[CI Bot] environment lockfiles auto-update

[scitools-ci]

Lockfiles updated to the latest resolvable environment.

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

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.80%. Comparing base (6928d4b) to head (272e936).
Report is 76 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #6389   +/-   ##
=======================================
  Coverage   89.80%   89.80%           
=======================================
  Files          90       90           
  Lines       23752    23752           
  Branches     4418     4418           
=======================================
  Hits        21331    21331           
  Misses       1672     1672           
  Partials      749      749           

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[github-actions]

⏱️ Performance Benchmark Report: 4b8df7a

Performance shifts

| Change   | Before [6928d4b9]    | After [4b8df7ad]    |   Ratio | Benchmark (Parameter)                                      |
|----------|----------------------|---------------------|---------|------------------------------------------------------------|
| -        | 511±9ms              | 424±5ms             |    0.83 | load.StructuredFF.time_structured_load((2, 2, 1000), True) |

Full benchmark results

Benchmarks that have improved:

| Change   | Before [6928d4b9]    | After [4b8df7ad]    |   Ratio | Benchmark (Parameter)                                      |
|----------|----------------------|---------------------|---------|------------------------------------------------------------|
| -        | 511±9ms              | 424±5ms             |    0.83 | load.StructuredFF.time_structured_load((2, 2, 1000), True) |

Benchmarks that have stayed the same:

| Change   | Before [6928d4b9]    | After [4b8df7ad]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.9±0.3ms           | 20.2±0.3ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.1±0.5ms           | 50.9±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.2±0.4ms           | 33.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 161±1ms              | 160±1ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.5±0.3ms           | 22.3±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.0±0.4ms           | 30.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.6±0.2ms           | 22.1±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.7±0.5ms           | 30.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.7±0.4ms           | 20.2±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.4±0.5ms           | 43.2±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 124±0.7ms            | 120±0.8ms           |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 127±1ms              | 124±1ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.7±0.2ms           | 21.2±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.6±0.9ms           | 47.4±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.1±0.1ms           | 22.8±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.4±0.6ms           | 56.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.6±0.3ms           | 20.2±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.1±0.7ms           | 43.2±0.5ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0s              | 1.08±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.06±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 212±2ms              | 213±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 335±10ms             | 335±8ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.7±0.3ms           | 21.1±0.1ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.5±0.3ms           | 28.9±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.7±0.3ms           | 21.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 59.0±0.5ms           | 58.2±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.6±0.3ms           | 22.4±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.0±0.5ms           | 60.9±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.8±0.2ms           | 22.0±0.2ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.1±0.5ms           | 56.8±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.57±0.07ms          | 7.60±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.4±0.3ms           | 21.2±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 18.9±0.09ms          | 18.7±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 115±2ms              | 116±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.91±0.1ms           | 7.93±0.07ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.4±0.2ms           | 19.5±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.77±0.1ms           | 7.88±0.07ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.3±0.1ms           | 19.6±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.47±0.1ms           | 7.50±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.2±0.2ms           | 20.3±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.1±0.1ms           | 22.6±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.2±0.6ms           | 33.6±0.5ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.85±0.03ms          | 7.70±0.09ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.4±0.3ms           | 20.7±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.23±0.1ms           | 9.09±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.6±0.4ms           | 23.3±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.50±0.07ms          | 7.44±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.1±0.2ms           | 19.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 528±3ms              | 527±5ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 535±3ms              | 533±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 43.8±0.4ms           | 44.1±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 124±0.9ms            | 127±1ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.83±0.1ms           | 7.79±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.3±0.2ms           | 19.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.81±0.08ms          | 7.71±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.0±0.2ms           | 21.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.95±0.07ms          | 8.03±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.6±0.2ms           | 21.5±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.03±0.05ms          | 8.02±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.3±0.3ms           | 21.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.0±0.07ms          | 21.6±0.2ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.1±0.7ms           | 81.1±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.2±0.3ms           | 21.8±0.3ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.1±0.7ms           | 92.5±1ms            |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.3±0.1ms           | 20.5±0.2ms          |    0.96 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.2±0.5ms           | 54.6±0.7ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.03±0.09ms          | 8.03±0.09ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 25.7±0.4ms           | 25.6±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.94±0.1ms           | 7.81±0.2ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.5±0.6ms           | 26.9±0.6ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.66±0.2ms           | 7.76±0.1ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.8±0.5ms           | 22.2±0.7ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 214±5ms              | 213±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 263±2ms              | 262±4ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.09±0.02ms          | 1.09±0.05ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 376±5μs              | 382±3μs             |    1.02 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 912±20μs             | 918±50μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 554±4μs              | 558±7μs             |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 81.1±1ms             | 81.4±1ms            |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.8±0.5ms           | 24.2±0.5ms          |    0.98 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 93.6±0.8ms           | 93.2±1ms            |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.4±0.1μs           | 16.7±0.8μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 81.1±2ms             | 81.2±1ms            |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.1±0.6ms           | 24.5±0.5ms          |    0.98 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 93.6±2ms             | 93.6±1ms            |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.4±0.2μs           | 16.6±0.9μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 163±2ms              | 166±2ms             |    1.02 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 64.6±0.7ms           | 64.2±0.9ms          |    0.99 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 187±2ms              | 193±3ms             |    1.03 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.9±0.7μs           | 51.9±0.4μs          |    1.02 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 230±2ms              | 229±5ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 129±2ms              | 130±4ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 255±2ms              | 263±7ms             |    1.03 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 52.4±0.4μs           | 53.3±0.3μs          |    1.02 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 803±3μs              | 808±10μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 184±1μs              | 190±2μs             |    1.03 | import_iris.Iris.time__constraints                                                          |
|          | 114±0.6μs            | 118±1μs             |    1.04 | import_iris.Iris.time__data_manager                                                         |
|          | 90.8±1μs             | 92.3±1μs            |    1.02 | import_iris.Iris.time__deprecation                                                          |
|          | 162±1μs              | 165±2μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 911±8μs              | 912±9μs             |    1    | import_iris.Iris.time__merge                                                                |
|          | 73.5±0.9μs           | 73.3±0.5μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 597±2μs              | 608±10μs            |    1.02 | import_iris.Iris.time_analysis                                                              |
|          | 138±1μs              | 139±2μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±0.7μs            | 109±2μs             |    1.03 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 243±2μs              | 247±3μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±3μs              | 192±5μs             |    1.02 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±1μs              | 111±3μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 135±2μs              | 137±3μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 320±2μs              | 320±5μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.3±0.5μs           | 91.2±2μs            |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±1μs              | 212±4μs             |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.1±0.2μs           | 94.8±1μs            |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 169±0.7μs            | 173±3μs             |    1.02 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 312±2μs              | 312±6μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 80.7±0.7μs           | 79.7±0.3μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 158±1μs              | 161±5μs             |    1.02 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.36±0.01ms          | 1.36±0.03ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 166±0.9μs            | 168±2μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0ms             | 1.17±0.02ms         |    1.01 | import_iris.Iris.time_common_resolve                                                        |
|          | 197±1μs              | 195±5μs             |    0.99 | import_iris.Iris.time_config                                                                |
|          | 124±0.6μs            | 124±2μs             |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 389±5μs              | 392±8μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 761±4μs              | 776±10μs            |    1.02 | import_iris.Iris.time_coords                                                                |
|          | 651±40μs             | 662±20μs            |    1.02 | import_iris.Iris.time_cube                                                                  |
|          | 229±1μs              | 234±5μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 73.8±1μs             | 74.0±1μs            |    1    | import_iris.Iris.time_experimental                                                          |
|          | 179±0.6μs            | 183±3μs             |    1.02 | import_iris.Iris.time_fileformats                                                           |
|          | 249±1μs              | 260±3μs             |    1.05 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.51±0.01ms          | 2.58±0.03ms         |    1.03 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.7±0.3μs           | 75.4±1μs            |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 111±1μs              | 113±2μs             |    1.02 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 421±3μs              | 435±10μs            |    1.03 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.82±0.03ms          | 4.97±0.2ms          |    1.03 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.5±1μs             | 72.4±1μs            |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 249±1μs              | 253±5μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±0.8μs            | 113±1μs             |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 121±2μs              | 120±1μs             |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 206±2μs              | 209±6μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 789±5μs              | 807±20μs            |    1.02 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 178±1μs              | 177±4μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±0.4μs            | 133±2μs             |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 552±9μs              | 543±9μs             |    0.98 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 219±2μs              | 222±3μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.7±1μs             | 79.3±1μs            |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 156±1μs              | 158±4μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±2μs              | 136±4μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 71.7±0.8μs           | 72.8±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.1±1μs             | 80.0±2μs            |    1.02 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 923±8μs              | 955±60μs            |    1.03 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 138±3μs              | 138±1μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 172±1μs              | 182±5μs             |    1.06 | import_iris.Iris.time_io_format_picker                                                      |
|          | 208±0.9μs            | 211±5μs             |    1.02 | import_iris.Iris.time_iris                                                                  |
|          | 125±2μs              | 128±3μs             |    1.03 | import_iris.Iris.time_iterate                                                               |
|          | 8.10±0.1ms           | 8.26±0.2ms          |    1.02 | import_iris.Iris.time_palette                                                               |
|          | 1.72±0.01ms          | 1.75±0.02ms         |    1.02 | import_iris.Iris.time_plot                                                                  |
|          | 215±2μs              | 222±9μs             |    1.04 | import_iris.Iris.time_quickplot                                                             |
|          | 2.12±0.03ms          | 2.21±0.04ms         |    1.04 | import_iris.Iris.time_std_names                                                             |
|          | 1.81±0.01ms          | 1.81±0.02ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 102±2ms              | 101±1ms             |    0.99 | import_iris.Iris.time_tests                                                                 |
|          | 246±2μs              | 248±3μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.96±0.05ms          | 5.00±0.06ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±2μs              | 117±2μs             |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.68±0.01ms          | 2.72±0.06ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.28±0ms             | 1.28±0.01ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 167±1μs              | 164±5μs             |    0.98 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 97.9±0.7μs           | 98.9±1μs            |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 346±3μs              | 349±5μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 69.3±0.9μs           | 70.0±1μs            |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 9.82±0.08ms          | 9.44±0.2ms          |    0.96 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.2±0.5ms           | 15.3±0.6ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.83±0.06ms          | 9.43±0.1ms          |    0.96 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.72±0.06ms          | 9.40±0.2ms          |    0.97 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.9±0.3ms           | 12.8±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.0±0.09ms          | 9.43±0.1ms          |    0.94 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.52±0s              | 1.44±0.03s          |    0.94 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.6±0.2ms           | 11.6±0.2ms          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.55±0.01s           | 1.44±0.04s          |    0.93 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.52±0.01s           | 1.45±0.02s          |    0.96 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.7±0.1ms           | 11.7±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.50±0.02s           | 1.44±0.02s          |    0.96 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.04±0.1ms           | 4.95±0.07ms         |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.4±0.07ms          | 11.4±0.09ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.14±0.1ms           | 4.89±0.1ms          |    0.95 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.06±0.06ms          | 4.95±0.1ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.5±0.1ms           | 11.5±0.2ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.02±0.06ms          | 4.88±0.1ms          |    0.97 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.3±1ms             | 21.8±0.8ms          |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 26.0±0.5ms           | 26.1±0.2ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 10.7±0.8ms           | 11.0±0.2ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.2±0.9ms           | 26.6±0.4ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 70.7±1ms             | 70.9±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.1±0.6ms           | 26.1±0.5ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 504±3ms              | 507±5ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.01±0.07ms          | 2.95±0.08ms         |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 503±3ms              | 505±7ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 516±4ms              | 510±6ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.93±0.1ms           | 2.94±0.06ms         |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 511±4ms              | 506±6ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.60±0.06ms          | 1.51±0.03ms         |    0.94 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.91±0.1ms           | 3.06±0.2ms          |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.60±0.05ms          | 1.51±0.03ms         |    0.94 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.65±0.08ms          | 1.59±0.07ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.05±0.1ms           | 2.94±0.1ms          |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.60±0.05ms          | 1.60±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 350±4ms              | 342±2ms             |    0.98 | load.ManyCubes.time_many_cube_load                                                          |
|          | 84.4±1ms             | 84.6±1ms            |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 9.86±0.1ms           | 9.55±0.2ms          |    0.97 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.95±0.2ms           | 9.66±0.1ms          |    0.97 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.53±0.01s           | 1.45±0.02s          |    0.95 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.53±0.01s           | 1.45±0.02s          |    0.95 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.13±0.02ms          | 4.98±0.1ms          |    0.97 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.04±0.06ms          | 4.99±0.06ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.94±0.04ms          | 8.75±0.2ms          |    0.98 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.80±0.05ms          | 5.51±0.1ms          |    0.95 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.52±0.01s           | 1.42±0.01s          |    0.93 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 4.28±0.06ms          | 4.08±0.06ms         |    0.95 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.15±0.02ms          | 4.10±0.1ms          |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 165±2ms              | 157±2ms             |    0.95 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.3±0.03ms          | 14.5±0.5ms          |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 167±2ms              | 162±5ms             |    0.98 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.6±0.3ms           | 31.6±0.5ms          |    0.97 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.2±0.1ms           | 14.5±0.3ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.4±0.4ms           | 31.6±0.2ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.3±0.2ms           | 13.5±0.5ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 45.3±0.7ms           | 45.4±1ms            |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.62±0.3ms           | 8.68±0.2ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.0±0.4ms           | 17.1±0.6ms          |    1.07 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.7±0.4ms           | 13.9±0.4ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.0±0.6ms           | 15.8±0.6ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.41±0.1ms           | 8.63±0.4ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.6±0.2ms           | 11.8±0.5ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 15.1±0.4ms           | 14.8±0.4ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 54.9±0.8ms           | 55.0±0.4ms          |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.8±0.4ms           | 14.7±0.8ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.7±0.8ms           | 17.2±0.5ms          |    0.97 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.00±0.2ms           | 3.10±0.2ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.57±0.2ms           | 4.49±0.2ms          |    0.98 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 38.4±1ms             | 39.5±2ms            |    1.03 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 797±6ms              | 799±5ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.53±0.02s           | 1.50±0.01s          |    0.98 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 447±3ms              | 428±5ms             |    0.96 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±4M               | 122±5M              |    1.1  | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.1±1ms             | 34.8±0.9ms          |    1.05 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.01M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 357±7ns              | 351±2ns             |    0.98 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 197±2ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 740±0.4k             | 741±0.3k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.7±0.4ms           | 16.6±0.2ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.6±0.5ms           | 19.8±0.4ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.29±0M              | 1.29±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0M                | 25.1±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 106±1ms              | 106±0.7ms           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 581±7ms              | 579±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.35±0.04M           | 1.34±0.05M          |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.4±0.06M           | 96.4±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 67.1±0.6ms           | 66.2±2ms            |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 535±2ms              | 539±3ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.25±0.04M           | 1.23±0.03M          |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.3±0.03M           | 96.3±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.73±0.05ms          | 6.73±0.1ms          |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 80.0±3ms             | 75.0±5ms            |    0.94 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 106±0.7ms            | 106±0.8ms           |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 57.6±3ms             | 53.1±0.8ms          |    0.92 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.02M            | 107±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.45±0.1ms           | 4.27±0.08ms         |    0.96 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 73.2±2ms             | 73.2±1ms            |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 43.8±0.5ms           | 44.0±0.6ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 489±10ms             | 488±3ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 84.9±0.5ns           | 83.5±0.4ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 55.5±1ms             | 55.9±0.8ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 84.6±0.4ns           | 85.0±1ns            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 429±4ms              | 429±5ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 29.7±0.3k            | 29.6±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.82±0.07M           | 1.71±0.08M          |    0.94 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 29.8±0.3k            | 29.6±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±30M              | 191±20M             |    0.85 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.1±0.6ms           | 38.1±0.4ms          |    0.97 | stats.PearsonR.time_lazy                                                                    |
|          | 8.71±0.05ms          | 9.04±0.2ms          |    1.04 | stats.PearsonR.time_real                                                                    |
|          | 29.5±1M              | 29.8±0.4M           |    1.01 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 21.9±0.2ms           | 21.9±0.2ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.0±0.3ms           | 59.9±0.6ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.02M           | 7.74±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 14140041190

[github-actions]

⏱️ Performance Benchmark Report: 4b8df7a

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [6928d4b9]    | After [4b8df7ad]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.8±0.4ms           | 20.5±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.6±0.6ms           | 51.5±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.6±0.4ms           | 34.3±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 159±2ms              | 161±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.7±0.2ms           | 22.3±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.9±0.5ms           | 30.4±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.7±0.3ms           | 22.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.9±0.3ms           | 30.4±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.6±0.2ms           | 20.2±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.1±0.6ms           | 43.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 124±1ms              | 120±0.5ms           |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 127±0.8ms            | 124±1ms             |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.6±0.3ms           | 21.1±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.2±0.7ms           | 46.9±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.4±0.2ms           | 23.0±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 55.9±0.8ms           | 56.1±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.9±0.2ms           | 20.0±0.1ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.1±0.6ms           | 43.0±0.5ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.07±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.07±0.01s           | 1.05±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 211±4ms              | 215±6ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 344±9ms              | 341±6ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.7±0.2ms           | 21.0±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.9±0.6ms           | 29.0±0.3ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.2±0.3ms           | 21.5±0.3ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.1±0.7ms           | 57.8±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.1±0.2ms           | 22.4±0.2ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 60.8±0.9ms           | 60.0±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.7±0.3ms           | 22.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.2±0.7ms           | 56.4±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.57±0.2ms           | 7.63±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.2±0.4ms           | 21.1±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.0±0.2ms           | 18.8±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 115±1ms              | 114±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.95±0.1ms           | 7.91±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.6±0.5ms           | 19.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.96±0.08ms          | 7.84±0.08ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.6±0.4ms           | 19.3±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.58±0.08ms          | 7.50±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.2±0.3ms           | 19.7±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.1±0.2ms           | 22.7±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.8±0.4ms           | 33.2±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.81±0.1ms           | 7.77±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.4±0.2ms           | 20.2±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.07±0.06ms          | 9.25±0.05ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.7±0.3ms           | 22.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.42±0.03ms          | 7.49±0.06ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.0±0.3ms           | 20.0±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 527±3ms              | 524±2ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 539±3ms              | 537±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.3±0.9ms           | 44.2±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 125±2ms              | 125±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.75±0.08ms          | 7.71±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.3±0.2ms           | 19.0±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.89±0.06ms          | 7.95±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.0±0.1ms           | 21.8±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.04±0.06ms          | 8.08±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.6±0.2ms           | 21.5±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.13±0.1ms           | 8.04±0.09ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.1±0.2ms           | 21.0±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.0±0.4ms           | 21.8±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.4±0.7ms           | 81.0±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.3±0.2ms           | 22.1±0.2ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 92.9±0.5ms           | 92.3±0.7ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.1±0.4ms           | 20.6±0.3ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.9±0.7ms           | 54.5±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.10±0.09ms          | 8.10±0.05ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.0±0.3ms           | 25.5±0.3ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.89±0.07ms          | 8.00±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.4±0.3ms           | 27.2±0.2ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.66±0.04ms          | 7.86±0.1ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.9±0.6ms           | 21.7±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 214±2ms              | 213±2ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 262±3ms              | 261±2ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.10±0.01ms          | 1.09±0.01ms         |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 385±4μs              | 375±3μs             |    0.97 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 916±10μs             | 922±8μs             |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 559±6μs              | 550±8μs             |    0.98 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 80.4±1ms             | 79.6±0.9ms          |    0.99 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.9±0.5ms           | 24.7±0.6ms          |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 94.3±0.7ms           | 92.8±0.8ms          |    0.98 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.4±0.4μs           | 16.3±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 81.8±0.9ms           | 80.2±1ms            |    0.98 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.1±0.2ms           | 24.3±0.4ms          |    0.97 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 93.3±2ms             | 91.2±1ms            |    0.98 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.2±0.5μs           | 16.3±0.09μs         |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 162±2ms              | 163±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 65.1±0.8ms           | 63.8±0.4ms          |    0.98 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 189±2ms              | 188±1ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.8±2μs             | 50.3±0.3μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 228±2ms              | 227±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 128±2ms              | 126±2ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 254±3ms              | 254±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 53.1±0.9μs           | 53.1±0.7μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 803±3μs              | 810±5μs             |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 187±2μs              | 187±1μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 115±0.4μs            | 116±1μs             |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 92.8±0.5μs           | 92.1±1μs            |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 164±1μs              | 164±1μs             |    1    | import_iris.Iris.time__lazy_data                                                            |
|          | 918±10μs             | 917±5μs             |    1    | import_iris.Iris.time__merge                                                                |
|          | 74.4±0.4μs           | 74.1±1μs            |    1    | import_iris.Iris.time__representation                                                       |
|          | 604±10μs             | 607±10μs            |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 141±1μs              | 141±1μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±2μs              | 108±0.6μs           |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 244±2μs              | 248±4μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±1μs              | 190±2μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±1μs              | 110±0.7μs           |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 137±0.8μs            | 138±3μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 326±4μs              | 323±2μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 93.6±2μs             | 93.0±1μs            |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±2μs              | 213±1μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.4±0.9μs           | 95.3±1μs            |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 171±4μs              | 171±1μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 309±3μs              | 316±7μs             |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 80.2±1μs             | 81.5±0.9μs          |    1.02 | import_iris.Iris.time_common                                                                |
|          | 162±2μs              | 160±0.8μs           |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.37±0.01ms          | 1.38±0ms            |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 168±1μs              | 167±0.7μs           |    0.99 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0.02ms          | 1.17±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 198±2μs              | 202±1μs             |    1.02 | import_iris.Iris.time_config                                                                |
|          | 128±1μs              | 125±1μs             |    0.98 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 381±2μs              | 381±4μs             |    1    | import_iris.Iris.time_coord_systems                                                         |
|          | 767±4μs              | 773±9μs             |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 653±7μs              | 658±3μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 239±3μs              | 235±4μs             |    0.98 | import_iris.Iris.time_exceptions                                                            |
|          | 75.0±0.5μs           | 75.5±0.3μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 183±1μs              | 181±2μs             |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 253±2μs              | 255±4μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.51±0.04ms          | 2.53±0.06ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.8±0.7μs           | 76.5±0.2μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 115±2μs              | 113±0.8μs           |    0.99 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 427±5μs              | 426±5μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.87±0.03ms          | 4.84±0.04ms         |    0.99 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.3±0.6μs           | 72.7±1μs            |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 250±2μs              | 251±3μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±0.6μs            | 114±2μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 120±0.8μs            | 123±2μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 208±3μs              | 210±4μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 793±4μs              | 800±5μs             |    1.01 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 179±0.7μs            | 180±3μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 135±0.6μs            | 134±1μs             |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 546±3μs              | 547±1μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 223±2μs              | 221±2μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.6±0.3μs           | 80.6±0.4μs          |    1    | import_iris.Iris.time_fileformats_um                                                        |
|          | 157±0.7μs            | 157±0.9μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 136±3μs              | 138±1μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.3±0.3μs           | 73.4±0.5μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.1±2μs             | 78.7±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 923±10μs             | 947±10μs            |    1.03 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 138±2μs              | 138±3μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 175±2μs              | 177±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 210±2μs              | 209±2μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 126±2μs              | 126±2μs             |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 8.11±0.03ms          | 8.18±0.1ms          |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 1.72±0.03ms          | 1.73±0.02ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 220±0.7μs            | 219±0.9μs           |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.12±0.03ms          | 2.15±0.02ms         |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.83±0.01ms          | 1.84±0.03ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 86.0±1ms             | 85.4±1ms            |    0.99 | import_iris.Iris.time_tests                                                                 |
|          | 249±2μs              | 249±3μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.99±0.03ms          | 5.05±0.03ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 117±2μs              | 116±2μs             |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.70±0.02ms          | 2.71±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.28±0.01ms          | 1.29±0.02ms         |    1    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 167±2μs              | 167±3μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.7±0.9μs           | 98.5±0.5μs          |    1    | import_iris.Iris.time_time                                                                  |
|          | 352±5μs              | 348±3μs             |    0.99 | import_iris.Iris.time_util                                                                  |
|          | 68.1±2μs             | 70.9±2μs            |    1.04 | iterate.IZip.time_izip                                                                      |
|          | 9.63±0.1ms           | 9.45±0.2ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.4±0.4ms           | 16.1±0.6ms          |    1.04 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.63±0.2ms           | 9.40±0.1ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.63±0.2ms           | 9.36±0.2ms          |    0.97 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.0±0.2ms           | 12.8±0.3ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.75±0.2ms           | 9.36±0.1ms          |    0.96 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.52±0.03s           | 1.44±0.01s          |    0.95 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.6±0.1ms           | 11.9±0.3ms          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.51±0.02s           | 1.43±0.02s          |    0.95 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.52±0.01s           | 1.41±0.01s          |    0.92 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.2±0.4ms           | 11.6±0.1ms          |    0.96 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.52±0.01s           | 1.44±0.02s          |    0.95 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 4.98±0.1ms           | 4.97±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.4±0.05ms          | 11.2±0.1ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.01±0.06ms          | 4.98±0.06ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.01±0.06ms          | 4.87±0.05ms         |    0.97 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.4±0.09ms          | 11.3±0.2ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.09±0.07ms          | 4.89±0.07ms         |    0.96 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.6±0.7ms           | 21.3±0.4ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 26.3±0.4ms           | 26.2±0.4ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 10.4±1ms             | 11.0±1ms            |    1.05 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.0±0.6ms           | 27.0±0.8ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 71.5±0.9ms           | 70.6±0.9ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.3±0.7ms           | 26.3±0.6ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 501±1ms              | 498±3ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.92±0.07ms          | 2.92±0.09ms         |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 503±2ms              | 498±5ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 510±2ms              | 509±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.96±0.06ms          | 2.98±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 509±2ms              | 508±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.59±0.05ms          | 1.57±0.04ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.03±0.09ms          | 2.95±0.05ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.57±0.04ms          | 1.52±0.05ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.56±0.09ms          | 1.54±0.03ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.04±0.1ms           | 3.03±0.1ms          |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.58±0.02ms          | 1.57±0.04ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 345±3ms              | 340±3ms             |    0.99 | load.ManyCubes.time_many_cube_load                                                          |
|          | 85.3±0.6ms           | 84.0±0.8ms          |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 9.72±0.08ms          | 9.59±0.2ms          |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.82±0.1ms           | 9.59±0.08ms         |    0.98 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.51±0.02s           | 1.44±0s             |    0.96 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.52±0.01s           | 1.47±0.02s          |    0.97 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.12±0.06ms          | 4.94±0.1ms          |    0.97 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.06±0.06ms          | 4.94±0.07ms         |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.87±0.1ms           | 8.64±0.2ms          |    0.97 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.77±0.1ms           | 5.72±0.1ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.51±0.02s           | 1.43±0.02s          |    0.95 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 508±10ms             | 436±6ms             |    0.86 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.20±0.07ms          | 4.19±0.1ms          |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.11±0.06ms          | 4.18±0.07ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 166±2ms              | 158±3ms             |    0.95 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.5±0.1ms           | 14.7±0.5ms          |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 167±1ms              | 163±4ms             |    0.98 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.4±0.3ms           | 31.7±0.8ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.2±0.1ms           | 14.4±0.6ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.6±0.1ms           | 32.1±0.6ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.2±0.1ms           | 13.1±0.4ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 45.0±0.5ms           | 45.4±0.3ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.34±0.1ms           | 8.52±0.2ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.6±0.1ms           | 15.7±0.4ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.4±0.3ms           | 13.4±0.3ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 14.8±0.3ms           | 14.8±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.39±0.2ms           | 8.46±0.1ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.2±0.3ms           | 11.2±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 14.0±0.2ms           | 14.2±0.1ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 54.3±0.8ms           | 53.5±0.8ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.1±0.2ms           | 14.0±0.3ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.5±0.2ms           | 16.4±0.6ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.89±0.08ms          | 3.10±0.2ms          |    1.07 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.17±0.1ms           | 4.21±0.2ms          |    1.01 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 37.6±0.9ms           | 38.3±1ms            |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 799±7ms              | 795±6ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.52±0.02s           | 1.53±0.03s          |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 448±3ms              | 426±3ms             |    0.95 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±2M               | 112±5M              |    1.02 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 35.1±1ms             | 35.0±1ms            |    1    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.01M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 369±30ns             | 348±3ns             |    0.94 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 197±1ms              | 197±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 739±0.3k             | 741±0.2k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.3±0.2ms           | 17.1±0.3ms          |    1.05 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.3±0.3ms           | 20.2±0.2ms          |    1.05 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.29±0M              | 1.29±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0M                | 25.1±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 106±2ms              | 110±3ms             |    1.03 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 577±4ms              | 587±6ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.34±0.05M           | 1.36±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.4±0.04M           | 96.4±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 66.1±0.8ms           | 67.7±2ms            |    1.02 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 533±3ms              | 535±5ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.23±0.04M           | 1.23±0.04M          |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.3±0.04M           | 96.3±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.82±0.08ms          | 6.78±0.06ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 73.5±4ms             | 77.2±5ms            |    1.05 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 106±0.6ms            | 106±0.9ms           |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 52.5±0.9ms           | 53.0±0.7ms          |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.02M            | 107±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.32±0.03ms          | 4.32±0.04ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 73.6±0.8ms           | 73.3±0.7ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 43.7±0.3ms           | 44.5±0.7ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 488±5ms              | 490±3ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 85.2±1ns             | 84.6±0.6ns          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 55.7±0.6ms           | 56.2±1ms            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 85.4±2ns             | 84.1±0.4ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 428±5ms              | 433±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 29.6±0.2k            | 29.7±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.68±0.2M            | 1.82±0.2M           |    1.08 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 29.7±0.3k            | 29.7±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 208±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.9±0.2ms           | 38.1±0.4ms          |    0.98 | stats.PearsonR.time_lazy                                                                    |
|          | 8.72±0.4ms           | 8.91±0.08ms         |    1.02 | stats.PearsonR.time_real                                                                    |
|          | 29.5±0.4M            | 30±0.7M             |    1.02 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 21.9±0.2ms           | 22.0±0.4ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.1±1ms             | 60.7±0.5ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.02M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 14140041193

[github-actions]

⏱️ Performance Benchmark Report: 4b8df7a

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [6928d4b9]    | After [4b8df7ad]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.4±0.3ms           | 20.4±0.5ms          |    0.95 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 53.2±0.9ms           | 52.8±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.4±0.4ms           | 34.5±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 170±3ms              | 162±3ms             |    0.95 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.6±0.5ms           | 22.7±0.5ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 32.2±0.6ms           | 31.0±0.4ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.3±0.3ms           | 22.5±0.3ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 32.0±0.5ms           | 30.8±0.8ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.8±0.1ms           | 20.4±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.9±0.6ms           | 44.1±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 128±2ms              | 122±2ms             |    0.95 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 132±1ms              | 127±2ms             |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.9±0.2ms           | 21.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.9±0.8ms           | 48.5±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 24.0±0.4ms           | 23.0±0.2ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.8±1ms             | 57.7±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.4±0.4ms           | 20.5±0.3ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.4±1ms             | 44.5±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.08±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.07±0.01s           | 1.07±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 213±3ms              | 215±5ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 351±6ms              | 348±10ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.3±0.2ms           | 21.7±0.2ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.3±0.6ms           | 29.6±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.4±0.1ms           | 21.7±0.3ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.2±0.8ms           | 58.9±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.5±0.4ms           | 22.7±0.4ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.1±0.7ms           | 61.8±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.3±0.3ms           | 22.7±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.1±1ms             | 58.3±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.60±0.06ms          | 7.68±0.08ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 22.0±0.4ms           | 21.5±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.4±0.3ms           | 19.2±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 122±3ms              | 123±3ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.08±0.08ms          | 8.20±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.1±0.2ms           | 20.4±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.97±0.05ms          | 8.06±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.9±0.3ms           | 20.0±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.48±0.06ms          | 7.64±0.06ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.7±0.4ms           | 20.5±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.8±0.3ms           | 23.0±0.1ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.5±0.5ms           | 34.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.73±0.08ms          | 7.90±0.06ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 21.0±0.2ms           | 20.6±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.24±0.2ms           | 9.25±0.09ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.4±0.3ms           | 23.6±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.54±0.07ms          | 7.73±0.1ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.8±0.3ms           | 20.0±0.4ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 529±3ms              | 528±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 540±4ms              | 538±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.3±0.7ms           | 45.1±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 132±2ms              | 131±4ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.96±0.05ms          | 7.91±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.5±0.1ms           | 20.0±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.90±0.1ms           | 7.90±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.8±0.2ms           | 22.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.25±0.09ms          | 8.05±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.5±0.1ms           | 22.1±0.3ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.26±0.1ms           | 8.09±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.8±0.2ms           | 21.5±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.9±0.3ms           | 22.2±0.3ms          |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 84.0±1ms             | 82.3±1ms            |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 23.1±0.4ms           | 22.0±0.3ms          |    0.95 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 96.4±0.8ms           | 93.8±0.6ms          |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.2±0.3ms           | 20.6±0.2ms          |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.1±0.7ms           | 54.7±0.7ms          |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.23±0.1ms           | 8.13±0.06ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.5±0.3ms           | 26.3±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.28±0.2ms           | 7.96±0.07ms         |    0.96 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.0±0.4ms           | 27.3±0.6ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.89±0.07ms          | 7.81±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.4±0.6ms           | 22.6±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 216±3ms              | 214±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 266±3ms              | 265±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.10±0.01ms          | 1.10±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 373±4μs              | 383±4μs             |    1.03 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 913±9μs              | 925±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 564±7μs              | 553±10μs            |    0.98 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 84.7±1ms             | 83.2±1ms            |    0.98 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.7±0.7ms           | 25.2±0.7ms          |    0.98 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 97.6±1ms             | 96.1±2ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.3±0.1μs           | 16.3±0.2μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 85.5±1ms             | 82.7±2ms            |    0.97 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 26.2±0.9ms           | 25.4±1ms            |    0.97 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 97.3±0.4ms           | 95.5±1ms            |    0.98 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.4±0.2μs           | 16.3±0.1μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 171±4ms              | 172±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 68.2±0.8ms           | 65.0±2ms            |    0.95 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 195±2ms              | 195±3ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.7±0.4μs           | 50.2±0.4μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 239±3ms              | 235±4ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 135±3ms              | 133±3ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 265±5ms              | 265±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 52.3±0.8μs           | 52.1±0.5μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 835±20μs             | 807±20μs            |    0.97 | import_iris.Iris.time__concatenate                                                          |
|          | 185±6μs              | 185±2μs             |    1    | import_iris.Iris.time__constraints                                                          |
|          | 116±1μs              | 115±1μs             |    0.99 | import_iris.Iris.time__data_manager                                                         |
|          | 91.8±0.6μs           | 92.5±0.9μs          |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 165±6μs              | 165±1μs             |    1    | import_iris.Iris.time__lazy_data                                                            |
|          | 920±20μs             | 926±8μs             |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 74.6±0.7μs           | 73.8±0.3μs          |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 622±5μs              | 616±6μs             |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 139±3μs              | 141±4μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±1μs              | 107±1μs             |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 246±0.8μs            | 249±3μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 191±2μs              | 197±3μs             |    1.03 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 109±2μs              | 113±2μs             |    1.04 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±1μs              | 138±1μs             |    1.02 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 326±10μs             | 326±3μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.2±2μs             | 92.7±0.5μs          |    1.01 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 213±2μs              | 217±2μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.5±0.6μs           | 95.9±0.7μs          |    1.02 | import_iris.Iris.time_analysis_stats                                                        |
|          | 173±3μs              | 174±3μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 317±3μs              | 322±3μs             |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 80.3±0.3μs           | 81.0±0.4μs          |    1.01 | import_iris.Iris.time_common                                                                |
|          | 158±2μs              | 164±2μs             |    1.04 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.37±0.01ms          | 1.38±0.01ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 166±3μs              | 172±2μs             |    1.04 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.19±0.02ms          | 1.19±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 197±3μs              | 200±1μs             |    1.02 | import_iris.Iris.time_config                                                                |
|          | 127±2μs              | 127±1μs             |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 388±3μs              | 401±6μs             |    1.03 | import_iris.Iris.time_coord_systems                                                         |
|          | 775±8μs              | 791±10μs            |    1.02 | import_iris.Iris.time_coords                                                                |
|          | 660±8μs              | 689±9μs             |    1.04 | import_iris.Iris.time_cube                                                                  |
|          | 234±4μs              | 237±3μs             |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 73.9±0.6μs           | 74.3±2μs            |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 178±0.8μs            | 182±1μs             |    1.02 | import_iris.Iris.time_fileformats                                                           |
|          | 254±2μs              | 258±4μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.50±0.02ms          | 2.61±0.1ms          |    1.04 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.1±1μs             | 76.2±0.7μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 113±1μs              | 114±4μs             |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 427±4μs              | 435±5μs             |    1.02 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.96±0.1ms           | 4.99±0.08ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.2±1μs             | 72.4±0.8μs          |    1.02 | import_iris.Iris.time_fileformats_name                                                      |
|          | 255±3μs              | 250±2μs             |    0.98 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±1μs              | 115±2μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 122±0.9μs            | 123±3μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 210±6μs              | 207±4μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 793±8μs              | 814±8μs             |    1.03 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 181±3μs              | 180±4μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 133±2μs              | 136±3μs             |    1.02 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 541±4μs              | 545±5μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 225±3μs              | 225±3μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.7±1μs             | 80.6±0.8μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 155±1μs              | 158±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±1μs              | 141±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.1±1μs             | 73.7±1μs            |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.7±1μs             | 79.3±0.9μs          |    0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 938±6μs              | 957±20μs            |    1.02 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 136±1μs              | 139±3μs             |    1.03 | import_iris.Iris.time_io                                                                    |
|          | 176±1μs              | 177±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 208±1μs              | 208±3μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 127±1μs              | 128±2μs             |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 8.39±0.06ms          | 8.85±0.5ms          |    1.06 | import_iris.Iris.time_palette                                                               |
|          | 1.72±0.02ms          | 1.75±0.02ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 218±2μs              | 219±2μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.17±0.03ms          | 2.20±0.07ms         |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.85±0.01ms          | 1.85±0.02ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 13.0±1ms             | 14.2±1ms            |    1.09 | import_iris.Iris.time_tests                                                                 |
|          | 252±3μs              | 248±0.8μs           |    0.99 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.98±0.03ms          | 5.04±0.1ms          |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 116±0.9μs            | 115±0.2μs           |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.74±0.02ms          | 2.73±0.02ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.30±0ms             | 1.29±0.01ms         |    0.99 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 168±3μs              | 166±0.6μs           |    0.99 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.8±1μs             | 98.4±0.9μs          |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 352±4μs              | 358±9μs             |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 70.0±0.5μs           | 68.8±2μs            |    0.98 | iterate.IZip.time_izip                                                                      |
|          | 9.91±0.2ms           | 9.51±0.07ms         |    0.96 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.9±0.3ms           | 17.3±0.9ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.0±0.1ms           | 9.69±0.3ms          |    0.97 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.93±0.08ms          | 9.43±0.1ms          |    0.95 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.3±0.2ms           | 13.1±0.3ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.0±0.2ms           | 9.60±0.2ms          |    0.96 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.52±0.02s           | 1.44±0.02s          |    0.94 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.6±0.4ms           | 11.7±0.3ms          |    0.93 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.55±0.02s           | 1.46±0.02s          |    0.94 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.52±0.01s           | 1.45±0.01s          |    0.95 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.5±0.2ms           | 12.1±0.2ms          |    0.97 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.55±0.02s           | 1.47±0.01s          |    0.95 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.07±0.04ms          | 4.98±0.1ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.6±0.09ms          | 11.9±0.4ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.07±0.02ms          | 4.90±0.08ms         |    0.97 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.13±0.1ms           | 4.88±0.1ms          |    0.95 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.7±0.2ms           | 11.8±0.5ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.04±0.09ms          | 4.95±0.1ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.2±0.8ms           | 22.8±0.4ms          |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 27.8±0.6ms           | 28.2±0.4ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.7±0.9ms           | 11.2±0.8ms          |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.3±0.7ms           | 27.3±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 71.5±0.6ms           | 71.9±0.8ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.0±0.8ms           | 26.7±0.7ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 514±10ms             | 507±6ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.19±0.1ms           | 3.00±0.2ms          |    0.94 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 517±5ms              | 505±4ms             |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 518±8ms              | 518±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.43±0.1ms           | 3.22±0.2ms          |    0.94 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 520±6ms              | 513±7ms             |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.67±0.04ms          | 1.60±0.04ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.24±0.1ms           | 3.11±0.09ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.64±0.06ms          | 1.59±0.07ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.67±0.08ms          | 1.61±0.05ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.36±0.09ms          | 3.25±0.1ms          |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.62±0.07ms          | 1.64±0.03ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 347±2ms              | 343±4ms             |    0.99 | load.ManyCubes.time_many_cube_load                                                          |
|          | 85.6±0.8ms           | 85.9±0.9ms          |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.2ms           | 9.57±0.1ms          |    0.94 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.4±0.4ms           | 9.69±0.3ms          |    0.94 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.54±0.01s           | 1.45±0.02s          |    0.94 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.57±0.01s           | 1.49±0.01s          |    0.95 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.24±0.05ms          | 4.93±0.09ms         |    0.94 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.21±0.04ms          | 4.99±0.08ms         |    0.96 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.98±0.09ms          | 8.59±0.09ms         |    0.96 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 6.00±0.1ms           | 5.55±0.09ms         |    0.93 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.53±0.01s           | 1.44±0.01s          |    0.94 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 519±7ms              | 439±7ms             |    0.85 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.36±0.05ms          | 4.15±0.05ms         |    0.95 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.24±0.06ms          | 4.12±0.03ms         |    0.97 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 169±0.6ms            | 162±0.9ms           |    0.96 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.7±0.4ms           | 15.2±0.4ms          |    0.97 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 171±1ms              | 164±2ms             |    0.96 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 34.9±1ms             | 32.1±0.1ms          |    0.92 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.7±0.3ms           | 15.1±0.3ms          |    1.03 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 34.2±0.7ms           | 32.4±0.7ms          |    0.95 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.7±0.3ms           | 13.4±0.4ms          |    0.98 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 46.5±0.4ms           | 45.5±0.7ms          |    0.98 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.42±0.1ms           | 8.60±0.3ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 17.1±0.4ms           | 17.1±0.6ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.8±0.3ms           | 13.8±0.6ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.8±0.5ms           | 15.6±0.7ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.66±0.2ms           | 8.56±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.1±0.2ms           | 12.0±0.5ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 15.0±0.4ms           | 14.9±0.4ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 56.3±0.5ms           | 56.6±1ms            |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.9±0.4ms           | 14.9±0.2ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.8±0.5ms           | 17.8±0.7ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.23±0.07ms          | 3.31±0.07ms         |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.66±0.1ms           | 4.79±0.1ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 42.7±2ms             | 42.2±1ms            |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 824±5ms              | 827±9ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.56±0.04s           | 1.57±0.01s          |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 454±6ms              | 434±4ms             |    0.95 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 110±2M               | 122±6M              |    1.11 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 35.9±2ms             | 38.7±1ms            |    1.08 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.01M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 341±7ns              | 349±2ns             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 198±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 739±0.2k             | 741±0.3k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.8±0.3ms           | 17.0±0.3ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.9±0.2ms           | 20.6±0.2ms          |    1.04 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.29±0M              | 1.29±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0M                | 25.1±0.07M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 109±1ms              | 112±2ms             |    1.03 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 594±2ms              | 597±5ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.34±0.05M           | 1.36±0.05M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.4±0.04M           | 96.4±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 70.3±1ms             | 69.4±2ms            |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 546±3ms              | 550±3ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.22±0.03M           | 1.23±0.04M          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.3±0.02M           | 96.3±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 7.16±0.2ms           | 6.94±0.06ms         |    0.97 | plot.AuxSort.time_aux_sort                                                                  |
|          | 77.0±4ms             | 81.5±2ms            |    1.06 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 108±1ms              | 108±1ms             |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 53.2±2ms             | 52.8±2ms            |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.02M            | 107±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.02M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.53±0.1ms           | 4.62±0.2ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 76.6±1ms             | 75.3±2ms            |    0.98 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 45.8±0.6ms           | 45.5±1ms            |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 502±7ms              | 500±5ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 83.6±0.4ns           | 85.0±0.6ns          |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 58.0±0.9ms           | 60.3±3ms            |    1.04 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 83.9±0.6ns           | 84.3±0.4ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 441±4ms              | 445±5ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 29.7±0.2k            | 29.7±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.89±0.2M            | 1.72±0.1M           |    0.91 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 29.8±0.2k            | 29.6±0.2k           |    0.99 | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 208±20M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.0±0.7ms           | 38.2±0.8ms          |    0.96 | stats.PearsonR.time_lazy                                                                    |
|          | 9.23±0.2ms           | 9.28±0.5ms          |    1.01 | stats.PearsonR.time_real                                                                    |
|          | 29.5±0.2M            | 29.5±0.7M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.1±0.4ms           | 23.5±1ms            |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 62.0±0.8ms           | 61.9±0.9ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 14140041195

[trexfeathers]

It does genuinely look like there are some just measurable improvements in FF loading, presumably thanks to Dask.