1ms           | 8.87±0.09ms         |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.9±0.2ms           | 15.9±0.1ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 14.9±0.3ms           | 14.9±0.3ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.9±0.3ms           | 14.7±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.67±0.1ms           | 8.92±0.2ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.0±0.3ms           | 11.1±0.1ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 15.8±0.3ms           | 16.0±0.2ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 54.4±0.4ms           | 54.7±0.8ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.1±0.2ms           | 16.1±0.3ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.6±0.2ms           | 16.5±0.2ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.23±0.05ms          | 3.26±0.09ms         |    1.01 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.13±0.6ms           | 6.06±0.7ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 34.4±0.9ms           | 33.8±0.5ms          |    0.98 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 762±5ms              | 767±4ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.33±0.04s           | 1.36±0.03s          |    1.02 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 426±4ms              | 420±6ms             |    0.99 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±2M               | 111±5M              |    1.01 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 34.7±3ms             | 37.6±2ms            |    1.08 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 361±1ns              | 357±0.7ns           |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 194±1ms              | 199±1ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.4k             | 771±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)      |
|          | 16.3±0.2ms           | 16.2±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.6±0.5ms           | 19.2±0.4ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 115±0.9ms            | 113±0.4ms           |    0.98 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 570±5ms              | 574±4ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.51±0.03M           | 1.48±0.03M          |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 75.3±1ms             | 73.6±0.3ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 527±6ms              | 527±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.03M           | 1.41±0.04M          |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.5±0.02M          |    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)                 |
|          | 6.65±0.03ms          | 6.65±0.09ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 80.9±4ms             | 82.1±1ms            |    1.01 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±6ms              | 104±6ms             |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 66.3±3ms             | 67.0±6ms            |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.09M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.72±0.04ms          | 4.73±0.03ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 79.5±0.4ms           | 79.5±0.2ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.4±0.5ms           | 41.2±0.4ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 471±4ms              | 469±3ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.8±2ns             | 87.0±1ns            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.3±0.2ms           | 62.1±0.5ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.8±0.8ns           | 87.4±0.7ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 415±2ms              | 409±4ms             |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±0.3k            | 31.7±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.86±0.2M            | 1.86±0.1M           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.3k            | 31.7±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 225±10M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.4±0.5ms           | 38.6±0.3ms          |    0.98 | stats.PearsonR.time_lazy                                                                    |
|          | 9.18±0.1ms           | 9.18±0.09ms         |    1    | stats.PearsonR.time_real                                                                    |
|          | 29.5±0.4M            | 29.4±0.9M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.2±0.2ms           | 24.7±0.4ms          |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.0±0.4ms           | 60.1±0.5ms          |    1    | 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                           |

Generated by GHA run 15789926299

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⏱️ Performance Benchmark Report: 90b6c5a

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [f5940da8]    | After [90b6c5a1]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.3±0.3ms           | 21.2±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.8±1ms             | 51.7±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.2±0.4ms           | 35.0±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 162±1ms              | 163±2ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.3±0.2ms           | 23.0±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.3±0.4ms           | 31.1±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.4±0.3ms           | 22.9±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.8±0.4ms           | 30.9±0.2ms          | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.9±0.4ms           | 20.8±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.6±0.8ms           | 44.2±0.7ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.4ms            | 124±0.5ms           | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 127±2ms              | 125±2ms             | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.1±0.4ms           | 22.1±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.0±0.6ms           | 47.7±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.6±0.5ms           | 23.2±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.3±0.5ms           | 57.0±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.2±0.2ms           | 20.6±0.2ms          | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.6±0.9ms           | 44.2±0.8ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.07±0.01s          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0.01s           | 1.05±0.01s          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 207±2ms              | 211±4ms             | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 338±8ms              | 337±9ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.0±0.2ms           | 22.0±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.9±0.4ms           | 30.2±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.2±0.2ms           | 22.5±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.1±0.9ms           | 59.3±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.2±0.4ms           | 23.0±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.3±0.9ms           | 60.7±0.7ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.6±0.4ms           | 22.7±0.3ms          | 0.96    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.3±0.4ms           | 57.2±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.94±0.06ms          | 7.80±0.07ms         | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.0±0.5ms           | 21.3±0.6ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 20.1±0.3ms           | 20.0±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 123±0.9ms            | 121±1ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.27±0.09ms          | 8.18±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.5±0.5ms           | 19.6±0.5ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.16±0.09ms          | 8.14±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.6±0.5ms           | 19.5±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.74±0.1ms           | 7.75±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.1±0.4ms           | 19.8±0.5ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.3±0.4ms           | 24.1±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.9±0.5ms           | 34.0±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.09±0.1ms           | 8.12±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.3±0.4ms           | 20.2±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.99±0.08ms          | 9.00±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.4±0.4ms           | 22.5±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.76±0.1ms           | 7.64±0.1ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.7±0.6ms           | 20.2±0.6ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 529±4ms              | 523±5ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 531±4ms              | 534±4ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.1±0.4ms           | 44.4±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 130±0.7ms            | 130±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.02±0.05ms          | 7.96±0.05ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.2±0.4ms           | 19.3±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.10±0.1ms           | 8.01±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.2±0.4ms           | 22.3±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.29±0.2ms           | 8.18±0.03ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.3±0.5ms           | 21.4±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.25±0.1ms           | 8.42±0.1ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.0±0.4ms           | 20.8±0.6ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.4±0.5ms           | 22.3±0.2ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.7±1ms             | 82.1±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.6±0.4ms           | 22.9±0.2ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.5±1ms             | 93.1±1ms            | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.5±0.2ms           | 21.3±0.2ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.3±0.5ms           | 55.3±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.28±0.09ms          | 8.40±0.1ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.4±0.7ms           | 26.8±0.6ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.23±0.07ms          | 8.13±0.1ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.6±0.5ms           | 28.6±0.6ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.97±0.1ms           | 7.90±0.1ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.3±0.7ms           | 22.3±0.7ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 218±4ms              | 219±3ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 273±2ms              | 276±4ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.19±0.01ms          | 1.16±0.01ms         | 0.98    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 406±10μs             | 402±6μs             | 0.99    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 979±8μs              | 954±20μs            | 0.97    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 584±5μs              | 570±4μs             | 0.98    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.3±0.9ms           | 85.5±0.8ms          | 1.00    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.3±1ms             | 24.3±1ms            | 1.00    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 99.6±0.9ms           | 99.4±1ms            | 1.00    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.8±0.4μs           | 18.0±0.5μs          | 1.01    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 87.5±0.9ms           | 86.6±2ms            | 0.99    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.3±0.3ms           | 25.6±0.9ms          | 1.01    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 102±2ms              | 101±0.9ms           | 0.99    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.7±0.4μs           | 18.1±0.4μs          | 1.02    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 168±2ms              | 169±0.8ms           | 1.00    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 65.4±0.9ms           | 65.3±0.6ms          | 1.00    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 196±1ms              | 195±1ms             | 0.99    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.4±0.6μs           | 52.3±0.5μs          | 0.98    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 236±1ms              | 234±1ms             | 0.99    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 133±2ms              | 132±1ms             | 0.99    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 263±3ms              | 261±1ms             | 0.99    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.6±0.4μs           | 54.4±0.4μs          | 1.00    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 818±10μs             | 775±10μs            | 0.95    | import_iris.Iris.time__concatenate                                                          |
|          | 184±1μs              | 180±1μs             | 0.98    | import_iris.Iris.time__constraints                                                          |
|          | 115±3μs              | 113±1μs             | 0.98    | import_iris.Iris.time__data_manager                                                         |
|          | 92.0±0.3μs           | 90.7±0.6μs          | 0.99    | import_iris.Iris.time__deprecation                                                          |
|          | 162±2μs              | 158±1μs             | 0.98    | import_iris.Iris.time__lazy_data                                                            |
|          | 906±6μs              | 876±6μs             | 0.97    | import_iris.Iris.time__merge                                                                |
|          | 74.3±2μs             | 72.9±0.5μs          | 0.98    | import_iris.Iris.time__representation                                                       |
|          | 601±7μs              | 593±4μs             | 0.99    | import_iris.Iris.time_analysis                                                              |
|          | 140±0.5μs            | 138±0.9μs           | 0.99    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 105±1μs              | 104±1μs             | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 248±2μs              | 243±3μs             | 0.98    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 190±4μs              | 186±1μs             | 0.98    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±0.8μs            | 108±0.7μs           | 0.98    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±0.4μs            | 136±2μs             | 1.00    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 322±2μs              | 320±2μs             | 1.00    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.9±0.8μs           | 90.4±1μs            | 0.98    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 210±3μs              | 206±3μs             | 0.98    | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.1±0.4μs           | 92.6±0.3μs          | 0.98    | import_iris.Iris.time_analysis_stats                                                        |
|          | 170±1μs              | 167±2μs             | 0.98    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 308±3μs              | 302±3μs             | 0.98    | import_iris.Iris.time_aux_factory                                                           |
|          | 79.8±0.7μs           | 80.0±0.5μs          | 1.00    | import_iris.Iris.time_common                                                                |
|          | 160±2μs              | 156±1μs             | 0.98    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.34±0.01ms          | 1.32±0.01ms         | 0.99    | import_iris.Iris.time_common_metadata                                                       |
|          | 166±1μs              | 165±2μs             | 1.00    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.14±0.01ms         | 0.98    | import_iris.Iris.time_common_resolve                                                        |
|          | 198±4μs              | 193±2μs             | 0.97    | import_iris.Iris.time_config                                                                |
|          | 127±1μs              | 126±2μs             | 1.00    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 375±4μs              | 373±3μs             | 1.00    | import_iris.Iris.time_coord_systems                                                         |
|          | 749±3μs              | 758±9μs             | 1.01    | import_iris.Iris.time_coords                                                                |
|          | 630±6μs              | 629±3μs             | 1.00    | import_iris.Iris.time_cube                                                                  |
|          | 240±5μs              | 238±2μs             | 0.99    | import_iris.Iris.time_exceptions                                                            |
|          | 75.0±2μs             | 73.9±0.6μs          | 0.99    | import_iris.Iris.time_experimental                                                          |
|          | 178±2μs              | 178±3μs             | 1.00    | import_iris.Iris.time_fileformats                                                           |
|          | 255±7μs              | 251±2μs             | 0.99    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.58±0.02ms          | 2.55±0.01ms         | 0.99    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 74.8±1μs             | 74.6±0.3μs          | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 112±0.9μs            | 112±1μs             | 0.99    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 424±3μs              | 418±7μs             | 0.98    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.69±0.02ms          | 4.67±0.01ms         | 1.00    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.3±0.5μs           | 71.8±1μs            | 1.01    | import_iris.Iris.time_fileformats_name                                                      |
|          | 252±5μs              | 247±2μs             | 0.98    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±0.7μs            | 113±0.9μs           | 0.99    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 121±2μs              | 117±0.6μs           | 0.97    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 204±4μs              | 206±2μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 778±4μs              | 773±4μs             | 0.99    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±3μs              | 174±0.5μs           | 1.00    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±1μs              | 135±1μs             | 1.00    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 543±9μs              | 533±3μs             | 0.98    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 220±7μs              | 217±1μs             | 0.99    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.0±0.4μs           | 79.2±0.3μs          | 0.99    | import_iris.Iris.time_fileformats_um                                                        |
|          | 155±1μs              | 154±1μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±2μs              | 135±3μs             | 0.98    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 71.8±2μs             | 70.9±0.5μs          | 0.99    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 80.8±0.9μs           | 76.5±0.4μs          | 0.95    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 949±6μs              | 937±6μs             | 0.99    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±1μs              | 135±1μs             | 0.99    | import_iris.Iris.time_io                                                                    |
|          | 176±2μs              | 172±2μs             | 0.98    | import_iris.Iris.time_io_format_picker                                                      |
|          | 211±4μs              | 208±3μs             | 0.99    | import_iris.Iris.time_iris                                                                  |
|          | 126±1μs              | 124±3μs             | 0.99    | import_iris.Iris.time_iterate                                                               |
|          | 8.03±0.04ms          | 8.00±0.03ms         | 1.00    | import_iris.Iris.time_palette                                                               |
|          | 1.78±0.01ms          | 1.75±0.01ms         | 0.98    | import_iris.Iris.time_plot                                                                  |
|          | 217±5μs              | 215±2μs             | 0.99    | import_iris.Iris.time_quickplot                                                             |
|          | 2.14±0.03ms          | 2.11±0.03ms         | 0.98    | import_iris.Iris.time_std_names                                                             |
|          | 1.84±0.02ms          | 1.82±0.03ms         | 0.99    | import_iris.Iris.time_symbols                                                               |
|          | 85.8±1ms             | 88.4±8ms            | 1.03    | import_iris.Iris.time_tests                                                                 |
|          | 250±2μs              | 248±6μs             | 0.99    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.09±0.04ms          | 5.05±0.02ms         | 0.99    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 116±0.5μs            | 116±0.4μs           | 1.00    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.70±0.01ms          | 2.74±0.02ms         | 1.01    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0.01ms          | 1.29±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 166±2μs              | 166±0.3μs           | 1.00    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 97.8±1μs             | 96.0±2μs            | 0.98    | import_iris.Iris.time_time                                                                  |
|          | 358±6μs              | 348±2μs             | 0.97    | import_iris.Iris.time_util                                                                  |
|          | 71.4±1μs             | 70.6±0.4μs          | 0.99    | iterate.IZip.time_izip                                                                      |
|          | 9.56±0.06ms          | 9.55±0.07ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.2±0.1ms           | 15.5±0.3ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.56±0.2ms           | 9.54±0.03ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.51±0.2ms           | 9.49±0.2ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.2±0.03ms          | 13.0±0.05ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.57±0.3ms           | 9.53±0.04ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.42±0.01s           | 1.42±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.0±0.3ms           | 11.9±0.05ms         | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.42±0.01s           | 1.42±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.42±0.01s           | 1.42±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.0±0.06ms          | 12.0±0.02ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.44±0.01s           | 1.43±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.09±0.05ms          | 5.09±0.01ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.7±0.05ms          | 11.7±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.06±0.04ms          | 5.05±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.10±0.02ms          | 5.10±0.08ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.9±0.07ms          | 11.9±0.1ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.07±0.06ms          | 5.04±0.01ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.8±1ms             | 22.4±1ms            | 0.94    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 23.0±0.4ms           | 23.0±0.3ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.5±1ms             | 11.5±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.2±2ms             | 28.1±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 82.2±0.3ms           | 82.4±0.1ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.1±2ms             | 27.4±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 589±2ms              | 585±2ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.31±0.07ms          | 3.31±0.07ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 591±3ms              | 585±1ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 598±1ms              | 594±2ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.36±0.05ms          | 3.42±0.04ms         | 1.02    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 597±3ms              | 591±2ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.14±0.04ms          | 2.10±0.06ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.33±0.09ms          | 3.25±0.05ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.00±0.03ms          | 2.04±0.05ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.13±0.05ms          | 2.05±0.08ms         | 0.96    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.42±0.07ms          | 3.35±0.1ms          | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.08±0.06ms          | 2.10±0.05ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 334±0.8ms            | 340±3ms             | 1.02    | load.ManyCubes.time_many_cube_load                                                          |
|          | 87.6±0.3ms           | 87.0±1ms            | 0.99    | load.ManyVars.time_many_var_load                                                            |
|          | 9.72±0.05ms          | 9.64±0.02ms         | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.80±0.06ms          | 9.66±0.05ms         | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.43±0.01s           | 1.42±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.43±0.01s           | 1.44±0.02s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.12±0.04ms          | 5.10±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.09±0.06ms          | 5.04±0.04ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.60±0.03ms          | 8.68±0.2ms          | 1.01    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.48±0.06ms          | 5.46±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.40±0.01s           | 1.39±0.01s          | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 411±2ms              | 413±6ms             | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.22±0.01ms          | 4.21±0.02ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.12±0.03ms          | 4.13±0.05ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 156±2ms              | 156±0.9ms           | 1.00    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.9±0.1ms           | 14.8±0.04ms         | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 156±0.8ms            | 157±0.5ms           | 1.01    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.5±0.07ms          | 31.5±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.6±0.1ms           | 14.6±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.6±0.1ms           | 31.8±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 15.4±0.8ms           | 14.8±0.3ms          | 0.96    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 43.6±0.7ms           | 43.7±0.5ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.94±0.1ms           | 8.72±0.2ms          | 0.98    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.8±0.2ms           | 15.4±0.3ms          | 0.98    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 14.9±0.09ms          | 14.8±0.1ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.8±0.2ms           | 14.5±0.2ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.74±0.1ms           | 8.69±0.1ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.3±0.2ms           | 11.3±0.4ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 16.1±0.2ms           | 16.0±0.3ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 53.4±0.6ms           | 53.3±0.5ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 15.9±0.3ms           | 15.8±0.3ms          | 0.99    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.4±0.2ms           | 16.4±0.2ms          | 1.00    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.20±0.06ms          | 3.20±0.03ms         | 1.00    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.07±0.05ms          | 6.08±0.09ms         | 1.00    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.0±0.3ms           | 34.0±0.4ms          | 0.97    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 764±10ms             | 770±3ms             | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.34±0.02s           | 1.34±0.03s          | 1.00    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 427±6ms              | 420±3ms             | 0.98    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±5M               | 110±2M              | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 30.6±3ms             | 38.8±5ms            | ~1.27   | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 357±4ns              | 358±2ns             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 198±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.5k             | 771±0.4k            | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.0±0.05ms          | 16.0±0.08ms         | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.0±0.2ms           | 19.2±0.2ms          | 1.01    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 113±0.4ms            | 113±1ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 564±3ms              | 567±3ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.07M           | 1.48±0.02M          | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.08M           | 96.5±0.08M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 75.0±0.5ms           | 72.7±0.7ms          | 0.97    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 527±2ms              | 524±3ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.41±0.03M           | 1.41±0.04M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.03M           | 96.4±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.66±0.04ms          | 6.64±0.04ms         | 1.00    | plot.AuxSort.time_aux_sort                                                                  |
|          | 79.1±2ms             | 78.1±2ms            | 0.99    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 103±6ms              | 103±7ms             | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 66.1±2ms             | 64.9±2ms            | 0.98    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.09M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.71±0.04ms          | 4.66±0.04ms         | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 78.8±0.4ms           | 78.1±0.4ms          | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 40.5±0.2ms           | 40.5±0.6ms          | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 477±3ms              | 471±2ms             | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.3±0.4ns           | 86.3±0.3ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 61.3±0.3ms           | 61.5±0.5ms          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.8±0.2ns           | 87.0±0.3ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 419±4ms              | 418±2ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±0.3k            | 31.5±0.3k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.81±0.2M            | 1.79±0.1M           | 0.99    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.3k            | 31.7±0.4k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 208±20M             | 0.92    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.4±0.6ms           | 38.5±0.6ms          | 0.98    | stats.PearsonR.time_lazy                                                                    |
|          | 9.04±0.08ms          | 9.03±0.1ms          | 1.00    | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.3M            | 29.6±0.5M           | 1.01    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.0±0.3ms           | 24.2±0.6ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 59.5±0.3ms           | 59.6±0.5ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 15789926291

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⏱️ Performance Benchmark Report: 90b6c5a

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [f5940da8]    | After [90b6c5a1]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.1±0.4ms           | 21.3±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 53.3±0.9ms           | 52.7±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.3±0.5ms           | 36.1±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 165±2ms              | 166±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.4±0.2ms           | 23.1±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.8±0.5ms           | 31.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.3±0.3ms           | 23.4±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 32.0±0.3ms           | 31.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.2±0.2ms           | 21.5±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.3±0.8ms           | 45.8±0.8ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.3ms            | 126±0.9ms           |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 127±1ms              | 127±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.4±0.3ms           | 22.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.3±1ms             | 48.6±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.9±0.2ms           | 23.8±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.9±0.9ms           | 58.5±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.8±0.2ms           | 21.3±0.1ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.8±0.9ms           | 45.4±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.09±0.02s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.07±0.01s           | 1.09±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 209±1ms              | 211±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 354±7ms              | 335±8ms             |    0.95 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.1±0.3ms           | 22.5±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.1±0.3ms           | 30.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.1±0.2ms           | 22.7±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.2±1ms             | 59.8±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.5±0.4ms           | 23.3±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.4±1ms             | 62.7±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.1±0.2ms           | 23.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.2±0.9ms           | 58.8±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.85±0.09ms          | 7.85±0.04ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.9±0.4ms           | 21.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.8±0.3ms           | 20.0±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 123±1ms              | 123±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.23±0.09ms          | 8.21±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.0±0.5ms           | 20.3±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.31±0.1ms           | 8.23±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.9±0.4ms           | 20.0±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.69±0.07ms          | 7.83±0.08ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.5±0.2ms           | 20.6±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.3±0.2ms           | 24.6±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.5±0.7ms           | 34.7±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.11±0.06ms          | 8.28±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.9±0.4ms           | 20.8±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.93±0.04ms          | 9.06±0.09ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.3±0.5ms           | 23.1±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.72±0.09ms          | 7.94±0.1ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.4±0.4ms           | 20.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 528±4ms              | 531±90ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 540±2ms              | 539±90ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.6±0.5ms           | 45.3±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 133±1ms              | 133±0.8ms           |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.10±0.1ms           | 8.18±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.1±0.3ms           | 19.8±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.19±0.1ms           | 8.30±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.3±0.5ms           | 22.7±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.18±0.03ms          | 8.34±0.04ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.1±0.5ms           | 22.2±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.41±0.06ms          | 8.48±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.6±0.4ms           | 21.4±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.6±0.4ms           | 23.1±0.2ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 83.0±1ms             | 83.9±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.9±0.2ms           | 22.7±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.7±1ms             | 95.0±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.3±0.2ms           | 21.9±0.6ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.8±0.8ms           | 56.3±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.24±0.1ms           | 8.44±0.1ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.2±0.2ms           | 27.4±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.18±0.06ms          | 8.39±0.1ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.8±0.6ms           | 28.8±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.90±0.1ms           | 8.07±0.1ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.5±0.7ms           | 22.9±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 224±3ms              | 228±4ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 277±4ms              | 283±2ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.18±0.01ms          | 1.17±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 403±5μs              | 417±5μs             |    1.03 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 967±10μs             | 963±7μs             |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 596±4μs              | 602±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 87.3±0.7ms           | 86.1±2ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.5±0.7ms           | 25.1±1ms            |    1.03 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 101±1ms              | 102±2ms             |    1.02 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.7±0.2μs           | 17.6±0.3μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 88.5±1ms             | 88.2±1ms            |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 26.9±1ms             | 25.7±0.5ms          |    0.96 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 102±2ms              | 102±1ms             |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.7±0.3μs           | 17.6±0.3μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 171±1ms              | 170±0.6ms           |    0.99 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 66.5±0.9ms           | 67.0±2ms            |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 199±1ms              | 201±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.3±0.4μs           | 52.7±0.5μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 240±2ms              | 239±1ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 136±0.8ms            | 136±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 269±2ms              | 271±0.7ms           |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.5±0.4μs           | 55.0±0.7μs          |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 794±4μs              | 784±20μs            |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 184±2μs              | 184±3μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 115±2μs              | 115±1μs             |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 94.9±0.6μs           | 91.5±0.8μs          |    0.96 | import_iris.Iris.time__deprecation                                                          |
|          | 161±1μs              | 167±2μs             |    1.04 | import_iris.Iris.time__lazy_data                                                            |
|          | 908±10μs             | 901±20μs            |    0.99 | import_iris.Iris.time__merge                                                                |
|          | 73.9±0.4μs           | 74.4±0.9μs          |    1.01 | import_iris.Iris.time__representation                                                       |
|          | 608±6μs              | 603±3μs             |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 141±1μs              | 140±2μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±1μs              | 107±3μs             |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 248±4μs              | 250±2μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±1μs              | 191±2μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±1μs              | 111±1μs             |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±0.8μs            | 136±4μs             |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 320±2μs              | 327±2μs             |    1.02 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.8±0.6μs           | 93.9±0.6μs          |    1.03 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 208±1μs              | 215±5μs             |    1.03 | import_iris.Iris.time_analysis_maths                                                        |
|          | 93.2±0.5μs           | 93.8±1μs            |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 171±4μs              | 170±1μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 309±2μs              | 308±8μs             |    0.99 | import_iris.Iris.time_aux_factory                                                           |
|          | 80.9±0.2μs           | 80.9±0.7μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 160±0.4μs            | 158±1μs             |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.34±0.01ms          | 1.33±0.01ms         |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 168±1μs              | 168±2μs             |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.16±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 196±1μs              | 200±2μs             |    1.02 | import_iris.Iris.time_config                                                                |
|          | 128±1μs              | 127±2μs             |    0.99 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 380±5μs              | 379±7μs             |    1    | import_iris.Iris.time_coord_systems                                                         |
|          | 752±3μs              | 755±7μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 630±4μs              | 629±2μs             |    1    | import_iris.Iris.time_cube                                                                  |
|          | 243±3μs              | 240±6μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 74.6±0.4μs           | 74.7±0.5μs          |    1    | import_iris.Iris.time_experimental                                                          |
|          | 181±0.9μs            | 181±3μs             |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 255±4μs              | 259±7μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.56±0.04ms          | 2.59±0.01ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.9±0.2μs           | 76.7±1μs            |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 113±0.4μs            | 113±1μs             |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 428±10μs             | 429±4μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.67±0.05ms          | 4.71±0.03ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.9±0.5μs           | 71.4±2μs            |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 248±2μs              | 256±5μs             |    1.03 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±1μs              | 115±0.8μs           |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 121±1μs              | 123±1μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 208±1μs              | 212±1μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 786±5μs              | 789±9μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±0.9μs            | 178±2μs             |    1.02 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±2μs              | 141±1μs             |    1.04 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 548±10μs             | 542±5μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 221±0.6μs            | 220±2μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.9±0.7μs           | 80.1±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 158±0.8μs            | 159±2μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±1μs              | 140±3μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.4±0.1μs           | 72.9±0.8μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.4±0.6μs           | 78.2±0.9μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 963±10μs             | 961±10μs            |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±0.7μs            | 138±2μs             |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 177±2μs              | 176±2μs             |    1    | import_iris.Iris.time_io_format_picker                                                      |
|          | 211±0.6μs            | 214±2μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 126±0.5μs            | 126±1μs             |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.10±0.06ms          | 8.18±0.05ms         |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 1.78±0.01ms          | 1.78±0.08ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 218±2μs              | 220±5μs             |    1.01 | import_iris.Iris.time_quickplot                                                             |
|          | 2.15±0.03ms          | 2.13±0.01ms         |    0.99 | import_iris.Iris.time_std_names                                                             |
|          | 1.83±0.02ms          | 1.81±0.02ms         |    0.99 | import_iris.Iris.time_symbols                                                               |
|          | 98.5±0.7ms           | 98.4±0.6ms          |    1    | import_iris.Iris.time_tests                                                                 |
|          | 253±2μs              | 252±0.5μs           |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.04±0.01ms          | 5.07±0.02ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 117±0.4μs            | 118±0.3μs           |    1.01 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.71±0.01ms          | 2.75±0.01ms         |    1.02 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.31±0.02ms          | 1.30±0.02ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 169±2μs              | 168±2μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.5±0.4μs           | 98.7±2μs            |    1    | import_iris.Iris.time_time                                                                  |
|          | 345±3μs              | 352±2μs             |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 72.3±0.5μs           | 72.6±0.9μs          |    1    | iterate.IZip.time_izip                                                                      |
|          | 9.53±0.04ms          | 9.82±0.1ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.7±0.04ms          | 15.6±0.5ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.53±0.05ms          | 9.85±0.06ms         |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.50±0.03ms          | 9.78±0.08ms         |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.2±0.03ms          | 13.3±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.65±0.1ms           | 9.82±0.05ms         |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.44±0.01s           | 1.48±0.01s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.2±0.2ms           | 12.2±0.03ms         |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.45±0.01s           | 1.49±0.01s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.43±0.01s           | 1.47±0.03s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.1±0.07ms          | 12.3±0.2ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.45±0.01s           | 1.48±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.09±0.02ms          | 5.20±0.03ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.8±0.3ms           | 11.9±0.05ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.06±0.01ms          | 5.17±0.05ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.11±0.06ms          | 5.22±0.01ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.02ms          | 12.0±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.07±0.1ms           | 5.19±0.03ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.8±0.2ms           | 22.5±0.7ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 25.6±0.1ms           | 25.7±0.6ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.8±1ms             | 11.9±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.6±2ms             | 28.3±0.9ms          |    1.06 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 83.0±0.5ms           | 82.8±0.4ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.9±0.9ms           | 27.7±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 605±1ms              | 605±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.40±0.1ms           | 3.36±0.09ms         |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 607±3ms              | 606±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 614±1ms              | 617±5ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.37±0.1ms           | 3.34±0.05ms         |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 614±3ms              | 612±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.05±0.06ms          | 2.10±0.06ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.28±0.03ms          | 3.29±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.07±0.08ms          | 2.04±0.07ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.05±0.08ms          | 2.08±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.49±0.06ms          | 3.47±0.07ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.04±0.04ms          | 2.07±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 343±5ms              | 343±6ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 89.1±0.9ms           | 93.1±3ms            |    1.04 | load.ManyVars.time_many_var_load                                                            |
|          | 9.70±0.09ms          | 9.94±0.04ms         |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.66±0.03ms          | 9.88±0.09ms         |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.45±0.01s           | 1.48±0.01s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.48±0.02s           | 1.48±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.14±0.02ms          | 5.22±0.02ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.06±0.03ms          | 5.23±0.02ms         |    1.03 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.88±0.2ms           | 8.87±0.08ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.50±0.01ms          | 5.58±0.04ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.44±0.01s           | 1.46±0.01s          |    1.02 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 416±2ms              | 425±6ms             |    1.02 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.21±0.05ms          | 4.30±0.02ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.12±0.02ms          | 4.19±0.02ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 157±0.8ms            | 159±1ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.0±0.2ms           | 15.3±0.2ms          |    1.02 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 160±1ms              | 161±0.7ms           |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.8±0.3ms           | 32.2±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.6±0.1ms           | 14.9±0.2ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.9±0.2ms           | 32.4±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 15.1±0.3ms           | 14.9±0.1ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 44.8±0.6ms           | 45.2±0.7ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.91±0.1ms           | 8.99±0.09ms         |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.4±0.5ms           | 16.7±0.5ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 14.8±0.2ms           | 15.4±0.6ms          |    1.04 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.2±0.2ms           | 15.2±0.4ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.88±0.1ms           | 8.76±0.08ms         |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.4±0.3ms           | 11.5±0.3ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 16.0±0.2ms           | 16.0±0.3ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 54.7±0.4ms           | 54.6±0.3ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.3±0.2ms           | 16.3±0.3ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.4±0.4ms           | 16.9±0.2ms          |    0.97 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.31±0.1ms           | 3.34±0.07ms         |    1.01 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.19±0.7ms           | 6.23±0.09ms         |    1.01 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.2±0.6ms           | 35.2±0.7ms          |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 781±4ms              | 778±5ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.36±0.03s           | 1.37±0.03s          |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 430±6ms              | 431±8ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±2M               | 110±4M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 39.3±3ms             | 35.5±4ms            |    0.9  | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 364±3ns              | 364±3ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 194±2ms              | 197±2ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 771±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)      |
|          | 16.5±0.3ms           | 16.4±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.8±0.4ms           | 19.9±0.5ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 115±0.6ms            | 115±0.9ms           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 572±2ms              | 577±6ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.1M            | 1.46±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 74.4±0.6ms           | 74.7±0.8ms          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 534±4ms              | 535±4ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.41±0.03M           | 1.41±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.04M           | 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)                 |
|          | 6.69±0.03ms          | 6.78±0.03ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 81.9±2ms             | 81.9±0.8ms          |    1    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 106±7ms              | 106±6ms             |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 65.7±6ms             | 65.7±4ms            |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.08M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.70±0.03ms          | 4.75±0.04ms         |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 79.8±0.3ms           | 80.7±0.8ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 40.9±0.2ms           | 41.0±0.4ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 472±2ms              | 473±2ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 91.3±2ns             | 89.7±3ns            |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 63.0±0.3ms           | 63.1±0.3ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 88.7±1ns             | 86.8±3ns            |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 414±2ms              | 414±3ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.3k            | 31.8±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.75±0.1M            | 1.7±0.1M            |    0.97 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.6±0.4k            | 31.6±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±10M              | 208±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.0±0.5ms           | 39.3±0.6ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 9.15±0.2ms           | 9.17±0.3ms          |    1    | stats.PearsonR.time_real                                                                    |
|          | 29.4±1M              | 29.4±0.5M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.5±0.2ms           | 24.9±0.4ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.9±1ms             | 61.3±0.6ms          |    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                           |

Generated by GHA run 15789926298

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