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@scitools-ci scitools-ci bot commented Feb 21, 2025

Lockfiles updated to the latest resolvable environment.

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

@scitools-ci scitools-ci bot added Bot A bot generated issue/pull-request New: Pull Request labels Feb 21, 2025
@github-actions github-actions bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Feb 21, 2025
@trexfeathers
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Man that was fast. The whole run took 80 seconds. Conda/Mamba have certainly improved over the last couple of years.

trexfeathers
trexfeathers previously approved these changes Feb 21, 2025
@trexfeathers trexfeathers dismissed their stale review February 21, 2025 10:51

I reviewed the changes and foolishly assumed the CI would pass!

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codecov bot commented Feb 21, 2025

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.88%. Comparing base (27c3814) to head (809b94d).
Report is 92 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #6330   +/-   ##
=======================================
  Coverage   89.88%   89.88%           
=======================================
  Files          90       90           
  Lines       23447    23447           
  Branches     4361     4361           
=======================================
  Hits        21076    21076           
  Misses       1644     1644           
  Partials      727      727           

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@pp-mo
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pp-mo commented Feb 21, 2025

The problem with the docstest is a bit of a mystery to me.
I think it may be failing purely due to the warning line :
WARNING: while setting up extension sphinxcontrib.apidoc: Failed to convert [[<class 'str'>]] to a frozenset
Which means it fails the docs build, and doesn't even run any tests.

Checking the difference between the built envs in the logs on a previous OK run (on #6327), it seems the only likely culprit is sphinx itself v 8.1.3 --> 8.2.0

But in that case I'm not quite sure why the docs build itself was OK.
I guess RTD does things somewhat differently ?

And if it's a problem with sphinx, or something subtle between latest sphinx and sphinxcontrib-apidoc, not sure how to address.
We could pin sphinx version to see if it fixes, but as an actual solution, it's pants

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pp-mo commented Feb 21, 2025

not sure how to address.

of course, one way would be to make this the time we try switching from "make doctest" to "pytest --doctest-modules"
??

I've not really much idea how good that is, or how much work it would take

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⏱️ Performance Benchmark Report: a541b38

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [e30e6236]    | After [a541b38d]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 57.6±0.4ms           | 57.9±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 58.3±0.6ms           | 58.5±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 198±3ms              | 202±1ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 199±1ms              | 200±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 36.4±0.2ms           | 37.3±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 37.3±0.4ms           | 37.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 36.9±0.3ms           | 36.7±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 37.3±0.5ms           | 37.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 49.8±0.6ms           | 50.2±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 50.3±0.5ms           | 50.8±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 130±1ms              | 131±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 132±1ms              | 133±0.8ms           |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 56.1±0.6ms           | 54.9±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 55.3±0.7ms           | 55.3±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 62.4±0.5ms           | 61.8±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 62.5±0.9ms           | 63.0±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 50.0±0.5ms           | 50.2±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 50.9±0.7ms           | 51.0±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.09±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.09±0.01s           | 1.09±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 478±20ms             | 485±9ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 486±20ms             | 486±10ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 35.3±0.3ms           | 35.9±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 36.6±0.2ms           | 36.4±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 64.3±0.7ms           | 65.3±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 65.6±0.7ms           | 66.0±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 69.1±1ms             | 69.2±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 69.0±1ms             | 69.3±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 64.9±0.7ms           | 65.1±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 64.4±0.4ms           | 65.1±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 24.6±0.3ms           | 24.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 28.9±0.2ms           | 28.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 134±0.9ms            | 133±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 148±0.6ms            | 149±0.6ms           |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 21.8±0.3ms           | 22.5±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 26.6±0.3ms           | 26.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 22.1±0.2ms           | 22.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 26.7±0.1ms           | 26.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 23.2±0.1ms           | 23.0±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 27.6±0.4ms           | 27.5±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 36.6±0.8ms           | 36.2±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 39.9±0.5ms           | 40.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 23.3±0.2ms           | 23.8±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 27.8±0.3ms           | 27.9±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 25.9±0.3ms           | 26.2±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 30.5±0.4ms           | 30.2±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 23.1±0.3ms           | 23.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 27.5±0.1ms           | 27.8±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 547±6ms              | 547±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 549±1ms              | 550±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 147±1ms              | 148±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 166±0.7ms            | 168±0.5ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 21.8±0.2ms           | 22.3±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 26.2±0.1ms           | 26.5±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 25.2±0.2ms           | 25.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 29.8±0.3ms           | 29.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 25.0±0.2ms           | 25.1±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 29.3±0.2ms           | 29.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 24.5±0.3ms           | 24.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 28.7±0.3ms           | 28.8±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 89.0±1ms             | 89.8±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 90.6±0.6ms           | 90.5±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 101±0.7ms            | 101±1ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 102±1ms              | 102±0.8ms           |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 61.2±2ms             | 60.7±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 61.3±0.3ms           | 61.6±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 30.2±1ms             | 29.5±0.3ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 33.9±0.7ms           | 33.6±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 31.3±0.4ms           | 31.4±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 35.1±0.4ms           | 35.9±0.6ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 24.8±0.2ms           | 25.2±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 29.5±0.2ms           | 29.7±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 309±3ms              | 311±4ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 330±3ms              | 332±2ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.14±0.01ms          | 1.16±0.01ms         |    1.02 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 402±10μs             | 412±5μs             |    1.02 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 952±10μs             | 975±8μs             |    1.02 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 580±9μs              | 598±8μs             |    1.03 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 228±2ms              | 227±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 120±2ms              | 119±2ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 256±3ms              | 254±2ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.7±0.1μs           | 17.1±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 316±3ms              | 318±1ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 212±2ms              | 211±2ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 343±1ms              | 343±3ms             |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.0±0.2μs           | 17.2±0.2μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 228±2ms              | 227±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 121±1ms              | 121±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 251±2ms              | 252±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.8±0.5μs           | 53.2±0.5μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 317±2ms              | 318±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 208±3ms              | 209±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 341±3ms              | 342±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.0±0.6μs           | 55.6±0.7μs          |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 794±5μs              | 786±8μs             |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 183±3μs              | 178±1μs             |    0.97 | import_iris.Iris.time__constraints                                                          |
|          | 109±0.6μs            | 109±2μs             |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 92.0±0.9μs           | 90.4±0.3μs          |    0.98 | import_iris.Iris.time__deprecation                                                          |
|          | 159±1μs              | 158±0.7μs           |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 912±8μs              | 910±7μs             |    1    | import_iris.Iris.time__merge                                                                |
|          | 75.5±0.2μs           | 74.7±0.6μs          |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 597±4μs              | 604±3μs             |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 139±0.9μs            | 140±1μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 108±2μs              | 108±0.8μs           |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 242±1μs              | 247±5μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 188±3μs              | 188±1μs             |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±0.5μs            | 110±1μs             |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 139±0.9μs            | 140±3μs             |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 330±2μs              | 341±5μs             |    1.03 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.8±0.6μs           | 93.8±0.9μs          |    1.01 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 216±2μs              | 217±5μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.7±0.6μs           | 95.7±0.8μs          |    1    | import_iris.Iris.time_analysis_stats                                                        |
|          | 174±5μs              | 172±3μs             |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 307±4μs              | 303±3μs             |    0.99 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.7±0.3μs           | 82.0±0.9μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 160±1μs              | 161±2μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.35±0.01ms          | 1.35±0.03ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 165±1μs              | 164±4μs             |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.21±0.02ms          | 1.20±0.01ms         |    0.99 | import_iris.Iris.time_common_resolve                                                        |
|          | 195±2μs              | 198±3μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 124±0.6μs            | 125±1μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 361±3μs              | 363±3μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 757±6μs              | 758±3μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 658±9μs              | 661±10μs            |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 220±1μs              | 224±3μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 76.9±0.7μs           | 74.7±1μs            |    0.97 | import_iris.Iris.time_experimental                                                          |
|          | 183±2μs              | 184±0.9μs           |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 257±3μs              | 256±5μs             |    0.99 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.66±0.02ms          | 2.74±0.01ms         |    1.03 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 78.6±0.9μs           | 76.8±0.5μs          |    0.98 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 113±0.6μs            | 112±0.6μs           |    0.99 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 410±4μs              | 410±3μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.79±0.03ms          | 4.81±0.03ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.3±1μs             | 72.8±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 258±1μs              | 257±8μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 117±0.9μs            | 117±1μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 122±1μs              | 122±1μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 212±2μs              | 214±4μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 794±20μs             | 797±6μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 183±6μs              | 185±4μs             |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 137±4μs              | 136±2μs             |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 566±9μs              | 554±3μs             |    0.98 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 215±2μs              | 216±2μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.6±0.2μs           | 81.0±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 160±2μs              | 159±1μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±1μs              | 135±0.8μs           |    0.98 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.5±0.2μs           | 74.4±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 80.5±1μs             | 80.2±0.7μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 990±10μs             | 997±9μs             |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 134±0.8μs            | 135±2μs             |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 172±2μs              | 170±1μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 299±5μs              | 292±2μs             |    0.98 | import_iris.Iris.time_iris                                                                  |
|          | 126±0.8μs            | 125±0.8μs           |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 8.11±0.08ms          | 8.03±0.1ms          |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.92±0.03ms          | 1.95±0.01ms         |    1.02 | import_iris.Iris.time_plot                                                                  |
|          | 104±0.7μs            | 102±0.8μs           |    0.98 | import_iris.Iris.time_quickplot                                                             |
|          | 2.17±0.03ms          | 2.21±0.03ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.76±0.01ms          | 1.82±0.04ms         |    1.03 | import_iris.Iris.time_symbols                                                               |
|          | 85.5±1ms             | 85.8±1ms            |    1    | import_iris.Iris.time_tests                                                                 |
|          | 269±0.9μs            | 269±2μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.97±0.02ms          | 5.05±0.07ms         |    1.02 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 124±0.8μs            | 123±0.8μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.94±0ms             | 2.91±0.01ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0.03ms          | 1.34±0ms            |    1.03 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 184±4μs              | 176±3μs             |    0.95 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.3±0.6μs           | 96.9±0.5μs          |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 339±2μs              | 343±3μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 69.8±0.6μs           | 72.5±0.7μs          |    1.04 | iterate.IZip.time_izip                                                                      |
|          | 9.96±0.05ms          | 9.96±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.0±0.3ms           | 15.8±0.4ms          |    1.05 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.99±0.2ms           | 10.0±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.1±0.1ms           | 10.0±0.08ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.8±0.01ms          | 12.9±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.00±0.06ms         | 10.2±0.04ms         |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.55±0.01s           | 1.55±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.6±0.2ms           | 11.6±0.1ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.55±0.01s           | 1.57±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.54±0.02s           | 1.58±0.01s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.5±0.05ms          | 11.5±0.04ms         |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.56±0s              | 1.59±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.20±0.02ms          | 5.25±0.07ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.3±0.07ms          | 11.5±0.2ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.11±0.02ms          | 5.15±0.09ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.19±0.02ms          | 5.18±0.06ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.3±0.03ms          | 11.3±0.06ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.16±0.04ms          | 5.11±0.06ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.4±1ms             | 22.8±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 21.2±0.2ms           | 21.2±0.2ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.3±0.6ms           | 11.8±0.9ms          |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.2±0.7ms           | 26.9±0.7ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 67.8±0.7ms           | 68.1±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 25.6±0.6ms           | 26.5±0.6ms          |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 481±3ms              | 486±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.58±0.04ms          | 2.64±0.08ms         |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 483±2ms              | 483±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 489±3ms              | 494±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.61±0.06ms          | 2.71±0.1ms          |    1.04 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 491±3ms              | 493±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.71±0.05ms          | 1.70±0.06ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.57±0.1ms           | 2.65±0.07ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.68±0.07ms          | 1.63±0.06ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.72±0.04ms          | 1.75±0.08ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.68±0.08ms          | 2.67±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.70±0.04ms          | 1.66±0.03ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 347±3ms              | 346±2ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 84.5±0.9ms           | 84.1±0.7ms          |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 10.0±0.08ms          | 10.2±0.2ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.1±0.04ms          | 10.0±0.1ms          |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.56±0s              | 1.58±0.02s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.56±0.02s           | 1.56±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.22±0.03ms          | 5.20±0.04ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.16±0.03ms          | 5.17±0.05ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.20±0.1ms           | 9.10±0.1ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 6.07±0.1ms           | 6.03±0.03ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.53±0.01s           | 1.56±0.03s          |    1.02 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 555±3ms              | 556±2ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.41±0.06ms          | 4.39±0.04ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.25±0.02ms          | 4.20±0.04ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 170±1ms              | 170±1ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.5±0.05ms          | 14.4±0.07ms         |    0.99 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 175±1ms              | 171±2ms             |    0.98 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 33.2±0.2ms           | 33.1±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.2±0.05ms          | 14.1±0.07ms         |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 33.4±0.09ms          | 33.8±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.1±0.1ms           | 13.3±0.3ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 45.9±0.5ms           | 46.3±0.5ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.49±0.1ms           | 8.54±0.1ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.5±0.1ms           | 15.3±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.3±0.2ms           | 13.2±0.3ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.1±0.2ms           | 14.2±0.3ms          |    0.94 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.91±1ms             | 8.58±0.2ms          |    0.96 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.2±0.2ms           | 10.9±0.3ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 14.1±0.1ms           | 14.2±0.3ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 56.1±1ms             | 57.1±0.7ms          |    1.02 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.4±0.3ms           | 14.2±0.1ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.6±0.2ms           | 16.0±0.2ms          |    0.96 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.58±0.07ms          | 2.52±0.1ms          |    0.98 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.44±0.06ms          | 3.45±0.04ms         |    1    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 34.6±0.5ms           | 35.2±0.7ms          |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 794±5ms              | 791±5ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 435±3ms              | 438±5ms             |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 436±4ms              | 439±4ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.5M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.5M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 48.9±0.2ms           | 48.9±0.3ms          |    1    | merge_concat.Merge.time_merge                                                               |
|          | 1.62±0.2M            | 1.62±0.2M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 413±7ns              | 401±2ns             |    0.97 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 213±2ms              | 204±1ms             |    0.96 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 650±1k               | 650±1k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 17.2±0.08ms          | 17.3±0.1ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.7±0.3ms           | 19.5±0.2ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.13±0M              | 1.13±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 13±0M                | 13±0M               |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 105±0.6ms            | 104±0.8ms           |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 590±5ms              | 585±3ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.23±0.01M           | 1.16±0.05M          |    0.94 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.3±0.04M           | 96.3±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 65.5±0.6ms           | 64.7±0.7ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 546±6ms              | 537±3ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.11±0.01M           | 1.12±0.01M          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.01M           | 96.2±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.60±0.04ms          | 6.60±0.03ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 77.1±2ms             | 76.4±3ms            |    0.99 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 99.8±1ms             | 99.0±1ms            |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 48.1±0.7ms           | 46.9±0.4ms          |    0.98 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.04M            | 106±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.01M            | 147±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.49±0.02ms          | 4.43±0.02ms         |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 71.7±0.8ms           | 72.3±0.6ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 43.9±1ms             | 43.6±0.3ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 479±4ms              | 481±4ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 88.1±1ns             | 98.8±1ns            |    1.12 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 53.3±0.5ms           | 54.1±0.2ms          |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.9±0.9ns           | 95.4±2ns            |    1.08 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 420±2ms              | 422±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.3±0.1k            | 30.3±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.73±0.2M            | 1.71±0.1M           |    0.99 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.3±0.1k            | 30.3±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 208±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.9±0.4ms           | 41.0±0.5ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 8.92±0.09ms          | 8.76±0.2ms          |    0.98 | stats.PearsonR.time_real                                                                    |
|          | 24.4±0.9M            | 24.4±1M             |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 20.1±0.08ms          | 20.0±0.2ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 66.9±0.2ms           | 67.4±0.4ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.07M           | 12.1±0.04M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 13455132883

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⏱️ Performance Benchmark Report: a541b38

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [e30e6236]    | After [a541b38d]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 58.0±0.8ms           | 58.8±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 59.2±0.9ms           | 59.2±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 201±1ms              | 202±3ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 203±3ms              | 202±1ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 37.5±0.4ms           | 37.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 37.5±0.4ms           | 37.8±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 37.4±0.5ms           | 37.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 38.4±0.7ms           | 37.9±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 50.1±0.6ms           | 50.4±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 50.7±0.7ms           | 51.7±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 132±1ms              | 132±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 131±2ms              | 132±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 54.9±0.5ms           | 55.3±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 55.5±0.6ms           | 56.2±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 62.8±0.7ms           | 62.7±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 63.0±0.6ms           | 64.0±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 50.5±0.6ms           | 51.1±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 50.9±0.7ms           | 51.8±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.01s           | 1.10±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.10±0.01s           | 1.12±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 486±10ms             | 489±7ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 490±10ms             | 500±10ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 36.2±0.5ms           | 36.1±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 36.9±0.6ms           | 37.5±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 65.7±0.8ms           | 65.5±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 66.4±0.6ms           | 66.7±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 68.8±0.7ms           | 69.9±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 69.5±0.9ms           | 70.4±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 63.9±0.7ms           | 64.9±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 65.1±0.7ms           | 65.1±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 24.8±0.4ms           | 24.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 29.2±0.6ms           | 29.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 134±0.7ms            | 134±0.5ms           |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 150±1ms              | 151±0.9ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 22.6±0.3ms           | 22.3±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 26.8±0.3ms           | 27.1±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 22.6±0.1ms           | 22.7±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 26.9±0.4ms           | 26.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 23.6±0.4ms           | 23.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 27.9±0.3ms           | 27.8±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 35.7±0.7ms           | 36.2±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 40.3±0.5ms           | 40.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 23.8±0.4ms           | 24.0±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 28.5±0.3ms           | 28.5±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 26.5±0.3ms           | 26.3±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 30.7±0.3ms           | 30.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 23.5±0.3ms           | 23.7±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 27.9±0.3ms           | 28.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 546±3ms              | 556±4ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 557±4ms              | 554±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 149±0.6ms            | 150±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 168±1ms              | 168±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 22.4±0.2ms           | 22.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 26.6±0.2ms           | 26.8±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 25.6±0.2ms           | 26.0±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 29.9±0.4ms           | 29.9±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 25.5±0.3ms           | 25.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 29.8±0.09ms          | 30.0±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 24.8±0.2ms           | 24.6±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 29.4±0.5ms           | 29.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 90.2±0.7ms           | 90.6±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 90.7±0.8ms           | 90.6±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 101±0.8ms            | 103±1ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 103±1ms              | 104±0.8ms           |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 61.4±0.6ms           | 60.8±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 61.8±1ms             | 61.7±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 29.6±0.5ms           | 29.8±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 33.9±0.4ms           | 34.7±0.4ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 31.7±0.5ms           | 31.8±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 35.6±0.5ms           | 36.0±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 25.7±0.5ms           | 25.8±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 29.9±0.3ms           | 30.0±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 317±3ms              | 321±5ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 332±3ms              | 339±3ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.13±0.01ms          | 1.14±0.01ms         |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 396±6μs              | 415±3μs             |    1.05 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 956±8μs              | 1.00±0.01ms         |    1.05 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 587±9μs              | 599±3μs             |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 232±2ms              | 229±1ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 122±3ms              | 123±2ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 257±2ms              | 254±2ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.6±0.3μs           | 17.2±0.3μs          |    1.04 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 321±2ms              | 323±4ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 211±3ms              | 213±1ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 346±5ms              | 346±6ms             |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.8±0.1μs           | 17.4±0.09μs         |    1.04 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 230±3ms              | 229±4ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 123±1ms              | 123±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 257±5ms              | 254±4ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.5±0.3μs           | 53.2±0.3μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 321±3ms              | 321±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 212±3ms              | 213±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 349±4ms              | 346±4ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.9±0.5μs           | 54.9±0.7μs          |    0.98 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 789±5μs              | 803±6μs             |    1.02 | import_iris.Iris.time__concatenate                                                          |
|          | 179±1μs              | 180±4μs             |    1.01 | import_iris.Iris.time__constraints                                                          |
|          | 108±2μs              | 108±1μs             |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 92.6±2μs             | 91.4±0.5μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 156±2μs              | 159±1μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 911±4μs              | 925±9μs             |    1.02 | import_iris.Iris.time__merge                                                                |
|          | 76.0±0.7μs           | 75.5±0.5μs          |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 600±2μs              | 600±5μs             |    1    | import_iris.Iris.time_analysis                                                              |
|          | 139±1μs              | 139±1μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 108±0.7μs            | 108±0.9μs           |    1    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 243±2μs              | 245±5μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 186±2μs              | 188±1μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 109±0.3μs            | 109±0.6μs           |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 140±2μs              | 137±2μs             |    0.98 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 337±5μs              | 331±3μs             |    0.98 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 94.4±1μs             | 92.3±0.8μs          |    0.98 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 214±1μs              | 222±4μs             |    1.04 | import_iris.Iris.time_analysis_maths                                                        |
|          | 96.9±0.4μs           | 95.9±0.8μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 172±2μs              | 172±1μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 303±3μs              | 305±4μs             |    1.01 | import_iris.Iris.time_aux_factory                                                           |
|          | 83.4±1μs             | 82.9±1μs            |    0.99 | import_iris.Iris.time_common                                                                |
|          | 161±0.9μs            | 159±0.5μs           |    0.99 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.35±0.01ms          | 1.35±0.01ms         |    1    | import_iris.Iris.time_common_metadata                                                       |
|          | 164±1μs              | 162±1μs             |    0.99 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.20±0.01ms          | 1.20±0ms            |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 198±1μs              | 197±2μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 124±2μs              | 123±2μs             |    0.99 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 365±6μs              | 367±6μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 759±10μs             | 763±4μs             |    1.01 | import_iris.Iris.time_coords                                                                |
|          | 653±5μs              | 661±3μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 223±2μs              | 220±3μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 75.5±2μs             | 76.1±0.4μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 183±6μs              | 185±1μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 250±9μs              | 255±2μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.65±0.02ms          | 2.78±0.05ms         |    1.05 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 77.7±0.5μs           | 77.2±0.6μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 114±0.6μs            | 113±3μs             |    0.99 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 411±4μs              | 416±5μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.79±0.01ms          | 4.79±0.02ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 74.5±0.7μs           | 73.9±1μs            |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 262±5μs              | 260±3μs             |    0.99 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 119±2μs              | 119±1μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 123±1μs              | 125±2μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 209±2μs              | 215±5μs             |    1.03 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 784±9μs              | 802±10μs            |    1.02 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 182±1μs              | 182±3μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 137±1μs              | 135±1μs             |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 555±5μs              | 558±7μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 220±6μs              | 219±1μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.7±0.7μs           | 81.8±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±2μs              | 159±0.9μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±0.9μs            | 136±0.7μs           |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 75.7±0.6μs           | 75.0±0.5μs          |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 81.2±1μs             | 82.1±0.5μs          |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 983±9μs              | 1.02±0ms            |    1.04 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 134±0.4μs            | 134±0.6μs           |    1    | import_iris.Iris.time_io                                                                    |
|          | 172±1μs              | 171±1μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 295±2μs              | 295±2μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 126±1μs              | 126±1μs             |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.17±0.08ms          | 8.18±0.03ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.92±0.01ms          | 1.92±0.01ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 104±1μs              | 104±0.6μs           |    0.99 | import_iris.Iris.time_quickplot                                                             |
|          | 2.17±0.04ms          | 2.24±0.04ms         |    1.03 | import_iris.Iris.time_std_names                                                             |
|          | 1.79±0.02ms          | 1.83±0.01ms         |    1.02 | import_iris.Iris.time_symbols                                                               |
|          | 84.7±1ms             | 86.6±1ms            |    1.02 | import_iris.Iris.time_tests                                                                 |
|          | 274±4μs              | 270±2μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.94±0.03ms          | 4.99±0.05ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 125±1μs              | 124±0.6μs           |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.94±0.01ms          | 2.93±0.02ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0ms             | 1.34±0ms            |    1.05 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 181±4μs              | 177±3μs             |    0.98 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 98.4±0.8μs           | 97.6±0.6μs          |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 337±4μs              | 342±5μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 72.0±0.8μs           | 72.4±0.7μs          |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 10.1±0.1ms           | 10.0±0.06ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 14.9±0.8ms           | 15.9±0.4ms          |    1.07 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.1±0.1ms           | 10.1±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.98±0.06ms          | 10.1±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.6±0.09ms          | 12.9±0.1ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.1±0.1ms           | 10.1±0.09ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.55±0.01s           | 1.58±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.5±0.06ms          | 11.8±0.2ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.58±0.01s           | 1.60±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.57±0s              | 1.58±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.6±0.08ms          | 11.6±0.06ms         |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.58±0.01s           | 1.59±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.18±0.03ms          | 5.19±0.05ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.3±0.1ms           | 11.4±0.08ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.20±0.08ms          | 5.19±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.24±0.05ms          | 5.19±0.04ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.3±0.1ms           | 11.5±0.1ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.24±0.06ms          | 5.15±0.03ms         |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.4±1ms             | 22.9±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 20.0±0.7ms           | 19.3±0.5ms          |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.5±0.8ms           | 11.8±0.6ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.1±1ms             | 27.1±0.5ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 69.0±0.8ms           | 68.5±0.8ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.8±0.4ms           | 25.6±0.6ms          |    0.95 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 486±5ms              | 484±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.64±0.05ms          | 2.77±0.09ms         |    1.05 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 485±3ms              | 488±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 498±3ms              | 497±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.71±0.08ms          | 2.85±0.2ms          |    1.05 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 494±4ms              | 502±5ms             |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.69±0.1ms           | 1.73±0.05ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.55±0.1ms           | 2.64±0.05ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.67±0.05ms          | 1.72±0.06ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.78±0.08ms          | 1.73±0.03ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.67±0.05ms          | 2.73±0.08ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.66±0.04ms          | 1.76±0.06ms         |    1.06 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 349±5ms              | 353±5ms             |    1.01 | load.ManyCubes.time_many_cube_load                                                          |
|          | 84.1±0.9ms           | 87.7±1ms            |    1.04 | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.08ms          | 10.2±0.07ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.2±0.06ms          | 10.1±0.08ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.59±0.01s           | 1.58±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.60±0.02s           | 1.59±0.02s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.25±0.03ms          | 5.26±0.09ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.21±0.01ms          | 5.16±0.03ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.13±0.1ms           | 9.14±0.1ms          |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 6.01±0.05ms          | 6.07±0.06ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.56±0.02s           | 1.57±0.02s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 565±7ms              | 563±10ms            |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.42±0.03ms          | 4.40±0.05ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.24±0.02ms          | 4.33±0.06ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 173±1ms              | 173±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.5±0.2ms           | 14.6±0.1ms          |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 174±1ms              | 173±1ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 33.9±0.2ms           | 33.5±0.3ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.1±0.09ms          | 14.3±0.3ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 33.3±0.4ms           | 33.5±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.4±0.2ms           | 13.4±0.1ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 46.5±0.5ms           | 46.3±0.8ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.66±0.06ms          | 8.68±0.1ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.6±0.1ms           | 15.8±0.5ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.3±0.2ms           | 13.4±0.2ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.0±0.7ms           | 14.8±0.3ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.61±0.1ms           | 8.78±0.3ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.2±0.1ms           | 11.5±0.3ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 14.1±0.1ms           | 14.3±0.4ms          |    1.02 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 58.0±0.4ms           | 57.5±1ms            |    0.99 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.3±0.2ms           | 14.3±0.2ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.3±0.1ms           | 16.6±0.3ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.67±0.2ms           | 2.68±0.1ms          |    1.01 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.78±0.2ms           | 3.68±0.1ms          |    0.97 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 37.3±3ms             | 37.2±2ms            |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 804±30ms             | 801±20ms            |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 440±4ms              | 438±4ms             |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 438±3ms              | 438±5ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.5M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.5M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 49.6±0.8ms           | 49.7±0.3ms          |    1    | merge_concat.Merge.time_merge                                                               |
|          | 1.62±0.2M            | 1.62±0.2M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 405±4ns              | 404±5ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 214±1ms              | 205±1ms             |    0.96 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 650±1k               | 650±0.9k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 17.5±0.1ms           | 17.7±0.2ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 19.7±0.5ms           | 20.1±0.6ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.13±0M              | 1.13±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 13±0M                | 13±0.01M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 103±0.9ms            | 105±1ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 596±7ms              | 588±6ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.23±0.04M           | 1.23±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.3±0.04M           | 96.3±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 65.7±0.6ms           | 65.7±0.7ms          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 555±3ms              | 539±6ms             |    0.97 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.13±0.01M           | 1.13±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.1±0.02M           | 96.2±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.60±0.1ms           | 6.66±0.06ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 77.6±3ms             | 78.8±3ms            |    1.02 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 99.4±1ms             | 99.0±0.6ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 50.5±0.8ms           | 48.0±2ms            |    0.95 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.04M            | 106±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.01M            | 147±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.40±0.03ms          | 4.53±0.02ms         |    1.03 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 72.3±0.6ms           | 72.4±0.3ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 44.6±2ms             | 43.4±0.6ms          |    0.97 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 500±5ms              | 486±6ms             |    0.97 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 89.1±2ns             | 98.6±0.7ns          |    1.11 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 54.3±0.3ms           | 54.7±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 91.9±2ns             | 95.9±2ns            |    1.04 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 434±5ms              | 427±5ms             |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.3±0.1k            | 30.3±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.82±0.07M           | 1.77±0.1M           |    0.98 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.3±0.2k            | 30.3±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 207±20M              | 191±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 41.8±0.5ms           | 41.2±0.5ms          |    0.99 | stats.PearsonR.time_lazy                                                                    |
|          | 9.16±0.2ms           | 9.03±0.2ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 24.4±2M              | 24.5±0.7M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 20.5±0.2ms           | 20.4±0.2ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 66.5±0.5ms           | 68.4±0.9ms          |    1.03 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.07M           | 12.1±0.04M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 13455132873

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⏱️ Performance Benchmark Report: a541b38

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [e30e6236]    | After [a541b38d]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 59.3±0.3ms           | 60.6±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 60.3±0.8ms           | 61.4±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 209±3ms              | 211±3ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 209±3ms              | 212±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 38.3±0.5ms           | 38.6±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 39.0±0.7ms           | 39.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 38.1±0.8ms           | 39.1±0.8ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 38.5±0.5ms           | 40.4±0.6ms          |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 52.0±0.7ms           | 53.2±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 52.9±0.6ms           | 53.3±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 135±2ms              | 136±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 134±2ms              | 136±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 57.2±0.4ms           | 57.7±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 57.4±0.9ms           | 57.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 64.5±1ms             | 65.3±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 64.8±0.7ms           | 65.9±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 52.1±0.6ms           | 52.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 52.6±0.7ms           | 53.2±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.10±0.02s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.09±0.01s           | 1.10±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 482±20ms             | 514±10ms            |    1.07 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 491±20ms             | 509±10ms            |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 37.2±0.7ms           | 37.8±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 38.0±0.8ms           | 38.5±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 67.3±0.6ms           | 67.9±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 67.9±0.6ms           | 68.8±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 71.1±1ms             | 71.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 72.0±0.7ms           | 73.2±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 66.0±0.6ms           | 68.0±0.6ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 67.0±0.7ms           | 67.9±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 25.4±0.4ms           | 26.0±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 30.1±0.5ms           | 30.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 141±2ms              | 143±1ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 157±2ms              | 160±2ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 23.4±0.4ms           | 24.1±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 27.8±0.3ms           | 27.9±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 23.3±0.3ms           | 23.5±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 27.6±0.4ms           | 28.3±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 24.3±0.3ms           | 24.6±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 28.6±0.6ms           | 29.0±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 37.4±0.8ms           | 38.1±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 41.6±0.4ms           | 42.8±0.7ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 24.6±0.5ms           | 25.1±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 29.2±0.2ms           | 29.6±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 27.7±0.9ms           | 27.7±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 31.6±0.5ms           | 32.3±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 24.7±0.5ms           | 24.8±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 29.2±0.4ms           | 28.8±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 550±5ms              | 552±4ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 554±5ms              | 559±4ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 156±2ms              | 159±2ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 176±1ms              | 177±0.7ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 23.3±0.4ms           | 23.4±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 27.6±0.4ms           | 28.1±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 26.8±0.6ms           | 27.0±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 30.8±0.5ms           | 31.5±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 26.6±0.3ms           | 26.8±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 30.7±0.5ms           | 31.6±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 25.7±0.7ms           | 26.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 30.0±0.4ms           | 31.1±0.2ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 92.8±0.8ms           | 94.2±0.8ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 92.9±1ms             | 94.0±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 105±1ms              | 106±2ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 106±2ms              | 107±1ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 62.8±0.6ms           | 64.0±0.5ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 63.6±0.8ms           | 64.1±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 31.0±0.8ms           | 31.5±0.7ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 35.4±0.7ms           | 35.5±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 32.5±0.7ms           | 33.2±0.5ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 36.7±0.7ms           | 37.8±0.7ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 26.3±0.5ms           | 26.9±0.4ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 30.8±0.4ms           | 31.1±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 318±3ms              | 327±3ms             |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 340±3ms              | 348±3ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.12±0.01ms          | 1.17±0.02ms         |    1.05 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 408±9μs              | 414±2μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 979±10μs             | 1.00±0.01ms         |    1.02 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 584±4μs              | 605±7μs             |    1.04 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 240±3ms              | 239±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 126±1ms              | 128±2ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 263±3ms              | 266±3ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.7±0.5μs           | 17.4±0.8μs          |    1.04 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 333±4ms              | 337±3ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 223±3ms              | 223±3ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 359±4ms              | 364±4ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.9±0.2μs           | 18.1±0.3μs          |    1.07 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 238±3ms              | 240±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 126±2ms              | 128±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 263±2ms              | 264±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.1±0.3μs           | 54.8±0.7μs          |    1.03 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 333±5ms              | 337±5ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 225±3ms              | 224±3ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 363±2ms              | 362±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 55.4±0.4μs           | 55.9±0.7μs          |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 814±20μs             | 807±20μs            |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 182±1μs              | 188±2μs             |    1.03 | import_iris.Iris.time__constraints                                                          |
|          | 110±0.9μs            | 111±1μs             |    1    | import_iris.Iris.time__data_manager                                                         |
|          | 92.3±1μs             | 93.0±0.8μs          |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 164±3μs              | 162±4μs             |    0.99 | import_iris.Iris.time__lazy_data                                                            |
|          | 927±9μs              | 957±10μs            |    1.03 | import_iris.Iris.time__merge                                                                |
|          | 75.8±0.7μs           | 75.2±0.2μs          |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 624±10μs             | 622±6μs             |    1    | import_iris.Iris.time_analysis                                                              |
|          | 144±2μs              | 140±0.9μs           |    0.97 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 113±2μs              | 109±2μs             |    0.96 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 247±2μs              | 250±3μs             |    1.01 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 191±2μs              | 195±2μs             |    1.02 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 116±2μs              | 112±1μs             |    0.97 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 141±2μs              | 142±3μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 335±3μs              | 342±2μs             |    1.02 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 93.7±0.5μs           | 94.0±0.7μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 218±2μs              | 221±1μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 97.4±1μs             | 98.8±2μs            |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 177±3μs              | 177±4μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 316±5μs              | 322±10μs            |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 83.2±0.7μs           | 84.0±0.4μs          |    1.01 | import_iris.Iris.time_common                                                                |
|          | 163±3μs              | 167±2μs             |    1.03 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.37±0.03ms          | 1.39±0.03ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 169±4μs              | 171±1μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.21±0.01ms          | 1.21±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 201±2μs              | 203±2μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 127±1μs              | 126±3μs             |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 380±10μs             | 374±5μs             |    0.98 | import_iris.Iris.time_coord_systems                                                         |
|          | 763±8μs              | 781±7μs             |    1.02 | import_iris.Iris.time_coords                                                                |
|          | 683±8μs              | 689±20μs            |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 223±2μs              | 227±2μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 76.2±0.1μs           | 75.3±0.4μs          |    0.99 | import_iris.Iris.time_experimental                                                          |
|          | 183±0.9μs            | 186±0.3μs           |    1.02 | import_iris.Iris.time_fileformats                                                           |
|          | 252±2μs              | 263±3μs             |    1.05 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.71±0.05ms          | 2.79±0.08ms         |    1.03 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 78.3±0.9μs           | 78.2±0.2μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 114±2μs              | 115±0.8μs           |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 424±4μs              | 426±20μs            |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.86±0.06ms          | 4.93±0.06ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.3±1μs             | 73.7±0.5μs          |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 263±3μs              | 262±2μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 119±2μs              | 119±2μs             |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 124±0.9μs            | 124±1μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 215±5μs              | 214±3μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 799±10μs             | 817±10μs            |    1.02 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 183±1μs              | 185±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 137±2μs              | 139±2μs             |    1.02 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 556±3μs              | 562±6μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 218±1μs              | 224±2μs             |    1.02 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.6±0.2μs           | 83.0±0.7μs          |    1.02 | import_iris.Iris.time_fileformats_um                                                        |
|          | 164±1μs              | 163±0.7μs           |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±2μs              | 139±1μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 75.1±0.6μs           | 75.6±0.8μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 80.8±0.4μs           | 81.3±0.6μs          |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 992±4μs              | 1.01±0.01ms         |    1.02 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 137±3μs              | 137±2μs             |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 185±4μs              | 179±2μs             |    0.97 | import_iris.Iris.time_io_format_picker                                                      |
|          | 300±2μs              | 301±3μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 129±2μs              | 127±0.8μs           |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 8.19±0.07ms          | 8.47±0.09ms         |    1.04 | import_iris.Iris.time_palette                                                               |
|          | 1.92±0.02ms          | 1.95±0.01ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 104±0.9μs            | 107±0.8μs           |    1.03 | import_iris.Iris.time_quickplot                                                             |
|          | 2.19±0.03ms          | 2.31±0.05ms         |    1.05 | import_iris.Iris.time_std_names                                                             |
|          | 1.79±0.04ms          | 1.85±0.01ms         |    1.03 | import_iris.Iris.time_symbols                                                               |
|          | 33.7±0.6ms           | 33.9±0.5ms          |    1.01 | import_iris.Iris.time_tests                                                                 |
|          | 271±2μs              | 272±0.9μs           |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.01±0.03ms          | 5.01±0.06ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 125±2μs              | 125±0.8μs           |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.95±0.02ms          | 2.96±0.02ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0ms             | 1.36±0.01ms         |    1.05 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 178±0.9μs            | 181±2μs             |    1.02 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.3±1μs             | 99.2±0.7μs          |    1    | import_iris.Iris.time_time                                                                  |
|          | 350±3μs              | 355±8μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 71.5±0.9μs           | 74.2±1μs            |    1.04 | iterate.IZip.time_izip                                                                      |
|          | 10.5±0.2ms           | 10.3±0.1ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.1±0.4ms           | 16.0±0.2ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.2±0.08ms          | 10.3±0.09ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.1±0.08ms          | 10.3±0.07ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.3±0.4ms           | 13.1±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.2±0.08ms          | 10.3±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.60±0.01s           | 1.62±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.0±0.3ms           | 12.0±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.62±0.02s           | 1.64±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.60±0.01s           | 1.63±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.9±0.2ms           | 12.2±0.1ms          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.62±0.01s           | 1.63±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.28±0.1ms           | 5.36±0.07ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.7±0.07ms          | 11.6±0.2ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.27±0.09ms          | 5.35±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.28±0.04ms          | 5.29±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.1±0.3ms           | 11.9±0.2ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.33±0.09ms          | 5.18±0.04ms         |    0.97 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.9±1ms             | 23.7±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 19.9±0.4ms           | 20.2±0.4ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.9±0.7ms           | 12.2±0.9ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.7±0.7ms           | 27.0±0.8ms          |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 69.6±0.6ms           | 69.2±0.7ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.0±0.7ms           | 26.8±0.7ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 508±5ms              | 510±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.95±0.1ms           | 2.84±0.1ms          |    0.96 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 512±5ms              | 513±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 518±3ms              | 524±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.85±0.1ms           | 3.03±0.08ms         |    1.07 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 515±4ms              | 522±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.74±0.05ms          | 1.75±0.06ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.91±0.06ms          | 2.89±0.05ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.76±0.1ms           | 1.78±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.80±0.06ms          | 1.77±0.06ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.84±0.09ms          | 2.91±0.2ms          |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.73±0.05ms          | 1.80±0.09ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 352±2ms              | 359±3ms             |    1.02 | load.ManyCubes.time_many_cube_load                                                          |
|          | 86.7±0.6ms           | 88.4±0.9ms          |    1.02 | load.ManyVars.time_many_var_load                                                            |
|          | 10.3±0.2ms           | 10.4±0.2ms          |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.4±0.1ms           | 10.4±0.08ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.62±0.01s           | 1.64±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.62±0.01s           | 1.65±0.01s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.33±0.04ms          | 5.32±0.04ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.23±0.02ms          | 5.29±0.04ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.36±0.07ms          | 9.38±0.07ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 6.12±0.05ms          | 6.20±0.06ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.59±0.01s           | 1.62±0.02s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 584±10ms             | 591±7ms             |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.47±0.02ms          | 4.46±0.06ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.36±0.05ms          | 4.36±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 176±0.6ms            | 179±1ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.0±0.4ms           | 15.0±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 177±0.8ms            | 180±1ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 34.4±0.4ms           | 34.4±0.6ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.5±0.09ms          | 15.0±0.4ms          |    1.03 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 34.4±0.3ms           | 34.9±0.4ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 14.1±0.4ms           | 14.2±0.5ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 48.0±0.6ms           | 50.0±0.6ms          |    1.04 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.83±0.2ms           | 9.02±0.2ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.6±0.3ms           | 16.6±0.7ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.7±0.3ms           | 14.1±0.5ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.9±0.4ms           | 16.2±0.6ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.13±0.4ms           | 8.97±0.5ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.8±0.5ms           | 12.0±0.6ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 15.1±0.3ms           | 15.1±0.6ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 59.6±0.7ms           | 60.6±0.9ms          |    1.02 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 15.1±0.5ms           | 14.9±0.3ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.7±0.5ms           | 17.6±0.4ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.01±0.08ms          | 2.96±0.1ms          |    0.98 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.21±0.09ms          | 4.19±0.07ms         |    0.99 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 38.8±2ms             | 41.3±1ms            |    1.06 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 800±8ms              | 806±5ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 447±4ms              | 452±4ms             |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 443±7ms              | 454±4ms             |    1.02 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.5M             | 109±0.5M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.5M             | 109±0.5M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 52.6±0.7ms           | 52.4±0.9ms          |    1    | merge_concat.Merge.time_merge                                                               |
|          | 1.62±0.2M            | 1.62±0.2M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 409±3ns              | 475±0.8ns           |    1.16 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 213±2ms              | 207±1ms             |    0.97 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 650±1k               | 650±1k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.1±0.2ms           | 18.4±0.2ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 20.2±0.3ms           | 20.7±0.5ms          |    1.03 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.13±0M              | 1.13±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 13±0M                | 13±0M               |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 110±2ms              | 111±2ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 605±8ms              | 603±8ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.23±0.04M           | 1.23±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.3±0M              | 96.3±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 69.8±1ms             | 67.9±0.8ms          |    0.97 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 555±8ms              | 554±6ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.13±0.02M           | 1.13±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.01M           | 96.2±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.74±0.05ms          | 6.71±0.06ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 77.8±4ms             | 79.9±3ms            |    1.03 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 101±0.8ms            | 101±0.9ms           |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 51.1±1ms             | 52.2±4ms            |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.04M            | 106±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.01M            | 147±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.57±0.05ms          | 4.68±0.04ms         |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 76.1±0.9ms           | 76.2±1ms            |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 44.6±0.8ms           | 44.8±1ms            |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 499±5ms              | 495±2ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.9±1ns             | 98.7±1ns            |    1.12 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 57.6±0.7ms           | 57.3±0.7ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.3±0.5ns           | 96.6±2ns            |    1.11 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 439±3ms              | 435±3ms             |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.3±0.1k            | 30.4±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.5±0.1M             | 1.69±0.1M           |    1.13 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.3±0.1k            | 30.4±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 190±30M              | 207±20M             |    1.09 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 41.8±0.4ms           | 42.5±0.6ms          |    1.02 | stats.PearsonR.time_lazy                                                                    |
|          | 9.40±0.2ms           | 9.29±0.2ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 24.4±2M              | 24.6±1M             |    1.01 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 21.2±0.3ms           | 20.9±0.2ms          |    0.99 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 69.5±0.5ms           | 69.6±0.5ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.07M           | 12.1±0.07M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 13455133069

@trexfeathers
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I think it may be failing purely due to the warning line :
WARNING: while setting up extension sphinxcontrib.apidoc: Failed to convert [[<class 'str'>]] to a frozenset

Yes you're right, and we specifically chose to elevate warnings as the best way to capture badly-build documentation. Read the docs doesn't have this utility, which is why that check passed, but probably still encountered the same warning and may therefore have published documentation that is subtly wrong somewhere.

not sure how to address.

of course, one way would be to make this the time we try switching from "make doctest" to "pytest --doctest-modules" ??

I've not really much idea how good that is, or how much work it would take

While I'm very keen for us to change both doctesting and link-checking to no longer rely on a docs build, we still need 1 docs build somewhere within GitHub Actions so that we can know when something isn't working perfectly. So this wouldn't be a solution.


I will investigate in due course. Lock files mean we are protected from this in our other PRs for the time being.

@scitools-ci scitools-ci bot force-pushed the auto-update-lockfiles branch from 6e3530e to 809b94d Compare February 22, 2025 00:09
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⏱️ Performance Benchmark Report: 46a887f

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [27c3814e]    | After [46a887fe]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 58.9±0.5ms           | 58.6±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 59.7±0.8ms           | 59.0±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 206±4ms              | 203±4ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 206±2ms              | 202±2ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 38.0±0.6ms           | 37.0±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 39.1±0.4ms           | 38.1±0.7ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 38.5±0.5ms           | 36.9±0.5ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 39.8±0.7ms           | 37.9±0.5ms          |    0.95 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 51.7±0.7ms           | 50.5±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 52.9±0.8ms           | 51.6±0.7ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 135±2ms              | 132±1ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 134±2ms              | 132±1ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 56.4±0.6ms           | 55.0±1ms            |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 57.2±1ms             | 55.9±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 63.2±1ms             | 63.0±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 65.1±1ms             | 63.8±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 52.1±0.9ms           | 50.6±0.7ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 52.9±0.7ms           | 50.7±1ms            |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.10±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.10±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 484±9ms              | 495±20ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 484±20ms             | 480±9ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 37.0±0.5ms           | 36.4±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 37.2±0.9ms           | 37.2±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 66.6±0.8ms           | 65.6±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 67.8±1ms             | 67.0±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 70.3±0.7ms           | 69.9±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 70.9±2ms             | 70.7±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 65.7±0.4ms           | 65.5±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 66.9±0.7ms           | 65.8±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 25.6±0.8ms           | 24.7±0.6ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 30.2±0.6ms           | 29.5±1ms            |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 145±7ms              | 134±5ms             |    0.93 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 156±4ms              | 149±5ms             |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 23.6±0.6ms           | 22.8±0.7ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 27.9±0.8ms           | 27.2±0.6ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 23.7±0.9ms           | 22.8±0.6ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 27.9±1ms             | 26.8±0.7ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 24.6±1ms             | 23.4±1ms            |    0.95 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 29.1±0.7ms           | 28.0±0.6ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 37.2±0.8ms           | 36.5±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 41.0±0.9ms           | 40.3±1ms            |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 25.0±0.8ms           | 24.0±0.6ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 28.8±0.4ms           | 28.4±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 27.7±1ms             | 26.4±1ms            |    0.95 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 31.9±1ms             | 30.7±1ms            |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 24.3±0.9ms           | 23.9±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 28.9±0.8ms           | 28.2±0.6ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 550±5ms              | 547±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 552±3ms              | 555±3ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 153±4ms              | 150±6ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 172±3ms              | 170±4ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 22.9±0.8ms           | 22.7±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 27.8±0.9ms           | 27.4±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 25.8±0.6ms           | 25.9±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 30.6±0.6ms           | 30.3±0.9ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 26.5±1ms             | 25.6±0.7ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 30.7±0.8ms           | 30.2±0.7ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 25.7±0.9ms           | 25.7±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 29.6±0.6ms           | 29.3±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 92.0±2ms             | 91.5±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 90.8±1ms             | 91.5±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 103±2ms              | 103±2ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 104±1ms              | 103±2ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 62.0±1ms             | 61.1±0.9ms          |    0.98 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 62.6±0.8ms           | 62.0±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 30.2±0.7ms           | 30.1±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 34.4±0.9ms           | 34.3±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 31.9±0.7ms           | 32.1±0.9ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 35.7±0.9ms           | 36.0±0.9ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 25.6±0.6ms           | 25.8±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 29.8±0.8ms           | 30.0±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 315±7ms              | 319±5ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 334±2ms              | 333±4ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.14±0.01ms          | 1.14±0.02ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 407±4μs              | 407±10μs            |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 987±10μs             | 954±8μs             |    0.97 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 591±5μs              | 583±8μs             |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 232±3ms              | 234±4ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 123±3ms              | 124±3ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 261±3ms              | 263±4ms             |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.5±0.2μs           | 16.9±0.3μs          |    1.03 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 328±7ms              | 323±6ms             |    0.98 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 216±4ms              | 213±6ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 351±9ms              | 349±10ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.9±0.3μs           | 17.4±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 232±3ms              | 235±5ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 123±3ms              | 125±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 260±4ms              | 257±7ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.8±0.2μs           | 53.2±0.6μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 327±5ms              | 322±8ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 214±4ms              | 213±7ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 350±9ms              | 349±10ms            |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.4±0.8μs           | 55.1±0.3μs          |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 797±10μs             | 813±6μs             |    1.02 | import_iris.Iris.time__concatenate                                                          |
|          | 180±3μs              | 182±5μs             |    1.01 | import_iris.Iris.time__constraints                                                          |
|          | 108±1μs              | 109±2μs             |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 91.2±0.3μs           | 92.3±1μs            |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 160±2μs              | 160±2μs             |    1    | import_iris.Iris.time__lazy_data                                                            |
|          | 919±7μs              | 923±10μs            |    1    | import_iris.Iris.time__merge                                                                |
|          | 74.1±0.4μs           | 75.0±1μs            |    1.01 | import_iris.Iris.time__representation                                                       |
|          | 608±10μs             | 605±20μs            |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 139±0.6μs            | 140±2μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 108±1μs              | 110±2μs             |    1.02 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 246±1μs              | 246±2μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±4μs              | 192±3μs             |    1.02 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±1μs              | 110±3μs             |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 142±1μs              | 140±0.6μs           |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 332±3μs              | 331±4μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 93.7±1μs             | 93.2±0.7μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 217±3μs              | 218±0.8μs           |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.8±0.7μs           | 96.4±0.4μs          |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 172±2μs              | 177±4μs             |    1.03 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 312±9μs              | 305±6μs             |    0.98 | import_iris.Iris.time_aux_factory                                                           |
|          | 82.7±1μs             | 82.7±0.4μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 162±4μs              | 163±0.8μs           |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.36±0.01ms          | 1.38±0.02ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 161±2μs              | 166±3μs             |    1.03 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.21±0.01ms          | 1.22±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 200±2μs              | 201±4μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 124±1μs              | 124±2μs             |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 366±2μs              | 365±5μs             |    1    | import_iris.Iris.time_coord_systems                                                         |
|          | 763±10μs             | 764±10μs            |    1    | import_iris.Iris.time_coords                                                                |
|          | 627±5μs              | 631±5μs             |    1.01 | import_iris.Iris.time_cube                                                                  |
|          | 222±4μs              | 222±2μs             |    1    | import_iris.Iris.time_exceptions                                                            |
|          | 74.8±0.7μs           | 74.9±0.3μs          |    1    | import_iris.Iris.time_experimental                                                          |
|          | 184±6μs              | 185±1μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 252±2μs              | 256±3μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.67±0.01ms          | 2.77±0.03ms         |    1.04 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 77.4±1μs             | 78.6±2μs            |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 113±3μs              | 113±0.9μs           |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 428±10μs             | 417±8μs             |    0.97 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.83±0.03ms          | 4.81±0.04ms         |    0.99 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.3±1μs             | 75.9±1μs            |    1.03 | import_iris.Iris.time_fileformats_name                                                      |
|          | 260±4μs              | 261±3μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 119±2μs              | 118±1μs             |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 122±0.9μs            | 123±0.6μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 212±5μs              | 218±3μs             |    1.03 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 794±7μs              | 802±7μs             |    1.01 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 182±5μs              | 183±2μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±2μs              | 135±2μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 557±5μs              | 556±9μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 217±2μs              | 223±3μs             |    1.03 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.0±0.4μs           | 81.0±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 158±4μs              | 164±1μs             |    1.04 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 136±1μs              | 138±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 74.1±0.4μs           | 73.8±0.2μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 80.1±0.4μs           | 80.8±2μs            |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 990±7μs              | 1.01±0.01ms         |    1.02 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 135±0.6μs            | 136±2μs             |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 172±1μs              | 174±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 219±4μs              | 217±1μs             |    0.99 | import_iris.Iris.time_iris                                                                  |
|          | 131±5μs              | 127±1μs             |    0.97 | import_iris.Iris.time_iterate                                                               |
|          | 8.04±0.1ms           | 8.21±0.08ms         |    1.02 | import_iris.Iris.time_palette                                                               |
|          | 1.91±0.01ms          | 1.94±0.03ms         |    1.02 | import_iris.Iris.time_plot                                                                  |
|          | 102±0.4μs            | 103±0.5μs           |    1.01 | import_iris.Iris.time_quickplot                                                             |
|          | 2.22±0.04ms          | 2.23±0.02ms         |    1    | import_iris.Iris.time_std_names                                                             |
|          | 1.77±0.01ms          | 1.82±0.01ms         |    1.03 | import_iris.Iris.time_symbols                                                               |
|          | 13.2±1ms             | 12.6±1ms            |    0.95 | import_iris.Iris.time_tests                                                                 |
|          | 271±8μs              | 274±2μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.98±0.02ms          | 4.99±0.04ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 124±1μs              | 125±0.7μs           |    1.02 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.92±0.01ms          | 2.92±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0.01ms          | 1.35±0.01ms         |    1.04 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 175±4μs              | 179±1μs             |    1.02 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 96.9±0.7μs           | 99.0±1μs            |    1.02 | import_iris.Iris.time_time                                                                  |
|          | 339±3μs              | 343±3μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 72.5±2μs             | 72.0±1μs            |    0.99 | iterate.IZip.time_izip                                                                      |
|          | 10.1±0.1ms           | 9.96±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.1±0.7ms           | 15.5±0.8ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.1±0.04ms          | 10.0±0.2ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.1±0.1ms           | 10.1±0.3ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.9±0.2ms           | 12.9±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.1±0.2ms           | 10.0±0.04ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.55±0.02s           | 1.57±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.6±0.09ms          | 11.8±0.3ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.59±0.02s           | 1.58±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.54±0.01s           | 1.58±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.7±0.1ms           | 11.6±0.2ms          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.58±0.01s           | 1.58±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.23±0.09ms          | 5.23±0.07ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.5±0.2ms           | 11.3±0.2ms          |    0.98 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.20±0.02ms          | 5.21±0.1ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.22±0.03ms          | 5.23±0.1ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.5±0.3ms           | 11.5±0.2ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.13±0.04ms          | 5.09±0.2ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.5±0.5ms           | 22.2±0.8ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 19.6±0.3ms           | 19.5±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.7±1ms             | 11.2±0.5ms          |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.9±0.9ms           | 27.2±0.6ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 68.1±0.6ms           | 69.5±0.8ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.1±0.6ms           | 26.9±0.9ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 487±3ms              | 493±7ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.61±0.09ms          | 2.72±0.07ms         |    1.04 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 488±5ms              | 489±7ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 495±4ms              | 497±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.66±0.06ms          | 2.68±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 494±3ms              | 494±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.72±0.07ms          | 1.70±0.04ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 2.56±0.07ms          | 2.66±0.09ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.69±0.04ms          | 1.71±0.09ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.71±0.06ms          | 1.80±0.07ms         |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.74±0.1ms           | 2.64±0.08ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.71±0.04ms          | 1.76±0.07ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 346±2ms              | 352±4ms             |    1.02 | load.ManyCubes.time_many_cube_load                                                          |
|          | 84.3±0.6ms           | 85.8±1ms            |    1.02 | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.2ms           | 10.1±0.3ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.2±0.06ms          | 10.1±0.09ms         |    0.98 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.57±0.01s           | 1.57±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.59±0.01s           | 1.60±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.20±0.02ms          | 5.25±0.08ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.21±0.03ms          | 5.16±0.06ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.31±0.08ms          | 9.15±0.08ms         |    0.98 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 6.09±0.05ms          | 6.08±0.08ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.57±0.01s           | 1.57±0.02s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 565±7ms              | 561±6ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.45±0.08ms          | 4.39±0.07ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.26±0.07ms          | 4.29±0.09ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 176±1ms              | 171±0.9ms           |    0.97 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.6±0.2ms           | 14.6±0.3ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 174±0.6ms            | 177±2ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 33.5±0.1ms           | 33.8±0.4ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.3±0.3ms           | 14.6±0.5ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 33.9±0.6ms           | 34.5±0.6ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.6±0.2ms           | 13.8±0.6ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 47.9±1ms             | 47.7±1ms            |    0.99 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.64±0.3ms           | 8.72±0.4ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.7±0.7ms           | 15.6±0.7ms          |    0.94 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.5±0.3ms           | 13.5±0.7ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.2±0.4ms           | 14.9±0.9ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.66±0.1ms           | 8.87±0.2ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.8±0.5ms           | 11.4±0.7ms          |    0.96 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 15.0±0.9ms           | 14.4±0.5ms          |    0.96 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 59.3±1ms             | 56.3±1ms            |    0.95 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.8±0.3ms           | 14.4±0.4ms          |    0.98 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.1±0.6ms           | 16.8±0.6ms          |    0.98 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.55±0.2ms           | 2.61±0.3ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.70±0.3ms           | 3.69±0.4ms          |    1    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 35.7±3ms             | 36.5±3ms            |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 798±5ms              | 808±7ms             |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 442±2ms              | 437±4ms             |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 442±5ms              | 440±4ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 109±0.5M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 109±0.5M             | 109±0.3M            |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 51.3±1ms             | 49.6±2ms            |    0.97 | merge_concat.Merge.time_merge                                                               |
|          | 1.62±0.2M            | 1.62±0.2M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 403±5ns              | 402±3ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 213±2ms              | 206±2ms             |    0.97 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 650±1k               | 651±1k              |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 17.5±0.2ms           | 17.5±0.2ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 20.2±0.4ms           | 19.9±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.13±0M              | 1.13±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 13±0M                | 13±0.01M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 105±1ms              | 107±1ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 599±6ms              | 588±8ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.23±0.04M           | 1.23±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.3±0.04M           | 96.3±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 66.3±0.7ms           | 66.2±1ms            |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 551±10ms             | 540±6ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.13±0.01M           | 1.13±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.2±0.01M           | 96.2±0.01M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.65±0.06ms          | 6.69±0.07ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 73.3±5ms             | 79.6±2ms            |    1.09 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 99.8±1ms             | 99.8±2ms            |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 50.3±0.5ms           | 53.9±5ms            |    1.07 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 106±0.04M            | 106±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.01M            | 147±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.52±0.2ms           | 4.48±0.04ms         |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 74.7±1ms             | 72.4±1ms            |    0.97 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 43.4±0.7ms           | 42.8±0.6ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 491±5ms              | 493±7ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.2±0.9ns           | 97.1±0.6ns          |    1.11 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 56.0±0.5ms           | 54.6±0.9ms          |    0.97 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 88.9±2ns             | 94.9±2ns            |    1.07 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 431±4ms              | 432±7ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.3±0.1k            | 30.3±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.57±0.2M            | 1.71±0.2M           |    1.09 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.3±0.1k            | 30.4±0.1k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 208±20M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 41.2±0.4ms           | 41.0±0.3ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 9.08±0.1ms           | 8.98±0.1ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 24.6±1M              | 24.6±0.8M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 20.3±0.2ms           | 20.4±0.4ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 67.0±0.5ms           | 67.5±0.7ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 12.1±0.07M           | 12.1±0.04M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 13467383128

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