Remove `setup.py develop` command #6424

trexfeathers · 2025-04-28T10:54:19Z

🚀 Pull Request

Description

This is deprecated behaviour and can easily be achieved using pip install -e . instead.

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benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts

codecov · 2025-04-28T11:03:34Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 89.80%. Comparing base (6d984ae) to head (20f2e81).
⚠️ Report is 101 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #6424   +/-   ##
=======================================
  Coverage   89.80%   89.80%           
=======================================
  Files          90       90           
  Lines       23752    23752           
  Branches     4418     4418           
=======================================
  Hits        21331    21331           
  Misses       1672     1672           
  Partials      749      749

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thebaptiste · 2025-04-28T13:42:14Z

I encountered a problem trying to build scitools-iris with setuptools 80.0 today :

Collecting scitools-iris==3.12.0 (from -r requirements3.txt (line 161))
  Downloading scitools_iris-3.12.0.tar.gz (2.0 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.0/2.0 MB 56.4 MB/s eta 0:00:00
  Preparing metadata (pyproject.toml) ... error
  error: subprocess-exited-with-error

  × Preparing metadata (pyproject.toml) did not run successfully.
  │ exit code: 1
  ╰─> [17 lines of output]
      Traceback (most recent call last):
        File "/home/baptiste/mfext/build/opt/python3_core/lib/python3.12/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 389, in <module>
          main()
        File "/home/baptiste/mfext/build/opt/python3_core/lib/python3.12/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 373, in main
          json_out["return_val"] = hook(**hook_input["kwargs"])
                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/home/baptiste/mfext/build/opt/python3_core/lib/python3.12/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 175, in prepare_metadata_for_build_wheel
          return hook(metadata_directory, config_settings)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/home/baptiste/mfext/build/opt/python3_core/lib/python3.12/site-packages/setuptools/build_meta.py", line 374, in prepare_metadata_for_build_wheel
          self.run_setup()
        File "/home/baptiste/mfext/build/opt/python3_core/lib/python3.12/site-packages/setuptools/build_meta.py", line 317, in run_setup
          exec(code, locals())
        File "<string>", line 79, in <module>
        File "<string>", line 35, in custom_command
        File "<string>", line 36, in CustomCommand
      AttributeError: type object 'develop' has no attribute 'description'
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed

× Encountered error while generating package metadata.
╰─> See above for output.

So I'm interested by a new release including this fix.

trexfeathers · 2025-04-28T13:44:08Z

@thebaptiste thank you, it hadn't occurred to me that this also affects users in addition to developers. We will certainly need to discuss a patch release in the near future.

github-actions · 2025-04-28T13:47:53Z

⏱️ Performance Benchmark Report: `e43869b`

Performance shifts

Full benchmark results


Benchmarks that have stayed the same:

| Change   | Before [6d984ae6]    | After [e43869bb]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.5±0.1ms           | 21.1±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.1±0.5ms           | 52.8±1ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.0±0.6ms           | 34.5±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 159±3ms              | 161±8ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.9±0.3ms           | 22.4±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.3±0.3ms           | 30.9±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.5±0.2ms           | 22.6±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.5±0.3ms           | 31.0±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.6±0.3ms           | 20.5±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 43.4±0.5ms           | 44.5±1ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 121±0.4ms            | 122±5ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 125±1ms              | 127±4ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.8±0.3ms           | 21.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.2±0.3ms           | 48.1±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.0±0.3ms           | 23.6±0.1ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.5±0.6ms           | 58.1±1ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.5±0.3ms           | 20.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 43.3±0.4ms           | 44.2±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0.01s           | 1.07±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.07±0.01s           | 1.09±0.02s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 215±0.9ms            | 220±4ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 340±7ms              | 361±10ms            |    1.06 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.3±0.2ms           | 22.1±0.7ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.0±0.4ms           | 29.8±1ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.1±0.2ms           | 22.2±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.1±0.5ms           | 59.1±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.6±0.3ms           | 22.6±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 60.4±0.6ms           | 61.3±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.4±0.1ms           | 22.8±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 56.6±0.7ms           | 57.2±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.67±0.1ms           | 7.75±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.0±0.2ms           | 21.2±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.0±0.2ms           | 19.3±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 116±1ms              | 118±8ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.97±0.1ms           | 8.00±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.2±0.3ms           | 19.6±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.97±0.1ms           | 7.95±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.1±0.08ms          | 19.7±0.7ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.53±0.06ms          | 7.66±0.09ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.7±0.1ms           | 20.2±0.7ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.0±0.3ms           | 23.1±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.1±0.6ms           | 34.3±1ms            |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.92±0.1ms           | 7.92±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 19.8±0.3ms           | 20.6±0.7ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.27±0.2ms           | 9.21±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.0±0.2ms           | 22.7±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.64±0.07ms          | 7.59±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.6±0.3ms           | 20.2±0.8ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 531±5ms              | 534±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 539±4ms              | 540±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.4±0.6ms           | 45.1±1ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 127±3ms              | 128±8ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.88±0.08ms          | 8.02±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.3±0.2ms           | 19.7±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.95±0.07ms          | 8.01±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.7±0.2ms           | 22.2±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.08±0.2ms           | 8.22±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.4±0.2ms           | 21.4±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.19±0.06ms          | 8.29±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 20.8±0.4ms           | 21.5±0.9ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.1±0.3ms           | 22.2±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.3±0.6ms           | 82.6±2ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.9±0.04ms          | 22.3±0.4ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 92.9±0.5ms           | 94.7±3ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.3±0.3ms           | 21.4±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.4±0.5ms           | 55.5±2ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.12±0.06ms          | 8.32±0.3ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 25.8±0.4ms           | 26.7±0.7ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.00±0.05ms          | 8.19±0.3ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.1±0.4ms           | 28.2±0.6ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.74±0.05ms          | 7.87±0.2ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.8±0.4ms           | 23.2±0.7ms          |    1.06 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 213±3ms              | 215±3ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 264±3ms              | 273±8ms             |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.11±0.02ms          | 1.13±0.02ms         |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 398±5μs              | 394±2μs             |    0.99 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 956±20μs             | 948±10μs            |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 563±5μs              | 571±6μs             |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 80.5±0.9ms           | 81.5±3ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.6±0.7ms           | 25.4±0.6ms          |    1.03 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 96.2±1ms             | 97.1±2ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.3±0.4μs           | 17.0±0.1μs          |    0.98 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 79.5±0.9ms           | 81.4±4ms            |    1.02 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 24.5±0.4ms           | 25.4±1ms            |    1.04 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 95.4±2ms             | 96.7±3ms            |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.3±0.5μs           | 17.2±0.3μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 161±1ms              | 165±9ms             |    1.02 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 63.5±0.6ms           | 64.1±3ms            |    1.01 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 189±2ms              | 191±7ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.7±0.7μs           | 52.5±0.8μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 225±1ms              | 229±10ms            |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 128±1ms              | 128±8ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 253±2ms              | 258±7ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 54.9±0.9μs           | 55.1±0.6μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 828±20μs             | 830±10μs            |    1    | import_iris.Iris.time__concatenate                                                          |
|          | 182±1μs              | 187±5μs             |    1.03 | import_iris.Iris.time__constraints                                                          |
|          | 112±0.5μs            | 116±3μs             |    1.03 | import_iris.Iris.time__data_manager                                                         |
|          | 91.3±1μs             | 90.8±0.8μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 160±0.9μs            | 164±1μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 911±7μs              | 925±9μs             |    1.02 | import_iris.Iris.time__merge                                                                |
|          | 74.3±0.3μs           | 74.8±1μs            |    1.01 | import_iris.Iris.time__representation                                                       |
|          | 605±20μs             | 643±20μs            |    1.06 | import_iris.Iris.time_analysis                                                              |
|          | 138±1μs              | 140±1μs             |    1.02 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 105±0.4μs            | 108±1μs             |    1.03 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 249±2μs              | 249±2μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±3μs              | 193±2μs             |    1.02 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 109±1μs              | 111±2μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 136±0.7μs            | 137±1μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 323±1μs              | 333±4μs             |    1.03 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.5±0.5μs           | 92.3±0.3μs          |    1.01 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±2μs              | 215±1μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.5±2μs             | 94.9±2μs            |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 167±5μs              | 173±2μs             |    1.03 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 311±2μs              | 320±9μs             |    1.03 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.1±2μs             | 80.9±0.7μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 159±1μs              | 162±6μs             |    1.02 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.37±0ms             | 1.43±0.07ms         |    1.04 | import_iris.Iris.time_common_metadata                                                       |
|          | 165±0.7μs            | 170±3μs             |    1.03 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.17±0.01ms          | 1.20±0.01ms         |    1.02 | import_iris.Iris.time_common_resolve                                                        |
|          | 196±0.8μs            | 201±1μs             |    1.02 | import_iris.Iris.time_config                                                                |
|          | 124±0.9μs            | 126±0.8μs           |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 387±2μs              | 394±20μs            |    1.02 | import_iris.Iris.time_coord_systems                                                         |
|          | 761±7μs              | 781±10μs            |    1.03 | import_iris.Iris.time_coords                                                                |
|          | 640±8μs              | 659±20μs            |    1.03 | import_iris.Iris.time_cube                                                                  |
|          | 238±1μs              | 241±6μs             |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 74.8±0.2μs           | 75.6±0.9μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 180±2μs              | 182±1μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 252±2μs              | 258±2μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.55±0.02ms          | 2.59±0.02ms         |    1.02 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.6±0.6μs           | 76.1±0.4μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 111±0.8μs            | 112±1μs             |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 424±1μs              | 437±6μs             |    1.03 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.71±0.02ms          | 4.69±0.4ms          |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.5±1μs             | 71.6±0.2μs          |    1    | import_iris.Iris.time_fileformats_name                                                      |
|          | 250±2μs              | 251±4μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±0.8μs            | 113±0.8μs           |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 118±0.4μs            | 119±1μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 207±2μs              | 207±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 800±10μs             | 830±20μs            |    1.04 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±2μs              | 180±1μs             |    1.03 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 131±2μs              | 133±1μs             |    1.02 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 544±5μs              | 550±6μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 219±0.7μs            | 229±3μs             |    1.05 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.2±0.6μs           | 80.9±0.6μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 156±0.8μs            | 159±4μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 135±0.5μs            | 138±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.6±1μs             | 72.8±0.9μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.2±0.7μs           | 78.0±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 940±6μs              | 961±7μs             |    1.02 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 135±0.5μs            | 138±4μs             |    1.02 | import_iris.Iris.time_io                                                                    |
|          | 174±1μs              | 177±1μs             |    1.02 | import_iris.Iris.time_io_format_picker                                                      |
|          | 209±4μs              | 208±0.7μs           |    0.99 | import_iris.Iris.time_iris                                                                  |
|          | 126±2μs              | 125±1μs             |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.14±0.05ms          | 8.14±0.07ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.78±0.01ms          | 1.80±0.02ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 218±1μs              | 219±1μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.11±0.05ms          | 2.22±0.07ms         |    1.06 | import_iris.Iris.time_std_names                                                             |
|          | 1.81±0.01ms          | 1.85±0.03ms         |    1.03 | import_iris.Iris.time_symbols                                                               |
|          | 293±2ms              | 293±9ms             |    1    | import_iris.Iris.time_tests                                                                 |
|          | 253±3μs              | 252±3μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.08±0.05ms          | 5.16±0.06ms         |    1.02 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 118±0.4μs            | 116±2μs             |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.72±0.01ms          | 2.74±0.03ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.29±0.03ms          | 1.31±0.01ms         |    1.02 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 168±0.8μs            | 168±0.8μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 97.8±0.6μs           | 101±1μs             |    1.03 | import_iris.Iris.time_time                                                                  |
|          | 351±2μs              | 357±10μs            |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 71.6±0.9μs           | 72.1±1μs            |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 9.38±0.04ms          | 9.64±0.5ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.3±0.09ms          | 16.0±1ms            |    1.04 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.48±0.03ms          | 9.85±0.6ms          |    1.04 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.38±0.04ms          | 9.65±0.3ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.7±0.07ms          | 13.2±0.8ms          |    1.04 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.35±0.03ms          | 9.60±0.5ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.43±0.01s           | 1.45±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.7±0.09ms          | 12.0±0.6ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.45±0.03s           | 1.47±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.44±0.01s           | 1.47±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.6±0.07ms          | 11.9±0.6ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.46±0.01s           | 1.48±0.03s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.09±0.1ms           | 5.01±0.2ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.4±0.2ms           | 11.8±0.5ms          |    1.03 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.91±0.05ms          | 4.93±0.4ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.94±0.02ms          | 5.04±0.3ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.3±0.04ms          | 12.0±0.6ms          |    1.06 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.94±0.02ms          | 4.99±0.2ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.6±0.7ms           | 23.7±2ms            |    1.1  | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 28.3±0.1ms           | 28.2±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 10.9±0.8ms           | 10.9±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 26.9±0.7ms           | 27.4±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 70.2±1ms             | 71.6±2ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.3±0.6ms           | 26.5±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 504±3ms              | 506±10ms            |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 2.88±0.1ms           | 3.05±0.4ms          |    1.06 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 502±1ms              | 508±10ms            |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 513±2ms              | 520±10ms            |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 2.94±0.06ms          | 3.00±0.4ms          |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 510±2ms              | 514±10ms            |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.55±0.07ms          | 1.65±0.1ms          |    1.06 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.01±0.1ms           | 3.27±0.3ms          |    1.09 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.60±0.06ms          | 1.67±0.2ms          |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.62±0.05ms          | 1.67±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 2.95±0.1ms           | 3.20±0.4ms          |    1.08 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.64±0.05ms          | 1.68±0.2ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 333±2ms              | 342±10ms            |    1.03 | load.ManyCubes.time_many_cube_load                                                          |
|          | 86.1±0.5ms           | 84.9±2ms            |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 9.91±0.2ms           | 9.60±0.5ms          |    0.97 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.55±0.07ms          | 9.79±0.5ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.47±0.01s           | 1.48±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.46±0.01s           | 1.50±0.02s          |    1.03 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 4.96±0.03ms          | 5.05±0.3ms          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.01±0.05ms          | 5.14±0.3ms          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.56±0.1ms           | 8.68±0.4ms          |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.54±0.03ms          | 5.63±0.4ms          |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.44±0.02s           | 1.45±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 433±6ms              | 437±7ms             |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.14±0.04ms          | 4.22±0.2ms          |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.14±0.02ms          | 4.18±0.3ms          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 159±0.5ms            | 162±3ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.4±0.04ms          | 15.2±0.9ms          |    1.05 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 160±2ms              | 163±3ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.7±0.2ms           | 31.8±1ms            |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.2±0.09ms          | 14.7±1ms            |    1.04 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.9±0.4ms           | 32.2±0.8ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 13.4±0.1ms           | 14.6±0.7ms          |    1.09 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 44.9±0.7ms           | 46.4±1ms            |    1.03 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.23±0.1ms           | 9.47±0.4ms          |    1.15 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 15.4±0.3ms           | 17.1±0.6ms          |    1.11 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 13.0±0.2ms           | 14.6±0.7ms          |    1.13 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 15.2±0.9ms           | 16.5±0.6ms          |    1.08 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.33±0.4ms           | 8.80±0.2ms          |    1.06 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.3±0.5ms           | 12.1±0.4ms          |    1.07 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 14.8±0.5ms           | 14.9±0.8ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 54.9±0.8ms           | 55.1±1ms            |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 14.3±0.3ms           | 15.4±0.7ms          |    1.07 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 16.6±0.2ms           | 18.3±0.6ms          |    1.1  | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 2.91±0.08ms          | 3.32±0.2ms          |    1.14 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.11±0.09ms          | 4.63±0.3ms          |    1.13 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 34.8±0.6ms           | 39.8±3ms            |    1.14 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 775±5ms              | 790±10ms            |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.53±0.02s           | 1.56±0.02s          |    1.02 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 422±2ms              | 434±6ms             |    1.03 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 111±2M               | 122±6M              |    1.09 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.0±0.9ms           | 37.5±1ms            |    1.14 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.02M            | 126±0.02M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 349±10ns             | 364±4ns             |    1.04 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 195±2ms              | 198±2ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 741±0.3k             | 741±0.3k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 16.7±0.2ms           | 17.4±0.5ms          |    1.04 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 20.1±0.3ms           | 20.8±0.9ms          |    1.04 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.29±0.05M           | 1.29±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.05M             | 25.1±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 105±0.9ms            | 111±10ms            |    1.06 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 566±3ms              | 573±10ms            |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.36±0.04M           | 1.36±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.4±0.05M           | 96.4±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 66.4±0.4ms           | 69.9±5ms            |    1.05 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 517±3ms              | 528±9ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.23±0.03M           | 1.24±0.02M          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.3±0.04M           | 96.3±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)                 |
|          | 6.68±0.02ms          | 7.07±0.3ms          |    1.06 | plot.AuxSort.time_aux_sort                                                                  |
|          | 79.3±5ms             | 78.8±6ms            |    0.99 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 106±0.7ms            | 108±1ms             |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 51.8±2ms             | 55.0±2ms            |    1.06 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.01M            | 107±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.27±0.09ms          | 4.37±0.1ms          |    1.03 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 72.4±0.3ms           | 73.6±3ms            |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 40.9±0.4ms           | 41.3±0.6ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 469±4ms              | 468±5ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.8±0.4ns           | 87.6±0.4ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 55.3±0.3ms           | 57.9±2ms            |    1.05 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.8±0.2ns           | 87.5±0.9ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 411±3ms              | 424±8ms             |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 29.7±0.3k            | 29.6±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.84±0.1M            | 1.61±0.2M           |    0.87 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 29.6±0.2k            | 29.7±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±9M               | 208±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 38.6±0.5ms           | 38.8±1ms            |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 8.78±0.07ms          | 9.33±0.5ms          |    1.06 | stats.PearsonR.time_real                                                                    |
|          | 29.8±0.8M            | 29.5±0.7M           |    0.99 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 21.6±0.1ms           | 22.7±1ms            |    1.05 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 59.0±0.5ms           | 61.2±2ms            |    1.04 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 14708456227

ESadek-MO

Thanks @trexfeathers, LGTM!

github-actions · 2025-04-28T15:00:32Z

⏱️ Performance Benchmark Report: `a2ddfe5`

Performance shifts

Full benchmark results


Benchmarks that have stayed the same:

| Change   | Before [6d984ae6]    | After [a2ddfe59]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.4±0.6ms           | 21.4±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 53.4±0.7ms           | 53.8±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.1±0.6ms           | 35.8±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 170±3ms              | 173±3ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.4±0.4ms           | 23.2±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.8±0.6ms           | 32.6±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.5±0.5ms           | 23.7±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.8±0.6ms           | 32.5±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.1±0.3ms           | 21.4±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 45.8±0.7ms           | 46.1±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 128±1ms              | 127±3ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 130±2ms              | 131±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.0±0.4ms           | 22.4±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 50.7±2ms             | 50.0±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.6±0.3ms           | 23.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 59.0±1ms             | 60.4±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.0±0.6ms           | 21.5±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.4±1ms             | 46.2±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.11±0.01s           | 1.09±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.10±0.01s           | 1.10±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 222±3ms              | 221±4ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 355±10ms             | 362±6ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.1±0.5ms           | 22.5±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.3±0.6ms           | 30.6±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.2±0.3ms           | 23.2±1ms            |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.8±0.6ms           | 60.4±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.2±0.3ms           | 23.6±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 63.0±2ms             | 63.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.2±0.2ms           | 23.6±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.5±0.6ms           | 59.3±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.90±0.08ms          | 7.83±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 22.1±0.4ms           | 22.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.7±0.5ms           | 19.5±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 123±5ms              | 127±5ms             |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.14±0.1ms           | 8.39±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.6±0.6ms           | 20.9±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.24±0.2ms           | 8.11±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.5±0.5ms           | 20.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.77±0.1ms           | 7.70±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.9±0.5ms           | 21.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 23.4±0.5ms           | 23.8±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.6±0.6ms           | 35.4±2ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.99±0.1ms           | 7.99±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 21.1±0.5ms           | 21.6±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.68±0.2ms           | 9.40±0.1ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.9±0.7ms           | 24.2±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.77±0.1ms           | 7.94±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.7±0.5ms           | 20.8±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 535±3ms              | 532±4ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 545±6ms              | 543±6ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 46.9±1ms             | 48.0±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 134±3ms              | 136±3ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.05±0.1ms           | 7.97±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.1±0.6ms           | 20.0±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.21±0.1ms           | 8.18±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.7±0.9ms           | 23.5±0.6ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.32±0.1ms           | 8.40±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.6±0.7ms           | 22.8±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.22±0.2ms           | 8.26±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 22.0±0.5ms           | 22.1±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.7±0.2ms           | 22.8±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 83.9±1ms             | 85.3±2ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.8±0.7ms           | 23.0±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 96.2±2ms             | 97.9±2ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.5±0.5ms           | 21.6±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.4±0.7ms           | 57.2±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.31±0.1ms           | 8.38±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.7±0.8ms           | 27.2±0.7ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.23±0.09ms          | 8.28±0.1ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.4±0.8ms           | 29.1±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.97±0.2ms           | 8.02±0.1ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 23.2±0.5ms           | 23.2±0.8ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 224±4ms              | 224±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 279±6ms              | 279±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.15±0.01ms          | 1.15±0.01ms         |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 393±3μs              | 403±5μs             |    1.02 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 962±10μs             | 954±7μs             |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 579±6μs              | 575±8μs             |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.6±2ms             | 88.0±0.9ms          |    1.03 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.9±1ms             | 25.6±0.9ms          |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 104±3ms              | 103±2ms             |    0.99 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 17.3±0.3μs           | 17.6±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 86.8±2ms             | 87.1±1ms            |    1    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 25.9±0.7ms           | 26.2±1ms            |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 100±5ms              | 101±3ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 17.4±0.1μs           | 17.7±0.4μs          |    1.02 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 172±2ms              | 178±3ms             |    1.04 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 68.1±2ms             | 69.3±2ms            |    1.02 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 205±3ms              | 207±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.8±0.5μs           | 53.4±0.8μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 245±6ms              | 246±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 138±3ms              | 140±3ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 279±5ms              | 281±5ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 56.1±0.6μs           | 56.8±0.7μs          |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 857±20μs             | 841±20μs            |    0.98 | import_iris.Iris.time__concatenate                                                          |
|          | 190±6μs              | 188±5μs             |    0.99 | import_iris.Iris.time__constraints                                                          |
|          | 121±2μs              | 116±2μs             |    0.96 | import_iris.Iris.time__data_manager                                                         |
|          | 95.0±3μs             | 93.1±0.7μs          |    0.98 | import_iris.Iris.time__deprecation                                                          |
|          | 165±6μs              | 173±5μs             |    1.05 | import_iris.Iris.time__lazy_data                                                            |
|          | 924±10μs             | 917±10μs            |    0.99 | import_iris.Iris.time__merge                                                                |
|          | 76.6±0.7μs           | 75.4±0.6μs          |    0.98 | import_iris.Iris.time__representation                                                       |
|          | 612±7μs              | 645±20μs            |    1.05 | import_iris.Iris.time_analysis                                                              |
|          | 145±3μs              | 145±3μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 109±1μs              | 107±1μs             |    0.98 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 256±5μs              | 257±3μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 198±3μs              | 194±3μs             |    0.98 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 113±3μs              | 112±1μs             |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 138±2μs              | 137±1μs             |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 331±6μs              | 335±7μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 92.2±2μs             | 93.7±2μs            |    1.02 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±2μs              | 214±2μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 96.2±0.7μs           | 94.6±1μs            |    0.98 | import_iris.Iris.time_analysis_stats                                                        |
|          | 175±2μs              | 177±4μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 322±7μs              | 320±9μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 83.2±0.6μs           | 82.3±1μs            |    0.99 | import_iris.Iris.time_common                                                                |
|          | 167±5μs              | 160±5μs             |    0.96 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.40±0.03ms          | 1.39±0.06ms         |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 171±4μs              | 185±10μs            |    1.08 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.19±0.02ms          | 1.20±0.03ms         |    1.01 | import_iris.Iris.time_common_resolve                                                        |
|          | 203±2μs              | 208±3μs             |    1.03 | import_iris.Iris.time_config                                                                |
|          | 125±3μs              | 127±0.8μs           |    1.02 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 391±7μs              | 438±30μs            |    1.12 | import_iris.Iris.time_coord_systems                                                         |
|          | 780±10μs             | 784±40μs            |    1    | import_iris.Iris.time_coords                                                                |
|          | 699±30μs             | 673±30μs            |    0.96 | import_iris.Iris.time_cube                                                                  |
|          | 238±9μs              | 243±3μs             |    1.02 | import_iris.Iris.time_exceptions                                                            |
|          | 76.6±0.5μs           | 76.2±0.6μs          |    1    | import_iris.Iris.time_experimental                                                          |
|          | 182±2μs              | 183±3μs             |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 262±9μs              | 273±6μs             |    1.04 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.81±0.3ms           | 2.89±0.1ms          |    1.03 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 78.2±0.7μs           | 76.9±0.3μs          |    0.98 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 114±3μs              | 117±2μs             |    1.02 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 460±20μs             | 434±10μs            |    0.94 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.92±0.2ms           | 5.06±0.5ms          |    1.03 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.7±1μs             | 72.8±0.8μs          |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 253±3μs              | 258±4μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 116±1μs              | 115±2μs             |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 122±1μs              | 124±2μs             |    1.02 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 210±5μs              | 211±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 803±20μs             | 817±8μs             |    1.02 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 177±4μs              | 181±6μs             |    1.02 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±2μs              | 138±4μs             |    1.03 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 551±8μs              | 553±8μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 226±5μs              | 230±6μs             |    1.02 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 82.5±1μs             | 82.2±1μs            |    1    | import_iris.Iris.time_fileformats_um                                                        |
|          | 162±2μs              | 159±1μs             |    0.98 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 139±2μs              | 144±2μs             |    1.03 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 74.8±1μs             | 74.3±0.9μs          |    0.99 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.2±2μs             | 81.2±2μs            |    1.03 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 967±20μs             | 967±10μs            |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 139±3μs              | 140±3μs             |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 180±7μs              | 177±1μs             |    0.98 | import_iris.Iris.time_io_format_picker                                                      |
|          | 211±2μs              | 214±3μs             |    1.02 | import_iris.Iris.time_iris                                                                  |
|          | 130±4μs              | 129±0.8μs           |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 8.48±0.1ms           | 8.40±0.09ms         |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.81±0.05ms          | 1.81±0.04ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 219±2μs              | 220±4μs             |    1.01 | import_iris.Iris.time_quickplot                                                             |
|          | 2.31±0.5ms           | 2.33±0.1ms          |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.86±0.01ms          | 1.89±0.03ms         |    1.02 | import_iris.Iris.time_symbols                                                               |
|          | 17.8±4ms             | 17.1±0.9ms          |    0.96 | import_iris.Iris.time_tests                                                                 |
|          | 256±2μs              | 255±3μs             |    1    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.18±0.1ms           | 5.27±0.08ms         |    1.02 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±1μs              | 118±0.5μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.88±0.09ms          | 2.76±0.01ms         |    0.96 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 1.30±0.01ms          | 1.32±0.02ms         |    1.02 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 176±2μs              | 171±1μs             |    0.97 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 103±2μs              | 101±2μs             |    0.98 | import_iris.Iris.time_time                                                                  |
|          | 354±8μs              | 365±7μs             |    1.03 | import_iris.Iris.time_util                                                                  |
|          | 70.6±0.5μs           | 72.0±0.9μs          |    1.02 | iterate.IZip.time_izip                                                                      |
|          | 9.64±0.3ms           | 9.74±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.7±0.5ms           | 18.2±0.7ms          |    1.09 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.69±0.1ms           | 9.83±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.3±0.4ms           | 9.55±0.3ms          |    0.93 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.8±0.8ms           | 14.2±0.5ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.68±0.3ms           | 9.86±0.1ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.48±0.02s           | 1.48±0s             |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.1±0.4ms           | 12.4±0.6ms          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.48±0.02s           | 1.50±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.48±0.01s           | 1.49±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.2±0.4ms           | 13.2±0.9ms          |    1.08 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.49±0.01s           | 1.51±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.12±0.07ms          | 5.27±0.2ms          |    1.03 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.3±0.3ms           | 12.5±0.4ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.06±0.08ms          | 5.21±0.3ms          |    1.03 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.99±0.06ms          | 5.28±0.1ms          |    1.06 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.8±0.3ms           | 12.0±0.4ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.10±0.3ms           | 5.02±0.07ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 24.6±2ms             | 25.5±1ms            |    1.04 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 28.1±0.8ms           | 28.9±0.7ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.5±1ms             | 12.2±0.7ms          |    1.06 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.7±0.7ms           | 27.6±0.5ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 72.2±1ms             | 72.8±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 26.9±0.6ms           | 26.9±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 518±4ms              | 526±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.18±0.09ms          | 3.48±0.2ms          |    1.09 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 523±3ms              | 526±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 532±3ms              | 535±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.50±0.1ms           | 3.41±0.1ms          |    0.97 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 531±2ms              | 533±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.64±0.09ms          | 1.74±0.1ms          |    1.06 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.20±0.2ms           | 3.55±0.2ms          |    1.11 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.56±0.09ms          | 1.76±0.09ms         |    1.13 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.66±0.09ms          | 1.60±0.06ms         |    0.96 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.29±0.1ms           | 3.36±0.2ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.71±0.08ms          | 1.92±0.08ms         |    1.12 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 348±2ms              | 348±3ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 87.4±0.8ms           | 88.0±0.7ms          |    1.01 | load.ManyVars.time_many_var_load                                                            |
|          | 10.3±0.3ms           | 9.87±0.2ms          |    0.96 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.1±0.3ms           | 9.93±0.1ms          |    0.98 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.48±0.01s           | 1.50±0.01s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.49±0.02s           | 1.52±0.01s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.28±0.2ms           | 5.39±0.2ms          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.04±0.08ms          | 5.10±0.07ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.06±0.2ms           | 8.93±0.2ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.84±0.2ms           | 5.78±0.2ms          |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.45±0.01s           | 1.47±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 447±6ms              | 449±6ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.23±0.2ms           | 4.30±0.07ms         |    1.02 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.23±0.02ms          | 4.65±0.1ms          |    1.1  | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 168±2ms              | 167±2ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.9±0.5ms           | 15.4±0.7ms          |    0.97 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 168±2ms              | 166±2ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 32.8±0.4ms           | 33.3±0.8ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.8±0.7ms           | 15.8±0.7ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 33.1±0.9ms           | 33.8±0.5ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 14.1±0.4ms           | 15.5±0.6ms          |    1.1  | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 46.5±0.7ms           | 48.1±1ms            |    1.03 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 8.43±0.2ms           | 9.69±0.5ms          |    1.15 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 17.5±0.4ms           | 17.6±0.7ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 14.1±0.6ms           | 13.9±0.7ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 16.4±0.6ms           | 16.8±0.4ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 8.57±0.3ms           | 9.17±0.6ms          |    1.07 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.9±0.6ms           | 13.6±0.3ms          |    1.15 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 15.4±0.7ms           | 15.2±0.7ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 56.8±1ms             | 59.1±1ms            |    1.04 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 15.1±0.8ms           | 16.2±0.7ms          |    1.07 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 17.4±0.4ms           | 18.5±0.5ms          |    1.07 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.42±0.2ms           | 3.49±0.1ms          |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.59±0.2ms           | 4.75±0.2ms          |    1.03 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 41.3±1ms             | 42.0±2ms            |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 815±7ms              | 811±10ms            |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.61±0.03s           | 1.62±0.03s          |    1.01 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 440±6ms              | 442±6ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 111±2M               | 122±5M              |    1.09 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 39.5±1ms             | 38.2±1ms            |    0.97 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.02M            | 126±0.01M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 375±5ns              | 381±2ns             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 200±5ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 741±0.3k             | 741±0.3k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.1±0M              | 60.1±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 17.4±0.2ms           | 18.1±0.6ms          |    1.04 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.0±0.3ms           | 21.3±0.5ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.29±0.05M           | 1.29±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25.1±0.05M           | 25.1±0.07M          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 113±1ms              | 113±4ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 594±6ms              | 607±8ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.36±0.06M           | 1.35±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.4±0.05M           | 96.4±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 70.1±3ms             | 71.7±1ms            |    1.02 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 544±4ms              | 554±5ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.24±0.02M           | 1.2±0.04M           |    0.97 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.3±0.02M           | 96.3±0.02M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.99±0.08ms          | 6.95±0.07ms         |    0.99 | plot.AuxSort.time_aux_sort                                                                  |
|          | 85.2±3ms             | 83.4±1ms            |    0.98 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 110±1ms              | 109±1ms             |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 55.7±2ms             | 55.6±2ms            |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.01M            | 107±0.01M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.53±0.08ms          | 4.48±0.05ms         |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 77.2±1ms             | 78.5±2ms            |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 43.1±0.5ms           | 43.5±0.6ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 492±9ms              | 495±3ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 87.6±0.5ns           | 87.2±0.8ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 59.4±1ms             | 60.5±2ms            |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 87.4±0.5ns           | 89.2±8ns            |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 429±3ms              | 436±2ms             |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 29.6±0.2k            | 29.6±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.76±0.1M            | 1.84±0.07M          |    1.04 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 29.7±0.2k            | 29.7±0.2k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 225±20M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.6±0.8ms           | 39.1±0.6ms          |    0.99 | stats.PearsonR.time_lazy                                                                    |
|          | 9.40±0.2ms           | 9.59±0.3ms          |    1.02 | stats.PearsonR.time_real                                                                    |
|          | 29.8±0.3M            | 29.8±0.7M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.4±0.01M           | 18.4±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 22.9±0.2ms           | 23.2±0.6ms          |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 62.1±0.7ms           | 62.7±0.5ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.02M           | 17.6±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.02M           | 7.74±0.02M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 14709998634

* Remove setup.py develop command. * Protect from setuptools>=80 incompatibility. * Relocate What's New entry.

Remove setup.py develop command.

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trexfeathers requested a review from ESadek-MO April 28, 2025 10:54

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Protect from setuptools>=80 incompatibility.

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Relocate What's New entry.

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ESadek-MO enabled auto-merge (squash) April 28, 2025 14:22

ESadek-MO merged commit ec33cd0 into SciTools:main Apr 28, 2025
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Remove setup.py develop command (SciTools#6424)

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* Remove setup.py develop command. * Protect from setuptools>=80 incompatibility. * Relocate What's New entry.

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