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@scitools-ci scitools-ci bot commented Jul 20, 2024

Lockfiles updated to the latest resolvable environment.

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

@scitools-ci scitools-ci bot added Bot A bot generated issue/pull-request New: Pull Request labels Jul 20, 2024
@github-actions github-actions bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Jul 20, 2024
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codecov bot commented Jul 20, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.75%. Comparing base (2d4eda0) to head (da1d69d).
Report is 56 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #6068   +/-   ##
=======================================
  Coverage   89.75%   89.75%           
=======================================
  Files          90       90           
  Lines       22981    22981           
  Branches     5026     5026           
=======================================
  Hits        20627    20627           
  Misses       1624     1624           
  Partials      730      730           

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⏱️ Performance Benchmark Report: 8f4d015

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [38e5a230]    | After [8f4d015f]    |   Ratio | Benchmark (Parameter)                                                                                  |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------------------------------------------|
|          | 53.7±1ms             | 53.9±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                         |
|          | 53.9±0.7ms           | 54.4±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                          |
|          | 190±2ms              | 190±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                               |
|          | 189±1ms              | 191±3ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                                |
|          | 36.4±0.4ms           | 36.8±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                         |
|          | 37.2±0.7ms           | 36.9±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                          |
|          | 36.7±0.6ms           | 36.4±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                         |
|          | 37.2±0.4ms           | 37.4±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                          |
|          | 46.7±0.5ms           | 46.4±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                           |
|          | 47.3±0.3ms           | 47.2±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                            |
|          | 120±0.7ms            | 120±0.7ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                                       |
|          | 121±2ms              | 121±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                        |
|          | 51.1±0.7ms           | 51.0±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                          |
|          | 51.6±0.7ms           | 51.0±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                           |
|          | 36.3±0.3ms           | 36.7±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                        |
|          | 36.8±0.5ms           | 36.8±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                         |
|          | 46.3±0.5ms           | 46.4±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                           |
|          | 47.0±0.4ms           | 46.9±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                            |
|          | 1.32±0.02s           | 1.31±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                          |
|          | 1.32±0.01s           | 1.30±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                           |
|          | 681±10ms             | 704±10ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                                    |
|          | 683±5ms              | 704±20ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                                     |
|          | 34.4±0.3ms           | 34.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                                    |
|          | 35.5±0.3ms           | 35.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                                     |
|          | 62.0±0.7ms           | 62.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                           |
|          | 62.6±1ms             | 62.7±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                            |
|          | 66.3±0.5ms           | 66.1±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                                       |
|          | 66.8±0.8ms           | 66.9±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                        |
|          | 61.5±0.6ms           | 61.7±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                                      |
|          | 62.1±0.7ms           | 62.0±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                                       |
|          | 19.6±0.4ms           | 19.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                          |
|          | 23.2±0.2ms           | 23.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                           |
|          | 129±0.9ms            | 130±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                                |
|          | 143±0.9ms            | 144±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                                 |
|          | 18.0±0.2ms           | 18.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                          |
|          | 21.7±0.3ms           | 21.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                           |
|          | 17.8±0.4ms           | 18.3±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                          |
|          | 21.6±0.2ms           | 21.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                           |
|          | 18.6±0.4ms           | 18.3±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                            |
|          | 21.9±0.4ms           | 22.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                             |
|          | 34.3±0.7ms           | 34.4±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                        |
|          | 37.8±0.8ms           | 38.0±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                         |
|          | 18.9±0.8ms           | 19.0±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                           |
|          | 22.4±0.4ms           | 22.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                            |
|          | 18.7±0.5ms           | 18.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                         |
|          | 22.1±0.2ms           | 22.2±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                          |
|          | 18.4±0.3ms           | 18.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                            |
|          | 21.9±0.4ms           | 22.2±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                             |
|          | 550±5ms              | 555±4ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                           |
|          | 556±5ms              | 552±4ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                            |
|          | 147±0.9ms            | 148±0.9ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                                     |
|          | 166±1ms              | 166±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                                      |
|          | 17.7±0.4ms           | 17.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                                     |
|          | 21.3±0.3ms           | 21.2±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                                      |
|          | 20.8±0.1ms           | 21.4±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                            |
|          | 24.2±0.2ms           | 24.9±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                             |
|          | 20.8±0.4ms           | 21.0±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                        |
|          | 24.6±0.3ms           | 24.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                         |
|          | 20.3±0.2ms           | 20.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                                       |
|          | 24.0±0.3ms           | 24.0±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                        |
|          | 83.1±1ms             | 82.3±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                                |
|          | 83.4±1ms             | 83.6±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                                 |
|          | 94.3±0.6ms           | 95.1±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                                 |
|          | 95.1±0.8ms           | 95.9±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                                  |
|          | 58.0±1ms             | 58.2±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                                 |
|          | 59.0±0.7ms           | 58.8±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                                  |
|          | 29.0±0.2ms           | 28.8±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                                 |
|          | 32.4±0.2ms           | 32.6±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                                  |
|          | 31.0±0.3ms           | 31.0±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                                  |
|          | 34.3±0.5ms           | 34.4±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                                   |
|          | 25.6±0.2ms           | 25.5±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                                  |
|          | 29.0±0.2ms           | 28.9±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                                   |
|          | 320±2ms              | 321±4ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                          |
|          | 340±2ms              | 345±4ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                           |
|          | 1.13±0.01ms          | 1.13±0.02ms         |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                                      |
|          | 403±10μs             | 400±9μs             |    0.99 | cube.CubeCreation.time_create(False, 'instantiate')                                                    |
|          | 951±20μs             | 947±20μs            |    1    | cube.CubeCreation.time_create(True, 'construct')                                                       |
|          | 586±10μs             | 589±7μs             |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                                     |
|          | 222±3ms              | 219±5ms             |    0.98 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                             |
|          | 111±2ms              | 112±1ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                                      |
|          | 231±3ms              | 231±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                                       |
|          | 16.7±0.6μs           | 16.5±0.3μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                                   |
|          | 305±2ms              | 308±2ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                              |
|          | 197±2ms              | 197±2ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                                       |
|          | 312±3ms              | 315±6ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                        |
|          | 17.1±0.6μs           | 16.9±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                                    |
|          | 221±3ms              | 222±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                              |
|          | 112±1ms              | 112±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                                       |
|          | 232±2ms              | 232±4ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                        |
|          | 54.3±2μs             | 53.7±1μs            |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                                    |
|          | 304±3ms              | 310±5ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                               |
|          | 198±2ms              | 200±2ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                        |
|          | 315±3ms              | 316±6ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                         |
|          | 55.3±0.8μs           | 54.6±0.3μs          |    0.99 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                                     |
|          | 400±4ns              | 390±2ns             |    0.97 | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 259±10ms             | 258±2ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.3±0.1ms           | 14.4±0.2ms          |    1.01 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.2±0.4ms           | 16.1±0.4ms          |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 105±0.9ms            | 106±1ms             |    1.01 | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 698±9ms              | 698±6ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 65.9±0.8ms           | 66.3±1ms            |    1.01 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 657±9ms              | 658±6ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                     |
|          | 216.01528499999998   | 216.01528499999998  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                    |
|          | 657±3μs              | 660±6μs             |    1    | import_iris.Iris.time__concatenate                                                                     |
|          | 178±2μs              | 181±2μs             |    1.01 | import_iris.Iris.time__constraints                                                                     |
|          | 109±0.9μs            | 112±1μs             |    1.02 | import_iris.Iris.time__data_manager                                                                    |
|          | 93.1±1μs             | 94.2±2μs            |    1.01 | import_iris.Iris.time__deprecation                                                                     |
|          | 139±1μs              | 137±0.9μs           |    0.99 | import_iris.Iris.time__lazy_data                                                                       |
|          | 897±4μs              | 891±7μs             |    0.99 | import_iris.Iris.time__merge                                                                           |
|          | 76.3±0.8μs           | 76.8±0.8μs          |    1.01 | import_iris.Iris.time__representation                                                                  |
|          | 487±6μs              | 487±5μs             |    1    | import_iris.Iris.time_analysis                                                                         |
|          | 141±0.8μs            | 139±2μs             |    0.99 | import_iris.Iris.time_analysis__area_weighted                                                          |
|          | 109±2μs              | 110±2μs             |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                            |
|          | 241±1μs              | 243±2μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                                          |
|          | 187±2μs              | 185±1μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                                 |
|          | 111±0.2μs            | 112±1μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                                      |
|          | 140±1μs              | 141±3μs             |    1    | import_iris.Iris.time_analysis_calculus                                                                |
|          | 325±1μs              | 326±6μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                             |
|          | 95.8±1μs             | 94.4±0.9μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                                |
|          | 216±2μs              | 215±3μs             |    1    | import_iris.Iris.time_analysis_maths                                                                   |
|          | 97.8±0.5μs           | 97.0±2μs            |    0.99 | import_iris.Iris.time_analysis_stats                                                                   |
|          | 171±2μs              | 173±3μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                              |
|          | 303±2μs              | 305±4μs             |    1.01 | import_iris.Iris.time_aux_factory                                                                      |
|          | 84.6±1μs             | 84.0±1μs            |    0.99 | import_iris.Iris.time_common                                                                           |
|          | 160±1μs              | 162±2μs             |    1.01 | import_iris.Iris.time_common_lenient                                                                   |
|          | 994±10μs             | 984±9μs             |    0.99 | import_iris.Iris.time_common_metadata                                                                  |
|          | 132±0.6μs            | 131±1μs             |    1    | import_iris.Iris.time_common_mixin                                                                     |
|          | 1.18±0.01ms          | 1.17±0.01ms         |    0.99 | import_iris.Iris.time_common_resolve                                                                   |
|          | 199±3μs              | 197±2μs             |    0.99 | import_iris.Iris.time_config                                                                           |
|          | 116±1μs              | 115±2μs             |    0.99 | import_iris.Iris.time_coord_categorisation                                                             |
|          | 360±2μs              | 362±3μs             |    1.01 | import_iris.Iris.time_coord_systems                                                                    |
|          | 738±5μs              | 737±6μs             |    1    | import_iris.Iris.time_coords                                                                           |
|          | 662±3μs              | 668±7μs             |    1.01 | import_iris.Iris.time_cube                                                                             |
|          | 223±2μs              | 227±3μs             |    1.02 | import_iris.Iris.time_exceptions                                                                       |
|          | 77.8±1μs             | 77.5±1μs            |    1    | import_iris.Iris.time_experimental                                                                     |
|          | 185±2μs              | 189±4μs             |    1.02 | import_iris.Iris.time_fileformats                                                                      |
|          | 251±7μs              | 250±2μs             |    1    | import_iris.Iris.time_fileformats__ff                                                                  |
|          | 2.68±0.02ms          | 2.72±0.03ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                                 |
|          | 79.6±0.5μs           | 80.2±0.4μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                     |
|          | 115±0.8μs            | 115±1μs             |    1    | import_iris.Iris.time_fileformats_abf                                                                  |
|          | 366±4μs              | 362±2μs             |    0.99 | import_iris.Iris.time_fileformats_cf                                                                   |
|          | 5.32±0.03ms          | 5.32±0.05ms         |    1    | import_iris.Iris.time_fileformats_dot                                                                  |
|          | 75.4±0.9μs           | 75.7±0.5μs          |    1    | import_iris.Iris.time_fileformats_name                                                                 |
|          | 256±3μs              | 256±1μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                                         |
|          | 118±1μs              | 118±1μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                               |
|          | 124±2μs              | 123±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                               |
|          | 211±4μs              | 209±3μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules                                                    |
|          | 777±4μs              | 785±10μs            |    1.01 | import_iris.Iris.time_fileformats_pp                                                                   |
|          | 179±2μs              | 179±3μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                                        |
|          | 135±3μs              | 136±3μs             |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                                        |
|          | 513±3μs              | 517±7μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                                |
|          | 219±2μs              | 219±3μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                                      |
|          | 84.4±1μs             | 83.7±0.8μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                                   |
|          | 158±1μs              | 163±1μs             |    1.03 | import_iris.Iris.time_fileformats_um__fast_load                                                        |
|          | 137±2μs              | 142±2μs             |    1.04 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                      |
|          | 75.7±0.4μs           | 75.9±0.6μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                                   |
|          | 81.5±0.3μs           | 81.9±0.5μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                        |
|          | 982±10μs             | 997±10μs            |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                            |
|          | 136±2μs              | 137±0.8μs           |    1    | import_iris.Iris.time_io                                                                               |
|          | 171±1μs              | 174±0.9μs           |    1.02 | import_iris.Iris.time_io_format_picker                                                                 |
|          | 229±3μs              | 227±0.8μs           |    0.99 | import_iris.Iris.time_iris                                                                             |
|          | 126±1μs              | 127±0.6μs           |    1.01 | import_iris.Iris.time_iterate                                                                          |
|          | 8.39±0.05ms          | 8.35±0.07ms         |    1    | import_iris.Iris.time_palette                                                                          |
|          | 2.26±0.04ms          | 2.24±0.04ms         |    0.99 | import_iris.Iris.time_plot                                                                             |
|          | 104±0.7μs            | 104±0.9μs           |    1    | import_iris.Iris.time_quickplot                                                                        |
|          | 2.11±0.03ms          | 2.14±0.01ms         |    1.01 | import_iris.Iris.time_std_names                                                                        |
|          | 1.76±0.03ms          | 1.78±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                                          |
|          | 14.4±0.7ms           | 14.2±0.5ms          |    0.99 | import_iris.Iris.time_tests                                                                            |
|          | 254±3μs              | 256±2μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                              |
|          | 4.81±0.03ms          | 4.78±0.03ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                             |
|          | 118±0.5μs            | 120±1μs             |    1.02 | import_iris.Iris.time_third_party_cftime                                                               |
|          | 2.76±0.01ms          | 2.78±0.01ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                           |
|          | 1.07±0.01ms          | 1.06±0ms            |    0.99 | import_iris.Iris.time_third_party_numpy                                                                |
|          | 170±2μs              | 171±2μs             |    1    | import_iris.Iris.time_third_party_scipy                                                                |
|          | 99.9±1μs             | 100±1μs             |    1    | import_iris.Iris.time_time                                                                             |
|          | 315±2μs              | 323±8μs             |    1.02 | import_iris.Iris.time_util                                                                             |
|          | 73.8±1μs             | 72.5±1μs            |    0.98 | iterate.IZip.time_izip                                                                                 |
|          | 8.07±0.1ms           | 8.07±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                             |
|          | 24.0±0.5ms           | 24.0±0.4ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                         |
|          | 8.76±0.08ms          | 8.76±0.09ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                             |
|          | 8.11±0.1ms           | 8.08±0.03ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                              |
|          | 21.4±0.2ms           | 21.5±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                          |
|          | 8.71±0.06ms          | 8.81±0.04ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                              |
|          | 1.34±0.01s           | 1.35±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                               |
|          | 20.9±0.2ms           | 20.9±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                           |
|          | 1.49±0.02s           | 1.50±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                               |
|          | 1.33±0.01s           | 1.33±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                                |
|          | 20.7±0.2ms           | 21.0±0.2ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                            |
|          | 1.49±0.01s           | 1.50±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                                |
|          | 3.87±0.03ms          | 3.94±0.06ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                                |
|          | 20.0±0.2ms           | 20.5±0.2ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                            |
|          | 4.15±0.02ms          | 4.23±0.04ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                                |
|          | 3.89±0.02ms          | 3.90±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                                 |
|          | 20.1±0.2ms           | 20.1±0.3ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                             |
|          | 4.13±0.03ms          | 4.16±0.02ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                                 |
|          | 34.0±3ms             | 32.4±3ms            |    0.95 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                          |
|          | 19.4±0.4ms           | 19.7±0.3ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                      |
|          | 13.9±1ms             | 13.7±2ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                          |
|          | 26.7±2ms             | 25.6±2ms            |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                           |
|          | 70.4±2ms             | 70.7±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                       |
|          | 25.9±0.6ms           | 25.6±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                           |
|          | 441±6ms              | 440±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                            |
|          | 2.81±0.1ms           | 2.84±0.08ms         |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                        |
|          | 446±3ms              | 446±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                            |
|          | 445±3ms              | 447±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                             |
|          | 2.91±0.07ms          | 2.88±0.1ms          |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                         |
|          | 449±3ms              | 452±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                             |
|          | 1.58±0.08ms          | 1.56±0.1ms          |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                             |
|          | 2.80±0.08ms          | 2.78±0.07ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                         |
|          | 1.52±0.03ms          | 1.57±0.06ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                             |
|          | 1.57±0.04ms          | 1.56±0.08ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                              |
|          | 2.83±0.2ms           | 2.83±0.06ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                          |
|          | 1.61±0.09ms          | 1.61±0.1ms          |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                              |
|          | 367±5ms              | 364±6ms             |    0.99 | load.ManyVars.time_many_var_load                                                                       |
|          | 8.12±0.06ms          | 8.18±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                       |
|          | 8.92±0.07ms          | 8.97±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                       |
|          | 1.35±0.01s           | 1.35±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                         |
|          | 1.52±0.01s           | 1.53±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                         |
|          | 3.93±0.03ms          | 3.96±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                            |
|          | 4.23±0.03ms          | 4.23±0.03ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                            |
|          | 8.07±0.06ms          | 8.04±0.09ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                          |
|          | 4.74±0.04ms          | 4.76±0.05ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                           |
|          | 1.33±0.02s           | 1.33±0.01s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                            |
|          | 362±2ms              | 363±3ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                             |
|          | 3.92±0.02ms          | 3.92±0.03ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                               |
|          | 3.53±0.04ms          | 3.59±0.01ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                                |
|          | 147±1ms              | 148±3ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'FF')                                                     |
|          | 23.1±0.4ms           | 23.7±0.4ms          |    1.03 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                                 |
|          | 162±1ms              | 163±2ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                                     |
|          | 29.1±0.3ms           | 29.5±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                                      |
|          | 22.9±0.3ms           | 23.4±0.2ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                  |
|          | 31.8±0.3ms           | 31.5±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                                      |
|          | 17.5±0.2ms           | 17.6±0.3ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(1)                                                              |
|          | 40.7±0.5ms           | 40.5±0.4ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                                         |
|          | 14.4±0.3ms           | 14.4±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(1)                                                              |
|          | 21.9±0.3ms           | 22.4±0.6ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                         |
|          | 17.7±0.4ms           | 17.8±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                          |
|          | 20.0±0.4ms           | 20.2±0.4ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                     |
|          | 14.3±0.2ms           | 14.4±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                          |
|          | 16.9±0.3ms           | 16.7±0.4ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                     |
|          | 18.7±0.2ms           | 18.3±0.2ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(1)                                                         |
|          | 49.3±0.6ms           | 50.1±0.6ms          |    1.02 | load.ugrid.Callback.time_load_file_callback(200000)                                                    |
|          | 18.5±0.2ms           | 18.6±0.4ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                     |
|          | 22.0±0.3ms           | 21.9±0.4ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                                |
|          | 2.73±0.06ms          | 2.70±0.1ms          |    0.99 | load.ugrid.DataRealisation.time_realise_data(10000)                                                    |
|          | 5.29±0.9ms           | 5.36±0.8ms          |    1.01 | load.ugrid.DataRealisation.time_realise_data(200000)                                                   |
|          | 36.8±1ms             | 36.4±0.7ms          |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                                |
|          | 806±9ms              | 812±9ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                               |
|          | 117±1ms              | 119±1ms             |    1.02 | merge_concat.Concatenate.time_concatenate                                                              |
|          | 24.0                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                               |
|          | 47.3±0.3ms           | 46.9±0.2ms          |    0.99 | merge_concat.Merge.time_merge                                                                          |
|          | 11.0                 | 11.0                |    1    | merge_concat.Merge.track_mem_merge                                                                     |
|          | 6.53±0.03ms          | 6.53±0.02ms         |    1    | plot.AuxSort.time_aux_sort                                                                             |
|          | 77.8±2ms             | 76.1±4ms            |    0.98 | regridding.CurvilinearRegridding.time_regrid_pic                                                       |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                                  |
|          | 99.6±1ms             | 99.7±0.9ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                              |
|          | 50.5±2ms             | 49.4±3ms            |    0.98 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                     |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                         |
|          | 150.6                | 150.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                                |
|          | 4.05±0.06ms          | 4.03±0.06ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                       |
|          | 72.2±1ms             | 71.1±0.2ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                        |
|          | 51.2±0.4ms           | 51.5±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                      |
|          | 565±4ms              | 562±5ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                       |
|          | 91.3±2ns             | 89.2±0.5ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                       |
|          | 54.5±0.7ms           | 54.4±0.4ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                        |
|          | 91.4±1ns             | 90.9±1ns            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                      |
|          | 493±2ms              | 499±5ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                       |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                                  |
|          | 1.5                  | 1.7                 |    1.13 | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                                   |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                                 |
|          | 181.6                | 181.7               |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                                  |
|          | 42.4±1ms             | 43.9±1ms            |    1.04 | stats.PearsonR.time_lazy                                                                               |
|          | 18.9±0.3ms           | 18.9±0.3ms          |    1    | stats.PearsonR.time_real                                                                               |
|          | 19.6                 | 19.6                |    1    | stats.PearsonR.track_lazy                                                                              |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                              |
|          | 22.5±1ms             | 22.6±1ms            |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                              |
|          | 60.4±0.7ms           | 59.8±0.3ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                             |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                             |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                            |

Generated by GHA run 10015839124

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⏱️ Performance Benchmark Report: 8f4d015

Performance shifts
| Change   | Before [38e5a230]    | After [8f4d015f]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| -        | 5.78±0.9ms           | 4.04±0.2ms          |     0.7 | load.ugrid.DataRealisation.time_realise_data(200000) |
Full benchmark results

Benchmarks that have improved:

| Change   | Before [38e5a230]    | After [8f4d015f]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| -        | 5.78±0.9ms           | 4.04±0.2ms          |     0.7 | load.ugrid.DataRealisation.time_realise_data(200000) |

Benchmarks that have stayed the same:

| Change   | Before [38e5a230]    | After [8f4d015f]    |   Ratio | Benchmark (Parameter)                                                                                  |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------------------------------------------|
|          | 55.4±1ms             | 54.4±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                         |
|          | 55.4±0.6ms           | 55.3±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                          |
|          | 194±4ms              | 192±5ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                               |
|          | 195±2ms              | 196±10ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                                |
|          | 37.8±1ms             | 37.3±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                         |
|          | 38.2±0.8ms           | 38.3±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                          |
|          | 38.1±1ms             | 37.0±0.8ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                         |
|          | 38.4±1ms             | 37.8±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                          |
|          | 47.7±0.9ms           | 47.9±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                           |
|          | 48.2±1ms             | 48.9±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                            |
|          | 122±0.7ms            | 122±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                                       |
|          | 123±2ms              | 124±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                        |
|          | 52.1±0.7ms           | 52.4±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                          |
|          | 52.6±0.8ms           | 52.7±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                           |
|          | 37.3±0.9ms           | 36.9±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                        |
|          | 38.3±1ms             | 38.1±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                         |
|          | 47.9±0.7ms           | 47.8±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                           |
|          | 48.8±0.9ms           | 48.8±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                            |
|          | 1.33±0.01s           | 1.32±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                          |
|          | 1.32±0.01s           | 1.31±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                           |
|          | 678±8ms              | 669±10ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                                    |
|          | 679±10ms             | 684±10ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                                     |
|          | 36.4±1ms             | 36.1±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                                    |
|          | 36.8±0.7ms           | 37.0±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                                     |
|          | 62.8±0.8ms           | 63.3±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                           |
|          | 63.8±0.7ms           | 63.3±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                            |
|          | 66.6±0.9ms           | 67.1±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                                       |
|          | 68.0±0.8ms           | 67.9±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                        |
|          | 62.4±0.5ms           | 62.2±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                                      |
|          | 63.9±0.8ms           | 62.9±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                                       |
|          | 20.7±0.3ms           | 20.2±1ms            |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                          |
|          | 24.4±0.3ms           | 23.9±1ms            |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                           |
|          | 136±2ms              | 132±3ms             |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                                |
|          | 148±2ms              | 145±5ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                                 |
|          | 18.9±0.3ms           | 19.0±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                          |
|          | 22.9±0.6ms           | 22.5±1ms            |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                           |
|          | 18.8±0.4ms           | 19.0±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                          |
|          | 22.9±0.6ms           | 22.8±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                           |
|          | 19.7±0.5ms           | 19.2±1ms            |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                            |
|          | 23.2±0.5ms           | 23.0±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                             |
|          | 35.5±0.8ms           | 35.4±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                        |
|          | 39.1±1ms             | 39.0±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                         |
|          | 20.0±0.2ms           | 20.0±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                           |
|          | 23.6±0.4ms           | 23.6±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                            |
|          | 19.6±0.2ms           | 19.5±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                         |
|          | 23.6±0.8ms           | 23.6±0.9ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                          |
|          | 19.4±0.8ms           | 19.3±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                            |
|          | 23.2±0.6ms           | 23.1±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                             |
|          | 551±4ms              | 552±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                           |
|          | 556±4ms              | 561±5ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                            |
|          | 155±2ms              | 151±5ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                                     |
|          | 171±1ms              | 169±4ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                                      |
|          | 18.5±0.2ms           | 18.4±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                                     |
|          | 22.7±0.4ms           | 22.5±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                                      |
|          | 22.1±0.3ms           | 21.9±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                            |
|          | 25.9±0.4ms           | 26.0±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                             |
|          | 22.0±0.3ms           | 21.8±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                        |
|          | 25.8±0.4ms           | 25.6±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                         |
|          | 21.5±0.2ms           | 21.5±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                                       |
|          | 25.1±0.3ms           | 25.1±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                        |
|          | 84.0±1ms             | 83.3±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                                |
|          | 84.9±0.9ms           | 85.5±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                                 |
|          | 96.2±0.7ms           | 95.5±2ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                                 |
|          | 96.9±0.9ms           | 96.6±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                                  |
|          | 58.9±0.9ms           | 58.9±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                                 |
|          | 60.3±0.4ms           | 60.0±0.9ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                                  |
|          | 29.8±0.3ms           | 29.6±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                                 |
|          | 34.0±0.7ms           | 33.4±1ms            |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                                  |
|          | 32.4±0.6ms           | 32.2±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                                  |
|          | 35.5±0.8ms           | 35.9±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                                   |
|          | 27.4±0.9ms           | 26.3±0.4ms          |    0.96 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                                  |
|          | 30.5±0.8ms           | 30.0±0.8ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                                   |
|          | 330±4ms              | 331±6ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                          |
|          | 351±5ms              | 349±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                           |
|          | 1.12±0.01ms          | 1.09±0.02ms         |    0.97 | cube.CubeCreation.time_create(False, 'construct')                                                      |
|          | 396±4μs              | 399±5μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                                    |
|          | 962±10μs             | 951±10μs            |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                                       |
|          | 574±4μs              | 567±5μs             |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                                     |
|          | 230±2ms              | 231±4ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                             |
|          | 116±1ms              | 116±3ms             |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                                      |
|          | 239±3ms              | 239±7ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                                       |
|          | 16.6±0.2μs           | 17.0±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                                   |
|          | 322±3ms              | 322±9ms             |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                              |
|          | 204±3ms              | 206±7ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                                       |
|          | 332±6ms              | 330±5ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                        |
|          | 16.7±0.2μs           | 17.0±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                                    |
|          | 233±4ms              | 230±5ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                              |
|          | 116±1ms              | 117±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                                       |
|          | 239±3ms              | 242±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                        |
|          | 53.4±0.8μs           | 54.2±0.6μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                                    |
|          | 314±4ms              | 312±7ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                               |
|          | 203±3ms              | 206±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                        |
|          | 329±4ms              | 327±8ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                         |
|          | 54.4±0.8μs           | 54.5±0.9μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                                     |
|          | 401±4ns              | 388±2ns             |    0.97 | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 258±3ms              | 256±2ms             |    0.99 | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.3±0.1ms           | 14.6±0.2ms          |    1.02 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.1±0.2ms           | 16.5±0.2ms          |    1.02 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 108±2ms              | 108±1ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 710±6ms              | 708±8ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 66.8±2ms             | 68.2±2ms            |    1.02 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 665±7ms              | 665±6ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                     |
|          | 216.01528499999998   | 216.01528499999998  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                    |
|          | 674±10μs             | 669±10μs            |    0.99 | import_iris.Iris.time__concatenate                                                                     |
|          | 181±2μs              | 183±3μs             |    1.01 | import_iris.Iris.time__constraints                                                                     |
|          | 110±1μs              | 112±2μs             |    1.01 | import_iris.Iris.time__data_manager                                                                    |
|          | 93.8±2μs             | 95.2±2μs            |    1.02 | import_iris.Iris.time__deprecation                                                                     |
|          | 135±0.6μs            | 138±0.8μs           |    1.02 | import_iris.Iris.time__lazy_data                                                                       |
|          | 895±10μs             | 910±20μs            |    1.02 | import_iris.Iris.time__merge                                                                           |
|          | 76.7±0.4μs           | 78.2±0.7μs          |    1.02 | import_iris.Iris.time__representation                                                                  |
|          | 483±6μs              | 489±10μs            |    1.01 | import_iris.Iris.time_analysis                                                                         |
|          | 140±1μs              | 145±2μs             |    1.03 | import_iris.Iris.time_analysis__area_weighted                                                          |
|          | 109±0.7μs            | 110±0.9μs           |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                            |
|          | 242±2μs              | 246±4μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                                          |
|          | 186±4μs              | 197±2μs             |    1.06 | import_iris.Iris.time_analysis__regrid                                                                 |
|          | 111±0.8μs            | 114±2μs             |    1.03 | import_iris.Iris.time_analysis__scipy_interpolate                                                      |
|          | 136±1μs              | 140±1μs             |    1.02 | import_iris.Iris.time_analysis_calculus                                                                |
|          | 328±2μs              | 330±4μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                             |
|          | 93.9±0.7μs           | 95.1±0.7μs          |    1.01 | import_iris.Iris.time_analysis_geomerty                                                                |
|          | 216±2μs              | 220±2μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                                   |
|          | 96.6±0.7μs           | 98.5±2μs            |    1.02 | import_iris.Iris.time_analysis_stats                                                                   |
|          | 174±1μs              | 178±4μs             |    1.02 | import_iris.Iris.time_analysis_trajectory                                                              |
|          | 311±6μs              | 314±10μs            |    1.01 | import_iris.Iris.time_aux_factory                                                                      |
|          | 83.8±0.4μs           | 83.8±0.3μs          |    1    | import_iris.Iris.time_common                                                                           |
|          | 166±3μs              | 164±2μs             |    0.99 | import_iris.Iris.time_common_lenient                                                                   |
|          | 998±20μs             | 1.00±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                                  |
|          | 135±2μs              | 134±2μs             |    0.99 | import_iris.Iris.time_common_mixin                                                                     |
|          | 1.19±0.01ms          | 1.19±0.02ms         |    1    | import_iris.Iris.time_common_resolve                                                                   |
|          | 202±3μs              | 203±5μs             |    1.01 | import_iris.Iris.time_config                                                                           |
|          | 117±1μs              | 116±1μs             |    0.99 | import_iris.Iris.time_coord_categorisation                                                             |
|          | 373±6μs              | 366±6μs             |    0.98 | import_iris.Iris.time_coord_systems                                                                    |
|          | 759±20μs             | 754±7μs             |    0.99 | import_iris.Iris.time_coords                                                                           |
|          | 703±10μs             | 681±9μs             |    0.97 | import_iris.Iris.time_cube                                                                             |
|          | 233±4μs              | 228±2μs             |    0.98 | import_iris.Iris.time_exceptions                                                                       |
|          | 78.0±0.6μs           | 78.1±0.7μs          |    1    | import_iris.Iris.time_experimental                                                                     |
|          | 186±1μs              | 186±2μs             |    1    | import_iris.Iris.time_fileformats                                                                      |
|          | 255±4μs              | 256±4μs             |    1    | import_iris.Iris.time_fileformats__ff                                                                  |
|          | 2.73±0.03ms          | 2.69±0.03ms         |    0.98 | import_iris.Iris.time_fileformats__ff_cross_references                                                 |
|          | 79.3±0.6μs           | 79.3±0.6μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                     |
|          | 115±2μs              | 115±4μs             |    0.99 | import_iris.Iris.time_fileformats_abf                                                                  |
|          | 373±8μs              | 365±5μs             |    0.98 | import_iris.Iris.time_fileformats_cf                                                                   |
|          | 5.46±0.1ms           | 5.56±0.2ms          |    1.02 | import_iris.Iris.time_fileformats_dot                                                                  |
|          | 74.8±0.5μs           | 76.7±1μs            |    1.03 | import_iris.Iris.time_fileformats_name                                                                 |
|          | 258±5μs              | 262±2μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                                         |
|          | 119±0.7μs            | 119±0.9μs           |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                               |
|          | 124±3μs              | 124±0.8μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                               |
|          | 213±1μs              | 218±7μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod_load_rules                                                    |
|          | 792±10μs             | 791±10μs            |    1    | import_iris.Iris.time_fileformats_pp                                                                   |
|          | 179±3μs              | 184±3μs             |    1.03 | import_iris.Iris.time_fileformats_pp_load_rules                                                        |
|          | 133±1μs              | 135±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                                        |
|          | 517±7μs              | 520±10μs            |    1.01 | import_iris.Iris.time_fileformats_rules                                                                |
|          | 225±4μs              | 220±2μs             |    0.98 | import_iris.Iris.time_fileformats_structured_array_identification                                      |
|          | 83.6±0.6μs           | 84.1±0.7μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                                   |
|          | 162±0.9μs            | 165±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                                        |
|          | 139±1μs              | 142±3μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                      |
|          | 78.2±0.7μs           | 76.6±0.6μs          |    0.98 | import_iris.Iris.time_fileformats_um__ff_replacement                                                   |
|          | 82.1±1μs             | 82.8±0.4μs          |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                        |
|          | 987±4μs              | 989±10μs            |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                            |
|          | 138±1μs              | 139±2μs             |    1.01 | import_iris.Iris.time_io                                                                               |
|          | 175±3μs              | 176±4μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                                 |
|          | 230±2μs              | 234±1μs             |    1.02 | import_iris.Iris.time_iris                                                                             |
|          | 128±1μs              | 130±1μs             |    1.02 | import_iris.Iris.time_iterate                                                                          |
|          | 8.61±0.08ms          | 8.46±0.1ms          |    0.98 | import_iris.Iris.time_palette                                                                          |
|          | 2.25±0.04ms          | 2.23±0.05ms         |    0.99 | import_iris.Iris.time_plot                                                                             |
|          | 103±0.9μs            | 105±1μs             |    1.02 | import_iris.Iris.time_quickplot                                                                        |
|          | 2.17±0.03ms          | 2.18±0.02ms         |    1    | import_iris.Iris.time_std_names                                                                        |
|          | 1.77±0.01ms          | 1.75±0.02ms         |    0.99 | import_iris.Iris.time_symbols                                                                          |
|          | 103±6ms              | 103±10ms            |    1    | import_iris.Iris.time_tests                                                                            |
|          | 255±3μs              | 257±3μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                              |
|          | 4.85±0.03ms          | 4.86±0.1ms          |    1    | import_iris.Iris.time_third_party_cf_units                                                             |
|          | 119±1μs              | 122±1μs             |    1.02 | import_iris.Iris.time_third_party_cftime                                                               |
|          | 2.79±0.01ms          | 2.82±0.03ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                           |
|          | 1.07±0ms             | 1.09±0.02ms         |    1.02 | import_iris.Iris.time_third_party_numpy                                                                |
|          | 173±2μs              | 175±2μs             |    1.01 | import_iris.Iris.time_third_party_scipy                                                                |
|          | 101±2μs              | 101±2μs             |    1.01 | import_iris.Iris.time_time                                                                             |
|          | 321±2μs              | 325±6μs             |    1.01 | import_iris.Iris.time_util                                                                             |
|          | 74.6±0.7μs           | 73.0±0.8μs          |    0.98 | iterate.IZip.time_izip                                                                                 |
|          | 8.08±0.06ms          | 8.00±0.06ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                             |
|          | 24.7±0.5ms           | 24.2±0.3ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                         |
|          | 8.78±0.1ms           | 8.89±0.05ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                             |
|          | 8.27±0.2ms           | 7.98±0.04ms         |    0.97 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                              |
|          | 21.8±0.2ms           | 21.6±0.4ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                          |
|          | 8.87±0.09ms          | 8.86±0.06ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                              |
|          | 1.37±0.01s           | 1.35±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                               |
|          | 21.4±0.2ms           | 21.1±0.4ms          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                           |
|          | 1.51±0.01s           | 1.50±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                               |
|          | 1.36±0.02s           | 1.34±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                                |
|          | 21.5±0.2ms           | 21.2±0.1ms          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                            |
|          | 1.52±0.01s           | 1.50±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                                |
|          | 3.93±0.09ms          | 3.93±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                                |
|          | 20.6±0.6ms           | 20.2±0.4ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                            |
|          | 4.20±0.02ms          | 4.17±0.06ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                                |
|          | 3.90±0.07ms          | 3.91±0.09ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                                 |
|          | 20.4±0.4ms           | 20.0±0.1ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                             |
|          | 4.17±0.04ms          | 4.14±0.03ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                                 |
|          | 33.9±3ms             | 34.3±3ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                          |
|          | 19.2±0.6ms           | 19.8±0.3ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                      |
|          | 13.5±2ms             | 13.0±1ms            |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                          |
|          | 26.1±2ms             | 26.6±2ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                           |
|          | 70.9±2ms             | 71.4±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                       |
|          | 25.6±0.9ms           | 26.2±2ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                           |
|          | 445±3ms              | 441±7ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                            |
|          | 2.89±0.06ms          | 2.97±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                        |
|          | 449±5ms              | 449±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                            |
|          | 449±4ms              | 453±10ms            |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                             |
|          | 2.91±0.1ms           | 3.00±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                         |
|          | 457±8ms              | 457±9ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                             |
|          | 1.57±0.07ms          | 1.59±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                             |
|          | 2.90±0.07ms          | 2.92±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                         |
|          | 1.58±0.08ms          | 1.59±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                             |
|          | 1.58±0.08ms          | 1.64±0.09ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                              |
|          | 2.98±0.08ms          | 3.03±0.2ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                          |
|          | 1.59±0.07ms          | 1.57±0.1ms          |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                              |
|          | 371±4ms              | 365±3ms             |    0.98 | load.ManyVars.time_many_var_load                                                                       |
|          | 8.19±0.02ms          | 8.19±0.1ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                       |
|          | 8.99±0.03ms          | 8.86±0.03ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                       |
|          | 1.38±0.01s           | 1.36±0.01s          |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                         |
|          | 1.54±0.01s           | 1.52±0.02s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                         |
|          | 3.94±0.04ms          | 3.94±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                            |
|          | 4.23±0.03ms          | 4.22±0.03ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                            |
|          | 8.05±0.08ms          | 8.01±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                          |
|          | 4.75±0.04ms          | 4.78±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                           |
|          | 1.34±0.01s           | 1.33±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                            |
|          | 375±7ms              | 371±6ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                             |
|          | 3.90±0.02ms          | 3.96±0.05ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                               |
|          | 3.55±0.01ms          | 3.56±0.03ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                                |
|          | 147±2ms              | 150±2ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'FF')                                                     |
|          | 23.7±0.4ms           | 23.5±1ms            |    0.99 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                                 |
|          | 164±2ms              | 163±2ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                                     |
|          | 30.0±0.5ms           | 29.5±0.4ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'FF')                                                      |
|          | 23.9±0.5ms           | 23.2±0.2ms          |    0.97 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                  |
|          | 31.6±0.4ms           | 31.6±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                      |
|          | 17.9±0.3ms           | 17.8±0.4ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                              |
|          | 42.0±0.5ms           | 41.8±0.5ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                                         |
|          | 14.4±0.1ms           | 14.5±0.2ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                              |
|          | 23.2±0.4ms           | 23.3±0.7ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                         |
|          | 17.8±0.3ms           | 17.6±0.5ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                          |
|          | 21.4±0.3ms           | 20.9±0.4ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                     |
|          | 14.6±0.09ms          | 14.3±0.1ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                          |
|          | 17.8±0.2ms           | 17.5±0.3ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                     |
|          | 18.9±0.3ms           | 18.8±0.2ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                                         |
|          | 51.3±0.4ms           | 51.0±0.4ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                                    |
|          | 19.2±0.5ms           | 18.7±0.3ms          |    0.97 | load.ugrid.CallbackTime.time_load_file_callback(1)                                                     |
|          | 23.3±0.3ms           | 23.0±0.6ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                                |
|          | 3.00±0.1ms           | 2.91±0.1ms          |    0.97 | load.ugrid.DataRealisation.time_realise_data(10000)                                                    |
|          | 40.8±1ms             | 40.7±2ms            |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                                |
|          | 816±10ms             | 828±10ms            |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                               |
|          | 122±1ms              | 123±2ms             |    1.01 | merge_concat.Concatenate.time_concatenate                                                              |
|          | 24.0                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                               |
|          | 50.6±0.6ms           | 50.9±2ms            |    1.01 | merge_concat.Merge.time_merge                                                                          |
|          | 11.0                 | 10.9                |    0.99 | merge_concat.Merge.track_mem_merge                                                                     |
|          | 6.63±0.1ms           | 6.60±0.07ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                             |
|          | 80.2±5ms             | 77.6±5ms            |    0.97 | regridding.CurvilinearRegridding.time_regrid_pic                                                       |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                                  |
|          | 98.9±0.7ms           | 98.4±0.7ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                              |
|          | 51.2±2ms             | 51.2±3ms            |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                     |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                         |
|          | 150.6                | 150.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                                |
|          | 4.08±0.04ms          | 4.16±0.1ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                       |
|          | 73.7±0.4ms           | 74.9±2ms            |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                        |
|          | 53.2±1ms             | 52.4±0.7ms          |    0.98 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                      |
|          | 574±6ms              | 580±7ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                       |
|          | 90.3±0.7ns           | 90.1±4ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                       |
|          | 57.1±0.4ms           | 56.1±2ms            |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                        |
|          | 90.5±0.8ns           | 89.5±0.5ns          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                      |
|          | 507±3ms              | 509±6ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                       |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                                  |
|          | 1.7                  | 1.8                 |    1.06 | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                                   |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                                 |
|          | 181.7                | 214.6               |    1.18 | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                                  |
|          | 43.1±1ms             | 42.5±1ms            |    0.99 | stats.PearsonR.time_lazy                                                                               |
|          | 19.2±0.3ms           | 18.9±0.2ms          |    0.99 | stats.PearsonR.time_real                                                                               |
|          | 19.6                 | 19.7                |    1.01 | stats.PearsonR.track_lazy                                                                              |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                              |
|          | 24.4±0.7ms           | 24.0±0.2ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                              |
|          | 63.4±0.9ms           | 61.8±1ms            |    0.97 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                             |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                             |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                            |

Generated by GHA run 10015839118

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⏱️ Performance Benchmark Report: 8f4d015

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [38e5a230]    | After [8f4d015f]    |   Ratio | Benchmark (Parameter)                                                                                  |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------------------------------------------|
|          | 54.1±0.6ms           | 53.9±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                         |
|          | 54.5±0.7ms           | 54.3±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                          |
|          | 191±5ms              | 193±3ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                               |
|          | 195±5ms              | 192±5ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                                |
|          | 37.2±0.4ms           | 36.7±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                         |
|          | 37.4±0.6ms           | 37.5±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                          |
|          | 36.6±0.8ms           | 36.9±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                         |
|          | 37.4±0.7ms           | 37.4±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                          |
|          | 46.9±0.6ms           | 46.8±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                           |
|          | 47.5±0.7ms           | 47.4±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                            |
|          | 122±2ms              | 120±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                                       |
|          | 123±1ms              | 122±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                        |
|          | 51.5±0.6ms           | 51.2±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                          |
|          | 52.3±1ms             | 52.4±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                           |
|          | 36.5±0.6ms           | 37.3±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                        |
|          | 37.0±0.7ms           | 38.0±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                         |
|          | 46.6±0.8ms           | 47.0±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                           |
|          | 47.7±1ms             | 47.5±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                            |
|          | 1.32±0.01s           | 1.33±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                          |
|          | 1.32±0.01s           | 1.33±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                           |
|          | 676±10ms             | 685±10ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                                    |
|          | 695±8ms              | 678±7ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                                     |
|          | 34.8±0.2ms           | 35.5±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                                    |
|          | 35.4±0.5ms           | 36.1±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                                     |
|          | 62.4±0.9ms           | 61.9±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                           |
|          | 62.8±0.6ms           | 63.1±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                            |
|          | 65.8±0.6ms           | 66.6±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                                       |
|          | 66.7±1ms             | 67.7±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                        |
|          | 61.6±0.3ms           | 61.8±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                                      |
|          | 62.3±0.8ms           | 63.4±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                                       |
|          | 20.1±0.5ms           | 20.4±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                          |
|          | 23.6±0.6ms           | 23.8±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                           |
|          | 131±2ms              | 132±4ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                                |
|          | 144±0.8ms            | 146±4ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                                 |
|          | 18.2±0.5ms           | 18.6±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                          |
|          | 22.0±0.6ms           | 22.7±1ms            |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                           |
|          | 18.3±0.5ms           | 18.6±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                          |
|          | 22.1±0.5ms           | 22.6±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                           |
|          | 18.7±0.6ms           | 19.3±0.7ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                            |
|          | 22.6±0.4ms           | 22.9±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                             |
|          | 34.9±1ms             | 35.4±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                        |
|          | 38.6±1ms             | 38.0±2ms            |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                         |
|          | 19.3±0.5ms           | 19.8±0.9ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                           |
|          | 23.0±0.5ms           | 23.0±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                            |
|          | 18.5±0.8ms           | 18.9±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                         |
|          | 22.3±0.7ms           | 22.6±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                          |
|          | 18.4±0.7ms           | 18.7±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                            |
|          | 22.6±0.6ms           | 22.7±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                             |
|          | 552±2ms              | 555±5ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                           |
|          | 557±6ms              | 565±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                            |
|          | 154±2ms              | 150±3ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                                     |
|          | 170±2ms              | 168±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                                      |
|          | 18.1±0.6ms           | 17.8±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                                     |
|          | 21.8±0.5ms           | 21.7±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                                      |
|          | 21.3±0.4ms           | 21.5±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                            |
|          | 25.1±0.6ms           | 25.1±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                             |
|          | 21.3±0.5ms           | 21.5±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                        |
|          | 25.0±0.7ms           | 25.0±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                         |
|          | 20.9±0.5ms           | 20.6±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                                       |
|          | 24.8±0.8ms           | 24.6±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                        |
|          | 83.9±1ms             | 82.6±2ms            |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                                |
|          | 84.1±0.7ms           | 83.8±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                                 |
|          | 95.1±1ms             | 95.7±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                                 |
|          | 96.5±1ms             | 96.2±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                                  |
|          | 58.5±0.7ms           | 59.5±0.9ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                                 |
|          | 59.4±0.7ms           | 59.5±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                                  |
|          | 29.5±0.8ms           | 30.1±0.9ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                                 |
|          | 32.7±0.6ms           | 33.6±0.7ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                                  |
|          | 32.0±0.7ms           | 32.3±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                                  |
|          | 35.4±0.5ms           | 35.3±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                                   |
|          | 26.1±0.4ms           | 26.6±0.9ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                                  |
|          | 29.9±0.5ms           | 29.7±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                                   |
|          | 333±8ms              | 324±8ms             |    0.97 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                          |
|          | 349±2ms              | 345±5ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                           |
|          | 1.11±0ms             | 1.10±0.01ms         |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                                      |
|          | 405±5μs              | 401±7μs             |    0.99 | cube.CubeCreation.time_create(False, 'instantiate')                                                    |
|          | 967±20μs             | 940±10μs            |    0.97 | cube.CubeCreation.time_create(True, 'construct')                                                       |
|          | 584±10μs             | 576±7μs             |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                                     |
|          | 228±2ms              | 225±7ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                             |
|          | 115±2ms              | 113±4ms             |    0.98 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                                      |
|          | 235±4ms              | 236±7ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                                       |
|          | 16.8±0.1μs           | 16.6±0.1μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                                   |
|          | 314±3ms              | 310±8ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                              |
|          | 202±4ms              | 202±6ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                                       |
|          | 322±5ms              | 319±10ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                        |
|          | 17.0±0.2μs           | 16.6±0.2μs          |    0.98 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                                    |
|          | 224±2ms              | 228±8ms             |    1.02 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                              |
|          | 115±2ms              | 112±4ms             |    0.97 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                                       |
|          | 236±2ms              | 238±7ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                        |
|          | 53.9±0.7μs           | 52.8±0.4μs          |    0.98 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                                    |
|          | 313±4ms              | 314±9ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                               |
|          | 204±3ms              | 201±6ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                        |
|          | 327±4ms              | 321±8ms             |    0.98 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                         |
|          | 54.3±0.5μs           | 55.2±0.9μs          |    1.02 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                                     |
|          | 393±3ns              | 397±6ns             |    1.01 | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 258±1ms              | 260±2ms             |    1.01 | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.4±0.2ms           | 14.8±0.2ms          |    1.03 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.2±0.3ms           | 16.4±0.3ms          |    1.01 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 105±2ms              | 110±4ms             |    1.04 | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 698±6ms              | 718±20ms            |    1.03 | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 66.0±0.7ms           | 68.2±3ms            |    1.03 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 655±4ms              | 668±10ms            |    1.02 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                     |
|          | 216.01528499999998   | 216.01528499999998  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                    |
|          | 665±10μs             | 665±7μs             |    1    | import_iris.Iris.time__concatenate                                                                     |
|          | 183±4μs              | 180±6μs             |    0.99 | import_iris.Iris.time__constraints                                                                     |
|          | 111±2μs              | 110±1μs             |    0.99 | import_iris.Iris.time__data_manager                                                                    |
|          | 94.8±1μs             | 93.8±1μs            |    0.99 | import_iris.Iris.time__deprecation                                                                     |
|          | 138±0.8μs            | 138±1μs             |    1    | import_iris.Iris.time__lazy_data                                                                       |
|          | 893±20μs             | 903±10μs            |    1.01 | import_iris.Iris.time__merge                                                                           |
|          | 77.4±0.4μs           | 76.9±0.6μs          |    0.99 | import_iris.Iris.time__representation                                                                  |
|          | 489±9μs              | 491±10μs            |    1    | import_iris.Iris.time_analysis                                                                         |
|          | 141±1μs              | 141±1μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                                          |
|          | 110±1μs              | 110±2μs             |    1    | import_iris.Iris.time_analysis__grid_angles                                                            |
|          | 242±1μs              | 244±5μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                                          |
|          | 185±1μs              | 190±7μs             |    1.02 | import_iris.Iris.time_analysis__regrid                                                                 |
|          | 111±1μs              | 111±2μs             |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                                      |
|          | 138±2μs              | 139±2μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                                |
|          | 327±3μs              | 327±5μs             |    1    | import_iris.Iris.time_analysis_cartography                                                             |
|          | 94.3±1μs             | 96.4±2μs            |    1.02 | import_iris.Iris.time_analysis_geomerty                                                                |
|          | 220±4μs              | 222±4μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                                   |
|          | 97.5±2μs             | 97.6±0.7μs          |    1    | import_iris.Iris.time_analysis_stats                                                                   |
|          | 176±2μs              | 176±5μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                              |
|          | 305±2μs              | 307±10μs            |    1.01 | import_iris.Iris.time_aux_factory                                                                      |
|          | 84.3±1μs             | 85.2±1μs            |    1.01 | import_iris.Iris.time_common                                                                           |
|          | 163±4μs              | 163±3μs             |    1    | import_iris.Iris.time_common_lenient                                                                   |
|          | 993±10μs             | 993±20μs            |    1    | import_iris.Iris.time_common_metadata                                                                  |
|          | 133±2μs              | 133±2μs             |    1    | import_iris.Iris.time_common_mixin                                                                     |
|          | 1.19±0.01ms          | 1.19±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                                   |
|          | 199±2μs              | 198±2μs             |    1    | import_iris.Iris.time_config                                                                           |
|          | 116±1μs              | 117±2μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                             |
|          | 365±2μs              | 367±4μs             |    1.01 | import_iris.Iris.time_coord_systems                                                                    |
|          | 746±5μs              | 748±20μs            |    1    | import_iris.Iris.time_coords                                                                           |
|          | 670±10μs             | 670±10μs            |    1    | import_iris.Iris.time_cube                                                                             |
|          | 226±10μs             | 226±4μs             |    1    | import_iris.Iris.time_exceptions                                                                       |
|          | 78.2±0.8μs           | 78.3±0.7μs          |    1    | import_iris.Iris.time_experimental                                                                     |
|          | 191±3μs              | 186±2μs             |    0.97 | import_iris.Iris.time_fileformats                                                                      |
|          | 253±7μs              | 252±6μs             |    1    | import_iris.Iris.time_fileformats__ff                                                                  |
|          | 2.72±0.06ms          | 2.69±0.06ms         |    0.99 | import_iris.Iris.time_fileformats__ff_cross_references                                                 |
|          | 81.0±0.4μs           | 80.3±0.9μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                     |
|          | 115±1μs              | 116±2μs             |    1.01 | import_iris.Iris.time_fileformats_abf                                                                  |
|          | 367±6μs              | 363±9μs             |    0.99 | import_iris.Iris.time_fileformats_cf                                                                   |
|          | 5.47±0.07ms          | 5.38±0.2ms          |    0.98 | import_iris.Iris.time_fileformats_dot                                                                  |
|          | 75.3±0.6μs           | 75.7±0.4μs          |    1.01 | import_iris.Iris.time_fileformats_name                                                                 |
|          | 261±2μs              | 257±3μs             |    0.99 | import_iris.Iris.time_fileformats_name_loaders                                                         |
|          | 121±2μs              | 120±1μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                               |
|          | 124±2μs              | 123±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                               |
|          | 215±5μs              | 213±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules                                                    |
|          | 791±20μs             | 796±20μs            |    1.01 | import_iris.Iris.time_fileformats_pp                                                                   |
|          | 185±4μs              | 180±2μs             |    0.97 | import_iris.Iris.time_fileformats_pp_load_rules                                                        |
|          | 136±2μs              | 133±2μs             |    0.98 | import_iris.Iris.time_fileformats_pp_save_rules                                                        |
|          | 513±5μs              | 520±10μs            |    1.01 | import_iris.Iris.time_fileformats_rules                                                                |
|          | 222±4μs              | 220±3μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                                      |
|          | 83.9±0.6μs           | 85.4±1μs            |    1.02 | import_iris.Iris.time_fileformats_um                                                                   |
|          | 163±3μs              | 161±2μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                                        |
|          | 140±2μs              | 138±3μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                      |
|          | 76.4±0.6μs           | 76.1±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                                   |
|          | 82.3±0.5μs           | 82.0±0.5μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                        |
|          | 996±20μs             | 990±10μs            |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                            |
|          | 137±2μs              | 138±2μs             |    1    | import_iris.Iris.time_io                                                                               |
|          | 174±7μs              | 173±5μs             |    1    | import_iris.Iris.time_io_format_picker                                                                 |
|          | 232±3μs              | 231±5μs             |    1    | import_iris.Iris.time_iris                                                                             |
|          | 128±0.8μs            | 128±2μs             |    1    | import_iris.Iris.time_iterate                                                                          |
|          | 8.48±0.07ms          | 8.41±0.09ms         |    0.99 | import_iris.Iris.time_palette                                                                          |
|          | 2.25±0.04ms          | 2.25±0.04ms         |    1    | import_iris.Iris.time_plot                                                                             |
|          | 105±0.9μs            | 104±1μs             |    0.99 | import_iris.Iris.time_quickplot                                                                        |
|          | 2.16±0.03ms          | 2.22±0.1ms          |    1.03 | import_iris.Iris.time_std_names                                                                        |
|          | 1.79±0.01ms          | 1.76±0.01ms         |    0.98 | import_iris.Iris.time_symbols                                                                          |
|          | 100±2ms              | 100±0.8ms           |    1    | import_iris.Iris.time_tests                                                                            |
|          | 256±2μs              | 254±2μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                              |
|          | 4.88±0.04ms          | 4.97±0.1ms          |    1.02 | import_iris.Iris.time_third_party_cf_units                                                             |
|          | 119±0.8μs            | 120±1μs             |    1.01 | import_iris.Iris.time_third_party_cftime                                                               |
|          | 2.78±0.02ms          | 2.81±0.05ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                           |
|          | 1.08±0.02ms          | 1.07±0.01ms         |    0.99 | import_iris.Iris.time_third_party_numpy                                                                |
|          | 172±2μs              | 176±2μs             |    1.03 | import_iris.Iris.time_third_party_scipy                                                                |
|          | 101±0.9μs            | 100±2μs             |    1    | import_iris.Iris.time_time                                                                             |
|          | 325±3μs              | 321±5μs             |    0.99 | import_iris.Iris.time_util                                                                             |
|          | 74.4±0.8μs           | 73.8±1μs            |    0.99 | iterate.IZip.time_izip                                                                                 |
|          | 8.13±0.06ms          | 8.04±0.2ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                             |
|          | 23.6±0.3ms           | 25.3±0.9ms          |    1.08 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                         |
|          | 8.88±0.1ms           | 8.78±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                             |
|          | 8.10±0.1ms           | 8.18±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                              |
|          | 22.1±0.7ms           | 22.3±0.6ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                          |
|          | 8.93±0.1ms           | 8.98±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                              |
|          | 1.35±0.01s           | 1.36±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                               |
|          | 20.9±0.3ms           | 22.1±0.9ms          |    1.06 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                           |
|          | 1.51±0.02s           | 1.50±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                               |
|          | 1.36±0.01s           | 1.36±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                                |
|          | 21.2±0.2ms           | 21.7±0.4ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                            |
|          | 1.51±0.02s           | 1.52±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                                |
|          | 3.95±0.04ms          | 3.97±0.09ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                                |
|          | 20.0±0.1ms           | 20.4±0.7ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                            |
|          | 4.21±0.03ms          | 4.19±0.06ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                                |
|          | 3.96±0.03ms          | 3.94±0.05ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                                 |
|          | 20.0±0.2ms           | 20.8±0.9ms          |    1.04 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                             |
|          | 4.20±0.02ms          | 4.15±0.05ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                                 |
|          | 32.0±3ms             | 31.2±2ms            |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                          |
|          | 18.9±0.4ms           | 20.0±0.3ms          |    1.06 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                      |
|          | 13.1±1ms             | 13.1±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                          |
|          | 25.5±1ms             | 26.3±2ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                           |
|          | 70.3±2ms             | 70.7±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                       |
|          | 25.5±2ms             | 25.8±0.9ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                           |
|          | 440±4ms              | 449±7ms             |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                            |
|          | 2.83±0.1ms           | 2.82±0.1ms          |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                        |
|          | 446±6ms              | 447±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                            |
|          | 448±6ms              | 450±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                             |
|          | 2.85±0.1ms           | 2.93±0.2ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                         |
|          | 450±5ms              | 452±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                             |
|          | 1.57±0.06ms          | 1.56±0.07ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                             |
|          | 2.88±0.09ms          | 2.94±0.2ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                         |
|          | 1.54±0.04ms          | 1.57±0.06ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                             |
|          | 1.64±0.07ms          | 1.57±0.05ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                              |
|          | 3.05±0.2ms           | 3.13±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                          |
|          | 1.61±0.06ms          | 1.62±0.1ms          |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                              |
|          | 372±4ms              | 373±3ms             |    1    | load.ManyVars.time_many_var_load                                                                       |
|          | 8.26±0.05ms          | 8.17±0.08ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                       |
|          | 9.07±0.04ms          | 9.05±0.1ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                       |
|          | 1.37±0.01s           | 1.36±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                         |
|          | 1.54±0.01s           | 1.51±0.02s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                         |
|          | 3.99±0.04ms          | 3.92±0.02ms         |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                            |
|          | 4.28±0.03ms          | 4.23±0.04ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                            |
|          | 8.23±0.09ms          | 8.03±0.1ms          |    0.98 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                          |
|          | 4.75±0.02ms          | 4.77±0.09ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                           |
|          | 1.35±0.01s           | 1.35±0.02s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                            |
|          | 364±2ms              | 369±6ms             |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                             |
|          | 3.91±0.03ms          | 3.87±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                               |
|          | 3.61±0.05ms          | 3.54±0.02ms         |    0.98 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                                |
|          | 149±0.7ms            | 148±1ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                     |
|          | 23.8±0.6ms           | 23.8±0.5ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                                 |
|          | 164±1ms              | 163±3ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                                     |
|          | 29.5±0.1ms           | 29.1±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                                      |
|          | 23.6±0.4ms           | 23.2±0.4ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                  |
|          | 31.6±0.2ms           | 31.8±0.5ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                                      |
|          | 17.7±0.3ms           | 18.4±1ms            |    1.04 | load.ugrid.BasicLoading.time_load_file(1)                                                              |
|          | 41.4±0.7ms           | 43.1±1ms            |    1.04 | load.ugrid.BasicLoading.time_load_file(200000)                                                         |
|          | 14.6±0.6ms           | 15.0±0.5ms          |    1.03 | load.ugrid.BasicLoading.time_load_mesh(1)                                                              |
|          | 22.5±0.5ms           | 23.2±0.8ms          |    1.03 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                         |
|          | 17.6±0.5ms           | 17.9±0.6ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                          |
|          | 20.1±0.7ms           | 20.7±0.9ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                     |
|          | 14.7±0.3ms           | 14.7±0.8ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                          |
|          | 17.1±0.7ms           | 17.5±0.7ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                     |
|          | 18.9±0.3ms           | 19.2±0.4ms          |    1.02 | load.ugrid.Callback.time_load_file_callback(1)                                                         |
|          | 50.4±0.6ms           | 50.7±1ms            |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                                    |
|          | 19.0±0.3ms           | 19.3±0.8ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(1)                                                     |
|          | 23.1±0.5ms           | 23.2±1ms            |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                                |
|          | 2.73±0.09ms          | 2.89±0.2ms          |    1.06 | load.ugrid.DataRealisation.time_realise_data(10000)                                                    |
|          | 5.34±0.8ms           | 5.69±1ms            |    1.06 | load.ugrid.DataRealisation.time_realise_data(200000)                                                   |
|          | 36.4±1ms             | 38.5±2ms            |    1.06 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                                |
|          | 794±8ms              | 805±10ms            |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                               |
|          | 120±1ms              | 124±4ms             |    1.03 | merge_concat.Concatenate.time_concatenate                                                              |
|          | 24.0                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                               |
|          | 49.3±2ms             | 49.9±2ms            |    1.01 | merge_concat.Merge.time_merge                                                                          |
|          | 11.0                 | 11.0                |    1    | merge_concat.Merge.track_mem_merge                                                                     |
|          | 6.57±0.1ms           | 6.78±0.3ms          |    1.03 | plot.AuxSort.time_aux_sort                                                                             |
|          | 79.2±3ms             | 81.6±3ms            |    1.03 | regridding.CurvilinearRegridding.time_regrid_pic                                                       |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                                  |
|          | 98.8±0.9ms           | 99.4±1ms            |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                              |
|          | 49.3±2ms             | 52.4±2ms            |    1.06 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                     |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                         |
|          | 150.6                | 150.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                                |
|          | 4.09±0.06ms          | 4.17±0.2ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                       |
|          | 71.5±0.9ms           | 73.9±3ms            |    1.03 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                        |
|          | 52.2±0.7ms           | 53.9±2ms            |    1.03 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                      |
|          | 561±3ms              | 575±9ms             |    1.02 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                       |
|          | 90.7±1ns             | 89.3±0.7ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                       |
|          | 54.5±0.6ms           | 57.4±2ms            |    1.05 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                        |
|          | 90.0±0.4ns           | 90.2±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                      |
|          | 494±2ms              | 500±7ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                       |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                                  |
|          | 1.9                  | 2.0                 |    1.05 | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                                   |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                                 |
|          | 247.6                | 214.6               |    0.87 | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                                  |
|          | 42.5±1ms             | 44.6±2ms            |    1.05 | stats.PearsonR.time_lazy                                                                               |
|          | 19.1±0.2ms           | 19.3±0.4ms          |    1.01 | stats.PearsonR.time_real                                                                               |
|          | 19.6                 | 19.9                |    1.02 | stats.PearsonR.track_lazy                                                                              |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                              |
|          | 23.2±1ms             | 24.3±1ms            |    1.05 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                              |
|          | 61.6±0.4ms           | 61.9±0.7ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                             |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                             |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                            |

Generated by GHA run 10015839123

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⏱️ Performance Benchmark Report: db3ef76

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [7d26cc12]    | After [db3ef762]    |   Ratio | Benchmark (Parameter)                                                                                  |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------------------------------------------|
|          | 54.4±0.8ms           | 54.2±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                         |
|          | 54.5±0.6ms           | 55.1±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                          |
|          | 192±2ms              | 193±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                               |
|          | 193±1ms              | 194±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                                |
|          | 36.9±0.4ms           | 37.2±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                         |
|          | 37.6±0.4ms           | 38.3±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                          |
|          | 37.0±0.4ms           | 37.8±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                         |
|          | 37.6±0.3ms           | 38.7±1ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                          |
|          | 46.9±0.6ms           | 47.7±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                           |
|          | 47.7±0.6ms           | 47.9±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                            |
|          | 121±1ms              | 122±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                                       |
|          | 122±2ms              | 125±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                        |
|          | 51.3±0.8ms           | 52.0±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                          |
|          | 51.9±0.7ms           | 52.9±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                           |
|          | 37.1±0.4ms           | 37.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                        |
|          | 37.5±0.5ms           | 38.2±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                         |
|          | 47.0±0.5ms           | 47.6±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                           |
|          | 48.1±0.7ms           | 48.3±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                            |
|          | 1.32±0.02s           | 1.32±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                          |
|          | 1.32±0.02s           | 1.32±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                           |
|          | 687±10ms             | 681±10ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                                    |
|          | 683±10ms             | 684±10ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                                     |
|          | 35.6±0.6ms           | 35.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                                    |
|          | 36.1±0.5ms           | 36.4±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                                     |
|          | 62.6±0.8ms           | 62.5±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                           |
|          | 63.1±0.9ms           | 63.1±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                            |
|          | 66.7±0.8ms           | 67.0±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                                       |
|          | 67.0±0.9ms           | 67.9±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                        |
|          | 61.9±0.7ms           | 62.3±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                                      |
|          | 62.5±0.8ms           | 62.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                                       |
|          | 20.6±0.7ms           | 20.4±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                          |
|          | 23.7±0.5ms           | 23.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                           |
|          | 135±2ms              | 135±3ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                                |
|          | 146±4ms              | 149±1ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                                 |
|          | 18.5±0.8ms           | 18.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                          |
|          | 22.4±0.5ms           | 22.4±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                           |
|          | 18.5±0.7ms           | 18.6±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                          |
|          | 22.8±0.5ms           | 22.3±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                           |
|          | 19.3±0.2ms           | 19.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                            |
|          | 23.2±0.6ms           | 22.8±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                             |
|          | 34.7±1ms             | 35.6±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                        |
|          | 38.0±2ms             | 39.0±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                         |
|          | 19.6±0.7ms           | 19.7±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                           |
|          | 23.0±0.7ms           | 23.1±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                            |
|          | 19.0±0.5ms           | 19.4±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                         |
|          | 23.0±0.6ms           | 23.1±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                          |
|          | 19.0±0.5ms           | 19.1±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                            |
|          | 22.8±0.9ms           | 22.8±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                             |
|          | 550±2ms              | 550±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                           |
|          | 560±4ms              | 555±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                            |
|          | 153±3ms              | 154±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                                     |
|          | 168±2ms              | 169±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                                      |
|          | 18.5±0.5ms           | 18.2±1ms            |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                                     |
|          | 22.1±0.3ms           | 22.2±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                                      |
|          | 21.9±0.6ms           | 21.5±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                            |
|          | 25.5±1ms             | 25.3±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                             |
|          | 21.8±0.5ms           | 21.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                        |
|          | 25.1±0.6ms           | 25.6±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                         |
|          | 20.8±0.7ms           | 21.3±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                                       |
|          | 24.9±0.5ms           | 24.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                        |
|          | 84.1±1ms             | 84.5±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                                |
|          | 84.4±1ms             | 84.6±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                                 |
|          | 96.1±2ms             | 96.4±0.9ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                                 |
|          | 95.9±0.9ms           | 96.9±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                                  |
|          | 58.9±0.8ms           | 59.2±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                                 |
|          | 59.5±1ms             | 59.9±0.3ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                                  |
|          | 29.4±0.5ms           | 30.0±0.9ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                                 |
|          | 33.2±0.5ms           | 33.6±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                                  |
|          | 31.9±0.6ms           | 31.8±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                                  |
|          | 35.6±0.8ms           | 35.2±0.8ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                                   |
|          | 26.5±0.4ms           | 26.3±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                                  |
|          | 29.6±0.4ms           | 30.4±0.5ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                                   |
|          | 326±5ms              | 328±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                          |
|          | 346±6ms              | 346±2ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                           |
|          | 1.10±0.01ms          | 1.12±0.01ms         |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                                      |
|          | 398±5μs              | 400±3μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                                    |
|          | 948±9μs              | 961±20μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                                       |
|          | 575±6μs              | 586±10μs            |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                                     |
|          | 217±4ms              | 227±2ms             |    1.05 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                             |
|          | 115±2ms              | 115±0.9ms           |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                                      |
|          | 233±2ms              | 236±4ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                                       |
|          | 16.6±0.2μs           | 16.6±0.1μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                                   |
|          | 308±5ms              | 312±3ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                              |
|          | 200±2ms              | 205±3ms             |    1.03 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                                       |
|          | 318±4ms              | 324±3ms             |    1.02 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                        |
|          | 17.0±0.2μs           | 16.8±0.1μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                                    |
|          | 224±2ms              | 227±3ms             |    1.02 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                              |
|          | 114±2ms              | 115±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                                       |
|          | 236±2ms              | 235±3ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                        |
|          | 52.9±0.7μs           | 52.9±0.5μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                                    |
|          | 311±3ms              | 313±4ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                               |
|          | 202±2ms              | 205±2ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                        |
|          | 317±5ms              | 324±4ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                         |
|          | 54.5±0.7μs           | 54.6±0.6μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                                     |
|          | 395±2ns              | 395±2ns             |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 258±2ms              | 257±2ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.5±0.1ms           | 14.6±0.1ms          |    1.01 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.3±0.3ms           | 16.4±0.4ms          |    1.01 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 108±1ms              | 107±2ms             |    0.99 | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 702±5ms              | 708±4ms             |    1.01 | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 68.0±1ms             | 67.3±0.9ms          |    0.99 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 657±3ms              | 655±4ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.4                  | 1.3                 |    0.93 | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                     |
|          | 216.01528499999998   | 216.01528499999998  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                    |
|          | 661±6μs              | 663±5μs             |    1    | import_iris.Iris.time__concatenate                                                                     |
|          | 181±2μs              | 183±3μs             |    1.01 | import_iris.Iris.time__constraints                                                                     |
|          | 111±1μs              | 111±1μs             |    1    | import_iris.Iris.time__data_manager                                                                    |
|          | 93.9±0.4μs           | 94.8±0.6μs          |    1.01 | import_iris.Iris.time__deprecation                                                                     |
|          | 137±1μs              | 136±1μs             |    1    | import_iris.Iris.time__lazy_data                                                                       |
|          | 895±10μs             | 902±10μs            |    1.01 | import_iris.Iris.time__merge                                                                           |
|          | 77.2±0.4μs           | 78.0±0.6μs          |    1.01 | import_iris.Iris.time__representation                                                                  |
|          | 486±5μs              | 489±5μs             |    1.01 | import_iris.Iris.time_analysis                                                                         |
|          | 141±2μs              | 141±3μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                                          |
|          | 109±1μs              | 113±2μs             |    1.03 | import_iris.Iris.time_analysis__grid_angles                                                            |
|          | 247±3μs              | 246±4μs             |    1    | import_iris.Iris.time_analysis__interpolation                                                          |
|          | 189±2μs              | 189±2μs             |    1    | import_iris.Iris.time_analysis__regrid                                                                 |
|          | 112±0.7μs            | 112±0.7μs           |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                                      |
|          | 139±1μs              | 139±1μs             |    1    | import_iris.Iris.time_analysis_calculus                                                                |
|          | 329±3μs              | 326±2μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                             |
|          | 95.5±0.6μs           | 95.1±1μs            |    1    | import_iris.Iris.time_analysis_geomerty                                                                |
|          | 219±2μs              | 217±2μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                                   |
|          | 97.7±0.5μs           | 97.1±0.8μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                                   |
|          | 176±2μs              | 175±2μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                              |
|          | 309±4μs              | 312±2μs             |    1.01 | import_iris.Iris.time_aux_factory                                                                      |
|          | 84.4±0.2μs           | 84.5±0.5μs          |    1    | import_iris.Iris.time_common                                                                           |
|          | 163±0.8μs            | 165±3μs             |    1.01 | import_iris.Iris.time_common_lenient                                                                   |
|          | 990±9μs              | 1.00±0.01ms         |    1.01 | import_iris.Iris.time_common_metadata                                                                  |
|          | 133±1μs              | 135±0.9μs           |    1.02 | import_iris.Iris.time_common_mixin                                                                     |
|          | 1.19±0.01ms          | 1.20±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                                   |
|          | 199±1μs              | 201±2μs             |    1.01 | import_iris.Iris.time_config                                                                           |
|          | 116±0.9μs            | 117±2μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                             |
|          | 365±3μs              | 371±4μs             |    1.02 | import_iris.Iris.time_coord_systems                                                                    |
|          | 743±7μs              | 752±10μs            |    1.01 | import_iris.Iris.time_coords                                                                           |
|          | 673±9μs              | 697±20μs            |    1.04 | import_iris.Iris.time_cube                                                                             |
|          | 225±2μs              | 226±4μs             |    1    | import_iris.Iris.time_exceptions                                                                       |
|          | 78.0±0.2μs           | 79.1±1μs            |    1.01 | import_iris.Iris.time_experimental                                                                     |
|          | 186±3μs              | 188±2μs             |    1.01 | import_iris.Iris.time_fileformats                                                                      |
|          | 258±3μs              | 258±4μs             |    1    | import_iris.Iris.time_fileformats__ff                                                                  |
|          | 2.71±0.03ms          | 2.75±0.04ms         |    1.02 | import_iris.Iris.time_fileformats__ff_cross_references                                                 |
|          | 79.8±1μs             | 80.3±0.6μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                     |
|          | 115±0.5μs            | 117±3μs             |    1.02 | import_iris.Iris.time_fileformats_abf                                                                  |
|          | 364±2μs              | 366±4μs             |    1    | import_iris.Iris.time_fileformats_cf                                                                   |
|          | 5.38±0.06ms          | 5.45±0.07ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                                  |
|          | 75.2±1μs             | 75.3±0.6μs          |    1    | import_iris.Iris.time_fileformats_name                                                                 |
|          | 258±2μs              | 259±4μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                                         |
|          | 120±0.8μs            | 120±1μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                               |
|          | 125±2μs              | 125±0.9μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                               |
|          | 212±3μs              | 213±4μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                    |
|          | 780±4μs              | 793±8μs             |    1.02 | import_iris.Iris.time_fileformats_pp                                                                   |
|          | 182±2μs              | 183±4μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                                        |
|          | 133±1μs              | 137±2μs             |    1.03 | import_iris.Iris.time_fileformats_pp_save_rules                                                        |
|          | 516±2μs              | 519±3μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                                |
|          | 222±2μs              | 222±2μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                                      |
|          | 84.5±0.3μs           | 84.4±0.9μs          |    1    | import_iris.Iris.time_fileformats_um                                                                   |
|          | 162±2μs              | 160±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                                        |
|          | 141±2μs              | 138±1μs             |    0.98 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                      |
|          | 76.8±0.9μs           | 76.8±0.9μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                                   |
|          | 82.6±0.2μs           | 82.6±0.8μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                        |
|          | 993±5μs              | 984±20μs            |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                            |
|          | 138±0.6μs            | 138±1μs             |    1    | import_iris.Iris.time_io                                                                               |
|          | 173±2μs              | 174±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                                 |
|          | 231±3μs              | 229±2μs             |    0.99 | import_iris.Iris.time_iris                                                                             |
|          | 127±0.8μs            | 129±1μs             |    1.01 | import_iris.Iris.time_iterate                                                                          |
|          | 8.42±0.06ms          | 8.45±0.03ms         |    1    | import_iris.Iris.time_palette                                                                          |
|          | 2.26±0.05ms          | 2.23±0.05ms         |    0.99 | import_iris.Iris.time_plot                                                                             |
|          | 103±1μs              | 106±0.9μs           |    1.02 | import_iris.Iris.time_quickplot                                                                        |
|          | 2.16±0.07ms          | 2.17±0.02ms         |    1.01 | import_iris.Iris.time_std_names                                                                        |
|          | 1.76±0.02ms          | 1.78±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                                          |
|          | 99.4±0.9ms           | 99.3±0.7ms          |    1    | import_iris.Iris.time_tests                                                                            |
|          | 258±4μs              | 255±3μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                              |
|          | 4.80±0.03ms          | 4.85±0.06ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                             |
|          | 118±0.4μs            | 119±1μs             |    1.01 | import_iris.Iris.time_third_party_cftime                                                               |
|          | 2.78±0.01ms          | 2.80±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                           |
|          | 1.07±0ms             | 1.08±0.01ms         |    1.01 | import_iris.Iris.time_third_party_numpy                                                                |
|          | 173±3μs              | 173±0.8μs           |    1    | import_iris.Iris.time_third_party_scipy                                                                |
|          | 100±0.8μs            | 101±2μs             |    1.01 | import_iris.Iris.time_time                                                                             |
|          | 323±2μs              | 321±3μs             |    0.99 | import_iris.Iris.time_util                                                                             |
|          | 73.7±1μs             | 73.3±1μs            |    0.99 | iterate.IZip.time_izip                                                                                 |
|          | 8.14±0.07ms          | 8.10±0.07ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                             |
|          | 24.8±0.6ms           | 24.4±0.5ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                         |
|          | 8.85±0.04ms          | 8.81±0.06ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                             |
|          | 8.13±0.05ms          | 8.13±0.07ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                              |
|          | 21.7±0.5ms           | 22.1±0.5ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                          |
|          | 8.80±0.05ms          | 8.86±0.08ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                              |
|          | 1.36±0.01s           | 1.35±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                               |
|          | 21.6±0.7ms           | 21.0±0.3ms          |    0.97 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                           |
|          | 1.51±0.02s           | 1.52±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                               |
|          | 1.37±0.01s           | 1.36±0.02s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                                |
|          | 21.5±0.2ms           | 21.1±0.1ms          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                            |
|          | 1.52±0.01s           | 1.52±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                                |
|          | 3.91±0.04ms          | 3.90±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                                |
|          | 20.5±0.4ms           | 20.2±0.2ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                            |
|          | 4.22±0.06ms          | 4.18±0.03ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                                |
|          | 3.94±0.05ms          | 3.90±0.04ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                                 |
|          | 20.5±0.5ms           | 20.3±0.4ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                             |
|          | 4.17±0.03ms          | 4.18±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                                 |
|          | 30.9±3ms             | 32.3±2ms            |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                          |
|          | 19.2±0.7ms           | 19.5±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                      |
|          | 12.9±2ms             | 13.2±0.8ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                          |
|          | 26.2±2ms             | 25.3±2ms            |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                           |
|          | 70.4±2ms             | 70.2±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                       |
|          | 25.7±1ms             | 25.8±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                           |
|          | 447±5ms              | 442±9ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                            |
|          | 2.96±0.09ms          | 2.89±0.09ms         |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                        |
|          | 453±4ms              | 449±4ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                            |
|          | 451±6ms              | 446±6ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                             |
|          | 3.05±0.08ms          | 2.88±0.1ms          |    0.94 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                         |
|          | 460±7ms              | 452±2ms             |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                             |
|          | 1.59±0.08ms          | 1.62±0.09ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                             |
|          | 3.02±0.1ms           | 2.95±0.1ms          |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                         |
|          | 1.61±0.1ms           | 1.61±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                             |
|          | 1.55±0.05ms          | 1.54±0.06ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                              |
|          | 3.04±0.1ms           | 3.05±0.1ms          |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                          |
|          | 1.60±0.1ms           | 1.58±0.07ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                              |
|          | 369±6ms              | 367±2ms             |    0.99 | load.ManyVars.time_many_var_load                                                                       |
|          | 8.26±0.07ms          | 8.16±0.05ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                       |
|          | 9.06±0.07ms          | 9.07±0.05ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                       |
|          | 1.37±0.02s           | 1.37±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                         |
|          | 1.56±0.01s           | 1.53±0.01s          |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                         |
|          | 3.98±0.02ms          | 3.98±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                            |
|          | 4.28±0.04ms          | 4.25±0.03ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                            |
|          | 8.11±0.05ms          | 8.19±0.08ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                          |
|          | 4.79±0.04ms          | 4.78±0.02ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                           |
|          | 1.35±0.01s           | 1.34±0.01s          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                            |
|          | 374±3ms              | 368±3ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                             |
|          | 3.91±0.03ms          | 3.92±0.03ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                               |
|          | 3.58±0.05ms          | 3.55±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                                |
|          | 150±1ms              | 148±1ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'FF')                                                     |
|          | 24.0±0.4ms           | 23.7±0.4ms          |    0.99 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                                 |
|          | 165±2ms              | 166±3ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                     |
|          | 30.6±0.6ms           | 29.4±0.2ms          |    0.96 | load.TimeConstraint.time_time_constraint(3, 'FF')                                                      |
|          | 23.8±0.4ms           | 23.3±0.3ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                  |
|          | 31.8±0.3ms           | 31.5±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                                      |
|          | 18.0±0.3ms           | 18.5±0.4ms          |    1.03 | load.ugrid.BasicLoading.time_load_file(1)                                                              |
|          | 41.6±0.8ms           | 41.8±0.4ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                                         |
|          | 14.5±0.1ms           | 14.7±0.3ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                              |
|          | 22.9±0.5ms           | 23.1±0.2ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                         |
|          | 17.6±0.3ms           | 18.2±0.3ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                          |
|          | 20.9±0.5ms           | 21.3±0.5ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                     |
|          | 14.3±0.4ms           | 14.9±0.4ms          |    1.04 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                          |
|          | 17.6±0.6ms           | 17.6±0.3ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                     |
|          | 19.0±0.5ms           | 18.8±0.4ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(1)                                                         |
|          | 50.4±0.4ms           | 50.5±0.3ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                                    |
|          | 18.8±0.3ms           | 19.1±0.5ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                                     |
|          | 22.7±0.6ms           | 23.0±0.4ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                                |
|          | 2.83±0.09ms          | 2.93±0.1ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(10000)                                                    |
|          | 5.34±1ms             | 4.86±0.9ms          |    0.91 | load.ugrid.DataRealisation.time_realise_data(200000)                                                   |
|          | 37.7±1ms             | 40.3±1ms            |    1.07 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                                |
|          | 788±6ms              | 793±4ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                               |
|          | 122±2ms              | 123±2ms             |    1    | merge_concat.Concatenate.time_concatenate                                                              |
|          | 24.0                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                               |
|          | 50.3±0.9ms           | 49.4±1ms            |    0.98 | merge_concat.Merge.time_merge                                                                          |
|          | 11.0                 | 11.0                |    1    | merge_concat.Merge.track_mem_merge                                                                     |
|          | 6.60±0.05ms          | 6.56±0.04ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                             |
|          | 80.2±2ms             | 79.6±2ms            |    0.99 | regridding.CurvilinearRegridding.time_regrid_pic                                                       |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                                  |
|          | 98.4±0.9ms           | 99.0±0.8ms          |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                              |
|          | 49.1±2ms             | 48.8±1ms            |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                     |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                         |
|          | 150.6                | 150.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                                |
|          | 4.17±0.04ms          | 4.16±0.09ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                       |
|          | 73.4±1ms             | 74.3±1ms            |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                        |
|          | 52.5±1ms             | 51.9±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                      |
|          | 563±3ms              | 561±5ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                       |
|          | 89.4±0.3ns           | 90.8±3ns            |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                       |
|          | 56.4±0.6ms           | 56.5±0.7ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                        |
|          | 90.2±0.6ns           | 90.5±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                      |
|          | 495±4ms              | 497±3ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                       |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                                  |
|          | 1.6                  | 1.9                 |    1.19 | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                                   |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                                 |
|          | 214.6                | 214.6               |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                                  |
|          | 42.7±1ms             | 42.7±1ms            |    1    | stats.PearsonR.time_lazy                                                                               |
|          | 19.2±0.2ms           | 19.1±0.3ms          |    1    | stats.PearsonR.time_real                                                                               |
|          | 19.6                 | 19.6                |    1    | stats.PearsonR.track_lazy                                                                              |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                              |
|          | 23.7±1ms             | 23.9±0.4ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                              |
|          | 61.8±0.7ms           | 62.0±0.7ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                             |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                             |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                            |

Generated by GHA run 10038164984

@pp-mo pp-mo enabled auto-merge (squash) July 22, 2024 10:54
@pp-mo pp-mo merged commit 304c5e0 into main Jul 22, 2024
@pp-mo pp-mo deleted the auto-update-lockfiles branch July 22, 2024 11:50
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⏱️ Performance Benchmark Report: 7489313

Performance shifts
| Change   |   Before [2d4eda00]  |   After [74893133]  |   Ratio | Benchmark (Parameter)                                 |
|----------|----------------------|---------------------|---------|-------------------------------------------------------|
| -        |                231.1 |               181.7 |    0.79 | save.NetcdfSave.track_addedmem_netcdf_save(600, True) |
Full benchmark results

Benchmarks that have improved:

| Change   |   Before [2d4eda00]  |   After [74893133]  |   Ratio | Benchmark (Parameter)                                 |
|----------|----------------------|---------------------|---------|-------------------------------------------------------|
| -        |                231.1 |               181.7 |    0.79 | save.NetcdfSave.track_addedmem_netcdf_save(600, True) |

Benchmarks that have stayed the same:

| Change   | Before [2d4eda00]    | After [74893133]    | Ratio   | Benchmark (Parameter)                                                                                  |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------------------------------------------|
|          | 53.1±0.7ms           | 52.8±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                         |
|          | 54.0±0.4ms           | 53.5±0.6ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                          |
|          | 189±2ms              | 188±1ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                               |
|          | 189±1ms              | 189±2ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                                |
|          | 36.2±0.3ms           | 36.4±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                         |
|          | 36.9±0.4ms           | 37.0±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                          |
|          | 36.5±0.3ms           | 36.6±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                         |
|          | 37.2±0.2ms           | 37.0±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                          |
|          | 46.5±0.6ms           | 46.2±0.7ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                           |
|          | 47.0±0.4ms           | 47.0±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                            |
|          | 120±2ms              | 119±1ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                                       |
|          | 120±1ms              | 121±1ms             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                        |
|          | 50.9±0.5ms           | 50.9±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                          |
|          | 51.5±0.5ms           | 51.7±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                           |
|          | 36.4±0.2ms           | 36.3±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                        |
|          | 36.8±0.4ms           | 36.6±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                         |
|          | 46.7±0.8ms           | 46.4±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                           |
|          | 46.7±0.6ms           | 46.8±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                            |
|          | 1.31±0.01s           | 1.31±0.01s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                          |
|          | 1.31±0.01s           | 1.32±0.01s          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                           |
|          | 712±9ms              | 713±10ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                                    |
|          | 720±20ms             | 706±10ms            | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                                     |
|          | 34.6±0.3ms           | 34.5±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                                    |
|          | 35.1±0.2ms           | 35.4±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                                     |
|          | 61.7±0.4ms           | 61.7±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                           |
|          | 62.7±0.6ms           | 62.1±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                            |
|          | 66.2±0.7ms           | 66.3±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                                       |
|          | 67.3±0.5ms           | 66.7±0.8ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                        |
|          | 61.8±0.7ms           | 61.6±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                                      |
|          | 62.0±0.6ms           | 62.0±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                                       |
|          | 19.5±0.2ms           | 19.3±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                          |
|          | 23.0±0.3ms           | 23.0±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                           |
|          | 129±0.8ms            | 128±0.6ms           | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                                |
|          | 143±0.9ms            | 143±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                                 |
|          | 17.9±0.3ms           | 17.7±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                          |
|          | 21.6±0.3ms           | 21.4±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                           |
|          | 17.9±0.2ms           | 17.9±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                          |
|          | 21.4±0.2ms           | 21.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                           |
|          | 18.4±0.2ms           | 18.2±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                            |
|          | 22.0±0.4ms           | 21.8±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                             |
|          | 34.4±1ms             | 34.4±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                        |
|          | 38.1±0.5ms           | 37.9±2ms            | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                         |
|          | 18.8±0.7ms           | 18.8±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                           |
|          | 22.2±0.3ms           | 22.1±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                            |
|          | 18.5±0.3ms           | 18.2±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                         |
|          | 22.2±0.4ms           | 22.1±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                          |
|          | 18.5±0.2ms           | 18.2±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                            |
|          | 22.1±0.3ms           | 21.9±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                             |
|          | 553±4ms              | 548±4ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                           |
|          | 554±5ms              | 557±5ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                            |
|          | 148±0.6ms            | 147±0.9ms           | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                                     |
|          | 165±1ms              | 165±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                                      |
|          | 17.4±0.2ms           | 17.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                                     |
|          | 21.3±0.4ms           | 21.0±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                                      |
|          | 20.6±0.2ms           | 20.8±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                            |
|          | 24.2±0.4ms           | 24.3±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                             |
|          | 20.7±0.1ms           | 20.6±0.1ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                        |
|          | 24.4±0.3ms           | 24.2±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                         |
|          | 20.1±0.4ms           | 20.2±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                                       |
|          | 24.0±0.3ms           | 23.8±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                        |
|          | 82.8±0.7ms           | 82.4±0.6ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                                |
|          | 83.1±0.7ms           | 83.2±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                                 |
|          | 94.6±1ms             | 94.6±0.4ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                                 |
|          | 95.1±1ms             | 95.0±0.8ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                                  |
|          | 58.0±0.7ms           | 57.8±0.4ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                                 |
|          | 58.6±0.7ms           | 58.3±0.6ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                                  |
|          | 29.2±0.4ms           | 28.9±0.5ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                                 |
|          | 32.4±0.4ms           | 32.5±0.3ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                                  |
|          | 30.8±0.6ms           | 30.3±0.6ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                                  |
|          | 34.4±0.4ms           | 34.3±0.5ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                                   |
|          | 25.6±0.2ms           | 25.5±0.2ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                                  |
|          | 29.1±0.3ms           | 29.3±0.4ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                                   |
|          | 320±2ms              | 319±5ms             | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                          |
|          | 343±1ms              | 346±4ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                           |
|          | 1.12±0.01ms          | 1.11±0.02ms         | 0.99    | cube.CubeCreation.time_create(False, 'construct')                                                      |
|          | 404±2μs              | 397±6μs             | 0.98    | cube.CubeCreation.time_create(False, 'instantiate')                                                    |
|          | 943±9μs              | 942±20μs            | 1.00    | cube.CubeCreation.time_create(True, 'construct')                                                       |
|          | 584±8μs              | 576±7μs             | 0.99    | cube.CubeCreation.time_create(True, 'instantiate')                                                     |
|          | 219±3ms              | 222±2ms             | 1.01    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                             |
|          | 112±2ms              | 111±0.7ms           | 0.99    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                                      |
|          | 232±3ms              | 233±4ms             | 1.00    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                                       |
|          | 16.7±0.3μs           | 16.7±0.3μs          | 1.00    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                                   |
|          | 306±3ms              | 306±3ms             | 1.00    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                              |
|          | 198±2ms              | 196±2ms             | 0.99    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                                       |
|          | 314±4ms              | 312±5ms             | 0.99    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                        |
|          | 17.2±0.2μs           | 16.8±0.2μs          | 0.97    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                                    |
|          | 222±2ms              | 221±2ms             | 1.00    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                              |
|          | 111±1ms              | 112±1ms             | 1.00    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                                       |
|          | 231±2ms              | 233±3ms             | 1.01    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                        |
|          | 53.7±0.9μs           | 53.4±0.5μs          | 0.99    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                                    |
|          | 306±2ms              | 306±3ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                               |
|          | 198±3ms              | 197±2ms             | 1.00    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                        |
|          | 317±3ms              | 314±2ms             | 0.99    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                         |
|          | 55.2±0.9μs           | 55.0±0.8μs          | 1.00    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                                     |
|          | 392±20ns             | 394±5ns             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 256±2ms              | 257±2ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.1±0.2ms           | 14.1±0.2ms          | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.0±1ms             | 16.1±0.5ms          | 1.01    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)    |
|          | 11.8                 | 11.8                | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500)   |
|          | 104±1ms              | 103±0.5ms           | 0.99    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 697±4ms              | 696±6ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 65.2±0.6ms           | 64.5±0.5ms          | 0.99    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 653±3ms              | 651±4ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.4                  | 1.3                 | 0.93    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                     |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                    |
|          | 666±3μs              | 660±10μs            | 0.99    | import_iris.Iris.time__concatenate                                                                     |
|          | 181±1μs              | 179±2μs             | 0.99    | import_iris.Iris.time__constraints                                                                     |
|          | 110±1μs              | 111±1μs             | 1.00    | import_iris.Iris.time__data_manager                                                                    |
|          | 94.3±0.8μs           | 94.1±0.7μs          | 1.00    | import_iris.Iris.time__deprecation                                                                     |
|          | 136±0.9μs            | 137±1μs             | 1.01    | import_iris.Iris.time__lazy_data                                                                       |
|          | 894±4μs              | 898±10μs            | 1.00    | import_iris.Iris.time__merge                                                                           |
|          | 77.7±0.4μs           | 76.8±0.5μs          | 0.99    | import_iris.Iris.time__representation                                                                  |
|          | 478±4μs              | 482±2μs             | 1.01    | import_iris.Iris.time_analysis                                                                         |
|          | 141±0.8μs            | 139±0.8μs           | 0.99    | import_iris.Iris.time_analysis__area_weighted                                                          |
|          | 110±0.8μs            | 109±1μs             | 0.99    | import_iris.Iris.time_analysis__grid_angles                                                            |
|          | 241±1μs              | 242±3μs             | 1.01    | import_iris.Iris.time_analysis__interpolation                                                          |
|          | 189±3μs              | 186±3μs             | 0.99    | import_iris.Iris.time_analysis__regrid                                                                 |
|          | 112±0.8μs            | 113±3μs             | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                                      |
|          | 142±3μs              | 139±2μs             | 0.98    | import_iris.Iris.time_analysis_calculus                                                                |
|          | 325±3μs              | 326±6μs             | 1.00    | import_iris.Iris.time_analysis_cartography                                                             |
|          | 95.5±1μs             | 93.8±1μs            | 0.98    | import_iris.Iris.time_analysis_geomerty                                                                |
|          | 217±2μs              | 217±2μs             | 1.00    | import_iris.Iris.time_analysis_maths                                                                   |
|          | 97.1±0.9μs           | 96.9±0.3μs          | 1.00    | import_iris.Iris.time_analysis_stats                                                                   |
|          | 176±2μs              | 174±3μs             | 0.99    | import_iris.Iris.time_analysis_trajectory                                                              |
|          | 306±2μs              | 308±8μs             | 1.01    | import_iris.Iris.time_aux_factory                                                                      |
|          | 84.7±0.4μs           | 84.1±1μs            | 0.99    | import_iris.Iris.time_common                                                                           |
|          | 162±2μs              | 162±2μs             | 1.00    | import_iris.Iris.time_common_lenient                                                                   |
|          | 980±7μs              | 989±7μs             | 1.01    | import_iris.Iris.time_common_metadata                                                                  |
|          | 133±0.5μs            | 132±0.8μs           | 1.00    | import_iris.Iris.time_common_mixin                                                                     |
|          | 1.18±0.01ms          | 1.18±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                                   |
|          | 199±3μs              | 198±2μs             | 0.99    | import_iris.Iris.time_config                                                                           |
|          | 117±2μs              | 116±1μs             | 1.00    | import_iris.Iris.time_coord_categorisation                                                             |
|          | 366±2μs              | 362±7μs             | 0.99    | import_iris.Iris.time_coord_systems                                                                    |
|          | 741±3μs              | 737±5μs             | 1.00    | import_iris.Iris.time_coords                                                                           |
|          | 667±8μs              | 662±10μs            | 0.99    | import_iris.Iris.time_cube                                                                             |
|          | 226±3μs              | 224±2μs             | 0.99    | import_iris.Iris.time_exceptions                                                                       |
|          | 78.3±0.4μs           | 77.5±0.5μs          | 0.99    | import_iris.Iris.time_experimental                                                                     |
|          | 185±1μs              | 184±2μs             | 0.99    | import_iris.Iris.time_fileformats                                                                      |
|          | 251±2μs              | 255±5μs             | 1.02    | import_iris.Iris.time_fileformats__ff                                                                  |
|          | 2.67±0.03ms          | 2.69±0.03ms         | 1.01    | import_iris.Iris.time_fileformats__ff_cross_references                                                 |
|          | 79.5±0.4μs           | 78.6±0.6μs          | 0.99    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                     |
|          | 115±0.8μs            | 114±1μs             | 0.99    | import_iris.Iris.time_fileformats_abf                                                                  |
|          | 361±5μs              | 362±6μs             | 1.00    | import_iris.Iris.time_fileformats_cf                                                                   |
|          | 5.31±0.06ms          | 5.36±0.04ms         | 1.01    | import_iris.Iris.time_fileformats_dot                                                                  |
|          | 75.9±0.9μs           | 75.3±2μs            | 0.99    | import_iris.Iris.time_fileformats_name                                                                 |
|          | 259±3μs              | 258±4μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                                         |
|          | 120±2μs              | 120±1μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                               |
|          | 123±1μs              | 123±0.6μs           | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                               |
|          | 208±3μs              | 214±3μs             | 1.03    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                    |
|          | 777±7μs              | 778±5μs             | 1.00    | import_iris.Iris.time_fileformats_pp                                                                   |
|          | 180±3μs              | 181±4μs             | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                                        |
|          | 135±3μs              | 134±2μs             | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                                        |
|          | 514±4μs              | 512±4μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                                |
|          | 221±3μs              | 220±3μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                      |
|          | 84.1±0.4μs           | 83.4±0.4μs          | 0.99    | import_iris.Iris.time_fileformats_um                                                                   |
|          | 162±1μs              | 160±1μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load                                                        |
|          | 141±1μs              | 138±0.8μs           | 0.98    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                      |
|          | 76.5±1μs             | 75.6±0.2μs          | 0.99    | import_iris.Iris.time_fileformats_um__ff_replacement                                                   |
|          | 82.0±1μs             | 81.7±0.9μs          | 1.00    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                        |
|          | 981±20μs             | 979±10μs            | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                            |
|          | 137±1μs              | 135±0.9μs           | 0.99    | import_iris.Iris.time_io                                                                               |
|          | 174±4μs              | 173±1μs             | 1.00    | import_iris.Iris.time_io_format_picker                                                                 |
|          | 228±1μs              | 229±2μs             | 1.00    | import_iris.Iris.time_iris                                                                             |
|          | 127±0.8μs            | 127±1μs             | 0.99    | import_iris.Iris.time_iterate                                                                          |
|          | 8.37±0.05ms          | 8.39±0.05ms         | 1.00    | import_iris.Iris.time_palette                                                                          |
|          | 2.22±0.04ms          | 2.24±0.03ms         | 1.01    | import_iris.Iris.time_plot                                                                             |
|          | 105±1μs              | 104±1μs             | 0.99    | import_iris.Iris.time_quickplot                                                                        |
|          | 2.12±0.04ms          | 2.13±0.02ms         | 1.01    | import_iris.Iris.time_std_names                                                                        |
|          | 1.76±0.02ms          | 1.76±0.03ms         | 1.00    | import_iris.Iris.time_symbols                                                                          |
|          | 12.2±1ms             | 12.2±1ms            | 1.00    | import_iris.Iris.time_tests                                                                            |
|          | 258±2μs              | 255±2μs             | 0.99    | import_iris.Iris.time_third_party_cartopy                                                              |
|          | 4.79±0.03ms          | 4.77±0.03ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                             |
|          | 119±0.5μs            | 119±1μs             | 1.00    | import_iris.Iris.time_third_party_cftime                                                               |
|          | 2.77±0.01ms          | 2.77±0.01ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                           |
|          | 1.07±0.01ms          | 1.06±0ms            | 0.99    | import_iris.Iris.time_third_party_numpy                                                                |
|          | 171±1μs              | 171±0.8μs           | 1.00    | import_iris.Iris.time_third_party_scipy                                                                |
|          | 101±1μs              | 101±2μs             | 1.00    | import_iris.Iris.time_time                                                                             |
|          | 315±4μs              | 316±2μs             | 1.00    | import_iris.Iris.time_util                                                                             |
|          | 73.3±0.6μs           | 73.4±0.7μs          | 1.00    | iterate.IZip.time_izip                                                                                 |
|          | 8.10±0.06ms          | 8.08±0.06ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                             |
|          | 28.9±0.4ms           | 28.7±0.1ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                         |
|          | 8.78±0.06ms          | 8.77±0.09ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                             |
|          | 8.02±0.03ms          | 8.03±0.04ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                              |
|          | 26.8±0.4ms           | 26.7±0.3ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                          |
|          | 8.81±0.03ms          | 8.77±0.06ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                              |
|          | 1.32±0.01s           | 1.32±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                               |
|          | 26.5±0.4ms           | 27.0±0.1ms          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                           |
|          | 1.50±0.01s           | 1.48±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                               |
|          | 1.33±0.02s           | 1.33±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                                |
|          | 26.9±0.2ms           | 26.4±0.4ms          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                            |
|          | 1.49±0.01s           | 1.50±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                                |
|          | 3.90±0.02ms          | 3.92±0.02ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                                |
|          | 25.9±0.3ms           | 25.4±0.3ms          | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                            |
|          | 4.20±0.04ms          | 4.16±0.03ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                                |
|          | 3.90±0.03ms          | 3.94±0.03ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                                 |
|          | 25.3±0.09ms          | 25.4±0.1ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                             |
|          | 4.16±0.05ms          | 4.18±0.04ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                                 |
|          | 31.4±4ms             | 32.3±3ms            | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                          |
|          | 19.6±0.1ms           | 19.8±0.2ms          | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                      |
|          | 13.3±2ms             | 13.3±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                          |
|          | 24.6±1ms             | 26.8±2ms            | 1.09    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                           |
|          | 70.1±2ms             | 70.2±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                       |
|          | 25.2±0.7ms           | 25.5±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                           |
|          | 437±1ms              | 438±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                            |
|          | 2.80±0.07ms          | 2.87±0.07ms         | 1.03    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                        |
|          | 443±2ms              | 444±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                            |
|          | 442±2ms              | 443±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                             |
|          | 2.87±0.07ms          | 2.85±0.09ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                         |
|          | 451±4ms              | 448±1ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                             |
|          | 1.55±0.08ms          | 1.58±0.09ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                             |
|          | 2.83±0.1ms           | 2.87±0.1ms          | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                         |
|          | 1.60±0.07ms          | 1.51±0.06ms         | 0.94    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                             |
|          | 1.55±0.06ms          | 1.57±0.06ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                              |
|          | 2.92±0.09ms          | 2.94±0.08ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                          |
|          | 1.59±0.09ms          | 1.55±0.1ms          | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                              |
|          | 495±3ms              | 494±4ms             | 1.00    | load.ManyVars.time_many_var_load                                                                       |
|          | 8.17±0.06ms          | 8.25±0.1ms          | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                       |
|          | 8.96±0.03ms          | 8.99±0.07ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                       |
|          | 1.35±0.01s           | 1.35±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                         |
|          | 1.51±0.01s           | 1.50±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                         |
|          | 3.97±0.03ms          | 4.02±0.03ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                            |
|          | 4.22±0.02ms          | 4.24±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                            |
|          | 8.10±0.07ms          | 8.16±0.08ms         | 1.01    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                          |
|          | 4.71±0.04ms          | 4.80±0.03ms         | 1.02    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                           |
|          | 1.32±0.01s           | 1.32±0.01s          | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                            |
|          | 360±6ms              | 365±6ms             | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                             |
|          | 3.95±0.03ms          | 3.86±0.06ms         | 0.98    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                               |
|          | 3.55±0.04ms          | 3.56±0.02ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                                |
|          | 146±2ms              | 148±1ms             | 1.02    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                     |
|          | 28.9±0.2ms           | 28.8±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                                 |
|          | 162±1ms              | 161±0.7ms           | 1.00    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                     |
|          | 29.2±0.2ms           | 29.2±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                      |
|          | 28.8±0.5ms           | 28.4±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                  |
|          | 31.3±0.1ms           | 31.6±0.3ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                      |
|          | 17.5±0.3ms           | 17.4±0.3ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(1)                                                              |
|          | 40.2±0.5ms           | 40.0±0.6ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(200000)                                                         |
|          | 14.5±0.2ms           | 14.6±0.3ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(1)                                                              |
|          | 22.2±0.3ms           | 22.0±0.3ms          | 0.99    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                         |
|          | 17.6±0.3ms           | 17.4±0.4ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                          |
|          | 19.9±0.2ms           | 19.9±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                     |
|          | 14.6±0.3ms           | 14.4±0.2ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                          |
|          | 16.6±0.1ms           | 16.7±0.2ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                     |
|          | 18.4±0.1ms           | 18.3±0.1ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(1)                                                         |
|          | 49.8±0.5ms           | 49.5±0.6ms          | 0.99    | load.ugrid.Callback.time_load_file_callback(200000)                                                    |
|          | 18.4±0.2ms           | 18.8±0.3ms          | 1.02    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                     |
|          | 22.2±0.4ms           | 21.5±0.2ms          | 0.97    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                                |
|          | 2.70±0.08ms          | 2.74±0.07ms         | 1.02    | load.ugrid.DataRealisation.time_realise_data(10000)                                                    |
|          | 5.31±0.9ms           | 3.53±0.9ms          | ~0.67   | load.ugrid.DataRealisation.time_realise_data(200000)                                                   |
|          | 36.4±0.5ms           | 36.2±0.4ms          | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                                |
|          | 806±6ms              | 801±6ms             | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                               |
|          | 117±1ms              | 117±1ms             | 1.00    | merge_concat.Concatenate.time_concatenate                                                              |
|          | 24.0                 | 24.1                | 1.00    | merge_concat.Concatenate.track_mem_merge                                                               |
|          | 46.6±0.4ms           | 46.7±0.3ms          | 1.00    | merge_concat.Merge.time_merge                                                                          |
|          | 11.0                 | 11.0                | 1.00    | merge_concat.Merge.track_mem_merge                                                                     |
|          | 6.57±0.05ms          | 6.52±0.03ms         | 0.99    | plot.AuxSort.time_aux_sort                                                                             |
|          | 78.1±4ms             | 80.3±2ms            | 1.03    | regridding.CurvilinearRegridding.time_regrid_pic                                                       |
|          | 144.9                | 144.9               | 1.00    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                                  |
|          | 99.4±0.6ms           | 99.1±0.5ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                              |
|          | 49.8±2ms             | 52.1±4ms            | 1.05    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                     |
|          | 111.6                | 111.6               | 1.00    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                         |
|          | 150.6                | 150.6               | 1.00    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                                |
|          | 4.00±0.05ms          | 4.07±0.04ms         | 1.02    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                       |
|          | 70.9±0.4ms           | 70.4±0.5ms          | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                        |
|          | 51.4±0.4ms           | 51.5±1ms            | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                      |
|          | 565±4ms              | 564±6ms             | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                       |
|          | 89.5±1ns             | 89.3±0.7ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                       |
|          | 54.3±0.3ms           | 54.2±0.3ms          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                        |
|          | 91.0±0.5ns           | 89.8±0.5ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                      |
|          | 498±3ms              | 498±2ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                       |
|          | 0.3                  | 0.3                 | 1.00    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                                  |
|          | 1.5                  | 1.7                 | 1.13    | save.NetcdfSave.track_addedmem_netcdf_save(50, True)                                                   |
|          | 0.3                  | 0.3                 | 1.00    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                                 |
|          | 42.4±1ms             | 41.8±0.9ms          | 0.99    | stats.PearsonR.time_lazy                                                                               |
|          | 18.8±0.2ms           | 18.8±0.4ms          | 1.00    | stats.PearsonR.time_real                                                                               |
|          | 19.6                 | 19.6                | 1.00    | stats.PearsonR.track_lazy                                                                              |
|          | 17.8                 | 17.8                | 1.00    | stats.PearsonR.track_real                                                                              |
|          | 22.3±1ms             | 23.1±0.3ms          | 1.03    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                              |
|          | 60.8±0.7ms           | 60.0±0.4ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                             |
|          | 32.2                 | 32.2                | 1.00    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                             |
|          | 21.6                 | 21.6                | 1.00    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                            |

Generated by GHA run 10039477362

pp-mo added a commit to pp-mo/iris that referenced this pull request Jul 24, 2024
Co-authored-by: Lockfile bot <noreply@github.com>
Co-authored-by: Patrick Peglar <patrick.peglar@metoffice.gov.uk>
tkknight added a commit to tkknight/iris that referenced this pull request Jul 30, 2024
* upstream/main:
  Load performance improvement (ignoring UGRID) (SciTools#6088)
  Adding monthly and yearly arguments to `guess_bounds` (SciTools#6090)
  Mesh nonexperimental extra (SciTools#6077)
  Mesh nonexperimental (SciTools#6061)
  Bump scitools/workflows from 2024.07.4 to 2024.07.5 (SciTools#6076)
  Updated environment lockfiles (SciTools#6068)
  Enable UGRID loading always; deprecate PARSE_UGRID_ON_LOAD. (SciTools#6054)
  Bump scitools/workflows from 2024.07.3 to 2024.07.4 (SciTools#6071)
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benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts Bot A bot generated issue/pull-request New: Pull Request

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