Pytest for /unit/aux_factory_test_AuxCoordFactory

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##           FEATURE_pytest_conversion    #5829   +/-   ##
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⏱️ Performance Benchmark Report: 50769dc

Performance shifts

| Change   | Before [a3df32f8]    | After [50769dcc]    |   Ratio | Benchmark (Parameter)                                      |
|----------|----------------------|---------------------|---------|------------------------------------------------------------|
| +        | 1.50±0.03ms          | 1.87±0.01ms         |    1.24 | experimental.ugrid.Connectivity.time_create(6)             |
| +        | 2.27±0.01ms          | 2.73±0.04ms         |    1.2  | experimental.ugrid.Connectivity.time_location_lengths(6)   |
| +        | 2.63±0.04ms          | 3.20±0.03ms         |    1.22 | experimental.ugrid.ConnectivityLazy.time_create(6)         |
| +        | 255±5μs              | 360±2μs             |    1.41 | experimental.ugrid.Mesh.time_add_connectivities(6)         |
| +        | 296±2μs              | 405±4μs             |    1.37 | experimental.ugrid.Mesh.time_create(6)                     |
| +        | 294±10μs             | 403±6μs             |    1.37 | experimental.ugrid.MeshLazy.time_add_connectivities(6)     |
| +        | 334±5μs              | 452±10μs            |    1.35 | experimental.ugrid.MeshLazy.time_create(6)                 |
| +        | 284±3ms              | 357±5ms             |    1.26 | load.StructuredFF.time_structured_load((2, 2, 1000), True) |

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [a3df32f8]    | After [50769dcc]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.45±0.04μs          | 4.29±0.02μs         | 0.96    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.95±0.05μs          | 4.98±0.1μs          | 1.01    | coords.AncillaryVariable.time_create                                                                 |
|          | 447±10ns             | 420±3ns             | 0.94    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.98±0.09μs          | 8.95±0.07μs         | 1.00    | coords.AuxCoord.time_create                                                                          |
|          | 429±20ns             | 401±2ns             | 0.93    | coords.AuxCoord.time_points                                                                          |
|          | 231±20μs             | 243±10μs            | 1.05    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.1±0.6μs           | 13.1±0.6μs          | 1.00    | coords.AuxCoordLazy.time_create                                                                      |
|          | 230±20μs             | 241±20μs            | 1.04    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.39±0.04μs          | 5.38±0.08μs         | 1.00    | coords.CellMeasure.time_create                                                                       |
|          | 1.09±0μs             | 1.10±0.02μs         | 1.01    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 109±1μs              | 110±2μs             | 1.01    | coords.DimCoord.time_create                                                                          |
|          | 31.3±0.9μs           | 31.5±0.7μs          | 1.01    | coords.DimCoord.time_regular                                                                         |
|          | 387±3ms              | 383±2ms             | 0.99    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 60.3±0.4μs           | 59.0±1μs            | 0.98    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.9±0.2μs           | 11.6±0.2μs          | 1.07    | cube.AncillaryVariable.time_create                                                                   |
|          | 67.0±0.6μs           | 68.3±0.5μs          | 1.02    | cube.AuxCoord.time_add                                                                               |
|          | 9.46±0.2μs           | 9.64±0.3μs          | 1.02    | cube.AuxCoord.time_create                                                                            |
|          | 5.92±0.06μs          | 5.99±0.08μs         | 1.01    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 4.45±0.04μs          | 4.46±0.05μs         | 1.00    | cube.AuxCoord.time_return_coords                                                                     |
|          | 40.2±0.7μs           | 39.8±0.3μs          | 0.99    | cube.AuxFactory.time_add                                                                             |
|          | 12.2±0.3μs           | 12.4±0.4μs          | 1.01    | cube.AuxFactory.time_create                                                                          |
|          | 59.2±0.9μs           | 59.7±0.6μs          | 1.01    | cube.CellMeasure.time_add                                                                            |
|          | 11.6±0.2μs           | 11.5±0.4μs          | 1.00    | cube.CellMeasure.time_create                                                                         |
|          | 52.3±0.4μs           | 52.6±0.5μs          | 1.01    | cube.CellMethod.time_add                                                                             |
|          | 7.36±0.08μs          | 7.17±0.2μs          | 0.98    | 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                                                                    |
|          | 6.77±0.04μs          | 6.82±0.08μs         | 1.01    | cube.Cube.time_basic                                                                                 |
|          | 57.9±0.6ns           | 57.7±0.3ns          | 1.00    | cube.Cube.time_rename                                                                                |
|          | 61.7±0.8μs           | 61.5±0.7μs          | 1.00    | cube.Equality.time_equality                                                                          |
|          | 337±1ms              | 336±2ms             | 1.00    | cube.Merge.time_merge                                                                                |
|          | 26.9±0.9μs           | 26.5±1μs            | 0.98    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 30.4±1μs             | 30.1±2μs            | 0.99    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 24.9±1μs             | 24.6±0.9μs          | 0.99    | cube.MeshCoord.time_add(6)                                                                           |
|          | 19.4±0.4μs           | 20.2±0.3μs          | 1.04    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 19.3±0.3μs           | 19.6±0.4μs          | 1.02    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 19.0±0.2μs           | 19.2±0.5μs          | 1.01    | cube.MeshCoord.time_create(6)                                                                        |
|          | 43.9±4μs             | 44.7±4μs            | 1.02    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 59.4±4μs             | 60.3±4μs            | 1.02    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 40.9±3μs             | 40.8±3μs            | 1.00    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.01±0.2ms           | 2.52±0.2ms          | ~1.25   | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 621±20ns             | 597±3ns             | 0.96    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 615±10ns             | 603±2ns             | 0.98    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 20.2±2ms             | 23.8±2ms            | 1.18    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 22.6±3ms             | 27.8±3ms            | ~1.23   | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 3.38±0.04ms          | 3.98±0.02ms         | 1.18    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 3.45±0.06ms          | 4.06±0.08ms         | 1.18    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 241±6μs              | 258±8μs             | 1.07    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 235±10μs             | 253±5μs             | 1.08    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 19.8±0.4ms           | 20.3±0.5ms          | 1.03    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 2.53±0.05ms          | 2.92±0.03ms         | 1.16    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 21.9±0.4ms           | 22.7±0.5ms          | 1.03    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 3.62±0.06ms          | 4.32±0.06ms         | 1.19    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 12.6±0.1μs           | 12.6±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 4.89±0.07μs          | 4.88±0.03μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.84±0.05μs          | 4.84±0.07μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 5.09±0.09μs          | 4.96±0.09μs         | 0.97    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 5.09±0.1μs           | 5.02±0.1μs          | 0.99    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.91±0.05μs          | 5.87±0.08μs         | 0.99    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.85±0.05μs          | 5.79±0.07μs         | 0.99    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 46.7±0.7μs           | 46.2±0.7μs          | 0.99    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 74.7±3ms             | 75.4±2ms            | 1.01    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 273±3μs              | 275±5μs             | 1.01    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 4.91±0.09μs          | 4.91±0.07μs         | 1.00    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 4.96±0.07μs          | 4.89±0.08μs         | 0.99    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 7.41±0.07μs          | 7.41±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 7.29±0.07μs          | 7.40±0.1μs          | 1.02    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 9.95±0.06μs          | 10.3±0.05μs         | 1.03    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 121±2ms              | 121±2ms             | 1.01    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.33±0.04μs          | 5.32±0.05μs         | 1.00    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 3.24±0.02ms          | 3.73±0.03ms         | 1.15    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 3.29±0.05ms          | 3.70±0.05ms         | 1.13    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 200±2μs              | 201±2μs             | 1.00    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.59±0.04μs          | 3.58±0.05μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 4.20±0.08μs          | 4.14±0.03μs         | 0.98    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.93±0.05μs          | 2.90±0.03μs         | 0.99    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 6.83±0.06ms          | 7.44±0.06ms         | 1.09    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 121±1ms              | 121±1ms             | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.5±0.4μs           | 11.5±0.3μs          | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 3.27±0.04ms          | 3.70±0.04ms         | 1.13    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 3.35±0.02ms          | 3.74±0.05ms         | 1.12    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 240±10μs             | 237±5μs             | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.44±0.08ms          | 2.47±0.04ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.48±0.06ms          | 4.58±0.07ms         | 1.02    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 7.70±0.2μs           | 7.83±0.3μs          | 1.02    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 32.3±1μs             | 31.3±1μs            | 0.97    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 19.2±1μs             | 18.6±0.8μs          | 0.97    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 15.2±0.6μs           | 15.3±0.8μs          | 1.00    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 16.8±0.5μs           | 17.0±0.6μs          | 1.01    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 16.0±0.4μs           | 16.3±0.4μs          | 1.01    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 19.2±0.7μs           | 19.3±0.7μs          | 1.00    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 18.4±0.5μs           | 19.0±0.5μs          | 1.03    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 79.7±3μs             | 76.6±2μs            | 0.96    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 72.3±0.9ms           | 75.2±1ms            | 1.04    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 336±10μs             | 337±7μs             | 1.00    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 18.1±0.8μs           | 18.3±0.8μs          | 1.01    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 16.9±0.5μs           | 17.0±0.4μs          | 1.00    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 31.0±0.8μs           | 31.3±0.9μs          | 1.01    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 28.8±0.4μs           | 29.5±0.6μs          | 1.02    | 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)                                                        |
|          | 519±10ns             | 504±3ns             | 0.97    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 250±2ms              | 249±2ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 11.6±0.07ms          | 13.8±0.1ms          | 1.19    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 13.5±0.6ms           | 15.4±0.5ms          | 1.14    | 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) |
|          | 125±1ms              | 134±1ms             | 1.08    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 728±6ms              | 737±4ms             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 85.4±1ms             | 95.2±1ms            | 1.11    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 687±5ms              | 691±3ms             | 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)                  |
|          | 569±4μs              | 571±7μs             | 1.00    | import_iris.Iris.time__concatenate                                                                   |
|          | 163±2μs              | 165±2μs             | 1.01    | import_iris.Iris.time__constraints                                                                   |
|          | 101±0.6μs            | 101±2μs             | 1.01    | import_iris.Iris.time__data_manager                                                                  |
|          | 85.5±0.7μs           | 85.5±0.9μs          | 1.00    | import_iris.Iris.time__deprecation                                                                   |
|          | 110±1μs              | 110±2μs             | 1.00    | import_iris.Iris.time__lazy_data                                                                     |
|          | 787±9μs              | 790±7μs             | 1.00    | import_iris.Iris.time__merge                                                                         |
|          | 71.7±0.3μs           | 72.9±0.5μs          | 1.02    | import_iris.Iris.time__representation                                                                |
|          | 429±3μs              | 439±3μs             | 1.02    | import_iris.Iris.time_analysis                                                                       |
|          | 127±0.9μs            | 128±1μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 99.2±0.8μs           | 98.5±0.8μs          | 0.99    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 218±1μs              | 219±1μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 169±0.8μs            | 174±3μs             | 1.03    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 102±0.7μs            | 102±0.4μs           | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 128±1μs              | 128±1μs             | 1.00    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 285±1μs              | 282±2μs             | 0.99    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 84.2±0.6μs           | 85.2±1μs            | 1.01    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 200±3μs              | 199±2μs             | 1.00    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 90.4±0.9μs           | 92.7±0.9μs          | 1.03    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 165±3μs              | 167±1μs             | 1.01    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 267±6μs              | 272±4μs             | 1.02    | import_iris.Iris.time_aux_factory                                                                    |
|          | 80.1±0.3μs           | 81.7±1μs            | 1.02    | import_iris.Iris.time_common                                                                         |
|          | 152±1μs              | 155±1μs             | 1.02    | import_iris.Iris.time_common_lenient                                                                 |
|          | 881±10μs             | 894±7μs             | 1.02    | import_iris.Iris.time_common_metadata                                                                |
|          | 123±0.8μs            | 125±1μs             | 1.01    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.02±0.01ms          | 1.03±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                                 |
|          | 185±1μs              | 188±1μs             | 1.01    | import_iris.Iris.time_config                                                                         |
|          | 106±0.7μs            | 107±0.6μs           | 1.01    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 318±4μs              | 320±3μs             | 1.01    | import_iris.Iris.time_coord_systems                                                                  |
|          | 629±8μs              | 639±8μs             | 1.02    | import_iris.Iris.time_coords                                                                         |
|          | 583±5μs              | 599±7μs             | 1.03    | import_iris.Iris.time_cube                                                                           |
|          | 201±2μs              | 207±3μs             | 1.03    | import_iris.Iris.time_exceptions                                                                     |
|          | 73.0±0.3μs           | 74.1±2μs            | 1.02    | import_iris.Iris.time_experimental                                                                   |
|          | 194±1μs              | 200±7μs             | 1.03    | import_iris.Iris.time_fileformats                                                                    |
|          | 225±2μs              | 226±2μs             | 1.00    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.41±0.01ms          | 2.40±0.02ms         | 0.99    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 74.5±0.7μs           | 75.7±0.8μs          | 1.02    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 107±0.6μs            | 107±0.6μs           | 0.99    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 319±2μs              | 321±3μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.31±0.07ms          | 5.27±0.07ms         | 0.99    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 69.0±0.4μs           | 70.8±0.5μs          | 1.03    | import_iris.Iris.time_fileformats_name                                                               |
|          | 239±2μs              | 236±3μs             | 0.99    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 113±1μs              | 113±0.9μs           | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 112±0.8μs            | 112±0.9μs           | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 187±2μs              | 189±1μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 672±3μs              | 681±4μs             | 1.01    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 159±1μs              | 162±2μs             | 1.02    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 122±1μs              | 121±1μs             | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 443±5μs              | 442±5μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 196±3μs              | 196±2μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 79.8±0.8μs           | 80.8±0.7μs          | 1.01    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 150±1μs              | 152±1μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 131±1μs              | 135±2μs             | 1.03    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 70.7±0.7μs           | 71.9±1μs            | 1.02    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 77.8±0.5μs           | 78.8±0.5μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 873±3μs              | 861±4μs             | 0.99    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 127±0.8μs            | 127±0.7μs           | 1.00    | import_iris.Iris.time_io                                                                             |
|          | 160±2μs              | 159±2μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                               |
|          | 192±1μs              | 194±1μs             | 1.01    | import_iris.Iris.time_iris                                                                           |
|          | 118±0.7μs            | 119±0.7μs           | 1.00    | import_iris.Iris.time_iterate                                                                        |
|          | 8.12±0.02ms          | 8.26±0.1ms          | 1.02    | import_iris.Iris.time_palette                                                                        |
|          | 302±2μs              | 303±3μs             | 1.00    | import_iris.Iris.time_plot                                                                           |
|          | 94.3±1μs             | 93.4±0.7μs          | 0.99    | import_iris.Iris.time_quickplot                                                                      |
|          | 1.95±0.01ms          | 1.90±0.01ms         | 0.97    | import_iris.Iris.time_std_names                                                                      |
|          | 1.71±0.01ms          | 1.71±0.03ms         | 1.00    | import_iris.Iris.time_symbols                                                                        |
|          | 41.4±0.7ms           | 42.5±2ms            | 1.03    | import_iris.Iris.time_tests                                                                          |
|          | 221±2μs              | 223±3μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.80±0.03ms          | 4.78±0.02ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 104±0.7μs            | 105±2μs             | 1.01    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.67±0.01ms          | 2.69±0.04ms         | 1.01    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.01±0ms             | 1.01±0ms            | 1.00    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 152±0.5μs            | 154±0.8μs           | 1.01    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 92.0±1μs             | 93.5±0.6μs          | 1.02    | import_iris.Iris.time_time                                                                           |
|          | 284±3μs              | 289±2μs             | 1.02    | import_iris.Iris.time_util                                                                           |
|          | 82.4±0.8μs           | 81.7±1μs            | 0.99    | iterate.IZip.time_izip                                                                               |
|          | 7.47±0.06ms          | 7.76±0.03ms         | 1.04    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 23.3±0.2ms           | 22.7±0.6ms          | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.25±0.09ms          | 8.56±0.1ms          | 1.04    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 7.41±0.04ms          | 7.89±0.08ms         | 1.07    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 20.3±0.1ms           | 20.2±0.2ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.15±0.05ms          | 8.60±0.2ms          | 1.05    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.25±0.01s           | 1.32±0.01s          | 1.06    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 19.2±0.2ms           | 19.4±0.3ms          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.40±0.02s           | 1.48±0.01s          | 1.05    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.24±0.01s           | 1.32±0.01s          | 1.06    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 19.1±0.2ms           | 19.4±0.1ms          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.38±0.01s           | 1.47±0.01s          | 1.07    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.61±0.01ms          | 3.75±0.02ms         | 1.04    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 18.5±0.1ms           | 18.8±0.2ms          | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 3.88±0.06ms          | 4.01±0.02ms         | 1.03    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.58±0.01ms          | 3.79±0.04ms         | 1.06    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 18.6±0.1ms           | 19.1±0.3ms          | 1.03    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 3.87±0.06ms          | 3.99±0.02ms         | 1.03    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 34.6±2ms             | 34.3±2ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.6±0.2ms           | 19.8±0.4ms          | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.6±3ms             | 13.8±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 25.2±0.7ms           | 25.1±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 72.6±1ms             | 72.9±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.4±2ms             | 25.6±0.7ms          | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 379±2ms              | 437±2ms             | 1.15    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.64±0.08ms          | 2.78±0.09ms         | 1.05    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 384±2ms              | 445±2ms             | 1.16    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 386±2ms              | 446±2ms             | 1.16    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.75±0.06ms          | 2.80±0.1ms          | 1.02    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 389±2ms              | 449±3ms             | 1.15    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.38±0.07ms          | 1.58±0.07ms         | 1.14    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.64±0.09ms          | 2.87±0.1ms          | 1.09    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.39±0.07ms          | 1.58±0.07ms         | 1.14    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.35±0.04ms          | 1.57±0.06ms         | 1.16    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 2.80±0.09ms          | 2.89±0.08ms         | 1.03    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.37±0.09ms          | 1.60±0.09ms         | 1.17    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 335±3ms              | 335±3ms             | 1.00    | load.ManyVars.time_many_var_load                                                                     |
|          | 7.58±0.07ms          | 8.01±0.03ms         | 1.06    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 8.35±0.05ms          | 8.80±0.03ms         | 1.05    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.25±0.01s           | 1.34±0.01s          | 1.07    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.42±0.01s           | 1.50±0.02s          | 1.06    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.68±0.02ms          | 3.80±0.03ms         | 1.03    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 3.93±0.04ms          | 4.10±0.05ms         | 1.04    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 7.58±0.08ms          | 7.85±0.07ms         | 1.04    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.15±0.03ms          | 4.56±0.06ms         | 1.10    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.23±0.01s           | 1.31±0.01s          | 1.06    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 3.60±0.07ms          | 3.80±0.02ms         | 1.05    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.30±0.04ms          | 3.44±0.03ms         | 1.04    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 130±2ms              | 138±3ms             | 1.06    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 21.9±0.08ms          | 22.0±0.1ms          | 1.01    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 145±2ms              | 152±2ms             | 1.04    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 26.3±0.5ms           | 27.8±0.5ms          | 1.06    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 21.6±0.2ms           | 21.6±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 29.1±0.7ms           | 29.9±0.4ms          | 1.03    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 16.4±0.3ms           | 16.9±0.3ms          | 1.03    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 36.0±0.7ms           | 39.0±0.4ms          | 1.08    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 13.0±0.2ms           | 13.6±0.2ms          | 1.05    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 20.0±0.2ms           | 21.3±0.4ms          | 1.06    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 16.3±0.2ms           | 17.1±0.3ms          | 1.05    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 18.7±0.2ms           | 19.7±0.4ms          | 1.06    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 13.2±0.2ms           | 13.6±0.2ms          | 1.03    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 15.6±0.2ms           | 16.4±0.2ms          | 1.05    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 17.4±0.2ms           | 17.9±0.3ms          | 1.03    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 43.0±0.5ms           | 47.1±0.5ms          | 1.10    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 17.4±0.4ms           | 17.9±0.4ms          | 1.03    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 20.3±0.5ms           | 20.7±0.3ms          | 1.02    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.49±0.04ms          | 2.60±0.05ms         | 1.04    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.22±0.09ms          | 5.36±0.06ms         | 1.03    | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 37.5±0.7ms           | 37.9±0.6ms          | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 821±6ms              | 815±6ms             | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 101±0.5ns            | 102±0.4ns           | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 900±10ns             | 902±3ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 102±0.4ns            | 102±1ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 897±7ns              | 899±3ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 101±1ns              | 102±0.6ns           | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 1.00±0μs             | 1.01±0.01μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 101±0.4ns            | 101±0.5ns           | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 1.07±0.01μs          | 1.09±0.01μs         | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 102±1ns              | 103±1ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 992±6ns              | 1.01±0μs            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 102±0.4ns            | 102±1ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 1.14±0.01μs          | 1.15±0.01μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 990±20ns             | 988±9ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 6.61±0.01μs          | 6.70±0.05μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 62.3±0.4μs           | 64.2±0.3μs          | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 989±10ns             | 990±20ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 6.69±0.1μs           | 6.70±0.04μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 63.3±1μs             | 63.8±0.3μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 1.04±0μs             | 1.04±0.01μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.09±0.06μs          | 7.28±0.1μs          | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 67.4±0.7μs           | 69.8±0.7μs          | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 1.09±0.01μs          | 1.08±0.02μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.58±0.05μs          | 7.59±0.07μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 70.8±0.3μs           | 71.9±0.7μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 1.05±0.01μs          | 1.03±0.01μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.12±0.06μs          | 7.23±0.05μs         | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 67.4±0.2μs           | 68.8±0.5μs          | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1.12±0.01μs          | 1.12±0.01μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 7.98±0.1μs           | 8.01±0.1μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 75.0±0.2μs           | 76.5±0.9μs          | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 107±1ns              | 107±2ns             | 1.00    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 107±0.5ns            | 110±2ns             | 1.04    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 965±7ns              | 961±5ns             | 1.00    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 106±0.3ns            | 109±2ns             | 1.03    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 107±0.6ns            | 109±2ns             | 1.02    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 107±1ns              | 109±4ns             | 1.02    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 701±8ns              | 679±20ns            | 0.97    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 114±0.3ns            | 117±1ns             | 1.02    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.51±0.03μs          | 3.43±0.01μs         | 0.98    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.41±0.02μs          | 4.31±0.04μs         | 0.98    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.32±0.04μs          | 4.26±0.03μs         | 0.98    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 571±10ns             | 537±6ns             | 0.94    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 415±1ns              | 420±4ns             | 1.01    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 436±3ns              | 440±3ns             | 1.01    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 369±2ms              | 367±2ms             | 1.00    | plot.AuxSort.time_aux_sort                                                                           |
|          | 80.2±3ms             | 78.0±1ms            | 0.97    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 97.7±1ms             | 97.5±0.7ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 49.8±2ms             | 50.1±1ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 3.73±0.03ms          | 4.17±0.03ms         | 1.12    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 86.6±0.4ms           | 94.0±0.4ms          | 1.09    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 53.6±0.5ms           | 53.7±0.4ms          | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 586±3ms              | 595±4ms             | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 101±2ns              | 101±0.9ns           | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 71.6±0.4ms           | 78.1±0.5ms          | 1.09    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 102±0.8ns            | 102±1ns             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 519±2ms              | 523±3ms             | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 37.3±1ms             | 42.2±2ms            | 1.13    | stats.PearsonR.time_lazy                                                                             |
|          | 19.1±0.3ms           | 18.9±0.1ms          | 0.99    | stats.PearsonR.time_real                                                                             |
|          | 23.1±1ms             | 23.0±0.8ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 59.3±0.5ms           | 59.8±0.6ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Benchmarks that have got worse:

| Change   | Before [a3df32f8]    | After [50769dcc]    |   Ratio | Benchmark (Parameter)                                      |
|----------|----------------------|---------------------|---------|------------------------------------------------------------|
| +        | 1.50±0.03ms          | 1.87±0.01ms         |    1.24 | experimental.ugrid.Connectivity.time_create(6)             |
| +        | 2.27±0.01ms          | 2.73±0.04ms         |    1.2  | experimental.ugrid.Connectivity.time_location_lengths(6)   |
| +        | 2.63±0.04ms          | 3.20±0.03ms         |    1.22 | experimental.ugrid.ConnectivityLazy.time_create(6)         |
| +        | 255±5μs              | 360±2μs             |    1.41 | experimental.ugrid.Mesh.time_add_connectivities(6)         |
| +        | 296±2μs              | 405±4μs             |    1.37 | experimental.ugrid.Mesh.time_create(6)                     |
| +        | 294±10μs             | 403±6μs             |    1.37 | experimental.ugrid.MeshLazy.time_add_connectivities(6)     |
| +        | 334±5μs              | 452±10μs            |    1.35 | experimental.ugrid.MeshLazy.time_create(6)                 |
| +        | 284±3ms              | 357±5ms             |    1.26 | load.StructuredFF.time_structured_load((2, 2, 1000), True) |

Generated by GHA run 8266913509