Performance Shift(s): 27c3814e

[github-actions]

Benchmark comparison has identified performance shifts at:

• commit 27c3814 (Move loading and combine code into their own submodules. #6321).

Please review the report below and take corrective/congratulatory action as appropriate :slightly_smiling_face:

⏱️ Performance Benchmark Report: 27c3814

Performance shifts

| Change   | Before [e30e6236] <main~1>   | After [27c3814e] <main>   |   Ratio | Benchmark (Parameter)      |
|----------|------------------------------|---------------------------|---------|----------------------------|
| -        | 298±2μs                      | 218±2μs                   |    0.73 | import_iris.Iris.time_iris |

Full benchmark results

Benchmarks that have improved:

| Change   | Before [e30e6236] <main~1>   | After [27c3814e] <main>   |   Ratio | Benchmark (Parameter)      |
|----------|------------------------------|---------------------------|---------|----------------------------|
| -        | 298±2μs                      | 218±2μs                   |    0.73 | import_iris.Iris.time_iris |

Benchmarks that have stayed the same:

| Change   | Before [e30e6236] <main~1>   | After [27c3814e] <main>   |   Ratio | Benchmark (Parameter)                                                                       |
|----------|------------------------------|---------------------------|---------|---------------------------------------------------------------------------------------------|
|          | 59.5±0.9ms                   | 58.1±0.4ms                |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 59.4±1ms                     | 59.2±1ms                  |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 202±2ms                      | 201±2ms                   |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 204±2ms                      | 203±2ms                   |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 37.7±0.2ms                   | 37.5±0.6ms                |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 37.9±0.3ms                   | 38.2±0.3ms                |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 37.6±0.3ms                   | 37.1±0.2ms                |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 38.4±0.2ms                   | 38.0±0.4ms                |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 50.7±0.5ms                   | 50.3±0.5ms                |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 51.8±0.8ms                   | 51.4±0.7ms                |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 131±1ms                      | 132±1ms                   |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 132±1ms                      | 132±2ms                   |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 55.6±0.7ms                   | 54.6±0.4ms                |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 56.3±0.7ms                   | 56.0±0.6ms                |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 63.2±1ms                     | 63.3±0.8ms                |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 63.6±0.9ms                   | 63.8±1ms                  |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 50.5±0.4ms                   | 50.8±0.4ms                |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 51.1±0.4ms                   | 51.4±0.7ms                |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.01s                   | 1.09±0.01s                |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.09±0.01s                   | 1.09±0s                   |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 497±10ms                     | 497±20ms                  |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 484±20ms                     | 487±10ms                  |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 36.4±0.6ms                   | 36.2±0.3ms                |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 37.4±0.3ms                   | 37.2±0.2ms                |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 66.0±0.6ms                   | 65.5±0.7ms                |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 66.2±1ms                     | 66.7±0.5ms                |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 69.5±0.7ms                   | 69.3±0.5ms                |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 70.6±0.7ms                   | 69.9±0.8ms                |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 65.8±0.7ms                   | 64.6±0.6ms                |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 65.4±0.9ms                   | 65.2±1ms                  |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 25.2±0.4ms                   | 25.0±0.4ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 29.4±0.3ms                   | 29.6±0.3ms                |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 137±2ms                      | 136±1ms                   |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 151±0.7ms                    | 151±1ms                   |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 23.0±0.2ms                   | 22.9±0.2ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 27.5±0.1ms                   | 26.9±0.3ms                |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 23.3±0.2ms                   | 22.7±0.2ms                |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 27.4±0.3ms                   | 27.1±0.3ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 24.3±0.4ms                   | 23.8±0.2ms                |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 28.4±0.2ms                   | 28.0±0.2ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 36.6±0.5ms                   | 36.5±0.6ms                |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 40.9±0.7ms                   | 40.4±0.3ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 24.3±0.5ms                   | 24.4±0.3ms                |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 28.7±0.2ms                   | 28.7±0.4ms                |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 27.0±0.5ms                   | 26.4±0.3ms                |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 31.3±0.6ms                   | 30.9±0.4ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 23.8±0.2ms                   | 23.8±0.2ms                |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 28.5±0.4ms                   | 27.7±0.4ms                |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 552±3ms                      | 548±3ms                   |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 551±1ms                      | 556±4ms                   |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 152±2ms                      | 151±1ms                   |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 172±1ms                      | 169±2ms                   |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 22.6±0.5ms                   | 22.3±0.3ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 27.5±0.5ms                   | 26.9±0.2ms                |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 26.3±0.3ms                   | 25.8±0.2ms                |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 30.7±0.4ms                   | 30.3±0.3ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 25.9±0.4ms                   | 25.6±0.2ms                |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 30.2±0.6ms                   | 29.7±0.2ms                |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 25.0±0.5ms                   | 25.0±0.3ms                |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 29.6±0.7ms                   | 28.9±0.2ms                |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 91.5±1ms                     | 90.7±0.5ms                |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 91.7±1ms                     | 90.5±1ms                  |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 104±0.7ms                    | 103±1ms                   |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 103±1ms                      | 103±0.8ms                 |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 61.6±1ms                     | 60.4±0.7ms                |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 62.0±0.6ms                   | 61.7±0.3ms                |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 30.0±0.5ms                   | 29.7±0.5ms                |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 34.8±0.5ms                   | 33.9±0.4ms                |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 32.0±0.3ms                   | 31.7±0.8ms                |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 36.1±0.5ms                   | 35.8±0.5ms                |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 25.7±0.2ms                   | 25.7±0.2ms                |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 30.0±0.3ms                   | 29.8±0.5ms                |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 316±4ms                      | 311±1ms                   |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 336±5ms                      | 335±1ms                   |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.15±0.02ms                  | 1.13±0.01ms               |    0.98 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 407±4μs                      | 394±4μs                   |    0.97 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 955±8μs                      | 966±10μs                  |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 588±10μs                     | 586±10μs                  |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 231±3ms                      | 228±3ms                   |    0.99 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 123±1ms                      | 121±1ms                   |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 253±3ms                      | 255±1ms                   |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.6±0.1μs                   | 16.5±0.2μs                |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 322±2ms                      | 322±2ms                   |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 216±4ms                      | 211±1ms                   |    0.98 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 346±3ms                      | 345±3ms                   |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.7±0.3μs                   | 16.8±0.2μs                |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 229±2ms                      | 227±2ms                   |    0.99 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 123±1ms                      | 123±2ms                   |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 253±3ms                      | 252±4ms                   |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.1±0.6μs                   | 52.7±0.3μs                |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 323±3ms                      | 323±2ms                   |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 213±4ms                      | 215±3ms                   |    1.01 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 344±4ms                      | 346±2ms                   |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.9±0.9μs                   | 54.8±0.5μs                |    0.98 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 802±7μs                      | 793±9μs                   |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 178±2μs                      | 178±2μs                   |    1    | import_iris.Iris.time__constraints                                                          |
|          | 109±1μs                      | 108±1μs                   |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 91.1±0.7μs                   | 92.8±0.4μs                |    1.02 | import_iris.Iris.time__deprecation                                                          |
|          | 156±4μs                      | 161±2μs                   |    1.03 | import_iris.Iris.time__lazy_data                                                            |
|          | 916±10μs                     | 919±6μs                   |    1    | import_iris.Iris.time__merge                                                                |
|          | 75.0±0.9μs                   | 73.6±1μs                  |    0.98 | import_iris.Iris.time__representation                                                       |
|          | 613±10μs                     | 604±5μs                   |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 138±1μs                      | 138±1μs                   |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 109±0.8μs                    | 107±0.3μs                 |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 244±2μs                      | 246±1μs                   |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 187±8μs                      | 186±1μs                   |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±2μs                      | 110±0.6μs                 |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 140±2μs                      | 138±3μs                   |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 331±3μs                      | 334±6μs                   |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.2±0.8μs                   | 90.0±1μs                  |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 213±2μs                      | 218±3μs                   |    1.02 | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.1±1μs                     | 94.7±0.7μs                |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 175±3μs                      | 174±4μs                   |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 305±3μs                      | 302±2μs                   |    0.99 | import_iris.Iris.time_aux_factory                                                           |
|          | 83.0±0.5μs                   | 82.6±0.6μs                |    1    | import_iris.Iris.time_common                                                                |
|          | 161±2μs                      | 160±4μs                   |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.37±0.01ms                  | 1.35±0.02ms               |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 163±4μs                      | 163±2μs                   |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.20±0.01ms                  | 1.20±0.01ms               |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 199±2μs                      | 197±1μs                   |    0.99 | import_iris.Iris.time_config                                                                |
|          | 123±1μs                      | 123±2μs                   |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 368±10μs                     | 364±2μs                   |    0.99 | import_iris.Iris.time_coord_systems                                                         |
|          | 757±8μs                      | 760±6μs                   |    1    | import_iris.Iris.time_coords                                                                |
|          | 662±10μs                     | 627±10μs                  |    0.95 | import_iris.Iris.time_cube                                                                  |
|          | 221±3μs                      | 224±3μs                   |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 75.3±0.5μs                   | 74.1±0.3μs                |    0.98 | import_iris.Iris.time_experimental                                                          |
|          | 182±3μs                      | 181±1μs                   |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 250±5μs                      | 252±5μs                   |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.70±0.04ms                  | 2.66±0.01ms               |    0.98 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 77.7±0.4μs                   | 76.8±0.7μs                |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 113±1μs                      | 112±0.7μs                 |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 413±4μs                      | 411±2μs                   |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.80±0.03ms                  | 4.80±0.02ms               |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.3±0.8μs                   | 72.8±2μs                  |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 258±2μs                      | 258±1μs                   |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 118±1μs                      | 118±1μs                   |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 128±3μs                      | 122±0.6μs                 |    0.96 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 210±3μs                      | 213±3μs                   |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 795±20μs                     | 794±6μs                   |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 179±2μs                      | 180±2μs                   |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±0.9μs                    | 136±0.8μs                 |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 557±3μs                      | 555±2μs                   |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 218±2μs                      | 217±1μs                   |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.1±0.5μs                   | 82.0±0.8μs                |    1    | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±4μs                      | 163±0.9μs                 |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 136±2μs                      | 137±1μs                   |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 74.0±0.5μs                   | 75.5±2μs                  |    1.02 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 80.9±0.4μs                   | 80.8±1μs                  |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 988±10μs                     | 976±3μs                   |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±3μs                      | 135±0.6μs                 |    0.99 | import_iris.Iris.time_io                                                                    |
|          | 174±3μs                      | 174±3μs                   |    1    | import_iris.Iris.time_io_format_picker                                                      |
|          | 126±1μs                      | 127±0.9μs                 |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.15±0.03ms                  | 8.06±0.2ms                |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.92±0.02ms                  | 1.92±0.05ms               |    1    | import_iris.Iris.time_plot                                                                  |
|          | 104±0.9μs                    | 103±1μs                   |    0.99 | import_iris.Iris.time_quickplot                                                             |
|          | 2.24±0.07ms                  | 2.22±0.04ms               |    0.99 | import_iris.Iris.time_std_names                                                             |
|          | 1.82±0.01ms                  | 1.78±0.02ms               |    0.98 | import_iris.Iris.time_symbols                                                               |
|          | 274±4ms                      | 273±3ms                   |    1    | import_iris.Iris.time_tests                                                                 |
|          | 268±2μs                      | 267±0.6μs                 |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.98±0.03ms                  | 5.05±0.05ms               |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 125±2μs                      | 124±0.4μs                 |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.94±0.02ms                  | 2.94±0.03ms               |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0ms                     | 1.28±0ms                  |    0.99 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 178±5μs                      | 177±3μs                   |    0.99 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.0±1μs                     | 98.4±1μs                  |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 340±4μs                      | 343±1μs                   |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 72.2±0.6μs                   | 72.9±0.7μs                |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 10.1±0.3ms                   | 10.1±0.1ms                |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.3±0.1ms                   | 15.2±0.07ms               |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.0±0.3ms                   | 10.1±0.1ms                |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.1±0.1ms                   | 10.1±0.2ms                |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.9±0.09ms                  | 12.8±0.06ms               |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.0±0.2ms                   | 10.1±0.1ms                |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.58±0.01s                   | 1.59±0.01s                |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.9±0.2ms                   | 11.6±0.06ms               |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.59±0.01s                   | 1.59±0.01s                |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.56±0.02s                   | 1.59±0.01s                |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.8±0.2ms                   | 11.7±0.06ms               |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.59±0.01s                   | 1.58±0.01s                |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.25±0.1ms                   | 5.16±0.06ms               |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.5±0.1ms                   | 11.3±0.07ms               |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.16±0.04ms                  | 5.23±0.1ms                |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.27±0.2ms                   | 5.16±0.04ms               |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.4±0.05ms                  | 11.4±0.09ms               |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.20±0.1ms                   | 5.16±0.1ms                |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.3±1ms                     | 21.1±0.5ms                |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 18.9±0.1ms                   | 18.5±0.2ms                |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.1±0.7ms                   | 11.0±0.2ms                |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.5±0.6ms                   | 26.6±0.4ms                |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 68.1±0.7ms                   | 68.2±0.7ms                |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.2±0.8ms                   | 26.4±0.6ms                |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 490±5ms                      | 484±3ms                   |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.59±0.1ms                   | 2.63±0.09ms               |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 489±4ms                      | 483±3ms                   |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 501±3ms                      | 497±1ms                   |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.69±0.05ms                  | 2.70±0.06ms               |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 496±4ms                      | 493±4ms                   |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.72±0.07ms                  | 1.62±0.04ms               |    0.94 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.71±0.1ms                   | 2.59±0.06ms               |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.60±0.06ms                  | 1.66±0.06ms               |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.74±0.1ms                   | 1.74±0.08ms               |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.77±0.07ms                  | 2.70±0.1ms                |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.66±0.05ms                  | 1.70±0.09ms               |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 350±2ms                      | 347±2ms                   |    0.99 | load.ManyCubes.time_many_cube_load                                                          |
|          | 84.9±0.6ms                   | 84.6±1ms                  |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 10.2±0.05ms                  | 10.2±0.2ms                |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.3±0.1ms                   | 10.2±0.2ms                |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.59±0.01s                   | 1.58±0.01s                |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.60±0.02s                   | 1.60±0.02s                |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.31±0.05ms                  | 5.26±0.04ms               |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.25±0.03ms                  | 5.22±0.04ms               |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.44±0.2ms                   | 9.34±0.1ms                |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 6.06±0.06ms                  | 6.07±0.07ms               |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.58±0.02s                   | 1.54±0.02s                |    0.98 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 566±10ms                     | 561±5ms                   |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.45±0.08ms                  | 4.40±0.03ms               |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.22±0.1ms                   | 4.24±0.04ms               |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 174±2ms                      | 172±0.8ms                 |    0.99 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.7±0.06ms                  | 14.7±0.2ms                |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 173±4ms                      | 174±1ms                   |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 33.2±0.6ms                   | 33.6±0.2ms                |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.7±0.1ms                   | 14.1±0.2ms                |    0.96 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 33.6±0.3ms                   | 33.6±0.3ms                |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.4±0.4ms                   | 13.4±0.4ms                |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 46.9±0.5ms                   | 47.5±0.9ms                |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.71±0.1ms                   | 8.76±0.1ms                |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.3±0.5ms                   | 16.2±0.3ms                |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.7±0.2ms                   | 13.4±0.1ms                |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.1±0.5ms                   | 14.9±0.2ms                |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.86±0.3ms                   | 8.64±0.1ms                |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.5±0.5ms                   | 11.6±0.3ms                |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 14.8±0.2ms                   | 14.3±0.1ms                |    0.97 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 57.4±1ms                     | 57.2±0.5ms                |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.3±0.4ms                   | 14.3±0.1ms                |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.9±0.3ms                   | 17.0±0.3ms                |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.54±0.04ms                  | 2.60±0.04ms               |    1.03 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.82±0.1ms                   | 3.94±0.2ms                |    1.03 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.8±0.8ms                   | 35.6±2ms                  |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 779±7ms                      | 782±10ms                  |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 438±2ms                      | 441±4ms                   |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 440±5ms                      | 434±2ms                   |    0.99 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.3M                     | 109±0.5M                  |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.3M                     | 109±0.5M                  |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 50.6±0.7ms                   | 50.2±0.5ms                |    0.99 | merge_concat.Merge.time_merge                                                               |
|          | 1.62±0.2M                    | 1.62±0.2M                 |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 410±4ns                      | 409±3ns                   |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 214±1ms                      | 213±1ms                   |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 650±0.8k                     | 650±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)      |
|          | 17.6±0.2ms                   | 17.6±0.2ms                |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.6±0.1ms                   | 19.9±0.5ms                |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.13±0M                      | 1.13±0M                   |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 13±0M                        | 13±0M                     |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 105±0.8ms                    | 105±0.7ms                 |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 591±4ms                      | 589±4ms                   |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.23±0.01M                   | 1.23±0.01M                |    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) |
|          | 65.8±0.9ms                   | 65.0±0.9ms                |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 539±5ms                      | 541±3ms                   |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.14±0.01M                   | 1.14±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)                 |
|          | 6.59±0.04ms                  | 6.70±0.1ms                |    1.02 | plot.AuxSort.time_aux_sort                                                                  |
|          | 77.0±1ms                     | 68.4±5ms                  |    0.89 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M                       | 136±3M                    |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 98.7±0.6ms                   | 98.0±0.7ms                |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 47.8±0.6ms                   | 47.0±1ms                  |    0.98 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.04M                    | 106±0.04M                 |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.01M                    | 147±0.01M                 |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.53±0.04ms                  | 4.51±0.06ms               |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 72.6±0.4ms                   | 72.4±0.7ms                |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 42.8±0.5ms                   | 43.0±0.8ms                |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 476±4ms                      | 481±3ms                   |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 88.3±4ns                     | 88.7±2ns                  |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 55.4±0.6ms                   | 55.2±0.6ms                |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 88.5±4ns                     | 88.7±2ns                  |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 422±3ms                      | 424±3ms                   |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.2±0.1k                    | 30.3±0.1k                 |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.54±0.2M                    | 1.71±0.08M                |    1.11 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.3±0.1k                    | 30.3±0.1k                 |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 207±20M                      | 225±20M                   |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.4±0.4ms                   | 41.5±0.4ms                |    1.03 | stats.PearsonR.time_lazy                                                                    |
|          | 8.97±0.2ms                   | 8.89±0.09ms               |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 24.4±0.5M                    | 24.1±0.7M                 |    0.99 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M                   | 18.4±0.01M                |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 20.3±0.2ms                   | 20.3±0.1ms                |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 67.2±0.4ms                   | 67.5±0.4ms                |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M                   | 17.6±0.02M                |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.04M                   | 12.1±0.07M                |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 13466678673