[CI Bot] environment lockfiles auto-update

[scitools-ci]

Lockfiles updated to the latest resolvable environment.

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

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.29%. Comparing base (cb38cb2) to head (5f0f7e7).

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #6700   +/-   ##
=======================================
  Coverage   90.29%   90.29%           
=======================================
  Files          91       91           
  Lines       24467    24467           
  Branches     4568     4568           
=======================================
  Hits        22092    22092           
  Misses       1607     1607           
  Partials      768      768           

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[github-actions]

⏱️ Performance Benchmark Report: 5b3adad

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [cb38cb2c]    | After [5b3adadc]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.7±0.2ms           | 20.8±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.8±1ms             | 51.6±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.3±0.4ms           | 34.4±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 162±1ms              | 163±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.6±0.4ms           | 23.3±0.3ms          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.9±0.4ms           | 31.1±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.5±0.06ms          | 22.5±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.9±0.5ms           | 30.9±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.6±0.2ms           | 20.8±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 43.6±0.8ms           | 43.7±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 124±0.7ms            | 124±0.9ms           | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 123±0.9ms            | 126±1ms             | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.4±0.3ms           | 22.0±0.2ms          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.5±1ms             | 47.8±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 22.8±0.2ms           | 23.6±0.3ms          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.7±0.7ms           | 57.5±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.6±0.2ms           | 20.8±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.5±2ms             | 44.3±0.7ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.08±0.01s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0.01s           | 1.07±0.01s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 213±3ms              | 214±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 333±10ms             | 337±7ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.6±0.3ms           | 21.9±0.2ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.0±0.3ms           | 29.6±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.8±0.2ms           | 22.2±0.08ms         | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.0±1ms             | 58.6±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.5±0.2ms           | 22.6±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 60.9±1ms             | 60.6±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.5±0.2ms           | 22.9±0.2ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 56.8±1ms             | 57.9±1ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.61±0.1ms           | 7.91±0.2ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.2±0.3ms           | 21.5±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.3±0.2ms           | 19.5±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 120±1ms              | 121±1ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.12±0.1ms           | 8.23±0.04ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.0±0.8ms           | 20.0±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.95±0.1ms           | 7.98±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.2±0.7ms           | 19.9±0.6ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.57±0.1ms           | 7.74±0.04ms         | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.9±0.3ms           | 20.2±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.0±0.3ms           | 23.9±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.7±0.8ms           | 34.0±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.98±0.2ms           | 7.96±0.09ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.1±0.2ms           | 20.5±0.2ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.83±0.1ms           | 8.99±0.2ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.2±0.3ms           | 22.4±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.59±0.06ms          | 7.70±0.2ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.8±0.3ms           | 19.9±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 526±3ms              | 525±3ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 533±3ms              | 542±4ms             | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.1±0.9ms           | 44.8±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 130±2ms              | 132±2ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.91±0.2ms           | 7.88±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.6±0.7ms           | 19.4±0.7ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.03±0.1ms           | 8.04±0.09ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.9±0.5ms           | 22.2±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.00±0.04ms          | 8.20±0.04ms         | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.2±0.2ms           | 21.6±0.2ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.12±0.06ms          | 8.44±0.1ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 20.8±0.3ms           | 21.1±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 21.9±0.4ms           | 22.1±0.2ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 80.7±1ms             | 81.1±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.8±0.4ms           | 22.5±0.1ms          | 1.03    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 92.6±1ms             | 94.8±3ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.8±0.2ms           | 21.3±0.2ms          | 1.03    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.8±1ms             | 55.2±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.15±0.1ms           | 8.30±0.2ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.0±0.7ms           | 26.4±0.7ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.97±0.06ms          | 8.20±0.1ms          | 1.03    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.7±0.9ms           | 28.4±1ms            | 1.03    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.76±0.03ms          | 8.10±0.2ms          | 1.04    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.2±0.5ms           | 22.8±0.9ms          | 1.03    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 220±3ms              | 221±3ms             | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 275±5ms              | 276±3ms             | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.07±0.02ms          | 1.11±0.03ms         | 1.04    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 382±5μs              | 397±8μs             | 1.04    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.95±0.04ms          | 1.94±0.05ms         | 0.99    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.35±0.02ms          | 1.38±0.03ms         | 1.03    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.8±1ms             | 86.3±1ms            | 1.01    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.8±2ms             | 24.7±1ms            | 1.00    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 99.5±2ms             | 102±1ms             | 1.02    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.4±0.1μs           | 16.6±0.2μs          | 1.01    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 91.3±1ms             | 91.9±2ms            | 1.01    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.4±1ms             | 28.5±1ms            | 1.04    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 104±1ms              | 103±2ms             | 0.98    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.0±0.2μs           | 16.5±0.3μs          | 1.03    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 170±2ms              | 171±4ms             | 1.01    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 65.3±0.4ms           | 66.3±2ms            | 1.02    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 195±2ms              | 199±3ms             | 1.02    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 49.6±0.6μs           | 50.9±0.4μs          | 1.03    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 239±3ms              | 244±8ms             | 1.02    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 135±1ms              | 138±4ms             | 1.02    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 268±2ms              | 271±5ms             | 1.01    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 356±3μs              | 366±3μs             | 1.03    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 789±4μs              | 807±10μs            | 1.02    | import_iris.Iris.time__concatenate                                                          |
|          | 183±0.9μs            | 186±4μs             | 1.02    | import_iris.Iris.time__constraints                                                          |
|          | 115±2μs              | 115±0.8μs           | 1.00    | import_iris.Iris.time__data_manager                                                         |
|          | 91.1±0.8μs           | 91.0±2μs            | 1.00    | import_iris.Iris.time__deprecation                                                          |
|          | 161±1μs              | 164±2μs             | 1.02    | import_iris.Iris.time__lazy_data                                                            |
|          | 892±8μs              | 898±10μs            | 1.01    | import_iris.Iris.time__merge                                                                |
|          | 75.2±1μs             | 74.4±0.8μs          | 0.99    | import_iris.Iris.time__representation                                                       |
|          | 605±9μs              | 611±5μs             | 1.01    | import_iris.Iris.time_analysis                                                              |
|          | 139±2μs              | 141±0.7μs           | 1.02    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±3μs              | 108±0.6μs           | 1.03    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 243±3μs              | 247±2μs             | 1.02    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 192±1μs              | 193±2μs             | 1.01    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 108±0.9μs            | 109±2μs             | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±1μs              | 138±2μs             | 1.02    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 320±3μs              | 323±1μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.7±0.8μs           | 91.3±0.5μs          | 1.01    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 210±7μs              | 214±2μs             | 1.02    | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.2±0.7μs           | 94.8±0.7μs          | 1.01    | import_iris.Iris.time_analysis_stats                                                        |
|          | 167±1μs              | 170±3μs             | 1.02    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 314±2μs              | 318±7μs             | 1.01    | import_iris.Iris.time_aux_factory                                                           |
|          | 80.8±1μs             | 80.5±0.8μs          | 1.00    | import_iris.Iris.time_common                                                                |
|          | 159±1μs              | 160±3μs             | 1.01    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.32±0.01ms          | 1.34±0.01ms         | 1.02    | import_iris.Iris.time_common_metadata                                                       |
|          | 166±1μs              | 168±1μs             | 1.01    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.15±0ms             | 1.16±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                        |
|          | 196±1μs              | 206±5μs             | 1.05    | import_iris.Iris.time_config                                                                |
|          | 128±1μs              | 127±1μs             | 1.00    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 372±0.8μs            | 382±2μs             | 1.03    | import_iris.Iris.time_coord_systems                                                         |
|          | 755±6μs              | 761±7μs             | 1.01    | import_iris.Iris.time_coords                                                                |
|          | 673±3μs              | 687±8μs             | 1.02    | import_iris.Iris.time_cube                                                                  |
|          | 239±1μs              | 242±7μs             | 1.01    | import_iris.Iris.time_exceptions                                                            |
|          | 74.1±2μs             | 74.7±0.7μs          | 1.01    | import_iris.Iris.time_experimental                                                          |
|          | 179±3μs              | 180±1μs             | 1.00    | import_iris.Iris.time_fileformats                                                           |
|          | 253±4μs              | 256±6μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.51±0.03ms          | 2.54±0.02ms         | 1.01    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.4±1μs             | 76.1±0.4μs          | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 111±0.8μs            | 114±3μs             | 1.03    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 434±4μs              | 444±7μs             | 1.02    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.71±0.02ms          | 4.72±0.07ms         | 1.00    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.3±0.5μs           | 70.9±2μs            | 0.99    | import_iris.Iris.time_fileformats_name                                                      |
|          | 248±7μs              | 250±6μs             | 1.01    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 115±1μs              | 115±0.5μs           | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 120±2μs              | 126±3μs             | 1.05    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 209±2μs              | 212±3μs             | 1.02    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 795±10μs             | 798±10μs            | 1.00    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 180±2μs              | 181±0.6μs           | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±0.8μs            | 141±2μs             | 1.03    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 541±7μs              | 536±6μs             | 0.99    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 217±2μs              | 219±4μs             | 1.01    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.9±1μs             | 81.8±1μs            | 1.02    | import_iris.Iris.time_fileformats_um                                                        |
|          | 157±0.3μs            | 157±4μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±1μs              | 138±3μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 74.4±1μs             | 72.3±0.7μs          | 0.97    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.4±0.8μs           | 78.1±2μs            | 1.00    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 933±3μs              | 953±10μs            | 1.02    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±1μs              | 138±3μs             | 1.01    | import_iris.Iris.time_io                                                                    |
|          | 173±2μs              | 174±2μs             | 1.01    | import_iris.Iris.time_io_format_picker                                                      |
|          | 210±0.9μs            | 210±7μs             | 1.00    | import_iris.Iris.time_iris                                                                  |
|          | 124±0.8μs            | 125±3μs             | 1.01    | import_iris.Iris.time_iterate                                                               |
|          | 8.17±0.1ms           | 8.26±0.1ms          | 1.01    | import_iris.Iris.time_palette                                                               |
|          | 1.76±0.01ms          | 1.80±0.01ms         | 1.02    | import_iris.Iris.time_plot                                                                  |
|          | 216±3μs              | 215±2μs             | 1.00    | import_iris.Iris.time_quickplot                                                             |
|          | 2.10±0.03ms          | 2.13±0.05ms         | 1.02    | import_iris.Iris.time_std_names                                                             |
|          | 1.80±0.02ms          | 1.83±0.02ms         | 1.02    | import_iris.Iris.time_symbols                                                               |
|          | 109±3ms              | 108±2ms             | 0.99    | import_iris.Iris.time_tests                                                                 |
|          | 258±5μs              | 251±3μs             | 0.98    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.03±0.03ms          | 5.05±0.03ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 117±0.6μs            | 116±1μs             | 0.99    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.68±0.02ms          | 2.69±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.32±0ms             | 1.33±0ms            | 1.01    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 168±0.8μs            | 169±1μs             | 1.01    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.3±1μs             | 98.0±1μs            | 1.00    | import_iris.Iris.time_time                                                                  |
|          | 377±6μs              | 379±9μs             | 1.01    | import_iris.Iris.time_util                                                                  |
|          | 69.5±0.7μs           | 71.6±1μs            | 1.03    | iterate.IZip.time_izip                                                                      |
|          | 9.89±0.2ms           | 10.0±0.08ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.5±0.2ms           | 16.8±0.2ms          | 1.08    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.83±0.3ms           | 10.1±0.08ms         | 1.03    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.95±0.1ms           | 10.0±0.1ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.3±0.1ms           | 13.5±0.4ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.93±0.1ms           | 10.1±0.2ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.47±0.01s           | 1.53±0.02s          | 1.04    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.9±0.07ms          | 12.4±0.2ms          | 1.04    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.51±0.02s           | 1.54±0.02s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.51±0.02s           | 1.49±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.0±0.08ms          | 12.2±0.3ms          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.50±0.04s           | 1.52±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.33±0.05ms          | 5.33±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.7±0.06ms          | 12.2±0.4ms          | 1.04    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.21±0.05ms          | 5.31±0.01ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.30±0.05ms          | 5.33±0.02ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.05ms          | 12.4±0.3ms          | 1.06    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.21±0.08ms          | 5.40±0.08ms         | 1.04    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.4±1ms             | 24.9±1ms            | 1.07    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 26.0±1ms             | 25.4±0.6ms          | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.5±1ms             | 11.7±1ms            | 0.94    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.6±1ms             | 28.2±1ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 72.9±3ms             | 72.4±3ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.1±1ms             | 27.7±1ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 591±10ms             | 592±10ms            | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.31±0.2ms           | 3.49±0.2ms          | 1.05    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 595±10ms             | 591±10ms            | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 602±10ms             | 599±10ms            | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.47±0.1ms           | 3.53±0.1ms          | 1.02    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 603±6ms              | 599±10ms            | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.04±0.06ms          | 2.10±0.05ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.42±0.1ms           | 3.47±0.07ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.05±0.03ms          | 2.03±0.04ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.09±0.09ms          | 2.08±0.07ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.48±0.3ms           | 3.46±0.07ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.08±0.08ms          | 2.11±0.07ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 337±4ms              | 344±6ms             | 1.02    | load.ManyCubes.time_many_cube_load                                                          |
|          | 86.1±0.9ms           | 85.6±1ms            | 0.99    | load.ManyVars.time_many_var_load                                                            |
|          | 9.93±0.1ms           | 10.1±0.2ms          | 1.02    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.98±0.1ms           | 10.1±0.2ms          | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.50±0.02s           | 1.51±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.52±0.02s           | 1.53±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.25±0.08ms          | 5.41±0.02ms         | 1.03    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.39±0.09ms          | 5.39±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.08±0.1ms           | 9.08±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.54±0.02ms          | 5.65±0.03ms         | 1.02    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.46±0.02s           | 1.49±0.01s          | 1.02    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 423±6ms              | 427±6ms             | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.40±0.1ms           | 4.41±0.05ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.24±0.04ms          | 4.26±0.03ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 151±0.9ms            | 153±2ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.7±0.05ms          | 15.0±0.6ms          | 1.02    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 153±0.7ms            | 155±4ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.6±0.2ms           | 31.0±0.9ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.5±0.1ms           | 14.7±0.5ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.9±0.1ms           | 31.5±0.7ms          | 1.02    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 18.3±0.3ms           | 19.2±0.8ms          | 1.05    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 47.7±0.7ms           | 49.4±2ms            | 1.04    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.89±0.2ms           | 8.93±0.3ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.8±0.4ms           | 16.4±1ms            | 1.04    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.7±0.3ms           | 18.7±1ms            | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 18.9±0.4ms           | 19.1±1ms            | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.73±0.2ms           | 9.19±0.4ms          | 1.05    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.4±0.2ms           | 11.5±0.8ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 20.7±0.3ms           | 21.3±0.5ms          | 1.03    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 59.1±1ms             | 60.0±2ms            | 1.02    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.0±0.4ms           | 21.7±0.8ms          | 1.04    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 21.2±0.3ms           | 22.1±1ms            | 1.04    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.31±0.1ms           | 3.50±0.3ms          | 1.06    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.42±0.6ms           | 5.71±1ms            | ~1.29   | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.0±0.7ms           | 36.7±3ms            | 1.05    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 778±10ms             | 782±10ms            | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.37±0.02s           | 1.36±0.03s          | 1.00    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 424±3ms              | 428±10ms            | 1.01    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±6M               | 111±5M              | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 39.1±4ms             | 37.0±3ms            | 0.95    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 349±3ns              | 364±4ns             | 1.04    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 196±2ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 772±0.5k            | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.4±0.3ms           | 19.0±0.4ms          | 1.03    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.9±0.2ms           | 22.3±0.4ms          | 1.02    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.04M           | 1.27±0.04M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.04M             | 25±0.04M            | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 114±2ms              | 116±3ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 571±6ms              | 569±10ms            | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.48±0.03M           | 1.48±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.08M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 76.7±2ms             | 76.0±2ms            | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 530±4ms              | 527±4ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.04M           | 1.43±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.04M           | 96.5±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.44±0.02ms          | 6.57±0.1ms          | 1.02    | plot.AuxSort.time_aux_sort                                                                  |
|          | 78.7±4ms             | 80.1±3ms            | 1.02    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 95.2±6ms             | 103±7ms             | 1.08    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 62.5±2ms             | 62.8±5ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.09M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.60±0.04ms          | 4.76±0.2ms          | 1.03    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 82.5±1ms             | 88.6±4ms            | 1.07    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.1±0.4ms           | 41.7±0.7ms          | 1.02    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 465±3ms              | 478±10ms            | 1.03    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.5±0.6ns           | 87.8±1ns            | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 61.4±0.4ms           | 65.4±2ms            | 1.07    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.4±0.3ns           | 87.6±0.4ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 409±2ms              | 417±10ms            | 1.02    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.4k            | 31.9±0.5k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.78±0.1M            | 1.9±0.2M            | 1.06    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.8±0.3k            | 31.9±0.4k           | 1.01    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 208±10M             | 0.92    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.7±0.3ms           | 39.1±0.4ms          | 1.01    | stats.PearsonR.time_lazy                                                                    |
|          | 8.93±0.1ms           | 9.06±0.3ms          | 1.01    | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.5M            | 29.4±2M             | 1.00    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.3±0.2ms           | 24.6±0.7ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 59.7±0.3ms           | 62.0±1ms            | 1.04    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 17689031125

[github-actions]

⏱️ Performance Benchmark Report: 5b3adad

Performance shifts

| Change   | Before [cb38cb2c]    | After [5b3adadc]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| -        | 6.15±0.4ms           | 4.51±0.1ms          |    0.73 | load.ugrid.DataRealisation.time_realise_data(200000) |

Full benchmark results

Benchmarks that have improved:

| Change   | Before [cb38cb2c]    | After [5b3adadc]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| -        | 6.15±0.4ms           | 4.51±0.1ms          |    0.73 | load.ugrid.DataRealisation.time_realise_data(200000) |

Benchmarks that have stayed the same:

| Change   | Before [cb38cb2c]    | After [5b3adadc]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.1±0.2ms           | 20.6±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.5±1ms             | 51.1±0.8ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.7±0.3ms           | 33.8±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 166±1ms              | 165±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.7±0.2ms           | 22.9±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.5±0.6ms           | 31.0±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.6±0.3ms           | 22.2±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.7±0.3ms           | 31.2±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.7±0.2ms           | 20.3±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 45.8±0.8ms           | 44.4±2ms            |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.6ms            | 124±1ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 127±0.9ms            | 125±2ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.9±0.4ms           | 21.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.3±1ms             | 48.2±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.5±0.3ms           | 23.0±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.7±1ms             | 57.2±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.7±0.3ms           | 20.5±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.6±0.9ms           | 43.7±0.7ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.08±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.07±0.01s           | 1.05±0.01s          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 213±2ms              | 212±3ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 359±6ms              | 343±7ms             |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.8±0.3ms           | 21.4±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.9±0.3ms           | 29.3±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.7±0.2ms           | 22.2±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.2±2ms             | 58.3±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.7±0.4ms           | 22.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.9±1ms             | 61.9±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.3±0.1ms           | 22.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.0±0.7ms           | 58.4±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.80±0.09ms          | 7.85±0.06ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.3±0.2ms           | 21.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.6±0.3ms           | 19.2±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 123±2ms              | 122±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.15±0.1ms           | 7.99±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.0±0.5ms           | 19.6±0.7ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.06±0.1ms           | 7.91±0.09ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.1±0.4ms           | 19.9±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.78±0.09ms          | 7.62±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.3±0.5ms           | 20.3±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.1±0.3ms           | 24.0±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.7±0.6ms           | 34.3±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.00±0.09ms          | 7.86±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.6±0.1ms           | 20.2±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.94±0.1ms           | 8.83±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.8±0.4ms           | 22.7±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.68±0.1ms           | 7.75±0.05ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.2±0.1ms           | 20.0±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 529±3ms              | 526±6ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 535±2ms              | 539±6ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.6±0.8ms           | 44.9±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 133±3ms              | 132±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.18±0.04ms          | 7.84±0.2ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.5±0.7ms           | 19.3±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.95±0.1ms           | 7.94±0.09ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.4±0.4ms           | 22.4±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.12±0.06ms          | 8.28±0.08ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.7±0.3ms           | 21.9±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.23±0.08ms          | 8.06±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.4±0.3ms           | 21.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.2±0.2ms           | 22.0±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.0±1ms             | 81.8±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.1±0.3ms           | 22.1±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 95.2±0.8ms           | 92.4±1ms            |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.0±0.1ms           | 20.8±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.9±0.7ms           | 55.1±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.26±0.1ms           | 8.10±0.1ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.2±0.6ms           | 26.9±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.02±0.04ms          | 8.06±0.07ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.3±0.9ms           | 28.0±0.7ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.01±0.1ms           | 7.86±0.1ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.4±0.6ms           | 22.5±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 220±4ms              | 220±1ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 280±2ms              | 284±3ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.10±0.01ms          | 1.06±0.01ms         |    0.97 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 380±6μs              | 380±3μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.94±0.02ms          | 1.93±0.02ms         |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.36±0.01ms          | 1.39±0.02ms         |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.8±2ms             | 87.0±2ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.6±1ms             | 24.3±0.9ms          |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 101±2ms              | 99.9±2ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.5±0.1μs           | 16.2±0.2μs          |    0.98 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 91.8±1ms             | 90.9±1ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.9±0.8ms           | 27.7±0.3ms          |    0.99 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 104±2ms              | 103±0.9ms           |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.3±0.2μs           | 16.4±0.1μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 171±5ms              | 170±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 66.3±2ms             | 66.1±1ms            |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 200±5ms              | 199±3ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.3±0.2μs           | 51.0±0.4μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 242±8ms              | 244±4ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 139±4ms              | 141±2ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 270±7ms              | 273±5ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 369±6μs              | 361±4μs             |    0.98 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 798±20μs             | 803±6μs             |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 183±5μs              | 183±2μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 112±0.7μs            | 116±3μs             |    1.04 | import_iris.Iris.time__data_manager                                                         |
|          | 91.1±0.6μs           | 90.4±0.2μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 160±1μs              | 161±2μs             |    1.01 | import_iris.Iris.time__lazy_data                                                            |
|          | 889±5μs              | 908±10μs            |    1.02 | import_iris.Iris.time__merge                                                                |
|          | 73.5±0.5μs           | 73.1±0.5μs          |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 617±8μs              | 613±8μs             |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 140±3μs              | 139±0.9μs           |    0.99 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 109±1μs              | 107±0.6μs           |    0.98 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 242±8μs              | 245±3μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 192±3μs              | 194±2μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 109±0.8μs            | 110±2μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 137±2μs              | 139±2μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 318±3μs              | 321±3μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.0±0.5μs           | 91.4±2μs            |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 210±1μs              | 213±2μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                        |
|          | 93.4±0.4μs           | 93.7±0.5μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 167±2μs              | 169±2μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 313±2μs              | 317±2μs             |    1.01 | import_iris.Iris.time_aux_factory                                                           |
|          | 79.9±0.7μs           | 79.5±0.4μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 157±2μs              | 159±1μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.33±0.01ms          | 1.36±0.03ms         |    1.02 | import_iris.Iris.time_common_metadata                                                       |
|          | 167±2μs              | 167±0.9μs           |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.15±0.01ms          | 1.16±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 195±2μs              | 197±2μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 127±2μs              | 130±2μs             |    1.02 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 378±3μs              | 377±7μs             |    1    | import_iris.Iris.time_coord_systems                                                         |
|          | 754±3μs              | 766±6μs             |    1.02 | import_iris.Iris.time_coords                                                                |
|          | 674±3μs              | 683±3μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 241±2μs              | 241±3μs             |    1    | import_iris.Iris.time_exceptions                                                            |
|          | 73.7±1μs             | 74.2±0.8μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 178±0.7μs            | 181±4μs             |    1.02 | import_iris.Iris.time_fileformats                                                           |
|          | 251±2μs              | 259±6μs             |    1.03 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.50±0.03ms          | 2.56±0.02ms         |    1.03 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 74.9±0.8μs           | 75.0±0.2μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 111±0.5μs            | 111±0.5μs           |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 437±7μs              | 436±5μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.77±0.02ms          | 4.72±0.03ms         |    0.99 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.8±0.6μs           | 71.9±1μs            |    1    | import_iris.Iris.time_fileformats_name                                                      |
|          | 248±0.7μs            | 251±3μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±2μs              | 114±0.7μs           |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 119±0.9μs            | 120±0.8μs           |    1.01 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 205±3μs              | 207±2μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 787±4μs              | 801±10μs            |    1.02 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 178±4μs              | 183±4μs             |    1.03 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 133±4μs              | 139±3μs             |    1.04 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 537±8μs              | 536±4μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 216±2μs              | 218±2μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.5±2μs             | 80.0±1μs            |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 155±3μs              | 155±0.6μs           |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 135±1μs              | 136±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 71.8±0.4μs           | 71.6±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 77.5±0.4μs           | 77.6±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 938±10μs             | 939±3μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±3μs              | 137±2μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 176±3μs              | 174±2μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 210±5μs              | 211±1μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 124±1μs              | 125±0.8μs           |    1.02 | import_iris.Iris.time_iterate                                                               |
|          | 7.96±0.03ms          | 7.95±0.03ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.76±0.01ms          | 1.77±0.01ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 215±2μs              | 216±3μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.13±0.03ms          | 2.14±0.02ms         |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.81±0.01ms          | 1.81±0.02ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 93.3±0.8ms           | 94.0±0.9ms          |    1.01 | import_iris.Iris.time_tests                                                                 |
|          | 251±3μs              | 252±0.9μs           |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.05±0.06ms          | 5.04±0.04ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 116±0.4μs            | 116±0.5μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.67±0ms             | 2.68±0.1ms          |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.32±0.02ms          | 1.32±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 169±2μs              | 170±1μs             |    1.01 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 97.5±1μs             | 98.6±1μs            |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 379±4μs              | 380±4μs             |    1    | import_iris.Iris.time_util                                                                  |
|          | 70.7±1μs             | 70.7±1μs            |    1    | iterate.IZip.time_izip                                                                      |
|          | 9.82±0.05ms          | 9.82±0.08ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.8±0.4ms           | 16.1±0.4ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.95±0.08ms          | 9.88±0.2ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.99±0.1ms           | 9.98±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.1±0.06ms          | 13.5±0.2ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.93±0.04ms          | 9.86±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.51±0.02s           | 1.50±0.03s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.2±0.2ms           | 12.2±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.53±0.02s           | 1.51±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.50±0.02s           | 1.48±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.1±0.1ms           | 12.8±0.6ms          |    1.06 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.51±0.01s           | 1.51±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.32±0.02ms          | 5.39±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.9±0.1ms           | 11.9±0.1ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.32±0.04ms          | 5.34±0.07ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.29±0.1ms           | 5.26±0.1ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.08ms          | 11.9±0.1ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.28±0.05ms          | 5.27±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 24.2±1ms             | 22.4±1ms            |    0.93 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 24.2±0.6ms           | 23.9±0.3ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.0±2ms             | 11.9±0.8ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.9±2ms             | 28.2±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 70.4±3ms             | 70.7±3ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.5±1ms             | 27.7±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 607±3ms              | 606±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.39±0.08ms          | 3.37±0.09ms         |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 607±2ms              | 609±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 618±3ms              | 619±6ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.44±0.08ms          | 3.41±0.2ms          |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 615±3ms              | 612±3ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.12±0.06ms          | 2.11±0.06ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.31±0.09ms          | 3.39±0.2ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.04±0.07ms          | 2.08±0.08ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.08±0.06ms          | 2.16±0.04ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.36±0.04ms          | 3.45±0.09ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.09±0.05ms          | 2.10±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 338±2ms              | 339±3ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 85.0±0.7ms           | 88.1±2ms            |    1.04 | load.ManyVars.time_many_var_load                                                            |
|          | 10.0±0.2ms           | 10.1±0.07ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.1±0.08ms          | 10.0±0.02ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.53±0.01s           | 1.51±0.01s          |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.53±0.01s           | 1.53±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.32±0.03ms          | 5.39±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.29±0.01ms          | 5.33±0.04ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.99±0.07ms          | 8.93±0.1ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.59±0.04ms          | 5.64±0.08ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.50±0.01s           | 1.49±0.03s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 436±6ms              | 420±4ms             |    0.96 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.38±0.02ms          | 4.43±0.06ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.25±0.06ms          | 4.18±0.02ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 154±0.6ms            | 152±0.4ms           |    0.99 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.8±0.08ms          | 15.0±0.06ms         |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 157±2ms              | 154±0.4ms           |    0.98 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.1±0.2ms           | 30.7±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.5±0.05ms          | 14.6±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.1±0.4ms           | 30.8±0.07ms         |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 18.9±0.6ms           | 18.9±0.5ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 49.6±0.4ms           | 50.4±1ms            |    1.02 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.65±0.1ms           | 9.21±0.3ms          |    1.07 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.5±0.5ms           | 17.7±0.7ms          |    1.07 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.0±0.7ms           | 19.0±0.6ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.2±0.5ms           | 18.8±0.4ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.72±0.2ms           | 8.95±0.2ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.5±0.3ms           | 11.6±0.2ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 20.8±0.4ms           | 20.8±0.3ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 60.2±1ms             | 60.7±1ms            |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.2±0.3ms           | 20.6±0.4ms          |    0.97 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 21.9±0.3ms           | 21.9±0.3ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.51±0.1ms           | 3.54±0.2ms          |    1.01 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 36.2±2ms             | 38.0±2ms            |    1.05 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 764±3ms              | 770±4ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.35±0.03s           | 1.39±0.03s          |    1.03 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 426±4ms              | 426±7ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 118±3M              |    1.07 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 35.2±3ms             | 39.2±2ms            |    1.11 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 351±1ns              | 353±3ns             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 197±2ms              | 196±2ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 771±0.5k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.9±0.2ms           | 18.5±0.5ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.4±0.7ms           | 22.1±0.4ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.04M           | 1.27±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.04M             | 25±0.04M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 118±2ms              | 116±2ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 576±4ms              | 573±5ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.49±0.08M           | 1.48±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 79.0±0.7ms           | 76.0±1ms            |    0.96 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 532±4ms              | 533±5ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.02M           | 1.43±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.5±0.05M          |    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          | 6.53±0.04ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 79.2±2ms             | 81.2±4ms            |    1.02 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±7ms              | 104±7ms             |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 61.1±7ms             | 61.9±4ms            |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.09M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.63±0.05ms          | 4.73±0.05ms         |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 83.7±0.7ms           | 84.5±0.7ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.6±0.4ms           | 42.1±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 469±4ms              | 474±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 86.3±0.08ns          | 87.6±3ns            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.3±0.6ms           | 64.5±0.8ms          |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.6±0.2ns           | 87.8±0.3ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 407±2ms              | 416±1ms             |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.4k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.81±0.1M            | 1.86±0.2M           |    1.03 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.3k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 208±30M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.1±0.4ms           | 39.6±0.9ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 9.07±0.08ms          | 9.09±0.3ms          |    1    | stats.PearsonR.time_real                                                                    |
|          | 29.4±1M              | 29.5±0.3M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.9±0.3ms           | 25.7±0.6ms          |    1.03 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.0±0.3ms           | 62.4±1ms            |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 17689031094

[github-actions]

⏱️ Performance Benchmark Report: 5b3adad

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [cb38cb2c]    | After [5b3adadc]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.5±0.5ms           | 21.2±0.4ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.7±0.8ms           | 52.0±3ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.4±0.6ms           | 34.8±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 162±1ms              | 167±3ms             |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.4±0.3ms           | 22.9±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.6±0.1ms           | 31.5±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.9±0.2ms           | 22.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.1±0.4ms           | 31.4±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.3±0.3ms           | 20.7±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.4±0.8ms           | 44.1±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.9ms            | 126±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 124±1ms              | 126±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.6±0.3ms           | 22.0±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.2±1ms             | 48.5±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.3±0.3ms           | 23.8±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.9±1ms             | 58.1±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.5±0.2ms           | 21.1±0.1ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 43.9±1ms             | 44.7±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.01s           | 1.10±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.08±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 214±2ms              | 211±4ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 346±6ms              | 348±9ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.6±0.5ms           | 21.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.8±0.4ms           | 29.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.7±0.1ms           | 22.2±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.7±1ms             | 58.8±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.6±0.3ms           | 22.8±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.0±0.8ms           | 61.6±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.8±0.3ms           | 22.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.7±1ms             | 57.7±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.63±0.07ms          | 7.78±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.2±0.2ms           | 21.7±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.5±0.1ms           | 20.1±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 121±2ms              | 123±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.17±0.1ms           | 8.22±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.2±0.7ms           | 20.4±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.15±0.1ms           | 8.15±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.8±0.6ms           | 20.1±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.78±0.04ms          | 7.91±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.1±0.2ms           | 20.4±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.1±0.3ms           | 24.4±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.7±0.7ms           | 34.7±0.7ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.88±0.1ms           | 8.20±0.08ms         |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.7±0.3ms           | 20.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.86±0.1ms           | 9.02±0.05ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.8±0.1ms           | 22.9±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.62±0.04ms          | 7.85±0.04ms         |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.2±0.2ms           | 20.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 529±4ms              | 533±4ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 534±2ms              | 540±3ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.9±0.4ms           | 45.1±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 132±2ms              | 133±3ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.92±0.07ms          | 8.03±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.7±0.8ms           | 19.9±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.86±0.08ms          | 8.10±0.04ms         |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.2±0.5ms           | 22.3±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.21±0.1ms           | 8.38±0.08ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.3±0.4ms           | 21.6±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.18±0.03ms          | 8.37±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.2±0.3ms           | 21.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.2±0.2ms           | 22.2±0.09ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.3±0.6ms           | 81.7±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.9±0.09ms          | 22.5±0.3ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.0±2ms             | 94.7±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.8±0.1ms           | 21.2±0.4ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.7±1ms             | 55.8±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.18±0.08ms          | 8.41±0.04ms         |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.6±0.4ms           | 27.3±0.6ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.18±0.07ms          | 8.24±0.1ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.3±0.8ms           | 28.8±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.72±0.1ms           | 7.97±0.1ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.2±0.7ms           | 22.7±0.6ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 223±3ms              | 226±4ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 281±2ms              | 284±5ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.08±0.01ms          | 1.11±0.01ms         |    1.03 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 379±4μs              | 391±7μs             |    1.03 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.91±0.03ms          | 1.94±0.04ms         |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.35±0.02ms          | 1.39±0.01ms         |    1.03 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 86.7±3ms             | 88.5±2ms            |    1.02 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.3±0.7ms           | 24.5±0.6ms          |    0.97 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 103±2ms              | 102±1ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.2±0.2μs           | 16.3±0.3μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 91.8±2ms             | 91.8±2ms            |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.7±0.7ms           | 28.5±0.7ms          |    0.99 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 105±2ms              | 104±3ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.2±0.1μs           | 16.6±0.3μs          |    1.03 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 171±4ms              | 172±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 66.8±1ms             | 67.1±1ms            |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 199±4ms              | 200±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 51.1±0.4μs           | 50.9±0.6μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 245±3ms              | 248±5ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 138±2ms              | 140±4ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 274±6ms              | 277±4ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 365±4μs              | 371±3μs             |    1.02 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 789±5μs              | 796±20μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 185±2μs              | 188±2μs             |    1.01 | import_iris.Iris.time__constraints                                                          |
|          | 113±0.6μs            | 117±0.8μs           |    1.03 | import_iris.Iris.time__data_manager                                                         |
|          | 92.1±0.9μs           | 92.0±2μs            |    1    | import_iris.Iris.time__deprecation                                                          |
|          | 163±1μs              | 166±2μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 899±10μs             | 906±10μs            |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 75.3±0.9μs           | 73.2±2μs            |    0.97 | import_iris.Iris.time__representation                                                       |
|          | 615±10μs             | 618±5μs             |    1    | import_iris.Iris.time_analysis                                                              |
|          | 140±0.6μs            | 144±3μs             |    1.02 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 109±2μs              | 108±2μs             |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 247±1μs              | 251±4μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 192±2μs              | 194±2μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±0.7μs            | 109±2μs             |    0.98 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 139±0.9μs            | 137±2μs             |    0.98 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 324±7μs              | 323±4μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.0±2μs             | 92.4±1μs            |    1.01 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 214±2μs              | 216±7μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.3±0.8μs           | 94.4±1μs            |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 170±2μs              | 172±3μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 319±2μs              | 321±3μs             |    1.01 | import_iris.Iris.time_aux_factory                                                           |
|          | 82.7±1μs             | 78.7±2μs            |    0.95 | import_iris.Iris.time_common                                                                |
|          | 159±2μs              | 160±3μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.34±0.02ms          | 1.35±0.02ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 168±3μs              | 171±1μs             |    1.02 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.16±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 197±2μs              | 198±3μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 128±0.8μs            | 128±2μs             |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 380±3μs              | 385±6μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 755±2μs              | 767±5μs             |    1.02 | import_iris.Iris.time_coords                                                                |
|          | 688±8μs              | 690±3μs             |    1    | import_iris.Iris.time_cube                                                                  |
|          | 243±6μs              | 240±6μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 76.3±2μs             | 72.9±2μs            |    0.96 | import_iris.Iris.time_experimental                                                          |
|          | 181±3μs              | 180±4μs             |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 256±3μs              | 260±10μs            |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.55±0.03ms          | 2.53±0.02ms         |    0.99 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 78.1±3μs             | 75.4±2μs            |    0.97 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 114±1μs              | 114±1μs             |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 442±3μs              | 443±3μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.67±0.08ms          | 4.73±0.06ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 72.7±0.3μs           | 71.4±3μs            |    0.98 | import_iris.Iris.time_fileformats_name                                                      |
|          | 260±7μs              | 254±4μs             |    0.98 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 116±2μs              | 115±1μs             |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 122±1μs              | 123±1μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 208±3μs              | 221±6μs             |    1.06 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 790±4μs              | 797±20μs            |    1.01 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 181±2μs              | 181±1μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 142±2μs              | 140±0.6μs           |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 536±6μs              | 543±5μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 217±2μs              | 225±2μs             |    1.04 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.0±1μs             | 80.4±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 158±2μs              | 159±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±1μs              | 141±2μs             |    1.03 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 76.0±2μs             | 72.7±0.5μs          |    0.96 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.7±1μs             | 77.8±3μs            |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 940±5μs              | 951±30μs            |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±2μs              | 141±3μs             |    1.04 | import_iris.Iris.time_io                                                                    |
|          | 173±0.8μs            | 180±3μs             |    1.04 | import_iris.Iris.time_io_format_picker                                                      |
|          | 213±1μs              | 216±2μs             |    1.02 | import_iris.Iris.time_iris                                                                  |
|          | 127±1μs              | 126±1μs             |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.11±0.07ms          | 8.09±0.04ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.77±0.01ms          | 1.78±0.01ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 215±1μs              | 219±2μs             |    1.02 | import_iris.Iris.time_quickplot                                                             |
|          | 2.11±0.02ms          | 2.15±0.03ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.79±0.02ms          | 1.81±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 92.8±1ms             | 92.7±0.8ms          |    1    | import_iris.Iris.time_tests                                                                 |
|          | 256±3μs              | 253±2μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.08±0.04ms          | 5.07±0.04ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 116±2μs              | 117±1μs             |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.69±0.02ms          | 2.73±0.04ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.32±0ms             | 1.31±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 169±0.6μs            | 169±6μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.8±1μs             | 99.4±1μs            |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 384±7μs              | 380±3μs             |    0.99 | import_iris.Iris.time_util                                                                  |
|          | 70.5±0.9μs           | 71.2±0.8μs          |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 9.79±0.02ms          | 10.0±0.05ms         |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.3±0.8ms           | 16.1±0.9ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.90±0.07ms          | 10.1±0.2ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.83±0.1ms           | 9.95±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.0±0.1ms           | 13.4±0.03ms         |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.85±0.08ms          | 10.0±0.1ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.49±0.02s           | 1.51±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.1±0.1ms           | 12.4±0.1ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.50±0.02s           | 1.53±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.50±0.02s           | 1.52±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.2±0.2ms           | 12.3±0.1ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.50±0.02s           | 1.52±0.03s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.26±0.1ms           | 5.30±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.8±0.04ms          | 12.0±0.1ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.27±0.02ms          | 5.28±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.22±0.01ms          | 5.34±0.05ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.07ms          | 12.1±0.07ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.25±0.05ms          | 5.31±0.04ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.8±0.9ms           | 24.9±1ms            |    1.09 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 24.3±0.9ms           | 23.4±0.6ms          |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.6±1ms             | 12.1±1ms            |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.3±1ms             | 28.4±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 71.3±3ms             | 71.3±3ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.2±0.8ms           | 27.8±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 598±9ms              | 588±8ms             |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.41±0.07ms          | 3.37±0.05ms         |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 600±7ms              | 594±6ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 609±6ms              | 601±7ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.39±0.1ms           | 3.51±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 607±4ms              | 599±7ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.06±0.08ms          | 2.01±0.04ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.42±0.1ms           | 3.47±0.06ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.06±0.06ms          | 2.06±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.05±0.07ms          | 2.06±0.04ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.40±0.1ms           | 3.48±0.08ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.04±0.07ms          | 2.14±0.04ms         |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 342±5ms              | 343±2ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 86.4±1ms             | 86.0±2ms            |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 10.0±0.1ms           | 10.0±0.07ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.95±0.1ms           | 10.2±0.1ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.49±0.02s           | 1.50±0.03s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.52±0.02s           | 1.53±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.29±0.05ms          | 5.33±0.05ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.25±0.03ms          | 5.33±0.04ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.92±0.05ms          | 9.07±0.1ms          |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.51±0.04ms          | 5.69±0.05ms         |    1.03 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.48±0.01s           | 1.48±0.02s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 425±6ms              | 419±3ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.38±0.03ms          | 4.38±0.06ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.26±0.03ms          | 4.24±0.05ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 152±2ms              | 154±1ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.8±0.1ms           | 15.0±0.05ms         |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 156±0.7ms            | 153±1ms             |    0.98 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.9±0.1ms           | 30.9±0.3ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.6±0.2ms           | 14.7±0.05ms         |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.1±0.2ms           | 31.3±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 18.7±0.5ms           | 18.6±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 50.4±1ms             | 49.5±0.7ms          |    0.98 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.96±0.2ms           | 9.12±0.3ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.1±0.6ms           | 16.6±0.5ms          |    1.03 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.6±0.3ms           | 19.0±0.3ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.0±0.9ms           | 18.9±0.5ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.90±0.2ms           | 8.81±0.1ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.5±0.7ms           | 11.5±0.3ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 21.2±0.5ms           | 21.1±0.2ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 62.1±1ms             | 60.3±0.4ms          |    0.97 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.1±0.3ms           | 21.4±0.4ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 22.5±0.5ms           | 22.2±0.6ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.30±0.1ms           | 3.41±0.1ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 5.60±0.8ms           | 6.14±0.4ms          |    1.1  | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 36.6±3ms             | 38.1±2ms            |    1.04 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 789±10ms             | 792±6ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.36±0.04s           | 1.38±0.03s          |    1.02 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 430±4ms              | 428±9ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±3M               | 110±3M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 41.3±3ms             | 40.5±5ms            |    0.98 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 352±100ns            | 352±2ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 195±2ms              | 196±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 772±0.5k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.6±0.4ms           | 18.9±0.2ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.1±0.3ms           | 22.0±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.04M           | 1.27±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.04M             | 25±0.04M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 117±2ms              | 119±1ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 585±5ms              | 574±6ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.1M            | 1.48±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.07M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 78.4±2ms             | 78.6±3ms            |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 538±6ms              | 537±6ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.03M           | 1.41±0.04M          |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.04M           | 96.5±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.47±0.05ms          | 6.46±0.05ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 78.4±5ms             | 77.7±2ms            |    0.99 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±7ms              | 105±7ms             |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 63.8±5ms             | 61.0±4ms            |    0.96 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.09M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.71±0.04ms          | 4.65±0.04ms         |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 85.7±1ms             | 83.9±2ms            |    0.98 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.8±0.6ms           | 42.6±0.7ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 475±3ms              | 470±6ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.5±0.4ns           | 87.2±0.2ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 63.2±0.5ms           | 62.8±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 88.7±0.4ns           | 88.4±6ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 410±3ms              | 410±5ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.4k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.9±0.1M             | 1.84±0.1M           |    0.97 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.4k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 225±30M             |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.1±0.4ms           | 39.4±0.3ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 9.08±0.2ms           | 8.99±0.1ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.2M            | 29.4±0.3M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.7±0.2ms           | 24.7±0.4ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.5±1ms             | 60.2±0.7ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 17689031118

[github-actions]

⏱️ Performance Benchmark Report: 5b3adad

Performance shifts

| Change   | Before [cb38cb2c]    | After [5b3adadc]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 4.89±0.4ms           | 6.69±0.5ms          |    1.37 | load.ugrid.DataRealisation.time_realise_data(200000) |

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [cb38cb2c]    | After [5b3adadc]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.9±0.3ms           | 21.6±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 54.0±0.6ms           | 53.0±0.7ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 36.1±0.4ms           | 35.8±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 171±2ms              | 172±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.5±0.2ms           | 23.5±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 33.1±0.5ms           | 33.0±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 24.0±0.3ms           | 23.9±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 33.2±0.2ms           | 32.8±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.4±0.2ms           | 21.9±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 46.1±0.6ms           | 46.0±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 127±1ms              | 128±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 126±1ms              | 128±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.7±0.3ms           | 22.6±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 49.8±1ms             | 50.2±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 24.0±0.4ms           | 23.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 59.4±1ms             | 59.1±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.4±0.4ms           | 21.5±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.2±1ms             | 45.9±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.08±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.07±0.01s           | 1.07±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 218±2ms              | 217±4ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 348±20ms             | 360±4ms             |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.5±0.1ms           | 22.7±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 31.1±0.2ms           | 31.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.9±0.2ms           | 22.7±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 61.8±1ms             | 61.0±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.9±0.5ms           | 23.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 63.0±1ms             | 62.7±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.7±0.1ms           | 23.2±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 60.2±2ms             | 60.0±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 8.12±0.2ms           | 8.00±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 22.8±0.4ms           | 22.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 20.3±0.2ms           | 20.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 129±3ms              | 131±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.43±0.2ms           | 8.47±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 21.4±0.7ms           | 21.6±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.32±0.1ms           | 8.40±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 21.1±0.9ms           | 21.2±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.92±0.07ms          | 7.95±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 21.7±0.4ms           | 21.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.1±0.5ms           | 25.0±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 35.4±0.7ms           | 35.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.34±0.09ms          | 8.26±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 21.5±0.3ms           | 21.9±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.15±0.07ms          | 9.04±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.9±0.4ms           | 24.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.99±0.1ms           | 8.05±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 21.3±0.3ms           | 21.7±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 533±4ms              | 529±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 546±4ms              | 540±3ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 47.0±0.8ms           | 47.4±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 138±0.9ms            | 140±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.39±0.1ms           | 8.28±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.9±0.5ms           | 20.8±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.31±0.07ms          | 8.34±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 23.5±0.4ms           | 23.6±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.39±0.1ms           | 8.44±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 23.0±0.3ms           | 23.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.38±0.2ms           | 8.54±0.09ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 22.4±0.1ms           | 22.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 23.0±0.4ms           | 23.2±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 85.0±2ms             | 84.3±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 23.4±0.3ms           | 23.1±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 96.6±1ms             | 96.4±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 22.0±0.3ms           | 21.9±0.2ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.5±1ms             | 57.0±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.51±0.08ms          | 8.58±0.1ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 28.1±0.6ms           | 27.9±0.8ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.28±0.06ms          | 8.31±0.09ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.6±1ms             | 29.9±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.08±0.2ms           | 8.02±0.09ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 23.7±0.6ms           | 23.8±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 229±3ms              | 226±2ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 285±4ms              | 291±2ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.11±0.03ms          | 1.11±0.02ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 384±3μs              | 386±5μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.95±0.03ms          | 2.02±0.03ms         |    1.03 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.39±0.03ms          | 1.41±0.02ms         |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 89.7±0.8ms           | 89.4±0.9ms          |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.3±0.4ms           | 26.1±1ms            |    1.03 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 103±1ms              | 103±1ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.8±0.4μs           | 16.7±0.3μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 94.0±1ms             | 93.9±2ms            |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.6±0.8ms           | 30.0±0.9ms          |    1.05 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 105±2ms              | 107±1ms             |    1.02 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.5±0.2μs           | 16.6±0.2μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 176±1ms              | 179±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 68.0±0.4ms           | 68.7±1ms            |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 205±4ms              | 205±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 51.9±0.7μs           | 51.8±0.5μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 252±2ms              | 253±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 143±2ms              | 146±2ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 278±1ms              | 277±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 369±5μs              | 366±3μs             |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 800±6μs              | 805±10μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 188±4μs              | 185±0.5μs           |    0.98 | import_iris.Iris.time__constraints                                                          |
|          | 114±0.6μs            | 116±2μs             |    1.02 | import_iris.Iris.time__data_manager                                                         |
|          | 91.0±0.3μs           | 92.3±0.8μs          |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 165±3μs              | 163±1μs             |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 904±9μs              | 909±7μs             |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 74.4±0.5μs           | 74.4±0.6μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 630±10μs             | 619±20μs            |    0.98 | import_iris.Iris.time_analysis                                                              |
|          | 142±1μs              | 143±4μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±1μs              | 107±0.5μs           |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 249±3μs              | 249±0.5μs           |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 196±3μs              | 196±3μs             |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±0.8μs            | 111±0.9μs           |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 137±3μs              | 137±2μs             |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 334±7μs              | 327±5μs             |    0.98 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 93.4±0.9μs           | 90.3±0.9μs          |    0.97 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 215±2μs              | 213±2μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 93.9±0.7μs           | 94.9±0.9μs          |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 171±2μs              | 175±2μs             |    1.02 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 323±3μs              | 327±5μs             |    1.01 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.2±0.3μs           | 81.3±0.6μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 161±2μs              | 161±2μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.35±0.01ms          | 1.34±0ms            |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 171±1μs              | 169±1μs             |    0.99 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0ms             | 1.16±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 197±1μs              | 200±1μs             |    1.02 | import_iris.Iris.time_config                                                                |
|          | 128±1μs              | 129±2μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 382±3μs              | 384±6μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 774±3μs              | 788±8μs             |    1.02 | import_iris.Iris.time_coords                                                                |
|          | 697±9μs              | 698±10μs            |    1    | import_iris.Iris.time_cube                                                                  |
|          | 243±2μs              | 243±1μs             |    1    | import_iris.Iris.time_exceptions                                                            |
|          | 74.3±0.6μs           | 74.2±0.4μs          |    1    | import_iris.Iris.time_experimental                                                          |
|          | 182±0.6μs            | 183±2μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 257±2μs              | 260±2μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.54±0.01ms          | 2.55±0.03ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.5±0.6μs           | 76.9±0.8μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 113±1μs              | 114±0.9μs           |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 447±6μs              | 444±8μs             |    0.99 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.79±0.04ms          | 4.79±0.03ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.4±0.2μs           | 72.7±2μs            |    1.02 | import_iris.Iris.time_fileformats_name                                                      |
|          | 254±2μs              | 254±4μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 116±0.8μs            | 116±0.8μs           |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 123±3μs              | 121±1μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 210±3μs              | 215±3μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 810±4μs              | 809±3μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 183±3μs              | 180±2μs             |    0.98 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 137±2μs              | 137±1μs             |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 540±7μs              | 544±20μs            |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 222±3μs              | 222±0.8μs           |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.8±0.5μs           | 81.0±0.6μs          |    1    | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±2μs              | 160±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 140±2μs              | 143±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.4±0.3μs           | 73.1±0.7μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.1±0.4μs           | 78.6±0.6μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 941±10μs             | 956±10μs            |    1.02 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 138±2μs              | 143±3μs             |    1.04 | import_iris.Iris.time_io                                                                    |
|          | 175±1μs              | 178±1μs             |    1.02 | import_iris.Iris.time_io_format_picker                                                      |
|          | 214±1μs              | 215±2μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 127±2μs              | 126±0.3μs           |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 8.16±0.09ms          | 8.25±0.2ms          |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 1.80±0.01ms          | 1.78±0.01ms         |    0.99 | import_iris.Iris.time_plot                                                                  |
|          | 225±3μs              | 220±0.5μs           |    0.98 | import_iris.Iris.time_quickplot                                                             |
|          | 2.12±0.06ms          | 2.17±0.06ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.82±0.02ms          | 1.81±0.02ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 40.7±0.8ms           | 40.6±1ms            |    1    | import_iris.Iris.time_tests                                                                 |
|          | 254±2μs              | 258±2μs             |    1.02 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.12±0.03ms          | 5.09±0.03ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 117±0.5μs            | 117±0.5μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.74±0.05ms          | 2.72±0.01ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.33±0ms             | 1.34±0.01ms         |    1.01 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 171±1μs              | 171±3μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.0±1μs             | 98.9±1μs            |    1    | import_iris.Iris.time_time                                                                  |
|          | 382±3μs              | 389±4μs             |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 70.7±1μs             | 71.2±1μs            |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 10.1±0.1ms           | 10.1±0.06ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 17.0±0.2ms           | 16.6±0.4ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.1±0.06ms          | 10.1±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.1±0.2ms           | 10.1±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.4±0.2ms           | 13.4±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.1±0.07ms          | 10.1±0.09ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.52±0.01s           | 1.53±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.4±0.2ms           | 12.4±0.3ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.54±0.01s           | 1.53±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.54±0.01s           | 1.51±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.8±0.2ms           | 12.5±0.2ms          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.54±0.01s           | 1.54±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.44±0.07ms          | 5.41±0.05ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.2±0.1ms           | 12.4±0.07ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.36±0.06ms          | 5.27±0.06ms         |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.38±0.07ms          | 5.38±0.1ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.1±0.09ms          | 12.1±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.31±0.05ms          | 5.40±0.09ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.2±0.9ms           | 22.5±0.8ms          |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 26.4±0.3ms           | 26.0±0.3ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.3±0.9ms           | 11.9±2ms            |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.3±0.8ms           | 28.6±0.9ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 71.6±3ms             | 70.8±4ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.1±1ms             | 28.1±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 604±5ms              | 608±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.43±0.09ms          | 3.44±0.2ms          |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 605±3ms              | 607±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 612±4ms              | 617±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.53±0.06ms          | 3.57±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 610±4ms              | 616±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.06±0.06ms          | 2.11±0.04ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.62±0.2ms           | 3.68±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.13±0.08ms          | 2.16±0.05ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.07±0.07ms          | 2.08±0.09ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.65±0.1ms           | 3.53±0.1ms          |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.14±0.08ms          | 2.12±0.04ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 350±4ms              | 345±1ms             |    0.98 | load.ManyCubes.time_many_cube_load                                                          |
|          | 88.5±0.9ms           | 88.4±0.4ms          |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.2ms           | 10.1±0.08ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.2±0.09ms          | 10.3±0.1ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.55±0.01s           | 1.53±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.55±0.01s           | 1.55±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.44±0.07ms          | 5.38±0.06ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.41±0.08ms          | 5.39±0.03ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.22±0.04ms          | 9.04±0.06ms         |    0.98 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.70±0.05ms          | 5.67±0.09ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.52±0.02s           | 1.52±0s             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 434±8ms              | 427±5ms             |    0.98 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.44±0.04ms          | 4.40±0.02ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.37±0.04ms          | 4.30±0.02ms         |    0.98 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 158±2ms              | 157±0.8ms           |    0.99 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.7±0.2ms           | 15.2±0.5ms          |    0.97 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 162±1ms              | 160±2ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.5±0.2ms           | 31.8±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.2±0.2ms           | 15.0±0.05ms         |    0.98 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.7±0.8ms           | 31.9±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.4±0.4ms           | 19.7±0.8ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 49.9±0.9ms           | 50.7±0.8ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.26±0.2ms           | 9.19±0.2ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.4±0.8ms           | 17.1±0.5ms          |    1.05 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.3±0.4ms           | 19.2±0.7ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.6±0.2ms           | 20.6±0.7ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.97±0.3ms           | 9.31±0.1ms          |    1.04 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.3±0.5ms           | 12.4±0.4ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.2±0.4ms           | 21.1±0.8ms          |    0.95 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 61.0±0.8ms           | 62.1±0.9ms          |    1.02 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.2±0.4ms           | 21.6±0.5ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 22.8±0.6ms           | 23.5±0.4ms          |    1.03 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.64±0.08ms          | 3.76±0.1ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 40.2±2ms             | 40.3±0.7ms          |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 793±9ms              | 783±10ms            |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.39±0.04s           | 1.37±0.04s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 435±4ms              | 436±7ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±2M               | 110±4M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 38.8±4ms             | 40.2±5ms            |    1.04 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 358±3ns              | 361±2ns             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 197±1ms              | 196±1ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.4k             | 772±0.5k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 19.0±0.2ms           | 19.8±0.4ms          |    1.04 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.6±0.6ms           | 22.6±0.4ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.04M           | 1.27±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.04M             | 25±0.04M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 122±3ms              | 121±1ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 580±2ms              | 582±5ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.49±0.01M           | 1.48±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.07M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 79.2±1ms             | 80.5±0.9ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 538±6ms              | 541±3ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.02M           | 1.41±0.01M          |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.06M           | 96.5±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)                 |
|          | 6.53±0.02ms          | 6.56±0.03ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 72.1±4ms             | 78.8±5ms            |    1.09 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 104±8ms              | 103±7ms             |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 64.0±4ms             | 62.4±10ms           |    0.97 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.09M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.80±0.03ms          | 4.69±0.03ms         |    0.98 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 85.6±0.7ms           | 86.5±0.7ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 42.4±0.6ms           | 42.1±0.4ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 475±2ms              | 469±5ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 88.3±3ns             | 87.1±0.4ns          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 64.2±0.5ms           | 64.8±0.8ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 88.5±0.5ns           | 87.4±0.6ns          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 411±3ms              | 413±2ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.4k            | 31.7±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.85±0.2M            | 1.9±0.07M           |    1.03 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.4k            | 31.7±0.5k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 190±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.3±0.4ms           | 39.0±0.5ms          |    0.99 | stats.PearsonR.time_lazy                                                                    |
|          | 9.30±0.2ms           | 9.22±0.2ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.7M            | 29.7±0.8M           |    1.01 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.4±0.2ms           | 24.7±0.3ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.8±0.4ms           | 60.8±0.9ms          |    0.98 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Benchmarks that have got worse:

| Change   | Before [cb38cb2c]    | After [5b3adadc]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 4.89±0.4ms           | 6.69±0.5ms          |    1.37 | load.ugrid.DataRealisation.time_realise_data(200000) |

Generated by GHA run 17689031086

[github-actions]

⏱️ Performance Benchmark Report: 5b3adad

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [cb38cb2c]    | After [5b3adadc]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.1±0.2ms           | 21.4±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.5±0.9ms           | 53.4±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.3±0.4ms           | 35.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 174±5ms              | 170±2ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.2±0.1ms           | 23.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.7±0.3ms           | 31.5±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.5±0.5ms           | 23.1±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.4±0.3ms           | 32.3±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.1±0.2ms           | 21.0±0.09ms         |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.8±1ms             | 45.2±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 127±1ms              | 127±0.8ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±1ms              | 126±1ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.3±0.2ms           | 22.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.7±0.6ms           | 49.1±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.7±0.3ms           | 23.6±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 58.9±3ms             | 58.0±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.0±0.3ms           | 21.4±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.0±0.8ms           | 45.4±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.10±0.01s           | 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)                                |
|          | 219±2ms              | 219±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 355±8ms              | 352±7ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.2±0.2ms           | 22.2±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.2±0.4ms           | 30.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.4±0.3ms           | 22.6±0.07ms         |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.7±1ms             | 60.8±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.1±0.2ms           | 23.4±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.7±1ms             | 61.6±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.2±0.2ms           | 23.0±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.4±0.8ms           | 58.0±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.90±0.1ms           | 7.92±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.7±0.3ms           | 21.8±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.8±0.06ms          | 20.1±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 127±1ms              | 127±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.31±0.1ms           | 8.26±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.5±0.7ms           | 20.3±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.20±0.08ms          | 8.21±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.2±0.6ms           | 20.4±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.78±0.1ms           | 7.77±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.7±0.3ms           | 20.6±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.3±0.3ms           | 24.7±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.6±0.6ms           | 34.5±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.08±0.03ms          | 8.16±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.8±0.09ms          | 21.0±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.01±0.3ms           | 9.22±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.9±0.3ms           | 23.4±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.84±0.07ms          | 7.95±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 21.0±0.3ms           | 20.7±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 532±3ms              | 529±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 539±4ms              | 539±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 46.8±0.6ms           | 46.7±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 136±1ms              | 136±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.21±0.1ms           | 8.20±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.5±0.8ms           | 20.1±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.21±0.1ms           | 8.13±0.09ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.7±0.6ms           | 22.8±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.37±0.1ms           | 8.28±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.1±0.5ms           | 22.5±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.44±0.06ms          | 8.37±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.6±0.4ms           | 21.5±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.8±0.2ms           | 22.8±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 83.9±2ms             | 82.2±2ms            |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.8±0.3ms           | 22.9±0.3ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 95.1±1ms             | 94.7±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.4±0.2ms           | 21.4±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.5±1ms             | 55.8±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.49±0.2ms           | 8.47±0.1ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.1±0.8ms           | 26.8±0.8ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.21±0.1ms           | 8.37±0.05ms         |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.7±0.9ms           | 29.0±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.17±0.07ms          | 8.14±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.9±0.4ms           | 23.1±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 230±4ms              | 226±3ms             |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 284±4ms              | 287±2ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.08±0.01ms          | 1.10±0.02ms         |    1.02 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 378±3μs              | 394±7μs             |    1.04 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.96±0.04ms          | 1.93±0.01ms         |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.40±0.02ms          | 1.40±0.01ms         |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 93.2±2ms             | 90.8±1ms            |    0.97 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.7±1ms             | 25.5±2ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 106±1ms              | 104±1ms             |    0.98 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.4±0.2μs           | 16.7±0.1μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 95.2±1ms             | 94.2±2ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.5±0.6ms           | 28.7±0.6ms          |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 110±2ms              | 107±1ms             |    0.97 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.2±0.2μs           | 16.9±0.3μs          |    1.04 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 177±1ms              | 177±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 67.8±0.9ms           | 68.7±1ms            |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 209±2ms              | 207±2ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.6±0.4μs           | 50.9±0.5μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 254±1ms              | 254±4ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 144±2ms              | 148±3ms             |    1.03 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 284±3ms              | 281±3ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 364±4μs              | 364±5μs             |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 817±10μs             | 808±10μs            |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 185±3μs              | 185±2μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 115±1μs              | 115±0.9μs           |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 92.8±0.8μs           | 93.6±1μs            |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 164±2μs              | 165±1μs             |    1    | import_iris.Iris.time__lazy_data                                                            |
|          | 921±8μs              | 909±10μs            |    0.99 | import_iris.Iris.time__merge                                                                |
|          | 76.0±2μs             | 75.3±2μs            |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 614±5μs              | 617±8μs             |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 143±1μs              | 142±2μs             |    0.99 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 108±1μs              | 108±1μs             |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 248±1μs              | 249±3μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 192±1μs              | 195±2μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±0.8μs            | 111±0.5μs           |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 139±1μs              | 139±2μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 329±3μs              | 331±2μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.3±1μs             | 92.4±0.8μs          |    1.01 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 214±2μs              | 216±4μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.1±1μs             | 97.8±3μs            |    1.03 | import_iris.Iris.time_analysis_stats                                                        |
|          | 170±2μs              | 174±0.9μs           |    1.02 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 328±4μs              | 325±2μs             |    0.99 | import_iris.Iris.time_aux_factory                                                           |
|          | 80.8±0.8μs           | 82.2±1μs            |    1.02 | import_iris.Iris.time_common                                                                |
|          | 160±2μs              | 161±4μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.36±0.01ms          | 1.36±0.01ms         |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 169±0.8μs            | 170±1μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0ms             | 1.17±0ms            |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 200±2μs              | 202±2μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 129±0.6μs            | 131±0.9μs           |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 377±1μs              | 384±3μs             |    1.02 | import_iris.Iris.time_coord_systems                                                         |
|          | 764±5μs              | 767±3μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 686±5μs              | 690±10μs            |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 243±2μs              | 245±2μs             |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 75.2±1μs             | 76.6±0.7μs          |    1.02 | import_iris.Iris.time_experimental                                                          |
|          | 183±3μs              | 184±1μs             |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 262±4μs              | 260±1μs             |    0.99 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.56±0.02ms          | 2.56±0.04ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.8±0.5μs           | 77.5±0.8μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 114±2μs              | 114±1μs             |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 463±9μs              | 449±5μs             |    0.97 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.78±0.06ms          | 4.77±0.04ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 70.0±2μs             | 74.2±1μs            |    1.06 | import_iris.Iris.time_fileformats_name                                                      |
|          | 252±1μs              | 256±3μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 115±1μs              | 117±1μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 125±1μs              | 123±3μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 210±2μs              | 212±1μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 815±10μs             | 807±8μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 185±5μs              | 182±5μs             |    0.98 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 139±2μs              | 139±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 545±4μs              | 542±9μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 224±6μs              | 221±2μs             |    0.98 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.3±1μs             | 81.4±0.6μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 158±0.7μs            | 160±1μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 142±4μs              | 141±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.1±0.9μs           | 73.4±0.6μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.6±1μs             | 79.8±0.7μs          |    1.02 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 967±9μs              | 955±10μs            |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 139±3μs              | 139±2μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 176±2μs              | 178±3μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 215±4μs              | 216±1μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 127±1μs              | 126±1μs             |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 8.20±0.05ms          | 8.18±0.02ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.78±0.01ms          | 1.79±0.01ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 219±1μs              | 221±3μs             |    1.01 | import_iris.Iris.time_quickplot                                                             |
|          | 2.16±0.02ms          | 2.16±0.02ms         |    1    | import_iris.Iris.time_std_names                                                             |
|          | 1.86±0.01ms          | 1.83±0.01ms         |    0.98 | import_iris.Iris.time_symbols                                                               |
|          | 110±40ms             | 108±50ms            |    0.98 | import_iris.Iris.time_tests                                                                 |
|          | 254±2μs              | 254±2μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.12±0.04ms          | 5.06±0.03ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 118±0.6μs            | 119±0.9μs           |    1.01 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.71±0.02ms          | 2.72±0.02ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.35±0.01ms          | 1.34±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 169±2μs              | 172±2μs             |    1.02 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.9±0.8μs           | 99.6±1μs            |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 379±3μs              | 385±5μs             |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 71.6±0.8μs           | 71.8±1μs            |    1    | iterate.IZip.time_izip                                                                      |
|          | 9.90±0.05ms          | 10.2±0.04ms         |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.9±0.2ms           | 16.7±0.2ms          |    1.05 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.1±0.1ms           | 10.1±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.91±0.1ms           | 10.0±0.04ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.6±0.2ms           | 13.6±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.1±0.2ms           | 10.1±0.03ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.52±0.01s           | 1.51±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.3±0.08ms          | 12.5±0.1ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.55±0.02s           | 1.53±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.52±0.02s           | 1.51±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.3±0.1ms           | 12.4±0.06ms         |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.54±0.02s           | 1.54±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.27±0.08ms          | 5.41±0.05ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.0±0.06ms          | 12.1±0.09ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.31±0.07ms          | 5.39±0.05ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.36±0.05ms          | 5.35±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.0±0.2ms           | 12.2±0.1ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.35±0.1ms           | 5.55±0.2ms          |    1.04 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 24.6±1ms             | 25.1±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 25.6±0.4ms           | 24.5±0.5ms          |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 13.0±0.9ms           | 12.6±0.5ms          |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.6±1ms             | 28.3±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 71.5±3ms             | 71.6±3ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.2±1ms             | 28.0±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 599±3ms              | 601±6ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.43±0.09ms          | 3.49±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 605±4ms              | 602±3ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 609±5ms              | 610±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.45±0.1ms           | 3.53±0.07ms         |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 607±2ms              | 608±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.13±0.07ms          | 2.18±0.03ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.39±0.06ms          | 3.42±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.10±0.06ms          | 2.11±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.06±0.03ms          | 2.15±0.06ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.41±0.05ms          | 3.51±0.06ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.14±0.06ms          | 2.11±0.08ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 345±2ms              | 344±3ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 87.2±2ms             | 86.8±0.4ms          |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.3ms           | 10.2±0.07ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.3±0.3ms           | 10.2±0.1ms          |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.53±0.03s           | 1.52±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.55±0.02s           | 1.55±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.41±0.1ms           | 5.48±0.06ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.38±0.05ms          | 5.40±0.08ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.10±0.1ms           | 9.05±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.70±0.09ms          | 5.66±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.50±0.02s           | 1.50±0.01s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 430±6ms              | 424±1ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.44±0.08ms          | 4.48±0.08ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.30±0.04ms          | 4.27±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 156±2ms              | 156±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.0±0.06ms          | 15.4±0.2ms          |    1.02 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 158±4ms              | 158±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.1±0.2ms           | 31.4±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.9±0.1ms           | 15.1±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.5±0.4ms           | 31.8±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.4±0.6ms           | 19.5±0.3ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 50.2±0.6ms           | 50.9±1ms            |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.19±0.2ms           | 8.99±0.2ms          |    0.98 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 17.5±0.6ms           | 17.0±0.2ms          |    0.97 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.7±0.8ms           | 19.3±0.4ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.5±1ms             | 19.5±0.7ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.15±0.2ms           | 9.02±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.0±0.3ms           | 11.9±0.2ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 21.9±0.7ms           | 21.4±0.4ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 62.6±0.8ms           | 61.7±0.4ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.4±0.7ms           | 21.3±0.3ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 22.9±0.7ms           | 22.4±0.4ms          |    0.98 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.49±0.2ms           | 3.41±0.1ms          |    0.98 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.45±0.5ms           | 5.80±1ms            |    0.9  | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 40.1±2ms             | 38.4±1ms            |    0.96 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 811±10ms             | 796±6ms             |    0.98 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.39±0.03s           | 1.38±0.02s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 430±7ms              | 429±6ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 111±4M               | 110±3M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 43.8±3ms             | 42.8±4ms            |    0.98 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 353±2ns              | 359±3ns             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 197±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 771±0.5k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.8±0.2ms           | 19.2±0.3ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.6±0.4ms           | 22.1±0.5ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.04M           | 1.27±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.04M             | 25±0.04M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 119±1ms              | 119±0.5ms           |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 588±4ms              | 586±4ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.03M           | 1.48±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 78.1±1ms             | 79.2±0.7ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 547±4ms              | 546±4ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.02M           | 1.43±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.4±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.59±0.1ms           | 6.54±0.03ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 80.3±3ms             | 79.3±2ms            |    0.99 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 95.4±7ms             | 103±6ms             |    1.08 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 63.1±7ms             | 64.1±4ms            |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.08M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.76±0.02ms          | 4.76±0.06ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 86.1±0.7ms           | 85.5±0.9ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 42.6±0.3ms           | 42.0±0.4ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 490±5ms              | 484±4ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.1±0.1ns           | 87.6±3ns            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 64.4±1ms             | 64.7±0.5ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.3±0.4ns           | 87.5±0.7ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 423±5ms              | 419±2ms             |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.8±0.3k            | 31.8±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.82±0.2M            | 1.84±0.2M           |    1.01 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.2k            | 31.8±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 242±20M              | 225±10M             |    0.93 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.1±0.6ms           | 39.7±0.4ms          |    1.02 | stats.PearsonR.time_lazy                                                                    |
|          | 9.44±0.2ms           | 9.32±0.08ms         |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 28.5±0.8M            | 29.5±1M             |    1.03 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 25.2±0.4ms           | 24.6±0.2ms          |    0.98 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 62.1±0.6ms           | 61.2±0.8ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.75±0.02M           | 7.75±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

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