Skip to content

[CI Bot] environment lockfiles auto-update - #7243

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

[CI Bot] environment lockfiles auto-update#7243
scitools-ci[bot] wants to merge 1 commit into
mainfrom
auto-update-lockfiles

Conversation

@scitools-ci

@scitools-ci scitools-ci Bot commented Aug 1, 2026

Copy link
Copy Markdown
Contributor

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 Aug 1, 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 Aug 1, 2026

@scitools-ci scitools-ci Bot left a comment

Copy link
Copy Markdown
Contributor Author

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

codecov Bot commented Aug 1, 2026

Copy link
Copy Markdown

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.42%. Comparing base (c508ac8) to head (2e8752d).

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #7243   +/-   ##
=======================================
  Coverage   90.42%   90.42%           
=======================================
  Files          93       93           
  Lines       25812    25812           
  Branches     4795     4795           
=======================================
  Hits        23340    23340           
  Misses       1693     1693           
  Partials      779      779           

☔ View full report in Codecov by Harness.
📢 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

github-actions Bot commented Aug 1, 2026

Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 09072ef

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [c508ac80]    | After [09072ef2]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.7±1ms             | 20.5±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 50.4±0.7ms           | 51.6±0.9ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.4±2ms             | 34.3±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 160±2ms              | 162±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.7±1ms             | 22.8±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.3±0.5ms           | 30.7±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.1±1ms             | 23.0±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.7±0.4ms           | 30.7±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.5±1ms             | 20.6±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 43.7±2ms             | 43.7±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 131±0.4ms            | 132±0.3ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 131±0.6ms            | 132±0.7ms           |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.3±1ms             | 21.7±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.2±0.7ms           | 48.1±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.0±1ms             | 22.9±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.4±0.5ms           | 56.5±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.4±1ms             | 20.5±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 42.9±0.9ms           | 42.6±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.07±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.05±0s              | 1.05±0.01s          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 215±4ms              | 216±4ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 377±10ms             | 369±10ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.9±1ms             | 21.5±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.5±0.4ms           | 29.2±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.7±2ms             | 21.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 57.1±0.7ms           | 57.6±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.7±1ms             | 22.6±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.3±1ms             | 60.5±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.5±1ms             | 22.7±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.2±0.6ms           | 56.6±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.54±0.04ms          | 7.53±0.07ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 20.8±0.3ms           | 20.9±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.2±0.1ms           | 19.2±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 117±0.9ms            | 117±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.92±0.07ms          | 7.93±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.3±0.2ms           | 19.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.84±0.03ms          | 7.87±0.02ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 18.9±0.2ms           | 19.0±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.40±0.04ms          | 7.37±0.04ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.7±0.2ms           | 19.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.2±2ms             | 25.3±2ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.5±0.6ms           | 34.3±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.69±0.03ms          | 7.70±0.02ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 19.9±0.3ms           | 20.1±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.56±0.06ms          | 8.61±0.05ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 21.7±0.2ms           | 22.4±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.44±0.04ms          | 7.39±0.08ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.5±0.5ms           | 19.9±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 568±1ms              | 569±0.8ms           |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 576±2ms              | 577±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 44.9±0.7ms           | 44.2±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 133±3ms              | 130±3ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.79±0.05ms          | 7.76±0.08ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 18.9±0.2ms           | 19.0±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.66±0.04ms          | 7.79±0.09ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.4±0.2ms           | 21.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.06±0.1ms           | 7.94±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.3±0.3ms           | 21.3±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 7.99±0.07ms          | 7.93±0.05ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 20.8±0.4ms           | 21.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 21.9±1ms             | 22.3±2ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.2±0.8ms           | 80.4±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.9±1ms             | 22.0±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 92.1±0.9ms           | 92.3±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.3±1ms             | 21.0±1ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 52.0±1ms             | 53.0±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 7.92±0.07ms          | 7.93±0.06ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.1±0.4ms           | 26.0±0.5ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.76±0.03ms          | 7.92±0.03ms         |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.5±0.5ms           | 27.7±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.58±0.05ms          | 7.54±0.06ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.4±0.6ms           | 21.8±0.5ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 201±1ms              | 206±3ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 266±2ms              | 264±2ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.10±0.01ms          | 1.11±0.01ms         |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 383±4μs              | 385±4μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.84±0.02ms          | 1.84±0.01ms         |    1    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.27±0.01ms          | 1.29±0.01ms         |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 79.7±2ms             | 80.5±3ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.1±1ms             | 25.2±1ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 93.3±2ms             | 93.4±3ms            |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.6±0.2μs           | 16.5±0.1μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 81.3±1ms             | 82.8±2ms            |    1.02 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.3±0.7ms           | 28.0±0.7ms          |    0.99 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 95.8±1ms             | 92.7±2ms            |    0.97 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.4±0.1μs           | 16.7±0.1μs          |    1.01 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 154±3ms              | 156±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 65.3±1ms             | 65.5±0.5ms          |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 182±3ms              | 181±7ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.5±0.4μs           | 52.6±0.3μs          |    1    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 222±4ms              | 224±4ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 132±0.8ms            | 132±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 247±2ms              | 253±3ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 330±4μs              | 332±4μs             |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 851±6μs              | 851±9μs             |    1    | import_iris.Iris.time__concatenate                                                          |
|          | 187±2μs              | 184±3μs             |    0.98 | import_iris.Iris.time__constraints                                                          |
|          | 115±2μs              | 115±0.6μs           |    1.01 | import_iris.Iris.time__data_manager                                                         |
|          | 100±1μs              | 98.5±2μs            |    0.98 | import_iris.Iris.time__deprecation                                                          |
|          | 166±0.9μs            | 163±1μs             |    0.98 | import_iris.Iris.time__lazy_data                                                            |
|          | 971±9μs              | 982±10μs            |    1.01 | import_iris.Iris.time__merge                                                                |
|          | 73.5±0.4μs           | 71.9±0.3μs          |    0.98 | import_iris.Iris.time__representation                                                       |
|          | 613±5μs              | 618±10μs            |    1.01 | import_iris.Iris.time_analysis                                                              |
|          | 139±0.9μs            | 138±2μs             |    0.99 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 122±1μs              | 121±2μs             |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 253±3μs              | 248±3μs             |    0.98 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 186±2μs              | 184±3μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 108±0.3μs            | 107±0.7μs           |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 139±0.7μs            | 137±0.9μs           |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 334±5μs              | 328±2μs             |    0.98 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.5±0.7μs           | 90.4±1μs            |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 207±1μs              | 206±2μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 92.5±0.5μs           | 93.6±0.6μs          |    1.01 | import_iris.Iris.time_analysis_stats                                                        |
|          | 167±1μs              | 166±2μs             |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 313±3μs              | 313±5μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 79.3±0.7μs           | 79.8±0.5μs          |    1.01 | import_iris.Iris.time_common                                                                |
|          | 156±1μs              | 158±2μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.56±0.02ms          | 1.54±0.02ms         |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 176±1μs              | 173±2μs             |    0.99 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.16±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 248±2μs              | 247±1μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 133±0.7μs            | 135±2μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 373±4μs              | 376±5μs             |    1.01 | import_iris.Iris.time_coord_systems                                                         |
|          | 819±10μs             | 819±20μs            |    1    | import_iris.Iris.time_coords                                                                |
|          | 717±3μs              | 717±4μs             |    1    | import_iris.Iris.time_cube                                                                  |
|          | 261±2μs              | 260±2μs             |    1    | import_iris.Iris.time_exceptions                                                            |
|          | 72.9±0.4μs           | 72.6±0.8μs          |    1    | import_iris.Iris.time_experimental                                                          |
|          | 190±2μs              | 187±0.6μs           |    0.98 | import_iris.Iris.time_fileformats                                                           |
|          | 251±2μs              | 256±2μs             |    1.02 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.57±0.01ms          | 2.59±0.01ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 75.2±0.4μs           | 74.8±0.6μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 112±1μs              | 112±1μs             |    1    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 430±3μs              | 429±2μs             |    1    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.49±0.02ms          | 4.50±0.03ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 69.7±0.8μs           | 70.8±0.6μs          |    1.02 | import_iris.Iris.time_fileformats_name                                                      |
|          | 253±0.8μs            | 251±4μs             |    0.99 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 113±0.7μs            | 114±0.7μs           |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 158±2μs              | 158±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 312±2μs              | 312±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 798±6μs              | 804±7μs             |    1.01 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 173±0.8μs            | 173±1μs             |    1    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 132±2μs              | 131±0.9μs           |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 566±3μs              | 573±5μs             |    1.01 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 223±2μs              | 222±2μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 79.9±0.5μs           | 80.3±0.4μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 156±2μs              | 157±0.9μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±2μs              | 137±0.9μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 70.5±0.6μs           | 71.3±0.4μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 77.0±0.4μs           | 77.9±0.5μs          |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 958±7μs              | 970±10μs            |    1.01 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 139±1μs              | 140±1μs             |    1.01 | import_iris.Iris.time_io                                                                    |
|          | 176±3μs              | 177±2μs             |    1.01 | import_iris.Iris.time_io_format_picker                                                      |
|          | 200±2μs              | 201±2μs             |    1    | import_iris.Iris.time_iris                                                                  |
|          | 124±1μs              | 125±0.6μs           |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 33.5±0.2ms           | 33.5±0.04ms         |    1    | import_iris.Iris.time_palette                                                               |
|          | 1.85±0.03ms          | 1.86±0.02ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 259±10μs             | 257±10μs            |    0.99 | import_iris.Iris.time_quickplot                                                             |
|          | 2.17±0ms             | 2.17±0.02ms         |    1    | import_iris.Iris.time_std_names                                                             |
|          | 1.84±0.01ms          | 1.84±0.01ms         |    1    | import_iris.Iris.time_symbols                                                               |
|          | 24.0±0.8ms           | 23.7±0.8ms          |    0.98 | import_iris.Iris.time_tests                                                                 |
|          | 230±2μs              | 234±2μs             |    1.02 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.98±0.03ms          | 4.97±0.03ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±0.7μs            | 119±2μs             |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.54±0.02ms          | 2.55±0.04ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 526±2μs              | 533±10μs            |    1.01 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 173±2μs              | 172±1μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 95.9±0.8μs           | 98.9±1μs            |    1.03 | import_iris.Iris.time_time                                                                  |
|          | 841±4μs              | 835±5μs             |    0.99 | import_iris.Iris.time_util                                                                  |
|          | 88.7±2μs             | 87.0±0.9μs          |    0.98 | iterate.IZip.time_izip                                                                      |
|          | 9.80±0.04ms          | 9.73±0.06ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.1±0.1ms           | 15.4±0.3ms          |    0.96 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.54±0.04ms          | 9.59±0.07ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.67±0.1ms           | 9.77±0.06ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 13.8±0.06ms          | 13.7±0.1ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.59±0.03ms          | 9.55±0.02ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.47±0.01s           | 1.48±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.6±0.03ms          | 12.8±0.04ms         |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.48±0.02s           | 1.47±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.47±0.02s           | 1.48±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.7±0.04ms          | 12.7±0.1ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.45±0.01s           | 1.46±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.16±0.06ms          | 5.18±0.05ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.4±0.06ms          | 12.3±0.05ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.04±0.04ms          | 4.99±0.01ms         |    0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.11±0.01ms          | 5.15±0.08ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.3±0.05ms          | 12.4±0.1ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.99±0.01ms          | 4.97±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.1±1ms             | 21.4±1ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 20.8±0.5ms           | 20.6±0.2ms          |    0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.9±0.9ms           | 12.5±0.9ms          |    1.05 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.4±1ms             | 28.3±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 79.8±0.8ms           | 79.4±0.5ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.9±1ms             | 28.0±0.9ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 643±3ms              | 645±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.33±0.06ms          | 3.40±0.09ms         |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 648±2ms              | 646±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 641±3ms              | 646±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.36±0.1ms           | 3.35±0.1ms          |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 639±5ms              | 640±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.19±0.06ms          | 2.22±0.07ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.26±0.08ms          | 3.37±0.1ms          |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.21±0.06ms          | 2.21±0.03ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.23±0.04ms          | 2.22±0.06ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.43±0.07ms          | 3.44±0.09ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.20±0.03ms          | 2.25±0.03ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 363±2ms              | 362±1ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 92.2±0.7ms           | 91.5±0.6ms          |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 9.91±0.08ms          | 9.85±0.08ms         |    0.99 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.73±0.09ms          | 9.81±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.51±0.01s           | 1.48±0.01s          |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.49±0.01s           | 1.48±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.14±0.02ms          | 5.17±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.04±0.03ms          | 4.99±0.04ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.95±0.02ms          | 8.91±0.1ms          |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.46±0.02ms          | 5.51±0.04ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.47±0.01s           | 1.48±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 420±2ms              | 418±4ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.31±0.03ms          | 4.33±0.04ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.14±0.02ms          | 4.15±0.04ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 152±0.8ms            | 153±1ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.1±0.07ms          | 15.1±0.07ms         |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 149±0.5ms            | 151±1ms             |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.5±0.1ms           | 31.0±0.2ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 14.9±0.09ms          | 14.8±0.04ms         |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.1±0.2ms           | 30.6±0.08ms         |    1.02 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 18.9±0.1ms           | 19.0±0.2ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 48.9±0.5ms           | 48.2±0.6ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.46±0.1ms           | 9.53±0.3ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.4±0.4ms           | 16.3±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.9±0.2ms           | 19.2±0.4ms          |    1.02 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.6±0.7ms           | 19.4±0.3ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.43±0.1ms           | 9.55±0.1ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.1±0.3ms           | 12.0±0.5ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 21.0±0.3ms           | 21.2±0.2ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 59.5±2ms             | 60.1±2ms            |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.2±0.2ms           | 21.5±0.4ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 22.6±0.3ms           | 22.7±0.7ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.30±0.1ms           | 3.29±0.07ms         |    1    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.35±0.2ms           | 4.19±0.1ms          |    0.96 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 42.5±1ms             | 42.3±1ms            |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 981±20ms             | 1.01±0.02s          |    1.03 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.07±0.01s           | 1.07±0.02s          |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 433±0.8ms            | 438±1ms             |    1.01 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.21±0G              | 2.21±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 71.7±4M              | 71.7±4M             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.0±1ms             | 34.2±0.7ms          |    1.04 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 366±3ns              | 355±5ns             |    0.97 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 158±3ms              | 158±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 769±3k               | 769±3k              |    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)      |
|          | 18.1±0.06ms          | 18.2±0.09ms         |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.3±0.2ms           | 21.5±0.2ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 821±2k               | 822±2k              |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0M              | 24.6±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 107±2ms              | 106±0.5ms           |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 403±2ms              | 402±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.44±0.1M            | 1.44±0.07M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.05M           | 96.5±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 70.7±0.7ms           | 70.9±0.8ms          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 362±4ms              | 364±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.37±0.03M           | 1.38±0.03M          |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.03M           | 96.4±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.175361             | 2.175361            |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01536099999998   | 216.01536099999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.35±0.05ms          | 6.40±0.03ms         |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 51.9±3ms             | 52.9±2ms            |    1.02 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 96.4±6ms             | 96.9±6ms            |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 53.7±0.9ms           | 53.6±0.2ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.09M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.52±0.03ms          | 4.50±0.03ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 77.0±0.4ms           | 77.2±0.6ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 22.3±6ms             | 25.9±20ms           |    1.16 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 275±1ms              | 277±2ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 92.2±1ns             | 90.6±0.5ns          |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 59.4±0.4ms           | 59.4±0.4ms          |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 92.6±0.5ns           | 91.7±0.4ns          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 242±1ms              | 242±2ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.5±1k              | 31.6±1k             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.82±0.1M            | 1.74±0.1M           |    0.96 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.5±1k              | 31.5±1k             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±10M              | 208±20M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.6±0.5ms           | 39.9±0.4ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 9.06±0.08ms          | 9.06±0.07ms         |    1    | stats.PearsonR.time_real                                                                    |
|          | 29.3±0.6M            | 28.9±0.3M           |    0.99 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 22.7±0.3ms           | 22.7±0.06ms         |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 77.5±0.2ms           | 78.0±0.3ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 30678795984

@github-actions

github-actions Bot commented Aug 1, 2026

Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 09072ef

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [c508ac80]    | After [09072ef2]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.7±1ms             | 20.6±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 51.4±0.7ms           | 52.3±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.7±1ms             | 34.5±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 161±1ms              | 164±2ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.9±1ms             | 23.0±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.1±0.3ms           | 31.0±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.1±1ms             | 22.8±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 30.7±0.3ms           | 31.3±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.6±1ms             | 20.6±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 42.6±0.8ms           | 43.6±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 133±0.6ms            | 133±0.4ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 134±1ms              | 133±0.6ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.7±2ms             | 21.6±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.4±1ms             | 48.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.2±1ms             | 23.3±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.0±0.8ms           | 57.5±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.7±2ms             | 20.6±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 43.6±1ms             | 43.7±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.08±0s              | 1.08±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0.01s           | 1.06±0s             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 216±4ms              | 213±3ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 359±10ms             | 365±7ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.4±1ms             | 21.7±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.4±0.4ms           | 29.3±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.9±1ms             | 22.2±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 57.5±0.6ms           | 57.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.0±1ms             | 22.6±1ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.4±1ms             | 61.8±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.5±1ms             | 22.5±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.8±0.6ms           | 58.5±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.59±0.03ms          | 7.50±0.07ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.0±0.3ms           | 21.4±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.2±0.09ms          | 19.2±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 121±4ms              | 120±3ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.95±0.08ms          | 7.91±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.0±0.1ms           | 19.7±0.3ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.88±0.05ms          | 7.89±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.1±0.4ms           | 19.5±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.39±0.05ms          | 7.50±0.04ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.6±0.3ms           | 20.3±0.3ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.2±2ms             | 25.7±1ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 34.0±0.6ms           | 35.1±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.76±0.04ms          | 7.74±0.04ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 19.9±0.2ms           | 20.6±0.4ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.62±0.03ms          | 8.72±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.1±0.2ms           | 22.9±0.4ms          |    1.04 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.48±0.1ms           | 7.47±0.09ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.1±0.5ms           | 20.3±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 570±0.4ms            | 570±0.7ms           |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 577±2ms              | 577±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.3±0.2ms           | 45.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 139±3ms              | 138±5ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.77±0.05ms          | 7.73±0.06ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.1±0.4ms           | 19.8±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.76±0.04ms          | 7.82±0.09ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.8±0.4ms           | 22.0±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.88±0.04ms          | 7.99±0.06ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.5±0.3ms           | 22.2±0.4ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.06±0.1ms           | 7.98±0.02ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.0±0.4ms           | 21.1±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.3±2ms             | 22.2±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 81.3±1ms             | 81.8±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.2±1ms             | 22.2±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 92.1±0.9ms           | 93.7±1ms            |    1.02 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.9±1ms             | 21.0±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 53.1±0.9ms           | 52.9±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.01±0.07ms          | 8.00±0.03ms         |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.6±0.5ms           | 26.6±0.6ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.90±0.07ms          | 7.84±0.03ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.1±0.8ms           | 27.8±0.4ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.63±0.04ms          | 7.55±0.08ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.9±0.3ms           | 21.8±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 205±1ms              | 207±2ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 272±3ms              | 274±7ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.12±0.02ms          | 1.11±0ms            |    0.99 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 387±2μs              | 394±5μs             |    1.02 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.87±0.02ms          | 1.85±0.02ms         |    0.99 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.28±0.01ms          | 1.32±0.01ms         |    1.03 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 79.2±3ms             | 79.9±3ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.4±1ms             | 25.6±2ms            |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 90.8±3ms             | 93.6±3ms            |    1.03 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.9±0.2μs           | 16.6±0.05μs         |    0.98 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 81.3±1ms             | 80.7±1ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.3±0.9ms           | 28.7±0.5ms          |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 93.9±0.7ms           | 92.4±1ms            |    0.98 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.8±0.2μs           | 16.7±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 156±4ms              | 156±3ms             |    1    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 66.2±2ms             | 65.4±1ms            |    0.99 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 179±2ms              | 180±5ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 52.7±0.1μs           | 53.8±0.5μs          |    1.02 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 224±4ms              | 221±3ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 133±2ms              | 134±1ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 247±2ms              | 254±8ms             |    1.03 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 331±2μs              | 334±4μs             |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 860±10μs             | 857±10μs            |    1    | import_iris.Iris.time__concatenate                                                          |
|          | 189±3μs              | 187±2μs             |    0.99 | import_iris.Iris.time__constraints                                                          |
|          | 117±0.9μs            | 116±0.6μs           |    0.99 | import_iris.Iris.time__data_manager                                                         |
|          | 100.0±1μs            | 99.4±0.7μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 167±0.8μs            | 167±2μs             |    1    | import_iris.Iris.time__lazy_data                                                            |
|          | 981±10μs             | 982±10μs            |    1    | import_iris.Iris.time__merge                                                                |
|          | 73.9±0.1μs           | 73.7±1μs            |    1    | import_iris.Iris.time__representation                                                       |
|          | 626±10μs             | 626±20μs            |    1    | import_iris.Iris.time_analysis                                                              |
|          | 139±1μs              | 140±2μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 125±0.4μs            | 124±1μs             |    0.99 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 257±3μs              | 253±2μs             |    0.98 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±2μs              | 187±2μs             |    0.99 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 109±0.8μs            | 108±2μs             |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 141±2μs              | 140±0.5μs           |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 335±2μs              | 334±2μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.8±0.5μs           | 90.9±1μs            |    1    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±2μs              | 208±2μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.4±0.7μs           | 93.7±0.8μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 171±1μs              | 169±3μs             |    0.99 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 319±2μs              | 317±3μs             |    0.99 | import_iris.Iris.time_aux_factory                                                           |
|          | 82.1±1μs             | 81.0±0.1μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 161±2μs              | 165±6μs             |    1.02 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.57±0.01ms          | 1.55±0.01ms         |    0.99 | import_iris.Iris.time_common_metadata                                                       |
|          | 178±2μs              | 177±2μs             |    1    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.18±0.01ms          | 1.17±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 250±1μs              | 247±1μs             |    0.99 | import_iris.Iris.time_config                                                                |
|          | 132±1μs              | 134±2μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 375±4μs              | 382±4μs             |    1.02 | import_iris.Iris.time_coord_systems                                                         |
|          | 824±5μs              | 827±10μs            |    1    | import_iris.Iris.time_coords                                                                |
|          | 724±20μs             | 725±6μs             |    1    | import_iris.Iris.time_cube                                                                  |
|          | 258±2μs              | 261±3μs             |    1.01 | import_iris.Iris.time_exceptions                                                            |
|          | 74.8±2μs             | 73.2±0.6μs          |    0.98 | import_iris.Iris.time_experimental                                                          |
|          | 190±1μs              | 190±2μs             |    0.99 | import_iris.Iris.time_fileformats                                                           |
|          | 255±2μs              | 258±3μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.60±0.01ms          | 2.62±0.03ms         |    1.01 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.1±0.6μs           | 75.8±1μs            |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 115±0.7μs            | 114±0.7μs           |    0.99 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 440±9μs              | 436±3μs             |    0.99 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.51±0.02ms          | 4.49±0.03ms         |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.3±0.2μs           | 70.8±0.6μs          |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 255±2μs              | 259±3μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 115±0.6μs            | 114±0.6μs           |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 159±1μs              | 159±2μs             |    1    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 313±2μs              | 314±3μs             |    1    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 805±6μs              | 806±7μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 176±2μs              | 178±1μs             |    1.01 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 132±2μs              | 132±3μs             |    1    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 573±2μs              | 575±9μs             |    1    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 226±2μs              | 226±1μs             |    1    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.1±1μs             | 80.6±0.9μs          |    0.99 | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±0.9μs            | 157±2μs             |    0.99 | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 137±3μs              | 140±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 71.8±0.8μs           | 72.4±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 77.7±1μs             | 78.6±0.7μs          |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 971±10μs             | 973±7μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 141±1μs              | 143±1μs             |    1.02 | import_iris.Iris.time_io                                                                    |
|          | 179±3μs              | 182±2μs             |    1.02 | import_iris.Iris.time_io_format_picker                                                      |
|          | 201±3μs              | 205±3μs             |    1.02 | import_iris.Iris.time_iris                                                                  |
|          | 126±2μs              | 127±2μs             |    1.01 | import_iris.Iris.time_iterate                                                               |
|          | 33.8±0.5ms           | 34.3±0.4ms          |    1.02 | import_iris.Iris.time_palette                                                               |
|          | 1.86±0.02ms          | 1.86±0.03ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 258±10μs             | 266±10μs            |    1.03 | import_iris.Iris.time_quickplot                                                             |
|          | 2.17±0.01ms          | 2.18±0.01ms         |    1    | import_iris.Iris.time_std_names                                                             |
|          | 1.84±0.02ms          | 1.86±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 94.6±6ms             | 94.2±9ms            |    1    | import_iris.Iris.time_tests                                                                 |
|          | 236±3μs              | 233±1μs             |    0.99 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.02±0.03ms          | 5.03±0.02ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 121±2μs              | 121±0.6μs           |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.57±0.01ms          | 2.57±0.01ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 536±20μs             | 533±2μs             |    0.99 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 174±0.7μs            | 173±0.6μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.9±0.9μs           | 98.5±0.7μs          |    0.99 | import_iris.Iris.time_time                                                                  |
|          | 843±4μs              | 840±10μs            |    1    | import_iris.Iris.time_util                                                                  |
|          | 87.7±0.3μs           | 86.8±0.4μs          |    0.99 | iterate.IZip.time_izip                                                                      |
|          | 9.79±0.07ms          | 9.86±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 16.6±0.2ms           | 16.3±0.5ms          |    0.98 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.76±0.05ms          | 9.77±0.1ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.95±0.1ms           | 9.81±0.09ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.0±0.09ms          | 13.8±0.5ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.69±0.08ms          | 9.80±0.09ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.51±0.01s           | 1.47±0.04s          |    0.98 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.9±0.1ms           | 13.0±0.4ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.47±0s              | 1.50±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.50±0.02s           | 1.49±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.9±0.08ms          | 13.3±0.3ms          |    1.04 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.47±0.02s           | 1.47±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.21±0.03ms          | 5.21±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.4±0.08ms          | 12.6±0.2ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.02±0.04ms          | 5.08±0.01ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.20±0.02ms          | 5.22±0.05ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.5±0.09ms          | 12.5±0.4ms          |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.03±0.05ms          | 5.07±0.02ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.2±2ms             | 21.5±0.9ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 19.9±0.4ms           | 20.0±0.7ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.1±0.9ms           | 11.7±0.9ms          |    0.97 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.2±1ms             | 28.1±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 79.0±0.3ms           | 80.8±0.6ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.6±2ms             | 27.8±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 657±3ms              | 656±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.38±0.07ms          | 3.40±0.2ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 657±4ms              | 661±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 650±3ms              | 652±9ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.36±0.09ms          | 3.50±0.2ms          |    1.04 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 652±6ms              | 653±8ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.22±0.04ms          | 2.32±0.07ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.35±0.07ms          | 3.33±0.1ms          |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.22±0.04ms          | 2.25±0.07ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.25±0.04ms          | 2.29±0.06ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.48±0.2ms           | 3.44±0.2ms          |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.24±0.05ms          | 2.30±0.04ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 365±3ms              | 367±2ms             |    1.01 | load.ManyCubes.time_many_cube_load                                                          |
|          | 94.7±1ms             | 94.2±1ms            |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 9.95±0.08ms          | 10.2±0.1ms          |    1.02 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.83±0.04ms          | 9.84±0.2ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.50±0s              | 1.51±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.49±0.01s           | 1.48±0.03s          |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.28±0.02ms          | 5.29±0.03ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.08±0.02ms          | 5.19±0.03ms         |    1.02 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.03±0.05ms          | 8.99±0.04ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.55±0.03ms          | 5.58±0.07ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.48±0.01s           | 1.50±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 428±4ms              | 428±4ms             |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.39±0.04ms          | 4.39±0.02ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.23±0.02ms          | 4.24±0.06ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 152±0.4ms            | 152±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.4±0.06ms          | 15.5±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 151±1ms              | 152±0.7ms           |    1.01 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 30.7±0.1ms           | 30.8±0.3ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.1±0.09ms          | 15.5±0.2ms          |    1.03 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.3±0.2ms           | 30.9±0.4ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.3±0.3ms           | 19.9±0.5ms          |    1.03 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 49.1±0.7ms           | 48.4±2ms            |    0.99 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.57±0.1ms           | 9.65±0.2ms          |    1.01 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 17.1±0.4ms           | 16.7±1ms            |    0.98 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.4±0.2ms           | 19.4±0.5ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.1±0.2ms           | 20.0±0.5ms          |    1.05 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.58±0.1ms           | 9.63±0.3ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.8±0.7ms           | 12.3±0.6ms          |    0.96 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 21.3±0.3ms           | 21.6±0.5ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 62.3±2ms             | 61.6±2ms            |    0.99 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.7±0.3ms           | 21.7±0.5ms          |    1    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 23.8±0.3ms           | 23.4±0.7ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.55±0.2ms           | 3.38±0.3ms          |    0.95 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.60±0.2ms           | 4.35±0.4ms          |    0.95 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 46.3±2ms             | 42.2±5ms            |    0.91 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 980±20ms             | 967±30ms            |    0.99 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.06±0.02s           | 1.05±0.02s          |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 436±4ms              | 436±7ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.21±0G              | 2.21±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 71.7±4M              | 71.7±4M             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.3±0.9ms           | 32.2±2ms            |    0.97 | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 358±3ns              | 364±2ns             |    1.02 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 157±0.9ms            | 156±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 769±3k               | 769±3k              |    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)      |
|          | 18.3±0.08ms          | 18.6±0.2ms          |    1.02 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.6±0.2ms           | 21.8±0.5ms          |    1.01 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 821±2k               | 821±2k              |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0M              | 24.6±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 109±2ms              | 107±4ms             |    0.98 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 401±2ms              | 399±6ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.05M           | 1.48±0.09M          |    1.02 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.07M           | 96.5±0.1M           |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 72.1±1ms             | 72.6±2ms            |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 358±3ms              | 361±4ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.39±0.02M           | 1.39±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.03M           | 96.4±0.04M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.175361             | 2.175361            |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01536099999998   | 216.01536099999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.45±0.06ms          | 6.44±0.04ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 52.5±0.5ms           | 52.7±1ms            |    1    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 107±6ms              | 98.4±6ms            |    0.92 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 52.2±0.4ms           | 52.6±0.9ms          |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.09M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.56±0.08ms          | 4.66±0.1ms          |    1.02 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 78.9±0.5ms           | 79.2±2ms            |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 25.6±20ms            | 22.8±20ms           |    0.89 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 271±2ms              | 276±5ms             |    1.02 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 91.0±0.4ns           | 90.4±2ns            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 60.2±1ms             | 59.9±1ms            |    1    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 91.2±0.4ns           | 92.0±0.4ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 240±2ms              | 238±4ms             |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.5±1k              | 31.5±1k             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.77±0.1M            | 1.88±0.08M          |    1.07 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.4±1k              | 31.6±1k             |    1.01 | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±9M               | 191±20M             |    0.85 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.9±0.4ms           | 40.2±0.5ms          |    1.01 | stats.PearsonR.time_lazy                                                                    |
|          | 9.07±0.06ms          | 9.30±0.4ms          |    1.03 | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.9M            | 29.4±0.6M           |    1    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 22.8±0.3ms           | 23.6±0.6ms          |    1.03 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 78.5±0.5ms           | 79.3±0.8ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 30678796522

@github-actions

github-actions Bot commented Aug 1, 2026

Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 09072ef

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [c508ac80]    | After [09072ef2]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.8±1ms             | 20.9±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.5±0.8ms           | 52.2±0.7ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.1±2ms             | 34.4±1ms            | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 164±3ms              | 165±1ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.0±1ms             | 22.9±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.5±0.3ms           | 31.3±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.9±1ms             | 23.1±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.4±0.4ms           | 31.1±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.1±2ms             | 20.9±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.0±1ms             | 43.3±2ms            | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 133±0.6ms            | 134±0.5ms           | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 135±1ms              | 135±0.6ms           | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.9±1ms             | 21.8±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 47.6±1ms             | 47.4±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.1±1ms             | 23.4±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 56.8±0.7ms           | 57.2±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.6±1ms             | 21.0±1ms            | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.1±1ms             | 44.3±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.07±0.01s           | 1.08±0.01s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0s              | 1.06±0s             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 222±3ms              | 218±2ms             | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 366±7ms              | 363±10ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.1±1ms             | 21.8±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 29.2±0.3ms           | 29.7±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.1±1ms             | 22.3±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 57.7±0.7ms           | 58.7±0.7ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.2±2ms             | 23.1±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 61.8±1ms             | 62.3±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 22.7±1ms             | 23.0±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 57.4±0.9ms           | 59.1±1ms            | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.65±0.06ms          | 7.67±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.5±0.4ms           | 21.6±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.3±0.2ms           | 19.5±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 121±1ms              | 123±1ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.08±0.05ms          | 8.02±0.03ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.8±0.4ms           | 19.8±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.06±0.06ms          | 8.02±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.7±0.3ms           | 19.6±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.61±0.08ms          | 7.58±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.0±0.3ms           | 20.2±0.5ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.5±2ms             | 25.9±2ms            | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 35.0±0.3ms           | 35.1±0.7ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.82±0.04ms          | 7.77±0.03ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.5±0.3ms           | 20.5±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.82±0.06ms          | 8.76±0.06ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.4±0.4ms           | 22.4±0.3ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.48±0.07ms          | 7.52±0.03ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.1±0.2ms           | 20.0±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 571±0.5ms            | 570±1ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 578±0.8ms            | 577±0.9ms           | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.7±0.3ms           | 45.3±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 135±2ms              | 134±3ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.78±0.03ms          | 7.82±0.06ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.7±0.4ms           | 19.3±0.3ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.78±0.03ms          | 7.86±0.04ms         | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.8±0.3ms           | 22.0±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.01±0.04ms          | 8.02±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.7±0.2ms           | 21.9±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.05±0.06ms          | 8.06±0.07ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.5±0.4ms           | 21.4±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.1±1ms             | 22.4±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 82.0±0.5ms           | 82.8±1ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.5±1ms             | 23.1±1ms            | 1.03    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.2±0.6ms           | 94.1±0.9ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.0±1ms             | 21.4±1ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 53.1±0.5ms           | 54.2±0.7ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.07±0.05ms          | 8.18±0.05ms         | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.5±0.7ms           | 27.0±0.8ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.96±0.07ms          | 7.93±0.05ms         | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.4±0.8ms           | 28.2±0.7ms          | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.69±0.04ms          | 7.75±0.01ms         | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.1±0.5ms           | 22.2±0.3ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 208±1ms              | 207±3ms             | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 272±2ms              | 274±5ms             | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.12±0.01ms          | 1.11±0.01ms         | 0.98    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 385±5μs              | 393±2μs             | 1.02    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.87±0.02ms          | 1.86±0.02ms         | 1.00    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.30±0.01ms          | 1.33±0.02ms         | 1.02    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 80.1±2ms             | 80.4±2ms            | 1.00    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 25.3±0.7ms           | 25.6±2ms            | 1.01    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 91.1±2ms             | 92.5±3ms            | 1.02    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.8±0.2μs           | 16.9±0.2μs          | 1.01    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 83.1±2ms             | 82.6±2ms            | 0.99    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.4±0.8ms           | 28.6±0.6ms          | 1.01    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 93.7±1ms             | 93.5±1ms            | 1.00    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.9±0.2μs           | 16.8±0.1μs          | 0.99    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 159±9ms              | 160±2ms             | 1.01    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 68.0±1ms             | 67.4±1ms            | 0.99    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 184±5ms              | 185±4ms             | 1.01    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.7±0.4μs           | 53.4±0.4μs          | 0.99    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 226±6ms              | 233±3ms             | 1.03    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 136±7ms              | 140±1ms             | 1.03    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 255±6ms              | 259±3ms             | 1.02    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 333±3μs              | 338±2μs             | 1.01    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 873±5μs              | 859±8μs             | 0.98    | import_iris.Iris.time__concatenate                                                          |
|          | 189±4μs              | 191±3μs             | 1.01    | import_iris.Iris.time__constraints                                                          |
|          | 116±1μs              | 119±2μs             | 1.02    | import_iris.Iris.time__data_manager                                                         |
|          | 101±0.9μs            | 102±1μs             | 1.01    | import_iris.Iris.time__deprecation                                                          |
|          | 170±0.9μs            | 169±3μs             | 0.99    | import_iris.Iris.time__lazy_data                                                            |
|          | 988±10μs             | 987±10μs            | 1.00    | import_iris.Iris.time__merge                                                                |
|          | 74.1±0.4μs           | 74.1±0.4μs          | 1.00    | import_iris.Iris.time__representation                                                       |
|          | 625±8μs              | 628±6μs             | 1.00    | import_iris.Iris.time_analysis                                                              |
|          | 141±2μs              | 142±1μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 123±0.8μs            | 123±1μs             | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 254±0.9μs            | 255±2μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 189±0.5μs            | 196±3μs             | 1.04    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 111±0.8μs            | 112±2μs             | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 142±0.7μs            | 142±1μs             | 1.00    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 336±3μs              | 338±6μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.3±0.6μs           | 92.5±0.6μs          | 1.01    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 211±1μs              | 212±1μs             | 1.01    | import_iris.Iris.time_analysis_maths                                                        |
|          | 94.9±0.3μs           | 94.6±1μs            | 1.00    | import_iris.Iris.time_analysis_stats                                                        |
|          | 168±3μs              | 170±3μs             | 1.02    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 321±4μs              | 319±4μs             | 0.99    | import_iris.Iris.time_aux_factory                                                           |
|          | 81.6±0.3μs           | 81.2±0.2μs          | 1.00    | import_iris.Iris.time_common                                                                |
|          | 164±2μs              | 161±2μs             | 0.99    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.57±0.02ms          | 1.56±0.02ms         | 0.99    | import_iris.Iris.time_common_metadata                                                       |
|          | 177±2μs              | 178±1μs             | 1.01    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.18±0.01ms          | 1.19±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                        |
|          | 249±2μs              | 253±2μs             | 1.02    | import_iris.Iris.time_config                                                                |
|          | 133±0.5μs            | 133±0.5μs           | 1.00    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 382±4μs              | 380±4μs             | 0.99    | import_iris.Iris.time_coord_systems                                                         |
|          | 839±10μs             | 833±8μs             | 0.99    | import_iris.Iris.time_coords                                                                |
|          | 738±8μs              | 736±20μs            | 1.00    | import_iris.Iris.time_cube                                                                  |
|          | 260±4μs              | 261±4μs             | 1.00    | import_iris.Iris.time_exceptions                                                            |
|          | 74.0±0.3μs           | 74.8±0.6μs          | 1.01    | import_iris.Iris.time_experimental                                                          |
|          | 191±1μs              | 192±2μs             | 1.01    | import_iris.Iris.time_fileformats                                                           |
|          | 257±1μs              | 260±2μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.61±0.01ms          | 2.62±0.01ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.2±0.6μs           | 76.3±1μs            | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 116±0.7μs            | 115±2μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 436±3μs              | 440±3μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.55±0.3ms           | 4.58±0.05ms         | 1.01    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 72.6±0.9μs           | 70.5±1μs            | 0.97    | import_iris.Iris.time_fileformats_name                                                      |
|          | 253±2μs              | 253±3μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±0.7μs            | 116±1μs             | 1.02    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 158±2μs              | 159±2μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 317±2μs              | 315±2μs             | 0.99    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 797±20μs             | 812±9μs             | 1.02    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 176±0.7μs            | 175±1μs             | 1.00    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 131±1μs              | 135±2μs             | 1.03    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 576±7μs              | 576±4μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 224±3μs              | 229±3μs             | 1.02    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.8±1μs             | 81.2±0.6μs          | 0.99    | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±1μs              | 158±0.7μs           | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 138±2μs              | 139±3μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 72.2±0.7μs           | 73.2±1μs            | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 78.2±0.3μs           | 79.4±0.7μs          | 1.02    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 965±10μs             | 969±5μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 144±0.7μs            | 146±3μs             | 1.01    | import_iris.Iris.time_io                                                                    |
|          | 181±3μs              | 187±3μs             | 1.03    | import_iris.Iris.time_io_format_picker                                                      |
|          | 206±3μs              | 205±2μs             | 1.00    | import_iris.Iris.time_iris                                                                  |
|          | 126±1μs              | 129±2μs             | 1.03    | import_iris.Iris.time_iterate                                                               |
|          | 34.6±0.2ms           | 34.0±0.1ms          | 0.98    | import_iris.Iris.time_palette                                                               |
|          | 1.85±0.03ms          | 1.87±0.02ms         | 1.01    | import_iris.Iris.time_plot                                                                  |
|          | 260±20μs             | 258±20μs            | 0.99    | import_iris.Iris.time_quickplot                                                             |
|          | 2.17±0.02ms          | 2.16±0.01ms         | 0.99    | import_iris.Iris.time_std_names                                                             |
|          | 1.87±0.01ms          | 1.87±0.01ms         | 1.00    | import_iris.Iris.time_symbols                                                               |
|          | 291±10ms             | 262±10ms            | 0.90    | import_iris.Iris.time_tests                                                                 |
|          | 237±1μs              | 235±2μs             | 0.99    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 4.98±0.02ms          | 5.05±0.02ms         | 1.01    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 122±1μs              | 121±0.6μs           | 1.00    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.57±0.01ms          | 2.59±0.01ms         | 1.01    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 535±20μs             | 529±2μs             | 0.99    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 174±0.5μs            | 178±2μs             | 1.02    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.6±1μs             | 100±1μs             | 1.01    | import_iris.Iris.time_time                                                                  |
|          | 855±7μs              | 856±4μs             | 1.00    | import_iris.Iris.time_util                                                                  |
|          | 87.6±0.7μs           | 88.1±0.5μs          | 1.01    | iterate.IZip.time_izip                                                                      |
|          | 9.80±0.1ms           | 9.97±0.3ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 17.6±0.8ms           | 16.7±0.9ms          | 0.95    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.76±0.05ms          | 9.81±0.2ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.0±0.1ms           | 9.99±0.4ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.7±0.4ms           | 14.3±0.4ms          | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.0±0.09ms          | 9.94±0.1ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.52±0.01s           | 1.53±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 12.9±0.2ms           | 13.2±0.2ms          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.50±0s              | 1.51±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.51±0.01s           | 1.50±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 12.9±0.1ms           | 13.4±0.3ms          | 1.04    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.51±0.01s           | 1.50±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.27±0.07ms          | 5.29±0.04ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 12.9±0.2ms           | 12.7±0.09ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.10±0.05ms          | 5.10±0.05ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.21±0.03ms          | 5.22±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.7±0.3ms           | 12.7±0.4ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.08±0.03ms          | 5.11±0.06ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.4±0.5ms           | 22.0±0.8ms          | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 20.5±0.6ms           | 20.6±0.5ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.1±1ms             | 12.0±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.2±1ms             | 28.8±1ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 79.7±0.6ms           | 80.2±0.5ms          | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 27.9±0.8ms           | 27.8±1ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 660±5ms              | 665±2ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.40±0.08ms          | 3.61±0.1ms          | 1.06    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 662±3ms              | 668±6ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 655±2ms              | 658±4ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.46±0.1ms           | 3.47±0.09ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 654±3ms              | 653±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.25±0.05ms          | 2.23±0.07ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.45±0.1ms           | 3.65±0.2ms          | 1.06    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.29±0.04ms          | 2.43±0.09ms         | 1.06    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.30±0.05ms          | 2.36±0.08ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.46±0.1ms           | 3.54±0.1ms          | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.24±0.06ms          | 2.40±0.06ms         | 1.07    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 370±4ms              | 370±2ms             | 1.00    | load.ManyCubes.time_many_cube_load                                                          |
|          | 92.9±0.6ms           | 94.2±0.8ms          | 1.01    | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.04ms          | 10.1±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.0±0.07ms          | 9.89±0.1ms          | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.52±0.01s           | 1.53±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.50±0s              | 1.50±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.32±0.05ms          | 5.30±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.16±0.04ms          | 5.20±0.06ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.06±0.05ms          | 8.99±0.04ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.64±0.05ms          | 5.62±0.04ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.49±0.02s           | 1.49±0s             | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 428±2ms              | 433±3ms             | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.40±0.03ms          | 4.34±0.01ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.17±0.02ms          | 4.23±0.05ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 155±2ms              | 153±1ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.5±0.09ms          | 15.4±0.07ms         | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 154±2ms              | 152±1ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.2±0.1ms           | 30.6±0.3ms          | 0.98    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.1±0.08ms          | 15.2±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 30.6±0.2ms           | 30.8±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 19.6±0.9ms           | 19.7±0.6ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 50.2±0.9ms           | 49.9±0.7ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.80±0.2ms           | 9.78±0.3ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.9±0.4ms           | 17.2±0.6ms          | 1.02    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 19.6±0.4ms           | 19.8±0.3ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 19.7±0.8ms           | 20.3±0.7ms          | 1.03    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.88±0.2ms           | 10.0±0.3ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.7±0.3ms           | 12.7±0.5ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 21.5±0.6ms           | 21.8±0.4ms          | 1.01    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 61.9±2ms             | 61.9±2ms            | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.4±0.2ms           | 21.8±0.4ms          | 1.02    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 23.4±0.5ms           | 23.8±0.4ms          | 1.02    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.65±0.3ms           | 3.49±0.09ms         | 0.96    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.75±0.1ms           | 4.53±0.09ms         | 0.95    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 45.4±3ms             | 43.5±1ms            | 0.96    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 990±30ms             | 985±20ms            | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.07±0.02s           | 1.07±0.02s          | 1.00    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 440±6ms              | 446±9ms             | 1.01    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.21±0G              | 2.21±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 71.7±4M              | 71.7±4M             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 33.2±2ms             | 33.2±1ms            | 1.00    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 362±6ns              | 368±7ns             | 1.02    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 159±1ms              | 160±1ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 769±3k               | 769±3k              | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 18.6±0.06ms          | 18.5±0.2ms          | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.8±0.4ms           | 21.6±0.1ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 821±2k               | 821±2k              | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0M              | 24.6±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 110±1ms              | 110±0.6ms           | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 405±3ms              | 408±3ms             | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.48±0.06M           | 1.46±0.04M          | 0.98    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.03M           | 96.5±0.09M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 73.4±0.6ms           | 72.5±0.3ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 369±4ms              | 364±2ms             | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.37±0.03M           | 1.39±0.03M          | 1.02    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.04M           | 96.4±0.04M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.175361             | 2.175361            | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01536099999998   | 216.01536099999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.49±0.04ms          | 6.47±0.03ms         | 1.00    | plot.AuxSort.time_aux_sort                                                                  |
|          | 53.4±2ms             | 51.8±0.8ms          | 0.97    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 98.2±6ms             | 97.6±7ms            | 0.99    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 52.5±0.6ms           | 52.3±0.5ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.1M             | 107±0.09M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.65±0.09ms          | 4.68±0.04ms         | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 79.8±1ms             | 79.6±0.4ms          | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 32.7±20ms            | 26.8±20ms           | ~0.82   | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 281±3ms              | 276±2ms             | 0.98    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 91.2±0.9ns           | 91.3±0.8ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 61.4±0.8ms           | 60.5±0.6ms          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 91.5±0.3ns           | 91.3±8ns            | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 249±5ms              | 241±1ms             | 0.97    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.5±1k              | 31.5±1k             | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.87±0.2M            | 1.88±0.1M           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.6±1k              | 31.5±1k             | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 242±30M              | 225±10M             | 0.93    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.8±0.3ms           | 40.2±0.5ms          | 0.98    | stats.PearsonR.time_lazy                                                                    |
|          | 9.33±0.2ms           | 9.25±0.2ms          | 0.99    | stats.PearsonR.time_real                                                                    |
|          | 29.9±0.6M            | 29.3±0.5M           | 0.98    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.4±0.6ms           | 23.6±0.3ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 79.6±0.5ms           | 80.0±0.3ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 30678796467

@github-actions

github-actions Bot commented Aug 1, 2026

Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 09072ef

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [c508ac80]    | After [09072ef2]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 21.1±1ms             | 20.8±0.7ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 52.8±2ms             | 52.9±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 35.0±1ms             | 34.5±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 165±3ms              | 168±2ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 23.1±1ms             | 23.2±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 31.6±0.4ms           | 32.1±0.6ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 23.2±3ms             | 23.1±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 31.9±0.6ms           | 32.3±0.5ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 21.2±1ms             | 21.1±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 44.5±0.4ms           | 44.6±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 136±1ms              | 137±0.5ms           | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 134±0.5ms            | 136±1ms             | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.8±1ms             | 22.3±1ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 48.8±0.9ms           | 48.8±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 23.4±1ms             | 23.2±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 57.8±1ms             | 58.0±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 21.1±1ms             | 20.9±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 44.5±1ms             | 44.6±0.9ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.09±0.07s           | 1.09±0s             | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.06±0s              | 1.07±0.01s          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 218±2ms              | 219±4ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 357±10ms             | 391±7ms             | 1.10    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 22.2±1ms             | 22.5±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 30.3±0.3ms           | 30.2±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 22.2±2ms             | 22.7±1ms            | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 57.5±0.9ms           | 59.4±0.8ms          | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 23.1±1ms             | 22.9±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 62.4±0.7ms           | 62.8±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 23.4±1ms             | 23.4±1ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 58.1±3ms             | 58.9±1ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.58±0.06ms          | 7.59±0.05ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.6±0.3ms           | 21.8±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.4±0.3ms           | 19.7±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 127±5ms              | 128±5ms             | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.90±0.03ms          | 7.99±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 20.4±0.4ms           | 20.2±0.3ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.04±0.05ms          | 7.98±0.08ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.8±0.3ms           | 20.1±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.53±0.04ms          | 7.56±0.05ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 20.5±0.3ms           | 20.9±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 25.3±1ms             | 25.5±1ms            | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 36.0±0.9ms           | 35.2±1ms            | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 7.82±0.03ms          | 7.73±0.08ms         | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 20.4±0.3ms           | 20.6±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.77±0.05ms          | 8.79±0.06ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 23.0±0.4ms           | 23.3±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.53±0.04ms          | 7.55±0.03ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 20.4±0.2ms           | 20.6±0.3ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 570±0.8ms            | 571±0.9ms           | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 579±1ms              | 579±0.9ms           | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 45.7±0.5ms           | 45.7±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 137±2ms              | 140±3ms             | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.83±0.06ms          | 7.79±0.1ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.6±0.4ms           | 19.9±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.77±0.04ms          | 7.76±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 22.2±0.3ms           | 22.3±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.00±0.03ms          | 8.03±0.04ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 22.1±0.2ms           | 22.1±0.4ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 7.97±0.05ms          | 7.97±0.03ms         | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.4±0.3ms           | 21.8±0.3ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 22.6±2ms             | 22.7±2ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 83.0±0.9ms           | 83.8±0.8ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 22.4±1ms             | 22.8±2ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 94.4±0.5ms           | 94.9±0.7ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 21.0±1ms             | 21.0±1ms            | 1.00    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 54.4±1ms             | 55.6±2ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.09±0.08ms          | 8.05±0.09ms         | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 27.0±0.5ms           | 27.1±0.5ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.93±0.05ms          | 7.98±0.09ms         | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 28.2±0.7ms           | 28.4±0.9ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.76±0.06ms          | 7.61±0.05ms         | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 22.3±0.4ms           | 22.2±0.4ms          | 1.00    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 209±0.8ms            | 206±1ms             | 0.98    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 277±7ms              | 274±4ms             | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.12±0.01ms          | 1.12±0.01ms         | 1.00    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 391±2μs              | 390±2μs             | 1.00    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.88±0.02ms          | 1.87±0.01ms         | 0.99    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.31±0.01ms          | 1.32±0.01ms         | 1.01    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 83.5±2ms             | 82.7±2ms            | 0.99    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 26.2±2ms             | 25.7±0.9ms          | 0.98    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 94.7±4ms             | 95.5±2ms            | 1.01    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.8±0.08μs          | 16.7±0.09μs         | 0.99    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 83.1±2ms             | 83.8±2ms            | 1.01    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.6±0.5ms           | 28.9±0.5ms          | 1.01    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 96.4±2ms             | 97.7±2ms            | 1.01    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.9±0.3μs           | 16.4±0.2μs          | 0.97    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 159±2ms              | 162±3ms             | 1.02    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 66.2±2ms             | 69.1±2ms            | 1.04    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 182±3ms              | 187±3ms             | 1.03    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.3±0.8μs           | 53.7±0.4μs          | 1.01    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 233±4ms              | 235±3ms             | 1.01    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 140±2ms              | 145±2ms             | 1.03    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 257±10ms             | 269±9ms             | 1.05    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 336±2μs              | 337±4μs             | 1.00    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 857±10μs             | 862±7μs             | 1.01    | import_iris.Iris.time__concatenate                                                          |
|          | 189±5μs              | 191±5μs             | 1.01    | import_iris.Iris.time__constraints                                                          |
|          | 120±2μs              | 120±2μs             | 1.00    | import_iris.Iris.time__data_manager                                                         |
|          | 101±0.9μs            | 102±0.9μs           | 1.00    | import_iris.Iris.time__deprecation                                                          |
|          | 168±1μs              | 166±0.4μs           | 0.99    | import_iris.Iris.time__lazy_data                                                            |
|          | 979±20μs             | 1.01±0.01ms         | 1.03    | import_iris.Iris.time__merge                                                                |
|          | 73.5±0.5μs           | 75.0±0.9μs          | 1.02    | import_iris.Iris.time__representation                                                       |
|          | 628±20μs             | 640±5μs             | 1.02    | import_iris.Iris.time_analysis                                                              |
|          | 142±1μs              | 145±2μs             | 1.02    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 126±2μs              | 125±2μs             | 0.99    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 257±3μs              | 256±2μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 193±3μs              | 194±2μs             | 1.01    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 110±0.5μs            | 111±0.8μs           | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 141±2μs              | 141±0.9μs           | 1.00    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 339±2μs              | 339±3μs             | 1.00    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 91.9±0.7μs           | 92.8±0.9μs          | 1.01    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 212±2μs              | 215±3μs             | 1.01    | import_iris.Iris.time_analysis_maths                                                        |
|          | 95.1±1μs             | 96.1±0.3μs          | 1.01    | import_iris.Iris.time_analysis_stats                                                        |
|          | 176±2μs              | 170±3μs             | 0.97    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 328±7μs              | 327±5μs             | 1.00    | import_iris.Iris.time_aux_factory                                                           |
|          | 80.5±0.5μs           | 80.8±1μs            | 1.00    | import_iris.Iris.time_common                                                                |
|          | 162±2μs              | 165±3μs             | 1.01    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.56±0.02ms          | 1.59±0.04ms         | 1.02    | import_iris.Iris.time_common_metadata                                                       |
|          | 180±3μs              | 180±6μs             | 1.00    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.19±0.01ms          | 1.19±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                        |
|          | 248±2μs              | 253±3μs             | 1.02    | import_iris.Iris.time_config                                                                |
|          | 135±1μs              | 135±2μs             | 1.00    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 381±5μs              | 388±9μs             | 1.02    | import_iris.Iris.time_coord_systems                                                         |
|          | 829±20μs             | 831±10μs            | 1.00    | import_iris.Iris.time_coords                                                                |
|          | 734±7μs              | 752±20μs            | 1.03    | import_iris.Iris.time_cube                                                                  |
|          | 274±5μs              | 265±2μs             | 0.97    | import_iris.Iris.time_exceptions                                                            |
|          | 74.0±0.6μs           | 75.3±0.4μs          | 1.02    | import_iris.Iris.time_experimental                                                          |
|          | 192±1μs              | 191±2μs             | 1.00    | import_iris.Iris.time_fileformats                                                           |
|          | 263±3μs              | 260±2μs             | 0.99    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.63±0.01ms          | 2.64±0.03ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 76.4±0.4μs           | 77.1±1μs            | 1.01    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 116±2μs              | 116±1μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 445±9μs              | 443±5μs             | 0.99    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.63±0.05ms          | 4.71±0.08ms         | 1.02    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.9±0.6μs           | 72.3±0.4μs          | 1.01    | import_iris.Iris.time_fileformats_name                                                      |
|          | 258±3μs              | 255±0.8μs           | 0.99    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±2μs              | 115±0.7μs           | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 157±2μs              | 158±1μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 314±6μs              | 317±2μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 810±10μs             | 804±8μs             | 0.99    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 174±1μs              | 178±3μs             | 1.02    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 134±0.8μs            | 133±3μs             | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 579±4μs              | 580±9μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 229±2μs              | 228±3μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 81.1±0.8μs           | 82.0±0.2μs          | 1.01    | import_iris.Iris.time_fileformats_um                                                        |
|          | 159±2μs              | 159±1μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 139±0.9μs            | 139±1μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 73.2±1μs             | 72.4±0.7μs          | 0.99    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 79.4±2μs             | 80.8±0.5μs          | 1.02    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 973±6μs              | 970±9μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 143±1μs              | 140±1μs             | 0.98    | import_iris.Iris.time_io                                                                    |
|          | 181±1μs              | 180±2μs             | 1.00    | import_iris.Iris.time_io_format_picker                                                      |
|          | 207±1μs              | 205±2μs             | 0.99    | import_iris.Iris.time_iris                                                                  |
|          | 128±0.6μs            | 130±2μs             | 1.02    | import_iris.Iris.time_iterate                                                               |
|          | 34.1±0.5ms           | 34.5±0.3ms          | 1.01    | import_iris.Iris.time_palette                                                               |
|          | 1.88±0.04ms          | 1.90±0.05ms         | 1.01    | import_iris.Iris.time_plot                                                                  |
|          | 266±10μs             | 266±10μs            | 1.00    | import_iris.Iris.time_quickplot                                                             |
|          | 2.22±0.05ms          | 2.21±0.02ms         | 0.99    | import_iris.Iris.time_std_names                                                             |
|          | 1.89±0.02ms          | 1.88±0.02ms         | 0.99    | import_iris.Iris.time_symbols                                                               |
|          | 107±9ms              | 107±1ms             | 0.99    | import_iris.Iris.time_tests                                                                 |
|          | 236±0.8μs            | 237±2μs             | 1.00    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.04±0.02ms          | 5.02±0.02ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 123±1μs              | 123±0.8μs           | 1.00    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.59±0.01ms          | 2.58±0.01ms         | 0.99    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 539±5μs              | 528±5μs             | 0.98    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 174±0.7μs            | 174±0.8μs           | 1.00    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 99.2±0.7μs           | 101±1μs             | 1.02    | import_iris.Iris.time_time                                                                  |
|          | 849±5μs              | 863±8μs             | 1.02    | import_iris.Iris.time_util                                                                  |
|          | 89.1±1μs             | 89.0±0.3μs          | 1.00    | iterate.IZip.time_izip                                                                      |
|          | 9.98±0.07ms          | 9.98±0.06ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 17.1±0.2ms           | 17.1±0.3ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.94±0.1ms           | 9.85±0.07ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.94±0.1ms           | 9.88±0.03ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.4±0.4ms           | 14.3±0.3ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.88±0.05ms          | 9.84±0.04ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.54±0s              | 1.53±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 13.0±0.1ms           | 13.1±0.2ms          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.49±0.01s           | 1.50±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.52±0.01s           | 1.51±0s             | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 13.3±0.1ms           | 13.0±0.2ms          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.50±0.01s           | 1.50±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.31±0.04ms          | 5.31±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 13.0±0.2ms           | 13.0±0.3ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.14±0.05ms          | 5.10±0.02ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.23±0.03ms          | 5.35±0.03ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 12.8±0.3ms           | 12.7±0.07ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.15±0.06ms          | 5.16±0.06ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.6±1ms             | 23.2±1ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 22.2±0.7ms           | 21.1±0.4ms          | 0.95    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.7±1ms             | 12.4±1ms            | 0.97    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 29.0±0.6ms           | 28.8±0.9ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 82.6±1ms             | 81.0±0.6ms          | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 29.0±1ms             | 28.2±1ms            | 0.97    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 658±3ms              | 654±4ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.72±0.2ms           | 3.66±0.1ms          | 0.98    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 663±3ms              | 657±2ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 656±6ms              | 654±4ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.88±0.2ms           | 3.68±0.1ms          | 0.95    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 655±7ms              | 660±5ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.29±0.06ms          | 2.30±0.1ms          | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.58±0.2ms           | 3.50±0.09ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.30±0.07ms          | 2.24±0.1ms          | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.24±0.05ms          | 2.27±0.06ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.68±0.09ms          | 3.60±0.08ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.30±0.05ms          | 2.28±0.1ms          | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 372±1ms              | 368±2ms             | 0.99    | load.ManyCubes.time_many_cube_load                                                          |
|          | 94.5±0.5ms           | 95.2±1ms            | 1.01    | load.ManyVars.time_many_var_load                                                            |
|          | 10.4±0.1ms           | 10.1±0.08ms         | 0.97    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.90±0.07ms          | 10.0±0.06ms         | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.54±0.01s           | 1.55±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.53±0.02s           | 1.54±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.38±0.05ms          | 5.35±0.05ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.17±0.02ms          | 5.12±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.13±0.07ms          | 9.05±0.08ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.70±0.06ms          | 5.62±0.03ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.51±0.02s           | 1.51±0s             | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 439±5ms              | 434±3ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.44±0.03ms          | 4.46±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.33±0.06ms          | 4.33±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 156±0.6ms            | 158±2ms             | 1.02    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 15.6±0.5ms           | 16.1±0.3ms          | 1.03    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 154±0.8ms            | 156±2ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 31.4±0.2ms           | 31.8±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.2±0.07ms          | 15.7±0.2ms          | 1.03    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 31.0±0.3ms           | 31.3±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 20.9±0.5ms           | 19.8±0.3ms          | 0.95    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 50.9±0.5ms           | 51.1±0.7ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.95±0.3ms           | 9.90±0.3ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 18.5±0.5ms           | 17.1±0.6ms          | 0.93    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 20.4±0.2ms           | 20.1±0.3ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 20.0±0.3ms           | 20.0±1ms            | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.78±0.3ms           | 9.84±0.5ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 12.8±0.6ms           | 12.5±0.7ms          | 0.97    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 21.8±0.2ms           | 22.3±0.5ms          | 1.02    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 62.4±2ms             | 64.4±2ms            | 1.03    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 21.8±0.5ms           | 21.8±0.5ms          | 1.00    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 24.9±0.6ms           | 24.1±0.3ms          | 0.97    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.73±0.2ms           | 3.81±0.1ms          | 1.02    | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 4.96±0.2ms           | 4.92±0.3ms          | 0.99    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 47.7±4ms             | 49.1±2ms            | 1.03    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.04±0.02s           | 1.03±0.02s          | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.10±0.02s           | 1.08±0s             | 0.98    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 453±4ms              | 446±3ms             | 0.99    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.21±0G              | 2.21±0G             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 71.7±4M              | 71.7±4M             | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 34.8±1ms             | 34.8±2ms            | 1.00    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 363±1ns              | 363±1ns             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 158±2ms              | 157±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 769±3k               | 769±3k              | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 19.0±0.09ms          | 18.7±0.3ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.8±0.5ms           | 21.9±0.2ms          | 1.01    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 821±2k               | 821±2k              | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0M              | 24.6±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 111±1ms              | 113±2ms             | 1.02    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 415±7ms              | 417±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.07M           | 1.46±0.09M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.06M           | 96.5±0.04M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 74.3±2ms             | 73.4±0.7ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 370±4ms              | 369±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.39±0.02M           | 1.37±0.04M          | 0.98    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.04M           | 96.4±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.175361             | 2.175361            | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01536099999998   | 216.01536099999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.56±0.07ms          | 6.45±0.07ms         | 0.98    | plot.AuxSort.time_aux_sort                                                                  |
|          | 53.4±0.9ms           | 53.8±1ms            | 1.01    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 102±5ms              | 98.0±6ms            | 0.96    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 55.2±1ms             | 55.1±0.6ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.1M             | 107±0.09M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.60±0.06ms          | 4.67±0.06ms         | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 81.8±1ms             | 81.5±0.9ms          | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 21.6±8ms             | 26.1±20ms           | ~1.21   | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 289±3ms              | 285±2ms             | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 91.1±0.8ns           | 90.5±0.9ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 62.0±0.7ms           | 61.4±0.7ms          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 94.0±1ns             | 93.5±0.9ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 252±3ms              | 249±3ms             | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±1k              | 31.5±1k             | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.93±0.2M            | 1.84±0.1M           | 0.96    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.4±1k              | 31.5±1k             | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±30M              | 225±4M              | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 40.9±0.5ms           | 40.6±0.7ms          | 0.99    | stats.PearsonR.time_lazy                                                                    |
|          | 9.47±0.2ms           | 9.52±0.2ms          | 1.00    | stats.PearsonR.time_real                                                                    |
|          | 29.1±0.3M            | 29.3±0.8M           | 1.01    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 23.9±0.6ms           | 24.0±0.4ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 80.9±0.7ms           | 79.7±1ms            | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 30678796098

@github-actions

github-actions Bot commented Aug 1, 2026

Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 09072ef

Performance shifts
| Change   | Before [c508ac80]    | After [09072ef2]    |   Ratio | Benchmark (Parameter)                                  |
|----------|----------------------|---------------------|---------|--------------------------------------------------------|
| +        | 2.99±0.3ms           | 3.71±0.1ms          |    1.24 | import_iris.Iris.time_fileformats__ff_cross_references |
Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [c508ac80]    | After [09072ef2]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 19.6±1ms             | 20.4±0.5ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 50.0±2ms             | 51.3±3ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 32.8±2ms             | 33.1±3ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 165±3ms              | 167±3ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.2±2ms             | 21.8±2ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 30.2±0.4ms           | 29.7±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 21.8±2ms             | 21.4±2ms            |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 29.3±0.6ms           | 30.5±0.7ms          |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 19.6±1ms             | 20.3±2ms            |    1.04 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 41.3±0.9ms           | 41.6±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 128±1ms              | 129±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 125±2ms              | 126±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 20.5±2ms             | 20.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 45.6±0.5ms           | 45.6±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 22.1±1ms             | 22.4±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 54.3±0.6ms           | 54.5±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 19.4±2ms             | 20.4±2ms            |    1.05 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 42.1±1ms             | 43.0±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 928±10ms             | 937±20ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 918±2ms              | 908±3ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 166±2ms              | 164±4ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 287±4ms              | 291±3ms             |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 20.6±2ms             | 20.5±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 28.1±0.6ms           | 28.7±0.7ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 20.0±1ms             | 20.6±2ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 56.3±3ms             | 55.6±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.6±2ms             | 21.7±2ms            |    0.96 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 59.1±3ms             | 59.1±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 21.1±2ms             | 21.5±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 56.3±2ms             | 54.9±0.8ms          |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 6.67±0.04ms          | 6.68±0.07ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 21.1±0.5ms           | 20.9±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 17.8±0.5ms           | 17.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 129±4ms              | 128±3ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 7.14±0.06ms          | 7.27±0.09ms         |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 19.7±0.6ms           | 19.1±0.2ms          |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 7.14±0.09ms          | 7.21±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 19.1±0.3ms           | 19.2±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 6.67±0.09ms          | 6.66±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 19.6±0.4ms           | 19.8±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.7±3ms             | 24.5±2ms            |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 33.8±0.8ms           | 33.6±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 6.95±0.08ms          | 7.03±0.06ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 19.8±0.5ms           | 19.8±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.07±0.08ms          | 8.13±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 22.1±0.6ms           | 22.3±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 6.76±0.1ms           | 6.75±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 19.6±0.3ms           | 20.1±0.6ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 592±0.9ms            | 580±7ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 600±7ms              | 588±6ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 36.4±0.3ms           | 37.1±0.8ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 136±2ms              | 137±3ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 7.03±0.1ms           | 6.89±0.04ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 19.1±0.5ms           | 19.1±0.9ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 7.03±0.09ms          | 6.98±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 21.4±0.4ms           | 21.0±0.5ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 7.23±0.1ms           | 7.18±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 21.4±0.4ms           | 21.0±0.4ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 7.27±0.2ms           | 7.18±0.1ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 21.0±0.6ms           | 20.6±0.6ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 21.8±2ms             | 20.7±2ms            |    0.95 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 79.5±1ms             | 78.6±0.9ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.8±2ms             | 21.1±2ms            |    0.97 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 91.6±0.9ms           | 90.5±0.9ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.2±2ms             | 20.8±3ms            |    1.03 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 51.8±0.6ms           | 51.9±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 7.37±0.1ms           | 7.36±0.1ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 26.0±0.9ms           | 26.0±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 7.26±0.09ms          | 7.17±0.06ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 27.3±0.8ms           | 27.2±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 6.77±0.1ms           | 6.81±0.08ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 21.6±0.3ms           | 21.6±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 152±0.7ms            | 152±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 233±2ms              | 231±2ms             |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 912±4μs              | 917±9μs             |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 322±2μs              | 320±2μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.45±0.02ms          | 1.46±0.02ms         |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.03±0.02ms          | 1.04±0.02ms         |    1.01 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 85.6±2ms             | 84.4±2ms            |    0.99 | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 26.2±1ms             | 26.3±1ms            |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 99.5±6ms             | 95.5±3ms            |    0.96 | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 14.8±0.2μs           | 15.0±0.1μs          |    1.01 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 85.2±2ms             | 88.3±1ms            |    1.04 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 28.1±0.8ms           | 27.8±1ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 99.5±4ms             | 100±1ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 15.1±0.2μs           | 15.1±0.1μs          |    1    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 163±2ms              | 166±7ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 69.5±2ms             | 69.0±2ms            |    0.99 | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 191±4ms              | 194±3ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 40.7±0.4μs           | 41.4±0.2μs          |    1.02 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 241±2ms              | 240±4ms             |    0.99 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 142±3ms              | 147±2ms             |    1.03 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 271±5ms              | 271±8ms             |    1    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 260±1μs              | 260±1μs             |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 862±10μs             | 869±30μs            |    1.01 | import_iris.Iris.time__concatenate                                                          |
|          | 180±4μs              | 174±3μs             |    0.97 | import_iris.Iris.time__constraints                                                          |
|          | 93.5±2μs             | 97.1±2μs            |    1.04 | import_iris.Iris.time__data_manager                                                         |
|          | 71.5±0.5μs           | 71.9±0.6μs          |    1.01 | import_iris.Iris.time__deprecation                                                          |
|          | 136±1μs              | 139±5μs             |    1.02 | import_iris.Iris.time__lazy_data                                                            |
|          | 945±30μs             | 980±20μs            |    1.04 | import_iris.Iris.time__merge                                                                |
|          | 53.9±0.3μs           | 53.4±0.4μs          |    0.99 | import_iris.Iris.time__representation                                                       |
|          | 675±20μs             | 674±20μs            |    1    | import_iris.Iris.time_analysis                                                              |
|          | 106±2μs              | 111±2μs             |    1.04 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 88.4±0.7μs           | 90.4±0.5μs          |    1.02 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 245±3μs              | 249±5μs             |    1.02 | import_iris.Iris.time_analysis__interpolation                                               |
|          | 170±3μs              | 171±2μs             |    1    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 83.3±1μs             | 83.1±0.7μs          |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 105±2μs              | 104±2μs             |    0.99 | import_iris.Iris.time_analysis_calculus                                                     |
|          | 312±5μs              | 312±4μs             |    1    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 61.9±0.5μs           | 62.9±0.8μs          |    1.02 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 182±2μs              | 182±2μs             |    1    | import_iris.Iris.time_analysis_maths                                                        |
|          | 63.2±0.9μs           | 62.9±0.8μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                        |
|          | 141±5μs              | 146±2μs             |    1.03 | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 330±4μs              | 329±5μs             |    1    | import_iris.Iris.time_aux_factory                                                           |
|          | 58.8±0.4μs           | 58.5±0.4μs          |    0.99 | import_iris.Iris.time_common                                                                |
|          | 141±3μs              | 142±2μs             |    1.01 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.53±0.09ms          | 1.56±0.02ms         |    1.02 | import_iris.Iris.time_common_metadata                                                       |
|          | 160±4μs              | 161±2μs             |    1.01 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.26±0.02ms          | 1.23±0.01ms         |    0.98 | import_iris.Iris.time_common_resolve                                                        |
|          | 214±3μs              | 214±2μs             |    1    | import_iris.Iris.time_config                                                                |
|          | 98.8±2μs             | 98.2±0.8μs          |    0.99 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 408±10μs             | 392±8μs             |    0.96 | import_iris.Iris.time_coord_systems                                                         |
|          | 918±30μs             | 907±10μs            |    0.99 | import_iris.Iris.time_coords                                                                |
|          | 1.05±0.07ms          | 924±20μs            |    0.88 | import_iris.Iris.time_cube                                                                  |
|          | 227±3μs              | 227±2μs             |    1    | import_iris.Iris.time_exceptions                                                            |
|          | 54.0±0.5μs           | 53.5±0.1μs          |    0.99 | import_iris.Iris.time_experimental                                                          |
|          | 154±2μs              | 155±1μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 240±7μs              | 243±2μs             |    1.01 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 51.3±0.4μs           | 51.7±0.3μs          |    1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 83.7±0.7μs           | 86.3±1μs            |    1.03 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 457±20μs             | 468±20μs            |    1.02 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 5.99±0.2ms           | 5.99±0.1ms          |    1    | import_iris.Iris.time_fileformats_dot                                                       |
|          | 48.5±0.4μs           | 48.0±0.4μs          |    0.99 | import_iris.Iris.time_fileformats_name                                                      |
|          | 232±2μs              | 234±2μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 86.8±1μs             | 85.4±1μs            |    0.98 | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 129±2μs              | 130±2μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 284±4μs              | 292±3μs             |    1.03 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 877±10μs             | 867±10μs            |    0.99 | import_iris.Iris.time_fileformats_pp                                                        |
|          | 140±2μs              | 139±2μs             |    0.99 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 95.2±2μs             | 93.0±0.6μs          |    0.98 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 539±4μs              | 535±20μs            |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 215±0.8μs            | 216±7μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 57.5±0.3μs           | 58.0±0.2μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 127±2μs              | 127±1μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 112±0.9μs            | 113±2μs             |    1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 49.5±0.2μs           | 49.5±0.4μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 53.1±0.5μs           | 53.0±0.6μs          |    1    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 982±30μs             | 970±20μs            |    0.99 | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 108±1μs              | 111±1μs             |    1.02 | import_iris.Iris.time_io                                                                    |
|          | 165±3μs              | 163±4μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 169±1μs              | 170±2μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 97.7±2μs             | 97.9±0.7μs          |    1    | import_iris.Iris.time_iterate                                                               |
|          | 31.4±0.1ms           | 31.9±1ms            |    1.02 | import_iris.Iris.time_palette                                                               |
|          | 2.16±0.2ms           | 2.12±0.1ms          |    0.98 | import_iris.Iris.time_plot                                                                  |
|          | 294±70μs             | 272±60μs            |    0.93 | import_iris.Iris.time_quickplot                                                             |
|          | 2.55±0.3ms           | 2.66±0.1ms          |    1.05 | import_iris.Iris.time_std_names                                                             |
|          | 1.59±0.02ms          | 1.60±0.01ms         |    1.01 | import_iris.Iris.time_symbols                                                               |
|          | 42.7±0.9ms           | 44.2±2ms            |    1.03 | import_iris.Iris.time_tests                                                                 |
|          | 185±2μs              | 186±0.8μs           |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.57±0.09ms          | 5.63±0.04ms         |    1.01 | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 91.5±1μs             | 91.2±1μs            |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.70±0.1ms           | 2.98±0.2ms          |    1.1  | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 547±20μs             | 508±4μs             |    0.93 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 136±1μs              | 136±0.9μs           |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 71.2±2μs             | 73.0±1μs            |    1.03 | import_iris.Iris.time_time                                                                  |
|          | 891±7μs              | 903±20μs            |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 74.0±0.6μs           | 73.1±0.9μs          |    0.99 | iterate.IZip.time_izip                                                                      |
|          | 9.53±0.2ms           | 9.50±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 17.2±0.1ms           | 17.5±0.5ms          |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 9.16±0.08ms          | 9.19±0.6ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 9.49±0.3ms           | 9.81±0.2ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 14.9±0.3ms           | 15.2±0.3ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 9.41±0.4ms           | 9.71±0.3ms          |    1.03 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.33±0.02s           | 1.33±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 13.6±0.3ms           | 13.7±0.3ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.32±0.01s           | 1.32±0s             |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.32±0.01s           | 1.34±0s             |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 13.8±0.2ms           | 14.0±0.2ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.32±0.01s           | 1.31±0s             |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.32±0.1ms           | 5.37±0.1ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 13.0±0.1ms           | 13.6±0.5ms          |    1.04 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.81±0.06ms          | 4.96±0.1ms          |    1.03 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.07±0.08ms          | 5.16±0.1ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 13.0±0.2ms           | 13.6±0.3ms          |    1.05 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.82±0.2ms           | 5.31±0.3ms          |    1.1  | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 22.7±1ms             | 22.7±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 21.0±0.6ms           | 20.2±0.3ms          |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 13.8±1ms             | 13.9±1ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 31.3±2ms             | 31.3±0.9ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 88.0±0.4ms           | 88.7±0.4ms          |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 30.4±0.9ms           | 30.3±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 581±6ms              | 580±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.79±0.04ms          | 3.86±0.09ms         |    1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 581±2ms              | 584±5ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 589±4ms              | 591±3ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.82±0.07ms          | 3.86±0.1ms          |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 591±6ms              | 595±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.27±0.1ms           | 2.25±0.08ms         |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.69±0.05ms          | 3.64±0.1ms          |    0.99 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.24±0.04ms          | 2.33±0.04ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.25±0.04ms          | 2.31±0.08ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.79±0.07ms          | 3.84±0.2ms          |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.28±0.04ms          | 2.35±0.07ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 338±4ms              | 342±9ms             |    1.01 | load.ManyCubes.time_many_cube_load                                                          |
|          | 90.6±0.3ms           | 90.6±0.4ms          |    1    | load.ManyVars.time_many_var_load                                                            |
|          | 9.70±0.09ms          | 10.1±0.4ms          |    1.04 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 9.27±0.2ms           | 9.83±0.3ms          |    1.06 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.33±0.02s           | 1.34±0s             |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.33±0.01s           | 1.33±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.20±0.3ms           | 5.10±0.3ms          |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.03±0.06ms          | 5.18±0.3ms          |    1.03 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.77±0.09ms          | 8.62±0.08ms         |    0.98 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.72±0.09ms          | 5.86±0.1ms          |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.30±0.01s           | 1.30±0.01s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 375±7ms              | 383±1ms             |    1.02 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.20±0.09ms          | 4.27±0.09ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.35±0.07ms          | 4.36±0.08ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 139±0.6ms            | 140±1ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 16.2±0.2ms           | 16.1±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 139±1ms              | 138±3ms             |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 28.8±0.2ms           | 29.3±0.2ms          |    1.02 | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 15.9±0.2ms           | 15.9±0.1ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 29.1±0.7ms           | 28.6±0.2ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 21.1±0.6ms           | 21.0±0.4ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 50.6±0.6ms           | 50.9±1ms            |    1.01 | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 10.5±0.4ms           | 10.8±0.3ms          |    1.03 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 19.2±0.6ms           | 19.1±0.3ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 20.5±0.6ms           | 20.6±0.5ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 21.0±0.5ms           | 21.0±0.4ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 10.6±0.2ms           | 10.4±0.4ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 14.3±0.3ms           | 14.7±0.4ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 22.8±0.5ms           | 22.4±0.2ms          |    0.98 | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 63.4±2ms             | 64.0±2ms            |    1.01 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 22.8±0.5ms           | 23.5±0.5ms          |    1.03 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 23.8±0.4ms           | 24.2±0.5ms          |    1.02 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.78±0.06ms          | 4.04±0.2ms          |    1.07 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 5.05±0.07ms          | 5.03±0.08ms         |    1    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 67.1±3ms             | 67.9±2ms            |    1.01 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.33±0.03s           | 1.33±0.02s          |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 919±10ms             | 919±6ms             |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 411±4ms              | 405±2ms             |    0.99 | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.21±0G              | 2.21±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 71.7±2M              | 71.7±2M             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 35.9±2ms             | 36.0±3ms            |    1    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 366±6ns              | 358±2ns             |    0.98 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 153±3ms              | 150±0.9ms           |    0.98 | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 769±3k               | 769±3k              |    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)      |
|          | 18.0±0.4ms           | 17.9±0.4ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 21.1±0.4ms           | 20.9±0.3ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 821±2k               | 821±2k              |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0M              | 24.6±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 112±2ms              | 111±2ms             |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 413±5ms              | 409±10ms            |    0.99 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.46±0.07M           | 1.46±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.06M           | 96.5±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 76.7±2ms             | 75.3±3ms            |    0.98 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 358±3ms              | 361±5ms             |    1.01 | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.41±0.03M           | 1.37±0.04M          |    0.97 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.03M           | 96.4±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.175361             | 2.175361            |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01536099999998   | 216.01536099999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 7.11±0.09ms          | 7.19±0.2ms          |    1.01 | plot.AuxSort.time_aux_sort                                                                  |
|          | 57.9±2ms             | 55.4±0.8ms          |    0.96 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 97.9±7ms             | 95.2±8ms            |    0.97 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 63.5±1ms             | 61.6±0.9ms          |    0.97 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.09M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 5.88±0.4ms           | 5.48±0.2ms          |    0.93 | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 82.4±3ms             | 81.8±2ms            |    0.99 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 22.2±3ms             | 22.0±10ms           |    0.99 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 277±6ms              | 273±4ms             |    0.98 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 98.7±1ns             | 97.8±2ns            |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 63.0±2ms             | 62.0±2ms            |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 97.5±3ns             | 95.2±3ns            |    0.98 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 241±3ms              | 245±3ms             |    1.02 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.4±1k              | 31.5±1k             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.72±0.1M            | 1.64±0.2M           |    0.95 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.5±1k              | 31.5±1k             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 208±20M              | 191±10M             |    0.92 | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.6±0.4ms           | 40.4±1ms            |    1.02 | stats.PearsonR.time_lazy                                                                    |
|          | 9.65±0.3ms           | 9.70±0.1ms          |    1    | stats.PearsonR.time_real                                                                    |
|          | 29.4±0.6M            | 29±0.9M             |    0.99 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 24.9±0.4ms           | 25.6±0.4ms          |    1.03 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 82.0±1ms             | 80.7±0.5ms          |    0.98 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Benchmarks that have got worse:

| Change   | Before [c508ac80]    | After [09072ef2]    |   Ratio | Benchmark (Parameter)                                  |
|----------|----------------------|---------------------|---------|--------------------------------------------------------|
| +        | 2.99±0.3ms           | 3.71±0.1ms          |    1.24 | import_iris.Iris.time_fileformats__ff_cross_references |

Generated by GHA run 30678795923

@scitools-ci
scitools-ci Bot force-pushed the auto-update-lockfiles branch from 2e8752d to ec258cb Compare August 8, 2026 00:49
@github-actions

github-actions Bot commented Aug 8, 2026

Copy link
Copy Markdown
Contributor

⏱️ Performance Benchmark Report: 044470d

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [a73bc0fa]    | After [044470de]    |   Ratio | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 18.9±1ms             | 18.7±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 47.8±2ms             | 47.3±1ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 31.3±2ms             | 31.2±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 147±2ms              | 148±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 20.7±1ms             | 20.5±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 27.7±0.5ms           | 27.5±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 20.9±2ms             | 20.7±2ms            |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 27.3±0.5ms           | 28.2±0.5ms          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 18.9±1ms             | 18.8±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 38.9±0.6ms           | 39.6±2ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 119±0.8ms            | 120±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 118±0.7ms            | 118±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 19.5±3ms             | 19.5±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 43.0±0.9ms           | 43.3±0.8ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 20.7±2ms             | 21.0±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 51.2±0.7ms           | 51.4±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 18.7±2ms             | 19.3±1ms            |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 39.6±0.6ms           | 39.9±3ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 927±10ms             | 913±8ms             |    0.98 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 909±7ms              | 923±10ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 162±2ms              | 162±2ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 272±6ms              | 274±9ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 19.7±1ms             | 20.0±1ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 26.2±0.3ms           | 26.3±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 19.7±1ms             | 19.6±2ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 52.8±0.9ms           | 52.6±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 20.4±1ms             | 20.5±2ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 55.3±1ms             | 55.4±0.8ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 20.4±2ms             | 20.4±1ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 51.4±0.7ms           | 51.8±1ms            |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 6.65±0.05ms          | 6.64±0.09ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 19.1±0.3ms           | 19.3±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 17.3±0.09ms          | 17.0±0.09ms         |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 108±3ms              | 108±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 6.94±0.02ms          | 6.96±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 17.4±0.2ms           | 17.2±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 6.95±0.03ms          | 6.96±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 17.3±0.2ms           | 17.4±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 6.48±0.1ms           | 6.44±0.03ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 18.1±0.6ms           | 18.0±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 22.9±2ms             | 23.0±2ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 31.3±0.6ms           | 31.2±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 6.82±0.2ms           | 6.79±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 18.3±0.6ms           | 18.2±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 7.71±0.04ms          | 7.73±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 20.5±0.3ms           | 20.3±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 6.53±0.06ms          | 6.44±0.04ms         |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 18.1±0.3ms           | 18.1±0.5ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 580±3ms              | 591±7ms             |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 597±5ms              | 586±2ms             |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 35.5±0.2ms           | 35.8±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 120±5ms              | 116±4ms             |    0.97 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 6.80±0.07ms          | 6.77±0.06ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 17.1±0.3ms           | 17.2±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 6.72±0.05ms          | 6.80±0.05ms         |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 19.6±0.3ms           | 19.6±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 6.92±0.05ms          | 6.95±0.05ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 19.1±0.3ms           | 19.6±0.3ms          |    1.03 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 6.97±0.03ms          | 6.98±0.02ms         |    1    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 18.9±0.2ms           | 19.4±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 20.4±1ms             | 20.2±2ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 74.0±0.9ms           | 73.5±0.6ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 20.2±1ms             | 20.1±2ms            |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 84.8±0.7ms           | 84.1±0.7ms          |    0.99 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 19.0±2ms             | 19.2±2ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 48.6±1ms             | 48.7±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 7.19±0.06ms          | 6.99±0.04ms         |    0.97 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 23.9±0.6ms           | 24.5±0.7ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 6.93±0.08ms          | 6.83±0.03ms         |    0.99 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 25.5±0.7ms           | 25.8±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 6.67±0.04ms          | 6.72±0.07ms         |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 19.8±0.4ms           | 20.1±0.5ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 153±0.3ms            | 153±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 213±2ms              | 213±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 909±6μs              | 912±7μs             |    1    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 318±2μs              | 321±3μs             |    1.01 | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 1.43±0.02ms          | 1.44±0.01ms         |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.03±0.01ms          | 1.01±0ms            |    0.99 | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 79.5±1ms             | 79.3±3ms            |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 23.0±1ms             | 23.0±2ms            |    1    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 90.8±3ms             | 91.0±2ms            |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 14.9±0.1μs           | 14.8±0.1μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 81.7±2ms             | 80.9±2ms            |    0.99 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 26.0±0.8ms           | 25.5±0.3ms          |    0.98 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 92.7±2ms             | 93.2±0.8ms          |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 15.1±0.05μs          | 15.0±0.2μs          |    0.99 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 146±2ms              | 147±2ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 59.8±1ms             | 59.8±1ms            |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 174±3ms              | 175±4ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 41.3±0.2μs           | 41.9±0.3μs          |    1.02 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 210±3ms              | 214±3ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 121±2ms              | 121±1ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 237±3ms              | 243±7ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 261±2μs              | 260±1μs             |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 788±10μs             | 784±7μs             |    1    | import_iris.Iris.time__concatenate                                                          |
|          | 156±7μs              | 154±3μs             |    0.99 | import_iris.Iris.time__constraints                                                          |
|          | 86.4±1μs             | 84.1±0.9μs          |    0.97 | import_iris.Iris.time__data_manager                                                         |
|          | 70.0±0.5μs           | 69.6±0.7μs          |    0.99 | import_iris.Iris.time__deprecation                                                          |
|          | 131±2μs              | 132±2μs             |    1.01 | import_iris.Iris.time__lazy_data                                                            |
|          | 878±10μs             | 873±10μs            |    0.99 | import_iris.Iris.time__merge                                                                |
|          | 53.5±0.2μs           | 53.6±0.2μs          |    1    | import_iris.Iris.time__representation                                                       |
|          | 598±10μs             | 591±7μs             |    0.99 | import_iris.Iris.time_analysis                                                              |
|          | 102±1μs              | 103±1μs             |    1.01 | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 88.1±1μs             | 88.7±1μs            |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 234±3μs              | 233±3μs             |    1    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 153±2μs              | 157±3μs             |    1.03 | import_iris.Iris.time_analysis__regrid                                                      |
|          | 78.7±0.7μs           | 79.0±2μs            |    1    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 102±1μs              | 101±2μs             |    1    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 301±2μs              | 298±3μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                  |
|          | 61.2±0.4μs           | 60.4±0.4μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 178±2μs              | 175±3μs             |    0.99 | import_iris.Iris.time_analysis_maths                                                        |
|          | 61.4±1μs             | 63.3±1μs            |    1.03 | import_iris.Iris.time_analysis_stats                                                        |
|          | 137±3μs              | 137±4μs             |    1    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 285±4μs              | 287±9μs             |    1.01 | import_iris.Iris.time_aux_factory                                                           |
|          | 57.0±0.3μs           | 57.5±0.3μs          |    1.01 | import_iris.Iris.time_common                                                                |
|          | 128±2μs              | 130±5μs             |    1.02 | import_iris.Iris.time_common_lenient                                                        |
|          | 1.42±0.02ms          | 1.39±0.01ms         |    0.98 | import_iris.Iris.time_common_metadata                                                       |
|          | 144±1μs              | 147±2μs             |    1.02 | import_iris.Iris.time_common_mixin                                                          |
|          | 1.16±0.01ms          | 1.17±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                        |
|          | 203±2μs              | 206±2μs             |    1.01 | import_iris.Iris.time_config                                                                |
|          | 93.2±2μs             | 97.1±3μs            |    1.04 | import_iris.Iris.time_coord_categorisation                                                  |
|          | 348±3μs              | 344±6μs             |    0.99 | import_iris.Iris.time_coord_systems                                                         |
|          | 823±7μs              | 822±7μs             |    1    | import_iris.Iris.time_coords                                                                |
|          | 724±10μs             | 751±10μs            |    1.04 | import_iris.Iris.time_cube                                                                  |
|          | 216±3μs              | 214±3μs             |    0.99 | import_iris.Iris.time_exceptions                                                            |
|          | 53.9±0.2μs           | 54.1±0.6μs          |    1    | import_iris.Iris.time_experimental                                                          |
|          | 152±0.8μs            | 153±2μs             |    1.01 | import_iris.Iris.time_fileformats                                                           |
|          | 223±2μs              | 219±4μs             |    0.99 | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.58±0.01ms          | 2.55±0.02ms         |    0.99 | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 51.0±0.5μs           | 51.0±0.6μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 81.6±0.8μs           | 82.1±1μs            |    1.01 | import_iris.Iris.time_fileformats_abf                                                       |
|          | 402±10μs             | 409±10μs            |    1.02 | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.80±0.07ms          | 4.84±0.02ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                       |
|          | 48.2±0.7μs           | 48.4±0.3μs          |    1    | import_iris.Iris.time_fileformats_name                                                      |
|          | 229±2μs              | 233±1μs             |    1.02 | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 85.9±2μs             | 86.2±1μs            |    1    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 123±2μs              | 128±2μs             |    1.03 | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 278±3μs              | 279±3μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 802±8μs              | 803±5μs             |    1    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 138±2μs              | 142±1μs             |    1.02 | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 95.4±1μs             | 94.8±3μs            |    0.99 | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 519±10μs             | 512±7μs             |    0.99 | import_iris.Iris.time_fileformats_rules                                                     |
|          | 199±2μs              | 200±3μs             |    1.01 | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 57.6±0.2μs           | 57.9±0.3μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                        |
|          | 124±1μs              | 124±0.9μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 104±2μs              | 104±0.7μs           |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 48.5±0.3μs           | 48.5±0.2μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 52.3±0.4μs           | 52.7±0.5μs          |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 966±8μs              | 969±9μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 107±1μs              | 106±2μs             |    1    | import_iris.Iris.time_io                                                                    |
|          | 142±2μs              | 141±3μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                      |
|          | 163±0.9μs            | 163±1μs             |    1.01 | import_iris.Iris.time_iris                                                                  |
|          | 91.8±1μs             | 91.9±0.8μs          |    1    | import_iris.Iris.time_iterate                                                               |
|          | 30.9±0.4ms           | 31.1±0.3ms          |    1.01 | import_iris.Iris.time_palette                                                               |
|          | 1.83±0.02ms          | 1.84±0.02ms         |    1    | import_iris.Iris.time_plot                                                                  |
|          | 253±20μs             | 253±30μs            |    1    | import_iris.Iris.time_quickplot                                                             |
|          | 2.28±0.01ms          | 2.26±0.01ms         |    0.99 | import_iris.Iris.time_std_names                                                             |
|          | 1.56±0.01ms          | 1.59±0ms            |    1.02 | import_iris.Iris.time_symbols                                                               |
|          | 42.5±1ms             | 42.7±4ms            |    1.01 | import_iris.Iris.time_tests                                                                 |
|          | 184±3μs              | 187±1μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.07±0.02ms          | 5.08±0.02ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 92.4±1μs             | 92.1±0.7μs          |    1    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.55±0.01ms          | 2.57±0.02ms         |    1.01 | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 510±20μs             | 500±3μs             |    0.98 | import_iris.Iris.time_third_party_numpy                                                     |
|          | 136±4μs              | 136±1μs             |    1    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 68.0±0.5μs           | 68.8±0.8μs          |    1.01 | import_iris.Iris.time_time                                                                  |
|          | 853±8μs              | 861±7μs             |    1.01 | import_iris.Iris.time_util                                                                  |
|          | 73.8±0.5μs           | 74.2±0.6μs          |    1.01 | iterate.IZip.time_izip                                                                      |
|          | 8.76±0.02ms          | 8.89±0.06ms         |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 15.4±0.1ms           | 16.2±1ms            |    1.05 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 8.67±0.04ms          | 8.78±0.05ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 8.77±0.04ms          | 8.83±0.05ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 12.9±0.04ms          | 13.0±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 8.69±0.04ms          | 8.78±0.1ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.30±0.01s           | 1.30±0s             |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 11.8±0.04ms          | 12.0±0.2ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.27±0s              | 1.28±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.30±0.01s           | 1.29±0.01s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 11.8±0.04ms          | 12.0±0.1ms          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.28±0.01s           | 1.27±0.01s          |    0.99 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 4.76±0.02ms          | 4.78±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 11.6±0.04ms          | 11.7±0.2ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 4.62±0.01ms          | 4.63±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 4.76±0.03ms          | 4.77±0.03ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 11.6±0.09ms          | 11.8±0.3ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 4.61±0.02ms          | 4.66±0.01ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 21.2±1ms             | 20.7±1ms            |    0.98 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 18.5±0.3ms           | 18.9±0.6ms          |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 12.9±1ms             | 12.9±0.5ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 29.8±1ms             | 30.4±2ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 86.1±0.3ms           | 86.0±0.7ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 29.1±1ms             | 29.1±0.9ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 563±3ms              | 566±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 3.03±0.04ms          | 3.03±0.05ms         |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 568±2ms              | 575±6ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 571±4ms              | 576±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 3.10±0.09ms          | 3.05±0.03ms         |    0.98 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 574±6ms              | 575±4ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.00±0.04ms          | 2.02±0.04ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 3.03±0.07ms          | 3.05±0.04ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.00±0.02ms          | 2.09±0.03ms         |    1.04 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.02±0.03ms          | 2.07±0.06ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 3.08±0.04ms          | 3.12±0.06ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 1.99±0.03ms          | 2.05±0.03ms         |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 321±5ms              | 322±3ms             |    1    | load.ManyCubes.time_many_cube_load                                                          |
|          | 86.7±0.3ms           | 85.6±0.2ms          |    0.99 | load.ManyVars.time_many_var_load                                                            |
|          | 8.96±0.02ms          | 8.99±0.03ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 8.79±0.03ms          | 8.80±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.32±0.02s           | 1.30±0.01s          |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.30±0.01s           | 1.28±0s             |    0.98 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 4.79±0.04ms          | 4.83±0.04ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 4.64±0.02ms          | 4.68±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 8.01±0.05ms          | 8.14±0.05ms         |    1.02 | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.15±0.04ms          | 5.13±0.01ms         |    0.99 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.29±0.01s           | 1.27±0.01s          |    0.98 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 373±2ms              | 370±2ms             |    0.99 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 3.99±0.02ms          | 3.99±0.01ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 3.89±0.05ms          | 3.87±0.02ms         |    0.99 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 135±1ms              | 136±0.3ms           |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 14.2±0.06ms          | 14.0±0.06ms         |    0.99 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 134±2ms              | 133±0.4ms           |    0.99 | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 27.4±0.04ms          | 27.4±0.2ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 13.8±0.04ms          | 13.9±0.05ms         |    1    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 27.3±0.2ms           | 27.1±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 17.9±0.1ms           | 17.9±0.1ms          |    1    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 46.5±0.4ms           | 46.5±0.9ms          |    1    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 9.02±0.1ms           | 8.93±0.2ms          |    0.99 | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 16.2±0.6ms           | 15.8±0.2ms          |    0.97 | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 18.0±0.2ms           | 18.0±0.4ms          |    1    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 18.7±0.5ms           | 18.1±0.9ms          |    0.97 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 9.06±0.1ms           | 8.95±0.1ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 11.7±0.2ms           | 12.1±0.3ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 19.6±0.1ms           | 19.7±0.1ms          |    1    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 56.9±2ms             | 58.3±1ms            |    1.02 | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 19.5±0.1ms           | 19.7±0.2ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 20.9±0.4ms           | 21.4±0.5ms          |    1.03 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 3.11±0.02ms          | 3.18±0.07ms         |    1.02 | load.ugrid.DataRealisation.time_realise_data(10000)                                         |
|          | 3.91±0.03ms          | 4.23±0.2ms          |    1.08 | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 48.7±1ms             | 51.8±2ms            |    1.07 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 1.18±0.03s           | 1.20±0.03s          |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 876±5ms              | 877±3ms             |    1    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 384±2ms              | 385±1ms             |    1    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.21±0G              | 2.21±0G             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 71.7±2M              | 71.7±2M             |    1    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 31.2±1ms             | 31.4±3ms            |    1    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           |    1    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 358±3ns              | 357±3ns             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 150±0.7ms            | 150±1ms             |    1    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 769±3k               | 769±3k              |    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)      |
|          | 16.9±0.3ms           | 16.7±0.09ms         |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 20.0±0.2ms           | 19.8±0.1ms          |    0.99 | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 821±2k               | 821±2k              |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 24.6±0M              | 24.6±0M             |    1    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 97.1±0.6ms           | 95.3±0.9ms          |    0.98 | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 377±4ms              | 376±3ms             |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.48±0.07M           | 1.48±0.05M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.5±0.05M           | 96.5±0.06M          |    1    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 65.9±0.7ms           | 65.6±0.7ms          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 339±3ms              | 338±2ms             |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.38±0.04M           | 1.37±0.04M          |    0.99 | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.4±0.04M           | 96.4±0.03M          |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.175361             | 2.175361            |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01536099999998   | 216.01536099999998  |    1    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.45±0.03ms          | 6.48±0.02ms         |    1    | plot.AuxSort.time_aux_sort                                                                  |
|          | 50.1±1ms             | 51.2±1ms            |    1.02 | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              |    1    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 89.1±8ms             | 88.4±8ms            |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 56.0±0.7ms           | 56.9±0.9ms          |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.09M            | 107±0.1M            |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.03M            | 147±0.03M           |    1    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 4.52±0.04ms          | 4.54±0.03ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 70.7±0.3ms           | 70.8±0.8ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 24.7±20ms            | 23.3±10ms           |    0.94 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 254±2ms              | 254±2ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 95.1±0.9ns           | 98.1±0.8ns          |    1.03 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 54.1±0.5ms           | 53.4±0.5ms          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 97.7±2ns             | 98.4±0.8ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 222±2ms              | 222±2ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 31.6±1k              | 31.4±1k             |    0.99 | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.8±0.1M             | 1.76±0.2M           |    0.97 | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 31.5±1k              | 31.6±1k             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 225±20M              | 225±20M             |    1    | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 37.2±0.2ms           | 37.2±0.3ms          |    1    | stats.PearsonR.time_lazy                                                                    |
|          | 8.33±0.2ms           | 8.43±0.1ms          |    1.01 | stats.PearsonR.time_real                                                                    |
|          | 29.9±0.4M            | 29.3±0.7M           |    0.98 | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             |    1    | stats.PearsonR.tracemalloc_real                                                             |
|          | 21.9±0.2ms           | 21.9±0.2ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 78.3±0.4ms           | 78.0±0.9ms          |    1    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.01M           | 17.6±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.74±0.01M           | 7.74±0.01M          |    1    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Generated by GHA run 31231125260

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