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@scitools-ci scitools-ci bot commented Mar 8, 2025

Lockfiles updated to the latest resolvable environment.

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

@scitools-ci scitools-ci bot added Bot A bot generated issue/pull-request New: Pull Request labels Mar 8, 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 Mar 8, 2025
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codecov bot commented Mar 8, 2025

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.78%. Comparing base (cf85915) to head (f736638).
Report is 80 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #6359   +/-   ##
=======================================
  Coverage   89.78%   89.78%           
=======================================
  Files          90       90           
  Lines       23632    23632           
  Branches     4411     4411           
=======================================
  Hits        21217    21217           
  Misses       1667     1667           
  Partials      748      748           

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github-actions bot commented Mar 8, 2025

⏱️ Performance Benchmark Report: 4a8504b

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [cf859152]    | After [4a8504bf]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.7±0.2ms           | 21.0±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.1±0.6ms           | 51.9±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.5±0.3ms           | 34.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 158±2ms              | 159±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.9±0.2ms           | 23.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.2±0.4ms           | 30.2±0.2ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.9±0.3ms           | 22.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.6±0.4ms           | 30.5±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.5±0.3ms           | 20.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.5±0.7ms           | 44.1±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 124±2ms              | 124±0.5ms           |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±2ms              | 126±1ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.8±0.3ms           | 22.0±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.8±0.8ms           | 46.6±0.5ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.3±0.4ms           | 23.5±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 55.9±0.5ms           | 55.2±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.7±0.2ms           | 20.5±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 43.8±0.6ms           | 44.3±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.01s           | 1.09±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.07±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 214±5ms              | 217±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 332±7ms              | 335±5ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.7±0.2ms           | 21.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.5±0.3ms           | 29.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.8±0.1ms           | 21.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.3±0.6ms           | 58.3±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.7±0.2ms           | 22.8±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.1±1ms             | 60.4±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.6±0.2ms           | 23.1±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 56.6±0.8ms           | 56.4±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.57±0.07ms          | 7.68±0.07ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.4±0.4ms           | 21.0±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 18.7±0.2ms           | 18.8±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 114±3ms              | 114±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.93±0.1ms           | 7.94±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.2±0.2ms           | 19.2±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.82±0.08ms          | 7.85±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.3±0.3ms           | 19.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.60±0.09ms          | 7.58±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.3±0.4ms           | 19.6±0.07ms         |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.0±0.2ms           | 23.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.2±0.6ms           | 33.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.85±0.07ms          | 7.73±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.4±0.4ms           | 20.1±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.12±0.2ms           | 9.19±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.8±0.4ms           | 22.2±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.61±0.03ms          | 7.60±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.1±0.3ms           | 20.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 528±1ms              | 527±0.8ms           |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 541±4ms              | 535±3ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.4±0.8ms           | 44.9±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 125±2ms              | 124±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.69±0.06ms          | 7.76±0.08ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.1±0.3ms           | 19.0±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.80±0.08ms          | 7.92±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.9±0.2ms           | 21.7±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.00±0.1ms           | 8.03±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.4±0.1ms           | 21.6±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.10±0.1ms           | 7.97±0.03ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 20.9±0.3ms           | 20.7±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.1±0.2ms           | 22.6±0.1ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.3±0.4ms           | 81.8±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.6±0.3ms           | 22.3±0.07ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.0±1ms             | 93.1±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.1±0.1ms           | 20.8±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.1±0.6ms           | 55.0±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.20±0.09ms          | 8.14±0.05ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 25.8±0.6ms           | 25.5±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.86±0.05ms          | 8.02±0.1ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.5±0.4ms           | 27.2±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.66±0.06ms          | 7.57±0.05ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.9±0.7ms           | 21.9±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 215±4ms              | 212±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 262±2ms              | 264±5ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.11±0.01ms          | 1.08±0.01ms         |    0.97 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 386±5μs              | 372±9μs             |    0.96 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 911±8μs              | 910±10μs            |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 548±8μs              | 547±4μs             |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 79.4±1ms             | 80.0±0.9ms          |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.9±0.5ms           | 24.8±0.4ms          |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 93.2±0.8ms           | 92.9±0.6ms          |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.3±0.2μs           | 16.2±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 80.8±0.9ms           | 79.5±0.6ms          |    0.98 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.1±0.6ms           | 25.2±0.4ms          |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 93.5±1ms             | 92.8±1ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.4±0.2μs           | 16.1±0.1μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 159±2ms              | 162±1ms             |    1.02 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 63.5±0.9ms           | 63.2±0.7ms          |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 185±2ms              | 185±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.5±0.8μs           | 50.5±0.2μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 227±3ms              | 227±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 129±3ms              | 126±3ms             |    0.98 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 253±4ms              | 252±6ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 53.0±0.5μs           | 51.9±0.7μs          |    0.98 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 806±6μs              | 804±3μs             |    1    | import_iris.Iris.time__concatenate                                                          |
|          | 184±0.8μs            | 185±1μs             |    1.01 | import_iris.Iris.time__constraints                                                          |
|          | 114±1μs              | 114±2μs             |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 90.3±1μs             | 91.8±1μs            |    1.02 | import_iris.Iris.time__deprecation                                                          |
|          | 162±1μs              | 160±3μs             |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 907±4μs              | 903±6μs             |    1    | import_iris.Iris.time__merge                                                                |
|          | 73.9±0.6μs           | 73.5±0.8μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 600±5μs              | 598±7μs             |    1    | import_iris.Iris.time_analysis                                                              |
|          | 139±1μs              | 138±1μs             |    0.99 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±0.7μs            | 106±0.9μs           |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 247±2μs              | 244±2μs             |    0.99 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±2μs              | 189±2μs             |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±1μs              | 112±2μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±0.9μs            | 134±1μs             |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 327±20μs             | 323±4μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.7±2μs             | 91.0±0.4μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±1μs              | 210±2μs             |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.3±0.5μs           | 94.8±1μs            |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 172±4μs              | 170±3μs             |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 308±3μs              | 313±3μs             |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 80.8±0.8μs           | 79.8±0.6μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 162±1μs              | 157±1μs             |    0.97 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.37±0.03ms          | 1.38±0.02ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 168±1μs              | 166±1μs             |    0.98 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0.01ms          | 1.18±0.02ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 196±2μs              | 198±0.9μs           |    1.01 | import_iris.Iris.time_config                                                                |
|          | 125±1μs              | 124±0.3μs           |    0.99 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 381±10μs             | 392±7μs             |    1.03 | import_iris.Iris.time_coord_systems                                                         |
|          | 760±6μs              | 766±8μs             |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 643±5μs              | 648±6μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 232±4μs              | 236±2μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 73.8±1μs             | 73.8±2μs            |    1    | import_iris.Iris.time_experimental                                                          |
|          | 178±1μs              | 178±1μs             |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 253±3μs              | 250±2μs             |    0.99 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.47±0.01ms          | 2.52±0.01ms         |    1.02 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.9±0.5μs           | 75.6±0.7μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 111±0.9μs            | 111±0.6μs           |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 424±4μs              | 421±10μs            |    0.99 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.84±0.05ms          | 4.84±0.05ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 70.9±0.8μs           | 71.8±1μs            |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 249±2μs              | 248±2μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±1μs              | 113±0.7μs           |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 119±2μs              | 119±0.8μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 204±2μs              | 200±4μs             |    0.98 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 791±10μs             | 792±3μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 178±1μs              | 175±3μs             |    0.99 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 131±0.4μs            | 133±1μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 544±10μs             | 542±4μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 222±3μs              | 220±1μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.5±1μs             | 79.3±0.9μs          |    0.97 | import_iris.Iris.time_fileformats_um                                                        |
|          | 158±1μs              | 156±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±2μs              | 136±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.2±0.7μs           | 71.4±0.8μs          |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 80.2±1μs             | 79.1±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 933±20μs             | 940±5μs             |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±2μs              | 137±3μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 177±4μs              | 174±0.7μs           |    0.98 | import_iris.Iris.time_io_format_picker                                                      |
|          | 209±0.8μs            | 205±2μs             |    0.98 | import_iris.Iris.time_iris                                                                  |
|          | 126±2μs              | 125±0.6μs           |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 8.16±0.02ms          | 8.11±0.05ms         |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.74±0.03ms          | 1.72±0.01ms         |    0.99 | import_iris.Iris.time_plot                                                                  |
|          | 219±2μs              | 219±2μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.16±0.02ms          | 2.19±0.02ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.82±0.02ms          | 1.82±0.02ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 14.0±0.6ms           | 14.5±0.8ms          |    1.03 | import_iris.Iris.time_tests                                                                 |
|          | 248±2μs              | 246±2μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.05±0.05ms          | 4.98±0.03ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 117±1μs              | 115±0.5μs           |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.70±0.01ms          | 2.67±0.01ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.32±0.02ms          | 1.28±0ms            |    0.98 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 167±0.5μs            | 167±2μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.8±2μs             | 98.0±0.5μs          |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 353±5μs              | 348±4μs             |    0.99 | import_iris.Iris.time_util                                                                  |
|          | 68.7±0.3μs           | 69.3±1μs            |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 9.75±0.03ms          | 9.85±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.0±0.2ms           | 16.0±0.6ms          |    1.06 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.92±0.1ms           | 9.92±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.80±0.2ms           | 9.76±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.8±0.1ms           | 12.9±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.81±0.08ms          | 9.91±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.50±0.01s           | 1.50±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.8±0.3ms           | 11.8±0.06ms         |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.50±0.02s           | 1.51±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.50±0.02s           | 1.51±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.7±0.2ms           | 11.7±0.05ms         |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.52±0.01s           | 1.52±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.16±0.09ms          | 5.08±0.04ms         |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.2±0.2ms           | 11.4±0.2ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.07±0.04ms          | 5.00±0.07ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.22±0.08ms          | 5.04±0.01ms         |    0.97 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.4±0.2ms           | 11.5±0.07ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.03±0.04ms          | 5.02±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.1±1ms             | 21.2±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 25.4±0.1ms           | 25.3±0.4ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 10.8±0.7ms           | 10.3±0.5ms          |    0.95 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.4±0.9ms           | 26.6±0.4ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 69.9±1ms             | 69.6±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.0±0.7ms           | 26.2±0.8ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 489±10ms             | 489±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.94±0.07ms          | 2.88±0.09ms         |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 499±10ms             | 490±2ms             |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 504±10ms             | 500±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.95±0.06ms          | 2.90±0.08ms         |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 502±9ms              | 499±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.54±0.04ms          | 1.53±0.06ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.92±0.07ms          | 2.89±0.07ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.55±0.05ms          | 1.54±0.04ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.58±0.02ms          | 1.61±0.05ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.97±0.08ms          | 3.01±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.59±0.05ms          | 1.63±0.04ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 342±2ms              | 344±3ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 86.0±2ms             | 84.2±0.5ms          |    0.98 | load.ManyVars.time_many_var_load                                                            |
|          | 9.91±0.2ms           | 9.87±0.08ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.90±0.06ms          | 10.1±0.1ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.53±0.01s           | 1.51±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.53±0.01s           | 1.53±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.13±0.05ms          | 5.17±0.04ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.13±0.02ms          | 5.11±0.04ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.98±0.05ms          | 9.19±0.2ms          |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.79±0.03ms          | 5.78±0.04ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.51±0.02s           | 1.50±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 515±8ms              | 500±3ms             |    0.97 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.32±0.03ms          | 4.26±0.04ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.20±0.05ms          | 4.20±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 166±0.5ms            | 166±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.5±0.2ms           | 14.6±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 166±1ms              | 167±1ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.3±0.6ms           | 32.5±0.6ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.3±0.09ms          | 14.2±0.08ms         |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.6±0.3ms           | 32.6±0.4ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.3±0.2ms           | 13.2±0.1ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 44.3±0.9ms           | 44.0±0.8ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.48±0.2ms           | 8.37±0.1ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.3±0.4ms           | 16.4±1ms            |    1.07 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.2±0.3ms           | 13.5±0.3ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.6±0.3ms           | 14.5±0.4ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.45±0.1ms           | 8.45±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 10.9±0.3ms           | 11.2±0.3ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 14.3±0.2ms           | 14.3±0.2ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 53.5±0.9ms           | 54.1±0.7ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.3±0.3ms           | 14.5±0.2ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.9±0.4ms           | 16.5±0.3ms          |    0.97 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.82±0.07ms          | 2.80±0.1ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.74±0.08ms          | 3.63±0.3ms          |    0.97 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.2±1ms             | 35.4±1ms            |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 785±5ms              | 773±10ms            |    0.98 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.49±0.02s           | 1.49±0.02s          |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 444±5ms              | 442±2ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 110±1M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 32.4±2ms             | 33.8±1ms            |    1.04 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.02M            | 126±0.01M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 347±4ns              | 348±8ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 197±2ms              | 196±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 739±0.3k             | 740±0.4k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.0±0.6ms           | 16.3±0.2ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.3±0.08ms          | 19.1±0.1ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.29±0.05M           | 1.29±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.05M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 105±2ms              | 104±2ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 571±4ms              | 569±9ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.34±0.05M           | 1.34±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.4±0.04M           | 96.4±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 65.7±0.8ms           | 66.3±0.5ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 531±4ms              | 528±3ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.23±0.03M           | 1.21±0.03M          |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.3±0.03M           | 96.3±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)                 |
|          | 6.71±0.04ms          | 6.74±0.04ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 74.9±4ms             | 69.6±3ms            |    0.93 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±1ms              | 104±0.8ms           |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 49.2±0.6ms           | 49.9±2ms            |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.01M            | 107±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.40±0.04ms          | 4.31±0.04ms         |    0.98 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 71.6±1ms             | 71.0±2ms            |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 42.8±0.6ms           | 43.3±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 481±3ms              | 476±2ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 83.3±4ns             | 83.8±0.7ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 54.4±1ms             | 54.0±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 83.8±0.7ns           | 84.7±0.6ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 418±5ms              | 421±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 29.8±0.3k            | 29.8±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.65±0.2M            | 1.77±0.1M           |    1.07 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 29.8±0.3k            | 29.7±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±30M              | 191±20M             |    0.85 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.5±0.6ms           | 38.8±0.6ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 8.53±0.2ms           | 8.64±0.1ms          |    1.01 | stats.PearsonR.time_real                                                                    |
|          | 29.5±0.7M            | 29.5±0.9M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 21.2±0.1ms           | 21.2±0.2ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.2±1ms             | 60.1±0.8ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 13731575040

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github-actions bot commented Mar 8, 2025

⏱️ Performance Benchmark Report: 4a8504b

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [cf859152]    | After [4a8504bf]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.0±0.3ms           | 21.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.3±0.5ms           | 51.7±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.7±0.5ms           | 34.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 159±1ms              | 158±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.2±0.2ms           | 22.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.9±0.5ms           | 30.4±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.9±0.1ms           | 22.6±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.7±0.4ms           | 30.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.7±0.2ms           | 20.8±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 43.9±0.5ms           | 44.1±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.7ms            | 125±0.8ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±0.9ms            | 129±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.3±0.3ms           | 21.7±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.9±0.4ms           | 48.4±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.2±0.4ms           | 23.2±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.6±0.8ms           | 56.1±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.8±0.2ms           | 20.7±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.1±0.6ms           | 44.2±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.10±0.01s           | 1.09±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.07±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 220±4ms              | 210±1ms             |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 344±9ms              | 342±3ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.9±0.2ms           | 22.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.4±0.4ms           | 29.5±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.8±0.4ms           | 21.9±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.4±0.5ms           | 59.0±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.3±0.2ms           | 22.8±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.0±0.7ms           | 61.5±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.1±0.2ms           | 22.7±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.4±0.7ms           | 57.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.67±0.05ms          | 7.76±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.2±0.2ms           | 21.3±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.1±0.3ms           | 19.1±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 115±1ms              | 115±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.97±0.08ms          | 7.97±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.4±0.1ms           | 19.4±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.96±0.07ms          | 8.01±0.07ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.5±0.1ms           | 19.2±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.63±0.1ms           | 7.49±0.06ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.0±0.2ms           | 19.8±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.4±0.2ms           | 23.2±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.9±0.2ms           | 34.0±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.85±0.08ms          | 7.90±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.3±0.3ms           | 20.4±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.25±0.08ms          | 9.20±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.0±0.2ms           | 22.8±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.56±0.08ms          | 7.57±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.1±0.2ms           | 20.0±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 529±10ms             | 528±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 535±0.9ms            | 535±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.9±0.4ms           | 44.2±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 125±1ms              | 125±0.7ms           |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.78±0.05ms          | 7.75±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.0±0.3ms           | 19.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.83±0.08ms          | 7.90±0.06ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.3±0.3ms           | 22.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.11±0.1ms           | 7.99±0.06ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.8±0.2ms           | 21.3±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.10±0.1ms           | 8.07±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.4±0.4ms           | 21.1±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.5±0.4ms           | 22.7±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.2±0.4ms           | 82.7±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.5±0.3ms           | 22.4±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 95.0±0.6ms           | 94.9±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.2±0.3ms           | 21.1±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.9±0.5ms           | 55.4±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.06±0.2ms           | 8.11±0.05ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 25.4±0.4ms           | 25.9±0.4ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.13±0.2ms           | 7.98±0.1ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.5±0.4ms           | 27.3±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.76±0.1ms           | 7.68±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.1±0.6ms           | 22.2±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 217±4ms              | 214±1ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 265±1ms              | 262±2ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.09±0.03ms          | 1.11±0.01ms         |    1.02 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 387±10μs             | 386±5μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 934±10μs             | 916±7μs             |    0.98 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 558±10μs             | 554±10μs            |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 79.7±1ms             | 80.2±0.9ms          |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.2±0.6ms           | 25.2±0.4ms          |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 92.2±0.6ms           | 92.4±2ms            |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.5±0.2μs           | 16.6±0.2μs          |    1.01 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 80.8±0.4ms           | 82.9±1ms            |    1.03 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.0±0.5ms           | 25.6±0.5ms          |    1.02 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 92.8±1ms             | 93.9±2ms            |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.7±0.2μs           | 16.5±0.2μs          |    0.98 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 163±2ms              | 163±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 64.1±0.4ms           | 64.3±0.4ms          |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 188±1ms              | 187±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.8±0.7μs           | 51.8±0.9μs          |    1.02 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 225±2ms              | 227±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 127±0.6ms            | 126±1ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 251±3ms              | 251±1ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 52.8±0.5μs           | 53.0±0.7μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 807±20μs             | 797±4μs             |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 185±2μs              | 185±2μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 114±0.4μs            | 115±0.7μs           |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 92.3±0.8μs           | 91.1±0.4μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 163±0.9μs            | 165±1μs             |    1.01 | import_iris.Iris.time__lazy_data                                                            |
|          | 948±20μs             | 903±2μs             |    0.95 | import_iris.Iris.time__merge                                                                |
|          | 73.4±0.5μs           | 74.6±0.5μs          |    1.02 | import_iris.Iris.time__representation                                                       |
|          | 606±9μs              | 602±10μs            |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 138±2μs              | 141±1μs             |    1.02 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±0.7μs            | 108±1μs             |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 244±2μs              | 248±2μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 191±3μs              | 192±2μs             |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 109±3μs              | 111±0.9μs           |    1.02 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±2μs              | 140±3μs             |    1.03 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 319±6μs              | 325±2μs             |    1.02 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.7±0.4μs           | 91.1±0.4μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 210±2μs              | 214±2μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                        |
|          | 96.0±1μs             | 94.4±0.9μs          |    0.98 | import_iris.Iris.time_analysis_stats                                                        |
|          | 173±3μs              | 173±1μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 310±5μs              | 315±2μs             |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 79.8±0.7μs           | 80.2±0.3μs          |    1.01 | import_iris.Iris.time_common                                                                |
|          | 158±2μs              | 160±1μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.37±0.01ms          | 1.37±0ms            |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 167±0.7μs            | 168±1μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.19±0.01ms          | 1.18±0ms            |    0.99 | import_iris.Iris.time_common_resolve                                                        |
|          | 198±0.9μs            | 200±2μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 128±4μs              | 126±1μs             |    0.98 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 381±3μs              | 388±4μs             |    1.02 | import_iris.Iris.time_coord_systems                                                         |
|          | 764±5μs              | 770±5μs             |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 646±10μs             | 652±3μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 236±2μs              | 235±3μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 74.1±0.9μs           | 74.8±1μs            |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 178±2μs              | 181±2μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 256±1μs              | 265±7μs             |    1.03 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.51±0.01ms          | 2.54±0.04ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.9±0.6μs           | 75.6±0.5μs          |    0.98 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 112±0.8μs            | 114±0.8μs           |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 424±3μs              | 429±5μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.79±0.05ms          | 4.86±0.03ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 70.7±0.5μs           | 72.8±0.7μs          |    1.03 | import_iris.Iris.time_fileformats_name                                                      |
|          | 250±2μs              | 252±8μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 112±0.8μs            | 114±1μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 119±2μs              | 122±0.4μs           |    1.02 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 205±3μs              | 217±3μs             |    1.06 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 804±10μs             | 817±10μs            |    1.02 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 178±6μs              | 183±2μs             |    1.03 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 131±2μs              | 135±1μs             |    1.03 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 543±4μs              | 550±3μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 225±2μs              | 223±4μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.0±1μs             | 82.7±1μs            |    1.05 | import_iris.Iris.time_fileformats_um                                                        |
|          | 157±1μs              | 159±3μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±1μs              | 139±2μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.0±0.6μs           | 73.2±1μs            |    1.02 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.0±0.3μs           | 78.9±0.6μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 943±6μs              | 943±4μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±2μs              | 139±1μs             |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 178±4μs              | 177±1μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 209±2μs              | 212±3μs             |    1.02 | import_iris.Iris.time_iris                                                                  |
|          | 126±1μs              | 128±2μs             |    1.02 | import_iris.Iris.time_iterate                                                               |
|          | 8.32±0.02ms          | 8.32±0.2ms          |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.73±0.01ms          | 1.73±0.01ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 216±1μs              | 218±1μs             |    1.01 | import_iris.Iris.time_quickplot                                                             |
|          | 2.15±0.02ms          | 2.19±0.03ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.87±0.02ms          | 1.83±0.01ms         |    0.98 | import_iris.Iris.time_symbols                                                               |
|          | 34.7±0.4ms           | 34.6±0.5ms          |    1    | import_iris.Iris.time_tests                                                                 |
|          | 253±4μs              | 249±0.8μs           |    0.98 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.02±0.05ms          | 5.00±0.04ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 117±0.4μs            | 117±1μs             |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.68±0.03ms          | 2.71±0.03ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.30±0.02ms          | 1.29±0.01ms         |    0.99 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 168±3μs              | 169±0.9μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.0±0.9μs           | 98.8±0.5μs          |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 355±7μs              | 352±5μs             |    0.99 | import_iris.Iris.time_util                                                                  |
|          | 69.8±0.8μs           | 70.6±1μs            |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 9.96±0.05ms          | 9.89±0.05ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.5±0.4ms           | 15.0±0.1ms          |    0.97 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.94±0.2ms           | 9.90±0.03ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.79±0.1ms           | 9.81±0.06ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.9±0.2ms           | 12.9±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.84±0.3ms           | 9.96±0.09ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.53±0.02s           | 1.53±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.8±0.1ms           | 11.9±0.2ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.54±0s              | 1.56±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.53±0.01s           | 1.52±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.8±0.1ms           | 11.6±0.03ms         |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.54±0.02s           | 1.54±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.11±0.03ms          | 5.11±0.05ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.4±0.2ms           | 11.4±0.05ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.08±0.05ms          | 5.11±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.10±0.01ms          | 5.14±0.01ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.5±0.06ms          | 11.5±0.2ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.07±0.02ms          | 5.12±0.04ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.6±1ms             | 21.2±1ms            |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 25.9±0.3ms           | 26.1±0.2ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.0±0.7ms           | 10.8±0.9ms          |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.7±0.9ms           | 26.7±0.8ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 70.0±0.8ms           | 70.0±0.6ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 25.7±0.5ms           | 25.9±0.6ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 500±3ms              | 502±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.92±0.03ms          | 2.97±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 502±2ms              | 503±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 510±2ms              | 514±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.02±0.07ms          | 2.90±0.04ms         |    0.96 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 510±2ms              | 514±1ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.53±0.03ms          | 1.61±0.05ms         |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.88±0.07ms          | 2.88±0.07ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.50±0.02ms          | 1.55±0.04ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.57±0.05ms          | 1.63±0.04ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.06±0.1ms           | 2.99±0.07ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.65±0.07ms          | 1.59±0.05ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 342±2ms              | 342±6ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 84.9±1ms             | 83.6±0.9ms          |    0.98 | load.ManyVars.time_many_var_load                                                            |
|          | 9.87±0.1ms           | 10.1±0.2ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.1±0.08ms          | 10.1±0.04ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.53±0.01s           | 1.54±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.55±0.01s           | 1.56±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.15±0.09ms          | 5.26±0.03ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.10±0.04ms          | 5.17±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.97±0.07ms          | 9.09±0.04ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.82±0.04ms          | 5.90±0.06ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.52±0.01s           | 1.52±0.01s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 512±6ms              | 517±5ms             |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.27±0.03ms          | 4.35±0.02ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.16±0.04ms          | 4.18±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 167±2ms              | 166±2ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.3±0.1ms           | 14.5±0.08ms         |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 167±2ms              | 167±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.3±0.9ms           | 33.5±0.5ms          |    1.04 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.2±0.07ms          | 14.2±0.06ms         |    1    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 33.0±0.3ms           | 33.4±0.4ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.4±0.2ms           | 13.3±0.2ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 45.0±0.7ms           | 45.1±0.6ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.36±0.2ms           | 8.45±0.2ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.5±0.3ms           | 15.1±0.2ms          |    0.98 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.5±0.3ms           | 13.4±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.8±0.3ms           | 14.9±0.5ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.41±0.1ms           | 8.40±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 10.7±0.5ms           | 11.0±0.2ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 14.5±0.3ms           | 14.4±0.2ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 54.6±0.7ms           | 54.2±0.6ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.7±0.1ms           | 14.1±0.2ms          |    0.96 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.3±0.2ms           | 16.5±0.2ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.87±0.08ms          | 2.88±0.08ms         |    1    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.78±0.05ms          | 3.88±0.2ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.6±1ms             | 35.6±0.6ms          |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 794±9ms              | 788±5ms             |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.51±0.01s           | 1.52±0.02s          |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 450±3ms              | 446±2ms             |    0.99 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 110±4M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.9±1ms             | 34.0±1ms            |    1    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.02M            | 126±0.01M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 335±1ns              | 347±2ns             |    1.03 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 197±1ms              | 199±2ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 740±0.3k             | 740±0.3k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.2±0.1ms           | 16.4±0.1ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.5±0.2ms           | 19.5±0.2ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.29±0.05M           | 1.29±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.05M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 107±1ms              | 105±2ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 576±4ms              | 581±3ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.35±0.06M           | 1.34±0.05M          |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.4±0.05M           | 96.4±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 67.1±0.7ms           | 66.7±0.7ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 534±3ms              | 537±4ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.23±0.04M           | 1.25±0.04M          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.3±0.04M           | 96.3±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.77±0.05ms          | 6.72±0.04ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 77.0±3ms             | 75.2±3ms            |    0.98 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 106±1ms              | 107±0.9ms           |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 52.5±2ms             | 53.4±3ms            |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.01M            | 107±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.38±0.03ms          | 4.39±0.07ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 72.1±0.6ms           | 72.7±0.7ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 43.4±0.3ms           | 42.4±0.3ms          |    0.98 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 484±2ms              | 486±4ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 83.0±1ns             | 86.2±0.4ns          |    1.04 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 54.9±0.3ms           | 55.2±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 84.0±1ns             | 85.1±0.5ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 426±3ms              | 428±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 29.6±0.3k            | 29.7±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.7±0.2M             | 1.89±0.2M           |    1.11 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 29.7±0.2k            | 29.8±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±30M              | 225±20M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.8±0.2ms           | 39.0±0.4ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 8.82±0.2ms           | 8.91±0.03ms         |    1.01 | stats.PearsonR.time_real                                                                    |
|          | 30±0.7M              | 29.7±0.5M           |    0.99 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 21.7±0.1ms           | 22.0±0.6ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.0±0.4ms           | 60.9±1ms            |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 13731575063

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github-actions bot commented Mar 8, 2025

⏱️ Performance Benchmark Report: 4a8504b

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [cf859152]    | After [4a8504bf]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.9±0.3ms           | 21.5±0.6ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.6±0.7ms           | 52.8±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.6±0.4ms           | 34.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 160±1ms              | 161±3ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.8±0.2ms           | 23.1±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.8±0.3ms           | 30.7±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.2±0.2ms           | 22.8±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.8±0.3ms           | 30.9±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.6±0.1ms           | 20.4±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.3±0.4ms           | 44.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.9ms            | 126±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±1ms              | 128±0.8ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.1±0.2ms           | 21.7±0.08ms         |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.6±0.7ms           | 48.2±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.7±0.3ms           | 23.5±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 55.9±0.9ms           | 56.3±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.8±0.2ms           | 20.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.2±0.8ms           | 44.2±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.01s           | 1.10±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0.01s           | 1.09±0.01s          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 214±4ms              | 215±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 338±7ms              | 341±10ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.0±0.2ms           | 21.9±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.2±0.4ms           | 29.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.1±0.2ms           | 22.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.8±0.6ms           | 59.3±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.8±0.1ms           | 23.2±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 60.2±0.6ms           | 61.7±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.7±0.1ms           | 22.8±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.0±0.5ms           | 57.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.78±0.09ms          | 7.74±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 20.9±0.3ms           | 21.3±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.0±0.1ms           | 19.2±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 113±0.7ms            | 115±0.9ms           |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.08±0.06ms          | 8.01±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.4±0.2ms           | 19.5±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.94±0.1ms           | 7.91±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.0±0.1ms           | 19.6±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.50±0.09ms          | 7.62±0.04ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.8±0.3ms           | 20.9±0.5ms          |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.4±0.2ms           | 23.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.6±0.4ms           | 34.1±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.81±0.1ms           | 7.86±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.2±0.2ms           | 20.1±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.19±0.05ms          | 9.25±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.6±0.3ms           | 22.6±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.52±0.07ms          | 7.58±0.07ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.8±0.1ms           | 20.1±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 525±1ms              | 535±5ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 534±4ms              | 539±5ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.6±0.3ms           | 44.6±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 123±1ms              | 128±2ms             |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.78±0.06ms          | 7.83±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 18.6±0.2ms           | 19.6±0.4ms          |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.93±0.09ms          | 7.85±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.7±0.2ms           | 22.3±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.99±0.03ms          | 8.03±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.5±0.3ms           | 21.8±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.14±0.08ms          | 8.17±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 20.7±0.1ms           | 21.4±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.2±0.3ms           | 22.4±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.1±0.8ms           | 82.5±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.3±0.4ms           | 22.5±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.2±1ms             | 95.8±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.2±0.2ms           | 20.9±0.5ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.6±0.7ms           | 55.8±0.5ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.16±0.1ms           | 8.17±0.06ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 25.3±0.4ms           | 25.7±0.3ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.10±0.09ms          | 7.97±0.04ms         |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.4±0.4ms           | 27.8±0.6ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.71±0.07ms          | 7.75±0.07ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.8±0.8ms           | 22.4±0.7ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 214±2ms              | 218±4ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 262±2ms              | 267±7ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.10±0.01ms          | 1.10±0.02ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 383±8μs              | 384±6μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 928±6μs              | 933±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 556±8μs              | 555±7μs             |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 79.4±0.7ms           | 80.2±1ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.9±1ms             | 25.4±0.8ms          |    1.02 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 92.2±0.5ms           | 93.6±1ms            |    1.02 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.3±0.1μs           | 16.6±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 80.2±0.8ms           | 80.1±1ms            |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 24.9±0.4ms           | 25.3±0.5ms          |    1.02 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 92.0±0.5ms           | 93.3±2ms            |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.3±0.2μs           | 16.5±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 162±1ms              | 163±1ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 63.8±0.2ms           | 64.4±0.5ms          |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 184±1ms              | 186±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.0±0.5μs           | 50.4±0.7μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 223±1ms              | 231±7ms             |    1.04 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 126±2ms              | 131±2ms             |    1.04 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 249±2ms              | 258±6ms             |    1.04 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 53.4±1μs             | 53.4±0.5μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 815±10μs             | 821±10μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 181±3μs              | 184±6μs             |    1.02 | import_iris.Iris.time__constraints                                                          |
|          | 112±1μs              | 115±2μs             |    1.02 | import_iris.Iris.time__data_manager                                                         |
|          | 90.2±1μs             | 91.2±1μs            |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 160±1μs              | 163±0.6μs           |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 916±10μs             | 904±4μs             |    0.99 | import_iris.Iris.time__merge                                                                |
|          | 73.4±0.3μs           | 73.1±0.2μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 593±5μs              | 601±3μs             |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 138±3μs              | 141±3μs             |    1.02 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±1μs              | 107±0.8μs           |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 243±0.8μs            | 244±2μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 191±3μs              | 189±4μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±2μs              | 110±0.9μs           |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 135±2μs              | 136±0.8μs           |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 320±2μs              | 328±8μs             |    1.02 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 89.2±0.5μs           | 92.0±0.6μs          |    1.03 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 209±1μs              | 214±2μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                        |
|          | 93.3±2μs             | 95.3±0.4μs          |    1.02 | import_iris.Iris.time_analysis_stats                                                        |
|          | 168±1μs              | 177±1μs             |    1.06 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 306±3μs              | 315±10μs            |    1.03 | import_iris.Iris.time_aux_factory                                                           |
|          | 79.3±0.4μs           | 80.5±0.4μs          |    1.02 | import_iris.Iris.time_common                                                                |
|          | 156±1μs              | 160±1μs             |    1.03 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.36±0.01ms          | 1.38±0.02ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 163±1μs              | 172±3μs             |    1.05 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0.01ms          | 1.18±0.03ms         |    1.01 | import_iris.Iris.time_common_resolve                                                        |
|          | 195±0.7μs            | 197±2μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 125±0.8μs            | 126±0.5μs           |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 377±4μs              | 390±7μs             |    1.03 | import_iris.Iris.time_coord_systems                                                         |
|          | 756±3μs              | 758±8μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 644±5μs              | 670±5μs             |    1.04 | import_iris.Iris.time_cube                                                                  |
|          | 231±1μs              | 243±5μs             |    1.05 | import_iris.Iris.time_exceptions                                                            |
|          | 72.6±0.3μs           | 73.5±0.7μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 176±2μs              | 182±1μs             |    1.04 | import_iris.Iris.time_fileformats                                                           |
|          | 248±3μs              | 257±2μs             |    1.04 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.58±0.06ms          | 2.54±0.02ms         |    0.99 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.7±0.9μs           | 76.2±0.4μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 110±2μs              | 115±2μs             |    1.05 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 417±7μs              | 421±5μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.86±0.03ms          | 4.86±0.04ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.2±1μs             | 71.6±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 249±2μs              | 251±5μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 111±0.8μs            | 114±1μs             |    1.02 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 118±0.6μs            | 121±1μs             |    1.03 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 207±5μs              | 206±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 796±10μs             | 792±5μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 178±0.8μs            | 179±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 132±1μs              | 133±1μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 540±3μs              | 542±6μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 218±6μs              | 220±1μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.1±0.3μs           | 79.8±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 155±1μs              | 155±0.9μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 135±0.7μs            | 136±0.7μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 71.7±2μs             | 72.6±0.4μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.4±2μs             | 80.7±1μs            |    1.03 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 935±4μs              | 941±5μs             |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±2μs              | 137±2μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 172±0.7μs            | 175±0.9μs           |    1.02 | import_iris.Iris.time_io_format_picker                                                      |
|          | 206±4μs              | 211±3μs             |    1.02 | import_iris.Iris.time_iris                                                                  |
|          | 123±0.5μs            | 126±2μs             |    1.02 | import_iris.Iris.time_iterate                                                               |
|          | 8.27±0.1ms           | 8.53±0.2ms          |    1.03 | import_iris.Iris.time_palette                                                               |
|          | 1.73±0.01ms          | 1.73±0.01ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 217±1μs              | 216±0.9μs           |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.17±0.03ms          | 2.20±0.01ms         |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.81±0.01ms          | 1.90±0.04ms         |    1.05 | import_iris.Iris.time_symbols                                                               |
|          | 294±9ms              | 294±10ms            |    1    | import_iris.Iris.time_tests                                                                 |
|          | 246±5μs              | 249±1μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.07±0.05ms          | 5.02±0.07ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 115±0.7μs            | 115±0.6μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.67±0.02ms          | 2.70±0.01ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0.01ms          | 1.30±0.01ms         |    1.01 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 170±3μs              | 167±0.9μs           |    0.98 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 96.9±0.9μs           | 100±1μs             |    1.04 | import_iris.Iris.time_time                                                                  |
|          | 347±4μs              | 361±5μs             |    1.04 | import_iris.Iris.time_util                                                                  |
|          | 68.2±1μs             | 71.6±0.3μs          |    1.05 | iterate.IZip.time_izip                                                                      |
|          | 9.75±0.1ms           | 9.81±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 14.9±0.3ms           | 14.9±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.77±0.06ms          | 9.93±0.1ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.68±0.09ms          | 9.79±0.08ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.7±0.09ms          | 12.8±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.72±0.05ms          | 9.79±0.09ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.50±0.01s           | 1.52±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.5±0.04ms          | 11.7±0.3ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.54±0.01s           | 1.51±0.02s          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.51±0.01s           | 1.53±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.6±0.03ms          | 11.7±0.1ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.53±0.02s           | 1.52±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.03±0.03ms          | 5.08±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.3±0.08ms          | 11.4±0.08ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.05±0.03ms          | 5.09±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.07±0.02ms          | 5.19±0.06ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.4±0.1ms           | 11.4±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.01±0.05ms          | 5.07±0.09ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.9±2ms             | 21.4±0.8ms          |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 25.4±0.1ms           | 25.5±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 10.9±0.6ms           | 11.0±0.8ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.6±0.8ms           | 26.7±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 69.7±0.6ms           | 69.8±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.0±0.6ms           | 25.7±0.8ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 496±2ms              | 498±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.93±0.07ms          | 2.94±0.05ms         |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 499±3ms              | 499±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 503±2ms              | 506±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.97±0.08ms          | 2.91±0.08ms         |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 505±3ms              | 503±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.54±0.04ms          | 1.57±0.05ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.84±0.06ms          | 2.97±0.04ms         |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.52±0.04ms          | 1.60±0.05ms         |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.56±0.04ms          | 1.61±0.06ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.89±0.06ms          | 2.90±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.54±0.03ms          | 1.55±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 335±0.9ms            | 341±4ms             |    1.02 | load.ManyCubes.time_many_cube_load                                                          |
|          | 83.1±0.9ms           | 84.2±0.7ms          |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.09ms          | 9.93±0.1ms          |    0.98 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.00±0.1ms          | 10.0±0.2ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.51±0.02s           | 1.54±0.01s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.55±0.02s           | 1.56±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.11±0.03ms          | 5.25±0.04ms         |    1.03 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.12±0.08ms          | 5.11±0.06ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.93±0.04ms          | 8.99±0.1ms          |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.77±0.1ms           | 5.87±0.04ms         |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.51±0.02s           | 1.52±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 504±5ms              | 504±4ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.27±0.03ms          | 4.33±0.08ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.15±0.01ms          | 4.21±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 163±0.6ms            | 166±1ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.3±0.04ms          | 14.6±0.06ms         |    1.02 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 166±2ms              | 166±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.5±0.4ms           | 32.5±0.4ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.1±0.06ms          | 14.6±0.3ms          |    1.04 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.5±0.3ms           | 32.9±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.2±0.2ms           | 13.5±0.1ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 43.9±0.6ms           | 44.7±0.8ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.33±0.09ms          | 8.51±0.2ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.1±0.2ms           | 15.3±0.5ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.5±0.3ms           | 13.5±0.1ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.6±0.3ms           | 15.4±0.6ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.35±0.1ms           | 8.69±0.1ms          |    1.04 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 10.9±0.2ms           | 11.3±0.6ms          |    1.04 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 14.1±0.2ms           | 14.5±0.3ms          |    1.03 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 54.6±0.8ms           | 54.4±0.7ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.2±0.1ms           | 14.8±0.1ms          |    1.04 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.0±0.2ms           | 16.7±0.4ms          |    1.04 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.80±0.05ms          | 2.81±0.1ms          |    1    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.80±0.04ms          | 3.88±0.2ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.3±0.9ms           | 36.4±1ms            |    1.03 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 781±5ms              | 801±10ms            |    1.03 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.49±0.03s           | 1.52±0.02s          |    1.03 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 443±3ms              | 447±3ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 110±1M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 32.9±1ms             | 33.8±1ms            |    1.03 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.02M            | 126±0.01M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 337±7ns              | 335±2ns             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 197±1ms              | 199±8ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 740±0.3k             | 740±0.3k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.1±0.06ms          | 16.4±0.1ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.5±0.4ms           | 19.7±0.2ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.29±0.05M           | 1.29±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.05M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 103±1ms              | 107±2ms             |    1.04 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 571±3ms              | 589±10ms            |    1.03 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.33±0.04M           | 1.34±0.05M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.4±0.05M           | 96.4±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 65.8±1ms             | 66.4±1ms            |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 529±4ms              | 530±7ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.23±0.03M           | 1.23±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.3±0.04M           | 96.3±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)                 |
|          | 6.71±0.04ms          | 6.76±0.05ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 75.8±0.9ms           | 76.0±4ms            |    1    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±0.7ms            | 107±1ms             |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 49.8±3ms             | 50.5±2ms            |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.01M            | 107±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.35±0.03ms          | 4.36±0.05ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 71.6±0.6ms           | 72.1±0.7ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 44.0±0.8ms           | 42.8±0.5ms          |    0.97 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 481±3ms              | 478±3ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 84.9±1ns             | 82.9±0.5ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 55.0±0.5ms           | 54.7±0.3ms          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 85.5±0.9ns           | 83.9±1ns            |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 426±2ms              | 425±3ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 29.7±0.2k            | 29.8±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.78±0.2M            | 1.78±0.2M           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 29.8±0.3k            | 29.6±0.2k           |    0.99 | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 190±20M             |    0.85 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.3±0.4ms           | 39.0±0.5ms          |    1.02 | stats.PearsonR.time_lazy                                                                    |
|          | 8.75±0.08ms          | 8.72±0.07ms         |    1    | stats.PearsonR.time_real                                                                    |
|          | 29.5±0.8M            | 29.4±0.9M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 21.2±0.2ms           | 21.3±0.1ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.2±0.7ms           | 59.3±0.2ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 13731575043

@trexfeathers trexfeathers merged commit df5c55f into main Mar 10, 2025
25 checks passed
@trexfeathers trexfeathers deleted the auto-update-lockfiles branch March 10, 2025 12:08
@scitools-ci scitools-ci bot removed this from 🚴 Peloton Apr 8, 2025
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