[CI Bot] environment lockfiles auto-update

[scitools-ci]

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.

[github-actions]

⏱️ Performance Benchmark Report: 2613d97

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [83905e93]    | After [2613d971]    |   Ratio | Benchmark (Parameter)                                                                          |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------|
|          | 52.8±0.4ms           | 52.7±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                 |
|          | 53.7±0.6ms           | 53.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                  |
|          | 187±1ms              | 187±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                       |
|          | 187±2ms              | 187±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                        |
|          | 36.5±0.4ms           | 35.9±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                 |
|          | 36.7±0.3ms           | 36.8±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                  |
|          | 36.3±0.3ms           | 36.0±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                 |
|          | 37.2±0.2ms           | 36.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                  |
|          | 46.4±0.7ms           | 46.0±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                   |
|          | 46.8±0.6ms           | 46.6±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                    |
|          | 120±1ms              | 119±0.9ms           |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                               |
|          | 121±1ms              | 119±0.7ms           |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                |
|          | 50.2±0.6ms           | 50.2±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                  |
|          | 50.6±0.7ms           | 50.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                   |
|          | 35.9±0.3ms           | 35.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                |
|          | 36.7±0.4ms           | 36.4±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                 |
|          | 45.5±0.6ms           | 45.8±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                   |
|          | 46.4±0.4ms           | 46.4±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                    |
|          | 1.31±0.01s           | 1.30±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                  |
|          | 1.31±0.01s           | 1.31±0.02s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                   |
|          | 670±8ms              | 673±9ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                            |
|          | 663±20ms             | 672±10ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                             |
|          | 34.1±0.4ms           | 34.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                            |
|          | 35.2±0.4ms           | 34.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                             |
|          | 61.2±0.4ms           | 61.1±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                   |
|          | 61.6±0.5ms           | 61.6±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                    |
|          | 64.8±0.5ms           | 64.7±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                               |
|          | 65.6±0.6ms           | 65.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                |
|          | 60.8±0.5ms           | 60.4±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                              |
|          | 61.1±0.5ms           | 60.6±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                               |
|          | 19.1±0.1ms           | 19.1±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                  |
|          | 22.6±0.4ms           | 22.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                   |
|          | 128±0.9ms            | 129±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                        |
|          | 141±1ms              | 142±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                         |
|          | 17.5±0.2ms           | 17.5±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                  |
|          | 21.2±0.07ms          | 21.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                   |
|          | 17.3±0.1ms           | 17.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                  |
|          | 21.1±0.1ms           | 21.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                   |
|          | 18.2±0.3ms           | 18.0±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                    |
|          | 21.6±0.2ms           | 21.4±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                     |
|          | 34.0±1ms             | 33.8±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                |
|          | 37.7±1ms             | 37.6±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                 |
|          | 18.3±0.7ms           | 18.4±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                   |
|          | 22.0±0.4ms           | 21.8±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                    |
|          | 18.1±0.2ms           | 17.9±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                 |
|          | 21.8±0.2ms           | 21.7±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                  |
|          | 18.0±0.1ms           | 18.1±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                    |
|          | 21.8±0.2ms           | 21.7±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                     |
|          | 549±6ms              | 555±20ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                   |
|          | 552±5ms              | 558±20ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                    |
|          | 146±0.8ms            | 148±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                             |
|          | 163±2ms              | 164±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                              |
|          | 17.3±0.2ms           | 17.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                             |
|          | 21.0±0.2ms           | 21.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                              |
|          | 20.4±0.1ms           | 20.5±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                    |
|          | 24.1±0.2ms           | 24.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                     |
|          | 20.6±0.2ms           | 20.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                |
|          | 24.3±0.2ms           | 24.0±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                 |
|          | 19.9±0.1ms           | 19.7±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                               |
|          | 23.4±0.1ms           | 23.5±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                |
|          | 81.5±0.6ms           | 82.5±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                        |
|          | 82.6±0.6ms           | 82.4±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                         |
|          | 93.9±0.9ms           | 93.6±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                         |
|          | 94.1±0.9ms           | 93.8±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                          |
|          | 57.4±0.8ms           | 57.1±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                         |
|          | 58.2±0.3ms           | 58.0±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                          |
|          | 28.6±0.4ms           | 28.6±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                         |
|          | 32.0±0.5ms           | 32.0±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                          |
|          | 30.6±0.4ms           | 30.5±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                          |
|          | 34.0±0.4ms           | 34.1±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                           |
|          | 25.3±0.3ms           | 25.4±0.1ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                          |
|          | 28.9±0.2ms           | 28.7±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                           |
|          | 320±5ms              | 315±4ms             |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                  |
|          | 340±4ms              | 339±4ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                   |
|          | 1.15±0.01ms          | 1.12±0.01ms         |    0.98 | cube.CubeCreation.time_create(False, 'construct')                                              |
|          | 402±4μs              | 400±3μs             |    0.99 | cube.CubeCreation.time_create(False, 'instantiate')                                            |
|          | 959±10μs             | 969±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                               |
|          | 588±7μs              | 579±8μs             |    0.98 | cube.CubeCreation.time_create(True, 'instantiate')                                             |
|          | 218±2ms              | 218±1ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                     |
|          | 110±1ms              | 110±0.6ms           |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                              |
|          | 229±2ms              | 228±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                               |
|          | 16.8±0.2μs           | 16.7±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                           |
|          | 302±2ms              | 303±3ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                      |
|          | 195±1ms              | 195±2ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                               |
|          | 310±3ms              | 314±2ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                |
|          | 17.1±0.3μs           | 16.7±0.09μs         |    0.98 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                            |
|          | 217±2ms              | 217±3ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                      |
|          | 111±1ms              | 110±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                               |
|          | 228±2ms              | 229±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                |
|          | 53.0±0.7μs           | 53.2±0.7μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                            |
|          | 301±2ms              | 303±0.9ms           |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                       |
|          | 195±2ms              | 196±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                |
|          | 314±2ms              | 314±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                 |
|          | 54.0±0.6μs           | 54.8±0.5μs          |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                             |
|          | 660±2μs              | 661±10μs            |    1    | import_iris.Iris.time__concatenate                                                             |
|          | 180±2μs              | 180±2μs             |    1    | import_iris.Iris.time__constraints                                                             |
|          | 110±2μs              | 110±1μs             |    1    | import_iris.Iris.time__data_manager                                                            |
|          | 93.8±1μs             | 93.8±1μs            |    1    | import_iris.Iris.time__deprecation                                                             |
|          | 140±1μs              | 135±0.3μs           |    0.97 | import_iris.Iris.time__lazy_data                                                               |
|          | 896±4μs              | 891±10μs            |    0.99 | import_iris.Iris.time__merge                                                                   |
|          | 78.1±0.8μs           | 76.8±0.5μs          |    0.98 | import_iris.Iris.time__representation                                                          |
|          | 481±3μs              | 481±3μs             |    1    | import_iris.Iris.time_analysis                                                                 |
|          | 141±3μs              | 139±0.6μs           |    0.99 | import_iris.Iris.time_analysis__area_weighted                                                  |
|          | 111±1μs              | 109±0.4μs           |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                    |
|          | 240±3μs              | 241±1μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                                  |
|          | 186±2μs              | 185±2μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                         |
|          | 112±0.7μs            | 112±1μs             |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                              |
|          | 143±3μs              | 138±3μs             |    0.96 | import_iris.Iris.time_analysis_calculus                                                        |
|          | 324±3μs              | 325±3μs             |    1    | import_iris.Iris.time_analysis_cartography                                                     |
|          | 96.1±2μs             | 94.2±0.3μs          |    0.98 | import_iris.Iris.time_analysis_geomerty                                                        |
|          | 216±2μs              | 216±2μs             |    1    | import_iris.Iris.time_analysis_maths                                                           |
|          | 97.1±0.4μs           | 98.2±0.9μs          |    1.01 | import_iris.Iris.time_analysis_stats                                                           |
|          | 173±1μs              | 173±2μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                      |
|          | 310±9μs              | 308±1μs             |    0.99 | import_iris.Iris.time_aux_factory                                                              |
|          | 85.0±0.7μs           | 84.0±0.8μs          |    0.99 | import_iris.Iris.time_common                                                                   |
|          | 162±2μs              | 163±1μs             |    1.01 | import_iris.Iris.time_common_lenient                                                           |
|          | 1.33±0ms             | 1.33±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                          |
|          | 132±1μs              | 133±0.8μs           |    1.01 | import_iris.Iris.time_common_mixin                                                             |
|          | 1.19±0.01ms          | 1.18±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                           |
|          | 199±2μs              | 200±4μs             |    1.01 | import_iris.Iris.time_config                                                                   |
|          | 116±1μs              | 116±0.5μs           |    1    | import_iris.Iris.time_coord_categorisation                                                     |
|          | 361±5μs              | 364±2μs             |    1.01 | import_iris.Iris.time_coord_systems                                                            |
|          | 747±2μs              | 749±5μs             |    1    | import_iris.Iris.time_coords                                                                   |
|          | 661±3μs              | 668±9μs             |    1.01 | import_iris.Iris.time_cube                                                                     |
|          | 227±5μs              | 228±2μs             |    1    | import_iris.Iris.time_exceptions                                                               |
|          | 77.6±0.7μs           | 77.2±0.5μs          |    0.99 | import_iris.Iris.time_experimental                                                             |
|          | 185±1μs              | 185±2μs             |    1    | import_iris.Iris.time_fileformats                                                              |
|          | 249±1μs              | 253±5μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                          |
|          | 2.70±0.01ms          | 2.72±0.04ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                         |
|          | 79.7±0.2μs           | 79.3±0.5μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                             |
|          | 114±0.9μs            | 114±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_abf                                                          |
|          | 402±2μs              | 409±5μs             |    1.02 | import_iris.Iris.time_fileformats_cf                                                           |
|          | 5.36±0.05ms          | 5.34±0.03ms         |    1    | import_iris.Iris.time_fileformats_dot                                                          |
|          | 75.1±0.8μs           | 74.9±0.7μs          |    1    | import_iris.Iris.time_fileformats_name                                                         |
|          | 255±3μs              | 258±1μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                                 |
|          | 119±1μs              | 119±2μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                       |
|          | 123±1μs              | 122±1μs             |    1    | import_iris.Iris.time_fileformats_nimrod                                                       |
|          | 212±4μs              | 213±3μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                            |
|          | 780±4μs              | 782±3μs             |    1    | import_iris.Iris.time_fileformats_pp                                                           |
|          | 181±3μs              | 183±3μs             |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                                |
|          | 133±4μs              | 134±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                                |
|          | 511±4μs              | 519±3μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                        |
|          | 219±2μs              | 221±2μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                              |
|          | 83.8±0.6μs           | 84.0±0.5μs          |    1    | import_iris.Iris.time_fileformats_um                                                           |
|          | 161±2μs              | 162±0.8μs           |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                                |
|          | 137±3μs              | 138±2μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                              |
|          | 76.1±0.5μs           | 76.8±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                           |
|          | 81.8±0.5μs           | 82.4±0.5μs          |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                |
|          | 983±10μs             | 977±10μs            |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                    |
|          | 137±1μs              | 137±0.9μs           |    1    | import_iris.Iris.time_io                                                                       |
|          | 170±0.8μs            | 174±1μs             |    1.02 | import_iris.Iris.time_io_format_picker                                                         |
|          | 229±3μs              | 229±2μs             |    1    | import_iris.Iris.time_iris                                                                     |
|          | 127±2μs              | 128±0.6μs           |    1    | import_iris.Iris.time_iterate                                                                  |
|          | 8.38±0.07ms          | 8.41±0.2ms          |    1    | import_iris.Iris.time_palette                                                                  |
|          | 2.23±0.04ms          | 2.24±0.04ms         |    1    | import_iris.Iris.time_plot                                                                     |
|          | 105±2μs              | 103±0.9μs           |    0.99 | import_iris.Iris.time_quickplot                                                                |
|          | 2.12±0.04ms          | 2.13±0.01ms         |    1.01 | import_iris.Iris.time_std_names                                                                |
|          | 1.78±0.02ms          | 1.76±0.02ms         |    0.99 | import_iris.Iris.time_symbols                                                                  |
|          | 33.8±0.7ms           | 34.1±0.7ms          |    1.01 | import_iris.Iris.time_tests                                                                    |
|          | 255±1μs              | 254±1μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                      |
|          | 4.78±0.03ms          | 4.80±0.03ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                     |
|          | 120±0.7μs            | 120±2μs             |    1    | import_iris.Iris.time_third_party_cftime                                                       |
|          | 2.77±0.02ms          | 2.80±0.03ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                   |
|          | 1.06±0.01ms          | 1.06±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                        |
|          | 171±3μs              | 170±0.8μs           |    0.99 | import_iris.Iris.time_third_party_scipy                                                        |
|          | 99.9±0.7μs           | 99.7±0.7μs          |    1    | import_iris.Iris.time_time                                                                     |
|          | 317±4μs              | 318±4μs             |    1    | import_iris.Iris.time_util                                                                     |
|          | 73.7±1μs             | 73.0±0.7μs          |    0.99 | iterate.IZip.time_izip                                                                         |
|          | 8.00±0.06ms          | 8.02±0.08ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                     |
|          | 29.2±0.5ms           | 29.4±0.6ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                 |
|          | 8.92±0.09ms          | 8.82±0.06ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                     |
|          | 7.99±0.08ms          | 8.05±0.08ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                      |
|          | 26.7±0.5ms           | 26.9±0.4ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                  |
|          | 8.77±0.1ms           | 8.74±0.09ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                      |
|          | 1.32±0.02s           | 1.31±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                       |
|          | 26.7±0.6ms           | 26.5±0.4ms          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                   |
|          | 1.49±0.02s           | 1.45±0.01s          |    0.97 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                       |
|          | 1.32±0.01s           | 1.29±0s             |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                        |
|          | 26.7±0.2ms           | 26.6±0.3ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                    |
|          | 1.47±0.01s           | 1.47±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                        |
|          | 3.90±0.06ms          | 3.89±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                        |
|          | 25.7±0.6ms           | 25.4±0.2ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                    |
|          | 4.16±0.08ms          | 4.10±0.02ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                        |
|          | 3.89±0.03ms          | 3.86±0.04ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                         |
|          | 25.4±0.2ms           | 25.3±0.2ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                     |
|          | 4.15±0.02ms          | 4.12±0.01ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                         |
|          | 32.3±3ms             | 32.4±3ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                  |
|          | 18.8±0.5ms           | 18.9±0.2ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                              |
|          | 12.9±1ms             | 13.0±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                  |
|          | 25.3±0.5ms           | 25.6±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                   |
|          | 69.8±2ms             | 70.0±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                               |
|          | 25.3±1ms             | 25.4±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                   |
|          | 428±2ms              | 428±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                    |
|          | 2.73±0.06ms          | 2.71±0.06ms         |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                |
|          | 434±2ms              | 436±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                    |
|          | 436±1ms              | 433±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                     |
|          | 2.76±0.1ms           | 2.87±0.09ms         |    1.04 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                 |
|          | 438±1ms              | 442±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                     |
|          | 1.54±0.05ms          | 1.55±0.1ms          |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                     |
|          | 2.72±0.08ms          | 2.84±0.02ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                 |
|          | 1.52±0.06ms          | 1.50±0.05ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                     |
|          | 1.55±0.08ms          | 1.55±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                      |
|          | 2.90±0.05ms          | 2.81±0.09ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                  |
|          | 1.60±0.06ms          | 1.60±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                      |
|          | 502±5ms              | 500±4ms             |    0.99 | load.ManyVars.time_many_var_load                                                               |
|          | 8.12±0.1ms           | 8.17±0.08ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                               |
|          | 8.99±0.05ms          | 8.85±0.05ms         |    0.98 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                               |
|          | 1.33±0.02s           | 1.33±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                 |
|          | 1.49±0.02s           | 1.50±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                 |
|          | 3.88±0.03ms          | 3.96±0.01ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                    |
|          | 4.24±0.05ms          | 4.24±0.04ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                    |
|          | 7.98±0.08ms          | 8.02±0.04ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                  |
|          | 4.71±0.05ms          | 4.69±0.03ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                   |
|          | 1.32±0.02s           | 1.30±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                    |
|          | 358±3ms              | 361±3ms             |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                     |
|          | 3.86±0.06ms          | 3.87±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                       |
|          | 3.54±0.06ms          | 3.51±0.02ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                        |
|          | 145±1ms              | 145±0.8ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                             |
|          | 29.2±0.6ms           | 29.1±0.5ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                         |
|          | 163±2ms              | 160±1ms             |    0.98 | load.TimeConstraint.time_time_constraint(20, 'PP')                                             |
|          | 29.2±0.2ms           | 29.1±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                              |
|          | 28.8±0.6ms           | 28.5±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                          |
|          | 31.4±0.3ms           | 31.0±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                              |
|          | 17.6±0.1ms           | 17.5±0.2ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                      |
|          | 40.1±0.3ms           | 40.5±0.5ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                                 |
|          | 14.3±0.1ms           | 14.2±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(1)                                                      |
|          | 21.8±0.2ms           | 21.6±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                 |
|          | 17.8±0.3ms           | 17.3±0.3ms          |    0.97 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                  |
|          | 20.0±0.4ms           | 19.9±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                             |
|          | 14.4±0.1ms           | 14.2±0.1ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                  |
|          | 16.7±0.3ms           | 16.6±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                             |
|          | 18.4±0.3ms           | 18.3±0.4ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                                 |
|          | 49.3±0.5ms           | 48.6±0.6ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(200000)                                            |
|          | 18.6±0.2ms           | 18.3±0.1ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(1)                                             |
|          | 21.8±0.3ms           | 21.5±0.3ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                        |
|          | 2.68±0.06ms          | 2.63±0.05ms         |    0.98 | load.ugrid.DataRealisation.time_realise_data(10000)                                            |
|          | 5.28±0.9ms           | 5.31±0.07ms         |    1.01 | load.ugrid.DataRealisation.time_realise_data(200000)                                           |
|          | 36.1±0.4ms           | 36.0±0.4ms          |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                        |
|          | 785±7ms              | 787±7ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                       |
|          | 117±1ms              | 117±1ms             |    1    | merge_concat.Concatenate.time_concatenate                                                      |
|          | 24.1                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                       |
|          | 46.4±0.3ms           | 46.6±0.2ms          |    1    | merge_concat.Merge.time_merge                                                                  |
|          | 11.0                 | 11.0                |    1    | merge_concat.Merge.track_mem_merge                                                             |
|          | 394±7ns              | 389±8ns             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 257±1ms              | 259±1ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 13.9±0.07ms          | 13.9±0.1ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 15.6±0.2ms           | 15.9±0.3ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 104±0.5ms            | 103±0.4ms           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 689±4ms              | 693±4ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.3                  | 1.4                 |    1.08 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 65.1±0.3ms           | 64.2±0.8ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 649±3ms              | 647±4ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.4                  | 1.4                 |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_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)                    |
|          | 6.52±0.03ms          | 6.50±0.03ms         |    1    | plot.AuxSort.time_aux_sort                                                                     |
|          | 76.1±3ms             | 75.8±5ms            |    1    | regridding.CurvilinearRegridding.time_regrid_pic                                               |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                          |
|          | 97.5±0.6ms           | 98.0±0.9ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                      |
|          | 47.7±2ms             | 48.9±2ms            |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                             |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                 |
|          | 150.6                | 150.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                        |
|          | 4.00±0.02ms          | 4.04±0.02ms         |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                               |
|          | 70.4±0.5ms           | 70.4±0.4ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                |
|          | 51.8±0.9ms           | 51.4±0.4ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                              |
|          | 552±4ms              | 553±2ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                               |
|          | 91.4±2ns             | 89.9±0.9ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                               |
|          | 53.9±0.2ms           | 53.8±0.5ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                |
|          | 90.9±2ns             | 90.7±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                              |
|          | 488±2ms              | 486±4ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                               |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                          |
|          | 1.9                  | 2.1                 |    1.11 | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                           |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                         |
|          | 214.6                | 231.1               |    1.08 | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                          |
|          | 42.1±1ms             | 41.6±0.7ms          |    0.99 | stats.PearsonR.time_lazy                                                                       |
|          | 18.8±0.4ms           | 18.7±0.2ms          |    1    | stats.PearsonR.time_real                                                                       |
|          | 19.5                 | 19.5                |    1    | stats.PearsonR.track_lazy                                                                      |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                      |
|          | 23.2±0.9ms           | 22.8±0.6ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                      |
|          | 60.3±0.6ms           | 59.4±0.5ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                     |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                     |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                    |

Generated by GHA run 10119123756

[github-actions]

⏱️ Performance Benchmark Report: 2613d97

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [83905e93]    | After [2613d971]    | Ratio   | Benchmark (Parameter)                                                                          |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------|
|          | 53.3±0.5ms           | 53.8±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                 |
|          | 53.7±1ms             | 54.0±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                  |
|          | 188±2ms              | 189±4ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                       |
|          | 187±2ms              | 191±3ms             | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                        |
|          | 36.4±0.4ms           | 36.2±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                 |
|          | 37.0±0.5ms           | 37.3±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                  |
|          | 35.9±0.4ms           | 36.3±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                 |
|          | 36.9±0.4ms           | 37.3±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                  |
|          | 46.0±0.8ms           | 47.2±0.8ms          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                   |
|          | 46.8±0.6ms           | 47.3±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                    |
|          | 120±0.9ms            | 121±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                               |
|          | 120±0.8ms            | 122±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                |
|          | 51.0±0.7ms           | 51.4±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                  |
|          | 51.1±0.6ms           | 51.4±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                   |
|          | 36.1±0.3ms           | 36.6±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                |
|          | 36.9±0.6ms           | 36.8±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                 |
|          | 46.3±0.9ms           | 46.2±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                   |
|          | 46.9±0.7ms           | 47.0±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                    |
|          | 1.32±0.01s           | 1.31±0.01s          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                  |
|          | 1.32±0.01s           | 1.32±0.02s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                   |
|          | 671±10ms             | 679±10ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                            |
|          | 670±10ms             | 671±20ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                             |
|          | 34.7±0.4ms           | 35.3±0.7ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                            |
|          | 35.5±0.3ms           | 35.9±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                             |
|          | 61.3±0.7ms           | 62.1±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                   |
|          | 61.9±0.8ms           | 63.0±0.8ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                    |
|          | 65.9±0.6ms           | 65.9±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                               |
|          | 65.7±0.4ms           | 65.9±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                |
|          | 60.6±0.7ms           | 61.6±1ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                              |
|          | 61.5±0.5ms           | 62.3±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                               |
|          | 19.4±0.2ms           | 19.5±0.9ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                  |
|          | 23.1±0.5ms           | 23.2±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                   |
|          | 129±1ms              | 130±2ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                        |
|          | 143±1ms              | 143±3ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                         |
|          | 17.8±0.1ms           | 17.7±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                  |
|          | 21.3±0.4ms           | 21.7±0.9ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                   |
|          | 17.6±0.4ms           | 17.8±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                  |
|          | 21.4±0.2ms           | 21.7±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                   |
|          | 18.1±0.3ms           | 18.2±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                    |
|          | 22.0±0.4ms           | 22.2±0.9ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                     |
|          | 33.2±2ms             | 34.8±0.5ms          | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                |
|          | 37.9±1ms             | 37.9±1ms            | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                 |
|          | 18.7±0.4ms           | 19.2±0.8ms          | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                   |
|          | 22.5±0.4ms           | 22.4±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                    |
|          | 18.5±0.5ms           | 18.8±0.8ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                 |
|          | 22.1±0.2ms           | 22.4±0.9ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                  |
|          | 18.2±0.3ms           | 18.5±0.6ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                    |
|          | 22.0±0.4ms           | 22.0±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                     |
|          | 550±5ms              | 549±3ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                   |
|          | 554±7ms              | 555±4ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                    |
|          | 149±2ms              | 149±4ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                             |
|          | 166±0.8ms            | 167±4ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                              |
|          | 17.3±0.3ms           | 18.1±0.6ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                             |
|          | 21.3±1ms             | 21.7±0.8ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                              |
|          | 20.8±0.2ms           | 20.9±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                    |
|          | 24.2±0.2ms           | 25.3±0.7ms          | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                     |
|          | 20.6±0.2ms           | 21.3±0.9ms          | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                |
|          | 24.4±0.2ms           | 25.4±1ms            | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                 |
|          | 20.2±0.3ms           | 20.7±0.7ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                               |
|          | 23.9±0.5ms           | 24.9±0.7ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                |
|          | 81.9±0.8ms           | 84.6±1ms            | 1.03    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                        |
|          | 83.2±0.8ms           | 84.7±1ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                         |
|          | 94.6±1ms             | 95.3±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                         |
|          | 95.1±1ms             | 96.1±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                          |
|          | 57.3±0.7ms           | 58.4±0.6ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                         |
|          | 58.2±0.7ms           | 58.8±0.9ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                          |
|          | 29.0±0.7ms           | 28.9±0.8ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                         |
|          | 32.4±0.3ms           | 33.0±0.5ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                          |
|          | 30.9±0.4ms           | 31.3±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                          |
|          | 34.4±0.5ms           | 34.6±0.8ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                           |
|          | 25.4±0.3ms           | 25.4±0.1ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                          |
|          | 29.0±0.09ms          | 29.3±0.4ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                           |
|          | 321±3ms              | 329±7ms             | 1.03    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                  |
|          | 344±4ms              | 345±4ms             | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                   |
|          | 1.12±0.02ms          | 1.12±0.02ms         | 1.00    | cube.CubeCreation.time_create(False, 'construct')                                              |
|          | 401±6μs              | 405±6μs             | 1.01    | cube.CubeCreation.time_create(False, 'instantiate')                                            |
|          | 949±10μs             | 964±20μs            | 1.02    | cube.CubeCreation.time_create(True, 'construct')                                               |
|          | 573±6μs              | 582±10μs            | 1.02    | cube.CubeCreation.time_create(True, 'instantiate')                                             |
|          | 219±3ms              | 223±5ms             | 1.01    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                     |
|          | 111±2ms              | 112±3ms             | 1.00    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                              |
|          | 229±4ms              | 230±7ms             | 1.01    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                               |
|          | 16.6±0.1μs           | 16.6±0.2μs          | 1.00    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                           |
|          | 303±5ms              | 315±9ms             | 1.04    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                      |
|          | 197±2ms              | 199±6ms             | 1.01    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                               |
|          | 316±2ms              | 316±5ms             | 1.00    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                |
|          | 16.9±0.2μs           | 16.6±0.2μs          | 0.98    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                            |
|          | 218±5ms              | 223±7ms             | 1.02    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                      |
|          | 111±1ms              | 113±3ms             | 1.02    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                               |
|          | 228±3ms              | 232±5ms             | 1.02    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                |
|          | 52.7±0.3μs           | 53.1±0.8μs          | 1.01    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                            |
|          | 304±4ms              | 307±8ms             | 1.01    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                       |
|          | 197±2ms              | 200±3ms             | 1.02    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                |
|          | 315±5ms              | 324±8ms             | 1.03    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                 |
|          | 54.1±0.5μs           | 54.6±1μs            | 1.01    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                             |
|          | 658±4μs              | 667±20μs            | 1.01    | import_iris.Iris.time__concatenate                                                             |
|          | 181±2μs              | 181±4μs             | 1.00    | import_iris.Iris.time__constraints                                                             |
|          | 110±1μs              | 111±2μs             | 1.01    | import_iris.Iris.time__data_manager                                                            |
|          | 94.0±0.5μs           | 95.1±1μs            | 1.01    | import_iris.Iris.time__deprecation                                                             |
|          | 134±1μs              | 141±3μs             | 1.06    | import_iris.Iris.time__lazy_data                                                               |
|          | 893±7μs              | 899±10μs            | 1.01    | import_iris.Iris.time__merge                                                                   |
|          | 77.7±1μs             | 78.6±0.4μs          | 1.01    | import_iris.Iris.time__representation                                                          |
|          | 484±5μs              | 496±20μs            | 1.02    | import_iris.Iris.time_analysis                                                                 |
|          | 141±3μs              | 142±3μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                                  |
|          | 109±1μs              | 111±2μs             | 1.02    | import_iris.Iris.time_analysis__grid_angles                                                    |
|          | 242±2μs              | 249±6μs             | 1.03    | import_iris.Iris.time_analysis__interpolation                                                  |
|          | 187±2μs              | 190±4μs             | 1.02    | import_iris.Iris.time_analysis__regrid                                                         |
|          | 112±0.8μs            | 112±1μs             | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                              |
|          | 141±4μs              | 143±3μs             | 1.01    | import_iris.Iris.time_analysis_calculus                                                        |
|          | 326±2μs              | 328±1μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                     |
|          | 95.7±0.9μs           | 96.2±0.7μs          | 1.00    | import_iris.Iris.time_analysis_geomerty                                                        |
|          | 219±3μs              | 216±4μs             | 0.98    | import_iris.Iris.time_analysis_maths                                                           |
|          | 98.3±2μs             | 99.4±1μs            | 1.01    | import_iris.Iris.time_analysis_stats                                                           |
|          | 175±2μs              | 175±4μs             | 1.00    | import_iris.Iris.time_analysis_trajectory                                                      |
|          | 310±4μs              | 310±7μs             | 1.00    | import_iris.Iris.time_aux_factory                                                              |
|          | 84.1±2μs             | 85.4±0.3μs          | 1.02    | import_iris.Iris.time_common                                                                   |
|          | 164±3μs              | 164±3μs             | 1.00    | import_iris.Iris.time_common_lenient                                                           |
|          | 1.33±0.01ms          | 1.33±0.02ms         | 1.00    | import_iris.Iris.time_common_metadata                                                          |
|          | 133±0.5μs            | 135±2μs             | 1.01    | import_iris.Iris.time_common_mixin                                                             |
|          | 1.18±0.01ms          | 1.19±0.02ms         | 1.01    | import_iris.Iris.time_common_resolve                                                           |
|          | 199±2μs              | 200±4μs             | 1.01    | import_iris.Iris.time_config                                                                   |
|          | 116±0.8μs            | 119±1μs             | 1.02    | import_iris.Iris.time_coord_categorisation                                                     |
|          | 363±5μs              | 369±8μs             | 1.02    | import_iris.Iris.time_coord_systems                                                            |
|          | 752±5μs              | 754±20μs            | 1.00    | import_iris.Iris.time_coords                                                                   |
|          | 668±8μs              | 674±8μs             | 1.01    | import_iris.Iris.time_cube                                                                     |
|          | 226±3μs              | 230±5μs             | 1.02    | import_iris.Iris.time_exceptions                                                               |
|          | 77.3±0.7μs           | 78.0±0.4μs          | 1.01    | import_iris.Iris.time_experimental                                                             |
|          | 185±1μs              | 187±2μs             | 1.01    | import_iris.Iris.time_fileformats                                                              |
|          | 254±7μs              | 254±3μs             | 1.00    | import_iris.Iris.time_fileformats__ff                                                          |
|          | 2.70±0.02ms          | 2.70±0.03ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                         |
|          | 79.4±0.4μs           | 79.8±0.6μs          | 1.01    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                             |
|          | 115±2μs              | 116±2μs             | 1.01    | import_iris.Iris.time_fileformats_abf                                                          |
|          | 406±5μs              | 408±5μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                           |
|          | 5.34±0.07ms          | 5.37±0.1ms          | 1.01    | import_iris.Iris.time_fileformats_dot                                                          |
|          | 74.3±0.4μs           | 75.8±0.8μs          | 1.02    | import_iris.Iris.time_fileformats_name                                                         |
|          | 257±3μs              | 255±5μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                                 |
|          | 119±1μs              | 121±1μs             | 1.01    | import_iris.Iris.time_fileformats_netcdf                                                       |
|          | 124±2μs              | 126±1μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                       |
|          | 214±4μs              | 217±3μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                            |
|          | 786±4μs              | 800±10μs            | 1.02    | import_iris.Iris.time_fileformats_pp                                                           |
|          | 182±4μs              | 186±3μs             | 1.02    | import_iris.Iris.time_fileformats_pp_load_rules                                                |
|          | 133±2μs              | 135±1μs             | 1.01    | import_iris.Iris.time_fileformats_pp_save_rules                                                |
|          | 511±3μs              | 525±8μs             | 1.03    | import_iris.Iris.time_fileformats_rules                                                        |
|          | 222±4μs              | 222±2μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                              |
|          | 84.1±0.5μs           | 85.1±0.8μs          | 1.01    | import_iris.Iris.time_fileformats_um                                                           |
|          | 161±0.9μs            | 162±3μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load                                                |
|          | 139±0.4μs            | 139±1μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                              |
|          | 75.8±0.7μs           | 77.1±0.3μs          | 1.02    | import_iris.Iris.time_fileformats_um__ff_replacement                                           |
|          | 81.5±1μs             | 83.7±0.5μs          | 1.03    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                |
|          | 977±6μs              | 995±10μs            | 1.02    | import_iris.Iris.time_fileformats_um_cf_map                                                    |
|          | 138±0.8μs            | 139±0.9μs           | 1.01    | import_iris.Iris.time_io                                                                       |
|          | 172±2μs              | 176±4μs             | 1.02    | import_iris.Iris.time_io_format_picker                                                         |
|          | 234±4μs              | 234±5μs             | 1.00    | import_iris.Iris.time_iris                                                                     |
|          | 128±0.9μs            | 130±1μs             | 1.02    | import_iris.Iris.time_iterate                                                                  |
|          | 8.38±0.05ms          | 8.38±0.1ms          | 1.00    | import_iris.Iris.time_palette                                                                  |
|          | 2.21±0.04ms          | 2.24±0.03ms         | 1.01    | import_iris.Iris.time_plot                                                                     |
|          | 104±1μs              | 107±0.9μs           | 1.03    | import_iris.Iris.time_quickplot                                                                |
|          | 2.11±0.03ms          | 2.18±0.07ms         | 1.04    | import_iris.Iris.time_std_names                                                                |
|          | 1.76±0.01ms          | 1.79±0.01ms         | 1.02    | import_iris.Iris.time_symbols                                                                  |
|          | 293±1ms              | 295±1ms             | 1.01    | import_iris.Iris.time_tests                                                                    |
|          | 258±2μs              | 262±5μs             | 1.02    | import_iris.Iris.time_third_party_cartopy                                                      |
|          | 4.81±0.03ms          | 4.79±0.06ms         | 0.99    | import_iris.Iris.time_third_party_cf_units                                                     |
|          | 119±0.8μs            | 120±0.4μs           | 1.01    | import_iris.Iris.time_third_party_cftime                                                       |
|          | 2.81±0.04ms          | 2.80±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                   |
|          | 1.06±0ms             | 1.07±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                        |
|          | 172±0.6μs            | 174±2μs             | 1.01    | import_iris.Iris.time_third_party_scipy                                                        |
|          | 100±0.7μs            | 103±2μs             | 1.02    | import_iris.Iris.time_time                                                                     |
|          | 320±3μs              | 332±4μs             | 1.04    | import_iris.Iris.time_util                                                                     |
|          | 73.7±1μs             | 73.2±2μs            | 0.99    | iterate.IZip.time_izip                                                                         |
|          | 8.02±0.04ms          | 8.12±0.06ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                     |
|          | 29.2±0.2ms           | 29.2±1ms            | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                 |
|          | 8.81±0.02ms          | 8.84±0.04ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                     |
|          | 8.05±0.03ms          | 8.07±0.1ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                      |
|          | 27.2±0.2ms           | 27.1±0.4ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                  |
|          | 8.79±0.04ms          | 8.76±0.05ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                      |
|          | 1.32±0.01s           | 1.34±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                       |
|          | 26.6±0.1ms           | 26.6±0.2ms          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                   |
|          | 1.48±0.01s           | 1.50±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                       |
|          | 1.33±0.01s           | 1.34±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                        |
|          | 26.6±0.3ms           | 26.3±0.4ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                    |
|          | 1.48±0.01s           | 1.50±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                        |
|          | 3.90±0.04ms          | 3.90±0.01ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                        |
|          | 25.5±0.1ms           | 25.5±0.4ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                    |
|          | 4.16±0.02ms          | 4.18±0.01ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                        |
|          | 3.90±0.06ms          | 3.90±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                         |
|          | 26.1±0.2ms           | 25.5±0.2ms          | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                     |
|          | 4.15±0.01ms          | 4.19±0.07ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                         |
|          | 32.1±3ms             | 33.7±3ms            | 1.05    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                  |
|          | 19.2±0.3ms           | 19.2±0.2ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                              |
|          | 13.3±2ms             | 13.2±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                  |
|          | 25.1±0.9ms           | 25.0±0.7ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                   |
|          | 70.3±2ms             | 70.4±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                               |
|          | 26.3±2ms             | 25.7±1ms            | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                   |
|          | 426±4ms              | 432±3ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                    |
|          | 2.79±0.1ms           | 2.75±0.07ms         | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                |
|          | 437±3ms              | 442±4ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                    |
|          | 440±6ms              | 440±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                     |
|          | 2.92±0.1ms           | 2.87±0.1ms          | 0.98    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                 |
|          | 445±10ms             | 444±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                     |
|          | 1.53±0.06ms          | 1.59±0.08ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                     |
|          | 2.80±0.03ms          | 2.77±0.1ms          | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                 |
|          | 1.54±0.05ms          | 1.52±0.09ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                     |
|          | 1.53±0.07ms          | 1.54±0.06ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                      |
|          | 2.85±0.09ms          | 2.93±0.1ms          | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                  |
|          | 1.58±0.06ms          | 1.63±0.09ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                      |
|          | 498±6ms              | 496±6ms             | 1.00    | load.ManyVars.time_many_var_load                                                               |
|          | 8.18±0.1ms           | 8.23±0.04ms         | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                               |
|          | 8.98±0.09ms          | 8.99±0.04ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                               |
|          | 1.35±0.01s           | 1.36±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                 |
|          | 1.51±0.02s           | 1.52±0.02s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                 |
|          | 3.92±0.07ms          | 3.97±0.03ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                    |
|          | 4.26±0.05ms          | 4.29±0.05ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                    |
|          | 8.04±0.05ms          | 8.10±0.06ms         | 1.01    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                  |
|          | 4.72±0.03ms          | 4.77±0.03ms         | 1.01    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                   |
|          | 1.34±0.01s           | 1.32±0.01s          | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                    |
|          | 360±3ms              | 362±6ms             | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                     |
|          | 3.90±0.03ms          | 3.92±0.02ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                       |
|          | 3.53±0.02ms          | 3.54±0.01ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                        |
|          | 146±2ms              | 146±0.6ms           | 1.00    | load.TimeConstraint.time_time_constraint(20, 'FF')                                             |
|          | 29.0±0.1ms           | 29.1±0.5ms          | 1.00    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                         |
|          | 162±1ms              | 162±0.5ms           | 1.00    | load.TimeConstraint.time_time_constraint(20, 'PP')                                             |
|          | 29.2±0.1ms           | 29.3±0.08ms         | 1.00    | load.TimeConstraint.time_time_constraint(3, 'FF')                                              |
|          | 28.6±0.5ms           | 28.7±0.4ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                          |
|          | 31.5±0.2ms           | 31.6±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                              |
|          | 17.7±0.4ms           | 18.0±0.5ms          | 1.02    | load.ugrid.BasicLoading.time_load_file(1)                                                      |
|          | 40.9±0.8ms           | 41.1±0.6ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(200000)                                                 |
|          | 14.3±0.4ms           | 14.2±0.2ms          | 0.99    | load.ugrid.BasicLoading.time_load_mesh(1)                                                      |
|          | 22.2±0.6ms           | 22.0±0.5ms          | 0.99    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                 |
|          | 17.9±0.5ms           | 17.6±0.2ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                  |
|          | 20.6±0.8ms           | 20.3±0.3ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                             |
|          | 14.5±0.2ms           | 14.5±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                  |
|          | 17.4±0.6ms           | 16.9±0.4ms          | 0.97    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                             |
|          | 18.7±0.3ms           | 18.3±0.3ms          | 0.98    | load.ugrid.Callback.time_load_file_callback(1)                                                 |
|          | 49.7±0.4ms           | 49.7±0.8ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                            |
|          | 18.7±0.3ms           | 18.9±0.2ms          | 1.01    | load.ugrid.CallbackTime.time_load_file_callback(1)                                             |
|          | 22.1±0.4ms           | 21.8±0.3ms          | 0.99    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                        |
|          | 2.75±0.1ms           | 2.70±0.1ms          | 0.98    | load.ugrid.DataRealisation.time_realise_data(10000)                                            |
|          | 3.60±0.9ms           | 5.44±0.7ms          | ~1.51   | load.ugrid.DataRealisation.time_realise_data(200000)                                           |
|          | 36.6±0.4ms           | 36.7±0.7ms          | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                        |
|          | 813±10ms             | 807±20ms            | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                       |
|          | 117±2ms              | 119±4ms             | 1.02    | merge_concat.Concatenate.time_concatenate                                                      |
|          | 24.1                 | 24.1                | 1.00    | merge_concat.Concatenate.track_mem_merge                                                       |
|          | 46.7±0.2ms           | 47.2±1ms            | 1.01    | merge_concat.Merge.time_merge                                                                  |
|          | 11.0                 | 11.0                | 1.00    | merge_concat.Merge.track_mem_merge                                                             |
|          | 390±2ns              | 396±9ns             | 1.02    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 257±2ms              | 258±1ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.3±0.2ms           | 14.3±0.3ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 15.8±0.4ms           | 16.8±0.8ms          | 1.06    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 103±2ms              | 104±0.5ms           | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 699±6ms              | 694±4ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 64.9±0.6ms           | 64.9±0.4ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 653±8ms              | 648±4ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 91.9                | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                     |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                    |
|          | 6.59±0.04ms          | 6.58±0.05ms         | 1.00    | plot.AuxSort.time_aux_sort                                                                     |
|          | 78.6±4ms             | 79.0±0.7ms          | 1.01    | regridding.CurvilinearRegridding.time_regrid_pic                                               |
|          | 144.9                | 144.9               | 1.00    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                          |
|          | 98.1±0.6ms           | 97.7±1ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                      |
|          | 48.9±2ms             | 48.5±1ms            | 0.99    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                             |
|          | 111.6                | 111.6               | 1.00    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                 |
|          | 150.6                | 150.6               | 1.00    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                        |
|          | 4.04±0.03ms          | 4.07±0.09ms         | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                               |
|          | 70.5±0.6ms           | 71.0±0.6ms          | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                |
|          | 51.8±0.6ms           | 51.9±1ms            | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                              |
|          | 559±4ms              | 558±5ms             | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                               |
|          | 90.7±2ns             | 89.7±0.4ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                               |
|          | 54.2±0.7ms           | 54.2±2ms            | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                |
|          | 90.5±2ns             | 90.8±0.7ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                              |
|          | 494±5ms              | 490±4ms             | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                               |
|          | 0.3                  | 0.3                 | 1.00    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                          |
|          | 1.7                  | 1.6                 | 0.94    | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                           |
|          | 0.3                  | 0.3                 | 1.00    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                         |
|          | 214.6                | 214.6               | 1.00    | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                          |
|          | 43.2±1ms             | 41.8±1ms            | 0.97    | stats.PearsonR.time_lazy                                                                       |
|          | 18.7±0.4ms           | 19.4±0.4ms          | 1.04    | stats.PearsonR.time_real                                                                       |
|          | 19.8                 | 19.7                | 0.99    | stats.PearsonR.track_lazy                                                                      |
|          | 17.8                 | 17.8                | 1.00    | stats.PearsonR.track_real                                                                      |
|          | 23.6±1ms             | 23.4±1ms            | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                      |
|          | 60.2±1ms             | 61.2±1ms            | 1.02    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                     |
|          | 32.2                 | 32.2                | 1.00    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                     |
|          | 21.6                 | 21.6                | 1.00    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                    |

Generated by GHA run 10119123761

[github-actions]

⏱️ Performance Benchmark Report: 2613d97

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [83905e93]    | After [2613d971]    |   Ratio | Benchmark (Parameter)                                                                          |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------|
|          | 53.9±0.5ms           | 53.6±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                 |
|          | 54.3±0.7ms           | 54.4±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                  |
|          | 189±2ms              | 191±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                       |
|          | 190±2ms              | 192±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                        |
|          | 36.6±0.3ms           | 36.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                 |
|          | 37.2±0.4ms           | 37.4±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                  |
|          | 37.0±0.4ms           | 36.9±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                 |
|          | 37.3±0.2ms           | 37.6±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                  |
|          | 46.7±0.3ms           | 46.3±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                   |
|          | 47.2±0.6ms           | 46.9±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                    |
|          | 121±1ms              | 121±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                               |
|          | 121±1ms              | 122±0.8ms           |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                |
|          | 51.0±0.6ms           | 50.9±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                  |
|          | 51.5±0.8ms           | 51.6±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                   |
|          | 36.5±0.3ms           | 36.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                |
|          | 37.3±0.3ms           | 37.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                 |
|          | 46.6±0.8ms           | 46.8±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                   |
|          | 47.3±1ms             | 47.4±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                    |
|          | 1.31±0.01s           | 1.33±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                  |
|          | 1.31±0s              | 1.31±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                   |
|          | 685±8ms              | 681±20ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                            |
|          | 679±7ms              | 680±10ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                             |
|          | 34.9±0.4ms           | 35.2±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                            |
|          | 35.7±0.3ms           | 35.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                             |
|          | 61.4±0.8ms           | 61.8±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                   |
|          | 62.8±0.6ms           | 62.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                    |
|          | 65.8±0.6ms           | 65.4±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                               |
|          | 66.3±0.9ms           | 66.6±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                |
|          | 61.0±0.7ms           | 61.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                              |
|          | 62.0±1ms             | 62.0±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                               |
|          | 19.6±0.3ms           | 19.7±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                  |
|          | 23.0±0.2ms           | 23.4±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                   |
|          | 130±0.7ms            | 130±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                        |
|          | 144±0.9ms            | 145±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                         |
|          | 17.9±0.3ms           | 18.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                  |
|          | 22.0±0.2ms           | 21.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                   |
|          | 18.1±0.5ms           | 18.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                  |
|          | 21.7±0.4ms           | 21.7±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                   |
|          | 18.4±0.5ms           | 18.6±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                    |
|          | 22.2±0.5ms           | 22.4±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                     |
|          | 34.4±1ms             | 34.5±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                |
|          | 35.8±2ms             | 38.2±1ms            |    1.07 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                 |
|          | 19.0±0.7ms           | 19.0±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                   |
|          | 22.4±0.2ms           | 22.6±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                    |
|          | 18.6±0.4ms           | 18.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                 |
|          | 22.5±0.3ms           | 22.5±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                  |
|          | 18.4±0.2ms           | 18.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                    |
|          | 22.1±0.2ms           | 22.4±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                     |
|          | 549±2ms              | 555±4ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                   |
|          | 554±2ms              | 559±5ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                    |
|          | 148±0.9ms            | 149±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                             |
|          | 166±1ms              | 167±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                              |
|          | 17.6±0.2ms           | 17.8±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                             |
|          | 21.4±0.3ms           | 21.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                              |
|          | 20.9±0.2ms           | 21.0±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                    |
|          | 24.4±0.3ms           | 24.9±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                     |
|          | 20.9±0.2ms           | 21.1±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                |
|          | 24.7±0.3ms           | 24.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                 |
|          | 20.4±0.2ms           | 20.5±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                               |
|          | 24.2±0.3ms           | 24.3±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                |
|          | 83.2±0.8ms           | 82.4±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                        |
|          | 83.9±0.6ms           | 83.2±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                         |
|          | 94.5±1ms             | 94.8±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                         |
|          | 95.4±1ms             | 96.0±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                          |
|          | 58.2±0.4ms           | 57.8±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                         |
|          | 58.4±0.6ms           | 58.6±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                          |
|          | 29.0±0.4ms           | 29.3±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                         |
|          | 32.8±0.3ms           | 32.6±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                          |
|          | 30.6±0.7ms           | 30.7±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                          |
|          | 34.5±0.5ms           | 34.8±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                           |
|          | 25.8±0.3ms           | 25.6±0.2ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                          |
|          | 29.4±0.2ms           | 29.3±0.2ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                           |
|          | 320±2ms              | 325±4ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                  |
|          | 348±3ms              | 345±4ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                   |
|          | 1.13±0.01ms          | 1.12±0.01ms         |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                              |
|          | 401±5μs              | 398±5μs             |    0.99 | cube.CubeCreation.time_create(False, 'instantiate')                                            |
|          | 950±6μs              | 965±20μs            |    1.02 | cube.CubeCreation.time_create(True, 'construct')                                               |
|          | 583±9μs              | 575±5μs             |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                             |
|          | 222±2ms              | 223±2ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                     |
|          | 111±1ms              | 113±1ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                              |
|          | 233±2ms              | 232±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                               |
|          | 17.2±0.2μs           | 16.6±0.2μs          |    0.97 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                           |
|          | 304±5ms              | 307±3ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                      |
|          | 198±3ms              | 199±2ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                               |
|          | 321±3ms              | 318±2ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                |
|          | 16.9±0.2μs           | 16.9±0.2μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                            |
|          | 222±2ms              | 222±3ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                      |
|          | 113±1ms              | 112±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                               |
|          | 232±3ms              | 232±3ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                |
|          | 53.1±0.3μs           | 53.0±0.6μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                            |
|          | 306±4ms              | 303±4ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                       |
|          | 199±3ms              | 199±1ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                |
|          | 319±4ms              | 319±5ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                 |
|          | 55.5±0.7μs           | 54.8±0.6μs          |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                             |
|          | 662±5μs              | 661±10μs            |    1    | import_iris.Iris.time__concatenate                                                             |
|          | 180±2μs              | 180±2μs             |    1    | import_iris.Iris.time__constraints                                                             |
|          | 111±0.9μs            | 111±1μs             |    1.01 | import_iris.Iris.time__data_manager                                                            |
|          | 94.4±0.6μs           | 94.5±0.3μs          |    1    | import_iris.Iris.time__deprecation                                                             |
|          | 137±2μs              | 138±2μs             |    1.01 | import_iris.Iris.time__lazy_data                                                               |
|          | 894±4μs              | 899±10μs            |    1.01 | import_iris.Iris.time__merge                                                                   |
|          | 77.9±0.5μs           | 77.6±0.3μs          |    1    | import_iris.Iris.time__representation                                                          |
|          | 482±2μs              | 483±4μs             |    1    | import_iris.Iris.time_analysis                                                                 |
|          | 139±1μs              | 141±0.9μs           |    1.02 | import_iris.Iris.time_analysis__area_weighted                                                  |
|          | 109±1μs              | 110±1μs             |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                    |
|          | 239±1μs              | 245±3μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                                  |
|          | 186±3μs              | 187±3μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                         |
|          | 112±1μs              | 114±2μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                              |
|          | 140±5μs              | 139±0.5μs           |    0.99 | import_iris.Iris.time_analysis_calculus                                                        |
|          | 325±3μs              | 329±3μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                     |
|          | 95.2±1μs             | 95.9±1μs            |    1.01 | import_iris.Iris.time_analysis_geomerty                                                        |
|          | 218±2μs              | 215±2μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                           |
|          | 98.0±0.5μs           | 97.8±0.7μs          |    1    | import_iris.Iris.time_analysis_stats                                                           |
|          | 174±2μs              | 174±0.9μs           |    1    | import_iris.Iris.time_analysis_trajectory                                                      |
|          | 307±2μs              | 305±3μs             |    0.99 | import_iris.Iris.time_aux_factory                                                              |
|          | 85.3±0.4μs           | 84.8±0.8μs          |    0.99 | import_iris.Iris.time_common                                                                   |
|          | 162±2μs              | 163±2μs             |    1.01 | import_iris.Iris.time_common_lenient                                                           |
|          | 1.33±0.01ms          | 1.33±0.01ms         |    0.99 | import_iris.Iris.time_common_metadata                                                          |
|          | 134±2μs              | 132±1μs             |    0.99 | import_iris.Iris.time_common_mixin                                                             |
|          | 1.18±0ms             | 1.18±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                           |
|          | 200±1μs              | 200±1μs             |    1    | import_iris.Iris.time_config                                                                   |
|          | 115±2μs              | 118±1μs             |    1.02 | import_iris.Iris.time_coord_categorisation                                                     |
|          | 364±3μs              | 367±4μs             |    1.01 | import_iris.Iris.time_coord_systems                                                            |
|          | 750±3μs              | 749±4μs             |    1    | import_iris.Iris.time_coords                                                                   |
|          | 666±8μs              | 667±6μs             |    1    | import_iris.Iris.time_cube                                                                     |
|          | 228±4μs              | 227±3μs             |    1    | import_iris.Iris.time_exceptions                                                               |
|          | 77.8±1μs             | 77.6±0.8μs          |    1    | import_iris.Iris.time_experimental                                                             |
|          | 187±1μs              | 189±2μs             |    1.01 | import_iris.Iris.time_fileformats                                                              |
|          | 250±4μs              | 254±3μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                          |
|          | 2.69±0.02ms          | 2.70±0.03ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                         |
|          | 80.3±0.7μs           | 80.1±0.7μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                             |
|          | 115±0.9μs            | 116±2μs             |    1.01 | import_iris.Iris.time_fileformats_abf                                                          |
|          | 403±3μs              | 405±5μs             |    1    | import_iris.Iris.time_fileformats_cf                                                           |
|          | 5.40±0.03ms          | 5.36±0.05ms         |    0.99 | import_iris.Iris.time_fileformats_dot                                                          |
|          | 76.3±1μs             | 75.0±0.8μs          |    0.98 | import_iris.Iris.time_fileformats_name                                                         |
|          | 254±2μs              | 259±1μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                                 |
|          | 119±1μs              | 120±1μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                       |
|          | 123±4μs              | 123±0.8μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                       |
|          | 211±3μs              | 212±2μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                            |
|          | 781±2μs              | 783±7μs             |    1    | import_iris.Iris.time_fileformats_pp                                                           |
|          | 181±5μs              | 182±2μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                                |
|          | 135±3μs              | 134±1μs             |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                                |
|          | 516±10μs             | 514±7μs             |    1    | import_iris.Iris.time_fileformats_rules                                                        |
|          | 221±1μs              | 222±2μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                              |
|          | 84.9±1μs             | 84.1±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                           |
|          | 161±2μs              | 162±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                                |
|          | 137±2μs              | 141±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                              |
|          | 77.1±1μs             | 76.6±1μs            |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                           |
|          | 82.3±0.4μs           | 82.1±0.5μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                |
|          | 975±10μs             | 973±6μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                    |
|          | 138±2μs              | 137±0.8μs           |    0.99 | import_iris.Iris.time_io                                                                       |
|          | 173±2μs              | 172±2μs             |    1    | import_iris.Iris.time_io_format_picker                                                         |
|          | 231±3μs              | 229±1μs             |    0.99 | import_iris.Iris.time_iris                                                                     |
|          | 128±0.8μs            | 128±0.4μs           |    1    | import_iris.Iris.time_iterate                                                                  |
|          | 8.35±0.1ms           | 8.30±0.04ms         |    0.99 | import_iris.Iris.time_palette                                                                  |
|          | 2.22±0.03ms          | 2.22±0.04ms         |    1    | import_iris.Iris.time_plot                                                                     |
|          | 104±0.9μs            | 105±0.9μs           |    1.01 | import_iris.Iris.time_quickplot                                                                |
|          | 2.12±0.03ms          | 2.14±0.02ms         |    1.01 | import_iris.Iris.time_std_names                                                                |
|          | 1.78±0.03ms          | 1.76±0.01ms         |    0.99 | import_iris.Iris.time_symbols                                                                  |
|          | 292±0.7ms            | 293±1ms             |    1    | import_iris.Iris.time_tests                                                                    |
|          | 259±3μs              | 257±2μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                      |
|          | 4.80±0.03ms          | 4.80±0.01ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                     |
|          | 121±2μs              | 120±0.5μs           |    0.99 | import_iris.Iris.time_third_party_cftime                                                       |
|          | 2.77±0.01ms          | 2.78±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                   |
|          | 1.07±0ms             | 1.07±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                        |
|          | 171±1μs              | 172±1μs             |    1.01 | import_iris.Iris.time_third_party_scipy                                                        |
|          | 102±2μs              | 100±0.8μs           |    0.98 | import_iris.Iris.time_time                                                                     |
|          | 318±6μs              | 318±2μs             |    1    | import_iris.Iris.time_util                                                                     |
|          | 73.3±0.7μs           | 72.9±1μs            |    0.99 | iterate.IZip.time_izip                                                                         |
|          | 8.01±0.06ms          | 8.04±0.06ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                     |
|          | 29.2±0.2ms           | 29.2±0.4ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                 |
|          | 8.77±0.09ms          | 8.80±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                     |
|          | 8.02±0.03ms          | 8.06±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                      |
|          | 27.0±0.2ms           | 27.0±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                  |
|          | 8.77±0.1ms           | 8.80±0.07ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                      |
|          | 1.34±0.01s           | 1.36±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                       |
|          | 26.6±0.2ms           | 27.2±0.3ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                   |
|          | 1.49±0.01s           | 1.50±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                       |
|          | 1.34±0.01s           | 1.35±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                        |
|          | 26.6±0.1ms           | 26.6±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                    |
|          | 1.51±0.02s           | 1.49±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                        |
|          | 3.90±0.03ms          | 3.90±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                        |
|          | 25.5±0.3ms           | 25.6±0.2ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                    |
|          | 4.15±0.03ms          | 4.18±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                        |
|          | 3.93±0.03ms          | 3.91±0.03ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                         |
|          | 25.7±0.4ms           | 25.7±0.2ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                     |
|          | 4.14±0.05ms          | 4.14±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                         |
|          | 30.7±2ms             | 33.6±4ms            |    1.09 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                  |
|          | 19.3±0.3ms           | 19.2±0.5ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                              |
|          | 13.7±2ms             | 13.8±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                  |
|          | 25.2±0.6ms           | 25.6±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                   |
|          | 70.8±2ms             | 70.6±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                               |
|          | 25.6±0.8ms           | 25.6±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                   |
|          | 434±3ms              | 432±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                    |
|          | 3.05±0.1ms           | 2.89±0.06ms         |    0.95 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                |
|          | 441±2ms              | 440±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                    |
|          | 441±2ms              | 440±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                     |
|          | 2.97±0.09ms          | 2.96±0.06ms         |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                 |
|          | 445±3ms              | 445±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                     |
|          | 1.59±0.08ms          | 1.54±0.05ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                     |
|          | 2.90±0.07ms          | 2.95±0.07ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                 |
|          | 1.58±0.1ms           | 1.53±0.03ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                     |
|          | 1.62±0.08ms          | 1.62±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                      |
|          | 2.94±0.07ms          | 2.96±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                  |
|          | 1.59±0.05ms          | 1.56±0.07ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                      |
|          | 501±4ms              | 497±3ms             |    0.99 | load.ManyVars.time_many_var_load                                                               |
|          | 8.19±0.02ms          | 8.22±0.06ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                               |
|          | 9.00±0.1ms           | 9.01±0.04ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                               |
|          | 1.35±0.01s           | 1.36±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                 |
|          | 1.51±0.01s           | 1.52±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                 |
|          | 3.93±0.05ms          | 3.97±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                    |
|          | 4.25±0.05ms          | 4.25±0.05ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                    |
|          | 8.03±0.08ms          | 8.04±0.09ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                  |
|          | 4.70±0.04ms          | 4.75±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                   |
|          | 1.34±0.01s           | 1.33±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                    |
|          | 366±1ms              | 361±4ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                     |
|          | 3.91±0.02ms          | 3.93±0.04ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                       |
|          | 3.54±0.04ms          | 3.56±0.05ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                        |
|          | 147±2ms              | 147±0.8ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                             |
|          | 29.1±0.3ms           | 29.0±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                         |
|          | 161±0.7ms            | 163±2ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                             |
|          | 29.4±0.1ms           | 29.3±0.1ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                              |
|          | 28.6±0.2ms           | 29.0±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                          |
|          | 31.3±0.2ms           | 31.5±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                              |
|          | 17.4±0.3ms           | 17.9±0.3ms          |    1.03 | load.ugrid.BasicLoading.time_load_file(1)                                                      |
|          | 40.4±0.6ms           | 40.7±0.6ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                                 |
|          | 14.5±0.3ms           | 14.4±0.2ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(1)                                                      |
|          | 22.2±0.3ms           | 22.1±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                 |
|          | 17.6±0.3ms           | 17.5±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                  |
|          | 20.2±0.4ms           | 20.4±0.2ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                             |
|          | 14.5±0.2ms           | 14.2±0.1ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                  |
|          | 16.7±0.2ms           | 16.8±0.5ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                             |
|          | 18.4±0.3ms           | 18.5±0.3ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                                 |
|          | 49.8±0.4ms           | 50.0±0.8ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                            |
|          | 18.6±0.2ms           | 18.7±0.4ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                             |
|          | 22.3±0.4ms           | 21.9±0.5ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                        |
|          | 2.79±0.1ms           | 2.80±0.07ms         |    1    | load.ugrid.DataRealisation.time_realise_data(10000)                                            |
|          | 5.36±0.9ms           | 5.39±0.9ms          |    1    | load.ugrid.DataRealisation.time_realise_data(200000)                                           |
|          | 37.0±0.6ms           | 36.8±0.4ms          |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                        |
|          | 801±4ms              | 809±10ms            |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                       |
|          | 118±2ms              | 120±2ms             |    1.01 | merge_concat.Concatenate.time_concatenate                                                      |
|          | 24.1                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                       |
|          | 47.3±0.4ms           | 47.2±0.4ms          |    1    | merge_concat.Merge.time_merge                                                                  |
|          | 11.0                 | 11.0                |    1    | merge_concat.Merge.track_mem_merge                                                             |
|          | 397±4ns              | 395±5ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 257±2ms              | 259±2ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.2±0.1ms           | 14.4±0.2ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 15.9±0.2ms           | 16.1±0.8ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 105±0.6ms            | 106±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 699±5ms              | 703±5ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 65.9±1ms             | 65.8±0.7ms          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 653±3ms              | 656±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_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)                    |
|          | 6.55±0.02ms          | 6.57±0.03ms         |    1    | plot.AuxSort.time_aux_sort                                                                     |
|          | 75.9±4ms             | 77.4±4ms            |    1.02 | regridding.CurvilinearRegridding.time_regrid_pic                                               |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                          |
|          | 98.9±0.9ms           | 99.1±0.7ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                      |
|          | 50.5±3ms             | 49.8±2ms            |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                             |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                 |
|          | 150.6                | 150.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                        |
|          | 4.02±0.04ms          | 4.04±0.04ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                               |
|          | 71.6±0.4ms           | 71.3±0.3ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                |
|          | 51.4±0.6ms           | 52.0±0.8ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                              |
|          | 561±5ms              | 567±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                               |
|          | 90.0±0.6ns           | 92.5±1ns            |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                               |
|          | 54.6±0.3ms           | 54.7±0.4ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                |
|          | 90.6±0.4ns           | 91.0±1ns            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                              |
|          | 495±3ms              | 495±4ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                               |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                          |
|          | 1.7                  | 1.5                 |    0.88 | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                           |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                         |
|          | 214.6                | 247.6               |    1.15 | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                          |
|          | 42.7±1ms             | 41.6±0.3ms          |    0.98 | stats.PearsonR.time_lazy                                                                       |
|          | 18.8±0.2ms           | 18.9±0.3ms          |    1    | stats.PearsonR.time_real                                                                       |
|          | 19.5                 | 19.8                |    1.02 | stats.PearsonR.track_lazy                                                                      |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                      |
|          | 23.1±0.8ms           | 23.2±0.5ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                      |
|          | 60.3±0.6ms           | 61.4±0.6ms          |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                     |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                     |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                    |

Generated by GHA run 10119123815

[github-actions]

⏱️ Performance Benchmark Report: 13d4634

Performance shifts

| Change   |   Before [5c18504e]  |   After [13d4634e]  |   Ratio | Benchmark (Parameter)                                 |
|----------|----------------------|---------------------|---------|-------------------------------------------------------|
| -        |                214.6 |               165.2 |    0.77 | save.NetcdfSave.track_addedmem_netcdf_save(600, True) |

Full benchmark results

Benchmarks that have improved:

| Change   |   Before [5c18504e]  |   After [13d4634e]  |   Ratio | Benchmark (Parameter)                                 |
|----------|----------------------|---------------------|---------|-------------------------------------------------------|
| -        |                214.6 |               165.2 |    0.77 | save.NetcdfSave.track_addedmem_netcdf_save(600, True) |

Benchmarks that have stayed the same:

| Change   | Before [5c18504e]    | After [13d4634e]    |   Ratio | Benchmark (Parameter)                                                                          |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------|
|          | 54.6±0.9ms           | 53.9±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                 |
|          | 55.7±0.7ms           | 55.0±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                  |
|          | 192±5ms              | 191±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                       |
|          | 193±3ms              | 192±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                        |
|          | 37.0±0.2ms           | 36.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                 |
|          | 37.9±0.2ms           | 37.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                  |
|          | 37.0±0.3ms           | 37.1±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                 |
|          | 37.5±0.5ms           | 37.5±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                  |
|          | 47.3±0.6ms           | 46.8±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                   |
|          | 47.8±0.5ms           | 48.2±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                    |
|          | 121±1ms              | 122±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                               |
|          | 122±1ms              | 122±0.9ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                |
|          | 51.6±0.8ms           | 52.5±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                  |
|          | 52.0±0.4ms           | 52.5±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                   |
|          | 37.2±0.3ms           | 36.9±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                |
|          | 37.4±0.4ms           | 37.9±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                 |
|          | 47.7±0.6ms           | 47.6±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                   |
|          | 48.2±0.8ms           | 47.6±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                    |
|          | 1.31±0.02s           | 1.33±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                  |
|          | 1.32±0.02s           | 1.32±0.02s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                   |
|          | 680±10ms             | 670±20ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                            |
|          | 679±10ms             | 682±10ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                             |
|          | 36.1±0.7ms           | 35.6±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                            |
|          | 36.7±0.7ms           | 36.2±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                             |
|          | 62.9±1ms             | 62.4±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                   |
|          | 63.5±0.6ms           | 63.0±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                    |
|          | 66.8±0.8ms           | 66.2±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                               |
|          | 67.6±1ms             | 66.7±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                |
|          | 62.0±0.5ms           | 61.8±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                              |
|          | 62.9±0.9ms           | 62.9±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                               |
|          | 20.1±0.3ms           | 20.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                  |
|          | 23.8±0.3ms           | 24.0±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                   |
|          | 134±0.8ms            | 135±3ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                        |
|          | 147±1ms              | 147±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                         |
|          | 18.5±0.4ms           | 18.3±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                  |
|          | 22.0±0.2ms           | 22.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                   |
|          | 18.3±0.3ms           | 18.3±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                  |
|          | 21.9±0.3ms           | 22.6±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                   |
|          | 19.0±0.4ms           | 19.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                    |
|          | 22.8±0.4ms           | 22.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                     |
|          | 35.1±1ms             | 35.5±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                |
|          | 38.3±0.8ms           | 38.3±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                 |
|          | 19.5±0.8ms           | 19.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                   |
|          | 23.3±0.3ms           | 23.3±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                    |
|          | 19.0±0.3ms           | 19.4±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                 |
|          | 23.0±0.4ms           | 23.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                  |
|          | 19.2±0.4ms           | 18.6±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                    |
|          | 22.9±0.3ms           | 22.6±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                     |
|          | 555±6ms              | 550±3ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                   |
|          | 558±5ms              | 554±5ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                    |
|          | 153±3ms              | 152±3ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                             |
|          | 168±2ms              | 171±3ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                              |
|          | 18.2±0.2ms           | 18.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                             |
|          | 21.8±0.3ms           | 21.9±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                              |
|          | 21.4±0.3ms           | 21.7±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                    |
|          | 25.1±0.4ms           | 25.3±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                     |
|          | 21.2±0.3ms           | 21.9±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                |
|          | 25.0±0.5ms           | 25.5±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                 |
|          | 20.9±0.3ms           | 21.3±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                               |
|          | 24.5±0.4ms           | 25.0±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                |
|          | 83.5±0.9ms           | 84.0±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                        |
|          | 83.9±1ms             | 84.9±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                         |
|          | 96.4±0.9ms           | 96.1±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                         |
|          | 96.7±0.8ms           | 97.2±2ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                          |
|          | 58.7±0.9ms           | 59.2±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                         |
|          | 59.7±0.5ms           | 59.8±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                          |
|          | 29.7±0.4ms           | 29.5±0.8ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                         |
|          | 33.7±0.6ms           | 33.4±0.7ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                          |
|          | 31.5±0.7ms           | 31.1±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                          |
|          | 35.3±0.8ms           | 35.7±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                           |
|          | 26.1±0.8ms           | 26.6±0.6ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                          |
|          | 30.0±0.5ms           | 30.4±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                           |
|          | 323±2ms              | 329±9ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                  |
|          | 349±7ms              | 348±5ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                   |
|          | 1.12±0.01ms          | 1.12±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                              |
|          | 398±7μs              | 401±2μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                            |
|          | 959±10μs             | 963±10μs            |    1    | cube.CubeCreation.time_create(True, 'construct')                                               |
|          | 575±7μs              | 585±5μs             |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                             |
|          | 225±5ms              | 225±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                     |
|          | 114±1ms              | 114±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                              |
|          | 236±3ms              | 239±7ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                               |
|          | 16.7±0.2μs           | 16.6±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                           |
|          | 313±4ms              | 312±4ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                      |
|          | 204±3ms              | 206±5ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                               |
|          | 322±5ms              | 325±8ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                |
|          | 16.8±0.2μs           | 17.0±0.2μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                            |
|          | 227±3ms              | 224±3ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                      |
|          | 114±2ms              | 115±1ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                               |
|          | 239±3ms              | 238±3ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                |
|          | 53.6±0.4μs           | 53.1±0.4μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                            |
|          | 309±4ms              | 313±4ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                       |
|          | 204±2ms              | 203±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                |
|          | 321±5ms              | 323±4ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                 |
|          | 55.0±0.6μs           | 55.6±1μs            |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                             |
|          | 662±8μs              | 668±10μs            |    1.01 | import_iris.Iris.time__concatenate                                                             |
|          | 179±0.9μs            | 181±2μs             |    1.01 | import_iris.Iris.time__constraints                                                             |
|          | 110±2μs              | 113±2μs             |    1.02 | import_iris.Iris.time__data_manager                                                            |
|          | 93.3±0.5μs           | 94.7±1μs            |    1.02 | import_iris.Iris.time__deprecation                                                             |
|          | 136±1μs              | 138±2μs             |    1.01 | import_iris.Iris.time__lazy_data                                                               |
|          | 911±20μs             | 897±10μs            |    0.98 | import_iris.Iris.time__merge                                                                   |
|          | 77.8±0.5μs           | 77.4±0.8μs          |    0.99 | import_iris.Iris.time__representation                                                          |
|          | 486±3μs              | 490±7μs             |    1.01 | import_iris.Iris.time_analysis                                                                 |
|          | 140±1μs              | 144±2μs             |    1.03 | import_iris.Iris.time_analysis__area_weighted                                                  |
|          | 109±0.5μs            | 110±0.8μs           |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                    |
|          | 245±3μs              | 247±4μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                                  |
|          | 189±4μs              | 187±4μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                         |
|          | 112±1μs              | 112±1μs             |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                              |
|          | 140±1μs              | 138±1μs             |    0.98 | import_iris.Iris.time_analysis_calculus                                                        |
|          | 331±1μs              | 330±2μs             |    1    | import_iris.Iris.time_analysis_cartography                                                     |
|          | 94.8±0.9μs           | 95.4±0.8μs          |    1.01 | import_iris.Iris.time_analysis_geomerty                                                        |
|          | 218±2μs              | 217±4μs             |    1    | import_iris.Iris.time_analysis_maths                                                           |
|          | 98.8±0.8μs           | 98.8±0.7μs          |    1    | import_iris.Iris.time_analysis_stats                                                           |
|          | 175±3μs              | 176±3μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                      |
|          | 307±4μs              | 316±4μs             |    1.03 | import_iris.Iris.time_aux_factory                                                              |
|          | 85.2±2μs             | 85.4±0.9μs          |    1    | import_iris.Iris.time_common                                                                   |
|          | 163±1μs              | 164±2μs             |    1.01 | import_iris.Iris.time_common_lenient                                                           |
|          | 1.34±0.01ms          | 1.34±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                          |
|          | 133±1μs              | 134±1μs             |    1.01 | import_iris.Iris.time_common_mixin                                                             |
|          | 1.19±0.01ms          | 1.18±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                           |
|          | 199±1μs              | 200±1μs             |    1.01 | import_iris.Iris.time_config                                                                   |
|          | 116±2μs              | 116±2μs             |    1    | import_iris.Iris.time_coord_categorisation                                                     |
|          | 366±6μs              | 369±6μs             |    1.01 | import_iris.Iris.time_coord_systems                                                            |
|          | 763±10μs             | 757±10μs            |    0.99 | import_iris.Iris.time_coords                                                                   |
|          | 688±30μs             | 686±8μs             |    1    | import_iris.Iris.time_cube                                                                     |
|          | 226±4μs              | 230±4μs             |    1.02 | import_iris.Iris.time_exceptions                                                               |
|          | 78.5±1μs             | 77.9±0.4μs          |    0.99 | import_iris.Iris.time_experimental                                                             |
|          | 184±2μs              | 189±2μs             |    1.03 | import_iris.Iris.time_fileformats                                                              |
|          | 253±4μs              | 255±4μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                          |
|          | 2.73±0.05ms          | 2.73±0.1ms          |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                         |
|          | 79.7±0.7μs           | 79.6±0.3μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                             |
|          | 115±1μs              | 115±2μs             |    1    | import_iris.Iris.time_fileformats_abf                                                          |
|          | 406±2μs              | 410±4μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                           |
|          | 5.42±0.08ms          | 5.39±0.2ms          |    0.99 | import_iris.Iris.time_fileformats_dot                                                          |
|          | 75.2±0.8μs           | 75.8±0.9μs          |    1.01 | import_iris.Iris.time_fileformats_name                                                         |
|          | 261±1μs              | 259±3μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                                 |
|          | 120±1μs              | 120±2μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                       |
|          | 126±2μs              | 123±2μs             |    0.98 | import_iris.Iris.time_fileformats_nimrod                                                       |
|          | 212±3μs              | 213±6μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                            |
|          | 783±10μs             | 800±9μs             |    1.02 | import_iris.Iris.time_fileformats_pp                                                           |
|          | 184±5μs              | 186±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                                |
|          | 137±1μs              | 137±3μs             |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                                |
|          | 533±10μs             | 512±4μs             |    0.96 | import_iris.Iris.time_fileformats_rules                                                        |
|          | 220±3μs              | 223±5μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                              |
|          | 84.7±1μs             | 85.1±0.9μs          |    1    | import_iris.Iris.time_fileformats_um                                                           |
|          | 162±2μs              | 161±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                                |
|          | 139±2μs              | 140±2μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                              |
|          | 76.4±1μs             | 76.4±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                           |
|          | 82.4±0.6μs           | 83.2±0.5μs          |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                |
|          | 988±20μs             | 996±20μs            |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                    |
|          | 138±2μs              | 139±1μs             |    1.01 | import_iris.Iris.time_io                                                                       |
|          | 172±1μs              | 175±2μs             |    1.02 | import_iris.Iris.time_io_format_picker                                                         |
|          | 231±3μs              | 230±2μs             |    1    | import_iris.Iris.time_iris                                                                     |
|          | 128±2μs              | 130±2μs             |    1.02 | import_iris.Iris.time_iterate                                                                  |
|          | 8.41±0.05ms          | 8.61±0.06ms         |    1.02 | import_iris.Iris.time_palette                                                                  |
|          | 2.21±0.04ms          | 2.22±0.04ms         |    1.01 | import_iris.Iris.time_plot                                                                     |
|          | 105±2μs              | 106±2μs             |    1.01 | import_iris.Iris.time_quickplot                                                                |
|          | 2.20±0.08ms          | 2.22±0.05ms         |    1.01 | import_iris.Iris.time_std_names                                                                |
|          | 1.76±0.02ms          | 1.76±0.01ms         |    1    | import_iris.Iris.time_symbols                                                                  |
|          | 35.4±0.6ms           | 35.1±0.6ms          |    0.99 | import_iris.Iris.time_tests                                                                    |
|          | 256±3μs              | 258±2μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                      |
|          | 4.89±0.04ms          | 4.86±0.03ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                     |
|          | 119±0.9μs            | 120±0.9μs           |    1    | import_iris.Iris.time_third_party_cftime                                                       |
|          | 2.78±0.01ms          | 2.81±0.03ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                   |
|          | 1.07±0ms             | 1.07±0ms            |    1    | import_iris.Iris.time_third_party_numpy                                                        |
|          | 174±4μs              | 173±0.9μs           |    1    | import_iris.Iris.time_third_party_scipy                                                        |
|          | 102±2μs              | 103±2μs             |    1.01 | import_iris.Iris.time_time                                                                     |
|          | 322±6μs              | 329±5μs             |    1.02 | import_iris.Iris.time_util                                                                     |
|          | 74.3±1μs             | 73.8±1μs            |    0.99 | iterate.IZip.time_izip                                                                         |
|          | 8.15±0.1ms           | 8.17±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                     |
|          | 24.6±0.3ms           | 24.4±0.5ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                 |
|          | 8.91±0.07ms          | 8.85±0.07ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                     |
|          | 8.15±0.1ms           | 8.13±0.07ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                      |
|          | 22.4±0.3ms           | 21.5±0.1ms          |    0.96 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                  |
|          | 9.03±0.1ms           | 8.88±0.1ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                      |
|          | 1.37±0.01s           | 1.36±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                       |
|          | 21.9±0.5ms           | 21.0±0.3ms          |    0.96 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                   |
|          | 1.51±0.01s           | 1.50±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                       |
|          | 1.36±0.01s           | 1.37±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                        |
|          | 21.7±0.2ms           | 21.4±0.3ms          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                    |
|          | 1.50±0.01s           | 1.54±0.02s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                        |
|          | 3.98±0.04ms          | 3.95±0.05ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                        |
|          | 20.7±0.3ms           | 20.2±0.2ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                    |
|          | 4.24±0.09ms          | 4.19±0.03ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                        |
|          | 3.92±0.02ms          | 3.95±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                         |
|          | 21.0±0.3ms           | 20.4±0.4ms          |    0.97 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                     |
|          | 4.21±0.06ms          | 4.28±0.08ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                         |
|          | 32.9±3ms             | 32.4±3ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                  |
|          | 19.5±0.2ms           | 19.4±0.6ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                              |
|          | 13.4±2ms             | 13.5±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                  |
|          | 25.8±2ms             | 25.5±0.8ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                   |
|          | 70.3±2ms             | 70.6±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                               |
|          | 26.0±1ms             | 25.9±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                   |
|          | 442±3ms              | 444±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                    |
|          | 2.85±0.06ms          | 2.97±0.06ms         |    1.04 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                |
|          | 450±3ms              | 453±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                    |
|          | 448±2ms              | 452±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                     |
|          | 2.90±0.1ms           | 2.91±0.1ms          |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                 |
|          | 452±2ms              | 456±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                     |
|          | 1.57±0.04ms          | 1.63±0.08ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                     |
|          | 2.89±0.07ms          | 3.02±0.1ms          |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                 |
|          | 1.60±0.1ms           | 1.62±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                     |
|          | 1.57±0.07ms          | 1.58±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                      |
|          | 2.97±0.1ms           | 3.00±0.2ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                  |
|          | 1.64±0.09ms          | 1.60±0.1ms          |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                      |
|          | 377±2ms              | 366±3ms             |    0.97 | load.ManyVars.time_many_var_load                                                               |
|          | 8.18±0.05ms          | 8.29±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                               |
|          | 8.96±0.05ms          | 9.12±0.1ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                               |
|          | 1.36±0.01s           | 1.38±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                 |
|          | 1.53±0.02s           | 1.54±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                 |
|          | 3.95±0.04ms          | 4.02±0.05ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                    |
|          | 4.32±0.03ms          | 4.24±0.03ms         |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                    |
|          | 8.08±0.05ms          | 8.11±0.1ms          |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                  |
|          | 4.75±0.02ms          | 4.77±0.04ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                   |
|          | 1.35±0.01s           | 1.35±0.02s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                    |
|          | 369±2ms              | 370±6ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                     |
|          | 3.92±0.03ms          | 3.93±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                       |
|          | 3.56±0.03ms          | 3.56±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                        |
|          | 149±2ms              | 149±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                             |
|          | 24.3±0.5ms           | 23.7±0.2ms          |    0.97 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                         |
|          | 163±0.7ms            | 165±1ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                             |
|          | 29.4±0.2ms           | 29.6±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                              |
|          | 24.2±0.3ms           | 23.6±0.4ms          |    0.97 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                          |
|          | 31.6±0.1ms           | 31.7±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                              |
|          | 18.6±0.6ms           | 18.1±0.8ms          |    0.98 | load.ugrid.BasicLoading.time_load_file(1)                                                      |
|          | 42.5±0.9ms           | 42.3±1ms            |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                                 |
|          | 14.8±0.3ms           | 14.5±0.6ms          |    0.98 | load.ugrid.BasicLoading.time_load_mesh(1)                                                      |
|          | 23.7±0.4ms           | 23.1±0.7ms          |    0.97 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                 |
|          | 18.0±0.4ms           | 17.7±0.7ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                  |
|          | 21.5±0.2ms           | 20.8±0.8ms          |    0.97 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                             |
|          | 14.6±0.3ms           | 14.8±0.4ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                  |
|          | 17.9±0.4ms           | 17.5±0.5ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                             |
|          | 19.0±0.4ms           | 19.2±0.8ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                                 |
|          | 50.6±0.9ms           | 51.0±1ms            |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                            |
|          | 19.3±0.4ms           | 19.2±0.3ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                             |
|          | 23.4±0.8ms           | 23.4±0.4ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                        |
|          | 2.84±0.2ms           | 2.81±0.3ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(10000)                                            |
|          | 5.72±0.9ms           | 5.74±0.3ms          |    1    | load.ugrid.DataRealisation.time_realise_data(200000)                                           |
|          | 39.6±1ms             | 39.0±0.9ms          |    0.98 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                        |
|          | 801±9ms              | 795±6ms             |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                       |
|          | 123±1ms              | 121±2ms             |    0.98 | merge_concat.Concatenate.time_concatenate                                                      |
|          | 24.1                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                       |
|          | 49.9±1ms             | 48.6±0.6ms          |    0.97 | merge_concat.Merge.time_merge                                                                  |
|          | 11.0                 | 11.0                |    1    | merge_concat.Merge.track_mem_merge                                                             |
|          | 392±1ns              | 408±5ns             |    1.04 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 261±2ms              | 260±3ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.3±0.2ms           | 14.5±0.09ms         |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.1±0.2ms           | 16.5±0.7ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 106±1ms              | 107±2ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 714±6ms              | 712±5ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 67.7±0.9ms           | 67.0±0.7ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 662±4ms              | 660±5ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_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)                    |
|          | 6.64±0.06ms          | 6.57±0.06ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                     |
|          | 79.4±3ms             | 77.9±4ms            |    0.98 | regridding.CurvilinearRegridding.time_regrid_pic                                               |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                          |
|          | 98.7±0.5ms           | 98.3±0.6ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                      |
|          | 50.6±3ms             | 50.3±3ms            |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                             |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                 |
|          | 150.6                | 150.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                        |
|          | 4.17±0.09ms          | 4.13±0.1ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                               |
|          | 73.5±0.9ms           | 72.6±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                |
|          | 52.8±1ms             | 52.2±0.3ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                              |
|          | 571±5ms              | 567±6ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                               |
|          | 88.5±0.9ns           | 88.8±0.3ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                               |
|          | 56.1±1ms             | 55.4±0.6ms          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                |
|          | 90.6±0.4ns           | 90.4±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                              |
|          | 499±1ms              | 497±4ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                               |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                          |
|          | 1.8                  | 1.6                 |    0.89 | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                           |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                         |
|          | 43.3±1ms             | 42.9±1ms            |    0.99 | stats.PearsonR.time_lazy                                                                       |
|          | 19.1±0.2ms           | 19.2±0.4ms          |    1.01 | stats.PearsonR.time_real                                                                       |
|          | 19.8                 | 19.5                |    0.98 | stats.PearsonR.track_lazy                                                                      |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                      |
|          | 24.6±0.7ms           | 24.7±1ms            |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                      |
|          | 61.9±0.5ms           | 62.7±0.4ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                     |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                     |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                    |

Generated by GHA run 10223558265

[github-actions]

⏱️ Performance Benchmark Report: 4982dea

Performance shifts

| Change   |   Before [8a15e4a8]  |   After [4982dead]  |   Ratio | Benchmark (Parameter)                                 |
|----------|----------------------|---------------------|---------|-------------------------------------------------------|
| -        |                  264 |               181.7 |    0.69 | save.NetcdfSave.track_addedmem_netcdf_save(600, True) |

Full benchmark results

Benchmarks that have improved:

| Change   |   Before [8a15e4a8]  |   After [4982dead]  |   Ratio | Benchmark (Parameter)                                 |
|----------|----------------------|---------------------|---------|-------------------------------------------------------|
| -        |                  264 |               181.7 |    0.69 | save.NetcdfSave.track_addedmem_netcdf_save(600, True) |

Benchmarks that have stayed the same:

| Change   | Before [8a15e4a8]    | After [4982dead]    | Ratio   | Benchmark (Parameter)                                                                          |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------|
|          | 54.2±0.5ms           | 53.9±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                 |
|          | 54.4±0.9ms           | 54.8±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                  |
|          | 192±2ms              | 193±3ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                       |
|          | 193±2ms              | 195±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                        |
|          | 37.5±0.2ms           | 36.9±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                 |
|          | 38.0±0.3ms           | 38.0±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                  |
|          | 37.8±0.6ms           | 37.0±0.6ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                 |
|          | 38.3±0.5ms           | 38.2±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                  |
|          | 47.2±0.5ms           | 47.7±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                   |
|          | 47.5±0.7ms           | 48.3±1ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                    |
|          | 121±1ms              | 122±0.4ms           | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                               |
|          | 122±1ms              | 123±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                |
|          | 51.6±0.6ms           | 51.9±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                  |
|          | 52.3±1ms             | 52.5±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                   |
|          | 36.8±0.4ms           | 36.7±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                |
|          | 37.8±0.5ms           | 37.6±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                 |
|          | 46.9±0.7ms           | 47.3±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                   |
|          | 47.8±0.5ms           | 48.0±0.9ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                    |
|          | 1.32±0.02s           | 1.32±0.02s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                  |
|          | 1.33±0.02s           | 1.32±0.01s          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                   |
|          | 688±10ms             | 689±10ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                            |
|          | 685±10ms             | 680±20ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                             |
|          | 35.5±0.5ms           | 35.4±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                            |
|          | 37.0±0.9ms           | 36.3±0.7ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                             |
|          | 62.4±1ms             | 63.0±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                   |
|          | 63.5±1ms             | 63.7±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                    |
|          | 65.8±0.9ms           | 67.3±0.8ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                               |
|          | 67.0±0.8ms           | 68.0±0.9ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                |
|          | 61.6±0.8ms           | 62.4±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                              |
|          | 62.5±0.6ms           | 63.4±0.8ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                               |
|          | 19.8±0.4ms           | 20.0±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                  |
|          | 23.7±0.2ms           | 23.2±0.3ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                   |
|          | 132±1ms              | 132±2ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                        |
|          | 147±2ms              | 146±3ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                         |
|          | 18.3±0.4ms           | 18.2±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                  |
|          | 22.1±0.6ms           | 22.1±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                   |
|          | 18.2±0.4ms           | 18.1±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                  |
|          | 22.0±0.5ms           | 22.3±0.5ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                   |
|          | 19.2±0.7ms           | 18.6±0.2ms          | 0.97    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                    |
|          | 22.1±0.6ms           | 22.2±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                     |
|          | 34.9±0.5ms           | 35.0±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                |
|          | 38.3±1ms             | 38.3±2ms            | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                 |
|          | 19.1±0.6ms           | 19.1±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                   |
|          | 22.8±0.2ms           | 23.0±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                    |
|          | 19.0±0.6ms           | 18.8±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                 |
|          | 22.5±0.4ms           | 22.3±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                  |
|          | 18.7±0.2ms           | 18.6±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                    |
|          | 22.5±0.3ms           | 22.6±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                     |
|          | 552±4ms              | 550±3ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                   |
|          | 552±2ms              | 556±4ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                    |
|          | 152±1ms              | 152±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                             |
|          | 167±1ms              | 168±0.9ms           | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                              |
|          | 17.9±0.2ms           | 17.7±0.3ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                             |
|          | 21.7±0.3ms           | 21.7±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                              |
|          | 21.4±0.3ms           | 21.5±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                    |
|          | 25.2±0.4ms           | 24.8±0.4ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                     |
|          | 21.3±0.4ms           | 21.1±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                |
|          | 25.0±0.6ms           | 24.8±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                 |
|          | 20.6±0.1ms           | 20.6±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                               |
|          | 24.4±0.3ms           | 24.2±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                |
|          | 84.5±1ms             | 83.9±1ms            | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                        |
|          | 84.2±0.6ms           | 84.9±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                         |
|          | 96.6±1ms             | 96.7±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                         |
|          | 96.5±0.9ms           | 96.4±0.8ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                          |
|          | 58.7±0.4ms           | 60.4±0.6ms          | 1.03    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                         |
|          | 59.4±0.7ms           | 60.1±0.9ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                          |
|          | 29.4±0.4ms           | 28.9±0.4ms          | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                         |
|          | 33.0±0.5ms           | 32.8±0.4ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                          |
|          | 31.4±0.5ms           | 31.6±0.6ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                          |
|          | 35.0±0.5ms           | 34.6±0.4ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                           |
|          | 26.1±0.3ms           | 25.9±0.2ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                          |
|          | 29.8±0.3ms           | 29.6±0.4ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                           |
|          | 326±3ms              | 325±4ms             | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                  |
|          | 344±2ms              | 346±3ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                   |
|          | 1.13±0.01ms          | 1.11±0.01ms         | 0.98    | cube.CubeCreation.time_create(False, 'construct')                                              |
|          | 402±6μs              | 393±4μs             | 0.98    | cube.CubeCreation.time_create(False, 'instantiate')                                            |
|          | 965±10μs             | 945±10μs            | 0.98    | cube.CubeCreation.time_create(True, 'construct')                                               |
|          | 586±3μs              | 568±6μs             | 0.97    | cube.CubeCreation.time_create(True, 'instantiate')                                             |
|          | 224±3ms              | 226±5ms             | 1.01    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                     |
|          | 114±1ms              | 114±1ms             | 1.00    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                              |
|          | 235±2ms              | 235±3ms             | 1.00    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                               |
|          | 16.5±0.1μs           | 16.7±0.4μs          | 1.01    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                           |
|          | 311±3ms              | 314±2ms             | 1.01    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                      |
|          | 203±3ms              | 205±2ms             | 1.01    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                               |
|          | 320±4ms              | 325±3ms             | 1.02    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                |
|          | 16.7±0.3μs           | 17.0±0.2μs          | 1.02    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                            |
|          | 226±3ms              | 225±4ms             | 1.00    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                      |
|          | 114±2ms              | 114±1ms             | 1.00    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                               |
|          | 238±4ms              | 235±3ms             | 0.99    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                |
|          | 52.3±1μs             | 53.6±1μs            | 1.03    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                            |
|          | 310±4ms              | 310±3ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                       |
|          | 202±4ms              | 203±3ms             | 1.01    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                |
|          | 324±4ms              | 324±2ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                 |
|          | 54.6±1μs             | 54.4±0.9μs          | 1.00    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                             |
|          | 661±9μs              | 661±2μs             | 1.00    | import_iris.Iris.time__concatenate                                                             |
|          | 182±2μs              | 181±2μs             | 0.99    | import_iris.Iris.time__constraints                                                             |
|          | 110±0.8μs            | 110±1μs             | 1.00    | import_iris.Iris.time__data_manager                                                            |
|          | 95.9±2μs             | 94.0±0.7μs          | 0.98    | import_iris.Iris.time__deprecation                                                             |
|          | 137±1μs              | 138±2μs             | 1.01    | import_iris.Iris.time__lazy_data                                                               |
|          | 907±10μs             | 908±10μs            | 1.00    | import_iris.Iris.time__merge                                                                   |
|          | 77.0±0.5μs           | 76.8±0.4μs          | 1.00    | import_iris.Iris.time__representation                                                          |
|          | 490±5μs              | 483±4μs             | 0.99    | import_iris.Iris.time_analysis                                                                 |
|          | 143±4μs              | 139±1μs             | 0.97    | import_iris.Iris.time_analysis__area_weighted                                                  |
|          | 109±1μs              | 110±0.8μs           | 1.01    | import_iris.Iris.time_analysis__grid_angles                                                    |
|          | 242±2μs              | 242±2μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                                  |
|          | 188±3μs              | 185±2μs             | 0.99    | import_iris.Iris.time_analysis__regrid                                                         |
|          | 112±0.8μs            | 113±0.6μs           | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                              |
|          | 139±2μs              | 139±1μs             | 1.00    | import_iris.Iris.time_analysis_calculus                                                        |
|          | 326±2μs              | 327±1μs             | 1.00    | import_iris.Iris.time_analysis_cartography                                                     |
|          | 93.8±0.6μs           | 94.6±1μs            | 1.01    | import_iris.Iris.time_analysis_geomerty                                                        |
|          | 215±4μs              | 216±2μs             | 1.00    | import_iris.Iris.time_analysis_maths                                                           |
|          | 97.5±0.5μs           | 97.5±0.8μs          | 1.00    | import_iris.Iris.time_analysis_stats                                                           |
|          | 175±1μs              | 178±2μs             | 1.02    | import_iris.Iris.time_analysis_trajectory                                                      |
|          | 307±3μs              | 310±9μs             | 1.01    | import_iris.Iris.time_aux_factory                                                              |
|          | 84.4±0.7μs           | 84.5±0.3μs          | 1.00    | import_iris.Iris.time_common                                                                   |
|          | 163±2μs              | 163±1μs             | 1.00    | import_iris.Iris.time_common_lenient                                                           |
|          | 1.34±0.01ms          | 1.35±0.02ms         | 1.01    | import_iris.Iris.time_common_metadata                                                          |
|          | 132±0.6μs            | 134±1μs             | 1.01    | import_iris.Iris.time_common_mixin                                                             |
|          | 1.19±0.01ms          | 1.19±0.04ms         | 1.00    | import_iris.Iris.time_common_resolve                                                           |
|          | 201±2μs              | 201±2μs             | 1.00    | import_iris.Iris.time_config                                                                   |
|          | 116±0.6μs            | 118±1μs             | 1.01    | import_iris.Iris.time_coord_categorisation                                                     |
|          | 368±4μs              | 366±5μs             | 1.00    | import_iris.Iris.time_coord_systems                                                            |
|          | 751±5μs              | 754±7μs             | 1.00    | import_iris.Iris.time_coords                                                                   |
|          | 674±4μs              | 671±10μs            | 1.00    | import_iris.Iris.time_cube                                                                     |
|          | 226±0.9μs            | 226±3μs             | 1.00    | import_iris.Iris.time_exceptions                                                               |
|          | 77.5±0.9μs           | 77.0±0.5μs          | 0.99    | import_iris.Iris.time_experimental                                                             |
|          | 186±1μs              | 187±4μs             | 1.01    | import_iris.Iris.time_fileformats                                                              |
|          | 251±5μs              | 251±7μs             | 1.00    | import_iris.Iris.time_fileformats__ff                                                          |
|          | 2.70±0.03ms          | 2.73±0.03ms         | 1.01    | import_iris.Iris.time_fileformats__ff_cross_references                                         |
|          | 80.1±0.8μs           | 79.3±0.4μs          | 0.99    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                             |
|          | 115±1μs              | 115±1μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                          |
|          | 409±4μs              | 411±5μs             | 1.00    | import_iris.Iris.time_fileformats_cf                                                           |
|          | 5.40±0.05ms          | 5.42±0.1ms          | 1.00    | import_iris.Iris.time_fileformats_dot                                                          |
|          | 74.0±0.7μs           | 75.0±0.3μs          | 1.01    | import_iris.Iris.time_fileformats_name                                                         |
|          | 257±1μs              | 261±5μs             | 1.02    | import_iris.Iris.time_fileformats_name_loaders                                                 |
|          | 119±0.8μs            | 121±1μs             | 1.02    | import_iris.Iris.time_fileformats_netcdf                                                       |
|          | 125±2μs              | 124±3μs             | 0.99    | import_iris.Iris.time_fileformats_nimrod                                                       |
|          | 211±4μs              | 213±3μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                            |
|          | 784±5μs              | 786±8μs             | 1.00    | import_iris.Iris.time_fileformats_pp                                                           |
|          | 182±3μs              | 184±2μs             | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                                |
|          | 132±0.5μs            | 134±2μs             | 1.01    | import_iris.Iris.time_fileformats_pp_save_rules                                                |
|          | 514±7μs              | 517±3μs             | 1.01    | import_iris.Iris.time_fileformats_rules                                                        |
|          | 221±4μs              | 219±2μs             | 0.99    | import_iris.Iris.time_fileformats_structured_array_identification                              |
|          | 83.6±1μs             | 83.2±0.3μs          | 0.99    | import_iris.Iris.time_fileformats_um                                                           |
|          | 162±1μs              | 161±1μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load                                                |
|          | 139±2μs              | 139±2μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                              |
|          | 75.7±0.6μs           | 76.0±0.5μs          | 1.00    | import_iris.Iris.time_fileformats_um__ff_replacement                                           |
|          | 81.6±0.7μs           | 82.4±0.6μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                |
|          | 987±4μs              | 978±8μs             | 0.99    | import_iris.Iris.time_fileformats_um_cf_map                                                    |
|          | 136±1μs              | 138±0.9μs           | 1.01    | import_iris.Iris.time_io                                                                       |
|          | 174±2μs              | 173±2μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                         |
|          | 229±5μs              | 230±2μs             | 1.00    | import_iris.Iris.time_iris                                                                     |
|          | 128±1μs              | 128±0.8μs           | 1.00    | import_iris.Iris.time_iterate                                                                  |
|          | 8.48±0.1ms           | 8.43±0.06ms         | 0.99    | import_iris.Iris.time_palette                                                                  |
|          | 2.22±0.02ms          | 2.19±0.04ms         | 0.99    | import_iris.Iris.time_plot                                                                     |
|          | 105±2μs              | 105±1μs             | 1.00    | import_iris.Iris.time_quickplot                                                                |
|          | 2.20±0.03ms          | 2.21±0.02ms         | 1.00    | import_iris.Iris.time_std_names                                                                |
|          | 1.78±0.03ms          | 1.76±0.01ms         | 0.99    | import_iris.Iris.time_symbols                                                                  |
|          | 15.4±1ms             | 15.8±1ms            | 1.03    | import_iris.Iris.time_tests                                                                    |
|          | 258±2μs              | 257±2μs             | 1.00    | import_iris.Iris.time_third_party_cartopy                                                      |
|          | 4.82±0.04ms          | 4.84±0.03ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                     |
|          | 120±0.8μs            | 119±0.7μs           | 0.99    | import_iris.Iris.time_third_party_cftime                                                       |
|          | 2.78±0ms             | 2.82±0.02ms         | 1.01    | import_iris.Iris.time_third_party_matplotlib                                                   |
|          | 1.08±0.01ms          | 1.07±0.01ms         | 0.99    | import_iris.Iris.time_third_party_numpy                                                        |
|          | 174±3μs              | 171±3μs             | 0.98    | import_iris.Iris.time_third_party_scipy                                                        |
|          | 101±1μs              | 101±1μs             | 1.00    | import_iris.Iris.time_time                                                                     |
|          | 324±8μs              | 321±3μs             | 0.99    | import_iris.Iris.time_util                                                                     |
|          | 73.1±0.6μs           | 73.6±1μs            | 1.01    | iterate.IZip.time_izip                                                                         |
|          | 8.14±0.03ms          | 8.01±0.04ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                     |
|          | 24.8±0.1ms           | 24.3±0.5ms          | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                 |
|          | 8.91±0.08ms          | 8.79±0.03ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                     |
|          | 8.12±0.07ms          | 7.98±0.07ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                      |
|          | 21.9±0.3ms           | 21.7±0.2ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                  |
|          | 8.92±0.1ms           | 8.80±0.02ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                      |
|          | 1.38±0.01s           | 1.36±0.01s          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                       |
|          | 21.7±0.4ms           | 21.4±0.4ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                   |
|          | 1.53±0.01s           | 1.52±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                       |
|          | 1.37±0.01s           | 1.36±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                        |
|          | 21.7±0.3ms           | 21.3±0.2ms          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                    |
|          | 1.53±0.01s           | 1.52±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                        |
|          | 3.94±0.04ms          | 3.91±0.03ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                        |
|          | 20.6±0.2ms           | 20.2±0.1ms          | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                    |
|          | 4.21±0.03ms          | 4.20±0.04ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                        |
|          | 3.94±0.03ms          | 3.91±0.03ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                         |
|          | 20.3±0.3ms           | 20.7±0.2ms          | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                     |
|          | 4.27±0.04ms          | 4.15±0.02ms         | 0.97    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                         |
|          | 31.0±1ms             | 31.5±3ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                  |
|          | 19.4±0.2ms           | 19.4±0.3ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                              |
|          | 13.1±1ms             | 13.0±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                  |
|          | 24.9±1ms             | 25.6±2ms            | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                   |
|          | 70.4±2ms             | 70.2±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                               |
|          | 27.2±2ms             | 25.7±0.9ms          | 0.95    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                   |
|          | 446±4ms              | 444±3ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                    |
|          | 2.85±0.1ms           | 3.03±0.1ms          | 1.06    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                |
|          | 451±2ms              | 450±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                    |
|          | 452±2ms              | 450±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                     |
|          | 2.87±0.09ms          | 2.87±0.1ms          | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                 |
|          | 458±4ms              | 456±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                     |
|          | 1.56±0.08ms          | 1.55±0.07ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                     |
|          | 2.99±0.3ms           | 3.06±0.2ms          | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                 |
|          | 1.58±0.06ms          | 1.54±0.05ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                     |
|          | 1.63±0.1ms           | 1.56±0.09ms         | 0.95    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                      |
|          | 3.10±0.2ms           | 3.00±0.1ms          | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                  |
|          | 1.63±0.09ms          | 1.56±0.07ms         | 0.96    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                      |
|          | 369±3ms              | 369±4ms             | 1.00    | load.ManyVars.time_many_var_load                                                               |
|          | 8.19±0.04ms          | 8.19±0.04ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                               |
|          | 9.23±0.1ms           | 8.98±0.05ms         | 0.97    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                               |
|          | 1.37±0.01s           | 1.38±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                 |
|          | 1.54±0.01s           | 1.54±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                 |
|          | 3.99±0.03ms          | 3.96±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                    |
|          | 4.23±0.05ms          | 4.23±0.01ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                    |
|          | 8.13±0.06ms          | 8.08±0.06ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                  |
|          | 4.76±0.03ms          | 4.74±0.04ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                   |
|          | 1.37±0.01s           | 1.35±0.02s          | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                    |
|          | 374±5ms              | 372±5ms             | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                     |
|          | 3.92±0.02ms          | 3.89±0.04ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                       |
|          | 3.53±0.04ms          | 3.54±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                        |
|          | 152±2ms              | 146±2ms             | 0.96    | load.TimeConstraint.time_time_constraint(20, 'FF')                                             |
|          | 24.3±0.4ms           | 23.7±0.3ms          | 0.98    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                         |
|          | 168±2ms              | 161±0.6ms           | 0.96    | load.TimeConstraint.time_time_constraint(20, 'PP')                                             |
|          | 29.7±0.4ms           | 29.1±0.2ms          | 0.98    | load.TimeConstraint.time_time_constraint(3, 'FF')                                              |
|          | 23.5±0.3ms           | 23.2±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                          |
|          | 32.1±0.3ms           | 31.5±0.4ms          | 0.98    | load.TimeConstraint.time_time_constraint(3, 'PP')                                              |
|          | 18.1±0.3ms           | 18.0±0.6ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(1)                                                      |
|          | 42.0±0.3ms           | 42.4±0.6ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(200000)                                                 |
|          | 14.6±0.1ms           | 14.3±0.2ms          | 0.98    | load.ugrid.BasicLoading.time_load_mesh(1)                                                      |
|          | 23.1±0.8ms           | 23.0±0.5ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                 |
|          | 17.8±0.6ms           | 17.7±0.4ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                  |
|          | 21.3±0.4ms           | 20.3±0.4ms          | 0.95    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                             |
|          | 14.4±0.1ms           | 14.4±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                  |
|          | 17.5±0.2ms           | 17.2±0.5ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                             |
|          | 19.0±0.2ms           | 18.8±0.5ms          | 0.99    | load.ugrid.Callback.time_load_file_callback(1)                                                 |
|          | 51.1±1ms             | 50.9±0.6ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                            |
|          | 19.1±0.3ms           | 18.7±0.3ms          | 0.98    | load.ugrid.CallbackTime.time_load_file_callback(1)                                             |
|          | 23.0±0.4ms           | 22.4±0.5ms          | 0.97    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                        |
|          | 2.79±0.1ms           | 2.83±0.1ms          | 1.01    | load.ugrid.DataRealisation.time_realise_data(10000)                                            |
|          | 4.33±0.9ms           | 5.55±0.9ms          | ~1.28   | load.ugrid.DataRealisation.time_realise_data(200000)                                           |
|          | 38.2±1ms             | 38.3±1ms            | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                        |
|          | 789±3ms              | 793±4ms             | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                       |
|          | 121±1ms              | 122±1ms             | 1.01    | merge_concat.Concatenate.time_concatenate                                                      |
|          | 24.1                 | 24.2                | 1.00    | merge_concat.Concatenate.track_mem_merge                                                       |
|          | 48.4±0.7ms           | 48.9±0.8ms          | 1.01    | merge_concat.Merge.time_merge                                                                  |
|          | 11.0                 | 11.0                | 1.00    | merge_concat.Merge.track_mem_merge                                                             |
|          | 394±2ns              | 395±2ns             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 257±1ms              | 258±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.5±0.1ms           | 14.5±0.1ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.4±0.3ms           | 16.6±0.7ms          | 1.01    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 109±2ms              | 108±1ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 704±4ms              | 706±6ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 68.5±1ms             | 67.8±1ms            | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 657±5ms              | 660±4ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 91.9                 | 92.0                | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                     |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                    |
|          | 6.54±0.04ms          | 6.63±0.04ms         | 1.01    | plot.AuxSort.time_aux_sort                                                                     |
|          | 80.5±2ms             | 79.8±2ms            | 0.99    | regridding.CurvilinearRegridding.time_regrid_pic                                               |
|          | 144.9                | 144.9               | 1.00    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                          |
|          | 99.3±0.8ms           | 98.3±0.6ms          | 0.99    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                      |
|          | 49.6±1ms             | 49.2±1ms            | 0.99    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                             |
|          | 111.6                | 111.6               | 1.00    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                 |
|          | 150.6                | 150.7               | 1.00    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                        |
|          | 4.08±0.08ms          | 4.11±0.07ms         | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                               |
|          | 73.3±0.7ms           | 73.0±1ms            | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                |
|          | 52.4±0.7ms           | 52.9±1ms            | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                              |
|          | 563±4ms              | 566±3ms             | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                               |
|          | 90.2±2ns             | 86.9±0.5ns          | 0.96    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                               |
|          | 55.7±0.5ms           | 56.8±1ms            | 1.02    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                |
|          | 90.0±0.6ns           | 87.9±0.3ns          | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                              |
|          | 495±4ms              | 497±3ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                               |
|          | 0.3                  | 0.3                 | 1.00    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                          |
|          | 1.7                  | 1.9                 | 1.12    | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                           |
|          | 0.3                  | 0.3                 | 1.00    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                         |
|          | 42.4±0.8ms           | 42.4±0.9ms          | 1.00    | stats.PearsonR.time_lazy                                                                       |
|          | 19.1±0.3ms           | 19.1±0.2ms          | 1.00    | stats.PearsonR.time_real                                                                       |
|          | 19.7                 | 19.8                | 1.01    | stats.PearsonR.track_lazy                                                                      |
|          | 17.8                 | 17.8                | 1.00    | stats.PearsonR.track_real                                                                      |
|          | 24.0±0.7ms           | 23.8±0.6ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                      |
|          | 61.4±0.3ms           | 60.8±0.6ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                     |
|          | 32.2                 | 32.2                | 1.00    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                     |
|          | 21.6                 | 21.7                | 1.00    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                    |

Generated by GHA run 10327252563

[github-actions]

⏱️ Performance Benchmark Report: 077accf

Performance shifts

| Change   | Before [b8f554f7]    | After [077accff]    |   Ratio | Benchmark (Parameter)                                                              |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------|
| +        | 4.77±0.03ms          | 5.79±0.2ms          |    1.22 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                       |
| +        | 371±5ms              | 558±6ms             |    1.5  | load.StructuredFF.time_structured_load((2, 2, 1000), True)                         |
| +        | 14.4±0.1ms           | 17.5±0.5ms          |    1.21 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)  |
| +        | 16.1±0.2ms           | 19.5±0.4ms          |    1.21 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500) |

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [b8f554f7]    | After [077accff]    |   Ratio | Benchmark (Parameter)                                                                          |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------|
|          | 54.5±0.8ms           | 59.2±1ms            |    1.09 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                 |
|          | 54.5±0.8ms           | 60.7±0.9ms          |    1.11 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                  |
|          | 192±3ms              | 215±5ms             |    1.12 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                       |
|          | 194±2ms              | 216±4ms             |    1.11 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                        |
|          | 37.3±0.6ms           | 38.9±0.7ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                 |
|          | 38.0±0.5ms           | 40.3±1ms            |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                  |
|          | 37.3±0.3ms           | 38.8±0.6ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                 |
|          | 38.1±0.6ms           | 40.3±1ms            |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                  |
|          | 47.4±1ms             | 51.4±1ms            |    1.08 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                   |
|          | 47.6±0.5ms           | 51.8±0.8ms          |    1.09 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                    |
|          | 122±1ms              | 139±3ms             |    1.14 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                               |
|          | 122±0.8ms            | 139±2ms             |    1.14 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                |
|          | 51.4±0.9ms           | 56.0±0.6ms          |    1.09 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                  |
|          | 52.9±0.8ms           | 56.6±0.6ms          |    1.07 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                   |
|          | 36.9±1ms             | 38.9±0.4ms          |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                |
|          | 38.5±0.9ms           | 39.8±0.2ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                 |
|          | 47.5±0.8ms           | 51.1±0.7ms          |    1.08 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                   |
|          | 48.4±0.5ms           | 52.4±1ms            |    1.08 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                    |
|          | 1.32±0.01s           | 1.31±0.02s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                  |
|          | 1.31±0.01s           | 1.33±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                   |
|          | 685±20ms             | 694±20ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                            |
|          | 662±10ms             | 695±20ms            |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                             |
|          | 35.4±0.5ms           | 37.5±1ms            |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                            |
|          | 36.3±1ms             | 37.2±0.6ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                             |
|          | 62.4±0.8ms           | 69.1±2ms            |    1.11 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                   |
|          | 62.9±1ms             | 70.1±1ms            |    1.11 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                    |
|          | 66.2±0.9ms           | 71.5±2ms            |    1.08 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                               |
|          | 67.3±1ms             | 72.5±1ms            |    1.08 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                |
|          | 61.5±0.8ms           | 66.0±1ms            |    1.07 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                              |
|          | 62.4±1ms             | 66.3±1ms            |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                               |
|          | 20.0±1ms             | 20.9±1ms            |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                  |
|          | 23.7±1ms             | 25.2±1ms            |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                   |
|          | 133±3ms              | 145±6ms             |    1.1  | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                        |
|          | 148±5ms              | 159±4ms             |    1.07 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                         |
|          | 19.2±0.4ms           | 19.4±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                  |
|          | 22.9±0.8ms           | 22.9±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                   |
|          | 19.0±0.6ms           | 19.1±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                  |
|          | 22.9±0.5ms           | 23.3±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                   |
|          | 19.6±0.9ms           | 19.8±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                    |
|          | 23.0±0.9ms           | 24.3±1ms            |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                     |
|          | 36.0±0.9ms           | 36.7±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                |
|          | 39.2±1ms             | 41.6±1ms            |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                 |
|          | 19.2±0.7ms           | 20.3±1ms            |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                   |
|          | 22.9±0.8ms           | 24.7±1ms            |    1.08 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                    |
|          | 19.2±1ms             | 19.4±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                 |
|          | 22.8±0.6ms           | 23.7±1ms            |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                  |
|          | 18.8±0.9ms           | 19.8±0.7ms          |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                    |
|          | 22.7±1ms             | 24.1±1ms            |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                     |
|          | 554±6ms              | 554±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                   |
|          | 557±3ms              | 558±6ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                    |
|          | 152±5ms              | 162±4ms             |    1.07 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                             |
|          | 169±4ms              | 182±3ms             |    1.08 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                              |
|          | 18.4±0.8ms           | 18.4±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                             |
|          | 22.0±1ms             | 22.9±0.7ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                              |
|          | 21.5±0.9ms           | 22.6±0.9ms          |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                    |
|          | 25.3±0.8ms           | 26.7±0.6ms          |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                     |
|          | 21.7±0.6ms           | 22.3±0.8ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                |
|          | 25.0±1ms             | 26.5±1ms            |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                 |
|          | 21.1±0.9ms           | 21.6±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                               |
|          | 24.6±0.9ms           | 25.9±0.8ms          |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                |
|          | 84.2±1ms             | 92.9±1ms            |    1.1  | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                        |
|          | 84.5±1ms             | 93.2±2ms            |    1.1  | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                         |
|          | 95.7±1ms             | 109±2ms             |    1.13 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                         |
|          | 96.2±1ms             | 109±2ms             |    1.13 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                          |
|          | 59.0±0.6ms           | 63.9±1ms            |    1.08 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                         |
|          | 59.6±1ms             | 64.7±1ms            |    1.09 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                          |
|          | 29.4±0.5ms           | 30.6±0.6ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                         |
|          | 33.4±0.4ms           | 35.1±0.7ms          |    1.05 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                          |
|          | 31.8±0.9ms           | 33.2±0.7ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                          |
|          | 35.3±0.5ms           | 37.1±0.6ms          |    1.05 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                           |
|          | 26.2±0.4ms           | 26.4±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                          |
|          | 29.9±0.6ms           | 30.7±0.3ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                           |
|          | 324±8ms              | 335±7ms             |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                  |
|          | 346±8ms              | 357±5ms             |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                   |
|          | 1.13±0.01ms          | 1.12±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                              |
|          | 404±3μs              | 402±5μs             |    0.99 | cube.CubeCreation.time_create(False, 'instantiate')                                            |
|          | 945±6μs              | 951±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                               |
|          | 588±8μs              | 572±3μs             |    0.97 | cube.CubeCreation.time_create(True, 'instantiate')                                             |
|          | 226±3ms              | 240±8ms             |    1.06 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                     |
|          | 115±3ms              | 125±3ms             |    1.08 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                              |
|          | 237±4ms              | 249±4ms             |    1.05 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                               |
|          | 16.3±0.2μs           | 16.7±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                           |
|          | 309±8ms              | 344±10ms            |    1.11 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                      |
|          | 203±4ms              | 223±6ms             |    1.1  | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                               |
|          | 322±7ms              | 350±9ms             |    1.09 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                |
|          | 16.7±0.2μs           | 16.9±0.2μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                            |
|          | 229±7ms              | 241±3ms             |    1.05 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                      |
|          | 114±3ms              | 126±3ms             |    1.11 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                               |
|          | 239±7ms              | 252±6ms             |    1.06 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                |
|          | 52.2±0.8μs           | 54.1±0.4μs          |    1.04 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                            |
|          | 316±3ms              | 331±8ms             |    1.05 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                       |
|          | 202±5ms              | 222±5ms             |    1.1  | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                |
|          | 325±10ms             | 348±10ms            |    1.07 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                 |
|          | 54.2±0.4μs           | 55.3±0.6μs          |    1.02 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                             |
|          | 660±5μs              | 662±10μs            |    1    | import_iris.Iris.time__concatenate                                                             |
|          | 183±3μs              | 181±6μs             |    0.99 | import_iris.Iris.time__constraints                                                             |
|          | 112±1μs              | 111±2μs             |    0.99 | import_iris.Iris.time__data_manager                                                            |
|          | 94.7±1μs             | 94.8±0.6μs          |    1    | import_iris.Iris.time__deprecation                                                             |
|          | 138±1μs              | 138±2μs             |    1    | import_iris.Iris.time__lazy_data                                                               |
|          | 903±20μs             | 888±10μs            |    0.98 | import_iris.Iris.time__merge                                                                   |
|          | 77.7±0.6μs           | 77.0±0.5μs          |    0.99 | import_iris.Iris.time__representation                                                          |
|          | 484±20μs             | 483±10μs            |    1    | import_iris.Iris.time_analysis                                                                 |
|          | 144±3μs              | 141±2μs             |    0.98 | import_iris.Iris.time_analysis__area_weighted                                                  |
|          | 110±1μs              | 110±0.6μs           |    1    | import_iris.Iris.time_analysis__grid_angles                                                    |
|          | 242±6μs              | 248±5μs             |    1.03 | import_iris.Iris.time_analysis__interpolation                                                  |
|          | 191±5μs              | 189±3μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                         |
|          | 112±2μs              | 113±2μs             |    1.02 | import_iris.Iris.time_analysis__scipy_interpolate                                              |
|          | 140±2μs              | 143±2μs             |    1.02 | import_iris.Iris.time_analysis_calculus                                                        |
|          | 331±5μs              | 335±7μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                     |
|          | 96.8±1μs             | 94.4±1μs            |    0.98 | import_iris.Iris.time_analysis_geomerty                                                        |
|          | 223±3μs              | 216±3μs             |    0.97 | import_iris.Iris.time_analysis_maths                                                           |
|          | 98.2±0.9μs           | 98.2±0.9μs          |    1    | import_iris.Iris.time_analysis_stats                                                           |
|          | 176±4μs              | 181±4μs             |    1.03 | import_iris.Iris.time_analysis_trajectory                                                      |
|          | 310±7μs              | 306±10μs            |    0.99 | import_iris.Iris.time_aux_factory                                                              |
|          | 84.6±0.5μs           | 85.4±2μs            |    1.01 | import_iris.Iris.time_common                                                                   |
|          | 163±2μs              | 165±6μs             |    1.01 | import_iris.Iris.time_common_lenient                                                           |
|          | 1.35±0.03ms          | 1.34±0.04ms         |    0.99 | import_iris.Iris.time_common_metadata                                                          |
|          | 134±2μs              | 134±3μs             |    1    | import_iris.Iris.time_common_mixin                                                             |
|          | 1.20±0.02ms          | 1.18±0.01ms         |    0.98 | import_iris.Iris.time_common_resolve                                                           |
|          | 200±3μs              | 203±3μs             |    1.01 | import_iris.Iris.time_config                                                                   |
|          | 117±1μs              | 118±1μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                     |
|          | 373±10μs             | 375±10μs            |    1    | import_iris.Iris.time_coord_systems                                                            |
|          | 769±20μs             | 752±20μs            |    0.98 | import_iris.Iris.time_coords                                                                   |
|          | 674±30μs             | 666±20μs            |    0.99 | import_iris.Iris.time_cube                                                                     |
|          | 235±6μs              | 223±5μs             |    0.95 | import_iris.Iris.time_exceptions                                                               |
|          | 77.3±0.6μs           | 76.8±0.7μs          |    0.99 | import_iris.Iris.time_experimental                                                             |
|          | 188±4μs              | 186±1μs             |    0.99 | import_iris.Iris.time_fileformats                                                              |
|          | 252±6μs              | 252±6μs             |    1    | import_iris.Iris.time_fileformats__ff                                                          |
|          | 2.72±0.2ms           | 2.76±0.05ms         |    1.02 | import_iris.Iris.time_fileformats__ff_cross_references                                         |
|          | 79.6±0.7μs           | 78.9±1μs            |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                             |
|          | 115±0.8μs            | 115±2μs             |    1    | import_iris.Iris.time_fileformats_abf                                                          |
|          | 417±10μs             | 412±30μs            |    0.99 | import_iris.Iris.time_fileformats_cf                                                           |
|          | 5.37±0.2ms           | 5.34±0.2ms          |    0.99 | import_iris.Iris.time_fileformats_dot                                                          |
|          | 76.0±1μs             | 75.6±0.6μs          |    0.99 | import_iris.Iris.time_fileformats_name                                                         |
|          | 257±2μs              | 261±1μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                                 |
|          | 120±1μs              | 121±0.9μs           |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                       |
|          | 123±2μs              | 125±2μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod                                                       |
|          | 217±8μs              | 214±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules                                            |
|          | 787±20μs             | 793±20μs            |    1.01 | import_iris.Iris.time_fileformats_pp                                                           |
|          | 183±5μs              | 182±1μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                                |
|          | 132±2μs              | 133±0.5μs           |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                                |
|          | 519±10μs             | 517±6μs             |    1    | import_iris.Iris.time_fileformats_rules                                                        |
|          | 226±7μs              | 221±4μs             |    0.98 | import_iris.Iris.time_fileformats_structured_array_identification                              |
|          | 83.9±1μs             | 83.9±0.3μs          |    1    | import_iris.Iris.time_fileformats_um                                                           |
|          | 161±2μs              | 165±4μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                                |
|          | 138±2μs              | 142±3μs             |    1.03 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                              |
|          | 76.1±0.8μs           | 76.8±0.7μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                           |
|          | 82.2±0.4μs           | 82.5±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                |
|          | 989±30μs             | 985±10μs            |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                    |
|          | 137±2μs              | 140±1μs             |    1.02 | import_iris.Iris.time_io                                                                       |
|          | 180±6μs              | 173±6μs             |    0.96 | import_iris.Iris.time_io_format_picker                                                         |
|          | 235±5μs              | 235±5μs             |    1    | import_iris.Iris.time_iris                                                                     |
|          | 129±1μs              | 132±3μs             |    1.02 | import_iris.Iris.time_iterate                                                                  |
|          | 8.57±0.2ms           | 8.47±0.1ms          |    0.99 | import_iris.Iris.time_palette                                                                  |
|          | 2.27±0.05ms          | 2.26±0.06ms         |    0.99 | import_iris.Iris.time_plot                                                                     |
|          | 107±2μs              | 107±1μs             |    1    | import_iris.Iris.time_quickplot                                                                |
|          | 2.22±0.1ms           | 2.21±0.2ms          |    1    | import_iris.Iris.time_std_names                                                                |
|          | 1.78±0.01ms          | 1.78±0.01ms         |    1    | import_iris.Iris.time_symbols                                                                  |
|          | 274±30ms             | 310±30ms            |    1.13 | import_iris.Iris.time_tests                                                                    |
|          | 259±2μs              | 256±3μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                      |
|          | 4.80±0.07ms          | 4.86±0.09ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                     |
|          | 122±1μs              | 120±2μs             |    0.99 | import_iris.Iris.time_third_party_cftime                                                       |
|          | 2.82±0.05ms          | 2.85±0.05ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                   |
|          | 1.07±0.01ms          | 1.08±0ms            |    1    | import_iris.Iris.time_third_party_numpy                                                        |
|          | 172±2μs              | 171±3μs             |    1    | import_iris.Iris.time_third_party_scipy                                                        |
|          | 101±2μs              | 101±2μs             |    1    | import_iris.Iris.time_time                                                                     |
|          | 331±3μs              | 329±4μs             |    0.99 | import_iris.Iris.time_util                                                                     |
|          | 72.9±0.5μs           | 74.2±2μs            |    1.02 | iterate.IZip.time_izip                                                                         |
|          | 8.28±0.1ms           | 9.11±0.1ms          |    1.1  | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                     |
|          | 24.9±1ms             | 25.5±0.3ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                 |
|          | 8.93±0.2ms           | 10.0±0.07ms         |    1.12 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                     |
|          | 8.10±0.2ms           | 9.00±0.04ms         |    1.11 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                      |
|          | 22.3±0.6ms           | 22.6±0.4ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                  |
|          | 9.00±0.08ms          | 10.1±0.2ms          |    1.12 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                      |
|          | 1.37±0.02s           | 1.57±0.02s          |    1.14 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                       |
|          | 22.0±0.7ms           | 22.7±0.7ms          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                   |
|          | 1.53±0.01s           | 1.74±0.02s          |    1.14 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                       |
|          | 1.38±0.02s           | 1.56±0.03s          |    1.13 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                        |
|          | 21.5±0.5ms           | 23.0±0.2ms          |    1.07 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                    |
|          | 1.53±0.01s           | 1.74±0.01s          |    1.13 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                        |
|          | 3.98±0.05ms          | 4.30±0.04ms         |    1.08 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                        |
|          | 20.4±0.4ms           | 21.1±0.3ms          |    1.03 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                    |
|          | 4.25±0.08ms          | 4.61±0.02ms         |    1.08 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                        |
|          | 3.96±0.1ms           | 4.28±0.04ms         |    1.08 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                         |
|          | 21.2±0.6ms           | 20.8±0.3ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                     |
|          | 4.26±0.07ms          | 4.60±0.1ms          |    1.08 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                         |
|          | 32.3±2ms             | 33.7±2ms            |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                  |
|          | 19.3±0.2ms           | 20.4±0.2ms          |    1.06 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                              |
|          | 13.9±2ms             | 13.6±2ms            |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                  |
|          | 25.6±1ms             | 26.0±0.7ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                   |
|          | 70.4±2ms             | 71.2±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                               |
|          | 26.1±2ms             | 26.6±0.7ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                   |
|          | 441±10ms             | 500±6ms             |    1.13 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                    |
|          | 2.86±0.2ms           | 3.15±0.2ms          |    1.1  | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                |
|          | 450±6ms              | 512±6ms             |    1.14 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                    |
|          | 447±4ms              | 508±10ms            |    1.14 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                     |
|          | 2.88±0.1ms           | 3.18±0.2ms          |    1.1  | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                 |
|          | 449±7ms              | 513±10ms            |    1.14 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                     |
|          | 1.63±0.1ms           | 1.76±0.1ms          |    1.08 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                     |
|          | 2.88±0.2ms           | 3.16±0.08ms         |    1.1  | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                 |
|          | 1.61±0.1ms           | 1.84±0.07ms         |    1.15 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                     |
|          | 1.65±0.1ms           | 1.75±0.04ms         |    1.06 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                      |
|          | 3.05±0.2ms           | 3.21±0.1ms          |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                  |
|          | 1.61±0.1ms           | 1.77±0.06ms         |    1.1  | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                      |
|          | 370±3ms              | 377±5ms             |    1.02 | load.ManyVars.time_many_var_load                                                               |
|          | 8.27±0.1ms           | 9.20±0.09ms         |    1.11 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                               |
|          | 9.15±0.1ms           | 10.2±0.1ms          |    1.11 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                               |
|          | 1.37±0.01s           | 1.57±0.01s          |    1.15 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                 |
|          | 1.54±0.01s           | 1.75±0.02s          |    1.14 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                 |
|          | 3.94±0.03ms          | 4.35±0.03ms         |    1.1  | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                    |
|          | 4.18±0.05ms          | 4.66±0.04ms         |    1.11 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                    |
|          | 8.18±0.09ms          | 9.14±0.1ms          |    1.12 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                  |
|          | 1.36±0.02s           | 1.55±0.01s          |    1.14 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                    |
|          | 3.96±0.04ms          | 4.36±0.07ms         |    1.1  | load.StructuredFF.time_structured_load((2, 2, 2), False)                                       |
|          | 3.56±0.03ms          | 3.97±0.05ms         |    1.12 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                        |
|          | 151±3ms              | 167±2ms             |    1.11 | load.TimeConstraint.time_time_constraint(20, 'FF')                                             |
|          | 23.6±0.2ms           | 25.2±0.5ms          |    1.06 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                         |
|          | 166±3ms              | 183±0.6ms           |    1.1  | load.TimeConstraint.time_time_constraint(20, 'PP')                                             |
|          | 29.5±0.4ms           | 32.6±0.5ms          |    1.1  | load.TimeConstraint.time_time_constraint(3, 'FF')                                              |
|          | 23.9±0.4ms           | 24.2±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                          |
|          | 31.7±0.6ms           | 35.2±0.8ms          |    1.11 | load.TimeConstraint.time_time_constraint(3, 'PP')                                              |
|          | 18.2±0.8ms           | 18.7±0.6ms          |    1.03 | load.ugrid.BasicLoading.time_load_file(1)                                                      |
|          | 41.7±1ms             | 46.8±1ms            |    1.12 | load.ugrid.BasicLoading.time_load_file(200000)                                                 |
|          | 14.8±0.7ms           | 15.4±0.5ms          |    1.04 | load.ugrid.BasicLoading.time_load_mesh(1)                                                      |
|          | 22.9±0.6ms           | 24.9±0.6ms          |    1.09 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                 |
|          | 17.7±0.7ms           | 18.9±0.5ms          |    1.07 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                  |
|          | 20.8±0.8ms           | 22.4±0.4ms          |    1.08 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                             |
|          | 14.7±0.6ms           | 15.4±0.6ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                  |
|          | 17.5±0.8ms           | 17.9±0.4ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                             |
|          | 19.0±1ms             | 20.6±0.8ms          |    1.08 | load.ugrid.Callback.time_load_file_callback(1)                                                 |
|          | 50.7±1ms             | 58.2±2ms            |    1.15 | load.ugrid.Callback.time_load_file_callback(200000)                                            |
|          | 18.7±0.6ms           | 19.4±0.6ms          |    1.04 | load.ugrid.CallbackTime.time_load_file_callback(1)                                             |
|          | 22.3±1ms             | 23.7±0.4ms          |    1.06 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                        |
|          | 2.72±0.2ms           | 2.87±0.3ms          |    1.05 | load.ugrid.DataRealisation.time_realise_data(10000)                                            |
|          | 5.54±0.3ms           | 5.52±1ms            |    1    | load.ugrid.DataRealisation.time_realise_data(200000)                                           |
|          | 40.6±3ms             | 39.3±3ms            |    0.97 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                        |
|          | 812±8ms              | 819±20ms            |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                       |
|          | 122±3ms              | 128±4ms             |    1.05 | merge_concat.Concatenate.time_concatenate                                                      |
|          | 24.1                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                       |
|          | 48.8±2ms             | 52.7±2ms            |    1.08 | merge_concat.Merge.time_merge                                                                  |
|          | 10.9                 | 11.0                |    1.01 | merge_concat.Merge.track_mem_merge                                                             |
|          | 399±4ns              | 408±5ns             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 258±7ms              | 258±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 0.5                  | 0.5                 |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 106±1ms              | 112±3ms             |    1.06 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 711±9ms              | 724±7ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 68.0±2ms             | 72.0±2ms            |    1.06 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 666±5ms              | 673±6ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.4                 |    1.08 | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 91.9                |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_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)                    |
|          | 6.60±0.09ms          | 6.60±0.1ms          |    1    | plot.AuxSort.time_aux_sort                                                                     |
|          | 81.2±5ms             | 81.4±2ms            |    1    | regridding.CurvilinearRegridding.time_regrid_pic                                               |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                          |
|          | 98.7±0.6ms           | 100±0.9ms           |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                      |
|          | 50.5±3ms             | 51.1±4ms            |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                             |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                 |
|          | 150.6                | 150.7               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                        |
|          | 4.24±0.2ms           | 4.58±0.1ms          |    1.08 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                               |
|          | 74.1±2ms             | 75.8±0.8ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                |
|          | 52.4±1ms             | 53.2±2ms            |    1.02 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                              |
|          | 569±9ms              | 569±4ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                               |
|          | 91.6±2ns             | 88.9±4ns            |    0.97 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                               |
|          | 55.9±2ms             | 57.6±2ms            |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                |
|          | 91.4±0.5ns           | 88.3±3ns            |    0.97 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                              |
|          | 498±4ms              | 501±5ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                               |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                          |
|          | 1.7                  | 1.7                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                           |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                         |
|          | 231.1                | 214.6               |    0.93 | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                          |
|          | 43.5±1ms             | 48.4±1ms            |    1.11 | stats.PearsonR.time_lazy                                                                       |
|          | 19.4±0.3ms           | 19.1±0.5ms          |    0.98 | stats.PearsonR.time_real                                                                       |
|          | 19.5                 | 19.5                |    1    | stats.PearsonR.track_lazy                                                                      |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                      |
|          | 24.2±1ms             | 24.1±0.9ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                      |
|          | 61.6±1ms             | 61.3±0.5ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                     |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                     |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                    |

Benchmarks that have got worse:

| Change   | Before [b8f554f7]    | After [077accff]    |   Ratio | Benchmark (Parameter)                                                              |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------|
| +        | 4.77±0.03ms          | 5.79±0.2ms          |    1.22 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                       |
| +        | 371±5ms              | 558±6ms             |    1.5  | load.StructuredFF.time_structured_load((2, 2, 1000), True)                         |
| +        | 14.4±0.1ms           | 17.5±0.5ms          |    1.21 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)  |
| +        | 16.1±0.2ms           | 19.5±0.4ms          |    1.21 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500) |

Generated by GHA run 10427791807

[github-actions]

⏱️ Performance Benchmark Report: b740b05

Performance shifts

| Change   |   Before [773c55ba]  |   After [b740b058]  |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| -        |                  1.9 |                 1.5 |    0.79 | save.NetcdfSave.track_addedmem_netcdf_save(50, True) |
| Change   | Before [773c55ba]    | After [b740b058]    |   Ratio | Benchmark (Parameter)                                      |
|----------|----------------------|---------------------|---------|------------------------------------------------------------|
| +        | 367±4ms              | 547±5ms             |    1.49 | load.StructuredFF.time_structured_load((2, 2, 1000), True) |

Full benchmark results

Benchmarks that have improved:

| Change   |   Before [773c55ba]  |   After [b740b058]  |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| -        |                  1.9 |                 1.5 |    0.79 | save.NetcdfSave.track_addedmem_netcdf_save(50, True) |

Benchmarks that have stayed the same:

| Change   | Before [773c55ba]    | After [b740b058]    |   Ratio | Benchmark (Parameter)                                                                          |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------|
|          | 54.6±1ms             | 58.7±0.7ms          |    1.08 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                 |
|          | 55.4±1ms             | 59.7±0.8ms          |    1.08 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                  |
|          | 192±4ms              | 210±2ms             |    1.09 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                       |
|          | 191±3ms              | 210±3ms             |    1.1  | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                        |
|          | 36.6±0.4ms           | 38.7±0.5ms          |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                 |
|          | 37.3±0.7ms           | 39.6±0.7ms          |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                  |
|          | 36.7±0.6ms           | 38.8±0.5ms          |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                 |
|          | 37.5±0.9ms           | 39.5±1ms            |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                  |
|          | 47.1±0.7ms           | 50.9±0.8ms          |    1.08 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                   |
|          | 47.8±0.9ms           | 51.1±0.3ms          |    1.07 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                    |
|          | 121±0.4ms            | 137±2ms             |    1.13 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                               |
|          | 122±1ms              | 137±2ms             |    1.13 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                |
|          | 51.4±0.8ms           | 55.0±1ms            |    1.07 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                  |
|          | 52.4±1ms             | 55.3±0.7ms          |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                   |
|          | 36.3±0.7ms           | 37.9±0.4ms          |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                |
|          | 37.4±0.4ms           | 38.8±0.3ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                 |
|          | 46.8±0.7ms           | 50.1±0.6ms          |    1.07 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                   |
|          | 47.7±1ms             | 51.0±0.7ms          |    1.07 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                    |
|          | 1.33±0.02s           | 1.35±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                  |
|          | 1.33±0.01s           | 1.34±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                   |
|          | 681±10ms             | 694±10ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                            |
|          | 692±10ms             | 694±10ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                             |
|          | 35.1±0.4ms           | 36.3±0.3ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                            |
|          | 35.6±0.8ms           | 37.0±0.2ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                             |
|          | 62.6±0.9ms           | 68.0±0.5ms          |    1.09 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                   |
|          | 63.0±0.8ms           | 68.5±0.6ms          |    1.09 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                    |
|          | 66.5±1ms             | 70.0±0.4ms          |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                               |
|          | 67.0±0.7ms           | 71.0±0.5ms          |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                |
|          | 61.8±0.9ms           | 65.1±0.3ms          |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                              |
|          | 62.3±0.7ms           | 65.8±0.9ms          |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                               |
|          | 19.7±0.6ms           | 20.0±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                  |
|          | 23.6±0.5ms           | 24.4±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                   |
|          | 131±2ms              | 140±1ms             |    1.07 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                        |
|          | 145±4ms              | 155±2ms             |    1.07 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                         |
|          | 17.9±0.6ms           | 18.0±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                  |
|          | 22.2±0.8ms           | 22.4±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                   |
|          | 18.2±0.7ms           | 17.9±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                  |
|          | 21.8±1ms             | 22.3±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                   |
|          | 18.7±0.5ms           | 18.8±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                    |
|          | 22.5±0.7ms           | 23.1±0.6ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                     |
|          | 34.7±1ms             | 36.9±0.7ms          |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                |
|          | 38.5±0.8ms           | 40.8±0.8ms          |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                 |
|          | 19.0±0.5ms           | 19.2±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                   |
|          | 23.0±0.6ms           | 23.7±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                    |
|          | 18.8±0.4ms           | 18.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                 |
|          | 22.1±0.7ms           | 23.0±0.3ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                  |
|          | 18.3±0.7ms           | 18.9±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                    |
|          | 22.4±0.5ms           | 23.0±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                     |
|          | 555±5ms              | 577±5ms             |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                   |
|          | 556±3ms              | 580±4ms             |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                    |
|          | 152±2ms              | 159±0.7ms           |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                             |
|          | 168±1ms              | 178±1ms             |    1.06 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                              |
|          | 18.1±0.6ms           | 17.9±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                             |
|          | 21.6±0.4ms           | 22.2±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                              |
|          | 21.1±0.4ms           | 21.7±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                    |
|          | 24.9±0.2ms           | 26.0±0.4ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                     |
|          | 21.1±0.7ms           | 21.5±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                |
|          | 25.0±0.6ms           | 25.7±0.8ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                 |
|          | 20.6±0.4ms           | 20.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                               |
|          | 24.0±0.5ms           | 25.2±0.2ms          |    1.05 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                |
|          | 84.0±1ms             | 92.7±0.7ms          |    1.1  | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                        |
|          | 84.0±1ms             | 92.6±1ms            |    1.1  | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                         |
|          | 95.5±0.7ms           | 107±2ms             |    1.12 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                         |
|          | 96.6±1ms             | 108±2ms             |    1.12 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                          |
|          | 59.3±1ms             | 63.3±0.8ms          |    1.07 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                         |
|          | 59.1±0.6ms           | 63.5±0.8ms          |    1.07 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                          |
|          | 28.9±0.8ms           | 30.1±0.4ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                         |
|          | 32.9±0.5ms           | 34.3±0.5ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                          |
|          | 31.1±0.4ms           | 32.1±0.4ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                          |
|          | 34.9±0.3ms           | 36.2±0.9ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                           |
|          | 25.5±0.2ms           | 25.8±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                          |
|          | 29.5±0.5ms           | 30.0±0.6ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                           |
|          | 326±3ms              | 334±4ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                  |
|          | 347±4ms              | 355±2ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                   |
|          | 1.14±0.02ms          | 1.12±0.01ms         |    0.98 | cube.CubeCreation.time_create(False, 'construct')                                              |
|          | 415±8μs              | 401±8μs             |    0.97 | cube.CubeCreation.time_create(False, 'instantiate')                                            |
|          | 956±20μs             | 955±10μs            |    1    | cube.CubeCreation.time_create(True, 'construct')                                               |
|          | 601±9μs              | 586±8μs             |    0.98 | cube.CubeCreation.time_create(True, 'instantiate')                                             |
|          | 226±2ms              | 235±4ms             |    1.04 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                     |
|          | 115±2ms              | 124±1ms             |    1.08 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                              |
|          | 238±3ms              | 245±4ms             |    1.03 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                               |
|          | 16.8±0.2μs           | 16.7±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                           |
|          | 310±4ms              | 327±5ms             |    1.06 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                      |
|          | 200±4ms              | 216±2ms             |    1.08 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                               |
|          | 318±6ms              | 335±6ms             |    1.05 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                |
|          | 16.9±0.2μs           | 16.8±0.4μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                            |
|          | 222±2ms              | 233±3ms             |    1.05 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                      |
|          | 114±2ms              | 124±1ms             |    1.09 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                               |
|          | 237±5ms              | 247±3ms             |    1.04 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                |
|          | 54.7±0.8μs           | 54.2±0.4μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                            |
|          | 310±5ms              | 326±7ms             |    1.05 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                       |
|          | 203±3ms              | 214±2ms             |    1.06 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                |
|          | 324±3ms              | 334±5ms             |    1.03 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                 |
|          | 55.4±0.9μs           | 55.0±0.7μs          |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                             |
|          | 660±6μs              | 656±5μs             |    0.99 | import_iris.Iris.time__concatenate                                                             |
|          | 181±1μs              | 181±1μs             |    1    | import_iris.Iris.time__constraints                                                             |
|          | 111±0.4μs            | 110±0.9μs           |    0.99 | import_iris.Iris.time__data_manager                                                            |
|          | 94.1±0.7μs           | 93.5±1μs            |    0.99 | import_iris.Iris.time__deprecation                                                             |
|          | 138±1μs              | 137±1μs             |    1    | import_iris.Iris.time__lazy_data                                                               |
|          | 893±6μs              | 885±2μs             |    0.99 | import_iris.Iris.time__merge                                                                   |
|          | 77.0±0.8μs           | 77.0±0.7μs          |    1    | import_iris.Iris.time__representation                                                          |
|          | 483±3μs              | 483±9μs             |    1    | import_iris.Iris.time_analysis                                                                 |
|          | 140±1μs              | 142±2μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                                  |
|          | 109±2μs              | 111±1μs             |    1.02 | import_iris.Iris.time_analysis__grid_angles                                                    |
|          | 243±4μs              | 240±3μs             |    0.99 | import_iris.Iris.time_analysis__interpolation                                                  |
|          | 188±2μs              | 187±2μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                         |
|          | 112±0.9μs            | 111±2μs             |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                              |
|          | 141±3μs              | 139±4μs             |    0.98 | import_iris.Iris.time_analysis_calculus                                                        |
|          | 328±2μs              | 327±3μs             |    1    | import_iris.Iris.time_analysis_cartography                                                     |
|          | 96.3±1μs             | 93.8±0.5μs          |    0.97 | import_iris.Iris.time_analysis_geomerty                                                        |
|          | 220±3μs              | 217±3μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                           |
|          | 98.8±0.6μs           | 97.0±1μs            |    0.98 | import_iris.Iris.time_analysis_stats                                                           |
|          | 175±2μs              | 178±2μs             |    1.02 | import_iris.Iris.time_analysis_trajectory                                                      |
|          | 312±3μs              | 303±2μs             |    0.97 | import_iris.Iris.time_aux_factory                                                              |
|          | 84.2±0.9μs           | 83.0±1μs            |    0.99 | import_iris.Iris.time_common                                                                   |
|          | 162±2μs              | 161±1μs             |    0.99 | import_iris.Iris.time_common_lenient                                                           |
|          | 1.33±0.01ms          | 1.31±0.01ms         |    0.98 | import_iris.Iris.time_common_metadata                                                          |
|          | 134±1μs              | 133±0.9μs           |    1    | import_iris.Iris.time_common_mixin                                                             |
|          | 1.18±0.01ms          | 1.19±0.02ms         |    1.01 | import_iris.Iris.time_common_resolve                                                           |
|          | 199±1μs              | 198±3μs             |    0.99 | import_iris.Iris.time_config                                                                   |
|          | 116±2μs              | 117±0.7μs           |    1    | import_iris.Iris.time_coord_categorisation                                                     |
|          | 364±3μs              | 366±4μs             |    1.01 | import_iris.Iris.time_coord_systems                                                            |
|          | 749±6μs              | 748±4μs             |    1    | import_iris.Iris.time_coords                                                                   |
|          | 669±7μs              | 667±10μs            |    1    | import_iris.Iris.time_cube                                                                     |
|          | 226±2μs              | 224±0.9μs           |    0.99 | import_iris.Iris.time_exceptions                                                               |
|          | 78.1±0.8μs           | 77.3±0.6μs          |    0.99 | import_iris.Iris.time_experimental                                                             |
|          | 187±3μs              | 186±2μs             |    0.99 | import_iris.Iris.time_fileformats                                                              |
|          | 252±4μs              | 250±3μs             |    0.99 | import_iris.Iris.time_fileformats__ff                                                          |
|          | 2.67±0.02ms          | 2.69±0.01ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                         |
|          | 80.5±2μs             | 79.7±0.5μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                             |
|          | 115±1μs              | 115±0.7μs           |    1    | import_iris.Iris.time_fileformats_abf                                                          |
|          | 408±3μs              | 410±7μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                           |
|          | 5.40±0.03ms          | 5.31±0.03ms         |    0.98 | import_iris.Iris.time_fileformats_dot                                                          |
|          | 77.1±1μs             | 75.6±0.7μs          |    0.98 | import_iris.Iris.time_fileformats_name                                                         |
|          | 258±2μs              | 263±6μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                                 |
|          | 119±1μs              | 119±0.9μs           |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                       |
|          | 127±2μs              | 123±0.9μs           |    0.97 | import_iris.Iris.time_fileformats_nimrod                                                       |
|          | 212±2μs              | 214±2μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                            |
|          | 782±3μs              | 785±6μs             |    1    | import_iris.Iris.time_fileformats_pp                                                           |
|          | 184±3μs              | 188±5μs             |    1.02 | import_iris.Iris.time_fileformats_pp_load_rules                                                |
|          | 135±1μs              | 136±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                                |
|          | 513±2μs              | 517±3μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                        |
|          | 220±2μs              | 219±1μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                              |
|          | 84.3±0.9μs           | 83.2±1μs            |    0.99 | import_iris.Iris.time_fileformats_um                                                           |
|          | 161±1μs              | 161±1μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load                                                |
|          | 139±0.5μs            | 138±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                              |
|          | 76.8±0.7μs           | 75.8±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                           |
|          | 82.4±0.7μs           | 81.9±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                |
|          | 985±5μs              | 970±2μs             |    0.98 | import_iris.Iris.time_fileformats_um_cf_map                                                    |
|          | 137±1μs              | 136±1μs             |    1    | import_iris.Iris.time_io                                                                       |
|          | 175±3μs              | 172±3μs             |    0.98 | import_iris.Iris.time_io_format_picker                                                         |
|          | 233±5μs              | 229±3μs             |    0.98 | import_iris.Iris.time_iris                                                                     |
|          | 129±1μs              | 127±1μs             |    0.99 | import_iris.Iris.time_iterate                                                                  |
|          | 8.53±0.1ms           | 8.32±0.03ms         |    0.98 | import_iris.Iris.time_palette                                                                  |
|          | 2.22±0.04ms          | 2.24±0.03ms         |    1.01 | import_iris.Iris.time_plot                                                                     |
|          | 104±1μs              | 104±1μs             |    1    | import_iris.Iris.time_quickplot                                                                |
|          | 2.19±0.03ms          | 2.20±0.02ms         |    1    | import_iris.Iris.time_std_names                                                                |
|          | 1.80±0.03ms          | 1.79±0.02ms         |    0.99 | import_iris.Iris.time_symbols                                                                  |
|          | 34.4±0.9ms           | 33.9±0.6ms          |    0.99 | import_iris.Iris.time_tests                                                                    |
|          | 259±3μs              | 255±5μs             |    0.98 | import_iris.Iris.time_third_party_cartopy                                                      |
|          | 4.82±0.03ms          | 4.81±0.02ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                     |
|          | 120±1μs              | 118±1μs             |    0.98 | import_iris.Iris.time_third_party_cftime                                                       |
|          | 2.80±0.03ms          | 2.83±0.01ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                   |
|          | 1.07±0ms             | 1.07±0ms            |    1    | import_iris.Iris.time_third_party_numpy                                                        |
|          | 174±3μs              | 170±1μs             |    0.98 | import_iris.Iris.time_third_party_scipy                                                        |
|          | 101±1μs              | 100±0.9μs           |    0.99 | import_iris.Iris.time_time                                                                     |
|          | 321±2μs              | 317±3μs             |    0.99 | import_iris.Iris.time_util                                                                     |
|          | 74.2±2μs             | 73.1±0.9μs          |    0.99 | iterate.IZip.time_izip                                                                         |
|          | 8.22±0.08ms          | 9.13±0.07ms         |    1.11 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                     |
|          | 24.3±0.7ms           | 24.2±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                 |
|          | 9.06±0.2ms           | 9.81±0.06ms         |    1.08 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                     |
|          | 8.15±0.08ms          | 9.08±0.07ms         |    1.11 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                      |
|          | 21.9±0.2ms           | 21.7±0.4ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                  |
|          | 9.03±0.06ms          | 9.90±0.02ms         |    1.1  | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                      |
|          | 1.35±0.02s           | 1.55±0.02s          |    1.14 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                       |
|          | 21.6±0.4ms           | 22.2±0.2ms          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                   |
|          | 1.55±0.02s           | 1.72±0.01s          |    1.11 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                       |
|          | 1.37±0.02s           | 1.54±0.01s          |    1.12 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                        |
|          | 22.1±0.4ms           | 21.9±0.4ms          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                    |
|          | 1.54±0.02s           | 1.71±0.02s          |    1.11 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                        |
|          | 3.99±0.04ms          | 4.35±0.03ms         |    1.09 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                        |
|          | 20.7±0.3ms           | 20.4±0.2ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                    |
|          | 4.27±0.06ms          | 4.60±0.06ms         |    1.08 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                        |
|          | 4.03±0.1ms           | 4.32±0.05ms         |    1.07 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                         |
|          | 21.0±0.6ms           | 20.4±0.2ms          |    0.97 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                     |
|          | 4.30±0.08ms          | 4.58±0.06ms         |    1.07 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                         |
|          | 36.6±3ms             | 33.1±3ms            |    0.9  | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                  |
|          | 19.2±0.8ms           | 19.3±0.6ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                              |
|          | 13.5±2ms             | 14.0±1ms            |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                  |
|          | 25.3±0.8ms           | 25.7±2ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                   |
|          | 70.9±2ms             | 70.6±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                               |
|          | 25.8±2ms             | 25.9±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                   |
|          | 437±6ms              | 489±6ms             |    1.12 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                    |
|          | 2.91±0.1ms           | 2.95±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                |
|          | 444±6ms              | 497±6ms             |    1.12 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                    |
|          | 447±6ms              | 493±4ms             |    1.1  | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                     |
|          | 2.94±0.07ms          | 2.92±0.07ms         |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                 |
|          | 452±5ms              | 498±5ms             |    1.1  | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                     |
|          | 1.59±0.1ms           | 1.77±0.09ms         |    1.11 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                     |
|          | 2.82±0.09ms          | 2.91±0.04ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                 |
|          | 1.59±0.1ms           | 1.70±0.07ms         |    1.07 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                     |
|          | 1.63±0.08ms          | 1.73±0.07ms         |    1.06 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                      |
|          | 2.94±0.1ms           | 2.98±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                  |
|          | 1.63±0.1ms           | 1.70±0.05ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                      |
|          | 373±3ms              | 367±4ms             |    0.98 | load.ManyVars.time_many_var_load                                                               |
|          | 8.30±0.1ms           | 9.17±0.05ms         |    1.1  | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                               |
|          | 9.14±0.07ms          | 10.1±0.09ms         |    1.1  | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                               |
|          | 1.36±0.02s           | 1.55±0.01s          |    1.14 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                 |
|          | 1.55±0.02s           | 1.74±0.02s          |    1.12 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                 |
|          | 4.01±0.05ms          | 4.36±0.04ms         |    1.09 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                    |
|          | 4.32±0.05ms          | 4.69±0.04ms         |    1.09 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                    |
|          | 8.15±0.08ms          | 9.05±0.06ms         |    1.11 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                  |
|          | 4.81±0.02ms          | 5.67±0.04ms         |    1.18 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                   |
|          | 1.35±0.01s           | 1.54±0.01s          |    1.14 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                    |
|          | 3.96±0.03ms          | 4.29±0.04ms         |    1.08 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                       |
|          | 3.60±0.04ms          | 3.94±0.05ms         |    1.09 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                        |
|          | 150±1ms              | 164±0.9ms           |    1.09 | load.TimeConstraint.time_time_constraint(20, 'FF')                                             |
|          | 24.0±0.5ms           | 24.3±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                         |
|          | 166±2ms              | 181±1ms             |    1.09 | load.TimeConstraint.time_time_constraint(20, 'PP')                                             |
|          | 30.3±0.2ms           | 31.6±0.3ms          |    1.04 | load.TimeConstraint.time_time_constraint(3, 'FF')                                              |
|          | 23.7±0.3ms           | 23.3±0.1ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                          |
|          | 31.9±0.3ms           | 34.2±0.1ms          |    1.07 | load.TimeConstraint.time_time_constraint(3, 'PP')                                              |
|          | 17.9±0.2ms           | 18.4±0.07ms         |    1.03 | load.ugrid.BasicLoading.time_load_file(1)                                                      |
|          | 42.0±0.8ms           | 44.9±1ms            |    1.07 | load.ugrid.BasicLoading.time_load_file(200000)                                                 |
|          | 14.7±0.1ms           | 14.9±0.3ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                      |
|          | 22.8±0.6ms           | 23.7±0.7ms          |    1.04 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                 |
|          | 18.1±0.2ms           | 18.4±0.3ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                  |
|          | 21.0±0.8ms           | 21.1±0.7ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                             |
|          | 14.9±0.4ms           | 15.1±0.2ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                  |
|          | 17.2±0.4ms           | 17.4±0.4ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                             |
|          | 18.8±0.8ms           | 19.3±0.2ms          |    1.03 | load.ugrid.Callback.time_load_file_callback(1)                                                 |
|          | 50.7±0.9ms           | 54.9±1ms            |    1.08 | load.ugrid.Callback.time_load_file_callback(200000)                                            |
|          | 18.7±0.1ms           | 19.0±0.4ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(1)                                             |
|          | 22.8±0.3ms           | 23.0±0.7ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                        |
|          | 2.74±0.09ms          | 2.80±0.1ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                            |
|          | 5.38±0.8ms           | 5.37±0.09ms         |    1    | load.ugrid.DataRealisation.time_realise_data(200000)                                           |
|          | 38.3±2ms             | 36.2±0.4ms          |    0.94 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                        |
|          | 803±9ms              | 804±4ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                       |
|          | 121±3ms              | 128±3ms             |    1.05 | merge_concat.Concatenate.time_concatenate                                                      |
|          | 24.1                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                       |
|          | 48.3±2ms             | 51.5±0.9ms          |    1.07 | merge_concat.Merge.time_merge                                                                  |
|          | 11.0                 | 11.0                |    1    | merge_concat.Merge.track_mem_merge                                                             |
|          | 405±5ns              | 403±5ns             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 260±2ms              | 260±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.7±0.2ms           | 17.3±0.2ms          |    1.18 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.2±0.4ms           | 19.2±0.3ms          |    1.18 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 106±1ms              | 109±2ms             |    1.03 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 701±7ms              | 713±10ms            |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 66.2±2ms             | 67.9±0.5ms          |    1.03 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 654±6ms              | 659±7ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_addedmem_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)                    |
|          | 6.63±0.06ms          | 6.62±0.03ms         |    1    | plot.AuxSort.time_aux_sort                                                                     |
|          | 75.5±4ms             | 76.8±4ms            |    1.02 | regridding.CurvilinearRegridding.time_regrid_pic                                               |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                          |
|          | 99.1±1ms             | 99.4±0.5ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                      |
|          | 49.8±2ms             | 48.8±1ms            |    0.98 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                             |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                 |
|          | 150.6                | 150.7               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                        |
|          | 4.04±0.02ms          | 4.55±0.04ms         |    1.13 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                               |
|          | 72.3±1ms             | 73.7±0.4ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                |
|          | 52.4±1ms             | 52.5±1ms            |    1    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                              |
|          | 564±3ms              | 567±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                               |
|          | 89.2±0.9ns           | 89.5±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                               |
|          | 55.2±0.8ms           | 56.1±1ms            |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                |
|          | 89.8±1ns             | 90.2±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                              |
|          | 496±4ms              | 496±2ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                               |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                          |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                         |
|          | 181.7                | 214.6               |    1.18 | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                          |
|          | 44.8±1ms             | 47.8±1ms            |    1.07 | stats.PearsonR.time_lazy                                                                       |
|          | 19.2±0.4ms           | 19.1±0.2ms          |    1    | stats.PearsonR.time_real                                                                       |
|          | 19.5                 | 19.6                |    1.01 | stats.PearsonR.track_lazy                                                                      |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                      |
|          | 23.6±0.5ms           | 23.8±0.7ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                      |
|          | 61.1±0.4ms           | 61.6±0.8ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                     |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                     |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                    |

Benchmarks that have got worse:

| Change   | Before [773c55ba]    | After [b740b058]    |   Ratio | Benchmark (Parameter)                                      |
|----------|----------------------|---------------------|---------|------------------------------------------------------------|
| +        | 367±4ms              | 547±5ms             |    1.49 | load.StructuredFF.time_structured_load((2, 2, 1000), True) |

Generated by GHA run 10533952707

[github-actions]

⏱️ Performance Benchmark Report: a6e3474

Performance shifts

| Change   | Before [44257ebf]    | After [a6e3474b]    |   Ratio | Benchmark (Parameter)                                                              |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------|
| +        | 4.71±0.08ms          | 5.74±0.03ms         |    1.22 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                       |
| +        | 375±5ms              | 566±8ms             |    1.51 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                         |
| +        | 14.3±0.2ms           | 17.7±0.2ms          |    1.24 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)  |
| +        | 16.1±0.2ms           | 19.4±0.5ms          |    1.2  | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500) |

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [44257ebf]    | After [a6e3474b]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 54.6±1ms             | 59.6±0.9ms          | 1.09    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 54.8±0.6ms           | 59.4±0.6ms          | 1.08    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 192±4ms              | 214±5ms             | 1.12    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 195±5ms              | 218±4ms             | 1.12    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 37.0±0.6ms           | 39.1±0.6ms          | 1.06    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 37.7±0.5ms           | 40.4±1ms            | 1.07    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 37.3±0.6ms           | 38.3±1ms            | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 37.6±0.9ms           | 39.5±0.9ms          | 1.05    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 47.1±0.9ms           | 51.9±1ms            | 1.10    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 48.0±0.9ms           | 51.9±0.8ms          | 1.08    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 121±1ms              | 139±2ms             | 1.14    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 122±2ms              | 140±2ms             | 1.15    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 51.4±0.7ms           | 55.7±0.8ms          | 1.08    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 52.5±0.7ms           | 57.7±0.7ms          | 1.10    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 36.8±0.9ms           | 38.1±1ms            | 1.04    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 37.7±0.5ms           | 40.0±1ms            | 1.06    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 47.5±0.9ms           | 51.2±0.7ms          | 1.08    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 48.1±0.7ms           | 51.5±1ms            | 1.07    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.31±0.01s           | 1.35±0.01s          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.32±0.02s           | 1.35±0.01s          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 693±10ms             | 702±20ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 687±10ms             | 706±20ms            | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 35.4±0.3ms           | 36.6±0.5ms          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 36.0±0.6ms           | 37.6±0.4ms          | 1.04    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 62.6±0.9ms           | 68.4±0.6ms          | 1.09    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 63.3±1ms             | 69.0±0.6ms          | 1.09    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 66.4±0.9ms           | 71.1±0.7ms          | 1.07    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 67.5±1ms             | 71.9±0.9ms          | 1.06    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 62.7±1ms             | 65.5±0.8ms          | 1.04    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 62.8±0.6ms           | 67.4±1ms            | 1.07    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 20.9±0.6ms           | 21.1±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 24.0±0.6ms           | 25.6±0.4ms          | 1.07    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 137±5ms              | 149±1ms             | 1.08    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 151±4ms              | 160±3ms             | 1.06    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 18.9±0.6ms           | 18.8±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 22.8±0.7ms           | 23.3±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 19.1±0.5ms           | 18.4±0.5ms          | 0.96    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 23.1±0.4ms           | 23.0±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 19.6±0.3ms           | 19.7±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 22.9±0.6ms           | 23.6±0.6ms          | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 35.5±0.6ms           | 36.3±2ms            | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 38.4±1ms             | 40.9±1ms            | 1.07    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 19.5±0.7ms           | 19.9±0.5ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 23.3±0.6ms           | 24.1±0.6ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 19.5±0.5ms           | 19.5±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.1±0.8ms           | 24.0±0.4ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 19.2±0.6ms           | 19.9±0.4ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 22.8±0.5ms           | 24.0±0.3ms          | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 562±6ms              | 577±2ms             | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 554±4ms              | 589±6ms             | 1.06    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 152±4ms              | 167±3ms             | 1.10    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 168±4ms              | 186±3ms             | 1.11    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 18.5±0.7ms           | 18.7±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 22.0±0.9ms           | 22.9±0.4ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 21.7±0.7ms           | 22.4±0.3ms          | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 25.2±0.8ms           | 26.4±0.6ms          | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 21.5±0.4ms           | 22.3±0.5ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 25.1±0.6ms           | 26.4±0.6ms          | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 21.5±0.5ms           | 21.3±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 25.2±0.6ms           | 25.7±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 83.8±1ms             | 95.6±1ms            | 1.14    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 85.2±1ms             | 93.8±1ms            | 1.10    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 96.8±1ms             | 108±1ms             | 1.11    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 98.4±2ms             | 109±0.6ms           | 1.10    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 59.2±0.9ms           | 63.6±0.9ms          | 1.07    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 60.8±1ms             | 64.4±0.8ms          | 1.06    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 29.6±0.6ms           | 31.2±0.7ms          | 1.05    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 33.7±0.8ms           | 34.9±0.6ms          | 1.04    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 31.8±0.8ms           | 32.5±0.8ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 35.8±0.9ms           | 37.1±0.5ms          | 1.03    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 26.8±0.8ms           | 26.3±0.7ms          | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 30.2±0.6ms           | 30.1±0.8ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 330±5ms              | 333±6ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 346±5ms              | 361±7ms             | 1.04    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.13±0.01ms          | 1.13±0.01ms         | 1.00    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 399±4μs              | 408±3μs             | 1.02    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 949±20μs             | 954±9μs             | 1.01    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 572±9μs              | 593±20μs            | 1.04    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 226±2ms              | 241±7ms             | 1.06    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 116±3ms              | 127±3ms             | 1.09    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 237±3ms              | 250±4ms             | 1.06    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.5±0.1μs           | 16.9±0.2μs          | 1.02    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 315±7ms              | 335±7ms             | 1.06    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 206±6ms              | 221±5ms             | 1.08    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 328±5ms              | 344±4ms             | 1.05    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.8±0.2μs           | 16.9±0.2μs          | 1.00    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 228±3ms              | 242±4ms             | 1.06    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 116±3ms              | 128±3ms             | 1.10    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 238±3ms              | 252±4ms             | 1.06    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.3±0.6μs           | 53.2±0.4μs          | 1.00    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 311±4ms              | 333±6ms             | 1.07    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 204±5ms              | 224±4ms             | 1.10    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 325±5ms              | 347±6ms             | 1.07    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.6±0.7μs           | 54.5±0.5μs          | 1.00    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 664±3μs              | 656±7μs             | 0.99    | import_iris.Iris.time__concatenate                                                          |
|          | 180±4μs              | 178±2μs             | 0.99    | import_iris.Iris.time__constraints                                                          |
|          | 111±2μs              | 109±0.6μs           | 0.98    | import_iris.Iris.time__data_manager                                                         |
|          | 93.6±0.5μs           | 92.7±0.9μs          | 0.99    | import_iris.Iris.time__deprecation                                                          |
|          | 137±0.5μs            | 137±1μs             | 1.00    | import_iris.Iris.time__lazy_data                                                            |
|          | 906±5μs              | 887±9μs             | 0.98    | import_iris.Iris.time__merge                                                                |
|          | 76.2±0.4μs           | 75.8±0.7μs          | 0.99    | import_iris.Iris.time__representation                                                       |
|          | 489±9μs              | 486±3μs             | 0.99    | import_iris.Iris.time_analysis                                                              |
|          | 141±2μs              | 140±1μs             | 1.00    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 111±1μs              | 109±1μs             | 0.98    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 242±2μs              | 241±2μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±2μs              | 187±2μs             | 0.99    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 112±0.5μs            | 111±0.9μs           | 0.99    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 139±2μs              | 142±2μs             | 1.02    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 325±4μs              | 326±2μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 94.7±0.7μs           | 94.0±2μs            | 0.99    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 217±2μs              | 216±2μs             | 0.99    | import_iris.Iris.time_analysis_maths                                                        |
|          | 97.4±0.5μs           | 97.5±1μs            | 1.00    | import_iris.Iris.time_analysis_stats                                                        |
|          | 175±2μs              | 173±2μs             | 0.99    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 309±4μs              | 307±4μs             | 1.00    | import_iris.Iris.time_aux_factory                                                           |
|          | 83.6±0.4μs           | 83.3±0.7μs          | 1.00    | import_iris.Iris.time_common                                                                |
|          | 166±0.9μs            | 163±2μs             | 0.98    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.34±0.01ms          | 1.33±0.02ms         | 0.99    | import_iris.Iris.time_common_metadata                                                       |
|          | 133±0.5μs            | 132±2μs             | 0.99    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.19±0ms             | 1.18±0.01ms         | 0.99    | import_iris.Iris.time_common_resolve                                                        |
|          | 201±3μs              | 203±6μs             | 1.01    | import_iris.Iris.time_config                                                                |
|          | 123±1μs              | 125±0.5μs           | 1.01    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 366±6μs              | 366±4μs             | 1.00    | import_iris.Iris.time_coord_systems                                                         |
|          | 760±6μs              | 757±10μs            | 1.00    | import_iris.Iris.time_coords                                                                |
|          | 683±9μs              | 661±8μs             | 0.97    | import_iris.Iris.time_cube                                                                  |
|          | 226±3μs              | 224±3μs             | 0.99    | import_iris.Iris.time_exceptions                                                            |
|          | 76.4±0.4μs           | 76.3±0.9μs          | 1.00    | import_iris.Iris.time_experimental                                                          |
|          | 185±2μs              | 190±2μs             | 1.03    | import_iris.Iris.time_fileformats                                                           |
|          | 257±7μs              | 250±2μs             | 0.97    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.72±0.01ms          | 2.70±0.01ms         | 0.99    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 79.2±0.3μs           | 78.7±0.4μs          | 0.99    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 115±0.6μs            | 114±2μs             | 0.99    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 409±3μs              | 413±7μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 5.38±0.1ms           | 5.37±0.07ms         | 1.00    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 76.4±0.8μs           | 74.8±0.9μs          | 0.98    | import_iris.Iris.time_fileformats_name                                                      |
|          | 260±6μs              | 256±2μs             | 0.98    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 120±1μs              | 119±2μs             | 0.99    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 124±2μs              | 122±2μs             | 0.99    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 213±3μs              | 214±4μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 784±10μs             | 785±10μs            | 1.00    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 181±2μs              | 183±3μs             | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 133±3μs              | 135±1μs             | 1.01    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 523±10μs             | 515±4μs             | 0.98    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 219±2μs              | 220±2μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 83.3±0.4μs           | 83.4±2μs            | 1.00    | import_iris.Iris.time_fileformats_um                                                        |
|          | 161±3μs              | 158±3μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 140±2μs              | 136±2μs             | 0.97    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 75.9±0.5μs           | 75.8±0.6μs          | 1.00    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 82.5±0.9μs           | 81.8±1μs            | 0.99    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 985±5μs              | 978±7μs             | 0.99    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±1μs              | 138±1μs             | 1.01    | import_iris.Iris.time_io                                                                    |
|          | 174±4μs              | 172±4μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                      |
|          | 231±2μs              | 228±2μs             | 0.99    | import_iris.Iris.time_iris                                                                  |
|          | 128±1μs              | 126±1μs             | 0.98    | import_iris.Iris.time_iterate                                                               |
|          | 8.51±0.1ms           | 8.55±0.09ms         | 1.01    | import_iris.Iris.time_palette                                                               |
|          | 2.21±0.05ms          | 2.24±0.03ms         | 1.02    | import_iris.Iris.time_plot                                                                  |
|          | 105±0.7μs            | 105±0.6μs           | 1.00    | import_iris.Iris.time_quickplot                                                             |
|          | 2.21±0.05ms          | 2.23±0.02ms         | 1.01    | import_iris.Iris.time_std_names                                                             |
|          | 1.77±0ms             | 1.79±0.01ms         | 1.01    | import_iris.Iris.time_symbols                                                               |
|          | 103±9ms              | 111±8ms             | 1.07    | import_iris.Iris.time_tests                                                                 |
|          | 257±3μs              | 254±1μs             | 0.99    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.85±0.1ms           | 4.86±0.05ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 120±1μs              | 118±2μs             | 0.99    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.79±0.02ms          | 2.85±0.01ms         | 1.02    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.07±0.01ms          | 1.07±0ms            | 1.00    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 171±2μs              | 169±1μs             | 0.99    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.8±0.4μs           | 99.4±2μs            | 1.00    | import_iris.Iris.time_time                                                                  |
|          | 323±2μs              | 322±2μs             | 1.00    | import_iris.Iris.time_util                                                                  |
|          | 72.5±0.8μs           | 75.6±1μs            | 1.04    | iterate.IZip.time_izip                                                                      |
|          | 8.05±0.06ms          | 9.15±0.07ms         | 1.14    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 25.2±0.3ms           | 25.0±0.3ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 8.97±0.1ms           | 9.92±0.04ms         | 1.11    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 8.11±0.03ms          | 9.20±0.1ms          | 1.13    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 22.6±0.4ms           | 22.2±0.3ms          | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 8.84±0.05ms          | 10.2±0.2ms          | 1.15    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.35±0.01s           | 1.58±0.02s          | 1.17    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 21.7±0.4ms           | 22.1±0.2ms          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.52±0.01s           | 1.73±0.01s          | 1.14    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.36±0.01s           | 1.58±0.01s          | 1.16    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 22.4±0.6ms           | 22.2±0.3ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.52±0s              | 1.75±0.01s          | 1.15    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 3.89±0.03ms          | 4.34±0.05ms         | 1.11    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 20.9±0.6ms           | 20.4±0.09ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.21±0.06ms          | 4.63±0.02ms         | 1.10    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 3.88±0.02ms          | 4.30±0.03ms         | 1.11    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 21.4±0.6ms           | 20.5±0.1ms          | 0.96    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.19±0.01ms          | 4.62±0.02ms         | 1.10    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 34.7±3ms             | 32.8±2ms            | 0.95    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 18.9±1ms             | 19.5±0.7ms          | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 13.9±2ms             | 13.4±2ms            | 0.97    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 25.3±3ms             | 26.1±1ms            | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 70.3±2ms             | 70.8±2ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 25.8±1ms             | 26.2±1ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 445±7ms              | 503±6ms             | 1.13    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.74±0.08ms          | 2.91±0.1ms          | 1.06    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 454±7ms              | 502±4ms             | 1.11    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 448±6ms              | 512±6ms             | 1.14    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.03±0.1ms           | 3.14±0.1ms          | 1.04    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 452±6ms              | 513±7ms             | 1.13    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.63±0.06ms          | 1.73±0.07ms         | 1.07    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.04±0.1ms           | 2.99±0.09ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.61±0.09ms          | 1.71±0.07ms         | 1.06    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.60±0.1ms           | 1.73±0.1ms          | 1.08    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.09±0.2ms           | 3.16±0.1ms          | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.60±0.1ms           | 1.79±0.08ms         | 1.12    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 368±2ms              | 372±4ms             | 1.01    | load.ManyVars.time_many_var_load                                                            |
|          | 8.15±0.09ms          | 9.33±0.1ms          | 1.14    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.00±0.06ms          | 10.2±0.1ms          | 1.14    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.36±0.02s           | 1.61±0.01s          | 1.18    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.51±0.02s           | 1.78±0.02s          | 1.17    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 3.97±0.05ms          | 4.42±0.02ms         | 1.11    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 4.26±0.07ms          | 4.74±0.03ms         | 1.11    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 7.98±0.1ms           | 9.22±0.07ms         | 1.16    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 1.33±0.01s           | 1.57±0.01s          | 1.18    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 3.91±0.05ms          | 4.41±0.03ms         | 1.13    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 3.54±0.06ms          | 4.06±0.04ms         | 1.15    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 148±3ms              | 169±1ms             | 1.14    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 24.5±0.4ms           | 24.2±0.3ms          | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 166±2ms              | 185±0.6ms           | 1.12    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 29.6±0.4ms           | 33.1±0.3ms          | 1.12    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 23.8±0.3ms           | 24.8±0.5ms          | 1.04    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.2±0.5ms           | 35.7±0.4ms          | 1.11    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 18.3±0.4ms           | 18.3±0.5ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 41.9±0.4ms           | 45.9±0.7ms          | 1.09    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 14.8±0.2ms           | 15.4±0.3ms          | 1.04    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 23.5±0.5ms           | 24.3±0.2ms          | 1.03    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.1±0.6ms           | 18.4±0.5ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 21.3±0.5ms           | 21.5±0.4ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 14.7±0.4ms           | 14.8±0.4ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 17.8±0.4ms           | 17.7±0.5ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 19.7±0.4ms           | 19.4±0.4ms          | 0.98    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 50.7±0.9ms           | 56.8±0.4ms          | 1.12    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 18.9±0.4ms           | 19.2±0.6ms          | 1.02    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 22.2±0.8ms           | 23.7±0.4ms          | 1.07    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.87±0.2ms           | 2.98±0.2ms          | 1.04    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 5.64±0.7ms           | 5.90±0.2ms          | 1.05    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 41.0±2ms             | 38.2±1ms            | 0.93    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 811±5ms              | 813±4ms             | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 120±3ms              | 132±2ms             | 1.10    | merge_concat.Concatenate.time_concatenate                                                   |
|          | 14.4±0.2M            | 14.4±0.2M           | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate                                            |
|          | 49.1±1ms             | 54.2±1ms            | 1.10    | merge_concat.Merge.time_merge                                                               |
|          | 1±0.3M               | 1.21±0.1M           | ~1.21   | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 394±4ns              | 412±2ns             | 1.05    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 258±2ms              | 258±1ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 647±2k               | 650±1k              | 1.01    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60±0M                | 60.1±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 507±80k              | 518±90k             | 1.02    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 12.4±0.09M           | 12.4±0.09M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 108±1ms              | 114±2ms             | 1.06    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 704±6ms              | 716±4ms             | 1.02    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.22±0.03M           | 1.23±0.04M          | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.3±0.04M           | 96.3±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 68.0±1ms             | 72.6±0.8ms          | 1.07    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 658±3ms              | 671±6ms             | 1.02    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.15±0.01M           | 1.15±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.01M           | 96.2±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.60±0.04ms          | 6.73±0.04ms         | 1.02    | plot.AuxSort.time_aux_sort                                                                  |
|          | 80.5±5ms             | 81.1±7ms            | 1.01    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 99.5±0.8ms           | 99.1±0.4ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 49.4±2ms             | 49.9±0.8ms          | 1.01    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.06M            | 106±0.06M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.6M             | 147±0.02M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.13±0.06ms          | 4.53±0.1ms          | 1.10    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 73.5±1ms             | 76.8±2ms            | 1.04    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 52.1±0.7ms           | 53.0±2ms            | 1.02    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 564±3ms              | 570±2ms             | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 89.4±0.9ns           | 89.7±0.4ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 56.1±0.7ms           | 57.7±1ms            | 1.03    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 89.4±0.6ns           | 90.5±0.9ns          | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 504±3ms              | 504±3ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 27.2±0.1k            | 28.6±0.07k          | 1.05    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.66±0.1M            | 1.73±0.2M           | 1.04    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 27.2±0.1k            | 28.6±0.06k          | 1.05    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 225±10M             | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 43.3±1ms             | 48.4±1ms            | 1.12    | stats.PearsonR.time_lazy                                                                    |
|          | 19.3±0.4ms           | 19.1±0.3ms          | 0.99    | stats.PearsonR.time_real                                                                    |
|          | 20±0.06M             | 20±0.08M            | 1.00    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.4±0.6ms           | 24.3±0.6ms          | 1.04    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.8±0.7ms           | 61.9±0.3ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 23.3±0.01M           | 23.3±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.05M           | 12.1±0.05M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Benchmarks that have got worse:

| Change   | Before [44257ebf]    | After [a6e3474b]    |   Ratio | Benchmark (Parameter)                                                              |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------|
| +        | 4.71±0.08ms          | 5.74±0.03ms         |    1.22 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                       |
| +        | 375±5ms              | 566±8ms             |    1.51 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                         |
| +        | 14.3±0.2ms           | 17.7±0.2ms          |    1.24 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)  |
| +        | 16.1±0.2ms           | 19.4±0.5ms          |    1.2  | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500) |

Generated by GHA run 10640657166

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.82%. Comparing base (de4843c) to head (c6fa870).

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #6096   +/-   ##
=======================================
  Coverage   89.82%   89.82%           
=======================================
  Files          88       88           
  Lines       23146    23146           
  Branches     5043     5043           
=======================================
  Hits        20790    20790           
  Misses       1624     1624           
  Partials      732      732           

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[github-actions]

⏱️ Performance Benchmark Report: f929459

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [de4843c4]    | After [f929459a]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 58.1±0.6ms           | 58.1±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 58.5±0.7ms           | 58.7±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 208±2ms              | 211±7ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 211±3ms              | 209±4ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 37.6±0.5ms           | 38.0±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 38.8±0.5ms           | 38.9±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 37.8±0.4ms           | 38.6±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 38.9±0.8ms           | 39.4±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 50.5±0.9ms           | 50.5±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 50.8±0.6ms           | 51.9±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 136±2ms              | 139±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 138±1ms              | 139±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 55.5±0.8ms           | 54.9±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 55.4±0.7ms           | 56.2±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 37.9±0.6ms           | 38.3±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 38.5±0.6ms           | 38.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 50.2±0.6ms           | 50.2±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 50.6±0.7ms           | 51.3±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.35±0.02s           | 1.33±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.35±0.02s           | 1.36±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 687±10ms             | 700±20ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 680±20ms             | 687±20ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 36.2±0.5ms           | 36.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 36.9±0.8ms           | 36.9±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 68.1±1ms             | 68.3±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 68.1±1ms             | 68.4±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 70.2±1ms             | 70.7±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 70.3±0.9ms           | 70.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 64.9±1ms             | 64.7±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 65.9±1ms             | 65.7±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 20.4±0.3ms           | 20.8±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 24.8±0.8ms           | 24.7±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 143±2ms              | 144±4ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 158±3ms              | 157±3ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 18.1±0.7ms           | 18.5±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 22.5±0.4ms           | 22.8±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 18.2±0.3ms           | 18.7±0.7ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 22.7±0.5ms           | 23.2±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 19.0±0.3ms           | 19.4±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 23.5±0.4ms           | 23.5±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 36.0±2ms             | 36.7±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 40.8±1ms             | 41.7±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 18.9±0.6ms           | 20.4±0.7ms          |    1.08 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 23.7±0.3ms           | 23.8±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 18.8±0.7ms           | 19.5±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.5±0.6ms           | 24.0±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 19.2±0.8ms           | 19.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 23.5±0.7ms           | 23.9±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 584±7ms              | 578±30ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 583±4ms              | 587±30ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 162±2ms              | 162±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 180±3ms              | 180±4ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 18.1±0.2ms           | 18.1±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 22.7±0.5ms           | 22.5±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 21.7±0.5ms           | 22.1±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 25.7±0.9ms           | 26.5±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 22.0±0.6ms           | 21.7±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 26.0±0.5ms           | 26.1±0.9ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 21.1±0.5ms           | 20.7±0.7ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 25.7±0.7ms           | 25.1±0.9ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 92.3±0.9ms           | 92.4±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 93.5±1ms             | 93.4±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 107±2ms              | 108±1ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 108±0.5ms            | 108±1ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 63.1±1ms             | 63.3±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 63.3±0.9ms           | 64.7±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 30.0±0.7ms           | 30.5±0.6ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 34.2±0.5ms           | 34.8±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 32.3±0.6ms           | 32.6±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 36.6±0.3ms           | 37.5±0.9ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 25.4±0.7ms           | 26.0±0.8ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 30.3±0.9ms           | 30.1±0.8ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 338±5ms              | 341±4ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 362±5ms              | 363±5ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.14±0.01ms          | 1.12±0.01ms         |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 407±2μs              | 401±2μs             |    0.98 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 957±8μs              | 965±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 586±5μs              | 575±10μs            |    0.98 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 239±5ms              | 239±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 123±2ms              | 126±2ms             |    1.02 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 246±6ms              | 248±4ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.1±0.3μs           | 16.7±0.07μs         |    0.98 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 329±5ms              | 336±7ms             |    1.02 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 224±3ms              | 221±7ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 340±7ms              | 345±8ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.2±0.4μs           | 16.8±0.3μs          |    0.98 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 235±8ms              | 236±8ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 124±3ms              | 125±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 247±4ms              | 248±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.9±0.5μs           | 53.8±0.4μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 337±10ms             | 337±10ms            |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 218±7ms              | 222±6ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 347±9ms              | 346±7ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.4±0.5μs           | 55.2±0.5μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 783±10μs             | 776±10μs            |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 180±5μs              | 182±3μs             |    1.02 | import_iris.Iris.time__constraints                                                          |
|          | 111±3μs              | 111±2μs             |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 92.8±0.8μs           | 94.6±0.7μs          |    1.02 | import_iris.Iris.time__deprecation                                                          |
|          | 136±1μs              | 138±2μs             |    1.01 | import_iris.Iris.time__lazy_data                                                            |
|          | 885±10μs             | 891±10μs            |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 77.7±1μs             | 77.4±1μs            |    1    | import_iris.Iris.time__representation                                                       |
|          | 488±8μs              | 494±7μs             |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 139±1μs              | 141±1μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 112±3μs              | 111±2μs             |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 243±4μs              | 246±5μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±2μs              | 190±6μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 112±1μs              | 112±3μs             |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 143±1μs              | 141±3μs             |    0.98 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 329±2μs              | 331±5μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 95.3±0.5μs           | 94.8±0.8μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 221±3μs              | 220±3μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 98.2±1μs             | 97.3±1μs            |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 179±2μs              | 176±2μs             |    0.98 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 310±7μs              | 306±10μs            |    0.99 | import_iris.Iris.time_aux_factory                                                           |
|          | 85.7±1μs             | 84.7±0.6μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 164±2μs              | 163±3μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.33±0.02ms          | 1.33±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 133±2μs              | 134±0.6μs           |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.21±0.03ms          | 1.19±0.01ms         |    0.98 | import_iris.Iris.time_common_resolve                                                        |
|          | 204±5μs              | 201±3μs             |    0.98 | import_iris.Iris.time_config                                                                |
|          | 127±3μs              | 124±2μs             |    0.98 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 372±10μs             | 375±10μs            |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 749±20μs             | 758±20μs            |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 677±20μs             | 669±20μs            |    0.99 | import_iris.Iris.time_cube                                                                  |
|          | 223±4μs              | 228±4μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 76.0±0.4μs           | 76.9±0.5μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 189±2μs              | 187±2μs             |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 259±7μs              | 254±4μs             |    0.98 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.70±0.05ms          | 2.71±0.04ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 80.0±0.6μs           | 79.7±1μs            |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 114±1μs              | 113±0.9μs           |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 409±8μs              | 414±4μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 5.33±0.1ms           | 5.34±0.2ms          |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 75.7±0.6μs           | 76.0±1μs            |    1    | import_iris.Iris.time_fileformats_name                                                      |
|          | 255±2μs              | 261±5μs             |    1.03 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 120±2μs              | 120±1μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 123±0.9μs            | 126±2μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 215±3μs              | 211±3μs             |    0.98 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 790±9μs              | 789±10μs            |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 180±2μs              | 185±2μs             |    1.03 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±1μs              | 135±3μs             |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 509±5μs              | 516±6μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 220±3μs              | 221±2μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 83.4±0.8μs           | 84.0±0.7μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 162±2μs              | 165±3μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±2μs              | 140±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 76.2±1μs             | 76.2±0.9μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 82.7±1μs             | 84.1±0.8μs          |    1.02 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 1.01±0.03ms          | 994±10μs            |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 135±2μs              | 138±2μs             |    1.03 | import_iris.Iris.time_io                                                                    |
|          | 173±4μs              | 173±2μs             |    1    | import_iris.Iris.time_io_format_picker                                                      |
|          | 230±3μs              | 230±4μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 128±3μs              | 129±2μs             |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 8.42±0.1ms           | 8.53±0.2ms          |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 2.26±0.06ms          | 2.26±0.04ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 106±3μs              | 106±1μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.19±0.05ms          | 2.22±0.01ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.79±0.02ms          | 1.80±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 101±0.9ms            | 100±0.5ms           |    1    | import_iris.Iris.time_tests                                                                 |
|          | 255±3μs              | 257±3μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.85±0.07ms          | 4.78±0.06ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 120±1μs              | 119±0.7μs           |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.82±0.03ms          | 2.86±0.06ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.07±0.01ms          | 1.07±0ms            |    1.01 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 174±4μs              | 171±1μs             |    0.98 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.6±2μs             | 102±2μs             |    1.02 | import_iris.Iris.time_time                                                                  |
|          | 313±6μs              | 323±5μs             |    1.03 | import_iris.Iris.time_util                                                                  |
|          | 74.1±1μs             | 74.4±0.6μs          |    1    | iterate.IZip.time_izip                                                                      |
|          | 9.00±0.1ms           | 9.11±0.06ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 25.1±0.9ms           | 24.7±0.6ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.77±0.1ms           | 9.89±0.06ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.02±0.2ms           | 9.10±0.06ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 21.9±0.3ms           | 22.1±0.5ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.82±0.1ms           | 9.88±0.08ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.55±0.02s           | 1.57±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 21.9±0.2ms           | 22.1±0.3ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.71±0.01s           | 1.72±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.57±0.02s           | 1.58±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 22.1±0.2ms           | 21.9±0.2ms          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.70±0.01s           | 1.72±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 4.24±0.06ms          | 4.33±0.02ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 20.6±0.5ms           | 20.7±0.08ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.63±0.1ms           | 4.62±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.30±0.07ms          | 4.36±0.04ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 20.7±0.4ms           | 20.5±0.2ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.59±0.04ms          | 4.60±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 32.2±3ms             | 31.1±3ms            |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 19.2±0.2ms           | 18.4±0.5ms          |    0.95 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.9±1ms             | 13.3±1ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 25.7±1ms             | 25.8±0.9ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 70.4±2ms             | 70.4±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.0±1ms             | 26.0±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 492±10ms             | 490±3ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.97±0.05ms          | 2.97±0.1ms          |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 497±8ms              | 500±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 496±4ms              | 499±5ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.90±0.1ms           | 3.07±0.07ms         |    1.06 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 498±9ms              | 507±7ms             |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.72±0.04ms          | 1.79±0.07ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.97±0.1ms           | 2.86±0.05ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.68±0.08ms          | 1.70±0.07ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.70±0.1ms           | 1.73±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.90±0.1ms           | 2.96±0.2ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.75±0.09ms          | 1.72±0.07ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 370±4ms              | 373±6ms             |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 9.17±0.07ms          | 9.26±0.08ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.96±0.07ms          | 10.1±0.08ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.56±0.01s           | 1.58±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.76±0.02s           | 1.74±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 4.31±0.07ms          | 4.41±0.07ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 4.66±0.05ms          | 4.70±0.02ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.04±0.2ms           | 9.16±0.04ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.90±0.09ms          | 5.99±0.05ms         |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.53±0.02s           | 1.55±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 556±20ms             | 561±9ms             |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.27±0.09ms          | 4.32±0.02ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.24±0.1ms           | 4.24±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 170±5ms              | 168±1ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 24.8±0.6ms           | 24.2±0.4ms          |    0.98 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 184±5ms              | 185±0.6ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.1±1ms             | 32.7±0.4ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 24.2±0.8ms           | 24.1±0.1ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 34.7±0.9ms           | 35.1±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 18.4±0.6ms           | 19.0±0.4ms          |    1.04 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 45.4±0.9ms           | 46.9±1ms            |    1.03 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 15.1±0.4ms           | 15.2±0.7ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 24.1±0.7ms           | 24.4±0.4ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.5±0.4ms           | 18.8±0.5ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 21.7±0.6ms           | 21.6±0.6ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 14.9±0.3ms           | 15.2±0.7ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 17.8±0.6ms           | 17.9±0.6ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 19.0±0.5ms           | 19.9±0.6ms          |    1.05 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 56.0±1ms             | 57.8±1ms            |    1.03 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 19.6±0.5ms           | 20.1±0.8ms          |    1.03 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 23.1±0.8ms           | 23.3±0.6ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.89±0.2ms           | 2.99±0.3ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 5.55±0.3ms           | 5.65±0.3ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 37.9±2ms             | 40.2±3ms            |    1.06 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 782±9ms              | 786±9ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 437±7ms              | 447±9ms             |    1.02 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 439±9ms              | 442±7ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.3M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.3M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 52.9±3ms             | 53.4±2ms            |    1.01 | merge_concat.Merge.time_merge                                                               |
|          | 1.21±0.04M           | 1.21±0.04M          |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 408±5ns              | 406±1ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 257±2ms              | 258±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 650±2k               | 651±2k              |    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)      |
|          | 17.1±0.4ms           | 17.3±0.3ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.0±0.7ms           | 19.1±0.5ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 517±90k              | 540±90k             |    1.04 | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 12.4±0.09M           | 12.4±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 108±2ms              | 111±2ms             |    1.03 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 699±10ms             | 714±10ms            |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.22±0.04M           | 1.23±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.3±0.04M           | 96.2±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 68.2±2ms             | 70.6±2ms            |    1.04 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 653±8ms              | 660±10ms            |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.15±0.02M           | 1.15±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.02M           | 96.2±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)                 |
|          | 6.74±0.07ms          | 6.74±0.08ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 76.6±3ms             | 77.4±3ms            |    1.01 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 98.0±0.6ms           | 97.7±0.6ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 48.7±2ms             | 48.2±0.4ms          |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.06M            | 106±0.06M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.02M            | 147±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.45±0.1ms           | 4.65±0.04ms         |    1.04 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 76.1±2ms             | 76.4±1ms            |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 53.4±0.9ms           | 52.3±0.4ms          |    0.98 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 559±6ms              | 564±3ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 88.4±2ns             | 89.8±0.8ns          |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 57.4±2ms             | 57.7±1ms            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 89.3±0.8ns           | 90.0±0.8ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 492±5ms              | 494±3ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 28.6±0.06k           | 28.6±0.07k          |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.66±0.1M            | 1.62±0.1M           |    0.97 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 28.6±0.06k           | 28.6±0.07k          |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±30M              | 225±20M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 48.2±1ms             | 47.4±0.9ms          |    0.98 | stats.PearsonR.time_lazy                                                                    |
|          | 19.0±0.6ms           | 18.9±0.4ms          |    1    | stats.PearsonR.time_real                                                                    |
|          | 20±0.07M             | 20±0.05M            |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.4±1ms             | 23.5±1ms            |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.5±0.5ms           | 61.2±1ms            |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 23.3±0.01M           | 23.3±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.05M           | 12.1±0.05M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 10746857377

[trexfeathers]

Closed by #6135