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Merged
merged 1 commit into from
Jun 30, 2025
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@scitools-ci scitools-ci bot commented Jun 28, 2025

Lockfiles updated to the latest resolvable environment.

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

@scitools-ci scitools-ci bot added Bot A bot generated issue/pull-request New: Pull Request labels Jun 28, 2025
@github-actions github-actions bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Jun 28, 2025
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codecov bot commented Jun 28, 2025

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.87%. Comparing base (530b384) to head (264d7dd).
Report is 1 commits behind head on main.

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@@           Coverage Diff           @@
##             main    #6538   +/-   ##
=======================================
  Coverage   89.87%   89.87%           
=======================================
  Files          90       90           
  Lines       23922    23922           
  Branches     4461     4461           
=======================================
  Hits        21501    21501           
  Misses       1669     1669           
  Partials      752      752           

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⏱️ Performance Benchmark Report: 24d183e

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [530b3844]    | After [24d183ec]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.5±0.4ms           | 20.8±0.1ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.2±2ms             | 51.9±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.3±0.3ms           | 34.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 164±2ms              | 162±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.1±0.2ms           | 23.2±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.6±0.5ms           | 31.3±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.1±0.2ms           | 22.9±0.4ms          |    0.99 | 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)                               |
|          | 21.0±0.2ms           | 21.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 43.7±0.7ms           | 43.8±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 124±1ms              | 123±0.6ms           |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 124±1ms              | 125±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.4±0.4ms           | 22.3±0.08ms         |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.2±0.6ms           | 47.1±0.9ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.6±0.4ms           | 23.2±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.4±1ms             | 56.6±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.7±0.1ms           | 20.8±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.2±0.9ms           | 43.8±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.08±0.07s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0.01s           | 1.06±0.07s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 210±2ms              | 209±4ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 343±10ms             | 341±8ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.9±0.1ms           | 22.4±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.8±0.4ms           | 29.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.3±0.1ms           | 22.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.4±1ms             | 58.6±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.1±0.6ms           | 22.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.2±1ms             | 60.8±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.2±0.4ms           | 23.0±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.6±1ms             | 56.7±0.7ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.89±0.09ms          | 8.00±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.3±0.4ms           | 21.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.6±0.3ms           | 19.7±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 120±2ms              | 122±0.5ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.23±0.2ms           | 8.15±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.6±0.5ms           | 19.4±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.06±0.1ms           | 8.16±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.7±0.6ms           | 19.4±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.72±0.1ms           | 7.70±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.2±0.5ms           | 19.7±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.1±0.4ms           | 23.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.6±0.6ms           | 33.9±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.85±0.08ms          | 7.95±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.4±0.5ms           | 20.3±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.12±0.2ms           | 9.07±0.09ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.3±0.4ms           | 22.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.71±0.1ms           | 7.64±0.05ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.2±0.4ms           | 19.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 525±0.7ms            | 523±4ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 531±3ms              | 534±5ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.0±0.9ms           | 44.5±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 129±0.8ms            | 131±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.04±0.09ms          | 7.89±0.03ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.2±0.5ms           | 19.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.99±0.03ms          | 8.09±0.08ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.1±0.5ms           | 21.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.29±0.05ms          | 8.19±0.03ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.7±0.5ms           | 21.3±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.26±0.2ms           | 8.26±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.4±0.4ms           | 20.9±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.2±0.2ms           | 22.5±0.3ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.4±1ms             | 80.6±0.8ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.8±0.3ms           | 22.7±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 93.4±1ms             | 92.7±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.3±0.5ms           | 21.1±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.1±0.8ms           | 54.3±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.28±0.1ms           | 8.32±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.5±0.6ms           | 26.4±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.16±0.1ms           | 8.10±0.09ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.2±0.7ms           | 28.1±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.78±0.1ms           | 8.11±0.1ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.3±0.8ms           | 22.1±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 226±5ms              | 223±5ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 278±3ms              | 275±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.15±0.01ms          | 1.15±0.02ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 407±7μs              | 408±4μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 964±5μs              | 960±10μs            |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 582±7μs              | 586±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 91.0±1ms             | 89.6±1ms            |    0.98 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.1±0.5ms           | 23.9±0.8ms          |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 105±1ms              | 106±1ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.5±0.2μs           | 17.6±0.1μs          |    1.01 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 92.3±1ms             | 91.8±2ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.6±0.9ms           | 25.1±0.8ms          |    0.98 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 107±1ms              | 106±2ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.6±0.2μs           | 17.6±0.3μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 173±1ms              | 172±0.8ms           |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 65.2±0.7ms           | 65.0±0.5ms          |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 201±1ms              | 202±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.7±0.2μs           | 52.3±0.5μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 239±3ms              | 241±1ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 133±1ms              | 133±0.7ms           |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 270±1ms              | 268±3ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.5±0.7μs           | 54.3±0.8μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 798±10μs             | 783±20μs            |    0.98 | import_iris.Iris.time__concatenate                                                          |
|          | 181±3μs              | 179±3μs             |    0.99 | import_iris.Iris.time__constraints                                                          |
|          | 114±3μs              | 112±2μs             |    0.99 | import_iris.Iris.time__data_manager                                                         |
|          | 91.2±0.5μs           | 90.1±0.8μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 160±1μs              | 161±3μs             |    1.01 | import_iris.Iris.time__lazy_data                                                            |
|          | 883±9μs              | 888±10μs            |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 74.5±0.5μs           | 74.0±0.6μs          |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 589±20μs             | 597±3μs             |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 139±4μs              | 137±2μs             |    0.98 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 105±0.9μs            | 105±0.7μs           |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 250±3μs              | 244±2μs             |    0.98 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±2μs              | 186±2μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 109±0.8μs            | 109±0.7μs           |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±2μs              | 134±0.7μs           |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 320±2μs              | 317±1μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 89.8±0.8μs           | 89.9±0.7μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 207±0.9μs            | 208±2μs             |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 92.6±1μs             | 93.0±2μs            |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 168±1μs              | 168±2μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 306±4μs              | 304±2μs             |    0.99 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.2±2μs             | 80.4±1μs            |    0.99 | import_iris.Iris.time_common                                                                |
|          | 156±0.7μs            | 157±0.7μs           |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.31±0ms             | 1.32±0.01ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 165±0.8μs            | 164±1μs             |    0.99 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.15±0.01ms          | 1.15±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 199±4μs              | 195±1μs             |    0.98 | import_iris.Iris.time_config                                                                |
|          | 124±4μs              | 124±0.7μs           |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 368±6μs              | 370±5μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 743±6μs              | 749±9μs             |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 617±6μs              | 625±10μs            |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 233±2μs              | 237±3μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 74.4±1μs             | 75.7±0.6μs          |    1.02 | import_iris.Iris.time_experimental                                                          |
|          | 178±0.7μs            | 177±2μs             |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 252±6μs              | 251±5μs             |    1    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.53±0.03ms          | 2.56±0.03ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.7±0.7μs           | 75.2±0.6μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 112±0.9μs            | 111±0.5μs           |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 426±6μs              | 435±8μs             |    1.02 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.67±0.02ms          | 4.64±0.02ms         |    0.99 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 70.8±0.5μs           | 71.9±1μs            |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 246±0.5μs            | 250±1μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±0.8μs            | 115±1μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 119±2μs              | 119±0.4μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 206±2μs              | 205±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 778±7μs              | 772±4μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±2μs              | 176±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±2μs              | 135±1μs             |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 537±5μs              | 537±7μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 221±2μs              | 217±1μs             |    0.98 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.6±0.6μs           | 81.1±0.8μs          |    1.02 | import_iris.Iris.time_fileformats_um                                                        |
|          | 155±1μs              | 154±0.9μs           |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 136±1μs              | 139±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.4±0.2μs           | 72.4±0.7μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.6±0.5μs           | 78.1±0.6μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 934±30μs             | 936±2μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 135±1μs              | 138±2μs             |    1.02 | import_iris.Iris.time_io                                                                    |
|          | 171±2μs              | 173±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 210±5μs              | 213±2μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 124±0.6μs            | 124±0.5μs           |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.15±0.05ms          | 8.15±0.08ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.76±0.01ms          | 1.74±0.01ms         |    0.99 | import_iris.Iris.time_plot                                                                  |
|          | 216±1μs              | 214±1μs             |    0.99 | import_iris.Iris.time_quickplot                                                             |
|          | 2.06±0.03ms          | 2.11±0.01ms         |    1.03 | import_iris.Iris.time_std_names                                                             |
|          | 1.83±0.02ms          | 1.81±0.01ms         |    0.99 | import_iris.Iris.time_symbols                                                               |
|          | 34.5±0.7ms           | 34.9±0.6ms          |    1.01 | import_iris.Iris.time_tests                                                                 |
|          | 253±2μs              | 253±0.6μs           |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.07±0.05ms          | 5.09±0.06ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 118±0.2μs            | 118±0.8μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.72±0.01ms          | 2.70±0ms            |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0.01ms          | 1.29±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 167±0.2μs            | 166±1μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 97.1±0.7μs           | 98.5±2μs            |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 346±3μs              | 344±2μs             |    0.99 | import_iris.Iris.time_util                                                                  |
|          | 72.2±0.9μs           | 73.0±1μs            |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 9.48±0.1ms           | 9.54±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.4±0.5ms           | 15.3±0.4ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.54±0.08ms          | 9.62±0.03ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.49±0.1ms           | 9.54±0.09ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.1±0.2ms           | 13.4±0.06ms         |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.52±0.1ms           | 9.63±0.04ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.43±0.02s           | 1.42±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.0±0.07ms          | 12.0±0.06ms         |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.43±0.02s           | 1.43±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.43±0.02s           | 1.42±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.0±0.1ms           | 12.0±0.05ms         |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.44±0.02s           | 1.43±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.13±0.01ms          | 5.08±0.06ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.7±0.1ms           | 11.8±0.3ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.08±0.06ms          | 5.09±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.12±0.02ms          | 5.09±0.03ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.9±0.04ms          | 11.7±0.05ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.07±0.1ms           | 5.07±0.06ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.4±1ms             | 21.9±1ms            |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 22.7±0.2ms           | 22.5±0.2ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.5±1ms             | 11.8±1ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.2±1ms             | 28.0±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 82.2±0.5ms           | 82.5±0.3ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.3±0.7ms           | 27.5±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 588±2ms              | 588±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.20±0.05ms          | 3.24±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 590±2ms              | 591±1ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 598±3ms              | 597±0.6ms           |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.53±0.4ms           | 3.34±0.09ms         |    0.95 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 593±0.9ms            | 596±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.08±0.07ms          | 2.07±0.06ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.28±0.06ms          | 3.33±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.99±0.03ms          | 2.00±0.08ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.11±0.07ms          | 1.99±0.04ms         |    0.94 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.37±0.1ms           | 3.35±0.08ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.09±0.05ms          | 2.04±0.06ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 340±4ms              | 335±3ms             |    0.99 | load.ManyCubes.time_many_cube_load                                                          |
|          | 88.2±1ms             | 86.8±0.7ms          |    0.98 | load.ManyVars.time_many_var_load                                                            |
|          | 9.71±0.2ms           | 9.61±0.06ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.64±0.09ms          | 9.70±0.1ms          |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.44±0.01s           | 1.43±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.46±0.01s           | 1.44±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.15±0.08ms          | 5.16±0.05ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.12±0.1ms           | 5.15±0.09ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.76±0.1ms           | 8.66±0.1ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.50±0.06ms          | 5.45±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.41±0.02s           | 1.42±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 416±6ms              | 410±0.9ms           |    0.98 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.24±0.1ms           | 4.22±0.04ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.18±0.1ms           | 4.19±0.05ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 158±2ms              | 158±3ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.8±0.2ms           | 14.9±0.06ms         |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 160±3ms              | 158±1ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.8±0.4ms           | 32.2±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.6±0.2ms           | 14.5±0.08ms         |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.9±0.5ms           | 31.8±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 14.8±0.2ms           | 14.7±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 43.6±0.6ms           | 43.5±0.6ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.83±0.1ms           | 8.80±0.2ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.4±0.09ms          | 15.4±0.2ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 14.9±0.3ms           | 14.9±0.1ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.8±0.3ms           | 14.9±0.4ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.65±0.07ms          | 8.57±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.1±0.2ms           | 11.2±0.2ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 16.0±0.3ms           | 15.7±0.2ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 53.4±0.5ms           | 53.2±0.5ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.1±0.3ms           | 15.6±0.1ms          |    0.97 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.3±0.3ms           | 16.3±0.1ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.22±0.05ms          | 3.19±0.05ms         |    0.99 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.00±0.09ms          | 6.04±0.06ms         |    1.01 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 33.2±0.5ms           | 34.1±0.5ms          |    1.03 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 752±5ms              | 767±4ms             |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.34±0.03s           | 1.33±0.01s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 422±4ms              | 423±6ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 110±5M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 36.6±3ms             | 34.6±4ms            |    0.94 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 357±0.7ns            | 356±1ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 197±0.6ms            | 196±2ms             |    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)      |
|          | 16.1±0.3ms           | 16.0±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.6±0.3ms           | 19.2±0.4ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 114±0.7ms            | 113±0.6ms           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 567±3ms              | 567±6ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.03M           | 1.48±0.1M           |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 73.9±0.8ms           | 74.3±0.5ms          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 525±3ms              | 527±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.39±0.04M           | 1.43±0.02M          |    1.03 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 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)                 |
|          | 6.67±0.03ms          | 6.64±0.03ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 78.2±6ms             | 77.0±2ms            |    0.98 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 104±7ms              | 104±6ms             |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 65.7±1ms             | 68.6±5ms            |    1.05 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 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                   |
|          | 4.69±0.03ms          | 4.68±0.04ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 78.3±0.9ms           | 78.3±0.5ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.0±0.5ms           | 40.8±0.4ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 465±3ms              | 465±3ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.0±0.2ns           | 86.7±0.2ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 61.3±0.2ms           | 61.6±0.2ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.4±0.3ns           | 87.1±0.4ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 407±3ms              | 409±2ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.7±0.3k            | 31.7±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.78±0.2M            | 1.81±0.1M           |    1.02 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.3k            | 31.6±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 225±10M             |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.0±0.3ms           | 38.7±0.5ms          |    1.02 | stats.PearsonR.time_lazy                                                                    |
|          | 9.02±0.1ms           | 8.95±0.1ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.9M            | 29.4±1M             |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.3±0.3ms           | 24.3±0.2ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.0±0.5ms           | 59.6±0.4ms          |    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                           |

Generated by GHA run 15938248519

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⏱️ Performance Benchmark Report: 24d183e

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [530b3844]    | After [24d183ec]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.1±0.4ms           | 21.7±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.8±2ms             | 53.1±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.5±0.3ms           | 35.7±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 166±2ms              | 168±3ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.4±0.4ms           | 23.2±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.8±0.5ms           | 31.8±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.8±0.3ms           | 23.4±0.2ms          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 32.2±0.7ms           | 32.1±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.2±0.2ms           | 21.7±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.5±1ms             | 45.6±0.8ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.7ms            | 125±1ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±2ms              | 127±2ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.4±0.3ms           | 22.3±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.0±1ms             | 48.9±1ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.9±0.3ms           | 23.5±0.5ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.8±1ms             | 58.4±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.0±0.4ms           | 21.5±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.3±1ms             | 44.8±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.07±0.01s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0s              | 1.06±0s             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 213±2ms              | 214±3ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 336±10ms             | 348±5ms             | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.9±0.2ms           | 22.2±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.3±0.4ms           | 30.3±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.5±0.2ms           | 22.3±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.8±0.9ms           | 60.5±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.2±0.2ms           | 23.6±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.1±0.4ms           | 62.6±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.1±0.2ms           | 23.3±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.1±1ms             | 58.6±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 8.00±0.09ms          | 7.87±0.1ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.9±0.7ms           | 22.0±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 20.3±0.2ms           | 19.8±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 123±2ms              | 125±2ms             | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.27±0.1ms           | 8.13±0.09ms         | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.3±0.7ms           | 20.2±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.25±0.07ms          | 8.14±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.3±0.6ms           | 20.0±0.5ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.95±0.2ms           | 7.91±0.07ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.5±0.7ms           | 20.7±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.7±0.3ms           | 24.3±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 35.2±1ms             | 34.4±0.8ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.05±0.2ms           | 8.04±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.6±0.7ms           | 21.1±0.7ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.96±0.1ms           | 9.01±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.0±0.6ms           | 23.2±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.89±0.1ms           | 7.76±0.07ms         | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.4±0.6ms           | 20.5±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 526±1ms              | 526±3ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 535±2ms              | 541±4ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.4±0.5ms           | 45.1±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 131±3ms              | 134±2ms             | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.08±0.08ms          | 8.04±0.07ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.8±0.6ms           | 20.1±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.11±0.1ms           | 8.17±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.9±0.8ms           | 22.9±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.34±0.05ms          | 8.52±0.05ms         | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.0±0.7ms           | 22.3±0.8ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.37±0.03ms          | 8.33±0.08ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.6±0.3ms           | 21.8±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.4±0.09ms          | 23.0±0.4ms          | 1.03    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.4±1ms             | 83.0±2ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.8±0.3ms           | 23.1±0.4ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.1±1ms             | 95.7±1ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.5±0.2ms           | 21.7±0.4ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.1±0.9ms           | 55.8±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.32±0.2ms           | 8.36±0.1ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.1±0.8ms           | 27.3±0.7ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.27±0.09ms          | 8.13±0.07ms         | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.8±0.6ms           | 29.1±0.9ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.16±0.09ms          | 7.96±0.05ms         | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 23.1±0.9ms           | 23.0±0.7ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 222±1ms              | 224±2ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 277±3ms              | 282±4ms             | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.14±0.02ms          | 1.15±0.01ms         | 1.01    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 401±7μs              | 398±4μs             | 0.99    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 952±30μs             | 959±10μs            | 1.01    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 582±4μs              | 574±7μs             | 0.99    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 86.7±0.8ms           | 86.7±1ms            | 1.00    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.9±1ms             | 24.9±0.8ms          | 1.00    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 100±0.9ms            | 102±1ms             | 1.02    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.6±0.1μs           | 17.6±0.3μs          | 1.00    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 87.8±2ms             | 90.3±1ms            | 1.03    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 26.0±2ms             | 26.0±0.4ms          | 1.00    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 103±2ms              | 103±1ms             | 1.00    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.4±0.2μs           | 17.7±0.2μs          | 1.02    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 171±2ms              | 175±3ms             | 1.02    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 67.8±2ms             | 68.6±2ms            | 1.01    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 202±3ms              | 204±3ms             | 1.01    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.1±1μs             | 51.7±0.6μs          | 0.99    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 241±6ms              | 246±5ms             | 1.02    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 135±3ms              | 137±2ms             | 1.02    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 270±4ms              | 275±4ms             | 1.02    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.1±0.8μs           | 54.6±0.5μs          | 0.99    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 795±10μs             | 799±10μs            | 1.00    | import_iris.Iris.time__concatenate                                                          |
|          | 183±1μs              | 187±2μs             | 1.02    | import_iris.Iris.time__constraints                                                          |
|          | 115±1μs              | 114±0.6μs           | 1.00    | import_iris.Iris.time__data_manager                                                         |
|          | 91.6±0.7μs           | 90.8±0.4μs          | 0.99    | import_iris.Iris.time__deprecation                                                          |
|          | 163±4μs              | 163±2μs             | 1.00    | import_iris.Iris.time__lazy_data                                                            |
|          | 885±8μs              | 902±7μs             | 1.02    | import_iris.Iris.time__merge                                                                |
|          | 74.9±0.8μs           | 73.6±0.4μs          | 0.98    | import_iris.Iris.time__representation                                                       |
|          | 604±4μs              | 606±6μs             | 1.00    | import_iris.Iris.time_analysis                                                              |
|          | 141±2μs              | 141±1μs             | 1.00    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±3μs              | 106±0.5μs           | 1.01    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 245±1μs              | 246±1μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±1μs              | 190±2μs             | 1.00    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 109±0.7μs            | 109±0.7μs           | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±2μs              | 136±0.9μs           | 1.00    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 322±4μs              | 326±2μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.3±1μs             | 91.6±0.3μs          | 0.99    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±5μs              | 209±1μs             | 0.99    | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.3±1μs             | 94.9±2μs            | 1.00    | import_iris.Iris.time_analysis_stats                                                        |
|          | 170±2μs              | 172±2μs             | 1.01    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 307±4μs              | 310±3μs             | 1.01    | import_iris.Iris.time_aux_factory                                                           |
|          | 80.8±0.4μs           | 80.5±0.5μs          | 1.00    | import_iris.Iris.time_common                                                                |
|          | 161±2μs              | 159±1μs             | 0.99    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.32±0.01ms          | 1.34±0.01ms         | 1.01    | import_iris.Iris.time_common_metadata                                                       |
|          | 168±2μs              | 170±3μs             | 1.01    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.15±0ms             | 1.17±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                        |
|          | 197±4μs              | 199±2μs             | 1.01    | import_iris.Iris.time_config                                                                |
|          | 126±2μs              | 128±2μs             | 1.01    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 376±4μs              | 375±10μs            | 1.00    | import_iris.Iris.time_coord_systems                                                         |
|          | 752±10μs             | 753±4μs             | 1.00    | import_iris.Iris.time_coords                                                                |
|          | 633±8μs              | 633±4μs             | 1.00    | import_iris.Iris.time_cube                                                                  |
|          | 234±5μs              | 234±6μs             | 1.00    | import_iris.Iris.time_exceptions                                                            |
|          | 74.9±0.4μs           | 74.0±0.3μs          | 0.99    | import_iris.Iris.time_experimental                                                          |
|          | 182±4μs              | 177±3μs             | 0.98    | import_iris.Iris.time_fileformats                                                           |
|          | 255±7μs              | 256±2μs             | 1.00    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.55±0.01ms          | 2.57±0.02ms         | 1.01    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.7±0.8μs           | 74.9±0.5μs          | 0.98    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 113±2μs              | 113±2μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 434±6μs              | 425±5μs             | 0.98    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.68±0.06ms          | 4.67±0.05ms         | 1.00    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 72.3±0.7μs           | 71.3±0.6μs          | 0.99    | import_iris.Iris.time_fileformats_name                                                      |
|          | 254±6μs              | 251±2μs             | 0.99    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±1μs              | 113±0.8μs           | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 121±1μs              | 120±4μs             | 0.99    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 208±3μs              | 208±1μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 784±4μs              | 792±8μs             | 1.01    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 180±5μs              | 175±3μs             | 0.98    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±3μs              | 137±2μs             | 1.01    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 544±6μs              | 544±6μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 219±2μs              | 222±2μs             | 1.01    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.2±3μs             | 80.2±0.1μs          | 0.98    | import_iris.Iris.time_fileformats_um                                                        |
|          | 156±1μs              | 156±1μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±3μs              | 142±3μs             | 1.03    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.1±0.5μs           | 72.0±0.4μs          | 0.99    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.3±1μs             | 77.8±0.2μs          | 0.99    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 934±7μs              | 943±9μs             | 1.01    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 140±2μs              | 136±2μs             | 0.97    | import_iris.Iris.time_io                                                                    |
|          | 175±3μs              | 174±1μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                      |
|          | 214±1μs              | 212±0.6μs           | 0.99    | import_iris.Iris.time_iris                                                                  |
|          | 125±0.9μs            | 125±0.7μs           | 1.00    | import_iris.Iris.time_iterate                                                               |
|          | 8.09±0.04ms          | 8.41±0.2ms          | 1.04    | import_iris.Iris.time_palette                                                               |
|          | 1.76±0.01ms          | 1.77±0.02ms         | 1.00    | import_iris.Iris.time_plot                                                                  |
|          | 225±4μs              | 220±7μs             | 0.98    | import_iris.Iris.time_quickplot                                                             |
|          | 2.08±0.02ms          | 2.13±0.04ms         | 1.03    | import_iris.Iris.time_std_names                                                             |
|          | 1.84±0.03ms          | 1.84±0.01ms         | 1.00    | import_iris.Iris.time_symbols                                                               |
|          | 19.5±2ms             | 18.8±2ms            | 0.96    | import_iris.Iris.time_tests                                                                 |
|          | 255±4μs              | 256±6μs             | 1.00    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.03±0.04ms          | 5.06±0.05ms         | 1.01    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 118±0.6μs            | 118±0.5μs           | 1.00    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.74±0.02ms          | 2.71±0.01ms         | 0.99    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.30±0.01ms          | 1.30±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 168±2μs              | 169±3μs             | 1.00    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.6±0.4μs           | 97.6±2μs            | 0.99    | import_iris.Iris.time_time                                                                  |
|          | 345±3μs              | 349±3μs             | 1.01    | import_iris.Iris.time_util                                                                  |
|          | 73.0±0.4μs           | 71.5±0.3μs          | 0.98    | iterate.IZip.time_izip                                                                      |
|          | 9.64±0.05ms          | 9.77±0.1ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.8±0.3ms           | 16.1±0.8ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.70±0.06ms          | 9.65±0.08ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.63±0.02ms          | 9.76±0.09ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.3±0.08ms          | 13.2±0.1ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.66±0.2ms           | 9.70±0.07ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.44±0.01s           | 1.44±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.2±0.08ms          | 12.0±0.09ms         | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.47±0.01s           | 1.46±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.45±0.01s           | 1.45±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.1±0.04ms          | 12.2±0.1ms          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.46±0.01s           | 1.47±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.17±0.03ms          | 5.10±0.1ms          | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.9±0.06ms          | 12.0±0.2ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.11±0.04ms          | 5.23±0.06ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.15±0.03ms          | 5.16±0.05ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.9±0.07ms          | 11.8±0.1ms          | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.11±0.02ms          | 5.14±0.03ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.6±0.5ms           | 22.3±0.9ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 24.2±0.5ms           | 24.7±0.6ms          | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.6±1ms             | 12.3±0.8ms          | 1.06    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.4±1ms             | 28.2±1ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 83.1±0.8ms           | 83.2±0.8ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.0±1ms             | 28.0±0.7ms          | 1.04    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 601±9ms              | 606±9ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.33±0.1ms           | 3.42±0.1ms          | 1.03    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 601±5ms              | 606±8ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 610±5ms              | 614±8ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.38±0.1ms           | 3.40±0.1ms          | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 604±8ms              | 612±8ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.11±0.08ms          | 2.04±0.07ms         | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.42±0.2ms           | 3.40±0.07ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.12±0.07ms          | 2.13±0.08ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.11±0.05ms          | 2.18±0.04ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.45±0.09ms          | 3.53±0.1ms          | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.16±0.04ms          | 2.07±0.04ms         | 0.96    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 340±5ms              | 342±2ms             | 1.01    | load.ManyCubes.time_many_cube_load                                                          |
|          | 89.4±0.8ms           | 88.2±1ms            | 0.99    | load.ManyVars.time_many_var_load                                                            |
|          | 9.75±0.07ms          | 9.82±0.1ms          | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.85±0.06ms          | 9.86±0.2ms          | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.46±0.01s           | 1.46±0.02s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.47±0.02s           | 1.48±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.21±0.03ms          | 5.22±0.08ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.16±0.02ms          | 5.13±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.74±0.02ms          | 8.77±0.04ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.55±0.01ms          | 5.54±0.04ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.45±0.02s           | 1.43±0.02s          | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 419±2ms              | 419±4ms             | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.27±0.02ms          | 4.27±0.01ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.18±0.02ms          | 4.14±0.04ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 160±2ms              | 158±2ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.9±0.1ms           | 15.0±0.1ms          | 1.01    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 165±1ms              | 160±2ms             | 0.97    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.9±0.1ms           | 32.2±0.5ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.7±0.1ms           | 14.8±0.1ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.3±0.6ms           | 32.5±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 15.1±0.4ms           | 14.9±0.4ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 44.5±0.5ms           | 44.7±1ms            | 1.00    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.91±0.1ms           | 8.81±0.2ms          | 0.99    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.9±0.3ms           | 16.5±0.7ms          | 1.04    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 15.0±0.3ms           | 15.2±0.4ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.8±0.2ms           | 14.9±0.4ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.76±0.1ms           | 8.79±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.3±0.4ms           | 11.6±0.6ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 15.9±0.3ms           | 15.9±0.5ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 54.5±0.3ms           | 55.7±1ms            | 1.02    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.3±0.2ms           | 16.5±0.3ms          | 1.01    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.7±0.4ms           | 17.1±0.3ms          | 1.02    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.22±0.04ms          | 3.24±0.2ms          | 1.00    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.22±0.09ms          | 6.21±0.5ms          | 1.00    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.4±0.8ms           | 36.1±2ms            | 1.02    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 785±3ms              | 776±3ms             | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.34±0.03s           | 1.34±0.04s          | 1.00    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 425±8ms              | 423±7ms             | 1.00    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 114±5M               | 110±5M              | 0.97    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 36.8±2ms             | 30.5±6ms            | ~0.83   | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 362±1ns              | 361±2ns             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±0.8ms            | 200±2ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.5k             | 772±0.6k            | 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)      |
|          | 16.3±0.3ms           | 16.2±0.3ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.7±0.7ms           | 19.2±0.4ms          | 0.97    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 117±1ms              | 114±0.9ms           | 0.98    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 578±2ms              | 579±7ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.51±0.03M           | 1.48±0.07M          | 0.99    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.07M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 74.4±1ms             | 74.2±1ms            | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 534±3ms              | 531±3ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.41±0.03M           | 1.43±0.02M          | 1.01    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.4±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.71±0.03ms          | 6.72±0.05ms         | 1.00    | plot.AuxSort.time_aux_sort                                                                  |
|          | 78.3±4ms             | 78.1±3ms            | 1.00    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±6ms              | 105±6ms             | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 66.3±4ms             | 66.3±3ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.08M            | 107±0.08M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.68±0.07ms          | 4.68±0.05ms         | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 80.0±0.9ms           | 79.0±1ms            | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.7±0.3ms           | 41.3±0.6ms          | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 473±2ms              | 468±3ms             | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.9±2ns             | 88.0±1ns            | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.7±0.6ms           | 62.4±0.7ms          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 90.9±4ns             | 87.2±6ns            | 0.96    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 415±2ms              | 417±3ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±0.3k            | 31.6±0.3k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.85±0.1M            | 1.81±0.2M           | 0.98    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.3k            | 31.6±0.3k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 190±30M              | 225±30M             | 1.18    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.9±0.4ms           | 39.3±0.4ms          | 1.01    | stats.PearsonR.time_lazy                                                                    |
|          | 9.23±0.2ms           | 9.09±0.2ms          | 0.98    | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.3M            | 29.4±0.3M           | 1.00    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.4±0.2ms           | 24.8±0.3ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 59.6±1ms             | 60.9±0.6ms          | 1.02    | 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 15938248619

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⏱️ Performance Benchmark Report: 24d183e

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [530b3844]    | After [24d183ec]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.3±0.3ms           | 21.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 53.1±2ms             | 53.2±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.5±0.6ms           | 35.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 168±3ms              | 166±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.4±0.4ms           | 23.3±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.8±0.3ms           | 32.0±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.6±0.2ms           | 23.1±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 32.0±0.3ms           | 31.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.9±0.2ms           | 20.8±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.4±0.7ms           | 45.1±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±0.7ms            | 127±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 127±2ms              | 128±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.4±0.3ms           | 22.4±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 49.2±2ms             | 48.6±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.9±0.1ms           | 23.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.9±2ms             | 58.0±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.2±0.2ms           | 21.0±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.2±0.4ms           | 44.9±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0s              | 1.07±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.07±0.01s          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 209±2ms              | 214±4ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 333±9ms              | 347±6ms             |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.4±0.2ms           | 22.0±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.5±0.5ms           | 30.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.3±0.2ms           | 22.5±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.5±0.6ms           | 60.3±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.4±0.3ms           | 23.5±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.7±1ms             | 61.9±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.8±0.5ms           | 22.9±0.4ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.4±1ms             | 57.4±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 8.02±0.1ms           | 7.74±0.05ms         |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.9±0.3ms           | 21.6±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 20.0±0.3ms           | 20.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 125±2ms              | 124±1ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.34±0.1ms           | 8.21±0.07ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.1±0.5ms           | 20.0±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.33±0.04ms          | 8.22±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.3±0.5ms           | 19.8±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.83±0.09ms          | 7.73±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.5±0.3ms           | 20.2±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.2±0.5ms           | 24.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.7±0.5ms           | 34.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.10±0.1ms           | 8.06±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 21.1±0.3ms           | 20.6±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.10±0.1ms           | 8.95±0.03ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.1±0.9ms           | 22.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.75±0.07ms          | 7.80±0.04ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.5±0.4ms           | 20.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 526±2ms              | 529±4ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 535±4ms              | 534±4ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.6±1ms             | 45.2±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 133±2ms              | 133±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.09±0.1ms           | 8.03±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.0±0.4ms           | 20.0±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.13±0.1ms           | 8.05±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.6±0.6ms           | 22.4±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.24±0.04ms          | 8.11±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.1±0.3ms           | 21.7±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.38±0.09ms          | 8.31±0.09ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.5±0.5ms           | 21.6±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.6±0.4ms           | 22.6±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 83.3±0.8ms           | 83.3±0.9ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.6±0.5ms           | 22.4±0.2ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 96.3±1ms             | 95.5±0.9ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.8±0.3ms           | 21.8±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.7±1ms             | 56.3±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.43±0.1ms           | 8.42±0.08ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.3±0.4ms           | 27.2±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.28±0.2ms           | 8.29±0.1ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.6±0.6ms           | 28.9±0.6ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.17±0.05ms          | 7.99±0.05ms         |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.8±0.7ms           | 22.8±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 226±2ms              | 223±2ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 288±3ms              | 284±4ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.15±0.01ms          | 1.15±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 408±8μs              | 401±7μs             |    0.98 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 967±10μs             | 963±10μs            |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 581±9μs              | 579±8μs             |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 86.7±1ms             | 86.8±1ms            |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.3±2ms             | 24.8±0.8ms          |    0.98 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 101±2ms              | 102±1ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.6±0.4μs           | 17.5±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 90.3±0.9ms           | 89.2±1ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.9±0.5ms           | 25.8±0.8ms          |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 103±1ms              | 102±1ms             |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.9±0.6μs           | 17.5±0.2μs          |    0.97 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 173±2ms              | 174±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 67.9±1ms             | 68.3±1ms            |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 202±4ms              | 201±2ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.6±0.6μs           | 52.0±0.8μs          |    0.97 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 243±3ms              | 246±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 138±3ms              | 138±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 272±5ms              | 276±4ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.1±0.7μs           | 54.5±0.4μs          |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 791±6μs              | 798±20μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 183±5μs              | 187±4μs             |    1.02 | import_iris.Iris.time__constraints                                                          |
|          | 113±2μs              | 114±2μs             |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 91.3±2μs             | 92.4±2μs            |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 167±2μs              | 164±3μs             |    0.98 | import_iris.Iris.time__lazy_data                                                            |
|          | 892±8μs              | 910±9μs             |    1.02 | import_iris.Iris.time__merge                                                                |
|          | 74.6±0.1μs           | 73.5±0.9μs          |    0.98 | import_iris.Iris.time__representation                                                       |
|          | 594±4μs              | 607±10μs            |    1.02 | import_iris.Iris.time_analysis                                                              |
|          | 140±2μs              | 138±0.5μs           |    0.99 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±2μs              | 105±0.6μs           |    0.98 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 243±1μs              | 247±3μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 187±6μs              | 188±0.7μs           |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±1μs              | 114±1μs             |    1.04 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 135±3μs              | 139±2μs             |    1.03 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 322±2μs              | 329±3μs             |    1.02 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.4±0.2μs           | 90.9±0.5μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 210±4μs              | 212±3μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.4±0.4μs           | 93.7±0.4μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 173±4μs              | 172±3μs             |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 305±4μs              | 308±3μs             |    1.01 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.2±0.4μs           | 81.0±1μs            |    1    | import_iris.Iris.time_common                                                                |
|          | 158±1μs              | 160±5μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.33±0.01ms          | 1.34±0.01ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 167±2μs              | 170±0.8μs           |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.16±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 197±1μs              | 200±3μs             |    1.02 | import_iris.Iris.time_config                                                                |
|          | 129±1μs              | 131±2μs             |    1.02 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 383±5μs              | 380±6μs             |    0.99 | import_iris.Iris.time_coord_systems                                                         |
|          | 763±10μs             | 755±7μs             |    0.99 | import_iris.Iris.time_coords                                                                |
|          | 640±9μs              | 645±9μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 235±9μs              | 239±4μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 76.8±0.9μs           | 73.7±0.4μs          |    0.96 | import_iris.Iris.time_experimental                                                          |
|          | 183±2μs              | 178±0.8μs           |    0.97 | import_iris.Iris.time_fileformats                                                           |
|          | 251±3μs              | 255±4μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.59±0.02ms          | 2.59±0.02ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.2±0.9μs           | 75.7±0.4μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 112±0.7μs            | 112±1μs             |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 428±8μs              | 430±5μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.70±0.05ms          | 4.70±0.01ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.5±0.2μs           | 70.9±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 249±1μs              | 249±1μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 116±1μs              | 113±1μs             |    0.97 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 123±2μs              | 121±1μs             |    0.98 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 212±3μs              | 207±0.9μs           |    0.98 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 786±6μs              | 784±9μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±4μs              | 176±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±0.5μs            | 137±2μs             |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 538±3μs              | 540±5μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 218±3μs              | 221±2μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.9±1μs             | 79.2±0.6μs          |    0.98 | import_iris.Iris.time_fileformats_um                                                        |
|          | 156±1μs              | 155±0.8μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±0.9μs            | 136±2μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.7±0.5μs           | 72.3±0.4μs          |    0.98 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.4±0.8μs           | 78.1±0.5μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 944±3μs              | 940±9μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 139±3μs              | 137±2μs             |    0.98 | import_iris.Iris.time_io                                                                    |
|          | 174±2μs              | 173±1μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 216±3μs              | 211±0.8μs           |    0.98 | import_iris.Iris.time_iris                                                                  |
|          | 124±2μs              | 125±0.7μs           |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 8.16±0.1ms           | 8.17±0.2ms          |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.77±0.01ms          | 1.76±0.01ms         |    0.99 | import_iris.Iris.time_plot                                                                  |
|          | 219±3μs              | 217±3μs             |    0.99 | import_iris.Iris.time_quickplot                                                             |
|          | 2.09±0.02ms          | 2.12±0.03ms         |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.82±0.02ms          | 1.82±0.01ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 34.9±0.6ms           | 36.1±1ms            |    1.03 | import_iris.Iris.time_tests                                                                 |
|          | 261±5μs              | 253±0.8μs           |    0.97 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.07±0.03ms          | 5.06±0.03ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±0.4μs            | 118±1μs             |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.72±0.01ms          | 2.72±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0ms             | 1.31±0ms            |    1.01 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 172±2μs              | 168±3μs             |    0.97 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 97.8±0.7μs           | 99.0±2μs            |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 350±10μs             | 354±5μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 73.3±0.4μs           | 72.2±0.7μs          |    0.98 | iterate.IZip.time_izip                                                                      |
|          | 9.65±0.07ms          | 9.58±0.06ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.6±0.7ms           | 16.6±0.2ms          |    1.06 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.65±0.2ms           | 9.59±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.62±0.1ms           | 9.64±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.1±0.3ms           | 13.2±0.05ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.78±0.1ms           | 9.63±0.1ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.46±0.01s           | 1.45±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.4±0.3ms           | 12.0±0.2ms          |    0.96 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.47±0.01s           | 1.46±0.03s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.46±0.02s           | 1.46±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.2±0.08ms          | 12.2±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.46±0.01s           | 1.46±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.15±0.05ms          | 5.14±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.8±0.03ms          | 11.9±0.2ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.07±0.06ms          | 5.10±0.09ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.14±0.04ms          | 5.16±0.05ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.1ms           | 11.9±0.07ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.10±0.04ms          | 5.13±0.09ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.0±1ms             | 22.0±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 24.9±0.3ms           | 25.0±0.5ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.1±2ms             | 12.2±0.5ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.4±1ms             | 28.3±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 82.4±0.5ms           | 82.5±0.4ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.7±1ms             | 27.5±0.8ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 608±5ms              | 600±4ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.35±0.07ms          | 3.34±0.07ms         |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 606±5ms              | 604±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 612±2ms              | 611±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.49±0.08ms          | 3.44±0.09ms         |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 610±3ms              | 612±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.06±0.07ms          | 2.03±0.04ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.32±0.07ms          | 3.39±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.08±0.08ms          | 2.05±0.04ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.05±0.06ms          | 2.06±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.47±0.07ms          | 3.42±0.08ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.08±0.05ms          | 2.07±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 345±2ms              | 344±0.8ms           |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 89.1±0.7ms           | 90.0±2ms            |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 9.74±0.05ms          | 9.77±0.03ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.74±0.04ms          | 9.94±0.1ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.45±0.01s           | 1.47±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.47±0s              | 1.49±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.22±0.07ms          | 5.15±0.05ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.15±0.02ms          | 5.21±0.1ms          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.77±0.04ms          | 8.68±0.1ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.55±0.01ms          | 5.55±0.02ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.44±0.01s           | 1.45±0.02s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 423±3ms              | 428±7ms             |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.26±0.02ms          | 4.26±0.05ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.21±0.05ms          | 4.18±0.04ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 161±2ms              | 162±3ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.1±0.2ms           | 15.1±0.1ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 164±1ms              | 161±4ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.4±0.5ms           | 32.1±0.3ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.7±0.06ms          | 14.7±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.4±0.3ms           | 32.3±0.4ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 15.1±0.2ms           | 14.9±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 45.3±0.6ms           | 45.8±1ms            |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.97±0.09ms          | 8.83±0.1ms          |    0.98 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.9±0.5ms           | 16.8±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 15.4±0.3ms           | 14.9±0.4ms          |    0.97 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.9±0.6ms           | 15.6±0.5ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.02±0.5ms           | 8.93±0.4ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.6±0.5ms           | 11.4±0.2ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 16.4±0.4ms           | 15.9±0.2ms          |    0.97 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 55.1±0.9ms           | 55.1±1ms            |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.0±0.3ms           | 16.1±0.3ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.2±0.4ms           | 17.3±0.3ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.42±0.1ms           | 3.38±0.1ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.15±0.3ms           | 6.42±0.2ms          |    1.04 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.8±1ms             | 36.7±2ms            |    1.03 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 764±8ms              | 767±7ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.36±0.03s           | 1.36±0.02s          |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 430±10ms             | 430±3ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±6M               | 110±2M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 34.8±4ms             | 36.3±2ms            |    1.04 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 375±100ns            | 393±9ns             |    1.05 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 199±1ms              | 196±2ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 772±0.5k             | 771±0.4k            |    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)      |
|          | 16.6±0.1ms           | 16.4±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.9±0.4ms           | 19.6±0.6ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 115±1ms              | 115±0.5ms           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 573±3ms              | 577±3ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.03M           | 1.51±0.01M          |    1.03 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.04M           | 96.5±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 75.1±0.8ms           | 76.3±0.7ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 534±2ms              | 533±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.02M           | 1.41±0.02M          |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.02M           | 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)                 |
|          | 6.75±0.07ms          | 6.68±0.04ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 81.5±3ms             | 76.3±5ms            |    0.94 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 105±6ms              | 105±6ms             |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 66.4±6ms             | 72.4±6ms            |    1.09 | 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                   |
|          | 4.72±0.02ms          | 4.70±0.1ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 80.1±0.6ms           | 81.1±1ms            |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.0±0.5ms           | 41.9±0.4ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 476±5ms              | 473±3ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 86.9±100ns           | 88.9±0.6ns          |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.8±0.4ms           | 64.1±1ms            |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 88.7±70ns            | 88.1±0.6ns          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 419±3ms              | 418±3ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±0.3k            | 31.6±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.86±0.1M            | 1.69±0.3M           |    0.91 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.6±0.3k            | 31.6±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 225±30M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.4±0.8ms           | 39.1±0.6ms          |    0.99 | stats.PearsonR.time_lazy                                                                    |
|          | 9.57±0.2ms           | 8.97±0.1ms          |    0.94 | stats.PearsonR.time_real                                                                    |
|          | 29.1±1M              | 28.4±1M             |    0.97 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.7±0.3ms           | 25.0±0.3ms          |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.4±1ms             | 60.9±0.6ms          |    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                           |

Generated by GHA run 15938248585

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⏱️ Performance Benchmark Report: 24d183e

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [530b3844]    | After [24d183ec]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.9±0.2ms           | 20.9±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.3±1ms             | 52.8±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.6±0.4ms           | 34.7±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 164±2ms              | 164±2ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.9±0.3ms           | 23.0±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.6±0.2ms           | 31.5±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.7±0.2ms           | 23.2±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.5±0.4ms           | 31.4±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.8±0.4ms           | 20.8±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 45.2±0.9ms           | 44.4±0.5ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±1ms              | 124±1ms             | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 125±2ms              | 125±2ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.7±0.3ms           | 22.1±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.7±0.9ms           | 48.0±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.0±0.3ms           | 23.2±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.0±1ms             | 58.1±0.9ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.9±0.1ms           | 21.2±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.0±1ms             | 44.2±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.06±0.01s           | 1.07±0.01s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.05±0.01s           | 1.05±0.01s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 204±3ms              | 209±4ms             | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 336±10ms             | 339±7ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.6±0.1ms           | 21.9±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.1±0.4ms           | 29.5±0.4ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.0±0.3ms           | 22.1±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.4±1ms             | 59.0±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.2±0.2ms           | 23.3±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.2±1ms             | 61.0±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.9±0.2ms           | 22.4±0.4ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.4±0.8ms           | 56.6±0.6ms          | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.89±0.1ms           | 7.79±0.07ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.3±0.6ms           | 21.5±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.8±0.3ms           | 19.8±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 124±1ms              | 125±1ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.99±0.09ms          | 8.09±0.05ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.0±0.6ms           | 19.6±0.3ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.98±0.1ms           | 8.01±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.0±0.7ms           | 19.7±0.3ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.69±0.1ms           | 7.60±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.6±0.9ms           | 20.1±0.3ms          | 0.97    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.9±0.2ms           | 24.1±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.5±0.7ms           | 33.4±0.5ms          | 0.97    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.04±0.1ms           | 8.02±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.4±0.5ms           | 20.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.00±0.1ms           | 9.14±0.1ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.7±0.4ms           | 22.7±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.81±0.1ms           | 7.69±0.05ms         | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.3±0.9ms           | 20.6±0.5ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 525±2ms              | 525±2ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 540±5ms              | 538±6ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.3±0.8ms           | 45.5±0.7ms          | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 130±1ms              | 132±2ms             | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.84±0.1ms           | 7.86±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.5±0.5ms           | 19.9±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.96±0.07ms          | 7.92±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.8±0.8ms           | 22.4±0.3ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.26±0.1ms           | 8.26±0.05ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.6±0.5ms           | 22.0±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.17±0.1ms           | 8.24±0.09ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.1±0.6ms           | 21.4±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.4±0.2ms           | 22.6±0.1ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.0±2ms             | 81.9±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.3±0.2ms           | 22.8±0.4ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.9±2ms             | 95.2±2ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.1±0.2ms           | 21.1±0.2ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.1±1ms             | 55.1±0.6ms          | 0.98    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.05±0.04ms          | 8.18±0.1ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.3±0.6ms           | 27.1±0.7ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.98±0.1ms           | 8.17±0.02ms         | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.3±0.6ms           | 28.2±0.7ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.80±0.1ms           | 7.93±0.06ms         | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.9±0.8ms           | 22.7±0.6ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 219±2ms              | 220±4ms             | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 275±3ms              | 279±4ms             | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.13±0.02ms          | 1.15±0.01ms         | 1.02    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 387±2μs              | 395±6μs             | 1.02    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 943±10μs             | 956±20μs            | 1.01    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 568±9μs              | 584±7μs             | 1.03    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 86.1±2ms             | 86.7±0.9ms          | 1.01    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.4±1ms             | 24.3±1ms            | 0.96    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 101±1ms              | 102±1ms             | 1.01    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.3±0.2μs           | 17.7±0.2μs          | 1.03    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 89.1±1ms             | 88.8±3ms            | 1.00    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.7±0.4ms           | 25.0±0.8ms          | 0.97    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 101±2ms              | 102±0.6ms           | 1.01    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.4±0.3μs           | 17.5±0.3μs          | 1.01    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 171±3ms              | 171±2ms             | 1.00    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 66.6±1ms             | 67.0±1ms            | 1.01    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 200±2ms              | 198±2ms             | 0.99    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 51.8±0.5μs           | 53.0±0.7μs          | 1.02    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 244±2ms              | 241±2ms             | 0.98    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 138±3ms              | 135±3ms             | 0.98    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 271±1ms              | 271±4ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.0±0.6μs           | 55.0±0.5μs          | 1.00    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 792±10μs             | 780±20μs            | 0.98    | import_iris.Iris.time__concatenate                                                          |
|          | 179±2μs              | 178±2μs             | 1.00    | import_iris.Iris.time__constraints                                                          |
|          | 111±0.6μs            | 112±0.7μs           | 1.00    | import_iris.Iris.time__data_manager                                                         |
|          | 90.5±0.7μs           | 89.8±0.5μs          | 0.99    | import_iris.Iris.time__deprecation                                                          |
|          | 159±2μs              | 159±2μs             | 1.00    | import_iris.Iris.time__lazy_data                                                            |
|          | 880±4μs              | 874±10μs            | 0.99    | import_iris.Iris.time__merge                                                                |
|          | 73.7±0.6μs           | 73.6±0.8μs          | 1.00    | import_iris.Iris.time__representation                                                       |
|          | 598±8μs              | 610±3μs             | 1.02    | import_iris.Iris.time_analysis                                                              |
|          | 137±1μs              | 141±2μs             | 1.03    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 104±0.9μs            | 104±2μs             | 1.01    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 244±2μs              | 245±2μs             | 1.01    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±3μs              | 189±4μs             | 1.01    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 107±1μs              | 108±0.9μs           | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 134±0.8μs            | 132±1μs             | 0.98    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 320±2μs              | 321±5μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.0±0.8μs           | 90.2±0.4μs          | 1.00    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±2μs              | 210±3μs             | 1.00    | import_iris.Iris.time_analysis_maths                                                        |
|          | 92.0±0.4μs           | 92.0±0.8μs          | 1.00    | import_iris.Iris.time_analysis_stats                                                        |
|          | 169±2μs              | 166±2μs             | 0.98    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 308±6μs              | 300±3μs             | 0.98    | import_iris.Iris.time_aux_factory                                                           |
|          | 79.0±0.9μs           | 79.5±1μs            | 1.01    | import_iris.Iris.time_common                                                                |
|          | 157±2μs              | 156±1μs             | 1.00    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.33±0.02ms          | 1.32±0.01ms         | 0.99    | import_iris.Iris.time_common_metadata                                                       |
|          | 167±2μs              | 165±2μs             | 0.99    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.15±0ms             | 1.15±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                        |
|          | 193±1μs              | 194±2μs             | 1.00    | import_iris.Iris.time_config                                                                |
|          | 125±3μs              | 124±0.5μs           | 0.99    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 370±7μs              | 366±8μs             | 0.99    | import_iris.Iris.time_coord_systems                                                         |
|          | 745±9μs              | 746±6μs             | 1.00    | import_iris.Iris.time_coords                                                                |
|          | 625±6μs              | 628±4μs             | 1.01    | import_iris.Iris.time_cube                                                                  |
|          | 233±2μs              | 232±2μs             | 1.00    | import_iris.Iris.time_exceptions                                                            |
|          | 73.1±0.5μs           | 74.0±0.3μs          | 1.01    | import_iris.Iris.time_experimental                                                          |
|          | 176±0.9μs            | 178±1μs             | 1.01    | import_iris.Iris.time_fileformats                                                           |
|          | 257±5μs              | 253±6μs             | 0.98    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.55±0.03ms          | 2.57±0.01ms         | 1.01    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.3±0.5μs           | 74.2±0.6μs          | 0.99    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 110±1μs              | 110±0.6μs           | 1.01    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 422±6μs              | 420±5μs             | 1.00    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.80±0.05ms          | 4.75±0.05ms         | 0.99    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 70.0±0.5μs           | 70.5±0.3μs          | 1.01    | import_iris.Iris.time_fileformats_name                                                      |
|          | 248±2μs              | 243±2μs             | 0.98    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 112±1μs              | 113±1μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 118±0.8μs            | 119±2μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 204±2μs              | 205±4μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 781±10μs             | 774±10μs            | 0.99    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±3μs              | 171±2μs             | 0.98    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 133±0.5μs            | 134±1μs             | 1.01    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 538±4μs              | 533±10μs            | 0.99    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 219±3μs              | 216±2μs             | 0.99    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.5±1μs             | 79.1±0.3μs          | 1.00    | import_iris.Iris.time_fileformats_um                                                        |
|          | 153±2μs              | 153±2μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±2μs              | 135±2μs             | 0.98    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 71.9±0.3μs           | 72.7±0.5μs          | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 77.6±0.3μs           | 78.4±2μs            | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 957±20μs             | 947±10μs            | 0.99    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±2μs              | 135±2μs             | 0.98    | import_iris.Iris.time_io                                                                    |
|          | 173±2μs              | 172±2μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                      |
|          | 209±2μs              | 207±0.9μs           | 0.99    | import_iris.Iris.time_iris                                                                  |
|          | 122±2μs              | 123±1μs             | 1.00    | import_iris.Iris.time_iterate                                                               |
|          | 8.07±0.1ms           | 8.00±0.07ms         | 0.99    | import_iris.Iris.time_palette                                                               |
|          | 1.76±0.01ms          | 1.77±0.02ms         | 1.01    | import_iris.Iris.time_plot                                                                  |
|          | 216±1μs              | 213±1μs             | 0.99    | import_iris.Iris.time_quickplot                                                             |
|          | 2.09±0.05ms          | 2.12±0.02ms         | 1.02    | import_iris.Iris.time_std_names                                                             |
|          | 1.79±0.02ms          | 1.81±0.04ms         | 1.01    | import_iris.Iris.time_symbols                                                               |
|          | 188±10ms             | 188±10ms            | 1.00    | import_iris.Iris.time_tests                                                                 |
|          | 249±5μs              | 250±5μs             | 1.00    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.03±0.03ms          | 5.02±0.02ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 117±2μs              | 117±1μs             | 1.00    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.69±0.02ms          | 2.69±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.28±0ms             | 1.28±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 170±2μs              | 165±0.6μs           | 0.97    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 97.6±1μs             | 96.4±1μs            | 0.99    | import_iris.Iris.time_time                                                                  |
|          | 344±3μs              | 345±8μs             | 1.00    | import_iris.Iris.time_util                                                                  |
|          | 70.6±0.5μs           | 71.7±1μs            | 1.02    | iterate.IZip.time_izip                                                                      |
|          | 9.50±0.08ms          | 9.55±0.04ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.5±0.6ms           | 15.4±0.1ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.45±0.06ms          | 9.47±0.06ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.53±0.04ms          | 9.47±0.08ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.1±0.1ms           | 13.1±0.05ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.57±0.1ms           | 9.57±0.2ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.44±0.01s           | 1.44±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.0±0.1ms           | 12.1±0.1ms          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.44±0.01s           | 1.44±0.02s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.43±0.01s           | 1.44±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.0±0.03ms          | 12.0±0.08ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.45±0.02s           | 1.46±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.10±0.02ms          | 5.15±0.1ms          | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.7±0.07ms          | 11.7±0.06ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.14±0.04ms          | 5.05±0.05ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.10±0.03ms          | 5.12±0.05ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.6±0.07ms          | 11.7±0.02ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.02±0.05ms          | 5.02±0.04ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.6±0.7ms           | 21.6±0.4ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 24.7±0.4ms           | 24.5±0.4ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.9±1ms             | 12.8±2ms            | 1.08    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.5±1ms             | 28.4±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 83.1±1ms             | 83.3±0.9ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.8±1ms             | 27.7±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 592±2ms              | 595±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.51±0.2ms           | 3.64±0.1ms          | 1.04    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 595±2ms              | 595±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 603±2ms              | 602±4ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.66±0.1ms           | 3.62±0.1ms          | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 601±4ms              | 602±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.04±0.07ms          | 2.10±0.05ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.59±0.1ms           | 3.54±0.08ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.12±0.07ms          | 2.09±0.04ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.15±0.05ms          | 2.04±0.07ms         | 0.95    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.62±0.2ms           | 3.54±0.1ms          | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.06±0.05ms          | 2.08±0.09ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 339±4ms              | 333±0.9ms           | 0.98    | load.ManyCubes.time_many_cube_load                                                          |
|          | 88.7±1ms             | 88.1±0.9ms          | 0.99    | load.ManyVars.time_many_var_load                                                            |
|          | 9.70±0.1ms           | 9.63±0.09ms         | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.77±0.2ms           | 9.80±0.1ms          | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.45±0.01s           | 1.44±0.02s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.46±0.01s           | 1.46±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.11±0.02ms          | 5.13±0.03ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.06±0.02ms          | 5.10±0.07ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.66±0.1ms           | 8.66±0.2ms          | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.49±0.02ms          | 5.44±0.07ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.43±0.01s           | 1.42±0.02s          | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 420±5ms              | 413±4ms             | 0.98    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.23±0.02ms          | 4.25±0.03ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.10±0.03ms          | 4.12±0.06ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 158±2ms              | 157±3ms             | 1.00    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.8±0.2ms           | 14.8±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 159±2ms              | 159±2ms             | 1.00    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.5±0.2ms           | 31.9±0.8ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.1±0.4ms           | 14.6±0.2ms          | 0.97    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.5±0.3ms           | 31.8±0.7ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 14.8±0.2ms           | 14.7±0.2ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 44.3±0.8ms           | 44.3±0.6ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.03±0.2ms           | 8.87±0.2ms          | 0.98    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.3±0.2ms           | 15.8±0.2ms          | 0.97    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 14.8±0.3ms           | 14.8±0.2ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.0±0.5ms           | 14.9±0.1ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.63±0.2ms           | 8.66±0.1ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.7±0.2ms           | 11.3±0.5ms          | 0.96    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 16.0±0.3ms           | 15.7±0.1ms          | 0.98    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 53.3±0.9ms           | 54.5±0.4ms          | 1.02    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.0±0.2ms           | 15.7±0.2ms          | 0.99    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.2±0.4ms           | 16.5±0.3ms          | 0.96    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.50±0.08ms          | 3.43±0.2ms          | 0.98    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.12±0.7ms           | 6.26±0.1ms          | 1.02    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 36.7±0.9ms           | 36.9±1ms            | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 778±5ms              | 783±8ms             | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.35±0.06s           | 1.37±0.02s          | 1.01    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 424±6ms              | 426±6ms             | 1.00    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 110±5M              | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 32.4±3ms             | 35.6±3ms            | 1.10    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 361±3ns              | 361±1ns             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 200±2ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±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)      |
|          | 16.1±0.1ms           | 16.2±0.2ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.5±0.6ms           | 19.7±0.6ms          | 1.01    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 116±3ms              | 115±2ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 573±6ms              | 578±7ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.51±0.02M           | 1.51±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.02M           | 96.5±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 75.7±1ms             | 75.5±0.5ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 527±4ms              | 535±2ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.41±0.02M           | 1.43±0.02M          | 1.01    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.5±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.74±0.08ms          | 6.69±0.03ms         | 0.99    | plot.AuxSort.time_aux_sort                                                                  |
|          | 78.1±2ms             | 77.5±4ms            | 0.99    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 103±7ms              | 104±6ms             | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 67.6±6ms             | 66.1±4ms            | 0.98    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.08M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.64±0.04ms          | 4.75±0.05ms         | 1.02    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 79.8±0.8ms           | 80.2±0.9ms          | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.3±0.3ms           | 42.2±0.7ms          | 1.02    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 473±4ms              | 469±4ms             | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 88.0±1ns             | 86.4±0.4ns          | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.0±0.4ms           | 64.3±2ms            | 1.04    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.8±1ns             | 86.2±0.1ns          | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 416±3ms              | 414±2ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.7±0.3k            | 31.7±0.3k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.74±0.1M            | 1.84±0.2M           | 1.06    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.6±0.3k            | 31.7±0.3k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 242±20M              | 190±20M             | ~0.79   | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.5±0.3ms           | 38.6±0.5ms          | 1.00    | stats.PearsonR.time_lazy                                                                    |
|          | 9.19±0.2ms           | 9.22±0.2ms          | 1.00    | stats.PearsonR.time_real                                                                    |
|          | 29.5±0.6M            | 29.1±0.9M           | 0.99    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 25.2±0.5ms           | 24.9±0.6ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.7±0.5ms           | 60.3±0.6ms          | 0.99    | 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 15938248539

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⏱️ Performance Benchmark Report: 24d183e

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [530b3844]    | After [24d183ec]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.0±0.1ms           | 21.3±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.6±0.6ms           | 52.7±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.6±0.4ms           | 35.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 166±2ms              | 166±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.3±0.5ms           | 22.8±0.08ms         |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 32.0±0.4ms           | 32.0±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.9±0.4ms           | 23.4±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.7±0.4ms           | 31.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.1±0.1ms           | 20.8±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.8±0.7ms           | 44.8±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 125±1ms              | 125±0.7ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 128±3ms              | 125±2ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.1±0.1ms           | 21.9±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.8±0.7ms           | 48.4±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.3±0.3ms           | 23.8±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 59.2±2ms             | 57.9±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.3±0.6ms           | 21.0±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.0±0.5ms           | 44.6±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.01s           | 1.07±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0.01s           | 1.04±0s             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 208±4ms              | 210±3ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 345±8ms              | 340±7ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.7±0.3ms           | 22.1±0.5ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.5±0.4ms           | 29.8±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.4±0.4ms           | 22.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.5±0.7ms           | 59.6±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.4±0.4ms           | 23.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.4±0.6ms           | 61.9±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.1±0.5ms           | 22.9±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.9±0.6ms           | 58.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.82±0.2ms           | 7.89±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.8±0.9ms           | 21.8±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.7±0.2ms           | 19.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 124±2ms              | 125±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.37±0.1ms           | 8.29±0.05ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.1±0.5ms           | 20.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.21±0.08ms          | 8.13±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.5±0.4ms           | 19.8±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.76±0.06ms          | 7.81±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.6±0.4ms           | 20.4±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.1±0.2ms           | 24.1±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.6±0.6ms           | 34.4±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.09±0.1ms           | 8.00±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.6±0.5ms           | 20.7±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.09±0.1ms           | 8.88±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.7±0.5ms           | 23.0±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.77±0.1ms           | 7.69±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.7±0.4ms           | 20.7±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 533±4ms              | 523±3ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 539±4ms              | 539±4ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.8±0.6ms           | 44.2±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 132±1ms              | 132±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.10±0.1ms           | 7.88±0.09ms         |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.0±0.3ms           | 19.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.14±0.09ms          | 8.03±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.6±0.6ms           | 22.5±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.17±0.07ms          | 8.21±0.09ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.8±0.6ms           | 22.2±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.37±0.09ms          | 8.34±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.7±0.6ms           | 21.7±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.4±0.2ms           | 22.2±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.5±0.8ms           | 83.7±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.7±0.3ms           | 22.6±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 95.0±0.9ms           | 94.2±2ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.3±0.2ms           | 21.4±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.5±0.8ms           | 55.1±1ms            |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.32±0.1ms           | 8.40±0.07ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.4±0.8ms           | 27.0±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.25±0.1ms           | 8.24±0.07ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.1±0.7ms           | 28.6±0.7ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.85±0.1ms           | 7.85±0.06ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.7±0.7ms           | 22.7±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 222±3ms              | 219±2ms             |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 280±4ms              | 278±1ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.15±0.01ms          | 1.15±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 406±5μs              | 398±7μs             |    0.98 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 978±20μs             | 957±9μs             |    0.98 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 579±8μs              | 581±7μs             |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 87.2±2ms             | 89.1±0.8ms          |    1.02 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.6±0.5ms           | 24.7±0.6ms          |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 102±4ms              | 103±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.5±0.3μs           | 17.5±0.2μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 90.5±1ms             | 89.8±2ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.8±0.8ms           | 25.8±0.4ms          |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 103±1ms              | 103±1ms             |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.6±0.2μs           | 17.7±0.3μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 174±2ms              | 174±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 67.0±0.5ms           | 67.4±1ms            |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 202±1ms              | 202±4ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.8±0.7μs           | 52.5±0.4μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 242±2ms              | 244±1ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 137±2ms              | 138±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 272±2ms              | 276±6ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.9±0.7μs           | 54.5±0.7μs          |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 782±8μs              | 790±10μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 181±2μs              | 184±5μs             |    1.02 | import_iris.Iris.time__constraints                                                          |
|          | 114±2μs              | 115±1μs             |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 92.8±1μs             | 92.8±0.9μs          |    1    | import_iris.Iris.time__deprecation                                                          |
|          | 162±2μs              | 161±2μs             |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 911±10μs             | 884±6μs             |    0.97 | import_iris.Iris.time__merge                                                                |
|          | 75.4±0.6μs           | 74.2±1μs            |    0.98 | import_iris.Iris.time__representation                                                       |
|          | 601±6μs              | 607±6μs             |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 141±3μs              | 141±0.5μs           |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 109±0.6μs            | 108±2μs             |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 247±3μs              | 250±3μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±2μs              | 189±1μs             |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 112±2μs              | 110±1μs             |    0.98 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 138±1μs              | 138±0.7μs           |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 329±6μs              | 325±3μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 94.2±1μs             | 92.8±0.9μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±9μs              | 210±4μs             |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.0±1μs             | 94.8±0.5μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 169±2μs              | 169±1μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 310±2μs              | 307±4μs             |    0.99 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.9±0.3μs           | 80.9±0.6μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 160±3μs              | 159±1μs             |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.33±0.02ms          | 1.35±0.02ms         |    1.02 | import_iris.Iris.time_common_metadata                                                       |
|          | 166±3μs              | 169±1μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.16±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 198±2μs              | 197±2μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 129±3μs              | 129±2μs             |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 376±10μs             | 383±6μs             |    1.02 | import_iris.Iris.time_coord_systems                                                         |
|          | 753±7μs              | 744±9μs             |    0.99 | import_iris.Iris.time_coords                                                                |
|          | 641±10μs             | 629±6μs             |    0.98 | import_iris.Iris.time_cube                                                                  |
|          | 235±3μs              | 235±2μs             |    1    | import_iris.Iris.time_exceptions                                                            |
|          | 75.3±0.4μs           | 75.8±1μs            |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 179±1μs              | 179±1μs             |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 251±3μs              | 255±3μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.56±0.06ms          | 2.59±0.01ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 77.4±2μs             | 78.2±1μs            |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 112±2μs              | 115±0.8μs           |    1.02 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 427±6μs              | 430±6μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.67±0.05ms          | 4.71±0.02ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.1±1μs             | 72.1±0.9μs          |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 248±2μs              | 256±2μs             |    1.03 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±2μs              | 115±0.6μs           |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 119±2μs              | 122±1μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 206±1μs              | 212±3μs             |    1.03 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 793±20μs             | 786±5μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±4μs              | 178±2μs             |    1.02 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±3μs              | 137±0.5μs           |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 539±10μs             | 540±4μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 218±10μs             | 221±2μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.3±2μs             | 83.6±2μs            |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 156±4μs              | 156±0.9μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±3μs              | 139±1μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.7±0.4μs           | 72.9±2μs            |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.1±1μs             | 79.6±2μs            |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 957±20μs             | 952±3μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 139±5μs              | 138±1μs             |    0.99 | import_iris.Iris.time_io                                                                    |
|          | 175±6μs              | 176±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 211±2μs              | 212±0.8μs           |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 125±0.9μs            | 127±1μs             |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 8.31±0.1ms           | 8.10±0.04ms         |    0.97 | import_iris.Iris.time_palette                                                               |
|          | 1.76±0.01ms          | 1.77±0.01ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 219±3μs              | 219±1μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.09±0.02ms          | 2.18±0.05ms         |    1.04 | import_iris.Iris.time_std_names                                                             |
|          | 1.80±0.01ms          | 1.83±0.02ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 100±0.8ms            | 101±1ms             |    1.01 | import_iris.Iris.time_tests                                                                 |
|          | 254±2μs              | 254±3μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.14±0.06ms          | 5.08±0.03ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±2μs              | 117±1μs             |    0.98 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.72±0.02ms          | 2.72±0.02ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.31±0.02ms          | 1.31±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 167±2μs              | 170±2μs             |    1.02 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 100±0.7μs            | 102±2μs             |    1.02 | import_iris.Iris.time_time                                                                  |
|          | 356±4μs              | 348±3μs             |    0.98 | import_iris.Iris.time_util                                                                  |
|          | 72.2±0.7μs           | 71.8±0.4μs          |    0.99 | iterate.IZip.time_izip                                                                      |
|          | 9.57±0.1ms           | 9.51±0.07ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.8±0.3ms           | 15.7±0.6ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.64±0.05ms          | 9.53±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.73±0.2ms           | 9.49±0.04ms         |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.2±0.06ms          | 13.1±0.3ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.62±0.03ms          | 9.77±0.1ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.44±0.01s           | 1.44±0s             |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.1±0.1ms           | 12.0±0.05ms         |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.46±0.01s           | 1.47±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.44±0.01s           | 1.43±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.1±0.07ms          | 12.1±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.46±0.01s           | 1.46±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.12±0.07ms          | 5.18±0.05ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.9±0.08ms          | 12.0±0.1ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.09±0.04ms          | 5.09±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.18±0.06ms          | 5.11±0.03ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.06ms          | 11.8±0.1ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.07±0.03ms          | 5.09±0.06ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.6±1ms             | 22.8±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 25.6±0.4ms           | 25.3±0.5ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.0±0.8ms           | 11.8±1ms            |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.9±2ms             | 28.3±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 82.8±0.7ms           | 82.8±0.5ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.2±1ms             | 28.0±0.6ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 603±4ms              | 607±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.39±0.08ms          | 3.43±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 611±3ms              | 609±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 612±2ms              | 613±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.41±0.06ms          | 3.58±0.1ms          |    1.05 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 611±4ms              | 614±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.09±0.06ms          | 2.06±0.05ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.33±0.1ms           | 3.31±0.07ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.01±0.04ms          | 2.03±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.16±0.07ms          | 2.03±0.04ms         |    0.94 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.41±0.09ms          | 3.48±0.06ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.04±0.05ms          | 2.05±0.05ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 339±1ms              | 339±1ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 89.6±2ms             | 89.1±0.9ms          |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 9.69±0.2ms           | 9.66±0.07ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.76±0.2ms           | 9.71±0.2ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.47±0.02s           | 1.46±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.49±0.02s           | 1.46±0.01s          |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.24±0.01ms          | 5.14±0.04ms         |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.06±0.04ms          | 5.12±0.01ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.83±0.2ms           | 8.63±0.04ms         |    0.98 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.49±0.08ms          | 5.52±0.04ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.43±0s              | 1.44±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 422±5ms              | 418±4ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.22±0.08ms          | 4.29±0.07ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.17±0.03ms          | 4.17±0.04ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 161±2ms              | 157±0.3ms           |    0.98 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.0±0.1ms           | 15.0±0.1ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 158±2ms              | 161±0.8ms           |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.6±0.5ms           | 31.9±0.3ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.8±0.07ms          | 14.8±0.07ms         |    1    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.1±0.1ms           | 32.3±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 15.0±0.3ms           | 15.0±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 45.5±0.7ms           | 44.7±0.6ms          |    0.98 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.77±0.2ms           | 8.66±0.2ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.8±0.9ms           | 16.7±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 15.2±0.1ms           | 15.2±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 16.0±0.7ms           | 15.6±0.3ms          |    0.97 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.87±0.3ms           | 8.80±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.0±0.4ms           | 11.4±0.5ms          |    0.95 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 16.1±0.6ms           | 16.1±0.2ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 55.5±0.7ms           | 54.6±0.4ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 16.0±0.2ms           | 16.1±0.2ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.8±0.8ms           | 17.4±0.4ms          |    1.03 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.47±0.2ms           | 3.44±0.2ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 6.30±0.3ms           | 6.18±0.1ms          |    0.98 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 37.1±2ms             | 36.8±2ms            |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 794±10ms             | 789±10ms            |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.36±0.04s           | 1.42±0.04s          |    1.04 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 422±8ms              | 428±10ms            |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±2M               | 110±2M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 37.6±3ms             | 37.9±5ms            |    1.01 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 387±5ns              | 365±2ns             |    0.94 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±1ms              | 198±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.4k             | 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)      |
|          | 16.4±0.1ms           | 16.2±0.1ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.4±0.2ms           | 19.7±0.3ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.27±0.09M           | 1.27±0.09M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.09M             | 25±0.09M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 116±2ms              | 116±0.8ms           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 580±3ms              | 578±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.48±0.02M           | 1.48±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 75.8±0.8ms           | 74.5±0.6ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 536±5ms              | 531±0.8ms           |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.43±0.04M           | 1.41±0.03M          |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±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)                 |
|          | 6.74±0.08ms          | 6.65±0.02ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 80.3±3ms             | 82.4±4ms            |    1.03 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 106±4ms              | 104±7ms             |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 67.8±5ms             | 69.0±5ms            |    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                   |
|          | 4.85±0.07ms          | 4.90±0.7ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 82.4±1ms             | 81.2±1ms            |    0.98 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 41.9±0.4ms           | 41.5±0.7ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 482±5ms              | 475±6ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.4±0.4ns           | 99.8±8ns            |    1.14 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 64.2±1ms             | 63.6±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.0±0.3ns           | 88.6±0.9ns          |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 418±2ms              | 419±5ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±0.3k            | 31.7±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.66±0.1M            | 1.86±0.2M           |    1.12 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.7±0.3k            | 31.7±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 225±20M             |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.6±0.2ms           | 38.9±0.4ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 9.17±0.2ms           | 9.20±0.1ms          |    1    | stats.PearsonR.time_real                                                                    |
|          | 29.5±0.2M            | 29.4±0.2M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0.01M           | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 25.0±0.7ms           | 25.0±0.3ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.5±0.6ms           | 61.7±0.6ms          |    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 15938248592

@trexfeathers trexfeathers merged commit b249de9 into main Jun 30, 2025
30 checks passed
@trexfeathers trexfeathers deleted the auto-update-lockfiles branch June 30, 2025 09:37
@scitools-ci scitools-ci bot removed this from 🚴 Peloton Jul 29, 2025
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