Skip to content

[CI Bot] environment lockfiles auto-update#7090

Open
scitools-ci[bot] wants to merge 1 commit into
mainfrom
auto-update-lockfiles
Open

[CI Bot] environment lockfiles auto-update#7090
scitools-ci[bot] wants to merge 1 commit into
mainfrom
auto-update-lockfiles

Conversation

@scitools-ci
Copy link
Copy Markdown
Contributor

@scitools-ci scitools-ci Bot commented May 16, 2026

Lockfiles updated to the latest resolvable environment.

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

@scitools-ci scitools-ci Bot added Bot A bot generated issue/pull-request New: Pull Request labels May 16, 2026
@github-actions github-actions Bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label May 16, 2026
Copy link
Copy Markdown
Contributor Author

@scitools-ci scitools-ci Bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Templating

Version numbers are not typically covered by templating. It is expected that this PR is 100% about advancing version numbers, which would not require any templating follow-up. Please double-check for any other changes that might be suitable for templating.

@codecov
Copy link
Copy Markdown

codecov Bot commented May 16, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.12%. Comparing base (3cd9f85) to head (ad7b792).

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #7090   +/-   ##
=======================================
  Coverage   90.12%   90.12%           
=======================================
  Files          91       91           
  Lines       24953    24953           
  Branches     4683     4683           
=======================================
  Hits        22490    22490           
  Misses       1684     1684           
  Partials      779      779           

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

@github-actions
Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 06b1abb

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [3cd9f853]    | After [06b1abb6]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 18.5±0.2ms           | 18.6±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 49.5±0.4ms           | 49.1±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 30.7±0.2ms           | 31.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 157±3ms              | 158±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 19.9±0.1ms           | 20.4±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 29.5±0.3ms           | 29.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 20.1±0.2ms           | 20.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 29.6±0.4ms           | 30.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 18.1±0.1ms           | 18.2±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 41.1±0.4ms           | 41.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 120±6ms              | 121±10ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 123±2ms              | 122±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 19.0±0.3ms           | 19.5±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 44.7±0.3ms           | 44.7±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 20.5±0.3ms           | 20.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 53.6±0.3ms           | 53.9±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 18.5±0.4ms           | 18.5±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 41.0±0.5ms           | 41.1±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 927±3ms              | 933±6ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 931±3ms              | 935±4ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 202±0.6ms            | 204±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 319±5ms              | 323±4ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 19.2±0.2ms           | 19.2±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 28.5±0.7ms           | 28.6±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 19.3±0.2ms           | 19.7±0.09ms         |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 54.2±0.3ms           | 54.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 20.2±0.2ms           | 20.0±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 56.0±0.4ms           | 56.9±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 19.9±0.3ms           | 20.3±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 52.7±0.8ms           | 53.5±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 6.97±0.09ms          | 7.09±0.08ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.2±0.3ms           | 21.3±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 17.5±0.2ms           | 17.7±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 119±2ms              | 121±4ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.35±0.06ms          | 7.49±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.2±0.3ms           | 19.3±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.41±0.1ms           | 7.50±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 18.9±0.2ms           | 19.3±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 6.99±0.08ms          | 7.08±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.9±0.4ms           | 19.6±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 22.7±0.2ms           | 22.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 32.8±0.6ms           | 33.3±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.21±0.09ms          | 7.26±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 19.8±0.4ms           | 19.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 7.86±0.05ms          | 7.95±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.1±0.3ms           | 21.9±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.03±0.03ms          | 6.95±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.5±0.5ms           | 19.8±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 467±2ms              | 467±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 481±1ms              | 479±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 41.9±0.6ms           | 42.7±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 129±2ms              | 129±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.16±0.1ms           | 7.19±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.0±0.6ms           | 18.9±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.20±0.09ms          | 7.42±0.01ms         |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.3±0.3ms           | 21.8±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.41±0.08ms          | 7.59±0.08ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 20.8±0.6ms           | 21.5±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 7.62±0.09ms          | 7.49±0.03ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 20.8±0.2ms           | 21.1±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 19.8±0.2ms           | 19.7±0.05ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 77.6±0.5ms           | 77.6±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 20.0±0.09ms          | 19.9±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 88.4±0.9ms           | 88.6±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 18.6±0.2ms           | 18.5±0.3ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 50.1±0.8ms           | 50.1±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 7.58±0.07ms          | 7.75±0.04ms         |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 25.6±0.5ms           | 26.0±0.5ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.37±0.05ms          | 7.53±0.09ms         |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.4±0.4ms           | 27.6±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.26±0.04ms          | 7.23±0.08ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.4±0.2ms           | 21.7±0.2ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 185±2ms              | 187±2ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 247±3ms              | 248±2ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 971±3μs              | 990±5μs             |    1.02 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 337±4μs              | 339±2μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.73±0.01ms          | 1.76±0.01ms         |    1.02 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.23±0.02ms          | 1.26±0.01ms         |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 107±1ms              | 108±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.0±0.6ms           | 23.8±0.6ms          |    0.99 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 131±1ms              | 131±1ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 14.8±0.07μs          | 15.1±0.1μs          |    1.02 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 111±2ms              | 110±2ms             |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.7±1ms             | 26.9±0.9ms          |    0.97 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 133±2ms              | 134±3ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 14.8±0.1μs           | 14.9±0.07μs         |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 192±2ms              | 192±1ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 64.0±0.6ms           | 63.8±1ms            |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 230±4ms              | 235±5ms             |    1.02 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 50.3±0.2μs           | 49.5±0.2μs          |    0.98 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 258±4ms              | 263±5ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 133±3ms              | 133±4ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 304±7ms              | 307±6ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 331±3μs              | 333±3μs             |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 916±10μs             | 907±7μs             |    0.99 | import_iris.Iris.time__concatenate                                                          |
|          | 174±5μs              | 170±8μs             |    0.98 | import_iris.Iris.time__constraints                                                          |
|          | 98.7±0.9μs           | 96.7±2μs            |    0.98 | import_iris.Iris.time__data_manager                                                         |
|          | 76.6±0.3μs           | 77.0±0.3μs          |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 129±1μs              | 130±2μs             |    1.01 | import_iris.Iris.time__lazy_data                                                            |
|          | 986±5μs              | 984±20μs            |    1    | import_iris.Iris.time__merge                                                                |
|          | 52.9±0.4μs           | 54.1±0.7μs          |    1.02 | import_iris.Iris.time__representation                                                       |
|          | 703±5μs              | 704±6μs             |    1    | import_iris.Iris.time_analysis                                                              |
|          | 107±0.9μs            | 107±0.4μs           |    1    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 75.3±0.3μs           | 75.8±0.4μs          |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 257±3μs              | 255±2μs             |    0.99 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 172±1μs              | 171±1μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 89.3±0.5μs           | 89.4±0.3μs          |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 98.5±0.3μs           | 98.6±1μs            |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 346±0.8μs            | 345±5μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 66.0±0.3μs           | 66.4±0.4μs          |    1.01 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 191±2μs              | 190±1μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 68.8±0.5μs           | 69.2±0.3μs          |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 144±2μs              | 145±2μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 351±10μs             | 351±10μs            |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 57.6±0.6μs           | 58.8±0.3μs          |    1.02 | import_iris.Iris.time_common                                                                |
|          | 145±2μs              | 145±1μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.44±0.01ms          | 1.43±0.02ms         |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 158±2μs              | 154±3μs             |    0.97 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.24±0ms             | 1.24±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 165±2μs              | 165±1μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 97.3±1μs             | 97.6±2μs            |    1    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 421±8μs              | 394±30μs            |    0.93 | import_iris.Iris.time_coord_systems                                                         |
|          | 930±7μs              | 919±6μs             |    0.99 | import_iris.Iris.time_coords                                                                |
|          | 911±30μs             | 866±40μs            |    0.95 | import_iris.Iris.time_cube                                                                  |
|          | 230±4μs              | 224±2μs             |    0.98 | import_iris.Iris.time_exceptions                                                            |
|          | 53.2±0.4μs           | 54.1±0.6μs          |    1.02 | import_iris.Iris.time_experimental                                                          |
|          | 137±0.7μs            | 136±0.3μs           |    1    | import_iris.Iris.time_fileformats                                                           |
|          | 262±3μs              | 262±3μs             |    1    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.73±0.01ms          | 2.74±0.01ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 57.2±0.1μs           | 57.6±0.3μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 87.1±0.9μs           | 88.1±0.9μs          |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 509±3μs              | 516±9μs             |    1.01 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 3.52±0.03ms          | 3.49±0.02ms         |    0.99 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 53.9±0.5μs           | 54.5±0.2μs          |    1.01 | import_iris.Iris.time_fileformats_name                                                      |
|          | 250±1μs              | 252±5μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 85.9±0.9μs           | 86.2±1μs            |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 122±0.6μs            | 123±0.7μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 330±9μs              | 321±7μs             |    0.97 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 890±7μs              | 896±8μs             |    1.01 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 142±4μs              | 137±4μs             |    0.96 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 93.6±0.7μs           | 94.7±0.7μs          |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 556±3μs              | 548±5μs             |    0.98 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 225±3μs              | 222±3μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 57.5±0.5μs           | 58.3±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 122±0.6μs            | 124±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 114±0.8μs            | 113±0.9μs           |    0.99 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 54.3±0.4μs           | 54.4±0.8μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 58.2±0.1μs           | 58.4±0.3μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 1.02±0.01ms          | 1.03±0ms            |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 99.9±0.4μs           | 100±1μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 162±2μs              | 160±6μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 155±0.3μs            | 156±2μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 99.9±0.9μs           | 98.9±0.7μs          |    0.99 | import_iris.Iris.time_iterate                                                               |
|          | 6.41±0.05ms          | 6.37±0.03ms         |    0.99 | import_iris.Iris.time_palette                                                               |
|          | 1.69±0.01ms          | 1.68±0.01ms         |    0.99 | import_iris.Iris.time_plot                                                                  |
|          | 183±4μs              | 187±4μs             |    1.02 | import_iris.Iris.time_quickplot                                                             |
|          | 2.19±0.04ms          | 2.23±0.03ms         |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.66±0.02ms          | 1.66±0.01ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 264±10ms             | 263±0.9ms           |    1    | import_iris.Iris.time_tests                                                                 |
|          | 165±1μs              | 166±0.4μs           |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.81±0.03ms          | 4.81±0.03ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 81.7±0.4μs           | 83.0±0.9μs          |    1.02 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.51±0.01ms          | 2.49±0.01ms         |    0.99 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 604±8μs              | 614±6μs             |    1.02 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 120±2μs              | 120±2μs             |    1.01 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 83.2±0.6μs           | 80.9±0.7μs          |    0.97 | import_iris.Iris.time_time                                                                  |
|          | 872±6μs              | 888±20μs            |    1.02 | import_iris.Iris.time_util                                                                  |
|          | 81.5±0.2μs           | 81.8±0.3μs          |    1    | iterate.IZip.time_izip                                                                      |
|          | 9.05±0.03ms          | 9.05±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.0±0.5ms           | 16.1±0.9ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 8.99±0.04ms          | 9.00±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.03±0.05ms          | 9.07±0.04ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.3±0.1ms           | 13.1±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.02±0.06ms          | 8.97±0.04ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.38±0.01s           | 1.39±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.1±0.2ms           | 12.0±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.35±0.01s           | 1.36±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.38±0.01s           | 1.39±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.0±0.2ms           | 12.3±0.1ms          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.35±0.01s           | 1.35±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 4.76±0.06ms          | 4.80±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.9±0.2ms           | 12.0±0.1ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.64±0.03ms          | 4.67±0.07ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.74±0.04ms          | 4.82±0.04ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.9±0.05ms          | 11.8±0.07ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.60±0.04ms          | 4.60±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 34.0±0.8ms           | 34.5±0.6ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 34.1±0.7ms           | 33.8±0.7ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 14.9±2ms             | 16.3±2ms            |    1.09 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 38.0±2ms             | 36.7±1ms            |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 79.1±0.3ms           | 79.0±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 37.5±1ms             | 36.0±2ms            |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 543±3ms              | 549±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.05±0.07ms          | 3.15±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 543±2ms              | 547±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 561±3ms              | 564±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.14±0.05ms          | 3.19±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 554±3ms              | 555±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 1.91±0.04ms          | 1.95±0.02ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.06±0.1ms           | 3.18±0.2ms          |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 1.91±0.06ms          | 1.90±0.04ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 1.95±0.04ms          | 1.98±0.04ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.24±0.1ms           | 3.15±0.09ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.90±0.04ms          | 1.92±0.04ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 336±0.9ms            | 342±3ms             |    1.02 | load.ManyCubes.time_many_cube_load                                                          |
|          | 87.7±2ms             | 86.7±0.7ms          |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 9.04±0.1ms           | 9.26±0.09ms         |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 8.99±0.1ms           | 9.17±0.1ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.41±0.01s           | 1.41±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.37±0.01s           | 1.36±0.01s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 4.72±0.04ms          | 4.84±0.08ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 4.63±0.05ms          | 4.66±0.04ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.21±0.07ms          | 8.39±0.03ms         |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.03±0.08ms          | 5.03±0.04ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.36±0s              | 1.37±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 367±3ms              | 367±2ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 3.98±0.03ms          | 4.02±0.06ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 3.78±0.1ms           | 3.82±0.04ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 146±2ms              | 147±2ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.6±0.2ms           | 14.6±0.08ms         |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 143±1ms              | 142±0.4ms           |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 28.3±0.1ms           | 29.2±0.2ms          |    1.03 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.5±0.07ms          | 14.6±0.06ms         |    1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 28.0±0.4ms           | 28.4±0.2ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 18.9±0.3ms           | 18.3±0.5ms          |    0.97 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 49.5±0.8ms           | 49.6±0.5ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.22±0.1ms           | 9.53±0.4ms          |    1.03 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.9±0.4ms           | 17.6±0.7ms          |    1.04 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.5±0.2ms           | 19.1±0.4ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 18.6±0.4ms           | 19.2±0.4ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.22±0.2ms           | 9.21±0.2ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.0±0.4ms           | 12.5±0.2ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 20.6±0.3ms           | 20.6±0.5ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 60.5±1ms             | 60.4±1ms            |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 20.7±0.2ms           | 20.6±0.2ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 22.3±0.4ms           | 22.6±0.4ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.37±0.1ms           | 3.54±0.09ms         |    1.05 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 5.26±0.4ms           | 5.49±0.1ms          |    1.04 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 43.1±2ms             | 44.5±2ms            |    1.03 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.00±0.02s           | 1.01±0.02s          |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.73±0.02s           | 1.73±0.02s          |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 409±10ms             | 407±10ms            |    0.99 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.42±0G              | 2.42±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 121±8M               | 124±5M              |    1.02 | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 48.8±1ms             | 51.7±1ms            |    1.06 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 330±2ns              | 321±2ns             |    0.97 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 195±1ms              | 199±4ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.6k             | 771±0.6k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 17.7±0.1ms           | 17.8±0.2ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 22.9±0.5ms           | 22.8±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.23±0M              | 1.23±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0M                | 25±0.01M            |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 104±2ms              | 106±0.5ms           |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 501±4ms              | 503±5ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.64±0.05M           | 1.63±0.02M          |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.6±0.04M           | 96.6±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 70.9±0.8ms           | 71.3±0.8ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 455±2ms              | 462±3ms             |    1.02 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.5±0.03M            | 1.5±0.02M           |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.6±0.02M           | 96.5±0.05M          |    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)                 |
|          | 6.00±0.03ms          | 6.08±0.04ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 73.0±1ms             | 74.9±0.6ms          |    1.03 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 106±5ms              | 103±5ms             |    0.97 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 77.5±0.9ms           | 78.8±2ms            |    1.02 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.3M             | 107±0.07M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.35±0.03ms          | 4.46±0.08ms         |    1.03 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 78.5±2ms             | 79.7±1ms            |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 22.9±6ms             | 22.9±10ms           |    1    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 370±3ms              | 373±2ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 79.9±3ns             | 79.3±2ns            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 59.1±0.4ms           | 60.2±0.9ms          |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 81.3±1ns             | 79.8±0.4ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 334±4ms              | 331±5ms             |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.6±0.3k            | 30.6±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.84±0.1M            | 1.75±0.2M           |    0.95 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.7±0.4k            | 30.6±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 191±20M             |    0.85 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.4±0.3ms           | 39.9±0.5ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 12.7±0.4ms           | 13.0±0.1ms          |    1.02 | stats.PearsonR.time_real                                                                    |
|          | 31.2±0.9M            | 31.2±0.7M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.1±0.4ms           | 23.3±0.2ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 55.0±1ms             | 55.3±4ms            |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.04M           | 17.6±0.04M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.77±0.05M           | 7.76±0.05M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 25947880278

@github-actions
Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 06b1abb

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [3cd9f853]    | After [06b1abb6]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.4±0.2ms           | 21.0±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.6±0.6ms           | 53.4±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.5±0.6ms           | 34.9±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 166±2ms              | 168±6ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.6±0.4ms           | 23.5±0.6ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.7±0.2ms           | 32.4±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.4±0.3ms           | 23.3±0.4ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.8±0.3ms           | 32.1±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.4±0.4ms           | 21.0±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.2±0.4ms           | 44.6±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 133±7ms              | 138±7ms             |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 136±3ms              | 140±4ms             |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.4±0.1ms           | 21.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.0±0.6ms           | 48.3±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 22.6±0.2ms           | 23.5±0.4ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.7±0.9ms           | 58.6±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.3±0.2ms           | 21.4±0.7ms          |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.3±0.6ms           | 45.0±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.01s           | 1.11±0.01s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.08±0.01s           | 1.09±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 222±5ms              | 220±4ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 366±20ms             | 374±10ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.4±0.2ms           | 21.4±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.2±0.3ms           | 30.7±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.3±0.4ms           | 22.1±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 58.5±0.3ms           | 58.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.4±0.09ms          | 22.8±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.0±0.7ms           | 63.3±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.3±0.2ms           | 22.5±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.4±0.7ms           | 59.2±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 8.26±0.02ms          | 8.15±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.7±0.4ms           | 22.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 20.1±0.1ms           | 20.2±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 120±2ms              | 122±4ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.51±0.1ms           | 8.35±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.1±0.3ms           | 20.4±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.40±0.1ms           | 8.35±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.0±0.3ms           | 20.2±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 8.04±0.1ms           | 8.11±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.4±0.1ms           | 20.5±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.8±0.4ms           | 25.7±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 35.6±0.5ms           | 35.6±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.18±0.02ms          | 8.25±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.9±0.2ms           | 21.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.13±0.08ms          | 9.13±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.4±0.4ms           | 22.7±0.3ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 8.11±0.1ms           | 7.95±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.9±0.3ms           | 20.6±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 540±6ms              | 542±7ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 550±7ms              | 550±7ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 47.7±0.9ms           | 47.0±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 140±5ms              | 133±2ms             |    0.95 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.24±0.04ms          | 8.28±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.1±0.5ms           | 19.4±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.50±0.1ms           | 8.20±0.2ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 23.1±0.4ms           | 22.6±0.5ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.44±0.06ms          | 8.41±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.8±0.5ms           | 22.0±0.2ms          |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.57±0.2ms           | 8.52±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 22.3±0.3ms           | 22.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.6±0.4ms           | 22.0±0.3ms          |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 85.0±1ms             | 84.2±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.3±0.4ms           | 22.1±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 96.8±0.9ms           | 96.0±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.9±0.4ms           | 21.2±0.3ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.4±0.9ms           | 53.7±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.53±0.08ms          | 8.75±0.1ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.9±0.6ms           | 27.2±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.51±0.2ms           | 8.39±0.1ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.6±0.6ms           | 28.2±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.23±0.1ms           | 8.24±0.07ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.7±0.3ms           | 22.7±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 229±2ms              | 226±3ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 290±4ms              | 281±5ms             |    0.97 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.20±0.01ms          | 1.19±0.02ms         |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 407±3μs              | 416±7μs             |    1.02 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 2.06±0.05ms          | 2.10±0.03ms         |    1.02 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.52±0.01ms          | 1.51±0.02ms         |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 81.7±2ms             | 79.7±1ms            |    0.98 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 24.6±0.8ms           | 25.7±1ms            |    1.04 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 93.4±2ms             | 91.9±1ms            |    0.98 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 18.5±0.5μs           | 18.5±0.2μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 86.5±2ms             | 84.7±2ms            |    0.98 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 27.4±0.9ms           | 27.8±0.7ms          |    1.02 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 95.4±3ms             | 95.4±2ms            |    1    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 18.2±0.3μs           | 18.3±0.4μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 163±4ms              | 159±2ms             |    0.98 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 65.2±2ms             | 62.3±1ms            |    0.96 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 186±2ms              | 184±1ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 56.2±0.3μs           | 56.9±0.4μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 231±8ms              | 225±3ms             |    0.98 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 135±5ms              | 131±1ms             |    0.98 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 264±10ms             | 256±4ms             |    0.97 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 393±7μs              | 405±9μs             |    1.03 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 993±20μs             | 975±5μs             |    0.98 | import_iris.Iris.time__concatenate                                                          |
|          | 237±9μs              | 229±6μs             |    0.97 | import_iris.Iris.time__constraints                                                          |
|          | 137±1μs              | 140±2μs             |    1.02 | import_iris.Iris.time__data_manager                                                         |
|          | 108±2μs              | 109±2μs             |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 179±2μs              | 174±1μs             |    0.97 | import_iris.Iris.time__lazy_data                                                            |
|          | 1.10±0.01ms          | 1.09±0.01ms         |    0.99 | import_iris.Iris.time__merge                                                                |
|          | 72.8±0.6μs           | 73.7±1μs            |    1.01 | import_iris.Iris.time__representation                                                       |
|          | 713±6μs              | 727±10μs            |    1.02 | import_iris.Iris.time_analysis                                                              |
|          | 153±2μs              | 152±0.4μs           |    0.99 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 106±5μs              | 107±0.7μs           |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 282±7μs              | 282±3μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 221±3μs              | 218±2μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 128±5μs              | 128±0.7μs           |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 145±4μs              | 140±0.9μs           |    0.96 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 360±4μs              | 357±8μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 93.8±0.8μs           | 92.9±0.4μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 230±1μs              | 227±1μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.8±1μs             | 96.8±0.6μs          |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 199±2μs              | 194±1μs             |    0.98 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 415±10μs             | 397±30μs            |    0.96 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.0±0.7μs           | 81.3±0.6μs          |    1    | import_iris.Iris.time_common                                                                |
|          | 193±1μs              | 194±1μs             |    1    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.59±0.01ms          | 1.57±0.01ms         |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 208±8μs              | 207±3μs             |    0.99 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.30±0.01ms          | 1.29±0ms            |    0.99 | import_iris.Iris.time_common_resolve                                                        |
|          | 226±2μs              | 226±1μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 137±0.7μs            | 136±4μs             |    0.99 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 472±10μs             | 467±20μs            |    0.99 | import_iris.Iris.time_coord_systems                                                         |
|          | 959±10μs             | 951±8μs             |    0.99 | import_iris.Iris.time_coords                                                                |
|          | 871±50μs             | 809±60μs            |    0.93 | import_iris.Iris.time_cube                                                                  |
|          | 294±4μs              | 289±6μs             |    0.98 | import_iris.Iris.time_exceptions                                                            |
|          | 73.9±0.4μs           | 74.6±0.6μs          |    1.01 | import_iris.Iris.time_experimental                                                          |
|          | 181±0.9μs            | 182±0.6μs           |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 302±2μs              | 298±2μs             |    0.99 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.65±0.04ms          | 2.67±0.03ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.3±0.9μs           | 76.9±0.5μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 128±3μs              | 127±4μs             |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 537±3μs              | 535±6μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.49±0.04ms          | 4.48±0.04ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 73.2±0.8μs           | 71.3±1μs            |    0.97 | import_iris.Iris.time_fileformats_name                                                      |
|          | 270±2μs              | 268±4μs             |    0.99 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 116±1μs              | 117±2μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 172±2μs              | 172±1μs             |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 330±7μs              | 335±10μs            |    1.02 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 912±10μs             | 903±5μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 183±2μs              | 180±3μs             |    0.98 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 132±1μs              | 136±0.8μs           |    1.03 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 617±3μs              | 611±2μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 260±2μs              | 260±2μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.8±0.2μs           | 81.2±0.9μs          |    1.02 | import_iris.Iris.time_fileformats_um                                                        |
|          | 176±3μs              | 171±0.6μs           |    0.97 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 158±1μs              | 159±0.7μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.2±0.7μs           | 73.3±0.7μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.1±1μs             | 82.7±1μs            |    1.06 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 990±10μs             | 982±6μs             |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 145±1μs              | 143±0.7μs           |    0.99 | import_iris.Iris.time_io                                                                    |
|          | 217±3μs              | 218±3μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 221±2μs              | 222±2μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 142±0.6μs            | 141±0.6μs           |    1    | import_iris.Iris.time_iterate                                                               |
|          | 8.25±0.03ms          | 8.28±0.05ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.78±0.01ms          | 1.81±0.02ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 232±7μs              | 233±4μs             |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.11±0.03ms          | 2.16±0.1ms          |    1.02 | import_iris.Iris.time_std_names                                                             |
|          | 1.84±0.01ms          | 1.84±0.01ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 295±10ms             | 281±5ms             |    0.95 | import_iris.Iris.time_tests                                                                 |
|          | 238±1μs              | 247±4μs             |    1.04 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.11±0.03ms          | 5.14±0.03ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 122±0.7μs            | 121±0.4μs           |    0.99 | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.60±0.02ms          | 2.59±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 551±1μs              | 557±9μs             |    1.01 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 171±0.6μs            | 171±5μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 115±3μs              | 115±1μs             |    1    | import_iris.Iris.time_time                                                                  |
|          | 874±10μs             | 877±4μs             |    1    | import_iris.Iris.time_util                                                                  |
|          | 95.6±0.8μs           | 95.7±0.4μs          |    1    | iterate.IZip.time_izip                                                                      |
|          | 10.0±0.2ms           | 10.2±0.2ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.2±0.4ms           | 17.1±0.5ms          |    1.05 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.92±0.1ms           | 10.0±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.95±0.1ms           | 10.2±0.1ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.9±0.1ms           | 14.1±0.7ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.92±0.06ms          | 10.0±0.08ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.53±0.01s           | 1.57±0.03s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.9±0.2ms           | 13.0±0.1ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.53±0.01s           | 1.57±0.01s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.54±0.01s           | 1.58±0.03s          |    1.03 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 13.0±0.08ms          | 13.3±0.4ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.53±0.01s           | 1.56±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.28±0.02ms          | 5.35±0.06ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.8±0.4ms           | 12.8±0.5ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.19±0.06ms          | 5.33±0.08ms         |    1.03 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.29±0.06ms          | 5.39±0.02ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.6±0.2ms           | 13.2±0.6ms          |    1.04 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.12±0.07ms          | 5.22±0.03ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 23.9±1ms             | 24.5±0.8ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 20.4±0.8ms           | 21.1±0.9ms          |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.8±1ms             | 11.9±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 27.7±0.9ms           | 28.4±2ms            |    1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 80.1±0.8ms           | 81.0±0.8ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.1±1ms             | 27.4±1ms            |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 652±4ms              | 673±10ms            |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.30±0.03ms          | 3.30±0.2ms          |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 649±3ms              | 671±10ms            |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 656±5ms              | 661±10ms            |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.38±0.09ms          | 3.34±0.3ms          |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 650±1ms              | 657±10ms            |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.13±0.03ms          | 2.26±0.09ms         |    1.06 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.23±0.06ms          | 3.43±0.2ms          |    1.06 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.18±0.06ms          | 2.32±0.09ms         |    1.06 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.18±0.07ms          | 2.38±0.1ms          |    1.09 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.33±0.08ms          | 3.58±0.1ms          |    1.08 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.15±0.03ms          | 2.20±0.04ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 371±5ms              | 373±6ms             |    1.01 | load.ManyCubes.time_many_cube_load                                                          |
|          | 93.2±1ms             | 95.5±2ms            |    1.02 | load.ManyVars.time_many_var_load                                                            |
|          | 10.2±0.1ms           | 10.3±0.2ms          |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.1±0.1ms           | 10.1±0.4ms          |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.57±0.02s           | 1.60±0.02s          |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.56±0.01s           | 1.56±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.36±0.02ms          | 5.43±0.05ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.18±0.07ms          | 5.26±0.02ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.28±0.1ms           | 9.18±0.05ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.66±0.03ms          | 5.63±0.05ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.54±0.01s           | 1.56±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 447±8ms              | 449±6ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.45±0.07ms          | 4.65±0.1ms          |    1.04 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.38±0.02ms          | 4.28±0.02ms         |    0.98 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 159±1ms              | 162±3ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.5±0.2ms           | 15.8±0.3ms          |    1.02 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 157±0.9ms            | 160±2ms             |    1.02 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.7±0.1ms           | 32.1±0.8ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.2±0.1ms           | 15.8±0.6ms          |    1.04 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.2±0.1ms           | 31.8±0.8ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 20.0±0.4ms           | 20.3±0.8ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 52.6±0.6ms           | 51.2±0.5ms          |    0.97 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.60±0.2ms           | 9.80±0.2ms          |    1.02 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 17.3±0.3ms           | 17.1±0.9ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 20.4±0.4ms           | 20.0±0.4ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 20.4±0.2ms           | 20.1±0.8ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.75±0.3ms           | 9.64±0.4ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.5±1ms             | 12.7±0.5ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.6±0.5ms           | 23.2±0.6ms          |    1.03 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 62.8±0.9ms           | 62.7±2ms            |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 22.1±0.4ms           | 22.9±0.5ms          |    1.04 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 23.9±0.5ms           | 25.0±0.6ms          |    1.05 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.26±0.1ms           | 3.30±0.1ms          |    1.01 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.42±0.2ms           | 4.20±0.08ms         |    0.95 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 42.2±2ms             | 41.5±0.5ms          |    0.98 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 967±20ms             | 963±20ms            |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.24±0.02s           | 1.22±0.03s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 436±10ms             | 439±20ms            |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.43±0.01G           | 2.43±0.01G          |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 121±4M               | 121±3M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 31.5±1ms             | 31.5±3ms            |    1    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 377±2ns              | 381±6ns             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 198±2ms              | 197±1ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.6k             | 771±0.7k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 19.4±0.1ms           | 19.9±0.3ms          |    1.03 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 23.0±0.5ms           | 22.9±0.5ms          |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.24±0M              | 1.23±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0M                | 25±0M               |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 113±0.7ms            | 113±3ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 449±4ms              | 449±6ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.62±0.04M           | 1.62±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.6±0.04M           | 96.7±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 74.2±0.7ms           | 73.0±4ms            |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 412±3ms              | 410±5ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.5±0.02M            | 1.5±0.03M           |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.5±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.59±0.07ms          | 6.60±0.07ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 52.1±0.3ms           | 51.4±1ms            |    0.99 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 101±7ms              | 110±6ms             |    1.09 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 46.4±1ms             | 48.0±3ms            |    1.04 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.3M             | 107±0.07M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.59±0.07ms          | 4.55±0.1ms          |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 79.4±0.6ms           | 80.3±3ms            |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 27.8±20ms            | 26.2±20ms           |    0.94 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 273±2ms              | 274±2ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 94.2±8ns             | 96.4±3ns            |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 60.1±0.6ms           | 59.6±2ms            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 95.0±8ns             | 99.0±3ns            |    1.04 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 239±2ms              | 241±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.5±0.5k            | 30.5±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.86±0.2M            | 1.96±0.09M          |    1.06 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.5±0.3k            | 30.6±0.3k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 191±20M              | 225±20M             |    1.18 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.9±0.6ms           | 40.3±0.5ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 9.51±0.3ms           | 9.38±0.3ms          |    0.99 | stats.PearsonR.time_real                                                                    |
|          | 30.6±2M              | 31.2±0.9M           |    1.02 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0.01M          |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 22.7±0.2ms           | 22.8±0.5ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 58.7±1ms             | 60.3±4ms            |    1.03 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.04M           | 17.6±0.04M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.77±0.05M           | 7.77±0.05M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 25947880238

@github-actions
Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 06b1abb

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [3cd9f853]    | After [06b1abb6]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.5±0.3ms           | 21.0±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 54.8±0.7ms           | 53.7±0.5ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.9±0.5ms           | 36.1±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 177±4ms              | 172±2ms             |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.9±0.4ms           | 23.0±0.3ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 33.7±1ms             | 33.1±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.7±0.9ms           | 22.8±0.2ms          |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 33.5±0.7ms           | 32.6±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.1±0.2ms           | 20.6±0.1ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 46.4±0.9ms           | 46.1±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 137±7ms              | 138±8ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 143±4ms              | 139±2ms             |    0.97 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 22.5±0.4ms           | 22.6±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 50.4±0.8ms           | 49.9±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.4±0.3ms           | 23.3±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 59.3±0.6ms           | 59.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.1±0.5ms           | 21.2±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 45.6±0.9ms           | 45.8±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.12±0.01s           | 1.12±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.12±0.01s           | 1.10±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 222±3ms              | 227±1ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 386±9ms              | 395±8ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.1±0.3ms           | 22.3±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 31.6±0.4ms           | 31.6±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.0±0.3ms           | 22.7±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.3±0.8ms           | 60.3±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.7±0.4ms           | 22.8±0.1ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 65.3±0.6ms           | 64.2±0.9ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.7±0.1ms           | 23.2±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 60.7±0.8ms           | 60.9±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 8.04±0.02ms          | 8.35±0.09ms         |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 22.3±0.2ms           | 22.6±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 20.7±0.3ms           | 20.5±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 131±4ms              | 125±2ms             |    0.96 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.55±0.09ms          | 8.62±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.9±0.2ms           | 20.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.44±0.08ms          | 8.75±0.06ms         |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 20.8±0.4ms           | 20.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.93±0.09ms          | 7.97±0.07ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 21.4±0.2ms           | 21.4±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.4±0.3ms           | 25.5±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 36.5±0.5ms           | 36.7±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.29±0.06ms          | 8.40±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 21.6±0.3ms           | 21.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 9.48±0.1ms           | 9.41±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.8±0.3ms           | 23.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 8.00±0.1ms           | 8.25±0.2ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 21.6±0.2ms           | 20.9±0.4ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 539±5ms              | 536±4ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 547±5ms              | 546±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 47.7±1ms             | 48.2±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 144±3ms              | 141±3ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.20±0.2ms           | 8.29±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 20.3±0.5ms           | 20.8±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.41±0.1ms           | 8.54±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 23.0±0.6ms           | 23.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.75±0.2ms           | 8.90±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.9±0.2ms           | 23.2±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.63±0.2ms           | 8.63±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 22.6±0.3ms           | 22.5±0.2ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.5±0.5ms           | 22.3±0.2ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 86.1±0.8ms           | 86.4±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 23.1±0.5ms           | 22.4±0.1ms          |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 98.3±1ms             | 99.0±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.0±0.4ms           | 21.3±0.3ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 56.1±0.7ms           | 55.4±0.7ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.87±0.2ms           | 8.86±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 28.2±0.5ms           | 28.4±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.41±0.1ms           | 8.71±0.2ms          |    1.04 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 29.8±0.5ms           | 29.7±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 8.29±0.2ms           | 8.36±0.2ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 23.4±0.3ms           | 23.6±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 232±3ms              | 235±4ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 297±3ms              | 296±4ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.18±0.02ms          | 1.21±0.01ms         |    1.02 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 411±7μs              | 411±2μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 2.14±0.04ms          | 2.17±0.05ms         |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.51±0.02ms          | 1.52±0.02ms         |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.3±0.9ms           | 84.9±1ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.4±0.4ms           | 25.3±0.9ms          |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 98.9±1ms             | 95.6±2ms            |    0.97 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 18.8±0.4μs           | 18.3±0.3μs          |    0.97 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 90.4±3ms             | 89.4±4ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.2±1ms             | 28.9±1ms            |    1.03 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 103±5ms              | 99.8±3ms            |    0.97 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 18.1±0.3μs           | 18.0±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 174±3ms              | 168±2ms             |    0.97 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 68.3±0.8ms           | 65.8±0.9ms          |    0.96 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 197±2ms              | 196±3ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 57.5±0.8μs           | 57.0±1μs            |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 245±6ms              | 244±5ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 143±4ms              | 145±3ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 276±7ms              | 274±7ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 398±3μs              | 398±5μs             |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 992±10μs             | 998±20μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 230±3μs              | 234±3μs             |    1.02 | import_iris.Iris.time__constraints                                                          |
|          | 140±0.5μs            | 142±2μs             |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 111±7μs              | 110±2μs             |    1    | import_iris.Iris.time__deprecation                                                          |
|          | 180±6μs              | 181±2μs             |    1    | import_iris.Iris.time__lazy_data                                                            |
|          | 1.12±0.03ms          | 1.10±0ms            |    0.98 | import_iris.Iris.time__merge                                                                |
|          | 74.6±0.4μs           | 75.5±1μs            |    1.01 | import_iris.Iris.time__representation                                                       |
|          | 731±4μs              | 727±4μs             |    1    | import_iris.Iris.time_analysis                                                              |
|          | 154±0.9μs            | 158±3μs             |    1.02 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 107±1μs              | 110±0.9μs           |    1.03 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 285±2μs              | 291±5μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 224±3μs              | 225±7μs             |    1.01 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 130±1μs              | 132±2μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 143±3μs              | 144±2μs             |    1.01 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 360±2μs              | 364±2μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 94.8±1μs             | 94.7±0.6μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 234±3μs              | 235±2μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                        |
|          | 97.6±0.8μs           | 99.3±2μs            |    1.02 | import_iris.Iris.time_analysis_stats                                                        |
|          | 199±3μs              | 208±3μs             |    1.05 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 399±3μs              | 408±10μs            |    1.02 | import_iris.Iris.time_aux_factory                                                           |
|          | 81.8±0.4μs           | 83.0±0.5μs          |    1.01 | import_iris.Iris.time_common                                                                |
|          | 196±3μs              | 201±7μs             |    1.02 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.60±0.02ms          | 1.61±0.02ms         |    1.01 | import_iris.Iris.time_common_metadata                                                       |
|          | 209±0.6μs            | 210±4μs             |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.30±0.01ms          | 1.30±0ms            |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 229±6μs              | 230±2μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 138±1μs              | 140±4μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 472±4μs              | 495±20μs            |    1.05 | import_iris.Iris.time_coord_systems                                                         |
|          | 959±9μs              | 956±8μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 917±60μs             | 846±40μs            |    0.92 | import_iris.Iris.time_cube                                                                  |
|          | 293±3μs              | 295±3μs             |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 74.4±0.4μs           | 77.3±0.6μs          |    1.04 | import_iris.Iris.time_experimental                                                          |
|          | 181±0.8μs            | 184±2μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 301±2μs              | 306±1μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.66±0.03ms          | 2.70±0.05ms         |    1.02 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.6±0.4μs           | 81.2±1μs            |    1.06 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 129±1μs              | 130±1μs             |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 542±10μs             | 555±7μs             |    1.02 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.63±0.05ms          | 4.83±0.2ms          |    1.04 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 72.0±0.3μs           | 73.4±0.3μs          |    1.02 | import_iris.Iris.time_fileformats_name                                                      |
|          | 271±2μs              | 276±4μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 117±0.8μs            | 118±1μs             |    1.01 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 174±0.9μs            | 182±2μs             |    1.05 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 337±4μs              | 342±3μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 910±4μs              | 919±4μs             |    1.01 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 182±5μs              | 182±2μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 136±1μs              | 138±1μs             |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 626±9μs              | 618±6μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 265±2μs              | 264±3μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 80.8±0.6μs           | 82.0±0.9μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 174±1μs              | 176±2μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 160±5μs              | 164±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.0±0.5μs           | 74.7±0.7μs          |    1.02 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 81.5±1μs             | 81.4±0.9μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 988±3μs              | 995±7μs             |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 144±1μs              | 149±2μs             |    1.03 | import_iris.Iris.time_io                                                                    |
|          | 220±2μs              | 224±5μs             |    1.02 | import_iris.Iris.time_io_format_picker                                                      |
|          | 222±1μs              | 226±2μs             |    1.02 | import_iris.Iris.time_iris                                                                  |
|          | 142±0.7μs            | 145±1μs             |    1.02 | import_iris.Iris.time_iterate                                                               |
|          | 8.38±0.03ms          | 8.46±0.08ms         |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 1.80±0.01ms          | 1.81±0.01ms         |    1.01 | import_iris.Iris.time_plot                                                                  |
|          | 234±0.8μs            | 239±6μs             |    1.02 | import_iris.Iris.time_quickplot                                                             |
|          | 2.15±0.06ms          | 2.18±0.01ms         |    1.01 | import_iris.Iris.time_std_names                                                             |
|          | 1.88±0.01ms          | 1.89±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 106±1ms              | 107±1ms             |    1.01 | import_iris.Iris.time_tests                                                                 |
|          | 239±3μs              | 244±1μs             |    1.02 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.15±0.03ms          | 5.18±0.05ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 123±3μs              | 123±0.8μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.65±0.01ms          | 2.64±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 555±3μs              | 577±10μs            |    1.04 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 172±0.7μs            | 175±1μs             |    1.02 | import_iris.Iris.time_third_party_scipy                                                     |
|          | 115±0.8μs            | 117±0.9μs           |    1.02 | import_iris.Iris.time_time                                                                  |
|          | 882±2μs              | 887±10μs            |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 96.6±1μs             | 96.2±1μs            |    1    | iterate.IZip.time_izip                                                                      |
|          | 10.3±0.3ms           | 10.3±0.07ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 18.2±0.5ms           | 17.9±1ms            |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.2±0.06ms          | 10.3±0.2ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.2±0.06ms          | 10.4±0.03ms         |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.5±0.2ms           | 14.3±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.2±0.07ms          | 10.2±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.59±0.02s           | 1.60±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 13.2±0.2ms           | 13.3±0.2ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.57±0.01s           | 1.60±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.58±0.01s           | 1.60±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 13.3±0.1ms           | 13.4±0.1ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.57±0.01s           | 1.58±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.39±0.02ms          | 5.68±0.05ms         |    1.05 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 13.1±0.2ms           | 13.2±0.09ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.27±0.1ms           | 5.30±0.01ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.44±0.03ms          | 5.43±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 13.1±0.2ms           | 13.0±0.1ms          |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.22±0.03ms          | 5.32±0.06ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 25.6±0.6ms           | 25.4±2ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 21.9±1ms             | 22.2±0.7ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.3±0.8ms           | 12.2±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 29.1±2ms             | 29.1±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 81.7±0.7ms           | 82.2±0.5ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.9±1ms             | 28.5±1ms            |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 671±5ms              | 673±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.58±0.09ms          | 3.62±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 670±3ms              | 670±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 678±6ms              | 681±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.58±0.09ms          | 3.69±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 675±3ms              | 678±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.28±0.06ms          | 2.39±0.07ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.54±0.1ms           | 3.53±0.2ms          |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.21±0.08ms          | 2.29±0.07ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.37±0.05ms          | 2.34±0.07ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.57±0.1ms           | 3.59±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.25±0.07ms          | 2.28±0.08ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 378±3ms              | 390±7ms             |    1.03 | load.ManyCubes.time_many_cube_load                                                          |
|          | 97.5±1ms             | 96.7±1ms            |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 10.4±0.08ms          | 10.6±0.2ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.3±0.2ms           | 10.4±0.1ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.62±0.03s           | 1.63±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.60±0.01s           | 1.61±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.42±0.04ms          | 5.64±0.06ms         |    1.04 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.39±0.05ms          | 5.40±0.04ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.37±0.2ms           | 9.57±0.1ms          |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.78±0.1ms           | 5.80±0.06ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.58±0.01s           | 1.60±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 448±2ms              | 453±10ms            |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.59±0.03ms          | 4.60±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.36±0.06ms          | 4.41±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 167±2ms              | 167±1ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 16.1±0.2ms           | 16.5±0.3ms          |    1.03 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 162±0.5ms            | 163±1ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 33.1±0.3ms           | 33.2±0.3ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.8±0.7ms           | 16.4±0.4ms          |    1.03 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.0±0.5ms           | 33.5±0.8ms          |    1.05 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 21.3±0.6ms           | 22.2±0.5ms          |    1.04 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 54.2±0.7ms           | 54.7±0.6ms          |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 10.0±0.2ms           | 10.3±0.4ms          |    1.03 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 18.7±0.3ms           | 18.5±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 21.6±0.4ms           | 21.7±0.4ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 22.0±0.5ms           | 22.0±0.4ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 10.3±0.4ms           | 9.95±0.5ms          |    0.97 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 13.3±0.3ms           | 13.6±0.3ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 24.6±0.6ms           | 23.8±0.4ms          |    0.97 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 66.1±0.8ms           | 66.0±1ms            |    1    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 23.7±0.6ms           | 23.9±0.7ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 25.6±0.9ms           | 25.8±0.9ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.84±0.1ms           | 3.89±0.2ms          |    1.01 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.99±0.1ms           | 4.90±0.2ms          |    0.98 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 49.9±2ms             | 47.5±1ms            |    0.95 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.06±0.03s           | 1.03±0.03s          |    0.97 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.30±0.03s           | 1.28±0.04s          |    0.99 | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 444±8ms              | 454±20ms            |    1.02 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.43±0.01G           | 2.43±0.01G          |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 121±2M               | 121±2M              |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 35.6±0.9ms           | 35.6±0.8ms          |    1    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 371±3ns              | 380±4ns             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 199±1ms              | 201±2ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.6k             | 771±0.6k            |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 20.2±0.5ms           | 19.8±0.5ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 23.3±0.5ms           | 23.5±0.4ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.23±0M              | 1.24±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0M                | 25±0M               |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 117±3ms              | 117±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 465±5ms              | 461±4ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.6±0.03M            | 1.62±0.04M          |    1.01 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.7±0.03M           | 96.7±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 76.6±2ms             | 79.8±1ms            |    1.04 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 424±4ms              | 418±3ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.48±0.04M           | 1.51±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.05M           | 96.5±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.75±0.08ms          | 6.80±0.2ms          |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 56.3±1ms             | 54.4±0.8ms          |    0.97 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 114±6ms              | 102±6ms             |    0.9  | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 52.4±2ms             | 50.0±0.8ms          |    0.95 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.3M             | 107±0.08M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.85±0.03ms          | 4.85±0.08ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 85.3±0.6ms           | 83.9±0.8ms          |    0.98 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 26.7±20ms            | 27.2±20ms           |    1.02 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 290±3ms              | 288±2ms             |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 94.3±0.5ns           | 94.2±1ns            |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 63.7±0.5ms           | 63.2±0.9ms          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 94.3±0.4ns           | 95.1±0.6ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 252±3ms              | 255±2ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.6±0.4k            | 30.5±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.88±0.1M            | 1.96±0.1M           |    1.04 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.5±0.5k            | 30.5±0.4k           |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±10M              | 242±10M             |    1.17 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.8±0.6ms           | 40.6±0.6ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 10.1±0.3ms           | 9.94±0.3ms          |    0.98 | stats.PearsonR.time_real                                                                    |
|          | 31±0.8M              | 31.5±0.7M           |    1.02 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.6±0.3ms           | 24.1±0.4ms          |    1.02 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 60.4±0.7ms           | 60.2±4ms            |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.04M           | 17.6±0.04M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.77±0.05M           | 7.76±0.05M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 25947880213

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts Bot A bot generated issue/pull-request New: Pull Request

Projects

Status: No status

Development

Successfully merging this pull request may close these issues.

1 participant