Temporary fix for airspeed-velocity/asv#1396 #5931

trexfeathers · 2024-04-29T14:33:22Z

🚀 Pull Request

Description

See airspeed-velocity/asv#1396. The fix has been proposed in airspeed-velocity/asv#1397 but it is uncertain how quickly that might progress. We need the benchmarks working for an upcoming sprint, including in places where we cannot pin the Conda version appropriately, so I am proposing this temporary override in our existing subclass.

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

codecov · 2024-04-29T14:48:32Z

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.78%. Comparing base (7c313ff) to head (4733765).
Report is 24 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #5931      +/-   ##
==========================================
+ Coverage   89.76%   89.78%   +0.01%     
==========================================
  Files          93       93              
  Lines       22982    23007      +25     
  Branches     5006     5017      +11     
==========================================
+ Hits        20630    20657      +27     
+ Misses       1622     1620       -2     
  Partials      730      730

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github-actions · 2024-04-29T15:21:46Z

⏱️ Performance Benchmark Report: `28090cc`

Performance shifts

Full benchmark results


Benchmarks that have stayed the same:

| Change   | Before [e6f518a0]    | After [28090cc1]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.38±0.07μs          | 4.31±0.01μs         | 0.98    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.90±0.03μs          | 4.89±0.07μs         | 1.00    | coords.AncillaryVariable.time_create                                                                 |
|          | 337±2ns              | 334±4ns             | 0.99    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.68±0.03μs          | 8.62±0.1μs          | 0.99    | coords.AuxCoord.time_create                                                                          |
|          | 307±3ns              | 306±2ns             | 1.00    | coords.AuxCoord.time_points                                                                          |
|          | 249±9μs              | 243±9μs             | 0.98    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.3±0.6μs           | 13.3±0.7μs          | 1.00    | coords.AuxCoordLazy.time_create                                                                      |
|          | 240±9μs              | 238±9μs             | 0.99    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.29±0.05μs          | 5.28±0.04μs         | 1.00    | coords.CellMeasure.time_create                                                                       |
|          | 1.09±0.01μs          | 1.09±0.02μs         | 1.00    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 108±1μs              | 107±0.9μs           | 0.99    | coords.DimCoord.time_create                                                                          |
|          | 30.9±0.6μs           | 31.0±0.6μs          | 1.00    | coords.DimCoord.time_regular                                                                         |
|          | 389±6ms              | 388±5ms             | 1.00    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 58.3±3μs             | 57.9±0.5μs          | 0.99    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.6±0.09μs          | 10.5±0.1μs          | 0.99    | cube.AncillaryVariable.time_create                                                                   |
|          | 64.3±0.5μs           | 64.7±0.6μs          | 1.01    | cube.AuxCoord.time_add                                                                               |
|          | 9.37±0.1μs           | 9.28±0.04μs         | 0.99    | cube.AuxCoord.time_create                                                                            |
|          | 5.03±0.02μs          | 5.11±0.07μs         | 1.02    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 3.70±0.03μs          | 3.77±0.03μs         | 1.02    | cube.AuxCoord.time_return_coords                                                                     |
|          | 38.4±0.6μs           | 38.9±0.4μs          | 1.01    | cube.AuxFactory.time_add                                                                             |
|          | 11.4±0.1μs           | 11.4±0.1μs          | 1.00    | cube.AuxFactory.time_create                                                                          |
|          | 56.3±0.8μs           | 57.4±0.5μs          | 1.02    | cube.CellMeasure.time_add                                                                            |
|          | 10.7±0.1μs           | 10.7±0.08μs         | 1.00    | cube.CellMeasure.time_create                                                                         |
|          | 51.1±0.8μs           | 52.0±0.8μs          | 1.02    | cube.CellMethod.time_add                                                                             |
|          | 7.56±0.06μs          | 7.54±0.07μs         | 1.00    | cube.CellMethod.time_create                                                                          |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_add                                                                        |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_create                                                                     |
|          | 131±0.5ms            | 131±0.3ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 6.94±0.06μs          | 6.96±0.03μs         | 1.00    | cube.Cube.time_basic                                                                                 |
|          | 51.9±0.8ns           | 52.6±0.9ns          | 1.01    | cube.Cube.time_rename                                                                                |
|          | 56.0±0.8μs           | 55.6±0.4μs          | 0.99    | cube.Equality.time_equality                                                                          |
|          | 334±2ms              | 333±2ms             | 1.00    | cube.Merge.time_merge                                                                                |
|          | 26.0±1μs             | 25.7±1μs            | 0.99    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 27.8±0.9μs           | 27.6±0.6μs          | 0.99    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 23.5±0.8μs           | 22.7±0.5μs          | 0.97    | cube.MeshCoord.time_add(6)                                                                           |
|          | 16.6±0.2μs           | 16.8±0.3μs          | 1.01    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 16.8±0.2μs           | 17.0±0.3μs          | 1.02    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 16.0±0.1μs           | 16.2±0.3μs          | 1.01    | cube.MeshCoord.time_create(6)                                                                        |
|          | 50.9±5μs             | 55.8±2μs            | 1.10    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 57.3±1μs             | 59.1±2μs            | 1.03    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 47.1±5μs             | 52.2±7μs            | 1.11    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.46±0.2ms           | 2.77±0.3ms          | 1.13    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.92±0.03ms          | 1.95±0.02ms         | 1.01    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 488±2ns              | 495±10ns            | 1.02    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 486±4ns              | 493±5ns             | 1.01    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 21.1±0.5ms           | 21.5±0.5ms          | 1.02    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.73±0.03ms          | 2.78±0.01ms         | 1.02    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 28.6±3ms             | 29.3±3ms            | 1.02    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 4.09±0.04ms          | 4.11±0.04ms         | 1.00    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.20±0.2ms           | 4.17±0.09ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.31±0.05ms          | 3.36±0.04ms         | 1.01    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 259±5μs              | 264±10μs            | 1.02    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 256±6μs              | 256±8μs             | 1.00    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 21.0±0.6ms           | 20.7±0.5ms          | 0.99    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 2.99±0.03ms          | 2.98±0.04ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 24.3±0.5ms           | 23.9±0.5ms          | 0.99    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.42±0.07ms          | 4.35±0.06ms         | 0.98    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 11.6±0.09μs          | 11.5±0.09μs         | 1.00    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 402±8μs              | 404±10μs            | 1.00    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.28±0.05μs          | 4.25±0.03μs         | 0.99    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.22±0.07μs          | 4.17±0.04μs         | 0.99    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 3.77±0.03μs          | 3.79±0.05μs         | 1.00    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 3.81±0.03μs          | 3.81±0.06μs         | 1.00    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.19±0.04μs          | 5.21±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.14±0.04μs          | 5.19±0.06μs         | 1.01    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 41.6±0.9μs           | 42.3±0.5μs          | 1.02    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 450±3μs              | 459±6μs             | 1.02    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 79.1±3ms             | 76.8±2ms            | 0.97    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 257±2μs              | 256±5μs             | 1.00    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 3.60±0.04μs          | 3.62±0.08μs         | 1.01    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 3.63±0.06μs          | 3.67±0.03μs         | 1.01    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 6.33±0.04μs          | 6.34±0.08μs         | 1.00    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 6.31±0.06μs          | 6.34±0.08μs         | 1.01    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 11.0±0.1μs           | 10.8±0.05μs         | 0.98    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 123±3ms              | 119±1ms             | 0.97    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.44±0.04μs          | 5.39±0.04μs         | 0.99    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 4.12±0.03ms          | 4.11±0.05ms         | 1.00    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 4.12±0.01ms          | 4.15±0.05ms         | 1.01    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 194±2μs              | 197±5μs             | 1.02    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.37±0.03μs          | 3.39±0.03μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 3.83±0.01μs          | 3.86±0.03μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.74±0.01μs          | 2.76±0.01μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.63±0.09ms          | 7.74±0.09ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 121±2ms              | 123±2ms             | 1.02    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.7±0.3μs           | 11.8±0.4μs          | 1.01    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 4.16±0.05ms          | 4.16±0.06ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 4.19±0.06ms          | 4.15±0.05ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 243±5μs              | 245±5μs             | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.52±0.05ms          | 2.58±0.08ms         | 1.02    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.60±0.07ms          | 4.63±0.1ms          | 1.00    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 7.42±0.3μs           | 7.88±0.4μs          | 1.06    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 32.8±1μs             | 33.1±1μs            | 1.01    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 463±10μs             | 463±20μs            | 1.00    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 19.6±1μs             | 18.9±0.5μs          | 0.97    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 15.7±0.6μs           | 16.5±1μs            | 1.05    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 15.7±0.5μs           | 16.4±0.8μs          | 1.04    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 15.0±0.4μs           | 14.9±0.2μs          | 0.99    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 19.6±1μs             | 19.7±0.7μs          | 1.01    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 19.3±0.8μs           | 18.7±0.4μs          | 0.97    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 81.5±2μs             | 80.7±2μs            | 0.99    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 513±10μs             | 502±10μs            | 0.98    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 78.4±2ms             | 77.3±2ms            | 0.99    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 340±9μs              | 344±10μs            | 1.01    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 16.7±0.5μs           | 17.3±0.8μs          | 1.04    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 15.7±0.4μs           | 15.9±0.8μs          | 1.01    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 31.6±0.7μs           | 31.8±1μs            | 1.00    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 29.8±0.6μs           | 29.7±1μs            | 0.99    | experimental.ugrid.MeshLazy.time_remove_coords(6)                                                    |
|          | n/a                  | n/a                 | n/a     | experimental.ugrid.UGridCommon.time_create(1000000)                                                  |
|          | n/a                  | n/a                 | n/a     | experimental.ugrid.UGridCommon.time_create(6)                                                        |
|          | 398±1ns              | 399±1ns             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 260±2ms              | 261±2ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 14.8±0.2ms           | 14.5±0.09ms         | 0.98    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 16.6±0.3ms           | 16.4±0.3ms          | 0.99    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)           |
|          | 5.0                  | 5.0                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)  |
|          | 5.0                  | 5.0                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500) |
|          | 107±1ms              | 105±0.6ms           | 0.98    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 704±5ms              | 707±4ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 66.1±0.7ms           | 68.0±0.8ms          | 1.03    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 661±6ms              | 667±5ms             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                             |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                   |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                  |
|          | 673±4μs              | 670±3μs             | 1.00    | import_iris.Iris.time__concatenate                                                                   |
|          | 183±3μs              | 181±3μs             | 0.99    | import_iris.Iris.time__constraints                                                                   |
|          | 110±0.9μs            | 111±0.8μs           | 1.00    | import_iris.Iris.time__data_manager                                                                  |
|          | 94.6±2μs             | 94.5±0.5μs          | 1.00    | import_iris.Iris.time__deprecation                                                                   |
|          | 138±1μs              | 137±1μs             | 0.99    | import_iris.Iris.time__lazy_data                                                                     |
|          | 919±10μs             | 914±9μs             | 0.99    | import_iris.Iris.time__merge                                                                         |
|          | 77.8±0.7μs           | 77.2±0.4μs          | 0.99    | import_iris.Iris.time__representation                                                                |
|          | 494±2μs              | 494±7μs             | 1.00    | import_iris.Iris.time_analysis                                                                       |
|          | 144±2μs              | 141±1μs             | 0.98    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 112±0.5μs            | 112±2μs             | 1.01    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 246±2μs              | 247±2μs             | 1.01    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 188±2μs              | 188±2μs             | 1.00    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 113±0.5μs            | 112±0.7μs           | 0.99    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 140±0.6μs            | 139±1μs             | 0.99    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 331±1μs              | 329±2μs             | 0.99    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 94.8±0.5μs           | 95.2±0.9μs          | 1.00    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 218±2μs              | 218±2μs             | 1.00    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 99.1±0.6μs           | 99.5±1μs            | 1.00    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 177±3μs              | 177±1μs             | 1.00    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 301±2μs              | 308±4μs             | 1.02    | import_iris.Iris.time_aux_factory                                                                    |
|          | 85.6±0.9μs           | 85.5±0.9μs          | 1.00    | import_iris.Iris.time_common                                                                         |
|          | 164±1μs              | 163±0.9μs           | 0.99    | import_iris.Iris.time_common_lenient                                                                 |
|          | 987±8μs              | 985±10μs            | 1.00    | import_iris.Iris.time_common_metadata                                                                |
|          | 134±1μs              | 135±2μs             | 1.00    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.19±0.01ms          | 1.19±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                                 |
|          | 204±2μs              | 201±2μs             | 0.99    | import_iris.Iris.time_config                                                                         |
|          | 119±1μs              | 116±0.7μs           | 0.98    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 355±2μs              | 356±3μs             | 1.01    | import_iris.Iris.time_coord_systems                                                                  |
|          | 747±4μs              | 747±10μs            | 1.00    | import_iris.Iris.time_coords                                                                         |
|          | 676±6μs              | 673±9μs             | 1.00    | import_iris.Iris.time_cube                                                                           |
|          | 233±3μs              | 226±2μs             | 0.97    | import_iris.Iris.time_exceptions                                                                     |
|          | 78.6±0.7μs           | 79.4±1μs            | 1.01    | import_iris.Iris.time_experimental                                                                   |
|          | 190±2μs              | 189±4μs             | 0.99    | import_iris.Iris.time_fileformats                                                                    |
|          | 257±5μs              | 251±2μs             | 0.98    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.72±0.02ms          | 2.71±0.01ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 80.8±0.5μs           | 81.0±1μs            | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 115±0.6μs            | 115±0.7μs           | 1.00    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 365±2μs              | 356±3μs             | 0.97    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.43±0.08ms          | 5.30±0.06ms         | 0.98    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 75.7±0.3μs           | 76.3±0.8μs          | 1.01    | import_iris.Iris.time_fileformats_name                                                               |
|          | 260±5μs              | 262±2μs             | 1.01    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 121±1μs              | 122±1μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 124±2μs              | 125±2μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 211±5μs              | 207±2μs             | 0.98    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 776±3μs              | 779±3μs             | 1.00    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 179±3μs              | 181±4μs             | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 137±2μs              | 134±1μs             | 0.98    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 519±3μs              | 519±2μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 221±5μs              | 222±1μs             | 1.01    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 84.6±0.4μs           | 84.8±0.4μs          | 1.00    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 161±0.9μs            | 162±4μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 138±1μs              | 139±2μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 76.8±0.6μs           | 77.2±0.9μs          | 1.00    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 83.5±0.8μs           | 83.3±0.4μs          | 1.00    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 989±4μs              | 988±4μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 138±1μs              | 136±0.6μs           | 0.99    | import_iris.Iris.time_io                                                                             |
|          | 175±2μs              | 173±1μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                               |
|          | 208±4μs              | 203±1μs             | 0.98    | import_iris.Iris.time_iris                                                                           |
|          | 130±0.7μs            | 128±1μs             | 0.99    | import_iris.Iris.time_iterate                                                                        |
|          | 8.68±0.06ms          | 8.78±0.09ms         | 1.01    | import_iris.Iris.time_palette                                                                        |
|          | 342±4μs              | 342±3μs             | 1.00    | import_iris.Iris.time_plot                                                                           |
|          | 104±1μs              | 104±2μs             | 1.00    | import_iris.Iris.time_quickplot                                                                      |
|          | 2.10±0.01ms          | 2.11±0.02ms         | 1.01    | import_iris.Iris.time_std_names                                                                      |
|          | 1.76±0ms             | 1.77±0.01ms         | 1.00    | import_iris.Iris.time_symbols                                                                        |
|          | 42.0±0.7ms           | 41.0±0.7ms          | 0.97    | import_iris.Iris.time_tests                                                                          |
|          | 232±1μs              | 231±3μs             | 1.00    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.85±0.04ms          | 4.88±0.02ms         | 1.01    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 108±0.8μs            | 108±2μs             | 1.00    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.83±0.02ms          | 2.81±0.01ms         | 0.99    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.06±0.01ms          | 1.08±0.02ms         | 1.02    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 160±2μs              | 158±0.4μs           | 0.99    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 102±0.9μs            | 100±0.9μs           | 0.99    | import_iris.Iris.time_time                                                                           |
|          | 319±5μs              | 321±4μs             | 1.01    | import_iris.Iris.time_util                                                                           |
|          | 75.6±1μs             | 75.9±1μs            | 1.00    | iterate.IZip.time_izip                                                                               |
|          | 8.17±0.07ms          | 8.18±0.06ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 24.1±0.5ms           | 23.7±0.8ms          | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.96±0.04ms          | 8.87±0.04ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.16±0.04ms          | 8.14±0.05ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 21.4±0.2ms           | 21.1±0.2ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 9.01±0.1ms           | 8.88±0.04ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.36±0.01s           | 1.37±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 20.8±0.2ms           | 21.1±0.2ms          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.52±0.01s           | 1.53±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.36±0.01s           | 1.36±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 21.0±0.2ms           | 20.7±0.1ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.51±0.02s           | 1.50±0.02s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.94±0.03ms          | 3.97±0.05ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 19.8±0.1ms           | 19.7±0.4ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.20±0.01ms          | 4.21±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.97±0.02ms          | 3.94±0.02ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 19.7±0.2ms           | 19.8±0.3ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.28±0.09ms          | 4.27±0.05ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 32.5±3ms             | 31.1±3ms            | 0.96    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.2±0.4ms           | 19.4±0.4ms          | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.0±2ms             | 13.3±2ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 24.7±0.7ms           | 25.8±2ms            | 1.05    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 70.1±2ms             | 70.5±2ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.7±0.9ms           | 25.6±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 440±3ms              | 440±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.81±0.08ms          | 2.85±0.1ms          | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 449±4ms              | 446±3ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 447±2ms              | 447±4ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.97±0.1ms           | 2.84±0.1ms          | 0.96    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 453±4ms              | 458±2ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.64±0.05ms          | 1.54±0.09ms         | 0.94    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.93±0.2ms           | 2.79±0.07ms         | 0.95    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.58±0.09ms          | 1.60±0.06ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.62±0.07ms          | 1.58±0.07ms         | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 2.90±0.07ms          | 2.95±0.05ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.64±0.09ms          | 1.59±0.08ms         | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 354±3ms              | 353±4ms             | 1.00    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.30±0.2ms           | 8.23±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 9.08±0.07ms          | 9.14±0.1ms          | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.37±0.01s           | 1.38±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.54±0.01s           | 1.55±0.02s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 4.02±0.03ms          | 4.02±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.30±0.02ms          | 4.28±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.18±0.1ms           | 8.08±0.05ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.83±0.03ms          | 4.80±0.02ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.36±0.01s           | 1.36±0.01s          | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 378±2ms              | 377±4ms             | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.95±0.02ms          | 3.96±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.60±0.02ms          | 3.57±0.04ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 152±1ms              | 154±2ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 23.6±0.4ms           | 23.4±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 168±3ms              | 168±0.8ms           | 1.00    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 30.3±0.4ms           | 30.0±0.4ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 23.1±0.4ms           | 23.0±0.4ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 32.1±0.3ms           | 32.2±0.2ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.6±0.2ms           | 17.6±0.3ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 42.2±0.5ms           | 41.8±0.4ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 14.5±0.2ms           | 14.1±0.2ms          | 0.98    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 22.5±0.5ms           | 22.8±0.6ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 17.4±0.3ms           | 17.7±0.2ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 20.7±0.3ms           | 20.5±0.4ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 14.0±0.2ms           | 14.0±0.4ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 17.1±0.2ms           | 17.1±0.7ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.4±0.2ms           | 18.6±0.3ms          | 1.01    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 51.8±0.8ms           | 50.6±0.4ms          | 0.98    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 18.8±0.4ms           | 18.3±0.1ms          | 0.98    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 23.1±0.6ms           | 21.9±0.3ms          | 0.95    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.82±0.08ms          | 2.66±0.07ms         | 0.94    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.64±0.4ms           | 5.32±0.8ms          | 0.94    | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 40.4±2ms             | 38.0±0.8ms          | 0.94    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 809±9ms              | 808±5ms             | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 77.3±0.3ns           | 76.8±0.2ns          | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 744±10ns             | 744±6ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 77.4±0.4ns           | 77.0±0.1ns          | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 730±6ns              | 742±3ns             | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 77.1±0.6ns           | 77.4±0.2ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 847±9ns              | 865±10ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 79.3±0.6ns           | 77.5±0.8ns          | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 902±10ns             | 918±10ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 77.6±0.6ns           | 77.3±0.3ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 850±10ns             | 856±6ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 77.3±0.2ns           | 78.0±0.4ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 958±7ns              | 978±10ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 879±7ns              | 885±4ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 7.00±0.06μs          | 6.95±0.08μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 66.4±0.8μs           | 65.9±0.3μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 879±7ns              | 876±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 7.02±0.06μs          | 6.92±0.08μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 66.2±0.3μs           | 65.4±0.4μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 930±6ns              | 924±3ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.32±0.06μs          | 7.32±0.03μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 70.8±0.5μs           | 70.2±0.3μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 966±10ns             | 958±3ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.73±0.06μs          | 7.66±0.1μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 73.7±0.5μs           | 73.8±0.4μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 928±8ns              | 922±5ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.37±0.08μs          | 7.33±0.06μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 69.8±0.4μs           | 70.5±0.4μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1000±20ns            | 999±6ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.07±0.06μs          | 8.09±0.1μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 77.5±0.3μs           | 77.7±0.6μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 83.6±0.7ns           | 82.8±0.5ns          | 0.99    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 84.2±2ns             | 82.6±0.4ns          | 0.98    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 772±8ns              | 770±20ns            | 1.00    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 82.3±0.4ns           | 81.6±0.5ns          | 0.99    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 83.1±0.9ns           | 83.4±0.8ns          | 1.00    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 81.7±0.6ns           | 81.4±0.2ns          | 1.00    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 770±20ns             | 759±10ns            | 0.99    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 114±0.8ns            | 113±0.2ns           | 1.00    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.46±0.07μs          | 3.48±0.02μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.52±0.06μs          | 4.59±0.05μs         | 1.02    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.43±0.05μs          | 4.48±0.03μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 554±2ns              | 554±5ns             | 1.00    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 426±2ns              | 425±2ns             | 1.00    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 446±5ns              | 442±2ns             | 0.99    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 363±1ms              | 363±1ms             | 1.00    | plot.AuxSort.time_aux_sort                                                                           |
|          | 80.8±2ms             | 77.1±3ms            | 0.95    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 98.5±0.3ms           | 98.8±0.4ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 49.4±1ms             | 49.3±1ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.05±0.06ms          | 4.15±0.04ms         | 1.02    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 71.3±0.3ms           | 72.5±0.8ms          | 1.02    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 52.4±3ms             | 52.6±1ms            | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 562±4ms              | 570±6ms             | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 90.0±0.8ns           | 91.1±1ns            | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 54.8±0.5ms           | 56.1±0.7ms          | 1.02    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 90.1±0.9ns           | 89.3±0.8ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 494±3ms              | 499±4ms             | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 42.5±0.8ms           | 43.0±0.8ms          | 1.01    | stats.PearsonR.time_lazy                                                                             |
|          | 18.8±0.2ms           | 18.9±0.3ms          | 1.00    | stats.PearsonR.time_real                                                                             |
|          | 23.0±0.9ms           | 24.3±1ms            | 1.06    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 58.3±0.6ms           | 58.8±0.4ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8880419387

stephenworsley

Looks good.

github-actions · 2024-04-29T15:28:17Z

⏱️ Performance Benchmark Report: `9a1b01f`

Performance shifts

Full benchmark results


Benchmarks that have stayed the same:

| Change   | Before [e6f518a0]    | After [9a1b01fe]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.40±0.08μs          | 4.34±0.04μs         | 0.99    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.88±0.04μs          | 4.94±0.04μs         | 1.01    | coords.AncillaryVariable.time_create                                                                 |
|          | 336±3ns              | 343±2ns             | 1.02    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.54±0.1μs           | 8.67±0.08μs         | 1.02    | coords.AuxCoord.time_create                                                                          |
|          | 308±3ns              | 315±9ns             | 1.02    | coords.AuxCoord.time_points                                                                          |
|          | 240±10μs             | 243±10μs            | 1.01    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.2±0.6μs           | 13.4±0.7μs          | 1.01    | coords.AuxCoordLazy.time_create                                                                      |
|          | 237±8μs              | 237±8μs             | 1.00    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.28±0.03μs          | 5.28±0.05μs         | 1.00    | coords.CellMeasure.time_create                                                                       |
|          | 1.08±0.01μs          | 1.11±0.02μs         | 1.02    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 106±0.7μs            | 106±0.8μs           | 1.00    | coords.DimCoord.time_create                                                                          |
|          | 29.8±0.4μs           | 30.0±0.2μs          | 1.01    | coords.DimCoord.time_regular                                                                         |
|          | 391±4ms              | 397±5ms             | 1.01    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 57.8±0.8μs           | 58.4±0.8μs          | 1.01    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.8±0.1μs           | 10.7±0.1μs          | 0.99    | cube.AncillaryVariable.time_create                                                                   |
|          | 64.6±2μs             | 65.5±0.6μs          | 1.01    | cube.AuxCoord.time_add                                                                               |
|          | 9.42±0.09μs          | 9.40±0.09μs         | 1.00    | cube.AuxCoord.time_create                                                                            |
|          | 5.03±0.03μs          | 5.05±0.05μs         | 1.00    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 3.74±0.03μs          | 3.73±0.04μs         | 1.00    | cube.AuxCoord.time_return_coords                                                                     |
|          | 38.4±0.2μs           | 39.1±0.6μs          | 1.02    | cube.AuxFactory.time_add                                                                             |
|          | 11.5±0.1μs           | 11.4±0.1μs          | 1.00    | cube.AuxFactory.time_create                                                                          |
|          | 57.8±0.6μs           | 58.2±0.7μs          | 1.01    | cube.CellMeasure.time_add                                                                            |
|          | 10.7±0.06μs          | 10.7±0.08μs         | 1.00    | cube.CellMeasure.time_create                                                                         |
|          | 52.2±0.5μs           | 51.9±0.3μs          | 0.99    | cube.CellMethod.time_add                                                                             |
|          | 7.52±0.06μs          | 7.60±0.04μs         | 1.01    | cube.CellMethod.time_create                                                                          |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_add                                                                        |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_create                                                                     |
|          | 131±0.3ms            | 131±0.5ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 7.05±0.08μs          | 7.00±0.05μs         | 0.99    | cube.Cube.time_basic                                                                                 |
|          | 54.6±2ns             | 52.9±0.4ns          | 0.97    | cube.Cube.time_rename                                                                                |
|          | 55.1±1μs             | 55.2±0.4μs          | 1.00    | cube.Equality.time_equality                                                                          |
|          | 345±2ms              | 343±2ms             | 1.00    | cube.Merge.time_merge                                                                                |
|          | 24.6±2μs             | 25.3±1μs            | 1.03    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 27.6±1μs             | 28.0±1μs            | 1.02    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 23.0±1μs             | 23.0±0.6μs          | 1.00    | cube.MeshCoord.time_add(6)                                                                           |
|          | 17.1±0.2μs           | 17.2±0.3μs          | 1.00    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 17.0±0.3μs           | 16.9±0.2μs          | 0.99    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 16.1±0.3μs           | 16.2±0.4μs          | 1.00    | cube.MeshCoord.time_create(6)                                                                        |
|          | 43.1±7μs             | 43.2±3μs            | 1.00    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 58.2±2μs             | 58.6±1μs            | 1.01    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 42.8±4μs             | 41.8±1μs            | 0.98    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.48±0.1ms           | 2.53±0.2ms          | 1.02    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.94±0.02ms          | 1.94±0.04ms         | 1.00    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 483±3ns              | 491±6ns             | 1.02    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 489±5ns              | 485±3ns             | 0.99    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 22.1±0.7ms           | 22.0±0.6ms          | 1.00    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.75±0.04ms          | 2.73±0.04ms         | 0.99    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 28.8±3ms             | 28.6±3ms            | 0.99    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 4.11±0.04ms          | 4.10±0.06ms         | 1.00    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.18±0.1ms           | 4.14±0.2ms          | 0.99    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.33±0.05ms          | 3.31±0.05ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 258±9μs              | 256±4μs             | 0.99    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 256±7μs              | 253±4μs             | 0.99    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 21.8±0.4ms           | 20.8±0.4ms          | 0.96    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 3.03±0.04ms          | 3.02±0.03ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 24.5±0.6ms           | 24.5±0.4ms          | 1.00    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.33±0.04ms          | 4.34±0.05ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 11.4±0.05μs          | 11.5±0.2μs          | 1.01    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 404±7μs              | 395±2μs             | 0.98    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.36±0.02μs          | 4.34±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.20±0.04μs          | 4.22±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 3.73±0.09μs          | 3.75±0.05μs         | 1.01    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 3.79±0.09μs          | 3.73±0.04μs         | 0.99    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.17±0.07μs          | 5.18±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.19±0.04μs          | 5.18±0.05μs         | 1.00    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 41.3±0.5μs           | 42.0±0.3μs          | 1.02    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 456±7μs              | 444±7μs             | 0.97    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 83.2±4ms             | 80.5±3ms            | 0.97    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 261±7μs              | 256±2μs             | 0.98    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 3.63±0.07μs          | 3.64±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 3.63±0.05μs          | 3.58±0.07μs         | 0.99    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 6.29±0.05μs          | 6.32±0.07μs         | 1.01    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 6.33±0.07μs          | 6.29±0.04μs         | 0.99    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.6±0.1μs           | 11.1±0.1μs          | 1.05    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 128±2ms              | 126±3ms             | 0.98    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.37±0.03μs          | 5.39±0.06μs         | 1.00    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 4.07±0.07ms          | 4.09±0.04ms         | 1.00    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 4.10±0.05ms          | 4.14±0.03ms         | 1.01    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 196±4μs              | 201±3μs             | 1.03    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.38±0.06μs          | 3.44±0.04μs         | 1.02    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 4.01±0.05μs          | 3.96±0.04μs         | 0.99    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.74±0.04μs          | 2.76±0.03μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.53±0.1ms           | 7.55±0.1ms          | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 127±4ms              | 127±2ms             | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.7±0.4μs           | 11.7±0.3μs          | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 4.11±0.05ms          | 4.13±0.04ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 4.11±0.04ms          | 4.14±0.06ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 240±6μs              | 241±4μs             | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.65±0.1ms           | 2.58±0.09ms         | 0.97    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.93±0.2ms           | 4.83±0.2ms          | 0.98    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 7.59±0.6μs           | 7.61±0.4μs          | 1.00    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 33.1±1μs             | 33.2±0.9μs          | 1.00    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 460±20μs             | 458±10μs            | 1.00    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 18.9±0.6μs           | 18.8±0.6μs          | 0.99    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 15.6±1μs             | 15.8±2μs            | 1.01    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 15.9±0.6μs           | 15.6±0.6μs          | 0.98    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 14.8±0.3μs           | 14.7±0.3μs          | 0.99    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 19.3±0.4μs           | 19.0±0.7μs          | 0.98    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 18.3±0.3μs           | 18.4±0.5μs          | 1.01    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 80.7±2μs             | 80.7±2μs            | 1.00    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 498±10μs             | 496±10μs            | 1.00    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 78.5±2ms             | 81.5±4ms            | 1.04    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 333±10μs             | 341±10μs            | 1.02    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 17.1±0.6μs           | 17.4±1μs            | 1.02    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 15.5±0.4μs           | 17.0±1μs            | 1.10    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 32.0±0.8μs           | 31.6±0.8μs          | 0.99    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 28.6±0.6μs           | 29.8±2μs            | 1.04    | experimental.ugrid.MeshLazy.time_remove_coords(6)                                                    |
|          | n/a                  | n/a                 | n/a     | experimental.ugrid.UGridCommon.time_create(1000000)                                                  |
|          | n/a                  | n/a                 | n/a     | experimental.ugrid.UGridCommon.time_create(6)                                                        |
|          | 399±3ns              | 399±3ns             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 261±3ms              | 262±3ms             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 14.6±0.2ms           | 15.0±0.2ms          | 1.03    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 16.3±0.3ms           | 16.7±0.5ms          | 1.02    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)           |
|          | 5.0                  | 5.0                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)  |
|          | 5.0                  | 5.0                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500) |
|          | 106±2ms              | 107±3ms             | 1.02    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 704±3ms              | 714±10ms            | 1.01    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 66.4±0.6ms           | 66.8±1ms            | 1.01    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 664±3ms              | 667±6ms             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                             |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                   |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                  |
|          | 664±3μs              | 669±7μs             | 1.01    | import_iris.Iris.time__concatenate                                                                   |
|          | 182±3μs              | 181±2μs             | 0.99    | import_iris.Iris.time__constraints                                                                   |
|          | 110±1μs              | 111±2μs             | 1.01    | import_iris.Iris.time__data_manager                                                                  |
|          | 94.7±1μs             | 94.0±1μs            | 0.99    | import_iris.Iris.time__deprecation                                                                   |
|          | 137±2μs              | 137±1μs             | 1.00    | import_iris.Iris.time__lazy_data                                                                     |
|          | 930±7μs              | 911±7μs             | 0.98    | import_iris.Iris.time__merge                                                                         |
|          | 76.5±1μs             | 78.3±1μs            | 1.02    | import_iris.Iris.time__representation                                                                |
|          | 488±7μs              | 489±2μs             | 1.00    | import_iris.Iris.time_analysis                                                                       |
|          | 140±1μs              | 141±1μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 110±0.6μs            | 111±1μs             | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 243±2μs              | 246±4μs             | 1.01    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 186±2μs              | 188±2μs             | 1.01    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 110±0.8μs            | 112±1μs             | 1.01    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 140±2μs              | 140±2μs             | 1.00    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 323±2μs              | 329±4μs             | 1.02    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 95.0±1μs             | 98.8±0.4μs          | 1.04    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 218±3μs              | 219±4μs             | 1.01    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 98.3±0.9μs           | 98.7±0.6μs          | 1.00    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 175±1μs              | 175±0.9μs           | 1.00    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 303±5μs              | 304±4μs             | 1.00    | import_iris.Iris.time_aux_factory                                                                    |
|          | 85.8±4μs             | 85.2±1μs            | 0.99    | import_iris.Iris.time_common                                                                         |
|          | 163±1μs              | 166±2μs             | 1.02    | import_iris.Iris.time_common_lenient                                                                 |
|          | 989±10μs             | 994±10μs            | 1.00    | import_iris.Iris.time_common_metadata                                                                |
|          | 133±0.8μs            | 135±0.6μs           | 1.01    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.18±0.01ms          | 1.19±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                                 |
|          | 207±2μs              | 201±2μs             | 0.97    | import_iris.Iris.time_config                                                                         |
|          | 116±0.9μs            | 116±1μs             | 1.00    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 353±3μs              | 357±4μs             | 1.01    | import_iris.Iris.time_coord_systems                                                                  |
|          | 742±8μs              | 745±10μs            | 1.00    | import_iris.Iris.time_coords                                                                         |
|          | 661±6μs              | 666±6μs             | 1.01    | import_iris.Iris.time_cube                                                                           |
|          | 225±4μs              | 224±3μs             | 0.99    | import_iris.Iris.time_exceptions                                                                     |
|          | 78.5±0.6μs           | 80.8±1μs            | 1.03    | import_iris.Iris.time_experimental                                                                   |
|          | 189±2μs              | 190±2μs             | 1.01    | import_iris.Iris.time_fileformats                                                                    |
|          | 253±4μs              | 251±2μs             | 0.99    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.72±0.03ms          | 2.71±0.01ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 79.6±0.6μs           | 81.1±1μs            | 1.02    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 114±0.9μs            | 114±1μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 350±3μs              | 353±4μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.31±0.05ms          | 5.45±0.07ms         | 1.03    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 75.8±0.4μs           | 76.8±2μs            | 1.01    | import_iris.Iris.time_fileformats_name                                                               |
|          | 261±1μs              | 259±2μs             | 0.99    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 121±1μs              | 121±1μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 121±2μs              | 121±1μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 207±2μs              | 211±4μs             | 1.02    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 780±5μs              | 773±5μs             | 0.99    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 183±2μs              | 180±3μs             | 0.98    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 133±1μs              | 135±2μs             | 1.01    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 515±2μs              | 515±4μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 219±2μs              | 219±2μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 83.6±0.3μs           | 84.6±1μs            | 1.01    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 164±2μs              | 161±1μs             | 0.98    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 139±0.9μs            | 138±2μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 76.6±0.5μs           | 77.4±1μs            | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 82.6±0.6μs           | 83.1±0.6μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 985±6μs              | 993±8μs             | 1.01    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 137±0.8μs            | 142±2μs             | 1.03    | import_iris.Iris.time_io                                                                             |
|          | 174±4μs              | 175±4μs             | 1.01    | import_iris.Iris.time_io_format_picker                                                               |
|          | 204±4μs              | 206±2μs             | 1.01    | import_iris.Iris.time_iris                                                                           |
|          | 128±0.9μs            | 129±1μs             | 1.01    | import_iris.Iris.time_iterate                                                                        |
|          | 8.50±0.05ms          | 8.48±0.04ms         | 1.00    | import_iris.Iris.time_palette                                                                        |
|          | 341±3μs              | 336±4μs             | 0.99    | import_iris.Iris.time_plot                                                                           |
|          | 105±0.7μs            | 105±0.4μs           | 1.00    | import_iris.Iris.time_quickplot                                                                      |
|          | 2.10±0.01ms          | 2.11±0.02ms         | 1.01    | import_iris.Iris.time_std_names                                                                      |
|          | 1.77±0ms             | 1.78±0.01ms         | 1.01    | import_iris.Iris.time_symbols                                                                        |
|          | 112±7ms              | 112±8ms             | 1.00    | import_iris.Iris.time_tests                                                                          |
|          | 232±2μs              | 234±2μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.86±0.02ms          | 4.86±0.03ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 107±1μs              | 107±1μs             | 1.00    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.83±0.04ms          | 2.81±0.01ms         | 0.99    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.06±0ms             | 1.07±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 160±2μs              | 161±4μs             | 1.01    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 101±0.9μs            | 101±0.7μs           | 1.00    | import_iris.Iris.time_time                                                                           |
|          | 321±3μs              | 316±3μs             | 0.99    | import_iris.Iris.time_util                                                                           |
|          | 74.5±1μs             | 76.1±1μs            | 1.02    | iterate.IZip.time_izip                                                                               |
|          | 8.03±0.05ms          | 8.16±0.06ms         | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 24.3±0.5ms           | 23.6±0.8ms          | 0.97    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.81±0.06ms          | 8.84±0.07ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.12±0.1ms           | 8.14±0.05ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 21.2±0.3ms           | 21.2±0.7ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.95±0.04ms          | 8.87±0.04ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.35±0.01s           | 1.38±0.01s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 20.9±0.1ms           | 20.7±0.1ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.51±0.02s           | 1.51±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.35±0.01s           | 1.37±0.01s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 20.7±0.3ms           | 20.8±0.4ms          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.53±0.01s           | 1.51±0.02s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.90±0.02ms          | 4.00±0.03ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 20.0±0.2ms           | 20.1±0.2ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.16±0.04ms          | 4.23±0.04ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.91±0.04ms          | 3.94±0.02ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 19.9±0.2ms           | 19.8±0.2ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.20±0.02ms          | 4.23±0.02ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 33.2±4ms             | 32.8±0.5ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.5±0.3ms           | 20.5±0.2ms          | 1.05    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 14.1±0.7ms           | 14.8±2ms            | 1.05    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 26.2±2ms             | 25.9±2ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 71.5±2ms             | 71.2±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.9±2ms             | 26.0±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 439±5ms              | 446±5ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.93±0.08ms          | 2.92±0.05ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 447±3ms              | 449±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 444±3ms              | 445±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.95±0.08ms          | 2.94±0.05ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 453±4ms              | 451±4ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.57±0.06ms          | 1.59±0.1ms          | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.99±0.1ms           | 2.94±0.1ms          | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.59±0.1ms           | 1.56±0.1ms          | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.54±0.06ms          | 1.58±0.1ms          | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 3.02±0.1ms           | 3.00±0.05ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.57±0.02ms          | 1.58±0.06ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 353±3ms              | 350±3ms             | 0.99    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.22±0.08ms          | 8.29±0.1ms          | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 9.06±0.08ms          | 9.08±0.2ms          | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.35±0.01s           | 1.38±0.02s          | 1.02    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.53±0.01s           | 1.53±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.96±0.05ms          | 3.98±0.01ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.28±0.04ms          | 4.30±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.05±0.03ms          | 8.12±0.09ms         | 1.01    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.76±0.1ms           | 4.79±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.34±0.01s           | 1.35±0.01s          | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 373±6ms              | 372±2ms             | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.95±0.04ms          | 3.97±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.52±0.06ms          | 3.60±0.03ms         | 1.02    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 149±1ms              | 150±1ms             | 1.00    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 22.9±0.2ms           | 22.8±0.1ms          | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 164±3ms              | 166±2ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 30.0±0.4ms           | 29.7±0.1ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 22.9±0.4ms           | 22.5±0.1ms          | 0.98    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 31.5±0.2ms           | 31.8±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.8±0.4ms           | 18.1±0.7ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 42.5±0.6ms           | 41.8±0.6ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 14.5±0.3ms           | 14.5±0.5ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 23.5±0.7ms           | 22.5±1ms            | 0.96    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 17.7±0.5ms           | 18.0±0.7ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 21.7±0.8ms           | 21.2±0.6ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 14.6±0.3ms           | 14.3±0.4ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 17.7±0.8ms           | 17.2±0.5ms          | 0.97    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.5±0.7ms           | 18.8±0.6ms          | 1.02    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 52.3±1ms             | 52.1±2ms            | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 18.7±0.4ms           | 18.6±0.4ms          | 1.00    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 22.0±0.7ms           | 23.1±0.7ms          | 1.05    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.85±0.3ms           | 2.86±0.08ms         | 1.01    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 4.19±0.8ms           | 5.65±1ms            | ~1.35   | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 39.1±3ms             | 41.9±2ms            | 1.07    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 840±9ms              | 847±9ms             | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 78.8±1ns             | 80.1±6ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 738±6ns              | 753±10ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 77.7±2ns             | 77.9±1ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 735±5ns              | 745±10ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 78.0±0.8ns           | 78.1±1ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 858±9ns              | 871±20ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 78.2±2ns             | 78.7±0.9ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 916±2ns              | 931±10ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 77.5±1ns             | 78.7±1ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 858±3ns              | 880±20ns            | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 78.1±1ns             | 77.7±0.6ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 976±8ns              | 982±30ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 886±9ns              | 893±10ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 6.90±0.02μs          | 7.21±0.2μs          | 1.04    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 66.0±0.3μs           | 68.2±1μs            | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 880±7ns              | 900±8ns             | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 7.05±0.02μs          | 7.08±0.2μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 65.7±0.3μs           | 67.6±1μs            | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 937±20ns             | 940±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.43±0.09μs          | 7.57±0.2μs          | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 70.4±0.5μs           | 72.2±0.7μs          | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 959±10ns             | 987±20ns            | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.85±0.1μs           | 7.93±0.2μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 73.9±1μs             | 76.0±0.8μs          | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 935±5ns              | 940±7ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.30±0.07μs          | 7.51±0.1μs          | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 70.6±0.4μs           | 72.2±1μs            | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 994±7ns              | 1.01±0.01μs         | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.09±0.06μs          | 8.32±0.1μs          | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 77.7±0.5μs           | 79.4±1μs            | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 83.4±0.6ns           | 84.4±1ns            | 1.01    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 83.2±2ns             | 84.6±3ns            | 1.02    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 775±10ns             | 793±20ns            | 1.02    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 82.1±0.6ns           | 82.3±3ns            | 1.00    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 83.3±0.2ns           | 84.4±0.8ns          | 1.01    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 82.5±0.5ns           | 83.0±0.9ns          | 1.01    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 792±8ns              | 783±10ns            | 0.99    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 117±2ns              | 115±1ns             | 0.99    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.48±0.02μs          | 3.52±0.02μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.52±0.04μs          | 4.52±0.03μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.36±0.03μs          | 4.38±0.04μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 559±20ns             | 557±3ns             | 1.00    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 431±2ns              | 426±3ns             | 0.99    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 460±4ns              | 451±4ns             | 0.98    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 369±1ms              | 369±2ms             | 1.00    | plot.AuxSort.time_aux_sort                                                                           |
|          | 79.3±4ms             | 76.1±7ms            | 0.96    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 99.8±0.3ms           | 99.8±0.9ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 52.0±2ms             | 54.6±4ms            | 1.05    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.11±0.05ms          | 4.09±0.06ms         | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 73.9±0.6ms           | 73.3±0.5ms          | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 53.3±1ms             | 53.2±1ms            | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 571±6ms              | 575±4ms             | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 89.7±1ns             | 89.9±0.9ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 55.3±0.4ms           | 55.5±0.8ms          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 89.8±1ns             | 89.8±0.6ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 505±4ms              | 507±4ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 42.1±2ms             | 44.1±0.9ms          | 1.05    | stats.PearsonR.time_lazy                                                                             |
|          | 18.9±0.3ms           | 19.1±0.2ms          | 1.01    | stats.PearsonR.time_real                                                                             |
|          | 23.7±0.7ms           | 23.8±0.4ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 58.5±0.7ms           | 57.9±1ms            | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8880512830

trexfeathers · 2024-04-30T08:17:24Z

Thanks @stephenworsley!

Temporary fix for airspeed-velocity/asv#1396 .

0d3b5ce

trexfeathers added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Apr 29, 2024

trexfeathers requested a review from stephenworsley April 29, 2024 14:33

Add missing return statement.

4733765

trexfeathers added benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts and removed benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts labels Apr 29, 2024

trexfeathers assigned stephenworsley Apr 29, 2024

trexfeathers added Type: Performance Type: Testing Feature: ASV AVD-1337 labels Apr 29, 2024

stephenworsley approved these changes Apr 29, 2024

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stephenworsley merged commit fe22039 into SciTools:main Apr 29, 2024
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This was referenced Apr 30, 2024

Overnight benchmark workflow failed: 8840471771 #5927

Closed

Overnight benchmark workflow failed: 8855207630 #5928

Closed

trexfeathers deleted the fix_asv_conda branch May 3, 2024 15:19

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Temporary fix for airspeed-velocity/asv#1396 #5931

Temporary fix for airspeed-velocity/asv#1396 #5931

trexfeathers commented Apr 29, 2024

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trexfeathers commented Apr 30, 2024

Temporary fix for airspeed-velocity/asv#1396 #5931

Temporary fix for airspeed-velocity/asv#1396 #5931

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trexfeathers commented Apr 29, 2024

🚀 Pull Request

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codecov bot commented Apr 29, 2024

Codecov Report

github-actions bot commented Apr 29, 2024

⏱️ Performance Benchmark Report: 28090cc

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github-actions bot commented Apr 29, 2024

⏱️ Performance Benchmark Report: 9a1b01f

trexfeathers commented Apr 30, 2024

⏱️ Performance Benchmark Report: `28090cc`

⏱️ Performance Benchmark Report: `9a1b01f`