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[CI Bot] environment lockfiles auto-update #6215

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@scitools-ci scitools-ci bot commented Nov 2, 2024

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 Nov 2, 2024
@github-actions github-actions bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Nov 2, 2024
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github-actions bot commented Nov 2, 2024

⏱️ Performance Benchmark Report: 36c215d

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [7bca716b]    | After [36c215dd]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 59.8±0.9ms           | 59.9±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 60.9±0.9ms           | 60.4±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 212±2ms              | 212±3ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 213±2ms              | 214±4ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 38.7±0.4ms           | 38.6±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 39.1±0.2ms           | 39.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 38.5±0.3ms           | 38.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 39.5±0.3ms           | 39.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 51.2±0.9ms           | 51.4±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 52.0±0.9ms           | 52.2±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 136±1ms              | 136±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 138±2ms              | 136±1ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 56.7±0.6ms           | 57.0±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 57.9±0.6ms           | 57.8±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 38.9±0.4ms           | 38.4±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 39.5±0.4ms           | 39.3±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 51.2±0.7ms           | 51.3±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 52.0±0.8ms           | 51.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.09±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.09±0.01s           | 1.10±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 498±10ms             | 491±20ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 508±10ms             | 494±20ms            |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 36.9±0.5ms           | 37.0±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 37.8±0.6ms           | 38.0±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 68.2±0.4ms           | 69.3±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 69.2±0.6ms           | 69.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 70.2±0.9ms           | 70.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 71.6±0.9ms           | 71.7±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 66.3±0.5ms           | 66.1±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 66.8±0.9ms           | 67.2±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 25.5±0.3ms           | 26.0±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 30.0±0.4ms           | 30.2±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 148±1ms              | 149±0.8ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 163±1ms              | 164±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 23.8±0.3ms           | 23.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 28.2±0.4ms           | 27.8±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 23.5±0.2ms           | 24.0±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 27.8±0.3ms           | 28.2±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 24.3±0.3ms           | 24.7±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 28.7±0.4ms           | 29.1±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 38.0±0.7ms           | 38.4±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 41.7±0.7ms           | 42.3±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 24.8±0.4ms           | 25.2±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 29.0±0.3ms           | 29.6±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 24.7±0.5ms           | 24.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 29.1±0.3ms           | 29.2±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 24.3±0.2ms           | 24.4±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 28.3±0.3ms           | 28.4±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 543±3ms              | 544±6ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 547±4ms              | 547±5ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 163±0.6ms            | 164±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 182±1ms              | 183±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 23.2±0.2ms           | 23.3±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 27.6±0.3ms           | 27.5±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 26.8±0.4ms           | 26.6±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 31.2±0.4ms           | 31.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 26.3±0.3ms           | 26.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 30.6±0.3ms           | 30.6±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 25.8±0.3ms           | 26.0±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 29.9±0.6ms           | 30.1±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 94.2±0.9ms           | 94.5±0.9ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 94.0±0.9ms           | 93.9±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 106±1ms              | 108±1ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 107±0.6ms            | 108±1ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 64.2±0.8ms           | 64.0±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 64.2±0.4ms           | 65.1±0.9ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 31.0±0.6ms           | 31.2±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 34.9±0.4ms           | 35.2±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 32.7±0.9ms           | 33.1±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 36.9±0.7ms           | 37.1±0.9ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 26.6±0.3ms           | 26.7±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 30.7±0.3ms           | 30.9±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 334±2ms              | 337±5ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 353±3ms              | 353±4ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.12±0.01ms          | 1.11±0.01ms         |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 397±4μs              | 396±3μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 946±10μs             | 963±10μs            |    1.02 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 576±7μs              | 580±7μs             |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 235±3ms              | 237±3ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 128±1ms              | 127±2ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 259±1ms              | 260±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.5±0.2μs           | 16.5±0.2μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 336±3ms              | 332±3ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 229±3ms              | 230±3ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 364±3ms              | 362±2ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.8±0.2μs           | 16.6±0.3μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 236±2ms              | 235±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 127±1ms              | 127±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 262±2ms              | 260±3ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.8±0.9μs           | 52.8±0.4μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 337±2ms              | 336±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 230±4ms              | 229±1ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 362±2ms              | 363±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.6±0.8μs           | 54.6±0.6μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 796±7μs              | 794±8μs             |    1    | import_iris.Iris.time__concatenate                                                          |
|          | 181±1μs              | 181±2μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 109±2μs              | 110±2μs             |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 93.8±0.8μs           | 93.5±0.7μs          |    1    | import_iris.Iris.time__deprecation                                                          |
|          | 137±1μs              | 137±0.8μs           |    1    | import_iris.Iris.time__lazy_data                                                            |
|          | 913±7μs              | 924±10μs            |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 77.7±0.6μs           | 77.9±0.3μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 591±7μs              | 598±10μs            |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 140±1μs              | 142±1μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 110±0.6μs            | 109±0.9μs           |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 243±2μs              | 246±4μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±2μs              | 190±4μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±1μs              | 112±0.7μs           |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 139±1μs              | 139±2μs             |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 334±5μs              | 337±5μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 94.7±0.6μs           | 95.2±0.5μs          |    1.01 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 218±0.8μs            | 217±3μs             |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 97.8±1μs             | 97.7±0.9μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 174±2μs              | 176±4μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 308±5μs              | 306±6μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 84.9±1μs             | 84.9±0.3μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 162±2μs              | 163±1μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.35±0.03ms          | 1.34±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 139±1μs              | 139±1μs             |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.20±0.01ms          | 1.20±0.01ms         |    1.01 | import_iris.Iris.time_common_resolve                                                        |
|          | 198±2μs              | 198±2μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 125±1μs              | 126±1μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 366±4μs              | 370±9μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 751±5μs              | 757±6μs             |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 654±5μs              | 660±6μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 226±3μs              | 227±0.9μs           |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 77.1±0.7μs           | 77.8±0.3μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 186±2μs              | 184±1μs             |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 251±3μs              | 258±2μs             |    1.03 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.74±0.01ms          | 2.74±0.01ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 79.2±0.8μs           | 80.3±1μs            |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 115±0.7μs            | 115±1μs             |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 413±4μs              | 416±6μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 5.30±0.04ms          | 5.35±0.06ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 76.3±1μs             | 75.1±0.8μs          |    0.98 | import_iris.Iris.time_fileformats_name                                                      |
|          | 258±2μs              | 259±2μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 121±1μs              | 120±0.7μs           |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 124±4μs              | 124±1μs             |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 212±3μs              | 211±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 794±5μs              | 790±10μs            |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 184±3μs              | 184±2μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±2μs              | 138±2μs             |    1.02 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 550±5μs              | 550±4μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 221±4μs              | 220±2μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 84.3±0.6μs           | 83.4±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 161±2μs              | 162±1μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±0.7μs            | 138±0.8μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 76.3±0.8μs           | 76.6±0.6μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 83.7±2μs             | 84.2±2μs            |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 1.00±0.02ms          | 999±7μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 141±2μs              | 138±2μs             |    0.98 | import_iris.Iris.time_io                                                                    |
|          | 174±2μs              | 176±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 287±2μs              | 286±3μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 127±1μs              | 128±1μs             |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 8.29±0.04ms          | 8.26±0.05ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.90±0.01ms          | 1.90±0.01ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 106±0.6μs            | 104±2μs             |    0.98 | import_iris.Iris.time_quickplot                                                             |
|          | 2.21±0.04ms          | 2.25±0.02ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.79±0.02ms          | 1.76±0.03ms         |    0.99 | import_iris.Iris.time_symbols                                                               |
|          | 34.9±1ms             | 35.0±0.9ms          |    1    | import_iris.Iris.time_tests                                                                 |
|          | 258±2μs              | 257±2μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.76±0.03ms          | 4.74±0.02ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 120±1μs              | 119±0.7μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.81±0.01ms          | 2.84±0.03ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.54±0ms             | 1.55±0ms            |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 171±1μs              | 171±0.7μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 101±1μs              | 101±2μs             |    1    | import_iris.Iris.time_time                                                                  |
|          | 327±4μs              | 331±4μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 72.6±1μs             | 72.7±0.9μs          |    1    | iterate.IZip.time_izip                                                                      |
|          | 9.89±0.1ms           | 9.89±0.08ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 26.7±0.1ms           | 26.7±0.3ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.0±0.1ms           | 9.83±0.05ms         |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.82±0.1ms           | 9.74±0.06ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 22.4±0.4ms           | 22.4±0.08ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.1±0.1ms           | 9.88±0.03ms         |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.55±0.02s           | 1.52±0.01s          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 22.4±0.3ms           | 22.6±0.3ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.57±0.01s           | 1.55±0s             |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.57±0.01s           | 1.53±0.01s          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 22.4±0.2ms           | 22.5±0.1ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.58±0.01s           | 1.55±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.02±0.06ms          | 5.07±0.04ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 20.8±0.2ms           | 20.8±0.06ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.06±0.07ms          | 5.06±0.05ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.05±0.04ms          | 5.05±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 20.8±0.08ms          | 20.9±0.07ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.05±0.04ms          | 5.04±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 24.6±3ms             | 25.4±3ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 19.7±0.2ms           | 19.8±0.4ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 13.2±1ms             | 13.4±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.5±2ms             | 26.5±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 79.6±0.6ms           | 79.6±0.6ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 25.4±1ms             | 25.9±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 481±3ms              | 482±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.85±0.08ms          | 2.78±0.08ms         |    0.97 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 487±4ms              | 481±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 496±3ms              | 491±4ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.89±0.09ms          | 2.92±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 496±2ms              | 491±3ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.71±0.06ms          | 1.65±0.08ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.77±0.05ms          | 2.80±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.64±0.08ms          | 1.67±0.08ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.70±0.08ms          | 1.73±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.87±0.07ms          | 2.84±0.08ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.71±0.08ms          | 1.68±0.06ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 358±2ms              | 361±2ms             |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 10.00±0.07ms         | 9.94±0.04ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.0±0.1ms           | 10.1±0.07ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.56±0.01s           | 1.55±0.02s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.58±0.01s           | 1.57±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.10±0.04ms          | 5.12±0.06ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.08±0.05ms          | 5.09±0.04ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.18±0.2ms           | 9.06±0.2ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.91±0.07ms          | 5.83±0.06ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.56±0.01s           | 1.54±0.03s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 533±10ms             | 533±6ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.37±0.07ms          | 4.27±0.02ms         |    0.98 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.15±0.03ms          | 4.12±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 165±0.7ms            | 162±1ms             |    0.98 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 24.1±0.2ms           | 24.2±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 167±3ms              | 164±2ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.6±0.3ms           | 31.9±0.3ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 23.7±0.1ms           | 23.9±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.9±0.3ms           | 32.5±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.1±0.2ms           | 19.2±0.4ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 54.6±0.6ms           | 56.2±0.6ms          |    1.03 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 14.7±0.3ms           | 14.8±0.2ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 25.3±1ms             | 24.9±0.7ms          |    0.98 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.0±0.2ms           | 19.5±0.2ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 23.4±0.4ms           | 23.2±0.3ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 14.7±0.3ms           | 14.7±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 19.3±0.3ms           | 19.1±0.4ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 20.0±0.1ms           | 20.3±0.3ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 65.2±0.6ms           | 65.2±0.8ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 20.0±0.2ms           | 20.3±0.3ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 25.3±0.3ms           | 24.9±0.3ms          |    0.98 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.85±0.08ms          | 2.75±0.1ms          |    0.97 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.72±0.08ms          | 4.67±0.1ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.4±1ms             | 34.6±0.9ms          |    0.98 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 770±6ms              | 786±7ms             |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 425±5ms              | 429±5ms             |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 429±4ms              | 428±5ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.3M             | 109±0.4M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.3M             | 109±0.4M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 56.6±0.4ms           | 56.9±0.5ms          |    1    | merge_concat.Merge.time_merge                                                               |
|          | 1.62±0.4M            | 1.61±0.4M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 479±10ns             | 461±3ns             |    0.96 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 215±1ms              | 215±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 658±0.6k             | 658±1k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.9±0.3ms           | 16.8±0.5ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.0±0.8ms           | 18.7±0.4ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 808±0.9k             | 808±1k              |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 12.7±0M              | 12.7±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 119±2ms              | 118±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 679±9ms              | 672±7ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.2±0.02M            | 1.2±0.01M           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.2±0.04M           | 96.3±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 77.3±1ms             | 77.7±0.8ms          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 623±5ms              | 626±6ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.17±0.02M           | 1.17±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.01M           | 96.2±0.01M          |    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)                 |
|          | 6.45±0.03ms          | 6.51±0.09ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 78.6±4ms             | 80.3±1ms            |    1.02 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 100±0.6ms            | 99.9±1ms            |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 48.4±5ms             | 49.7±2ms            |    1.03 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.03M            | 106±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.02M            | 147±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.43±0.03ms          | 4.52±0.05ms         |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 79.9±0.4ms           | 80.1±0.7ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 52.2±1ms             | 52.3±0.9ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 579±5ms              | 577±3ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 90.8±0.8ns           | 90.8±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.0±0.6ms           | 62.0±0.7ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 90.2±2ns             | 90.4±2ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 511±4ms              | 510±3ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 28.9±0.06k           | 28.9±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.7±0.2M             | 1.62±0.1M           |    0.96 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 28.9±0.06k           | 28.9±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 225±30M             |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 42.2±0.4ms           | 42.2±0.4ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 8.97±0.2ms           | 8.83±0.4ms          |    0.98 | stats.PearsonR.time_real                                                                    |
|          | 24.5±0.7M            | 24.6±2M             |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.2±1ms             | 22.4±1ms            |    0.96 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.7±0.7ms           | 60.7±0.5ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 23.3±0.01M           | 23.3±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.03M           | 12.1±0.03M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 11638087339

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github-actions bot commented Nov 2, 2024

⏱️ Performance Benchmark Report: 36c215d

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [7bca716b]    | After [36c215dd]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 59.9±0.9ms           | 60.0±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 60.8±1ms             | 61.3±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 215±4ms              | 213±3ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 214±5ms              | 215±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 38.7±1ms             | 38.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 40.1±1ms             | 39.5±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 39.6±0.6ms           | 38.9±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 40.6±1ms             | 39.9±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 51.5±1ms             | 51.3±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 52.4±0.7ms           | 52.1±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 137±1ms              | 137±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 138±2ms              | 138±0.9ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 56.9±1ms             | 57.1±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 57.4±0.9ms           | 57.4±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 38.6±0.5ms           | 38.5±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 39.2±1ms             | 39.8±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 52.0±0.8ms           | 51.7±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 52.6±0.7ms           | 52.3±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.02s           | 1.09±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.09±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 501±20ms             | 510±10ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 514±10ms             | 507±20ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 37.3±0.6ms           | 37.6±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 38.1±0.6ms           | 38.0±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 68.5±0.7ms           | 68.4±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 70.5±2ms             | 69.4±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 71.3±1ms             | 70.6±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 73.1±1ms             | 71.5±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 67.3±2ms             | 66.4±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 68.3±1ms             | 66.9±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 25.9±0.5ms           | 25.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 29.9±0.7ms           | 30.0±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 150±3ms              | 148±1ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 164±2ms              | 163±0.6ms           |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 24.0±0.3ms           | 23.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 28.3±1ms             | 27.6±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 23.7±0.3ms           | 23.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 27.9±0.5ms           | 27.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 25.0±0.6ms           | 24.3±0.3ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 28.5±0.8ms           | 28.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 38.7±1ms             | 38.3±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 42.6±1ms             | 42.3±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 25.0±1ms             | 25.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 29.3±0.6ms           | 29.4±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 25.3±0.3ms           | 25.5±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 29.3±0.4ms           | 29.3±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 24.4±0.3ms           | 24.5±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 28.6±0.3ms           | 28.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 542±5ms              | 546±5ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 547±4ms              | 553±5ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 164±3ms              | 162±1ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 182±3ms              | 182±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 23.6±0.4ms           | 23.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 27.7±0.4ms           | 28.2±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 27.0±0.6ms           | 26.9±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 31.2±0.6ms           | 31.5±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 26.5±0.7ms           | 26.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 30.5±0.4ms           | 30.8±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 25.8±0.8ms           | 26.1±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 29.8±0.7ms           | 29.9±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 93.8±1ms             | 94.1±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 95.2±1ms             | 95.3±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 108±2ms              | 107±0.7ms           |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 108±1ms              | 108±1ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 63.8±0.5ms           | 64.2±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 64.8±0.9ms           | 64.9±0.9ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 31.4±1ms             | 31.2±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 35.0±0.6ms           | 35.4±0.9ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 33.0±1ms             | 33.2±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 36.8±0.7ms           | 36.8±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 26.8±0.4ms           | 27.0±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 31.3±0.7ms           | 31.2±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 339±6ms              | 337±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 353±4ms              | 351±4ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.11±0.01ms          | 1.12±0.03ms         |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 398±3μs              | 402±9μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 960±8μs              | 951±10μs            |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 568±7μs              | 572±6μs             |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 240±3ms              | 239±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 128±3ms              | 128±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 264±5ms              | 265±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.5±0.3μs           | 16.7±0.2μs          |    1.01 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 342±6ms              | 339±2ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 228±3ms              | 228±2ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 366±8ms              | 368±3ms             |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.0±0.3μs           | 17.1±0.3μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 241±3ms              | 239±3ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 128±2ms              | 128±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 270±4ms              | 266±3ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.9±0.8μs           | 52.8±0.4μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 347±10ms             | 342±5ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 232±6ms              | 230±3ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 374±5ms              | 369±5ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.2±0.7μs           | 55.2±0.7μs          |    1.02 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 802±10μs             | 799±10μs            |    1    | import_iris.Iris.time__concatenate                                                          |
|          | 188±6μs              | 181±1μs             |    0.96 | import_iris.Iris.time__constraints                                                          |
|          | 112±2μs              | 109±0.6μs           |    0.98 | import_iris.Iris.time__data_manager                                                         |
|          | 96.4±2μs             | 95.3±1μs            |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 138±1μs              | 137±0.7μs           |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 921±10μs             | 918±8μs             |    1    | import_iris.Iris.time__merge                                                                |
|          | 79.4±0.7μs           | 77.5±0.7μs          |    0.98 | import_iris.Iris.time__representation                                                       |
|          | 597±7μs              | 590±6μs             |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 141±2μs              | 142±2μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 112±2μs              | 108±0.7μs           |    0.96 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 243±3μs              | 244±4μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 192±3μs              | 190±2μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 112±2μs              | 111±1μs             |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 140±2μs              | 137±2μs             |    0.98 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 336±3μs              | 338±4μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 95.7±1μs             | 95.0±0.7μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 217±2μs              | 222±4μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                        |
|          | 98.2±2μs             | 98.1±1μs            |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 179±2μs              | 173±2μs             |    0.96 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 304±7μs              | 306±3μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 84.2±1μs             | 85.4±1μs            |    1.01 | import_iris.Iris.time_common                                                                |
|          | 164±3μs              | 163±3μs             |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.35±0.02ms          | 1.36±0.02ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 140±3μs              | 140±1μs             |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.21±0.02ms          | 1.20±0.01ms         |    0.99 | import_iris.Iris.time_common_resolve                                                        |
|          | 201±2μs              | 198±1μs             |    0.99 | import_iris.Iris.time_config                                                                |
|          | 125±2μs              | 123±1μs             |    0.99 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 366±10μs             | 363±5μs             |    0.99 | import_iris.Iris.time_coord_systems                                                         |
|          | 753±20μs             | 751±4μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 658±10μs             | 652±5μs             |    0.99 | import_iris.Iris.time_cube                                                                  |
|          | 228±3μs              | 225±1μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 78.9±0.9μs           | 77.8±0.6μs          |    0.99 | import_iris.Iris.time_experimental                                                          |
|          | 185±1μs              | 184±1μs             |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 254±4μs              | 249±2μs             |    0.98 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.72±0.02ms          | 2.73±0.01ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 80.1±1μs             | 79.3±0.4μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 115±2μs              | 114±0.9μs           |    0.99 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 411±8μs              | 406±4μs             |    0.99 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 5.31±0.2ms           | 5.30±0.01ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 75.1±0.7μs           | 75.0±1μs            |    1    | import_iris.Iris.time_fileformats_name                                                      |
|          | 259±3μs              | 258±2μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 120±0.9μs            | 119±0.7μs           |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 124±2μs              | 123±0.7μs           |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 210±2μs              | 209±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 799±20μs             | 787±4μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 181±2μs              | 187±5μs             |    1.03 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±3μs              | 134±0.6μs           |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 547±7μs              | 549±4μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 218±2μs              | 219±1μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 83.8±0.9μs           | 84.8±2μs            |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 163±1μs              | 161±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 141±2μs              | 138±0.5μs           |    0.98 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 76.8±1μs             | 76.6±0.6μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 83.0±0.8μs           | 82.1±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 1.01±0.01ms          | 1.00±0.01ms         |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±2μs              | 137±2μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 177±2μs              | 173±2μs             |    0.98 | import_iris.Iris.time_io_format_picker                                                      |
|          | 289±2μs              | 289±2μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 129±2μs              | 127±0.8μs           |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 8.29±0.1ms           | 8.25±0.1ms          |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.97±0.05ms          | 1.91±0.01ms         |    0.97 | import_iris.Iris.time_plot                                                                  |
|          | 106±1μs              | 106±1μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.24±0.04ms          | 2.23±0.01ms         |    1    | import_iris.Iris.time_std_names                                                             |
|          | 1.77±0.02ms          | 1.75±0.01ms         |    0.99 | import_iris.Iris.time_symbols                                                               |
|          | 15.8±0.9ms           | 16.6±1ms            |    1.05 | import_iris.Iris.time_tests                                                                 |
|          | 255±2μs              | 261±2μs             |    1.02 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.76±0.07ms          | 4.82±0.05ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±2μs              | 120±0.6μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.82±0.02ms          | 2.82±0.02ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.54±0.01ms          | 1.54±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 171±2μs              | 172±0.9μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 101±1μs              | 99.7±1μs            |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 328±4μs              | 328±3μs             |    1    | import_iris.Iris.time_util                                                                  |
|          | 71.5±1μs             | 72.0±1μs            |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 9.73±0.1ms           | 9.85±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 27.2±0.6ms           | 26.9±0.5ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.80±0.1ms           | 9.90±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.89±0.2ms           | 9.79±0.05ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 22.6±0.5ms           | 22.4±0.3ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.83±0.09ms          | 9.85±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.53±0.01s           | 1.54±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 22.2±0.2ms           | 22.7±0.7ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.54±0.01s           | 1.58±0.02s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.52±0.02s           | 1.53±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 22.3±0.2ms           | 22.4±0.3ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.53±0.01s           | 1.56±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.06±0.1ms           | 5.03±0.04ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 20.7±0.3ms           | 20.8±0.4ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.02±0.07ms          | 5.03±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.09±0.04ms          | 5.05±0.03ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 20.8±0.3ms           | 21.0±0.2ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.05±0.04ms          | 5.00±0.02ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 26.5±3ms             | 25.8±0.4ms          |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 20.6±0.5ms           | 20.5±0.6ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 13.4±1ms             | 14.0±2ms            |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.6±0.9ms           | 26.8±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 80.4±0.7ms           | 80.4±0.9ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 25.9±2ms             | 26.0±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 479±5ms              | 489±6ms             |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.92±0.04ms          | 2.97±0.07ms         |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 481±2ms              | 489±5ms             |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 499±7ms              | 498±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.01±0.1ms           | 3.11±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 490±3ms              | 500±3ms             |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.70±0.05ms          | 1.72±0.04ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.85±0.1ms           | 3.08±0.2ms          |    1.08 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.68±0.04ms          | 1.70±0.06ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.74±0.08ms          | 1.78±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.98±0.1ms           | 3.04±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.71±0.1ms           | 1.76±0.08ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 363±3ms              | 362±2ms             |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 9.87±0.06ms          | 9.87±0.04ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.94±0.03ms          | 10.1±0.04ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.53±0.01s           | 1.55±0.01s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.55±0.02s           | 1.58±0.01s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.04±0.04ms          | 5.07±0.04ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.00±0.02ms          | 5.08±0.03ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.90±0.06ms          | 8.99±0.08ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.77±0.02ms          | 5.84±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.51±0.02s           | 1.53±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 535±7ms              | 537±6ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.22±0.02ms          | 4.26±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.08±0.03ms          | 4.19±0.04ms         |    1.03 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 161±1ms              | 162±1ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 24.0±0.4ms           | 24.1±0.1ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 164±3ms              | 162±2ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.4±0.4ms           | 32.2±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 23.6±0.2ms           | 23.9±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.6±0.6ms           | 32.7±0.3ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.6±0.4ms           | 19.5±0.4ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 56.0±1ms             | 57.0±0.6ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 14.7±0.4ms           | 15.0±0.7ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 25.3±0.8ms           | 25.0±1ms            |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.0±0.6ms           | 19.5±0.3ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 23.5±0.6ms           | 23.3±0.5ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 14.7±0.4ms           | 14.6±0.3ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 19.1±0.2ms           | 19.0±0.7ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 20.3±0.4ms           | 20.2±0.5ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 65.6±1ms             | 66.1±1ms            |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 20.0±0.5ms           | 20.0±0.4ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 25.1±0.9ms           | 25.3±0.4ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.83±0.2ms           | 2.88±0.1ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.71±0.5ms           | 4.69±0.2ms          |    1    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 36.1±2ms             | 35.8±1ms            |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 817±9ms              | 796±20ms            |    0.97 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 427±4ms              | 430±4ms             |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 423±4ms              | 428±4ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.3M             | 109±0.4M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.3M             | 109±0.4M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 57.1±0.8ms           | 56.7±1ms            |    0.99 | merge_concat.Merge.time_merge                                                               |
|          | 1.62±0.4M            | 1.61±0.4M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 456±3ns              | 469±3ns             |    1.03 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 215±2ms              | 216±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 659±0.9k             | 658±1k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.7±0.1ms           | 16.7±0.2ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 18.8±0.5ms           | 19.0±0.5ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 808±0.9k             | 808±0.7k            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 12.7±0M              | 12.7±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 118±1ms              | 122±0.9ms           |    1.03 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 680±5ms              | 685±10ms            |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.21±0.04M           | 1.2±0.02M           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.2±0.03M           | 96.3±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 77.2±0.7ms           | 79.7±1ms            |    1.03 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 634±7ms              | 635±7ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.18±0.01M           | 1.18±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.01M           | 96.2±0.01M          |    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)                 |
|          | 6.47±0.03ms          | 6.46±0.01ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 83.1±4ms             | 82.8±3ms            |    1    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 102±0.8ms            | 101±1ms             |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 51.0±2ms             | 53.0±3ms            |    1.04 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.03M            | 106±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.02M            | 147±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.45±0.05ms          | 4.45±0.02ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 80.1±2ms             | 80.1±0.7ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 54.1±2ms             | 52.2±0.9ms          |    0.97 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 593±5ms              | 591±3ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 90.9±0.9ns           | 92.0±2ns            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.5±1ms             | 62.1±0.7ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 88.5±2ns             | 91.0±3ns            |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 521±7ms              | 520±5ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 28.9±0.06k           | 28.9±0.06k          |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.71±0.2M            | 1.69±0.1M           |    0.99 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 28.9±0.06k           | 28.9±0.06k          |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 216±30M              | 225±20M             |    1.04 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 42.7±0.4ms           | 42.6±0.5ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 9.19±0.4ms           | 9.20±0.3ms          |    1    | stats.PearsonR.time_real                                                                    |
|          | 23.8±1M              | 24.4±0.7M           |    1.02 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.9±1ms             | 24.3±2ms            |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.0±0.9ms           | 60.6±0.7ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 23.3±0.01M           | 23.3±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.03M           | 12.1±0.03M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 11638087360

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github-actions bot commented Nov 2, 2024

⏱️ Performance Benchmark Report: 36c215d

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [7bca716b]    | After [36c215dd]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 59.9±0.9ms           | 60.2±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 60.1±0.7ms           | 60.7±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 212±2ms              | 214±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 213±2ms              | 214±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 38.6±0.4ms           | 38.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 39.6±0.5ms           | 39.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 38.9±0.3ms           | 38.6±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 39.1±0.3ms           | 39.6±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 51.0±0.4ms           | 51.6±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 52.0±1ms             | 52.1±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 136±1ms              | 136±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 137±1ms              | 137±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 56.7±1ms             | 56.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 57.2±0.9ms           | 57.3±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 38.5±0.3ms           | 39.1±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 40.0±0.5ms           | 39.2±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 51.5±1ms             | 51.3±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 52.2±1ms             | 52.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.02s           | 1.09±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.09±0.01s           | 1.07±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 495±10ms             | 509±20ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 501±20ms             | 498±10ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 37.1±0.6ms           | 36.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 37.4±0.6ms           | 37.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 68.0±1ms             | 68.3±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 69.3±0.8ms           | 69.0±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 69.8±0.7ms           | 70.2±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 71.9±1ms             | 71.5±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 65.4±0.9ms           | 65.9±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 66.3±1ms             | 66.6±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 25.4±0.2ms           | 25.7±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 30.1±0.6ms           | 29.7±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 148±1ms              | 149±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 163±1ms              | 164±0.9ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 23.5±0.2ms           | 23.5±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 27.7±0.3ms           | 27.7±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 23.3±0.4ms           | 23.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 27.9±0.5ms           | 27.5±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 24.4±0.3ms           | 24.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 28.3±0.2ms           | 28.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 37.6±0.9ms           | 38.1±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 42.0±0.8ms           | 42.0±0.9ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 25.1±0.4ms           | 25.0±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 29.1±0.4ms           | 29.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 25.2±0.5ms           | 25.0±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 29.3±0.4ms           | 29.3±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 24.3±0.4ms           | 24.2±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 28.7±0.4ms           | 28.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 541±4ms              | 541±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 542±0.9ms            | 553±4ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 164±1ms              | 165±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 180±1ms              | 184±2ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 23.1±0.2ms           | 23.3±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 27.7±0.3ms           | 27.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 26.6±0.5ms           | 26.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 30.7±0.3ms           | 31.0±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 26.3±0.3ms           | 26.7±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 30.8±0.4ms           | 30.5±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 25.7±0.5ms           | 25.5±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 29.7±0.2ms           | 29.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 92.8±1ms             | 93.6±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 93.7±1ms             | 94.9±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 106±1ms              | 107±1ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 107±1ms              | 108±0.6ms           |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 63.7±0.7ms           | 63.9±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 64.5±0.7ms           | 64.9±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 30.5±0.4ms           | 31.1±0.5ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 34.9±0.4ms           | 35.0±0.9ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 32.7±0.5ms           | 32.8±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 36.6±0.9ms           | 36.6±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 26.6±0.5ms           | 26.5±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 30.5±0.5ms           | 30.7±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 337±6ms              | 337±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 354±3ms              | 353±4ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.11±0.01ms          | 1.10±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 398±3μs              | 403±3μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 944±10μs             | 938±10μs            |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 568±4μs              | 577±4μs             |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 236±3ms              | 237±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 128±2ms              | 130±3ms             |    1.02 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 260±3ms              | 262±4ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.4±0.2μs           | 16.3±0.3μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 340±9ms              | 336±3ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 229±2ms              | 229±3ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 362±3ms              | 361±4ms             |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.2±0.2μs           | 17.0±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 238±4ms              | 236±3ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 129±2ms              | 126±2ms             |    0.98 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 261±2ms              | 261±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.3±0.5μs           | 52.6±0.9μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 337±2ms              | 340±2ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 228±2ms              | 232±2ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 361±3ms              | 363±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.9±0.7μs           | 54.9±0.5μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 800±9μs              | 792±9μs             |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 181±1μs              | 182±3μs             |    1.01 | import_iris.Iris.time__constraints                                                          |
|          | 111±1μs              | 110±1μs             |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 94.5±0.3μs           | 94.4±0.8μs          |    1    | import_iris.Iris.time__deprecation                                                          |
|          | 137±0.9μs            | 139±1μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 919±7μs              | 916±8μs             |    1    | import_iris.Iris.time__merge                                                                |
|          | 76.5±0.7μs           | 77.8±0.8μs          |    1.02 | import_iris.Iris.time__representation                                                       |
|          | 595±5μs              | 601±10μs            |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 141±2μs              | 142±1μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 110±1μs              | 110±0.9μs           |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 242±3μs              | 245±3μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±1μs              | 193±3μs             |    1.02 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 112±1μs              | 113±1μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 137±0.6μs            | 140±1μs             |    1.02 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 336±3μs              | 336±4μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 95.0±1μs             | 95.4±0.5μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 217±1μs              | 218±1μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 98.3±0.4μs           | 97.8±0.8μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 175±1μs              | 177±1μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 310±4μs              | 305±4μs             |    0.98 | import_iris.Iris.time_aux_factory                                                           |
|          | 84.9±0.6μs           | 85.9±0.6μs          |    1.01 | import_iris.Iris.time_common                                                                |
|          | 166±2μs              | 163±2μs             |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.35±0.01ms          | 1.34±0.02ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 140±2μs              | 141±3μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.20±0.01ms          | 1.21±0.02ms         |    1.01 | import_iris.Iris.time_common_resolve                                                        |
|          | 199±0.8μs            | 199±1μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 124±0.6μs            | 125±2μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 367±4μs              | 360±4μs             |    0.98 | import_iris.Iris.time_coord_systems                                                         |
|          | 750±5μs              | 754±4μs             |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 659±3μs              | 660±20μs            |    1    | import_iris.Iris.time_cube                                                                  |
|          | 227±2μs              | 229±2μs             |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 77.7±0.9μs           | 77.6±0.7μs          |    1    | import_iris.Iris.time_experimental                                                          |
|          | 184±3μs              | 186±4μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 254±5μs              | 255±2μs             |    1    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.73±0.01ms          | 2.74±0.02ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 80.0±1μs             | 78.8±0.8μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 115±0.7μs            | 115±2μs             |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 413±3μs              | 420±9μs             |    1.02 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 5.33±0.1ms           | 5.34±0.08ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 75.5±0.3μs           | 75.8±0.9μs          |    1    | import_iris.Iris.time_fileformats_name                                                      |
|          | 260±2μs              | 259±2μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 120±1μs              | 119±0.7μs           |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 124±0.8μs            | 125±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 214±5μs              | 214±3μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 793±10μs             | 791±3μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 180±4μs              | 183±3μs             |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±0.8μs            | 137±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 548±3μs              | 548±8μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 218±2μs              | 223±3μs             |    1.02 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 84.6±0.9μs           | 84.3±0.5μs          |    1    | import_iris.Iris.time_fileformats_um                                                        |
|          | 161±0.6μs            | 164±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±0.8μs            | 139±0.8μs           |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 77.2±1μs             | 76.6±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 82.4±0.9μs           | 82.6±0.5μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 991±9μs              | 1.01±0.01ms         |    1.02 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±1μs              | 138±2μs             |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 177±3μs              | 176±2μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 287±2μs              | 290±3μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 129±0.9μs            | 129±1μs             |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.23±0.07ms          | 8.33±0.09ms         |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 1.90±0.01ms          | 1.90±0.02ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 105±0.5μs            | 105±2μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.21±0.04ms          | 2.26±0.03ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.75±0.01ms          | 1.77±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 35.1±1ms             | 34.9±0.6ms          |    0.99 | import_iris.Iris.time_tests                                                                 |
|          | 255±2μs              | 257±2μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.77±0.04ms          | 4.80±0.05ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±0.7μs            | 120±2μs             |    1.01 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.84±0.02ms          | 2.82±0.01ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.55±0.02ms          | 1.55±0.01ms         |    0.99 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 172±3μs              | 172±0.9μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 104±1μs              | 102±0.9μs           |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 335±3μs              | 333±3μs             |    1    | import_iris.Iris.time_util                                                                  |
|          | 73.2±1μs             | 71.5±0.8μs          |    0.98 | iterate.IZip.time_izip                                                                      |
|          | 9.77±0.1ms           | 9.94±0.2ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 26.9±0.2ms           | 27.1±0.5ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.80±0.05ms          | 10.0±0.2ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.77±0.1ms           | 9.76±0.06ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 22.2±0.09ms          | 22.3±0.3ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.75±0.1ms           | 10.00±0.1ms         |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.53±0.02s           | 1.54±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 22.5±0.2ms           | 22.7±0.4ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.55±0.02s           | 1.57±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.52±0.02s           | 1.52±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 22.8±0.1ms           | 22.4±0.2ms          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.56±0.02s           | 1.56±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.00±0.03ms          | 5.10±0.04ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 20.7±0.2ms           | 20.9±0.3ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.94±0.05ms          | 5.04±0.06ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.97±0.05ms          | 5.10±0.04ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 20.7±0.1ms           | 21.2±0.4ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.04±0.1ms           | 5.04±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 24.3±0.7ms           | 24.9±3ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 20.3±0.3ms           | 20.0±0.7ms          |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 14.1±1ms             | 13.5±1ms            |    0.95 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.6±1ms             | 26.5±2ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 79.8±0.5ms           | 79.3±0.5ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.3±2ms             | 26.3±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 483±3ms              | 484±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.84±0.1ms           | 2.76±0.06ms         |    0.97 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 483±5ms              | 482±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 497±5ms              | 494±5ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.91±0.1ms           | 2.96±0.09ms         |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 492±5ms              | 495±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.77±0.1ms           | 1.72±0.06ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.01±0.1ms           | 2.83±0.1ms          |    0.94 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.69±0.09ms          | 1.71±0.06ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.71±0.07ms          | 1.69±0.08ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.10±0.2ms           | 2.94±0.08ms         |    0.95 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.69±0.08ms          | 1.73±0.08ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 361±4ms              | 362±5ms             |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 9.88±0.07ms          | 9.98±0.1ms          |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.87±0.06ms          | 10.2±0.2ms          |    1.04 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.54±0.02s           | 1.55±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.56±0.01s           | 1.58±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.03±0.07ms          | 5.08±0.02ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.01±0.08ms          | 5.06±0.02ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.91±0.03ms          | 9.04±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.80±0.05ms          | 6.02±0.05ms         |    1.04 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.51±0.01s           | 1.52±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 523±4ms              | 533±6ms             |    1.02 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.22±0.04ms          | 4.29±0.04ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.09±0.02ms          | 4.16±0.02ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 163±4ms              | 160±2ms             |    0.98 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 23.9±0.2ms           | 24.4±0.3ms          |    1.02 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 164±1ms              | 164±0.8ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.5±0.4ms           | 32.3±0.4ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 23.6±0.2ms           | 24.3±0.2ms          |    1.03 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.4±0.2ms           | 32.8±0.4ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.7±0.3ms           | 19.3±0.3ms          |    0.98 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 55.6±1ms             | 56.2±0.7ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 14.8±0.4ms           | 14.7±0.4ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 25.2±0.9ms           | 25.6±0.4ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.1±0.5ms           | 19.4±0.3ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 24.4±0.5ms           | 24.3±0.3ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 15.0±0.6ms           | 14.7±0.2ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 19.9±0.7ms           | 19.3±0.4ms          |    0.97 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 20.3±0.6ms           | 20.3±0.2ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 66.5±1ms             | 66.1±0.6ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 20.1±0.5ms           | 20.1±0.2ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 25.1±0.9ms           | 25.3±0.2ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.89±0.2ms           | 2.93±0.2ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.92±0.1ms           | 4.82±0.2ms          |    0.98 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 37.5±1ms             | 35.7±1ms            |    0.95 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 774±4ms              | 777±6ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 423±2ms              | 427±6ms             |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 424±4ms              | 427±4ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.4M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.4M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 57.6±0.5ms           | 57.3±0.5ms          |    0.99 | merge_concat.Merge.time_merge                                                               |
|          | 1.61±0.4M            | 1.61±0.4M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 461±3ns              | 460±1ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 213±2ms              | 213±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 659±0.9k             | 658±0.7k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.7±0.1ms           | 17.0±0.2ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 18.8±0.8ms           | 18.7±0.6ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 808±0.8k             | 808±0.7k            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 12.7±0M              | 12.7±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 119±3ms              | 119±0.9ms           |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 676±6ms              | 670±8ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.2±0.02M            | 1.21±0.02M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.2±0.02M           | 96.3±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 77.8±1ms             | 77.6±0.7ms          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 627±6ms              | 619±6ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.18±0.02M           | 1.18±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.01M           | 96.2±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.42±0.1ms           | 6.45±0.03ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 81.5±2ms             | 80.3±2ms            |    0.99 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 99.6±1ms             | 99.8±0.7ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 50.6±2ms             | 47.7±1ms            |    0.94 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.03M            | 106±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.02M            | 147±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.50±0.1ms           | 4.47±0.05ms         |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 80.9±1ms             | 80.6±1ms            |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 51.8±1ms             | 51.5±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 576±4ms              | 579±5ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 92.0±3ns             | 90.4±0.5ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.9±0.6ms           | 62.9±1ms            |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 91.8±3ns             | 88.8±2ns            |    0.97 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 509±3ms              | 512±3ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 28.9±0.07k           | 28.9±0.07k          |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.5±0.2M             | 1.71±0.2M           |    1.14 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 28.9±0.07k           | 28.9±0.07k          |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±30M              | 216±30M             |    0.96 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 42.0±0.4ms           | 42.1±0.4ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 8.89±0.2ms           | 9.00±0.2ms          |    1.01 | stats.PearsonR.time_real                                                                    |
|          | 24.4±1M              | 24.1±2M             |    0.99 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.2±0.8ms           | 23.5±0.5ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.9±0.6ms           | 61.0±0.7ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 23.3±0.01M           | 23.3±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.03M           | 12.1±0.03M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 11638087348

@rcomer
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rcomer commented Nov 4, 2024

The most likely cause of the failures is SciTools/cf-units#184, though I thought I had tested Iris against my branch for that 😕

Most of the failing tests are using stock.realistic_4d. The time points on that look like

from iris.tests.stock import realistic_4d
cube = realistic_4d()
for pt in cube.coord('time').points:
    print(pt)
347921.16666667163
347921.33333332837
347921.4999999963
347921.6666666642
347921.8333333321
347922.0

If we replace those points

import numpy as np
new_points = np.linspace(347921, 347922, 7)[1:]
tcoord = cube.coord('time').copy(new_points)
print(tcoord)

we get the expected

DimCoord :  time / (hours since 1970-01-01 00:00:00, standard calendar)
    points: [
        2009-09-09 17:10:00, 2009-09-09 17:20:00, 2009-09-09 17:30:00,
        2009-09-09 17:40:00, 2009-09-09 17:50:00, 2009-09-09 18:00:00]
    shape: (6,)
    dtype: float64
    standard_name: 'time'

Unfortunately that doesn't hold if we use float32

new_points = np.linspace(347921, 347922, 7, dtype=np.float32)[1:]
tcoord = cube.coord('time').copy(new_points)
print(tcoord)
DimCoord :  time / (hours since 1970-01-01 00:00:00, standard calendar)
    points: [
        2009-09-09 17:09:22.500000, 2009-09-09 17:20:37.500000,
        2009-09-09 17:30:00       , 2009-09-09 17:39:22.500000,
        2009-09-09 17:50:37.500000, 2009-09-09 18:00:00       ]
    shape: (6,)
    dtype: float32
    standard_name: 'time'

@rcomer
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rcomer commented Nov 12, 2024

Questions:

  1. Do we think that the time points within stock.realistic_4d actually are realistic examples compared to what modern Iris needs to handle?
  2. Does Iris need to handle float32 time points, e.g. from NetCDF?

If the answer to either of the above is "yes" then we probably should re-instate second rounding in num2date.

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⏱️ Performance Benchmark Report: e4c8a8b

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [2443396f]    | After [e4c8a8ba]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 60.4±0.7ms           | 59.9±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 60.8±0.9ms           | 60.8±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 214±2ms              | 213±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 215±3ms              | 214±3ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 38.5±0.2ms           | 39.0±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 39.8±0.4ms           | 39.7±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 38.8±0.4ms           | 38.9±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 39.8±0.2ms           | 39.4±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 51.3±1ms             | 51.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 52.3±0.8ms           | 51.8±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 137±2ms              | 137±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 137±2ms              | 137±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 57.0±0.6ms           | 56.9±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 57.6±0.8ms           | 58.1±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 39.2±0.3ms           | 38.7±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 39.7±0.4ms           | 39.6±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 51.7±0.7ms           | 52.1±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 52.3±1ms             | 52.7±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.01s           | 1.08±0.02s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.10±0.02s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 490±20ms             | 488±20ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 511±20ms             | 501±20ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 36.9±0.3ms           | 36.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 38.0±0.7ms           | 38.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 68.1±0.5ms           | 68.5±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 69.8±0.7ms           | 70.0±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 70.4±0.5ms           | 70.6±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 71.1±0.8ms           | 72.5±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 65.9±0.9ms           | 66.4±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 66.9±0.4ms           | 67.2±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 25.7±0.2ms           | 25.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 29.8±0.3ms           | 29.9±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 148±1ms              | 148±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 162±1ms              | 163±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 23.8±0.5ms           | 23.7±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 27.8±0.4ms           | 28.1±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 23.7±0.3ms           | 23.5±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 28.2±0.3ms           | 27.6±0.7ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 24.6±0.3ms           | 24.4±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 28.3±0.4ms           | 28.3±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 38.0±0.5ms           | 38.3±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 42.4±0.9ms           | 42.4±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 25.0±0.8ms           | 25.2±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 29.3±0.7ms           | 29.1±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 25.1±0.4ms           | 24.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 29.3±0.5ms           | 29.0±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 24.5±0.4ms           | 24.5±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 28.7±0.3ms           | 28.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 542±4ms              | 545±5ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 546±4ms              | 547±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 163±1ms              | 163±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 183±2ms              | 181±1ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 23.7±0.6ms           | 23.4±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 27.7±0.2ms           | 27.4±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 26.9±0.4ms           | 26.8±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 31.5±0.4ms           | 30.8±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 26.6±0.7ms           | 26.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 30.3±0.4ms           | 30.6±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 25.7±0.3ms           | 26.1±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 30.2±0.7ms           | 30.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 93.9±1ms             | 93.4±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 94.6±1ms             | 93.8±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 107±0.7ms            | 106±0.7ms           |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 107±1ms              | 107±2ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 63.3±0.7ms           | 63.7±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 64.4±1ms             | 64.3±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 30.8±0.6ms           | 30.7±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 35.0±0.6ms           | 35.1±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 32.7±0.9ms           | 32.8±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 36.5±1ms             | 36.5±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 26.7±0.3ms           | 26.3±0.5ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 30.7±0.3ms           | 31.0±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 336±4ms              | 332±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 354±3ms              | 350±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.12±0.01ms          | 1.12±0.02ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 397±6μs              | 397±5μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 941±10μs             | 950±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 575±8μs              | 573±8μs             |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 238±3ms              | 237±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 128±1ms              | 127±1ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 264±4ms              | 263±3ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.8±0.1μs           | 16.5±0.2μs          |    0.98 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 341±5ms              | 336±6ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 229±4ms              | 230±3ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 368±5ms              | 365±5ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.7±0.2μs           | 17.0±0.2μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 238±3ms              | 235±2ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 130±3ms              | 127±2ms             |    0.97 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 265±3ms              | 260±4ms             |    0.98 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.8±0.6μs           | 52.7±0.5μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 345±5ms              | 337±5ms             |    0.98 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 230±3ms              | 229±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 369±5ms              | 362±6ms             |    0.98 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.1±0.9μs           | 54.9±0.8μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 809±10μs             | 794±20μs            |    0.98 | import_iris.Iris.time__concatenate                                                          |
|          | 182±1μs              | 180±1μs             |    0.99 | import_iris.Iris.time__constraints                                                          |
|          | 110±1μs              | 109±1μs             |    0.99 | import_iris.Iris.time__data_manager                                                         |
|          | 93.9±0.5μs           | 93.4±0.6μs          |    1    | import_iris.Iris.time__deprecation                                                          |
|          | 138±1μs              | 137±0.9μs           |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 927±9μs              | 906±3μs             |    0.98 | import_iris.Iris.time__merge                                                                |
|          | 76.6±0.4μs           | 76.8±0.4μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 597±2μs              | 594±5μs             |    1    | import_iris.Iris.time_analysis                                                              |
|          | 142±0.7μs            | 139±1μs             |    0.98 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 111±0.4μs            | 110±0.9μs           |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 246±2μs              | 244±2μs             |    0.99 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 193±3μs              | 188±1μs             |    0.97 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 112±0.7μs            | 110±0.6μs           |    0.98 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 139±0.7μs            | 138±0.7μs           |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 335±3μs              | 333±3μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 95.8±0.7μs           | 94.8±0.6μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 222±2μs              | 218±2μs             |    0.98 | import_iris.Iris.time_analysis_maths                                                        |
|          | 98.5±0.6μs           | 98.5±0.9μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 177±1μs              | 174±2μs             |    0.98 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 306±4μs              | 313±7μs             |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 85.1±0.3μs           | 84.8±0.3μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 163±0.8μs            | 162±2μs             |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.35±0.01ms          | 1.34±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 139±0.7μs            | 138±1μs             |    0.99 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.21±0ms             | 1.20±0ms            |    0.99 | import_iris.Iris.time_common_resolve                                                        |
|          | 201±2μs              | 199±1μs             |    0.99 | import_iris.Iris.time_config                                                                |
|          | 125±1μs              | 123±0.9μs           |    0.98 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 372±8μs              | 360±6μs             |    0.97 | import_iris.Iris.time_coord_systems                                                         |
|          | 756±4μs              | 752±5μs             |    0.99 | import_iris.Iris.time_coords                                                                |
|          | 659±7μs              | 665±10μs            |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 225±2μs              | 226±1μs             |    1    | import_iris.Iris.time_exceptions                                                            |
|          | 76.9±0.4μs           | 77.6±0.6μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 185±1μs              | 186±1μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 254±3μs              | 252±3μs             |    0.99 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.75±0.02ms          | 2.75±0.03ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 79.0±0.5μs           | 78.9±0.5μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 116±1μs              | 114±0.4μs           |    0.98 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 406±6μs              | 427±20μs            |    1.05 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 5.37±0.07ms          | 5.47±0.2ms          |    1.02 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 75.7±1μs             | 75.8±1μs            |    1    | import_iris.Iris.time_fileformats_name                                                      |
|          | 260±1μs              | 256±2μs             |    0.98 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 121±3μs              | 119±1μs             |    0.98 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 125±1μs              | 122±1μs             |    0.98 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 214±2μs              | 209±2μs             |    0.98 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 793±7μs              | 786±5μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 185±0.7μs            | 181±2μs             |    0.98 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±0.9μs            | 134±3μs             |    0.98 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 566±3μs              | 550±6μs             |    0.97 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 221±0.7μs            | 219±2μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 84.3±1μs             | 83.2±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 160±0.8μs            | 160±1μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±1μs              | 138±0.7μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 75.8±0.8μs           | 75.5±0.2μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 82.9±0.8μs           | 81.7±0.4μs          |    0.98 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 994±5μs              | 1000±7μs            |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±2μs              | 135±1μs             |    0.99 | import_iris.Iris.time_io                                                                    |
|          | 179±2μs              | 172±1μs             |    0.97 | import_iris.Iris.time_io_format_picker                                                      |
|          | 287±2μs              | 287±3μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 129±1μs              | 127±1μs             |    0.98 | import_iris.Iris.time_iterate                                                               |
|          | 8.31±0.05ms          | 8.22±0.06ms         |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.91±0.01ms          | 1.90±0.02ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 105±2μs              | 104±0.7μs           |    0.99 | import_iris.Iris.time_quickplot                                                             |
|          | 2.23±0.04ms          | 2.26±0.03ms         |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.76±0.01ms          | 1.76±0.01ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 34.0±0.7ms           | 34.5±1ms            |    1.02 | import_iris.Iris.time_tests                                                                 |
|          | 258±4μs              | 255±3μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.74±0.02ms          | 4.76±0.02ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±0.6μs            | 119±0.7μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.85±0.03ms          | 2.83±0.01ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.54±0ms             | 1.54±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 170±2μs              | 171±2μs             |    1.01 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 102±1μs              | 103±1μs             |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 338±5μs              | 329±3μs             |    0.97 | import_iris.Iris.time_util                                                                  |
|          | 74.2±1μs             | 71.4±0.7μs          |    0.96 | iterate.IZip.time_izip                                                                      |
|          | 9.77±0.04ms          | 9.78±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 27.1±0.4ms           | 26.2±0.6ms          |    0.97 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.95±0.1ms           | 9.90±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.83±0.06ms          | 9.80±0.08ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 22.6±0.4ms           | 22.2±0.2ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.86±0.09ms          | 9.85±0.06ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.54±0.02s           | 1.54±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 22.4±0.1ms           | 22.5±0.3ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.55±0.01s           | 1.56±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.53±0.02s           | 1.54±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 22.3±0.1ms           | 22.4±0.2ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.57±0.01s           | 1.55±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.05±0.06ms          | 5.11±0.1ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 20.8±0.2ms           | 20.8±0.1ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.03±0.02ms          | 5.04±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.05±0.03ms          | 5.00±0.03ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 21.1±0.2ms           | 20.9±0.1ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.06±0.06ms          | 5.05±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 24.9±3ms             | 24.5±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 19.8±0.2ms           | 19.7±0.3ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 13.3±0.9ms           | 13.4±3ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.2±2ms             | 26.4±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 79.7±0.6ms           | 79.6±0.4ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.2±2ms             | 26.1±2ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 484±8ms              | 480±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.92±0.1ms           | 2.90±0.06ms         |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 485±5ms              | 481±2ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 493±4ms              | 496±9ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.96±0.1ms           | 2.92±0.05ms         |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 495±4ms              | 494±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.71±0.09ms          | 1.71±0.06ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.91±0.1ms           | 2.95±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.68±0.03ms          | 1.67±0.06ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.73±0.1ms           | 1.71±0.03ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.98±0.09ms          | 2.89±0.05ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.68±0.09ms          | 1.73±0.07ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 364±3ms              | 358±2ms             |    0.98 | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.1ms           | 9.96±0.09ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.98±0.09ms          | 10.1±0.08ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.54±0s              | 1.55±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.57±0.02s           | 1.58±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.12±0.04ms          | 5.07±0.02ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.06±0.01ms          | 5.03±0.09ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.07±0.06ms          | 9.06±0.08ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.80±0.03ms          | 5.82±0.04ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.53±0.01s           | 1.52±0.01s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 528±6ms              | 528±8ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.30±0.03ms          | 4.28±0.04ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.12±0.03ms          | 4.11±0.03ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 166±2ms              | 161±1ms             |    0.97 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 24.1±0.2ms           | 24.1±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 166±0.9ms            | 162±1ms             |    0.98 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.5±0.4ms           | 31.9±0.2ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 23.9±0.4ms           | 23.7±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.5±0.3ms           | 32.3±0.4ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.2±0.6ms           | 19.2±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 55.8±1ms             | 55.2±0.6ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 14.9±0.2ms           | 14.9±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 25.6±0.8ms           | 25.2±0.6ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.5±0.3ms           | 19.4±0.3ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 23.6±0.4ms           | 23.6±0.3ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 15.0±0.2ms           | 14.7±0.4ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 19.4±0.3ms           | 19.3±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 20.2±0.2ms           | 20.3±0.2ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 66.2±1ms             | 66.3±0.9ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 20.0±0.2ms           | 20.1±0.5ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 25.7±0.6ms           | 25.7±0.4ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.85±0.1ms           | 3.03±0.2ms          |    1.06 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.76±0.5ms           | 4.96±0.4ms          |    1.04 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 36.0±3ms             | 38.7±2ms            |    1.08 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 787±9ms              | 784±10ms            |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 428±5ms              | 429±5ms             |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 427±3ms              | 426±4ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±4M               | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.3M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 56.9±0.4ms           | 57.2±0.7ms          |    1.01 | merge_concat.Merge.time_merge                                                               |
|          | 1.62±0.4M            | 1.62±0.4M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 458±2ns              | 476±7ns             |    1.04 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 215±2ms              | 213±2ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 659±0.7k             | 658±1k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 17.2±0.3ms           | 16.8±0.2ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 18.8±0.7ms           | 18.8±0.4ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 808±0.6k             | 808±0.8k            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 12.7±0M              | 12.7±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 118±0.9ms            | 119±3ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 684±5ms              | 679±9ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.2±0.02M            | 1.2±0.02M           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.3±0.01M           | 96.3±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 76.2±0.9ms           | 78.6±0.9ms          |    1.03 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 628±5ms              | 629±6ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.19±0.01M           | 1.19±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.01M           | 96.2±0.01M          |    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)                 |
|          | 6.45±0.02ms          | 6.43±0.05ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 78.9±6ms             | 81.8±3ms            |    1.04 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 101±0.8ms            | 99.5±1ms            |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 49.2±1ms             | 48.2±0.9ms          |    0.98 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.03M            | 106±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.02M            | 147±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.44±0.04ms          | 4.57±0.09ms         |    1.03 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 80.3±0.6ms           | 80.5±2ms            |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 52.7±1ms             | 52.4±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 582±6ms              | 586±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 89.2±1ns             | 92.2±3ns            |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 61.8±0.7ms           | 62.5±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 88.6±2ns             | 89.9±2ns            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 511±5ms              | 513±6ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 28.9±0.1k            | 28.9±0.07k          |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.56±0.2M            | 1.69±0.1M           |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 28.9±0.1k            | 28.9±0.06k          |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±30M              | 225±30M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 42.6±0.3ms           | 42.5±0.6ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 9.35±0.3ms           | 9.10±0.1ms          |    0.97 | stats.PearsonR.time_real                                                                    |
|          | 24.4±1M              | 24.2±1M             |    0.99 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.6±0.9ms           | 23.2±0.6ms          |    0.98 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.1±0.8ms           | 60.4±0.7ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 23.3±0.01M           | 23.3±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.03M           | 12.1±0.03M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 11799075109

@trexfeathers
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From @SciTools/peloton: we agree that the change to cf-units was correct and should be kept - it should align with cftime, and we expect anyone working directly with cf-units to be capable of handling changes of this nature.

However: Iris users are an extra degree removed. Changes of this nature could cause significant behaviour change in the Constraint class, as well as unexpected changes to printouts of Cubes, Coords, etcetera. We should therefore make the new behaviour opt-in via FUTURE flag, and add some code into Iris to temporarily preserve the old lower-precision behaviour.

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