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@scitools-ci scitools-ci bot commented Dec 27, 2025

Lockfiles updated to the latest resolvable environment.

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

@scitools-ci scitools-ci bot added Bot A bot generated issue/pull-request New: Pull Request labels Dec 27, 2025
@github-actions github-actions bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Dec 27, 2025
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⏱️ Performance Benchmark Report: 9cac75d

Performance shifts
| Change   | Before [ae9f446b]    | After [9cac75db]    |   Ratio | Benchmark (Parameter)                            |
|----------|----------------------|---------------------|---------|--------------------------------------------------|
| -        | 1.33±0ms             | 598±10μs            |    0.45 | import_iris.Iris.time_third_party_numpy          |
| -        | 114±4ms              | 93.8±2ms            |    0.83 | regridding.CurvilinearRegridding.time_regrid_pic |
Full benchmark results

Benchmarks that have improved:

| Change   | Before [ae9f446b]    | After [9cac75db]    |   Ratio | Benchmark (Parameter)                            |
|----------|----------------------|---------------------|---------|--------------------------------------------------|
| -        | 1.33±0ms             | 598±10μs            |    0.45 | import_iris.Iris.time_third_party_numpy          |
| -        | 114±4ms              | 93.8±2ms            |    0.83 | regridding.CurvilinearRegridding.time_regrid_pic |

Benchmarks that have stayed the same:

| Change   | Before [ae9f446b]    | After [9cac75db]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 18.9±0.2ms           | 18.8±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.1±0.8ms           | 51.2±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 31.1±0.3ms           | 31.2±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 179±1ms              | 180±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 20.4±0.1ms           | 20.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.1±0.3ms           | 31.7±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 20.4±0.1ms           | 20.5±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.7±0.6ms           | 31.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 18.6±0.06ms          | 18.6±0.04ms         |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 43.5±0.5ms           | 43.6±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 118±0.7ms            | 121±0.6ms           |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 120±0.6ms            | 125±1ms             |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 19.5±0.1ms           | 19.4±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 46.6±0.8ms           | 47.1±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 20.9±0.1ms           | 20.8±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.3±0.5ms           | 56.3±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 18.5±0.09ms          | 18.6±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 43.6±1ms             | 43.4±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 926±2ms              | 926±3ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 935±6ms              | 930±5ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 202±1ms              | 201±3ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 330±4ms              | 332±6ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 19.5±0.1ms           | 19.6±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.7±0.3ms           | 30.2±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 19.8±0.1ms           | 19.7±0.08ms         |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 57.9±0.7ms           | 56.3±0.9ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 20.4±0.08ms          | 20.4±0.06ms         |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 58.2±0.6ms           | 58.3±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 20.3±0.2ms           | 20.3±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 55.2±0.9ms           | 55.1±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.06±0.03ms          | 7.13±0.05ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 22.6±0.3ms           | 22.6±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 17.7±0.2ms           | 18.0±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 142±1ms              | 143±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.39±0.1ms           | 7.47±0.08ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 21.0±0.4ms           | 21.2±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.35±0.07ms          | 7.38±0.02ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.9±0.3ms           | 20.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 6.96±0.04ms          | 7.11±0.07ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 21.3±0.3ms           | 21.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 22.8±0.2ms           | 23.5±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.8±0.3ms           | 35.3±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.26±0.07ms          | 7.37±0.07ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 21.4±0.3ms           | 21.7±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 7.99±0.05ms          | 8.00±0.04ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.3±0.3ms           | 23.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 6.95±0.05ms          | 6.97±0.03ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 21.2±0.2ms           | 21.5±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 459±2ms              | 467±2ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 483±1ms              | 482±0.8ms           |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 41.7±0.1ms           | 41.7±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 150±0.6ms            | 150±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.22±0.05ms          | 7.27±0.08ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.2±0.5ms           | 20.6±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.31±0.06ms          | 7.32±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 23.3±0.5ms           | 23.0±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.52±0.05ms          | 7.55±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.9±0.3ms           | 23.2±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 7.53±0.03ms          | 7.57±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 22.1±0.2ms           | 22.4±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 19.9±0.1ms           | 20.2±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 79.9±0.8ms           | 79.4±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 19.9±0.2ms           | 20.1±0.06ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 92.5±2ms             | 89.8±1ms            |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 19.0±0.08ms          | 19.0±0.1ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 53.9±0.8ms           | 52.6±0.6ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 7.59±0.04ms          | 7.65±0.06ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 28.1±0.6ms           | 28.1±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.46±0.05ms          | 7.50±0.05ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.1±0.6ms           | 29.2±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.22±0.05ms          | 7.27±0.1ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 23.2±0.5ms           | 23.6±0.7ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 181±0.5ms            | 182±0.5ms           |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 267±2ms              | 268±1ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 951±6μs              | 958±10μs            |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 329±3μs              | 331±3μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.70±0.02ms          | 1.72±0.02ms         |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.21±0.01ms          | 1.22±0.01ms         |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 114±0.7ms            | 106±1ms             |    0.93 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.7±1ms             | 24.5±1ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 138±2ms              | 133±2ms             |    0.96 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 14.4±0.1μs           | 14.5±0.1μs          |    1.01 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 115±2ms              | 111±2ms             |    0.96 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.3±0.4ms           | 28.0±1ms            |    1.02 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 142±2ms              | 136±1ms             |    0.95 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 14.5±0.2μs           | 14.5±0.1μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 218±0.9ms            | 214±2ms             |    0.98 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 77.4±0.8ms           | 77.6±0.3ms          |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 263±2ms              | 255±2ms             |    0.97 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 48.9±0.4μs           | 48.2±0.4μs          |    0.98 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 309±2ms              | 304±2ms             |    0.98 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 166±0.4ms            | 166±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 355±2ms              | 346±2ms             |    0.98 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 330±3μs              | 324±2μs             |    0.98 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 781±7μs              | 777±7μs             |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 151±1μs              | 155±1μs             |    1.02 | import_iris.Iris.time__constraints                                                          |
|          | 84.9±1μs             | 86.3±0.7μs          |    1.02 | import_iris.Iris.time__data_manager                                                         |
|          | 67.8±0.3μs           | 67.4±0.3μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 126±0.6μs            | 128±2μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 863±7μs              | 844±9μs             |    0.98 | import_iris.Iris.time__merge                                                                |
|          | 54.0±0.3μs           | 54.1±0.4μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 613±5μs              | 624±7μs             |    1.02 | import_iris.Iris.time_analysis                                                              |
|          | 102±0.9μs            | 101±0.5μs           |    0.99 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 76.5±0.3μs           | 76.9±0.9μs          |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 225±1μs              | 223±3μs             |    0.99 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 154±2μs              | 156±3μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 79.9±0.5μs           | 80.6±0.6μs          |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 96.1±0.3μs           | 96.7±0.4μs          |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 308±4μs              | 311±2μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 67.0±0.2μs           | 66.3±0.8μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 178±2μs              | 178±2μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 68.4±0.1μs           | 68.5±1μs            |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 130±2μs              | 133±1μs             |    1.02 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 289±2μs              | 296±5μs             |    1.03 | import_iris.Iris.time_aux_factory                                                           |
|          | 58.9±0.5μs           | 58.2±0.7μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 125±0.7μs            | 128±2μs             |    1.02 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.29±0.01ms          | 1.28±0.01ms         |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 132±1μs              | 136±1μs             |    1.03 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.13±0ms             | 1.14±0.01ms         |    1.01 | import_iris.Iris.time_common_resolve                                                        |
|          | 149±0.7μs            | 152±2μs             |    1.02 | import_iris.Iris.time_config                                                                |
|          | 91.4±0.5μs           | 91.6±0.4μs          |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 360±3μs              | 359±3μs             |    1    | import_iris.Iris.time_coord_systems                                                         |
|          | 774±1μs              | 764±10μs            |    0.99 | import_iris.Iris.time_coords                                                                |
|          | 734±4μs              | 734±10μs            |    1    | import_iris.Iris.time_cube                                                                  |
|          | 219±3μs              | 217±2μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 54.8±0.8μs           | 53.7±0.2μs          |    0.98 | import_iris.Iris.time_experimental                                                          |
|          | 138±2μs              | 137±0.5μs           |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 232±4μs              | 233±2μs             |    1    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.63±0.01ms          | 2.63±0.01ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 57.6±0.5μs           | 57.9±0.3μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 81.0±1μs             | 80.9±0.5μs          |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 426±8μs              | 427±5μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 3.62±0.02ms          | 3.62±0.02ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 54.8±0.6μs           | 54.1±0.3μs          |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 229±3μs              | 232±5μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 86.2±1μs             | 85.8±1μs            |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 86.9±0.7μs           | 86.2±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 174±3μs              | 172±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 792±8μs              | 794±3μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 141±2μs              | 138±1μs             |    0.98 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 98.3±1μs             | 97.8±0.6μs          |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 506±10μs             | 504±4μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 194±2μs              | 193±5μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 58.6±0.2μs           | 57.9±0.07μs         |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 117±2μs              | 117±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 101±0.8μs            | 100±0.8μs           |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 54.1±0.06μs          | 54.3±0.2μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 58.8±0.6μs           | 58.6±0.1μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 1.02±0ms             | 1.01±0.01ms         |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 96.7±0.5μs           | 96.8±2μs            |    1    | import_iris.Iris.time_io                                                                    |
|          | 140±0.6μs            | 142±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 155±0.7μs            | 154±1μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 93.3±0.9μs           | 92.0±0.7μs          |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 6.27±0.03ms          | 6.24±0.03ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.66±0.01ms          | 1.66±0ms            |    1    | import_iris.Iris.time_plot                                                                  |
|          | 183±2μs              | 178±2μs             |    0.98 | import_iris.Iris.time_quickplot                                                             |
|          | 2.28±0.01ms          | 2.27±0.02ms         |    0.99 | import_iris.Iris.time_std_names                                                             |
|          | 1.65±0.01ms          | 1.65±0.01ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 302±10ms             | 282±4ms             |    0.94 | import_iris.Iris.time_tests                                                                 |
|          | 180±2μs              | 178±0.7μs           |    0.99 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.79±0.02ms          | 4.78±0.02ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 79.5±0.3μs           | 79.3±0.2μs          |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.54±0.01ms          | 2.55±0.02ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 118±1μs              | 117±0.4μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 73.1±0.6μs           | 73.5±0.5μs          |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 866±7μs              | 879±10μs            |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 65.6±0.8μs           | 66.9±0.3μs          |    1.02 | iterate.IZip.time_izip                                                                      |
|          | 9.08±0.04ms          | 9.16±0.03ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.2±0.2ms           | 16.5±0.09ms         |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.13±0.04ms          | 9.25±0.07ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.13±0.03ms          | 9.12±0.04ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.3±0.06ms          | 14.1±0.02ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.15±0.02ms          | 9.14±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.36±0.01s           | 1.34±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 13.2±0.06ms          | 13.3±0.08ms         |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.35±0.02s           | 1.39±0.01s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.36±0s              | 1.35±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 13.1±0.05ms          | 13.3±0.08ms         |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.38±0.01s           | 1.39±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 4.91±0.05ms          | 4.88±0.04ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.9±0.1ms           | 13.0±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.81±0.01ms          | 4.84±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.84±0.03ms          | 4.83±0.06ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 13.0±0.1ms           | 13.0±0.09ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.85±0.06ms          | 4.86±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 33.8±1ms             | 33.8±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 39.9±0.7ms           | 40.0±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 16.2±2ms             | 16.5±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 37.7±2ms             | 37.6±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 87.3±0.6ms           | 87.5±0.9ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 34.9±2ms             | 36.6±2ms            |    1.05 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 521±2ms              | 522±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 4.85±0.08ms          | 5.02±0.2ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 520±2ms              | 524±1ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 533±2ms              | 534±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 4.91±0.1ms           | 4.97±0.2ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 530±1ms              | 533±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.95±0.04ms          | 1.92±0.06ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 4.97±0.1ms           | 4.89±0.09ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.91±0.04ms          | 1.95±0.05ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.94±0.06ms          | 1.97±0.06ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 4.99±0.1ms           | 4.99±0.07ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.96±0.04ms          | 1.96±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 312±3ms              | 314±2ms             |    1.01 | load.ManyCubes.time_many_cube_load                                                          |
|          | 81.7±0.5ms           | 81.6±1ms            |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 9.22±0.05ms          | 9.32±0.1ms          |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.24±0.04ms          | 9.34±0.09ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.38±0.01s           | 1.38±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.42±0.01s           | 1.42±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 4.87±0.09ms          | 4.88±0.06ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 4.83±0.07ms          | 4.93±0.08ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.34±0.1ms           | 8.33±0.1ms          |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.00±0.02ms          | 5.18±0.06ms         |    1.04 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.36±0.01s           | 1.35±0.01s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 366±4ms              | 361±2ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.02±0.01ms          | 4.00±0.06ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 3.80±0.02ms          | 3.83±0.02ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 141±2ms              | 142±1ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.6±0.1ms           | 15.6±0.08ms         |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 143±0.9ms            | 144±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 28.3±0.07ms          | 28.5±0.4ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.5±0.1ms           | 15.4±0.06ms         |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 28.5±0.1ms           | 28.6±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.4±0.3ms           | 19.2±0.2ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 50.7±0.6ms           | 51.3±0.7ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.89±0.1ms           | 10.0±0.2ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 19.0±0.4ms           | 19.8±0.8ms          |    1.04 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.1±0.2ms           | 19.3±0.4ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.2±0.6ms           | 19.9±0.5ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.98±0.1ms           | 9.98±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.2±0.5ms           | 12.9±0.3ms          |    1.06 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 21.4±0.3ms           | 21.4±0.4ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 62.2±0.8ms           | 61.9±0.6ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.3±0.2ms           | 21.4±0.3ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 22.2±0.5ms           | 22.9±0.5ms          |    1.03 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 4.83±0.07ms          | 4.94±0.2ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 8.44±0.1ms           | 8.39±0.2ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 37.3±0.7ms           | 39.0±1ms            |    1.05 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 757±4ms              | 752±5ms             |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.95±0.02s           | 1.93±0.03s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 422±6ms              | 421±7ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 111±4M               | 111±5M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 48.4±0.9ms           | 50.4±1ms            |    1.04 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 317±3ns              | 322±6ns             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 200±1ms              | 202±3ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.5k             | 772±0.5k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 17.4±0.2ms           | 17.4±0.2ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.8±0.7ms           | 22.3±0.7ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 161±0.7ms            | 161±0.9ms           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 615±8ms              | 608±3ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.1M            | 1.46±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.04M           | 96.5±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 108±0.9ms            | 109±0.8ms           |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 554±5ms              | 548±4ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.02M           | 1.43±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.02M           | 96.5±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 5.92±0.04ms          | 5.85±0.03ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 110±5ms              | 110±3ms             |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 85.6±1ms             | 83.6±0.8ms          |    0.98 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.1M            |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 5.88±0.04ms          | 5.97±0.04ms         |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 111±0.8ms            | 111±0.7ms           |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 33.4±0.3ms           | 33.0±0.4ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 492±3ms              | 488±4ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 81.3±0.4ns           | 81.2±0.3ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 91.6±0.6ms           | 92.2±0.7ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 82.8±1ns             | 82.6±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 445±2ms              | 436±3ms             |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.7±0.4k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.82±0.1M            | 1.78±0.1M           |    0.98 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.9±0.4k            | 31.8±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±30M              | 208±30M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.9±0.3ms           | 39.2±0.3ms          |    0.98 | stats.PearsonR.time_lazy                                                                    |
|          | 11.0±0.1ms           | 12.4±0.3ms          |    1.13 | stats.PearsonR.time_real                                                                    |
|          | 29.2±0.6M            | 29.7±0.3M           |    1.02 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 26.6±0.4ms           | 26.5±0.5ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.0±0.6ms           | 58.9±0.2ms          |    0.97 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 20532868302

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⏱️ Performance Benchmark Report: 9cac75d

Performance shifts
| Change   | Before [ae9f446b]    | After [9cac75db]    |   Ratio | Benchmark (Parameter)                   |
|----------|----------------------|---------------------|---------|-----------------------------------------|
| -        | 1.34±0ms             | 558±10μs            |    0.42 | import_iris.Iris.time_third_party_numpy |
Full benchmark results

Benchmarks that have improved:

| Change   | Before [ae9f446b]    | After [9cac75db]    |   Ratio | Benchmark (Parameter)                   |
|----------|----------------------|---------------------|---------|-----------------------------------------|
| -        | 1.34±0ms             | 558±10μs            |    0.42 | import_iris.Iris.time_third_party_numpy |

Benchmarks that have stayed the same:

| Change   | Before [ae9f446b]    | After [9cac75db]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.0±0.06ms          | 20.3±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 53.4±0.8ms           | 52.7±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 33.8±0.1ms           | 33.7±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 185±2ms              | 184±3ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.3±0.3ms           | 22.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 32.4±0.4ms           | 32.6±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.4±0.1ms           | 22.0±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 32.7±0.3ms           | 32.2±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 19.9±0.1ms           | 19.8±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 45.9±0.7ms           | 45.1±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.7ms            | 127±0.5ms           |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 127±1ms              | 130±2ms             |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.0±0.2ms           | 20.8±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 49.0±0.7ms           | 48.8±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 22.4±0.1ms           | 22.1±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 58.2±0.7ms           | 58.2±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.1±0.3ms           | 19.9±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.1±1ms             | 45.3±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0s              | 1.06±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0s              | 1.05±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 210±3ms              | 206±1ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 359±10ms             | 365±8ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.1±0.2ms           | 20.9±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 31.0±0.3ms           | 31.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.2±0.2ms           | 21.2±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.1±0.7ms           | 59.4±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.1±0.2ms           | 21.9±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.6±1ms             | 61.1±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.0±0.08ms          | 21.9±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.8±0.9ms           | 57.8±2ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.68±0.05ms          | 7.69±0.04ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 23.3±0.2ms           | 23.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.2±0.07ms          | 19.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 143±1ms              | 143±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.99±0.07ms          | 7.99±0.07ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 21.5±0.4ms           | 21.5±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.05±0.1ms           | 7.95±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 21.3±0.3ms           | 21.9±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.58±0.06ms          | 7.57±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 22.1±0.3ms           | 21.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.9±0.2ms           | 24.3±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 36.0±0.5ms           | 36.5±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.89±0.04ms          | 7.80±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 22.3±0.4ms           | 22.6±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.85±0.05ms          | 8.79±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 24.2±0.1ms           | 24.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.60±0.09ms          | 7.65±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 22.0±0.3ms           | 22.0±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 532±20ms             | 526±20ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 536±9ms              | 542±20ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.2±0.6ms           | 43.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 154±1ms              | 155±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.86±0.03ms          | 7.81±0.03ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 21.1±0.3ms           | 21.0±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.90±0.07ms          | 7.88±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 24.0±0.6ms           | 23.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.09±0.08ms          | 8.05±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 23.5±0.2ms           | 23.5±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.12±0.06ms          | 8.12±0.09ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 23.4±0.6ms           | 23.2±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 21.6±0.2ms           | 21.4±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 83.5±1ms             | 82.0±1ms            |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.8±0.2ms           | 21.4±0.1ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 95.1±1ms             | 93.3±1ms            |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.2±0.1ms           | 20.2±0.1ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.1±1ms             | 54.6±0.7ms          |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.19±0.06ms          | 8.17±0.07ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 28.3±0.8ms           | 28.6±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.04±0.1ms           | 8.00±0.07ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.6±0.8ms           | 30.1±0.9ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.78±0.06ms          | 7.71±0.07ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 23.8±0.6ms           | 23.8±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 222±4ms              | 220±2ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 298±2ms              | 297±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.09±0.01ms          | 1.08±0.01ms         |    0.98 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 375±5μs              | 378±3μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.91±0.03ms          | 1.91±0.03ms         |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.36±0.02ms          | 1.34±0.02ms         |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 84.7±2ms             | 81.2±1ms            |    0.96 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 23.9±0.4ms           | 24.3±0.9ms          |    1.02 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 98.7±2ms             | 95.4±2ms            |    0.97 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.5±0.2μs           | 16.0±0.3μs          |    0.97 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 90.0±1ms             | 87.8±2ms            |    0.98 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.2±0.4ms           | 27.5±0.4ms          |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 103±1ms              | 99.3±1ms            |    0.96 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.4±0.2μs           | 16.2±0.1μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 189±1ms              | 186±5ms             |    0.98 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 78.1±0.6ms           | 78.6±1ms            |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 218±3ms              | 214±3ms             |    0.98 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.4±0.6μs           | 49.4±0.6μs          |    0.98 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 280±2ms              | 285±2ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 168±1ms              | 172±3ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 310±2ms              | 308±4ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 361±3μs              | 358±4μs             |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 808±20μs             | 822±7μs             |    1.02 | import_iris.Iris.time__concatenate                                                          |
|          | 183±1μs              | 182±0.7μs           |    1    | import_iris.Iris.time__constraints                                                          |
|          | 114±3μs              | 112±1μs             |    0.98 | import_iris.Iris.time__data_manager                                                         |
|          | 91.6±0.3μs           | 90.4±0.2μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 167±3μs              | 162±1μs             |    0.97 | import_iris.Iris.time__lazy_data                                                            |
|          | 895±6μs              | 893±8μs             |    1    | import_iris.Iris.time__merge                                                                |
|          | 73.9±0.9μs           | 72.2±0.7μs          |    0.98 | import_iris.Iris.time__representation                                                       |
|          | 601±7μs              | 598±4μs             |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 141±1μs              | 137±1μs             |    0.98 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±0.3μs            | 105±0.6μs           |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 248±6μs              | 240±1μs             |    0.97 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±1μs              | 191±3μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 112±2μs              | 107±0.6μs           |    0.96 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±0.9μs            | 136±1μs             |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 325±4μs              | 319±6μs             |    0.98 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.3±0.3μs           | 89.4±0.8μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 209±2μs              | 208±1μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 93.4±0.7μs           | 92.9±0.6μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 167±1μs              | 166±0.8μs           |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 314±5μs              | 312±3μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 80.7±0.7μs           | 78.4±0.6μs          |    0.97 | import_iris.Iris.time_common                                                                |
|          | 158±0.8μs            | 156±0.7μs           |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.34±0.01ms          | 1.32±0.02ms         |    0.98 | import_iris.Iris.time_common_metadata                                                       |
|          | 171±2μs              | 165±0.8μs           |    0.96 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.15±0.01ms          | 1.15±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 197±2μs              | 194±1μs             |    0.99 | import_iris.Iris.time_config                                                                |
|          | 128±0.5μs            | 125±1μs             |    0.97 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 373±7μs              | 375±5μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 759±9μs              | 759±3μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 697±5μs              | 695±3μs             |    1    | import_iris.Iris.time_cube                                                                  |
|          | 257±2μs              | 256±1μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 74.1±2μs             | 72.1±0.3μs          |    0.97 | import_iris.Iris.time_experimental                                                          |
|          | 179±2μs              | 174±0.4μs           |    0.97 | import_iris.Iris.time_fileformats                                                           |
|          | 256±2μs              | 249±2μs             |    0.97 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.58±0.01ms          | 2.57±0.01ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.1±0.5μs           | 74.8±0.7μs          |    0.98 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 115±2μs              | 110±0.7μs           |    0.96 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 442±4μs              | 435±3μs             |    0.98 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.72±0.03ms          | 4.72±0.05ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 72.1±0.6μs           | 70.2±1μs            |    0.97 | import_iris.Iris.time_fileformats_name                                                      |
|          | 249±6μs              | 244±2μs             |    0.98 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±0.9μs            | 111±0.7μs           |    0.98 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 121±1μs              | 118±0.8μs           |    0.98 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 208±3μs              | 205±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 788±20μs             | 790±6μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 180±1μs              | 176±1μs             |    0.98 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 137±1μs              | 136±1μs             |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 535±3μs              | 531±5μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 223±3μs              | 217±1μs             |    0.97 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.3±0.3μs           | 79.7±1μs            |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 157±1μs              | 154±2μs             |    0.98 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±0.8μs            | 135±2μs             |    0.98 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.7±0.5μs           | 71.4±1μs            |    0.98 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.3±0.6μs           | 76.8±0.8μs          |    0.98 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 945±7μs              | 956±5μs             |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±0.8μs            | 134±2μs             |    0.99 | import_iris.Iris.time_io                                                                    |
|          | 173±0.9μs            | 171±0.8μs           |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 211±2μs              | 206±1μs             |    0.98 | import_iris.Iris.time_iris                                                                  |
|          | 125±0.6μs            | 123±0.9μs           |    0.98 | import_iris.Iris.time_iterate                                                               |
|          | 8.03±0.1ms           | 7.98±0.04ms         |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.77±0.01ms          | 1.76±0.01ms         |    0.99 | import_iris.Iris.time_plot                                                                  |
|          | 216±2μs              | 214±2μs             |    0.99 | import_iris.Iris.time_quickplot                                                             |
|          | 2.14±0.03ms          | 2.16±0.02ms         |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.82±0.02ms          | 1.80±0.02ms         |    0.99 | import_iris.Iris.time_symbols                                                               |
|          | 141±6ms              | 141±7ms             |    1    | import_iris.Iris.time_tests                                                                 |
|          | 253±6μs              | 246±0.9μs           |    0.97 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.14±0.1ms           | 5.06±0.06ms         |    0.98 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 118±1μs              | 116±0.7μs           |    0.98 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.67±0.04ms          | 2.65±0.02ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 168±3μs              | 168±1μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.6±0.7μs           | 97.5±1μs            |    0.98 | import_iris.Iris.time_time                                                                  |
|          | 854±8μs              | 845±5μs             |    0.99 | import_iris.Iris.time_util                                                                  |
|          | 70.4±0.5μs           | 76.6±0.4μs          |    1.09 | iterate.IZip.time_izip                                                                      |
|          | 9.75±0.02ms          | 9.76±0.04ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 17.8±0.4ms           | 18.0±0.8ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.94±0.09ms          | 9.80±0.04ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.91±0.1ms           | 9.72±0.04ms         |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 15.1±0.1ms           | 15.4±0.5ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.87±0.08ms          | 9.77±0.04ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.45±0.02s           | 1.47±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 14.2±0.2ms           | 14.3±0.4ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.48±0.01s           | 1.49±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.45±0.01s           | 1.47±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 14.3±0.09ms          | 14.4±0.3ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.47±0.01s           | 1.49±0s             |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.17±0.03ms          | 5.18±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 13.8±0.2ms           | 14.2±0.2ms          |    1.03 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.18±0.07ms          | 5.18±0.08ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.17±0.04ms          | 5.16±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 14.0±0.09ms          | 14.0±0.2ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.17±0.1ms           | 5.16±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.9±1ms             | 22.4±0.6ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 26.4±0.4ms           | 28.2±0.8ms          |    1.07 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.9±0.6ms           | 12.2±1ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.2±0.6ms           | 28.0±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 94.6±1ms             | 95.5±0.7ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.5±1ms             | 28.2±2ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 586±4ms              | 591±6ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 5.25±0.07ms          | 5.31±0.4ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 586±3ms              | 591±7ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 592±5ms              | 589±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 5.32±0.07ms          | 5.32±0.1ms          |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 591±6ms              | 586±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.99±0.05ms          | 2.07±0.07ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 5.25±0.1ms           | 5.33±0.3ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.07±0.09ms          | 2.08±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.03±0.06ms          | 2.01±0.04ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 5.30±0.07ms          | 5.34±0.3ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.03±0.07ms          | 2.12±0.05ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 340±5ms              | 340±5ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 88.0±0.6ms           | 87.7±1ms            |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 9.88±0.07ms          | 9.90±0.06ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.97±0.07ms          | 9.90±0.09ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.49±0s              | 1.46±0.01s          |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.49±0.01s           | 1.48±0.02s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.24±0.04ms          | 5.20±0.1ms          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.21±0.05ms          | 5.17±0.06ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.78±0.06ms          | 8.77±0.02ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.52±0.03ms          | 5.43±0.03ms         |    0.98 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.45±0s              | 1.44±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 409±2ms              | 408±3ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.30±0.01ms          | 4.29±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.15±0.02ms          | 4.12±0.04ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 151±1ms              | 150±3ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 16.9±0.07ms          | 16.8±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 152±1ms              | 152±1ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.8±0.4ms           | 30.4±0.1ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 16.5±0.2ms           | 16.4±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.8±0.3ms           | 30.4±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 20.8±0.2ms           | 20.2±0.1ms          |    0.97 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 52.4±0.5ms           | 51.4±0.8ms          |    0.98 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 10.8±0.2ms           | 10.6±0.1ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 20.1±0.2ms           | 20.6±0.6ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 20.4±0.1ms           | 21.0±0.4ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 21.0±0.5ms           | 21.2±0.7ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 10.7±0.2ms           | 10.8±0.2ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 13.7±0.3ms           | 14.0±0.4ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.8±0.2ms           | 22.9±0.6ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 64.1±0.7ms           | 63.3±0.6ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 23.1±0.3ms           | 22.9±0.3ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 23.6±0.9ms           | 24.7±0.7ms          |    1.05 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 5.19±0.1ms           | 5.16±0.06ms         |    0.99 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 8.26±0.1ms           | 8.19±0.9ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 38.4±0.7ms           | 38.2±0.9ms          |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 783±4ms              | 787±7ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.33±0.03s           | 1.33±0.05s          |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 435±5ms              | 439±4ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±2M               | 110±2M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.9±2ms             | 31.1±2ms            |    0.92 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 358±4ns              | 367±3ns             |    1.03 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 207±2ms              | 227±2ms             |    1.09 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 772±0.5k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.6±0.2ms           | 18.6±0.4ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.8±0.2ms           | 21.5±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 172±0.5ms            | 171±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 644±5ms              | 656±3ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.49±0.02M           | 1.49±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.08M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 116±0.8ms            | 116±0.5ms           |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 581±3ms              | 601±6ms             |    1.03 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.41±0.03M           | 1.43±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.04M           | 96.4±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.48±0.04ms          | 6.46±0.08ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 84.6±1ms             | 77.8±4ms            |    0.92 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 106±6ms              | 106±1ms             |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 53.4±2ms             | 52.3±1ms            |    0.98 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.09M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 6.61±0.04ms          | 6.62±0.3ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 119±0.8ms            | 119±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 44.4±0.9ms           | 43.7±0.9ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 510±4ms              | 507±9ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 89.8±0.7ns           | 90.3±0.5ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 98.9±1ms             | 102±3ms             |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 89.6±0.9ns           | 91.2±1ns            |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 454±3ms              | 447±5ms             |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.3k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.86±0.2M            | 1.67±0.1M           |    0.89 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.4k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 191±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.0±0.3ms           | 38.6±0.5ms          |    0.99 | stats.PearsonR.time_lazy                                                                    |
|          | 8.90±0.2ms           | 9.19±0.2ms          |    1.03 | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.6M            | 29.5±0.7M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 27.0±0.6ms           | 26.9±0.7ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 63.6±0.9ms           | 63.2±0.9ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 20532868313

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⏱️ Performance Benchmark Report: 9cac75d

Performance shifts
| Change   | Before [ae9f446b]    | After [9cac75db]    |   Ratio | Benchmark (Parameter)                   |
|----------|----------------------|---------------------|---------|-----------------------------------------|
| -        | 1.33±0.02ms          | 559±6μs             |    0.42 | import_iris.Iris.time_third_party_numpy |
Full benchmark results

Benchmarks that have improved:

| Change   | Before [ae9f446b]    | After [9cac75db]    |   Ratio | Benchmark (Parameter)                   |
|----------|----------------------|---------------------|---------|-----------------------------------------|
| -        | 1.33±0.02ms          | 559±6μs             |    0.42 | import_iris.Iris.time_third_party_numpy |

Benchmarks that have stayed the same:

| Change   | Before [ae9f446b]    | After [9cac75db]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.3±0.4ms           | 20.4±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 53.6±1ms             | 53.4±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 33.4±0.3ms           | 34.2±0.5ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 186±2ms              | 187±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.2±0.2ms           | 22.0±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 33.5±0.4ms           | 33.1±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.0±0.2ms           | 22.1±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 33.0±0.5ms           | 33.3±0.5ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.2±0.3ms           | 20.0±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 45.5±1ms             | 46.3±1ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±1ms              | 128±0.4ms           | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 127±1ms              | 131±1ms             | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.0±0.2ms           | 21.1±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 49.4±1ms             | 49.5±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 22.4±0.2ms           | 22.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 58.8±1ms             | 58.3±2ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 19.8±0.3ms           | 20.0±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 46.1±0.7ms           | 46.1±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.06±0.01s           | 1.05±0.01s          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.05±0.01s           | 1.05±0.01s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 204±3ms              | 206±3ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 365±8ms              | 365±5ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.3±0.2ms           | 21.3±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 31.2±0.3ms           | 31.3±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.3±0.3ms           | 21.3±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.2±1ms             | 58.5±0.9ms          | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.3±0.2ms           | 22.3±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.6±1ms             | 61.8±0.8ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 21.9±0.1ms           | 22.0±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.8±1ms             | 58.5±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.71±0.1ms           | 7.67±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 23.7±0.4ms           | 23.5±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.3±0.2ms           | 19.3±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 145±0.9ms            | 146±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.10±0.06ms          | 8.08±0.09ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 21.8±0.5ms           | 21.8±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.95±0.06ms          | 8.10±0.08ms         | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 22.1±0.2ms           | 21.9±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.53±0.07ms          | 7.71±0.09ms         | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 22.4±0.3ms           | 22.6±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.0±0.2ms           | 24.5±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 35.8±0.5ms           | 37.3±0.4ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.85±0.1ms           | 7.93±0.09ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 22.5±0.2ms           | 22.9±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.70±0.05ms          | 8.86±0.08ms         | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 24.9±0.3ms           | 24.8±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.67±0.09ms          | 7.64±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 22.3±0.2ms           | 22.4±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 527±3ms              | 523±1ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 538±4ms              | 534±1ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.4±0.7ms           | 44.1±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 157±2ms              | 157±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.82±0.05ms          | 7.92±0.09ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 21.8±0.2ms           | 21.6±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.87±0.08ms          | 7.94±0.06ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 24.7±0.6ms           | 24.2±0.4ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.96±0.1ms           | 8.10±0.1ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 24.0±0.2ms           | 24.2±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.09±0.04ms          | 8.19±0.05ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 23.5±0.2ms           | 23.5±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 21.4±0.1ms           | 21.6±0.1ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.9±1ms             | 82.9±2ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.9±0.4ms           | 21.6±0.2ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.2±1ms             | 92.7±0.5ms          | 0.98    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.4±0.2ms           | 20.4±0.3ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 57.0±0.9ms           | 55.0±0.6ms          | 0.97    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.11±0.09ms          | 8.26±0.05ms         | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 29.0±0.4ms           | 28.7±0.6ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.93±0.1ms           | 8.06±0.1ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.8±0.6ms           | 30.2±0.7ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.71±0.08ms          | 7.85±0.09ms         | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 24.5±0.4ms           | 24.5±0.7ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 219±4ms              | 221±2ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 298±3ms              | 301±2ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.08±0.01ms          | 1.11±0.01ms         | 1.03    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 379±8μs              | 385±5μs             | 1.01    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.91±0.03ms          | 1.93±0.01ms         | 1.01    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.36±0.02ms          | 1.37±0.02ms         | 1.01    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.8±1ms             | 81.3±0.8ms          | 0.95    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.3±0.6ms           | 23.9±0.4ms          | 0.99    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 99.9±2ms             | 97.3±1ms            | 0.97    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.3±0.1μs           | 16.2±0.1μs          | 0.99    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 90.2±1ms             | 86.6±1ms            | 0.96    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.9±0.4ms           | 27.5±0.5ms          | 0.98    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 103±2ms              | 99.8±2ms            | 0.97    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.0±0.3μs           | 16.2±0.1μs          | 1.01    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 191±1ms              | 188±1ms             | 0.98    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 78.4±0.9ms           | 78.3±0.6ms          | 1.00    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 221±2ms              | 216±1ms             | 0.98    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 49.8±0.4μs           | 50.3±0.5μs          | 1.01    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 288±2ms              | 283±1ms             | 0.98    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 172±2ms              | 172±1ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 314±2ms              | 311±0.8ms           | 0.99    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 352±3μs              | 367±5μs             | 1.04    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 803±20μs             | 802±5μs             | 1.00    | import_iris.Iris.time__concatenate                                                          |
|          | 184±2μs              | 184±4μs             | 1.00    | import_iris.Iris.time__constraints                                                          |
|          | 113±3μs              | 112±0.7μs           | 0.99    | import_iris.Iris.time__data_manager                                                         |
|          | 91.2±1μs             | 91.8±0.7μs          | 1.01    | import_iris.Iris.time__deprecation                                                          |
|          | 163±2μs              | 162±2μs             | 0.99    | import_iris.Iris.time__lazy_data                                                            |
|          | 900±4μs              | 894±8μs             | 0.99    | import_iris.Iris.time__merge                                                                |
|          | 72.4±0.4μs           | 73.0±0.7μs          | 1.01    | import_iris.Iris.time__representation                                                       |
|          | 606±4μs              | 603±5μs             | 1.00    | import_iris.Iris.time_analysis                                                              |
|          | 142±3μs              | 140±3μs             | 0.99    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±5μs              | 106±4μs             | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 246±2μs              | 243±4μs             | 0.99    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 190±2μs              | 189±3μs             | 0.99    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±0.9μs            | 110±1μs             | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 137±3μs              | 138±1μs             | 1.00    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 321±4μs              | 319±5μs             | 0.99    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.3±0.3μs           | 89.9±2μs            | 0.99    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 210±2μs              | 210±3μs             | 1.00    | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.6±2μs             | 95.5±1μs            | 1.01    | import_iris.Iris.time_analysis_stats                                                        |
|          | 176±4μs              | 174±4μs             | 0.99    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 319±10μs             | 314±3μs             | 0.99    | import_iris.Iris.time_aux_factory                                                           |
|          | 80.5±1μs             | 79.4±0.9μs          | 0.99    | import_iris.Iris.time_common                                                                |
|          | 160±0.8μs            | 157±0.8μs           | 0.98    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.34±0.01ms          | 1.33±0.01ms         | 0.99    | import_iris.Iris.time_common_metadata                                                       |
|          | 168±5μs              | 165±4μs             | 0.98    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.15±0ms             | 1.13±0ms            | 0.99    | import_iris.Iris.time_common_resolve                                                        |
|          | 198±3μs              | 194±1μs             | 0.98    | import_iris.Iris.time_config                                                                |
|          | 125±5μs              | 127±5μs             | 1.01    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 381±8μs              | 375±4μs             | 0.98    | import_iris.Iris.time_coord_systems                                                         |
|          | 763±5μs              | 757±9μs             | 0.99    | import_iris.Iris.time_coords                                                                |
|          | 704±3μs              | 695±9μs             | 0.99    | import_iris.Iris.time_cube                                                                  |
|          | 258±2μs              | 257±3μs             | 1.00    | import_iris.Iris.time_exceptions                                                            |
|          | 73.5±0.6μs           | 72.9±0.5μs          | 0.99    | import_iris.Iris.time_experimental                                                          |
|          | 175±3μs              | 176±2μs             | 1.01    | import_iris.Iris.time_fileformats                                                           |
|          | 252±4μs              | 253±2μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.57±0ms             | 2.58±0.01ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 77.3±2μs             | 74.9±0.6μs          | 0.97    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 113±1μs              | 112±1μs             | 0.99    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 438±6μs              | 435±4μs             | 0.99    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.67±0.03ms          | 4.70±0.03ms         | 1.01    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.8±1μs             | 71.9±0.2μs          | 1.00    | import_iris.Iris.time_fileformats_name                                                      |
|          | 248±4μs              | 249±1μs             | 1.01    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±1μs              | 113±1μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 119±3μs              | 120±1μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 207±7μs              | 208±2μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 787±9μs              | 791±6μs             | 1.01    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 175±6μs              | 178±3μs             | 1.02    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±5μs              | 139±2μs             | 1.04    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 537±4μs              | 552±10μs            | 1.03    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 219±2μs              | 218±7μs             | 0.99    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.1±2μs             | 80.2±0.7μs          | 1.01    | import_iris.Iris.time_fileformats_um                                                        |
|          | 157±6μs              | 155±6μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±3μs              | 137±2μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 71.5±1μs             | 71.5±0.5μs          | 1.00    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 76.7±2μs             | 77.6±0.3μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 943±6μs              | 949±7μs             | 1.01    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 139±4μs              | 135±1μs             | 0.97    | import_iris.Iris.time_io                                                                    |
|          | 174±1μs              | 174±0.7μs           | 1.00    | import_iris.Iris.time_io_format_picker                                                      |
|          | 207±3μs              | 209±2μs             | 1.01    | import_iris.Iris.time_iris                                                                  |
|          | 124±2μs              | 126±3μs             | 1.02    | import_iris.Iris.time_iterate                                                               |
|          | 8.09±0.2ms           | 7.96±0.02ms         | 0.98    | import_iris.Iris.time_palette                                                               |
|          | 1.77±0.02ms          | 1.77±0.01ms         | 1.00    | import_iris.Iris.time_plot                                                                  |
|          | 216±4μs              | 216±4μs             | 1.00    | import_iris.Iris.time_quickplot                                                             |
|          | 2.13±0.03ms          | 2.17±0.05ms         | 1.02    | import_iris.Iris.time_std_names                                                             |
|          | 1.79±0.03ms          | 1.82±0.01ms         | 1.02    | import_iris.Iris.time_symbols                                                               |
|          | 21.2±0.9ms           | 21.3±0.8ms          | 1.00    | import_iris.Iris.time_tests                                                                 |
|          | 248±4μs              | 250±2μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.07±0.02ms          | 5.10±0.04ms         | 1.01    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 115±2μs              | 117±2μs             | 1.02    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.65±0.02ms          | 2.65±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 165±2μs              | 165±1μs             | 1.00    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 96.8±0.9μs           | 98.4±0.9μs          | 1.02    | import_iris.Iris.time_time                                                                  |
|          | 848±5μs              | 853±5μs             | 1.01    | import_iris.Iris.time_util                                                                  |
|          | 69.2±0.5μs           | 78.0±1μs            | 1.13    | iterate.IZip.time_izip                                                                      |
|          | 9.76±0.07ms          | 9.72±0.05ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 18.8±0.2ms           | 18.7±0.3ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.88±0.05ms          | 9.83±0.07ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.71±0.03ms          | 9.70±0.08ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 15.4±0.2ms           | 15.4±0.07ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.74±0.1ms           | 9.78±0.1ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.49±0.01s           | 1.48±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 14.3±0.09ms          | 14.3±0.06ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.47±0.03s           | 1.48±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.47±0.01s           | 1.47±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 14.2±0.1ms           | 14.3±0.05ms         | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.49±0.01s           | 1.48±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.25±0.03ms          | 5.18±0.1ms          | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 14.0±0.2ms           | 14.1±0.08ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.14±0.02ms          | 5.18±0.02ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.16±0.1ms           | 5.19±0.04ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 13.9±0.1ms           | 14.0±0.07ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.12±0.1ms           | 5.16±0.05ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.8±2ms             | 22.9±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 26.4±0.4ms           | 27.5±0.8ms          | 1.04    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.7±1ms             | 12.4±1ms            | 1.06    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.0±1ms             | 29.2±1ms            | 1.04    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 94.7±1ms             | 94.7±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.0±1ms             | 27.6±1ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 589±2ms              | 589±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 5.31±0.2ms           | 5.29±0.1ms          | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 590±2ms              | 589±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 600±2ms              | 594±1ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 5.35±0.09ms          | 5.41±0.1ms          | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 597±2ms              | 595±5ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.98±0.02ms          | 1.98±0.05ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 5.45±0.1ms           | 5.24±0.05ms         | 0.96    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.00±0.06ms          | 2.04±0.08ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.06±0.07ms          | 2.06±0.06ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 5.34±0.1ms           | 5.39±0.06ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.08±0.04ms          | 2.04±0.05ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 334±2ms              | 338±4ms             | 1.01    | load.ManyCubes.time_many_cube_load                                                          |
|          | 87.3±0.8ms           | 89.6±1ms            | 1.03    | load.ManyVars.time_many_var_load                                                            |
|          | 9.87±0.2ms           | 9.82±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.92±0.2ms           | 9.82±0.06ms         | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.48±0.02s           | 1.48±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.51±0s              | 1.50±0.02s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.24±0.03ms          | 5.21±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.23±0.07ms          | 5.19±0.1ms          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.90±0.1ms           | 8.78±0.04ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.51±0.04ms          | 5.46±0.02ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.49±0.01s           | 1.46±0.01s          | 0.98    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 413±3ms              | 410±2ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.32±0.05ms          | 4.32±0.01ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.14±0.02ms          | 4.11±0.01ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 151±0.7ms            | 150±1ms             | 1.00    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 17.0±0.2ms           | 17.0±0.09ms         | 1.00    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 153±2ms              | 153±1ms             | 1.00    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.4±0.3ms           | 30.6±0.3ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 16.7±0.1ms           | 16.6±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.8±0.09ms          | 30.6±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 20.6±0.3ms           | 20.6±0.4ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 53.1±0.7ms           | 51.6±0.5ms          | 0.97    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 10.8±0.4ms           | 10.7±0.2ms          | 0.99    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 20.1±0.2ms           | 20.4±0.2ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 20.8±0.3ms           | 20.7±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 21.1±0.3ms           | 21.1±0.4ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 10.9±0.2ms           | 10.7±0.2ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 13.4±0.3ms           | 13.6±0.2ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.8±0.4ms           | 22.8±0.3ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 64.5±0.6ms           | 64.6±0.4ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 22.6±0.2ms           | 22.8±0.5ms          | 1.01    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 24.9±0.6ms           | 24.6±0.5ms          | 0.99    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 5.24±0.1ms           | 5.26±0.1ms          | 1.00    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 8.51±0.1ms           | 6.91±1ms            | ~0.81   | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 38.1±0.9ms           | 37.8±1ms            | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 779±6ms              | 779±3ms             | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.34±0.03s           | 1.38±0.03s          | 1.03    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 436±6ms              | 433±7ms             | 0.99    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±2M               | 110±2M              | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 32.8±2ms             | 32.8±1ms            | 1.00    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 357±0.7ns            | 355±2ns             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 207±1ms              | 226±2ms             | 1.09    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.4k             | 772±0.5k            | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.5±0.3ms           | 18.5±0.3ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.3±0.6ms           | 21.6±0.6ms          | 0.97    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 172±2ms              | 173±0.4ms           | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 646±4ms              | 667±2ms             | 1.03    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.48±0.03M           | 1.5±0.02M           | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 118±0.8ms            | 117±0.6ms           | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 590±6ms              | 610±4ms             | 1.03    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.01M           | 1.43±0.04M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.5±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.50±0.04ms          | 6.40±0.02ms         | 0.98    | plot.AuxSort.time_aux_sort                                                                  |
|          | 87.1±1ms             | 77.8±4ms            | 0.89    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±7ms              | 106±6ms             | 1.01    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 56.4±2ms             | 52.7±4ms            | 0.93    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.1M            | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 6.64±0.03ms          | 6.66±0.02ms         | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 120±0.9ms            | 120±0.6ms           | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 44.9±1ms             | 44.1±0.4ms          | 0.98    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 524±2ms              | 521±1ms             | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 90.2±0.7ns           | 90.9±3ns            | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 100±0.4ms            | 101±0.6ms           | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 90.6±0.5ns           | 90.4±3ns            | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 467±2ms              | 460±3ms             | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.9±0.4k            | 31.7±0.4k           | 0.99    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.87±0.1M            | 1.9±0.1M            | 1.02    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.8±0.3k            | 31.7±0.5k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 225±20M             | 1.08    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.8±0.4ms           | 38.6±0.2ms          | 0.99    | stats.PearsonR.time_lazy                                                                    |
|          | 8.99±0.2ms           | 8.99±0.1ms          | 1.00    | stats.PearsonR.time_real                                                                    |
|          | 29.5±0.7M            | 29.9±1M             | 1.01    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 27.2±0.4ms           | 27.3±0.2ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 63.6±0.6ms           | 63.3±0.7ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 20532868325

@trexfeathers
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Replaced by #6876

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