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[CI Bot] environment lockfiles auto-update #5918

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@scitools-ci scitools-ci bot commented Apr 20, 2024

Lockfiles updated to the latest resolvable environment.

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

@scitools-ci scitools-ci bot added Bot A bot generated issue/pull-request New: Pull Request labels Apr 20, 2024
@github-actions github-actions bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Apr 20, 2024
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⏱️ Performance Benchmark Report: 424d6ad

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [7a324866]    | After [424d6ad1]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.30±0.03μs          | 4.32±0.02μs         | 1.01    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.95±0.04μs          | 4.93±0.07μs         | 0.99    | coords.AncillaryVariable.time_create                                                                 |
|          | 335±9ns              | 335±3ns             | 1.00    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.95±0.1μs           | 8.64±0.05μs         | 0.97    | coords.AuxCoord.time_create                                                                          |
|          | 320±6ns              | 312±3ns             | 0.98    | coords.AuxCoord.time_points                                                                          |
|          | 244±8μs              | 246±9μs             | 1.01    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.6±0.6μs           | 13.4±0.5μs          | 0.98    | coords.AuxCoordLazy.time_create                                                                      |
|          | 242±9μs              | 243±8μs             | 1.00    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.30±0.07μs          | 5.26±0.05μs         | 0.99    | coords.CellMeasure.time_create                                                                       |
|          | 1.10±0.01μs          | 1.11±0.01μs         | 1.01    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 107±1μs              | 107±1μs             | 1.00    | coords.DimCoord.time_create                                                                          |
|          | 30.7±0.5μs           | 30.0±0.5μs          | 0.98    | coords.DimCoord.time_regular                                                                         |
|          | 387±3ms              | 383±2ms             | 0.99    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 59.6±1μs             | 57.4±0.3μs          | 0.96    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.6±0.1μs           | 10.7±0.1μs          | 1.01    | cube.AncillaryVariable.time_create                                                                   |
|          | 65.9±1μs             | 65.2±0.7μs          | 0.99    | cube.AuxCoord.time_add                                                                               |
|          | 9.61±0.08μs          | 9.45±0.1μs          | 0.98    | cube.AuxCoord.time_create                                                                            |
|          | 5.15±0.07μs          | 5.11±0.09μs         | 0.99    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 3.80±0.07μs          | 3.75±0.07μs         | 0.99    | cube.AuxCoord.time_return_coords                                                                     |
|          | 39.2±0.5μs           | 37.5±0.9μs          | 0.96    | cube.AuxFactory.time_add                                                                             |
|          | 11.4±0.3μs           | 11.6±0.2μs          | 1.02    | cube.AuxFactory.time_create                                                                          |
|          | 59.0±1μs             | 58.0±0.5μs          | 0.98    | cube.CellMeasure.time_add                                                                            |
|          | 10.8±0.2μs           | 10.7±0.1μs          | 0.99    | cube.CellMeasure.time_create                                                                         |
|          | 51.8±1μs             | 52.7±0.3μs          | 1.02    | cube.CellMethod.time_add                                                                             |
|          | 7.56±0.03μs          | 7.62±0.08μs         | 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                                                                     |
|          | 130±0.6ms            | 130±0.4ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 6.97±0.08μs          | 7.05±0.08μs         | 1.01    | cube.Cube.time_basic                                                                                 |
|          | 52.5±0.1ns           | 53.3±2ns            | 1.02    | cube.Cube.time_rename                                                                                |
|          | 55.8±0.6μs           | 55.6±0.6μs          | 1.00    | cube.Equality.time_equality                                                                          |
|          | 331±1ms              | 334±2ms             | 1.01    | cube.Merge.time_merge                                                                                |
|          | 24.7±0.5μs           | 24.2±0.6μs          | 0.98    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 28.5±1μs             | 27.9±0.8μs          | 0.98    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 22.4±0.5μs           | 22.4±0.5μs          | 1.00    | cube.MeshCoord.time_add(6)                                                                           |
|          | 16.9±0.3μs           | 16.6±0.4μs          | 0.99    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 16.7±0.2μs           | 16.9±0.2μs          | 1.01    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 16.2±0.2μs           | 16.1±0.3μs          | 1.00    | cube.MeshCoord.time_create(6)                                                                        |
|          | 41.7±0.8μs           | 41.1±0.7μs          | 0.99    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 58.6±2μs             | 57.7±1μs            | 0.98    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 41.3±0.9μs           | 40.8±0.8μs          | 0.99    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.54±0.1ms           | 2.46±0.1ms          | 0.97    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.94±0.03ms          | 1.90±0.01ms         | 0.98    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 488±2ns              | 487±3ns             | 1.00    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 483±2ns              | 486±2ns             | 1.01    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 21.9±2ms             | 21.4±1ms            | 0.98    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.78±0.03ms          | 2.74±0.04ms         | 0.98    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 27.9±3ms             | 27.9±2ms            | 1.00    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 4.11±0.05ms          | 4.11±0.02ms         | 1.00    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.02±0.06ms          | 4.02±0.07ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.32±0.05ms          | 3.29±0.03ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 257±6μs              | 259±5μs             | 1.01    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 253±3μs              | 257±5μs             | 1.02    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 20.7±0.5ms           | 20.6±0.4ms          | 1.00    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 3.03±0.04ms          | 3.00±0.05ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 23.2±0.5ms           | 23.3±0.4ms          | 1.01    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.29±0.06ms          | 4.33±0.06ms         | 1.01    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 11.7±0.3μs           | 11.5±0.1μs          | 0.98    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 360±5μs              | 367±3μs             | 1.02    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.30±0.06μs          | 4.30±0.02μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.19±0.06μs          | 4.17±0.07μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 3.75±0.06μs          | 3.77±0.08μs         | 1.00    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 3.76±0.06μs          | 3.77±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.15±0.06μs          | 5.16±0.03μs         | 1.00    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.21±0.08μs          | 5.19±0.03μs         | 1.00    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 42.6±0.8μs           | 42.0±0.5μs          | 0.99    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 417±5μs              | 411±2μs             | 0.99    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 74.7±2ms             | 74.1±2ms            | 0.99    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 263±2μs              | 258±4μs             | 0.98    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 3.54±0.06μs          | 3.59±0.2μs          | 1.02    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 3.61±0.06μs          | 3.65±0.06μs         | 1.01    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 6.36±0.06μs          | 6.36±0.05μs         | 1.00    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 6.46±0.2μs           | 6.33±0.06μs         | 0.98    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.8±0.05μs          | 10.6±0.04μs         | 0.98    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 120±1ms              | 120±2ms             | 1.00    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.39±0.06μs          | 5.41±0.05μs         | 1.00    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 3.77±0.03ms          | 3.77±0.06ms         | 1.00    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 3.79±0.06ms          | 3.77±0.03ms         | 0.99    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 197±1μs              | 201±3μs             | 1.02    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.37±0.04μs          | 3.38±0.05μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 3.93±0.03μs          | 3.88±0.02μs         | 0.99    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.76±0.02μs          | 2.76±0.02μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.37±0.09ms          | 7.35±0.05ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 119±2ms              | 120±2ms             | 1.01    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.5±0.3μs           | 11.8±0.3μs          | 1.02    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 3.80±0.05ms          | 3.79±0.04ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 3.81±0.07ms          | 3.78±0.03ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 248±10μs             | 243±5μs             | 0.98    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.46±0.03ms          | 2.46±0.03ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.66±0.09ms          | 4.62±0.1ms          | 0.99    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 7.40±0.3μs           | 7.33±0.2μs          | 0.99    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 32.1±1μs             | 31.2±1μs            | 0.97    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 427±10μs             | 419±9μs             | 0.98    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 18.8±0.7μs           | 18.3±0.7μs          | 0.97    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 15.4±0.3μs           | 15.2±0.4μs          | 0.99    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 15.5±0.5μs           | 15.4±0.3μs          | 1.00    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 14.8±0.2μs           | 15.0±0.4μs          | 1.02    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 18.8±0.4μs           | 19.0±0.7μs          | 1.01    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 18.3±0.2μs           | 18.7±0.4μs          | 1.02    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 78.1±2μs             | 78.3±2μs            | 1.00    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 468±10μs             | 466±9μs             | 1.00    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 74.1±0.8ms           | 74.6±1ms            | 1.01    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 337±9μs              | 335±8μs             | 0.99    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 16.9±0.5μs           | 16.6±0.4μs          | 0.98    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 15.5±0.3μs           | 15.5±0.4μs          | 1.00    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 30.9±0.9μs           | 30.9±0.9μs          | 1.00    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 29.1±0.6μs           | 29.3±0.7μs          | 1.01    | 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)                                                        |
|          | 394±3ns              | 397±2ns             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 259±2ms              | 259±1ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 13.6±0.1ms           | 13.7±0.2ms          | 1.01    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 15.4±0.2ms           | 15.4±0.2ms          | 1.00    | 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) |
|          | 102±0.9ms            | 102±0.9ms           | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 698±2ms              | 695±7ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 64.2±0.5ms           | 63.9±0.5ms          | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 650±5ms              | 651±3ms             | 1.00    | 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)                  |
|          | 655±3μs              | 662±3μs             | 1.01    | import_iris.Iris.time__concatenate                                                                   |
|          | 179±2μs              | 181±3μs             | 1.02    | import_iris.Iris.time__constraints                                                                   |
|          | 110±0.5μs            | 111±1μs             | 1.01    | import_iris.Iris.time__data_manager                                                                  |
|          | 94.0±0.6μs           | 93.5±2μs            | 0.99    | import_iris.Iris.time__deprecation                                                                   |
|          | 121±2μs              | 121±0.8μs           | 1.00    | import_iris.Iris.time__lazy_data                                                                     |
|          | 899±4μs              | 899±6μs             | 1.00    | import_iris.Iris.time__merge                                                                         |
|          | 77.3±0.3μs           | 78.4±0.7μs          | 1.01    | import_iris.Iris.time__representation                                                                |
|          | 482±3μs              | 486±2μs             | 1.01    | import_iris.Iris.time_analysis                                                                       |
|          | 141±0.5μs            | 142±1μs             | 1.00    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 109±2μs              | 110±0.4μs           | 1.00    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 242±1μs              | 245±3μs             | 1.01    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 185±1μs              | 188±2μs             | 1.02    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 112±1μs              | 112±0.9μs           | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 140±2μs              | 140±0.9μs           | 1.00    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 327±2μs              | 330±4μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 93.7±1μs             | 94.7±0.6μs          | 1.01    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 218±3μs              | 217±2μs             | 0.99    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 98.7±0.5μs           | 98.9±0.8μs          | 1.00    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 174±2μs              | 174±1μs             | 1.00    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 295±2μs              | 297±3μs             | 1.00    | import_iris.Iris.time_aux_factory                                                                    |
|          | 85.4±0.9μs           | 84.8±0.5μs          | 0.99    | import_iris.Iris.time_common                                                                         |
|          | 162±3μs              | 163±2μs             | 1.01    | import_iris.Iris.time_common_lenient                                                                 |
|          | 965±6μs              | 973±10μs            | 1.01    | import_iris.Iris.time_common_metadata                                                                |
|          | 133±0.7μs            | 133±1μs             | 1.00    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.16±0ms             | 1.16±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                                 |
|          | 199±2μs              | 202±2μs             | 1.02    | import_iris.Iris.time_config                                                                         |
|          | 115±1μs              | 116±1μs             | 1.01    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 354±8μs              | 353±3μs             | 1.00    | import_iris.Iris.time_coord_systems                                                                  |
|          | 748±10μs             | 736±10μs            | 0.99    | import_iris.Iris.time_coords                                                                         |
|          | 661±10μs             | 659±6μs             | 1.00    | import_iris.Iris.time_cube                                                                           |
|          | 225±2μs              | 227±4μs             | 1.01    | import_iris.Iris.time_exceptions                                                                     |
|          | 78.4±0.3μs           | 78.1±0.9μs          | 1.00    | import_iris.Iris.time_experimental                                                                   |
|          | 187±2μs              | 189±3μs             | 1.01    | import_iris.Iris.time_fileformats                                                                    |
|          | 248±2μs              | 250±4μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.69±0.03ms          | 2.69±0.02ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 79.6±0.7μs           | 79.7±1μs            | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 115±0.5μs            | 115±2μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 348±3μs              | 354±7μs             | 1.02    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.35±0.04ms          | 5.26±0.04ms         | 0.98    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 75.6±0.3μs           | 75.5±2μs            | 1.00    | import_iris.Iris.time_fileformats_name                                                               |
|          | 258±4μs              | 259±2μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 120±0.7μs            | 119±1μs             | 0.99    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 121±1μs              | 123±2μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 207±3μs              | 206±3μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 760±2μs              | 758±5μs             | 1.00    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 179±1μs              | 181±4μs             | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 134±1μs              | 134±1μs             | 1.00    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 512±2μs              | 514±3μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 218±2μs              | 220±2μs             | 1.01    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 84.6±1μs             | 84.8±0.6μs          | 1.00    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 159±1μs              | 161±1μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 136±0.8μs            | 137±2μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 76.2±0.4μs           | 76.8±0.7μs          | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 82.0±1μs             | 82.7±0.9μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 977±3μs              | 978±4μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 136±1μs              | 137±2μs             | 1.01    | import_iris.Iris.time_io                                                                             |
|          | 172±1μs              | 173±3μs             | 1.01    | import_iris.Iris.time_io_format_picker                                                               |
|          | 203±2μs              | 203±1μs             | 1.00    | import_iris.Iris.time_iris                                                                           |
|          | 127±0.7μs            | 128±1μs             | 1.01    | import_iris.Iris.time_iterate                                                                        |
|          | 8.53±0.06ms          | 8.50±0.04ms         | 1.00    | import_iris.Iris.time_palette                                                                        |
|          | 335±5μs              | 336±2μs             | 1.00    | import_iris.Iris.time_plot                                                                           |
|          | 104±0.7μs            | 105±0.7μs           | 1.01    | import_iris.Iris.time_quickplot                                                                      |
|          | 2.06±0.03ms          | 2.07±0.01ms         | 1.01    | import_iris.Iris.time_std_names                                                                      |
|          | 1.78±0.03ms          | 1.78±0.01ms         | 1.00    | import_iris.Iris.time_symbols                                                                        |
|          | 281±3ms              | 281±10ms            | 1.00    | import_iris.Iris.time_tests                                                                          |
|          | 233±2μs              | 229±0.9μs           | 0.98    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.81±0.04ms          | 4.82±0.03ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 109±1μs              | 108±1μs             | 0.99    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.80±0.02ms          | 2.81±0.01ms         | 1.01    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.07±0.02ms          | 1.07±0ms            | 1.00    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 161±3μs              | 160±1μs             | 0.99    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 101±0.9μs            | 101±0.7μs           | 1.00    | import_iris.Iris.time_time                                                                           |
|          | 322±3μs              | 314±2μs             | 0.98    | import_iris.Iris.time_util                                                                           |
|          | 75.7±1μs             | 75.4±1μs            | 1.00    | iterate.IZip.time_izip                                                                               |
|          | 8.13±0.07ms          | 8.18±0.2ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 23.0±0.2ms           | 23.4±0.4ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.91±0.09ms          | 8.87±0.04ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.11±0.09ms          | 8.04±0.05ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 21.0±0.2ms           | 21.4±0.4ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.90±0.04ms          | 8.87±0.08ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.34±0.01s           | 1.33±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 20.6±0.2ms           | 20.1±0.2ms          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.50±0.01s           | 1.49±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.34±0.01s           | 1.34±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 20.4±0.2ms           | 20.6±0.4ms          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.50±0.02s           | 1.49±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.90±0.04ms          | 3.88±0.02ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 19.7±0.1ms           | 19.6±0.3ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.18±0.04ms          | 4.15±0.02ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.88±0.03ms          | 3.87±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 19.7±0.06ms          | 19.8±0.2ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.15±0.04ms          | 4.15±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 34.7±2ms             | 34.8±3ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.5±0.5ms           | 19.3±0.5ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.9±2ms             | 13.4±3ms            | 0.96    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 25.9±2ms             | 25.3±3ms            | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 72.6±1ms             | 72.3±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.6±2ms             | 25.6±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 432±3ms              | 431±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.69±0.05ms          | 2.79±0.08ms         | 1.04    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 436±5ms              | 438±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 438±3ms              | 437±3ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.79±0.09ms          | 2.79±0.05ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 441±5ms              | 443±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.52±0.08ms          | 1.54±0.07ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.82±0.07ms          | 2.84±0.07ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.58±0.09ms          | 1.60±0.08ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.56±0.07ms          | 1.56±0.09ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 2.79±0.04ms          | 2.84±0.07ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.58±0.1ms           | 1.60±0.08ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 355±8ms              | 354±4ms             | 1.00    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.28±0.04ms          | 8.24±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 9.02±0.05ms          | 9.07±0.2ms          | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.37±0.02s           | 1.36±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.53±0.02s           | 1.53±0.02s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.97±0.03ms          | 3.95±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.25±0.03ms          | 4.22±0.02ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.15±0.04ms          | 8.09±0.05ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.75±0.09ms          | 4.73±0.01ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.33±0.01s           | 1.34±0.01s          | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 373±5ms              | 368±4ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.90±0.02ms          | 3.90±0.02ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.54±0.02ms          | 3.54±0.01ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 150±2ms              | 149±0.8ms           | 0.99    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 23.3±0.2ms           | 23.0±0.3ms          | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 165±2ms              | 164±1ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 29.3±0.2ms           | 29.6±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 22.9±0.06ms          | 22.5±0.2ms          | 0.98    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 31.7±0.4ms           | 31.6±0.2ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.3±0.4ms           | 17.3±0.2ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 38.2±0.2ms           | 38.9±0.6ms          | 1.02    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 14.1±0.2ms           | 14.1±0.2ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 21.1±0.3ms           | 21.3±0.4ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 17.2±0.2ms           | 17.1±0.1ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 19.8±0.5ms           | 19.6±0.3ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 14.0±0.2ms           | 14.1±0.2ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 16.4±0.2ms           | 16.6±0.3ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.2±0.2ms           | 18.2±0.2ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 47.2±0.8ms           | 46.9±1ms            | 0.99    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 18.2±0.3ms           | 18.2±0.1ms          | 1.00    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 21.3±0.3ms           | 21.4±0.3ms          | 1.01    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.63±0.06ms          | 2.66±0.07ms         | 1.01    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.30±0.05ms          | 5.33±0.09ms         | 1.01    | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 36.7±0.4ms           | 37.1±1ms            | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 809±7ms              | 824±5ms             | 1.02    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 77.6±0.1ns           | 78.0±0.8ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 751±7ns              | 752±8ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 78.5±2ns             | 77.6±1ns            | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 743±4ns              | 760±10ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 78.3±1ns             | 81.8±6ns            | 1.04    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 855±7ns              | 868±20ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 78.8±2ns             | 81.2±5ns            | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 915±9ns              | 933±20ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 77.5±1ns             | 78.3±1ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 861±10ns             | 865±30ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 77.6±0.8ns           | 77.7±1ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 990±7ns              | 989±20ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 872±10ns             | 878±10ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 6.97±0.08μs          | 6.89±0.08μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 65.6±0.4μs           | 65.7±0.5μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 882±5ns              | 889±7ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 6.89±0.09μs          | 6.93±0.08μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 65.9±0.5μs           | 66.7±0.3μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 929±9ns              | 952±8ns             | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.37±0.04μs          | 7.45±0.1μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 70.2±0.7μs           | 70.2±0.8μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 965±7ns              | 991±10ns            | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.74±0.09μs          | 7.69±0.05μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 74.2±0.1μs           | 74.0±0.2μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 933±20ns             | 933±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.33±0.06μs          | 7.41±0.07μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 70.3±0.4μs           | 70.8±0.3μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1.01±0.01μs          | 1.00±0.02μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.17±0.09μs          | 8.09±0.04μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 77.9±0.2μs           | 77.9±0.4μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 83.6±2ns             | 83.9±2ns            | 1.00    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 83.0±1ns             | 83.8±4ns            | 1.01    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 785±9ns              | 783±4ns             | 1.00    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 83.5±2ns             | 81.9±2ns            | 0.98    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 84.2±2ns             | 86.9±2ns            | 1.03    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 83.2±1ns             | 82.6±2ns            | 0.99    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 780±7ns              | 793±10ns            | 1.02    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 115±0.4ns            | 116±4ns             | 1.02    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.50±0.02μs          | 3.48±0.06μs         | 0.99    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.62±0.08μs          | 4.51±0.06μs         | 0.97    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.50±0.03μs          | 4.38±0.05μs         | 0.97    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 552±2ns              | 549±0.8ns           | 0.99    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 426±3ns              | 433±10ns            | 1.02    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 449±4ns              | 451±7ns             | 1.00    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 363±1ms              | 366±4ms             | 1.01    | plot.AuxSort.time_aux_sort                                                                           |
|          | 76.1±3ms             | 77.8±4ms            | 1.02    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 98.1±0.9ms           | 98.2±1ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 48.7±2ms             | 48.9±1ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.06±0.04ms          | 4.07±0.03ms         | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 69.4±0.8ms           | 69.8±0.4ms          | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 52.5±2ms             | 52.3±0.6ms          | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 564±4ms              | 565±3ms             | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 89.5±0.5ns           | 91.5±0.7ns          | 1.02    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 53.2±0.4ms           | 54.0±0.5ms          | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 89.9±1ns             | 90.4±2ns            | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 496±3ms              | 497±3ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 39.9±1ms             | 39.8±0.9ms          | 1.00    | stats.PearsonR.time_lazy                                                                             |
|          | 18.9±0.2ms           | 18.9±0.3ms          | 1.00    | stats.PearsonR.time_real                                                                             |
|          | 23.2±0.4ms           | 22.5±1ms            | 0.97    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 57.4±0.7ms           | 56.7±0.4ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8760980478

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⏱️ Performance Benchmark Report: 424d6ad

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [7a324866]    | After [424d6ad1]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.36±0.09μs          | 4.29±0.01μs         | 0.98    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.90±0.03μs          | 4.96±0.05μs         | 1.01    | coords.AncillaryVariable.time_create                                                                 |
|          | 335±2ns              | 343±9ns             | 1.02    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.77±0.07μs          | 8.71±0.1μs          | 0.99    | coords.AuxCoord.time_create                                                                          |
|          | 309±2ns              | 311±4ns             | 1.01    | coords.AuxCoord.time_points                                                                          |
|          | 245±10μs             | 247±10μs            | 1.01    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.5±0.6μs           | 13.0±0.7μs          | 0.97    | coords.AuxCoordLazy.time_create                                                                      |
|          | 245±10μs             | 242±8μs             | 0.99    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.30±0.05μs          | 5.27±0.07μs         | 1.00    | coords.CellMeasure.time_create                                                                       |
|          | 1.11±0.01μs          | 1.10±0.01μs         | 0.99    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 107±0.9μs            | 107±0.6μs           | 1.00    | coords.DimCoord.time_create                                                                          |
|          | 30.4±0.7μs           | 30.6±0.2μs          | 1.01    | coords.DimCoord.time_regular                                                                         |
|          | 382±4ms              | 381±4ms             | 1.00    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 58.7±0.9μs           | 58.4±0.3μs          | 0.99    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.9±0.1μs           | 10.5±0.1μs          | 0.96    | cube.AncillaryVariable.time_create                                                                   |
|          | 65.1±0.5μs           | 64.4±0.6μs          | 0.99    | cube.AuxCoord.time_add                                                                               |
|          | 9.47±0.1μs           | 9.36±0.1μs          | 0.99    | cube.AuxCoord.time_create                                                                            |
|          | 5.09±0.08μs          | 5.12±0.03μs         | 1.00    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 3.70±0.06μs          | 3.74±0.02μs         | 1.01    | cube.AuxCoord.time_return_coords                                                                     |
|          | 38.4±0.5μs           | 38.6±0.6μs          | 1.00    | cube.AuxFactory.time_add                                                                             |
|          | 11.7±0.1μs           | 11.3±0.1μs          | 0.96    | cube.AuxFactory.time_create                                                                          |
|          | 59.3±1μs             | 58.5±0.4μs          | 0.99    | cube.CellMeasure.time_add                                                                            |
|          | 10.7±0.2μs           | 10.8±0.07μs         | 1.01    | cube.CellMeasure.time_create                                                                         |
|          | 51.8±0.7μs           | 51.1±0.2μs          | 0.99    | cube.CellMethod.time_add                                                                             |
|          | 7.57±0.09μs          | 7.61±0.2μs          | 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                                                                     |
|          | 130±0.4ms            | 130±0.2ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 7.12±0.07μs          | 7.02±0.05μs         | 0.99    | cube.Cube.time_basic                                                                                 |
|          | 52.2±0.3ns           | 52.7±0.2ns          | 1.01    | cube.Cube.time_rename                                                                                |
|          | 55.9±0.5μs           | 55.6±0.5μs          | 0.99    | cube.Equality.time_equality                                                                          |
|          | 333±2ms              | 331±1ms             | 0.99    | cube.Merge.time_merge                                                                                |
|          | 25.8±1μs             | 24.8±2μs            | 0.96    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 28.2±0.9μs           | 27.4±0.8μs          | 0.97    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 23.5±1μs             | 22.3±1μs            | 0.95    | cube.MeshCoord.time_add(6)                                                                           |
|          | 17.0±0.4μs           | 16.9±0.3μs          | 1.00    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 16.7±0.3μs           | 16.8±0.3μs          | 1.01    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 16.2±0.3μs           | 15.9±0.3μs          | 0.99    | cube.MeshCoord.time_create(6)                                                                        |
|          | 48.3±5μs             | 46.4±6μs            | 0.96    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 57.5±2μs             | 58.3±2μs            | 1.01    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 42.3±6μs             | 41.0±4μs            | 0.97    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.46±0.1ms           | 2.48±0.2ms          | 1.00    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.95±0.02ms          | 1.90±0.04ms         | 0.98    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 483±2ns              | 486±2ns             | 1.01    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 485±2ns              | 486±5ns             | 1.00    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 21.5±0.5ms           | 21.1±2ms            | 0.98    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.77±0.01ms          | 2.70±0.04ms         | 0.98    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 28.4±3ms             | 28.6±3ms            | 1.01    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 4.05±0.04ms          | 4.12±0.01ms         | 1.02    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.27±0.1ms           | 4.08±0.1ms          | 0.96    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.29±0.03ms          | 3.34±0.06ms         | 1.01    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 258±4μs              | 258±7μs             | 1.00    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 255±3μs              | 253±6μs             | 0.99    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 21.5±0.5ms           | 21.3±0.6ms          | 0.99    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 3.03±0.03ms          | 3.02±0.04ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 24.2±0.5ms           | 23.6±0.7ms          | 0.97    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.44±0.06ms          | 4.28±0.04ms         | 0.96    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 11.7±0.08μs          | 11.5±0.1μs          | 0.99    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 368±4μs              | 367±8μs             | 1.00    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.30±0.03μs          | 4.33±0.04μs         | 1.01    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.16±0.04μs          | 4.26±0.06μs         | 1.02    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 3.75±0.08μs          | 3.69±0.05μs         | 0.98    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 3.77±0.06μs          | 3.68±0.04μs         | 0.98    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.19±0.07μs          | 5.13±0.04μs         | 0.99    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.20±0.1μs           | 5.10±0.03μs         | 0.98    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 42.0±0.9μs           | 41.2±0.9μs          | 0.98    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 418±10μs             | 425±10μs            | 1.02    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 79.0±2ms             | 78.2±2ms            | 0.99    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 261±3μs              | 257±5μs             | 0.99    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 3.62±0.1μs           | 3.56±0.06μs         | 0.98    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 3.54±0.09μs          | 3.51±0.04μs         | 0.99    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 6.33±0.08μs          | 6.33±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 6.37±0.09μs          | 6.30±0.06μs         | 0.99    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.7±0.1μs           | 10.8±0.09μs         | 1.01    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 123±2ms              | 123±5ms             | 1.00    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.43±0.05μs          | 5.39±0.06μs         | 0.99    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 3.79±0.06ms          | 3.81±0.07ms         | 1.01    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 3.81±0.07ms          | 3.73±0.04ms         | 0.98    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 202±4μs              | 195±2μs             | 0.96    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.43±0.02μs          | 3.34±0.03μs         | 0.98    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 3.95±0.03μs          | 3.89±0.07μs         | 0.98    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.74±0.03μs          | 2.72±0.02μs         | 0.99    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.76±0.3ms           | 7.52±0.2ms          | 0.97    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 125±2ms              | 122±3ms             | 0.98    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 12.3±0.5μs           | 11.9±0.6μs          | 0.97    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 3.82±0.06ms          | 3.79±0.05ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 3.87±0.07ms          | 3.83±0.04ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 251±8μs              | 242±5μs             | 0.97    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.70±0.1ms           | 2.58±0.2ms          | 0.96    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.81±0.1ms           | 4.73±0.1ms          | 0.98    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 8.35±0.6μs           | 7.95±0.6μs          | 0.95    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 32.6±1μs             | 32.6±1μs            | 1.00    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 426±10μs             | 421±10μs            | 0.99    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 18.3±2μs             | 18.7±0.6μs          | 1.02    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 17.3±1μs             | 16.1±2μs            | 0.93    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 15.6±0.7μs           | 15.3±0.6μs          | 0.98    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 15.8±1μs             | 14.9±0.9μs          | 0.94    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 18.9±0.8μs           | 18.8±0.6μs          | 0.99    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 20.1±1μs             | 18.4±1μs            | 0.92    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 80.9±4μs             | 79.6±2μs            | 0.98    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 473±9μs              | 471±10μs            | 1.00    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 80.1±4ms             | 76.7±3ms            | 0.96    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 348±20μs             | 341±10μs            | 0.98    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 16.6±0.5μs           | 16.3±0.4μs          | 0.98    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 17.4±2μs             | 15.3±2μs            | 0.88    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 31.1±1μs             | 30.6±0.7μs          | 0.98    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 31.7±1μs             | 30.1±1μs            | 0.95    | 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)                                                        |
|          | 403±20ns             | 410±6ns             | 1.02    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 258±2ms              | 257±2ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 14.2±0.1ms           | 13.6±0.2ms          | 0.96    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 15.7±0.2ms           | 15.5±0.2ms          | 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) |
|          | 106±3ms              | 104±1ms             | 0.98    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 699±10ms             | 698±3ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 66.9±2ms             | 64.6±0.7ms          | 0.97    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 654±2ms              | 649±5ms             | 0.99    | 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)                  |
|          | 661±8μs              | 657±2μs             | 0.99    | import_iris.Iris.time__concatenate                                                                   |
|          | 185±4μs              | 181±3μs             | 0.98    | import_iris.Iris.time__constraints                                                                   |
|          | 111±2μs              | 111±2μs             | 1.00    | import_iris.Iris.time__data_manager                                                                  |
|          | 94.2±0.8μs           | 94.2±1μs            | 1.00    | import_iris.Iris.time__deprecation                                                                   |
|          | 121±0.6μs            | 122±0.9μs           | 1.01    | import_iris.Iris.time__lazy_data                                                                     |
|          | 911±10μs             | 902±9μs             | 0.99    | import_iris.Iris.time__merge                                                                         |
|          | 76.8±0.7μs           | 79.2±1μs            | 1.03    | import_iris.Iris.time__representation                                                                |
|          | 497±9μs              | 492±10μs            | 0.99    | import_iris.Iris.time_analysis                                                                       |
|          | 142±1μs              | 144±3μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 110±1μs              | 111±1μs             | 1.01    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 245±2μs              | 245±2μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 188±2μs              | 189±5μs             | 1.00    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 114±2μs              | 113±1μs             | 0.99    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 139±1μs              | 140±0.8μs           | 1.01    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 328±2μs              | 329±7μs             | 1.00    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 94.6±0.6μs           | 95.7±0.7μs          | 1.01    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 223±3μs              | 219±1μs             | 0.98    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 98.9±0.6μs           | 97.9±0.7μs          | 0.99    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 177±2μs              | 176±2μs             | 0.99    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 307±9μs              | 297±3μs             | 0.97    | import_iris.Iris.time_aux_factory                                                                    |
|          | 85.0±0.7μs           | 85.2±0.3μs          | 1.00    | import_iris.Iris.time_common                                                                         |
|          | 165±4μs              | 162±2μs             | 0.98    | import_iris.Iris.time_common_lenient                                                                 |
|          | 979±20μs             | 972±10μs            | 0.99    | import_iris.Iris.time_common_metadata                                                                |
|          | 134±2μs              | 132±1μs             | 0.98    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.18±0.02ms          | 1.17±0.01ms         | 0.99    | import_iris.Iris.time_common_resolve                                                                 |
|          | 201±2μs              | 200±4μs             | 1.00    | import_iris.Iris.time_config                                                                         |
|          | 116±0.5μs            | 117±1μs             | 1.01    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 366±6μs              | 353±4μs             | 0.96    | import_iris.Iris.time_coord_systems                                                                  |
|          | 734±10μs             | 736±6μs             | 1.00    | import_iris.Iris.time_coords                                                                         |
|          | 682±30μs             | 665±10μs            | 0.98    | import_iris.Iris.time_cube                                                                           |
|          | 226±2μs              | 224±1μs             | 0.99    | import_iris.Iris.time_exceptions                                                                     |
|          | 78.5±0.4μs           | 79.7±0.5μs          | 1.02    | import_iris.Iris.time_experimental                                                                   |
|          | 188±2μs              | 188±1μs             | 1.00    | import_iris.Iris.time_fileformats                                                                    |
|          | 252±4μs              | 251±3μs             | 1.00    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.73±0.02ms          | 2.72±0.02ms         | 0.99    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 79.4±1μs             | 79.8±0.4μs          | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 115±0.8μs            | 115±0.7μs           | 1.01    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 360±10μs             | 359±8μs             | 1.00    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.49±0.1ms           | 5.46±0.1ms          | 0.99    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 75.1±0.8μs           | 77.3±1μs            | 1.03    | import_iris.Iris.time_fileformats_name                                                               |
|          | 257±2μs              | 260±2μs             | 1.01    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 120±1μs              | 120±2μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 122±2μs              | 121±0.8μs           | 0.99    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 210±3μs              | 209±5μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 776±20μs             | 769±8μs             | 0.99    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 183±3μs              | 182±4μs             | 0.99    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 135±0.8μs            | 134±1μs             | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 516±5μs              | 521±7μs             | 1.01    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 220±3μs              | 219±3μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 84.4±0.6μs           | 84.6±0.7μs          | 1.00    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 163±3μs              | 160±0.8μs           | 0.98    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 139±1μs              | 137±0.8μs           | 0.99    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 76.9±1μs             | 76.7±0.6μs          | 1.00    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 83.4±0.7μs           | 81.6±0.5μs          | 0.98    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 991±9μs              | 987±10μs            | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 140±4μs              | 136±0.8μs           | 0.97    | import_iris.Iris.time_io                                                                             |
|          | 175±1μs              | 171±1μs             | 0.98    | import_iris.Iris.time_io_format_picker                                                               |
|          | 204±3μs              | 205±3μs             | 1.00    | import_iris.Iris.time_iris                                                                           |
|          | 128±0.8μs            | 127±0.9μs           | 1.00    | import_iris.Iris.time_iterate                                                                        |
|          | 8.59±0.08ms          | 8.52±0.05ms         | 0.99    | import_iris.Iris.time_palette                                                                        |
|          | 336±0.9μs            | 340±5μs             | 1.01    | import_iris.Iris.time_plot                                                                           |
|          | 105±1μs              | 104±1μs             | 0.99    | import_iris.Iris.time_quickplot                                                                      |
|          | 2.07±0.03ms          | 2.08±0.01ms         | 1.00    | import_iris.Iris.time_std_names                                                                      |
|          | 1.79±0.01ms          | 1.77±0.01ms         | 0.99    | import_iris.Iris.time_symbols                                                                        |
|          | 111±2ms              | 110±4ms             | 0.99    | import_iris.Iris.time_tests                                                                          |
|          | 231±3μs              | 234±6μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.87±0.05ms          | 4.83±0.05ms         | 0.99    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 107±1μs              | 107±0.7μs           | 0.99    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.84±0.05ms          | 2.81±0.01ms         | 0.99    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.07±0.01ms          | 1.05±0ms            | 0.99    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 163±3μs              | 160±2μs             | 0.98    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 102±0.8μs            | 101±0.9μs           | 0.99    | import_iris.Iris.time_time                                                                           |
|          | 317±2μs              | 314±2μs             | 0.99    | import_iris.Iris.time_util                                                                           |
|          | 76.0±0.4μs           | 73.9±0.7μs          | 0.97    | iterate.IZip.time_izip                                                                               |
|          | 8.24±0.1ms           | 8.04±0.05ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 24.4±0.7ms           | 23.1±0.3ms          | 0.95    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.88±0.08ms          | 8.75±0.04ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.12±0.07ms          | 8.04±0.06ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 21.8±0.5ms           | 21.2±0.3ms          | 0.97    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.86±0.2ms           | 8.71±0.05ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.38±0.02s           | 1.34±0.01s          | 0.97    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 20.9±0.6ms           | 20.7±0.4ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.53±0.01s           | 1.51±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.38±0.02s           | 1.35±0.01s          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 21.3±0.6ms           | 20.4±0.3ms          | 0.96    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.53±0.01s           | 1.50±0.01s          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.97±0.07ms          | 3.91±0.06ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 20.2±0.4ms           | 19.5±0.1ms          | 0.97    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.20±0.04ms          | 4.11±0.02ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.95±0.05ms          | 3.88±0.04ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 19.9±0.6ms           | 19.5±0.3ms          | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.18±0.03ms          | 4.13±0.02ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 33.0±0.8ms           | 32.8±2ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 20.0±1ms             | 19.2±0.3ms          | 0.96    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.5±2ms             | 13.5±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 26.9±2ms             | 25.8±2ms            | 0.96    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 72.9±1ms             | 72.6±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 26.0±2ms             | 25.9±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 453±7ms              | 430±5ms             | 0.95    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 3.00±0.1ms           | 2.81±0.06ms         | 0.94    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 456±6ms              | 445±8ms             | 0.98    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 457±5ms              | 442±8ms             | 0.97    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 3.01±0.09ms          | 3.02±0.09ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 459±8ms              | 454±7ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.60±0.08ms          | 1.54±0.07ms         | 0.96    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 3.07±0.08ms          | 2.81±0.1ms          | 0.92    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.64±0.07ms          | 1.61±0.1ms          | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.57±0.1ms           | 1.58±0.05ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 3.00±0.1ms           | 2.81±0.08ms         | 0.94    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.58±0.05ms          | 1.60±0.08ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 355±1ms              | 354±8ms             | 1.00    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.19±0.09ms          | 8.21±0.07ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 9.10±0.2ms           | 8.90±0.05ms         | 0.98    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.39±0.02s           | 1.38±0.02s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.55±0.02s           | 1.53±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.97±0.05ms          | 3.98±0.06ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.28±0.03ms          | 4.25±0.08ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.24±0.03ms          | 8.05±0.03ms         | 0.98    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.80±0.04ms          | 4.75±0.02ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.38±0.01s           | 1.35±0.01s          | 0.97    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 386±7ms              | 372±8ms             | 0.96    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.91±0.04ms          | 3.90±0.01ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.56±0.06ms          | 3.52±0.02ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 154±3ms              | 149±0.9ms           | 0.97    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 23.5±0.1ms           | 23.2±0.4ms          | 0.98    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 169±1ms              | 163±1ms             | 0.96    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 30.2±0.2ms           | 29.5±0.5ms          | 0.97    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 23.9±0.6ms           | 23.0±0.5ms          | 0.96    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 32.3±0.2ms           | 31.8±0.2ms          | 0.98    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.8±0.6ms           | 17.6±0.7ms          | 0.98    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 40.7±0.9ms           | 39.1±1ms            | 0.96    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 14.6±0.5ms           | 14.3±0.4ms          | 0.99    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 22.7±0.9ms           | 22.7±0.5ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 18.1±0.6ms           | 17.6±0.7ms          | 0.97    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 20.9±0.7ms           | 20.4±0.8ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 14.5±0.3ms           | 14.2±0.5ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 17.0±0.9ms           | 16.8±0.7ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.6±0.4ms           | 18.5±0.7ms          | 0.99    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 49.0±1ms             | 47.6±1ms            | 0.97    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 19.0±0.7ms           | 18.5±0.7ms          | 0.97    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 22.7±0.8ms           | 21.7±0.7ms          | 0.96    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.80±0.2ms           | 2.88±0.2ms          | 1.03    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.63±0.2ms           | 5.56±0.2ms          | 0.99    | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 39.1±3ms             | 38.4±3ms            | 0.98    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 802±7ms              | 800±7ms             | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 77.7±0.4ns           | 77.4±0.6ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 741±5ns              | 743±6ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 77.2±0.3ns           | 77.8±0.4ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 752±10ns             | 750±20ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 78.1±0.3ns           | 78.0±0.8ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 874±20ns             | 866±8ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 78.1±0.3ns           | 77.4±0.8ns          | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 920±10ns             | 923±8ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 77.7±0.6ns           | 77.6±0.5ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 859±20ns             | 869±3ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 77.5±0.6ns           | 77.5±0.5ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 983±20ns             | 983±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 879±10ns             | 892±10ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 6.77±0.04μs          | 6.99±0.08μs         | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 65.3±0.3μs           | 66.6±1μs            | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 891±9ns              | 884±10ns            | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 6.90±0.06μs          | 6.90±0.1μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 65.4±0.2μs           | 66.6±0.7μs          | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 912±6ns              | 924±20ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.25±0.04μs          | 7.35±0.1μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 70.1±0.5μs           | 69.9±2μs            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 956±6ns              | 963±7ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.62±0.08μs          | 7.76±0.05μs         | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 73.3±0.1μs           | 74.0±0.4μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 923±2ns              | 914±10ns            | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.36±0.04μs          | 7.31±0.1μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 69.8±0.1μs           | 69.7±0.6μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1.00±0.01μs          | 993±10ns            | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.07±0.05μs          | 8.16±0.1μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 77.7±0.3μs           | 76.4±0.5μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 83.5±0.3ns           | 83.2±0.3ns          | 1.00    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 82.3±0.7ns           | 82.2±1ns            | 1.00    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 784±8ns              | 796±5ns             | 1.02    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 81.7±0.4ns           | 81.7±0.5ns          | 1.00    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 85.0±2ns             | 85.5±3ns            | 1.01    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 82.0±0.3ns           | 83.3±0.7ns          | 1.01    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 778±6ns              | 761±9ns             | 0.98    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 116±2ns              | 116±1ns             | 1.00    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.46±0.03μs          | 3.49±0.01μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.45±0.03μs          | 4.57±0.07μs         | 1.03    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.40±0.02μs          | 4.46±0.06μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 554±7ns              | 560±4ns             | 1.01    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 424±3ns              | 430±3ns             | 1.02    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 449±2ns              | 455±9ns             | 1.01    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 364±2ms              | 366±2ms             | 1.00    | plot.AuxSort.time_aux_sort                                                                           |
|          | 80.2±2ms             | 79.5±4ms            | 0.99    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 99.1±1ms             | 97.2±1ms            | 0.98    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 52.3±4ms             | 48.8±2ms            | 0.93    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.09±0.1ms           | 4.03±0.07ms         | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 72.1±2ms             | 72.4±2ms            | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 54.8±2ms             | 53.3±1ms            | 0.97    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 563±8ms              | 569±4ms             | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 91.1±1ns             | 89.7±1ns            | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 55.2±2ms             | 55.6±2ms            | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 90.9±1ns             | 89.1±0.6ns          | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 499±4ms              | 499±4ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 40.4±0.8ms           | 40.6±1ms            | 1.00    | stats.PearsonR.time_lazy                                                                             |
|          | 19.3±0.2ms           | 18.9±0.3ms          | 0.98    | stats.PearsonR.time_real                                                                             |
|          | 24.6±0.5ms           | 23.1±1ms            | 0.94    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 59.2±0.8ms           | 57.4±0.7ms          | 0.97    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8760980458

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⏱️ Performance Benchmark Report: 424d6ad

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [7a324866]    | After [424d6ad1]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.37±0.02μs          | 4.32±0.03μs         | 0.99    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.85±0.08μs          | 4.96±0.07μs         | 1.02    | coords.AncillaryVariable.time_create                                                                 |
|          | 339±2ns              | 333±5ns             | 0.98    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.70±0.05μs          | 8.73±0.1μs          | 1.00    | coords.AuxCoord.time_create                                                                          |
|          | 314±4ns              | 324±10ns            | 1.03    | coords.AuxCoord.time_points                                                                          |
|          | 243±9μs              | 244±8μs             | 1.00    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.2±0.6μs           | 13.3±0.7μs          | 1.01    | coords.AuxCoordLazy.time_create                                                                      |
|          | 241±8μs              | 241±10μs            | 1.00    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.23±0.03μs          | 5.23±0.06μs         | 1.00    | coords.CellMeasure.time_create                                                                       |
|          | 1.11±0.01μs          | 1.11±0.01μs         | 1.00    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 108±2μs              | 108±0.5μs           | 1.00    | coords.DimCoord.time_create                                                                          |
|          | 30.2±0.4μs           | 30.3±0.8μs          | 1.00    | coords.DimCoord.time_regular                                                                         |
|          | 392±4ms              | 388±3ms             | 0.99    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 58.0±0.4μs           | 57.8±0.4μs          | 1.00    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.7±0.1μs           | 10.6±0.06μs         | 0.98    | cube.AncillaryVariable.time_create                                                                   |
|          | 65.3±0.4μs           | 64.3±0.3μs          | 0.98    | cube.AuxCoord.time_add                                                                               |
|          | 9.46±0.1μs           | 9.34±0.06μs         | 0.99    | cube.AuxCoord.time_create                                                                            |
|          | 5.06±0.04μs          | 5.07±0.07μs         | 1.00    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 3.75±0.03μs          | 3.71±0.03μs         | 0.99    | cube.AuxCoord.time_return_coords                                                                     |
|          | 39.1±0.5μs           | 38.5±0.6μs          | 0.98    | cube.AuxFactory.time_add                                                                             |
|          | 11.6±0.2μs           | 11.5±0.2μs          | 1.00    | cube.AuxFactory.time_create                                                                          |
|          | 59.0±1μs             | 57.9±0.7μs          | 0.98    | cube.CellMeasure.time_add                                                                            |
|          | 10.7±0.1μs           | 10.8±0.1μs          | 1.01    | cube.CellMeasure.time_create                                                                         |
|          | 51.9±0.4μs           | 51.6±0.2μs          | 0.99    | cube.CellMethod.time_add                                                                             |
|          | 7.54±0.07μs          | 7.49±0.04μs         | 0.99    | 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±0.7ms            | 131±0.7ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 6.98±0.05μs          | 6.95±0.03μs         | 1.00    | cube.Cube.time_basic                                                                                 |
|          | 51.7±1ns             | 51.0±0.6ns          | 0.99    | cube.Cube.time_rename                                                                                |
|          | 55.8±0.6μs           | 55.7±0.5μs          | 1.00    | cube.Equality.time_equality                                                                          |
|          | 344±5ms              | 342±2ms             | 0.99    | cube.Merge.time_merge                                                                                |
|          | 27.2±1μs             | 27.0±1μs            | 0.99    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 29.0±1μs             | 28.8±1μs            | 0.99    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 24.8±2μs             | 24.0±1μs            | 0.97    | cube.MeshCoord.time_add(6)                                                                           |
|          | 17.1±0.3μs           | 16.9±0.3μs          | 0.99    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 16.6±0.3μs           | 16.7±0.2μs          | 1.01    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 16.2±0.2μs           | 16.0±0.3μs          | 0.99    | cube.MeshCoord.time_create(6)                                                                        |
|          | 54.9±2μs             | 55.5±1μs            | 1.01    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 59.2±2μs             | 58.6±2μs            | 0.99    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 49.5±3μs             | 52.4±5μs            | 1.06    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.72±0.3ms           | 2.91±0.3ms          | 1.07    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.94±0.02ms          | 1.91±0.05ms         | 0.99    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 492±3ns              | 483±4ns             | 0.98    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 492±10ns             | 486±4ns             | 0.99    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 21.5±1ms             | 22.0±0.9ms          | 1.02    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.75±0.03ms          | 2.76±0.04ms         | 1.01    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 29.1±3ms             | 29.4±3ms            | 1.01    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 4.11±0.05ms          | 4.13±0.1ms          | 1.00    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.48±0.09ms          | 4.47±0.2ms          | 1.00    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.32±0.06ms          | 3.35±0.08ms         | 1.01    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 260±7μs              | 262±10μs            | 1.01    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 254±6μs              | 257±8μs             | 1.01    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 21.2±1ms             | 22.0±0.7ms          | 1.04    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 3.00±0.04ms          | 3.07±0.1ms          | 1.02    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 24.7±1ms             | 25.3±0.6ms          | 1.02    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.37±0.05ms          | 4.33±0.2ms          | 0.99    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 11.8±0.1μs           | 11.6±0.2μs          | 0.99    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 372±5μs              | 362±5μs             | 0.97    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.31±0.04μs          | 4.40±0.05μs         | 1.02    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.20±0.05μs          | 4.20±0.07μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 3.74±0.07μs          | 3.74±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 3.79±0.09μs          | 3.69±0.05μs         | 0.97    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.13±0.04μs          | 5.17±0.05μs         | 1.01    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.12±0.05μs          | 5.19±0.1μs          | 1.01    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 41.9±0.5μs           | 42.4±0.3μs          | 1.01    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 418±8μs              | 416±5μs             | 1.00    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 82.6±3ms             | 81.9±2ms            | 0.99    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 257±3μs              | 256±4μs             | 0.99    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 3.60±0.1μs           | 3.60±0.05μs         | 1.00    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 3.62±0.08μs          | 3.54±0.03μs         | 0.98    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 6.28±0.05μs          | 6.38±0.06μs         | 1.02    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 6.29±0.03μs          | 6.30±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.8±0.09μs          | 11.0±0.08μs         | 1.01    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 128±3ms              | 127±3ms             | 0.99    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.37±0.04μs          | 5.51±0.06μs         | 1.03    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 3.78±0.02ms          | 3.81±0.02ms         | 1.01    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 3.73±0.1ms           | 3.76±0.06ms         | 1.01    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 191±2μs              | 197±3μs             | 1.03    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.42±0.04μs          | 3.46±0.05μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 4.02±0.03μs          | 4.00±0.03μs         | 0.99    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.77±0.03μs          | 2.77±0.02μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.79±0.1ms           | 7.71±0.1ms          | 0.99    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 131±3ms              | 129±2ms             | 0.98    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 12.5±0.4μs           | 12.5±0.4μs          | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 3.80±0.06ms          | 3.79±0.06ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 3.82±0.05ms          | 3.85±0.06ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 244±5μs              | 246±8μs             | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.70±0.08ms          | 2.80±0.2ms          | 1.04    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.85±0.1ms           | 4.99±0.3ms          | 1.03    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 8.07±0.4μs           | 8.25±0.4μs          | 1.02    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 31.9±1μs             | 31.5±0.8μs          | 0.99    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 431±20μs             | 428±10μs            | 0.99    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 18.7±0.7μs           | 18.6±0.7μs          | 1.00    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 17.1±1μs             | 17.5±1μs            | 1.02    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 15.4±0.7μs           | 15.5±0.4μs          | 1.01    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 15.5±0.6μs           | 15.3±0.6μs          | 0.98    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 19.0±0.6μs           | 18.9±0.5μs          | 1.00    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 18.7±0.5μs           | 18.9±0.6μs          | 1.01    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 78.8±3μs             | 80.1±2μs            | 1.02    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 476±10μs             | 476±10μs            | 1.00    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 81.7±3ms             | 81.8±2ms            | 1.00    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 350±10μs             | 348±10μs            | 1.00    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 16.8±0.8μs           | 16.9±0.7μs          | 1.00    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 16.7±0.5μs           | 16.4±0.7μs          | 0.98    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 31.1±0.9μs           | 31.2±0.9μs          | 1.00    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 31.2±1μs             | 30.7±1μs            | 0.98    | 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)                                                        |
|          | 410±5ns              | 404±6ns             | 0.99    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 261±2ms              | 262±2ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 14.2±0.2ms           | 14.2±0.3ms          | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 16.2±0.4ms           | 15.9±0.3ms          | 0.98    | 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) |
|          | 108±2ms              | 107±2ms             | 0.99    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 725±9ms              | 720±4ms             | 0.99    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 69.7±3ms             | 67.8±1ms            | 0.97    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 673±6ms              | 667±3ms             | 0.99    | 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)                  |
|          | 665±5μs              | 667±6μs             | 1.00    | import_iris.Iris.time__concatenate                                                                   |
|          | 183±2μs              | 184±1μs             | 1.01    | import_iris.Iris.time__constraints                                                                   |
|          | 111±1μs              | 111±3μs             | 1.00    | import_iris.Iris.time__data_manager                                                                  |
|          | 93.5±0.6μs           | 93.7±0.9μs          | 1.00    | import_iris.Iris.time__deprecation                                                                   |
|          | 119±0.9μs            | 121±3μs             | 1.02    | import_iris.Iris.time__lazy_data                                                                     |
|          | 911±7μs              | 908±4μs             | 1.00    | import_iris.Iris.time__merge                                                                         |
|          | 77.2±0.4μs           | 78.0±0.6μs          | 1.01    | import_iris.Iris.time__representation                                                                |
|          | 495±7μs              | 496±7μs             | 1.00    | import_iris.Iris.time_analysis                                                                       |
|          | 141±2μs              | 144±4μs             | 1.02    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 109±2μs              | 110±0.8μs           | 1.01    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 248±2μs              | 244±2μs             | 0.99    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 187±2μs              | 187±2μs             | 1.00    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 112±0.3μs            | 112±2μs             | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 139±0.8μs            | 141±2μs             | 1.01    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 333±5μs              | 329±6μs             | 0.99    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 92.6±0.8μs           | 94.9±1μs            | 1.02    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 218±4μs              | 218±3μs             | 1.00    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 97.9±1μs             | 97.9±2μs            | 1.00    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 176±3μs              | 176±4μs             | 1.00    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 303±3μs              | 314±8μs             | 1.04    | import_iris.Iris.time_aux_factory                                                                    |
|          | 86.1±0.9μs           | 85.7±1μs            | 1.00    | import_iris.Iris.time_common                                                                         |
|          | 164±3μs              | 167±3μs             | 1.02    | import_iris.Iris.time_common_lenient                                                                 |
|          | 990±10μs             | 995±10μs            | 1.00    | import_iris.Iris.time_common_metadata                                                                |
|          | 134±2μs              | 134±4μs             | 1.00    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.17±0ms             | 1.17±0.02ms         | 1.00    | import_iris.Iris.time_common_resolve                                                                 |
|          | 204±3μs              | 201±3μs             | 0.98    | import_iris.Iris.time_config                                                                         |
|          | 116±1μs              | 116±1μs             | 1.00    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 354±4μs              | 355±7μs             | 1.00    | import_iris.Iris.time_coord_systems                                                                  |
|          | 740±6μs              | 733±10μs            | 0.99    | import_iris.Iris.time_coords                                                                         |
|          | 681±9μs              | 703±20μs            | 1.03    | import_iris.Iris.time_cube                                                                           |
|          | 226±3μs              | 227±5μs             | 1.00    | import_iris.Iris.time_exceptions                                                                     |
|          | 79.3±0.4μs           | 77.9±0.6μs          | 0.98    | import_iris.Iris.time_experimental                                                                   |
|          | 188±3μs              | 190±3μs             | 1.01    | import_iris.Iris.time_fileformats                                                                    |
|          | 252±4μs              | 254±5μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.72±0.02ms          | 2.70±0.05ms         | 0.99    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 79.5±0.8μs           | 79.5±0.6μs          | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 115±0.8μs            | 115±5μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 358±5μs              | 356±9μs             | 1.00    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.62±0.1ms           | 5.65±0.4ms          | 1.00    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 74.7±0.7μs           | 76.1±0.9μs          | 1.02    | import_iris.Iris.time_fileformats_name                                                               |
|          | 259±2μs              | 257±3μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 119±0.9μs            | 120±2μs             | 1.01    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 120±3μs              | 122±2μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 206±2μs              | 212±6μs             | 1.03    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 767±6μs              | 779±10μs            | 1.02    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 180±2μs              | 181±2μs             | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 135±1μs              | 135±0.9μs           | 1.00    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 514±2μs              | 510±5μs             | 0.99    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 223±3μs              | 223±5μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 83.7±0.7μs           | 84.8±0.8μs          | 1.01    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 161±2μs              | 161±2μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 140±3μs              | 138±2μs             | 0.98    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 75.6±1μs             | 79.3±0.9μs          | 1.05    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 82.7±1μs             | 81.8±0.8μs          | 0.99    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 984±4μs              | 983±4μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 139±4μs              | 138±1μs             | 0.99    | import_iris.Iris.time_io                                                                             |
|          | 176±4μs              | 174±2μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                               |
|          | 204±2μs              | 204±2μs             | 1.00    | import_iris.Iris.time_iris                                                                           |
|          | 129±1μs              | 129±3μs             | 1.00    | import_iris.Iris.time_iterate                                                                        |
|          | 8.53±0.04ms          | 8.61±0.1ms          | 1.01    | import_iris.Iris.time_palette                                                                        |
|          | 338±4μs              | 337±5μs             | 1.00    | import_iris.Iris.time_plot                                                                           |
|          | 105±0.9μs            | 103±2μs             | 0.98    | import_iris.Iris.time_quickplot                                                                      |
|          | 2.10±0.03ms          | 2.11±0.04ms         | 1.01    | import_iris.Iris.time_std_names                                                                      |
|          | 1.76±0.01ms          | 1.75±0.01ms         | 1.00    | import_iris.Iris.time_symbols                                                                        |
|          | 41.3±1ms             | 41.6±0.7ms          | 1.01    | import_iris.Iris.time_tests                                                                          |
|          | 231±2μs              | 233±3μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.92±0.04ms          | 4.94±0.09ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 107±1μs              | 106±2μs             | 0.99    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.82±0.01ms          | 2.82±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.06±0.01ms          | 1.07±0.01ms         | 1.01    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 160±1μs              | 159±2μs             | 1.00    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 101±0.4μs            | 100±2μs             | 0.99    | import_iris.Iris.time_time                                                                           |
|          | 319±2μs              | 316±10μs            | 0.99    | import_iris.Iris.time_util                                                                           |
|          | 75.5±0.8μs           | 75.0±1μs            | 0.99    | iterate.IZip.time_izip                                                                               |
|          | 8.25±0.2ms           | 8.06±0.06ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 25.6±0.4ms           | 24.9±0.4ms          | 0.97    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.97±0.08ms          | 8.87±0.2ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.19±0.2ms           | 8.07±0.1ms          | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 21.8±0.3ms           | 21.3±0.2ms          | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.83±0.1ms           | 8.88±0.1ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.36±0.01s           | 1.36±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 20.7±0.4ms           | 20.9±0.4ms          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.52±0.01s           | 1.52±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.35±0.01s           | 1.36±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 21.1±0.2ms           | 20.7±0.2ms          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.51±0.02s           | 1.52±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.90±0.06ms          | 3.93±0.07ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 20.5±0.3ms           | 20.0±0.1ms          | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.19±0.03ms          | 4.15±0.02ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.92±0.08ms          | 3.87±0.04ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 20.5±0.2ms           | 20.1±0.2ms          | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.14±0.02ms          | 4.14±0.05ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 34.5±2ms             | 35.4±2ms            | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.9±0.4ms           | 20.7±0.4ms          | 1.04    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.8±1ms             | 14.2±2ms            | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 25.8±1ms             | 25.7±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 73.2±1ms             | 73.5±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 26.1±2ms             | 26.1±0.6ms          | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 444±4ms              | 449±5ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 3.17±0.1ms           | 3.06±0.2ms          | 0.97    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 452±4ms              | 453±5ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 453±2ms              | 456±8ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 3.08±0.2ms           | 3.25±0.2ms          | 1.05    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 456±5ms              | 468±10ms            | 1.03    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.59±0.06ms          | 1.62±0.08ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 3.11±0.1ms           | 3.06±0.2ms          | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.60±0.05ms          | 1.58±0.08ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.60±0.1ms           | 1.60±0.1ms          | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 3.06±0.07ms          | 3.22±0.09ms         | 1.05    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.63±0.1ms           | 1.62±0.1ms          | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 356±4ms              | 361±5ms             | 1.01    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.15±0.09ms          | 8.23±0.03ms         | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 9.02±0.2ms           | 9.07±0.1ms          | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.38±0.01s           | 1.38±0.02s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.53±0.01s           | 1.55±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.97±0.05ms          | 3.91±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.22±0.08ms          | 4.20±0.05ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.23±0.2ms           | 8.12±0.05ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.75±0.04ms          | 4.73±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.35±0.01s           | 1.36±0.01s          | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 381±7ms              | 379±2ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.86±0.02ms          | 3.90±0.02ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.53±0.02ms          | 3.51±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 153±2ms              | 152±2ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 24.5±0.5ms           | 23.4±0.3ms          | 0.95    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 167±2ms              | 169±3ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 30.3±0.8ms           | 29.9±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 23.7±0.1ms           | 24.1±0.5ms          | 1.02    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 32.2±0.4ms           | 31.9±0.3ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.7±0.2ms           | 18.0±0.5ms          | 1.02    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 40.5±0.6ms           | 40.5±0.5ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 14.3±0.2ms           | 14.5±0.3ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 22.7±0.3ms           | 22.9±0.2ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 17.9±0.4ms           | 18.1±0.3ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 20.5±0.3ms           | 21.4±0.3ms          | 1.05    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 14.3±0.4ms           | 14.3±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 17.6±0.6ms           | 18.0±0.3ms          | 1.02    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 19.0±0.4ms           | 19.0±0.5ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 48.9±0.7ms           | 48.7±0.3ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 19.2±0.5ms           | 18.8±0.3ms          | 0.98    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 22.2±0.2ms           | 22.9±0.4ms          | 1.03    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.96±0.2ms           | 3.14±0.2ms          | 1.06    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.81±0.1ms           | 5.83±0.1ms          | 1.00    | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 40.6±1ms             | 42.3±0.9ms          | 1.04    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 840±20ms             | 838±20ms            | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 77.3±0.3ns           | 78.4±0.9ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 749±5ns              | 746±6ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 77.5±0.3ns           | 77.3±0.7ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 739±8ns              | 753±8ns             | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 77.6±0.4ns           | 78.0±1ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 848±10ns             | 854±10ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 77.9±0.3ns           | 80.6±1ns            | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 901±5ns              | 908±6ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 77.4±0.3ns           | 77.3±0.8ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 840±10ns             | 858±6ns             | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 78.2±0.8ns           | 77.0±1ns            | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 966±10ns             | 970±10ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 886±10ns             | 888±7ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 6.92±0.08μs          | 6.90±0.03μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 67.1±0.8μs           | 66.1±0.2μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 894±3ns              | 886±20ns            | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 6.99±0.03μs          | 6.88±0.04μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 65.3±0.2μs           | 65.7±0.7μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 928±8ns              | 920±8ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.38±0.09μs          | 7.35±0.03μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 71.2±0.9μs           | 70.3±0.4μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 952±10ns             | 957±4ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.71±0.07μs          | 7.72±0.04μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 73.8±0.7μs           | 74.0±0.3μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 947±9ns              | 936±9ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.41±0.08μs          | 7.40±0.06μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 71.0±0.4μs           | 70.4±0.6μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1.01±0.02μs          | 999±20ns            | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.02±0.1μs           | 8.06±0.05μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 78.1±1μs             | 77.6±0.3μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 84.0±0.5ns           | 84.0±0.4ns          | 1.00    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 82.0±0.5ns           | 81.1±0.4ns          | 0.99    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 776±7ns              | 779±3ns             | 1.00    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 83.2±0.6ns           | 81.6±0.4ns          | 0.98    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 84.0±0.5ns           | 84.3±0.8ns          | 1.00    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 82.5±0.7ns           | 81.8±0.7ns          | 0.99    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 766±10ns             | 762±6ns             | 0.99    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 115±2ns              | 117±3ns             | 1.02    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.45±0.03μs          | 3.45±0.04μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.57±0.03μs          | 4.56±0.08μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.39±0.09μs          | 4.41±0.09μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 556±4ns              | 554±7ns             | 1.00    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 426±5ns              | 423±2ns             | 0.99    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 456±3ns              | 445±4ns             | 0.98    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 370±3ms              | 372±5ms             | 1.01    | plot.AuxSort.time_aux_sort                                                                           |
|          | 83.0±5ms             | 80.8±4ms            | 0.97    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 98.9±0.9ms           | 99.1±0.7ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 51.3±2ms             | 53.1±2ms            | 1.03    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.14±0.06ms          | 4.08±0.06ms         | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 73.6±1ms             | 73.7±2ms            | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 53.2±0.7ms           | 52.8±0.4ms          | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 574±5ms              | 574±7ms             | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 91.2±0.7ns           | 91.8±1ns            | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 56.7±1ms             | 57.0±0.5ms          | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 90.0±1ns             | 91.0±1ns            | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 510±8ms              | 509±3ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 40.4±1ms             | 40.6±0.5ms          | 1.00    | stats.PearsonR.time_lazy                                                                             |
|          | 19.3±0.2ms           | 19.3±0.1ms          | 1.00    | stats.PearsonR.time_real                                                                             |
|          | 23.9±0.7ms           | 24.5±0.6ms          | 1.03    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 59.1±0.7ms           | 58.8±0.7ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8760980447

@trexfeathers
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FYI I checked the imagetest locally and the failure is not concerning - some text has moved horizontally but only slightly. Note I'm not currently intending to fully address the failures here as I'm working elsewhere.

@trexfeathers trexfeathers self-assigned this Apr 25, 2024
@trexfeathers
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Regarding the warning in the docs build:

pickling environment... WARNING: cannot cache unpickable configuration value: 'sphinx_gallery_conf' (because it contains a function, class, or module object)

This will be fixed when sphinx-gallery/sphinx-gallery#1289 is released, which sounds like it could be soon.

Proposed action

(Remember that any changes should be made in a new pull request based on this branch, replacing this pull request).

@trexfeathers
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sphinx-gallery 0.16 was released yesterday. Still waiting for action to get it onto conda-forge (sphinx-gallery-feedstock).

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github-actions bot commented May 1, 2024

⏱️ Performance Benchmark Report: 51da245

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [8b41ca8a]    | After [51da245c]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.42±0.08μs          | 4.37±0.04μs         | 0.99    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 5.02±0.08μs          | 4.88±0.06μs         | 0.97    | coords.AncillaryVariable.time_create                                                                 |
|          | 341±3ns              | 338±2ns             | 0.99    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.68±0.09μs          | 8.68±0.07μs         | 1.00    | coords.AuxCoord.time_create                                                                          |
|          | 311±3ns              | 310±3ns             | 1.00    | coords.AuxCoord.time_points                                                                          |
|          | 241±9μs              | 244±10μs            | 1.01    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 12.9±0.6μs           | 12.7±0.7μs          | 0.99    | coords.AuxCoordLazy.time_create                                                                      |
|          | 239±9μs              | 240±9μs             | 1.01    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.29±0.1μs           | 5.26±0.08μs         | 1.00    | coords.CellMeasure.time_create                                                                       |
|          | 1.13±0.03μs          | 1.11±0.01μs         | 0.99    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 107±1μs              | 106±0.9μs           | 0.99    | coords.DimCoord.time_create                                                                          |
|          | 29.9±0.5μs           | 30.2±0.6μs          | 1.01    | coords.DimCoord.time_regular                                                                         |
|          | 387±3ms              | 386±6ms             | 1.00    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 59.0±0.5μs           | 57.8±0.9μs          | 0.98    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.6±0.09μs          | 10.6±0.07μs         | 1.00    | cube.AncillaryVariable.time_create                                                                   |
|          | 64.8±0.9μs           | 65.0±2μs            | 1.00    | cube.AuxCoord.time_add                                                                               |
|          | 9.56±0.08μs          | 9.44±0.06μs         | 0.99    | cube.AuxCoord.time_create                                                                            |
|          | 5.12±0.04μs          | 5.10±0.05μs         | 1.00    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 3.75±0.03μs          | 3.76±0.06μs         | 1.00    | cube.AuxCoord.time_return_coords                                                                     |
|          | 38.7±0.8μs           | 38.3±0.6μs          | 0.99    | cube.AuxFactory.time_add                                                                             |
|          | 11.5±0.2μs           | 11.7±0.2μs          | 1.02    | cube.AuxFactory.time_create                                                                          |
|          | 57.7±0.7μs           | 57.3±0.9μs          | 0.99    | cube.CellMeasure.time_add                                                                            |
|          | 10.8±0.09μs          | 10.8±0.2μs          | 0.99    | cube.CellMeasure.time_create                                                                         |
|          | 52.1±0.4μs           | 52.1±0.6μs          | 1.00    | cube.CellMethod.time_add                                                                             |
|          | 7.65±0.09μs          | 7.64±0.09μs         | 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                                                                     |
|          | 130±0.3ms            | 130±0.5ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 7.08±0.1μs           | 7.10±0.09μs         | 1.00    | cube.Cube.time_basic                                                                                 |
|          | 50.8±1ns             | 52.7±2ns            | 1.04    | cube.Cube.time_rename                                                                                |
|          | 56.7±0.6μs           | 56.1±1μs            | 0.99    | cube.Equality.time_equality                                                                          |
|          | 331±3ms              | 331±3ms             | 1.00    | cube.Merge.time_merge                                                                                |
|          | 26.3±0.9μs           | 28.1±1μs            | 1.07    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 27.9±1μs             | 28.7±1μs            | 1.03    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 23.5±0.8μs           | 24.5±1μs            | 1.04    | cube.MeshCoord.time_add(6)                                                                           |
|          | 16.8±0.2μs           | 17.2±0.3μs          | 1.02    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 16.7±0.2μs           | 17.0±0.2μs          | 1.02    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 16.2±0.2μs           | 16.2±0.2μs          | 1.00    | cube.MeshCoord.time_create(6)                                                                        |
|          | 53.6±4μs             | 56.5±3μs            | 1.05    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 58.1±1μs             | 58.0±2μs            | 1.00    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 51.3±4μs             | 53.3±5μs            | 1.04    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.51±0.2ms           | 2.45±0.3ms          | 0.98    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.91±0.03ms          | 1.91±0.03ms         | 1.00    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 492±30ns             | 487±10ns            | 0.99    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 490±20ns             | 489±10ns            | 1.00    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 21.3±0.9ms           | 21.3±0.7ms          | 1.00    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.74±0.03ms          | 2.74±0.05ms         | 1.00    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 28.7±3ms             | 29.1±3ms            | 1.02    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 4.09±0.06ms          | 4.09±0.07ms         | 1.00    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.22±0.2ms           | 4.35±0.2ms          | 1.03    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.29±0.05ms          | 3.33±0.05ms         | 1.01    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 261±7μs              | 258±7μs             | 0.99    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 255±7μs              | 258±5μs             | 1.02    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 21.7±0.5ms           | 21.2±0.5ms          | 0.97    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 2.96±0.02ms          | 3.01±0.07ms         | 1.02    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 24.4±0.8ms           | 23.9±0.4ms          | 0.98    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.35±0.06ms          | 4.40±0.06ms         | 1.01    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 11.7±0.3μs           | 11.5±0.1μs          | 0.98    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 392±6μs              | 391±6μs             | 1.00    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.28±0.03μs          | 4.33±0.03μs         | 1.01    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.19±0.04μs          | 4.21±0.06μs         | 1.01    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 3.76±0.07μs          | 3.78±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 3.71±0.09μs          | 3.72±0.05μs         | 1.00    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.16±0.04μs          | 5.18±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.11±0.05μs          | 5.20±0.04μs         | 1.02    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 42.1±0.5μs           | 42.2±0.6μs          | 1.00    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 450±7μs              | 451±8μs             | 1.00    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 78.4±2ms             | 80.1±3ms            | 1.02    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 257±3μs              | 263±1μs             | 1.02    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 3.63±0.07μs          | 3.59±0.04μs         | 0.99    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 3.53±0.08μs          | 3.58±0.06μs         | 1.02    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 6.35±0.05μs          | 6.29±0.08μs         | 0.99    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 6.28±0.05μs          | 6.34±0.08μs         | 1.01    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.9±0.1μs           | 10.8±0.08μs         | 0.99    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 122±3ms              | 124±2ms             | 1.01    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.46±0.09μs          | 5.52±0.1μs          | 1.01    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 4.14±0.03ms          | 4.08±0.08ms         | 0.99    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 4.09±0.04ms          | 4.12±0.06ms         | 1.01    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 194±2μs              | 194±3μs             | 1.00    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.39±0.06μs          | 3.40±0.07μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 3.89±0.02μs          | 4.00±0.04μs         | 1.03    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.76±0.02μs          | 2.80±0.04μs         | 1.02    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.45±0.1ms           | 7.78±0.2ms          | 1.04    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 121±3ms              | 124±3ms             | 1.02    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.8±0.5μs           | 12.0±0.5μs          | 1.02    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 4.13±0.05ms          | 4.16±0.06ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 4.12±0.06ms          | 4.07±0.06ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 241±10μs             | 244±5μs             | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.60±0.07ms          | 2.64±0.1ms          | 1.01    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.63±0.1ms           | 4.69±0.1ms          | 1.01    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 7.76±0.6μs           | 7.98±0.7μs          | 1.03    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 32.3±1μs             | 32.3±1μs            | 1.00    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 454±10μs             | 447±8μs             | 0.98    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 18.3±1μs             | 18.9±0.7μs          | 1.03    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 18.7±3μs             | 16.7±1μs            | 0.89    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 15.5±0.4μs           | 16.0±0.8μs          | 1.03    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 14.9±0.4μs           | 15.0±0.7μs          | 1.01    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 19.9±0.9μs           | 19.3±0.9μs          | 0.97    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 19.3±0.9μs           | 19.3±0.5μs          | 1.00    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 81.2±3μs             | 79.5±3μs            | 0.98    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 512±10μs             | 494±10μs            | 0.97    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 80.5±4ms             | 78.8±2ms            | 0.98    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 343±20μs             | 344±20μs            | 1.00    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 17.5±0.8μs           | 16.9±0.7μs          | 0.96    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 16.5±0.8μs           | 16.1±0.7μs          | 0.98    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 31.3±0.6μs           | 30.9±0.8μs          | 0.99    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 30.7±2μs             | 31.6±1μs            | 1.03    | 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)                                                        |
|          | 404±5ns              | 402±10ns            | 0.99    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 261±3ms              | 263±2ms             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 14.7±0.2ms           | 14.9±0.2ms          | 1.02    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 16.3±0.1ms           | 16.5±0.2ms          | 1.01    | 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±2ms              | 106±3ms             | 0.99    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 709±4ms              | 708±10ms            | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 66.7±0.6ms           | 67.1±1ms            | 1.01    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 670±5ms              | 664±9ms             | 0.99    | 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±7μs              | 664±10μs            | 1.00    | import_iris.Iris.time__concatenate                                                                   |
|          | 181±5μs              | 179±2μs             | 0.99    | import_iris.Iris.time__constraints                                                                   |
|          | 112±1μs              | 110±1μs             | 0.99    | import_iris.Iris.time__data_manager                                                                  |
|          | 94.9±2μs             | 94.3±0.9μs          | 0.99    | import_iris.Iris.time__deprecation                                                                   |
|          | 136±1μs              | 135±0.9μs           | 0.99    | import_iris.Iris.time__lazy_data                                                                     |
|          | 907±8μs              | 915±10μs            | 1.01    | import_iris.Iris.time__merge                                                                         |
|          | 77.0±1μs             | 77.5±0.6μs          | 1.01    | import_iris.Iris.time__representation                                                                |
|          | 487±7μs              | 491±7μs             | 1.01    | import_iris.Iris.time_analysis                                                                       |
|          | 142±1μs              | 141±3μs             | 0.99    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 110±0.6μs            | 109±1μs             | 0.99    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 243±1μs              | 242±2μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 185±2μs              | 189±3μs             | 1.02    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 112±1μs              | 113±3μs             | 1.02    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 140±1μs              | 138±1μs             | 0.99    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 328±3μs              | 328±9μs             | 1.00    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 94.5±2μs             | 94.1±1μs            | 1.00    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 219±1μs              | 218±2μs             | 0.99    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 98.7±2μs             | 97.7±1μs            | 0.99    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 173±3μs              | 173±1μs             | 1.00    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 297±3μs              | 302±6μs             | 1.01    | import_iris.Iris.time_aux_factory                                                                    |
|          | 84.9±1μs             | 84.8±1μs            | 1.00    | import_iris.Iris.time_common                                                                         |
|          | 163±0.9μs            | 167±1μs             | 1.02    | import_iris.Iris.time_common_lenient                                                                 |
|          | 975±6μs              | 982±10μs            | 1.01    | import_iris.Iris.time_common_metadata                                                                |
|          | 133±0.6μs            | 133±2μs             | 1.00    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.17±0ms             | 1.18±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                                 |
|          | 199±3μs              | 201±3μs             | 1.01    | import_iris.Iris.time_config                                                                         |
|          | 119±2μs              | 114±1μs             | 0.96    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 355±5μs              | 349±3μs             | 0.98    | import_iris.Iris.time_coord_systems                                                                  |
|          | 737±10μs             | 739±8μs             | 1.00    | import_iris.Iris.time_coords                                                                         |
|          | 661±5μs              | 676±20μs            | 1.02    | import_iris.Iris.time_cube                                                                           |
|          | 225±3μs              | 225±2μs             | 1.00    | import_iris.Iris.time_exceptions                                                                     |
|          | 77.8±0.8μs           | 78.7±0.6μs          | 1.01    | import_iris.Iris.time_experimental                                                                   |
|          | 188±1μs              | 193±3μs             | 1.02    | import_iris.Iris.time_fileformats                                                                    |
|          | 247±1μs              | 247±2μs             | 1.00    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.73±0.04ms          | 2.72±0.01ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 78.9±1μs             | 80.0±1μs            | 1.01    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 113±1μs              | 114±1μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 347±3μs              | 355±8μs             | 1.02    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.27±0.04ms          | 5.37±0.05ms         | 1.02    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 75.7±1μs             | 75.0±1μs            | 0.99    | import_iris.Iris.time_fileformats_name                                                               |
|          | 256±2μs              | 256±2μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 120±0.8μs            | 119±1μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 122±2μs              | 120±1μs             | 0.98    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 206±5μs              | 204±2μs             | 0.99    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 767±4μs              | 766±2μs             | 1.00    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 181±1μs              | 177±2μs             | 0.98    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 133±1μs              | 135±1μs             | 1.01    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 511±2μs              | 512±5μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 218±2μs              | 219±4μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 83.6±1μs             | 84.8±1μs            | 1.01    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 159±2μs              | 160±3μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 136±2μs              | 138±3μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 75.7±0.7μs           | 76.5±0.8μs          | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 83.0±0.9μs           | 82.1±1μs            | 0.99    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 987±20μs             | 990±5μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 137±1μs              | 136±2μs             | 1.00    | import_iris.Iris.time_io                                                                             |
|          | 176±2μs              | 175±3μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                               |
|          | 203±4μs              | 206±2μs             | 1.01    | import_iris.Iris.time_iris                                                                           |
|          | 128±2μs              | 129±2μs             | 1.01    | import_iris.Iris.time_iterate                                                                        |
|          | 8.59±0.09ms          | 8.48±0.08ms         | 0.99    | import_iris.Iris.time_palette                                                                        |
|          | 335±5μs              | 334±3μs             | 0.99    | import_iris.Iris.time_plot                                                                           |
|          | 105±1μs              | 104±1μs             | 0.99    | import_iris.Iris.time_quickplot                                                                      |
|          | 2.11±0.02ms          | 2.09±0.02ms         | 0.99    | import_iris.Iris.time_std_names                                                                      |
|          | 1.79±0.02ms          | 1.77±0.01ms         | 0.99    | import_iris.Iris.time_symbols                                                                        |
|          | 110±2ms              | 109±5ms             | 0.99    | import_iris.Iris.time_tests                                                                          |
|          | 228±3μs              | 231±5μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.83±0.07ms          | 4.93±0.05ms         | 1.02    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 107±1μs              | 108±1μs             | 1.01    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.86±0.02ms          | 2.80±0.01ms         | 0.98    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.06±0.01ms          | 1.07±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 161±3μs              | 160±2μs             | 0.99    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 99.9±1μs             | 101±2μs             | 1.01    | import_iris.Iris.time_time                                                                           |
|          | 320±4μs              | 314±0.9μs           | 0.98    | import_iris.Iris.time_util                                                                           |
|          | 75.5±2μs             | 76.8±0.6μs          | 1.02    | iterate.IZip.time_izip                                                                               |
|          | 8.17±0.1ms           | 8.12±0.05ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 24.8±0.4ms           | 24.9±0.5ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.75±0.1ms           | 8.86±0.2ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.28±0.08ms          | 8.10±0.05ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 21.3±0.4ms           | 21.4±0.4ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.94±0.1ms           | 8.98±0.1ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.37±0.02s           | 1.36±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 21.0±0.2ms           | 21.5±0.3ms          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.52±0.01s           | 1.51±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.35±0.01s           | 1.38±0.01s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 21.7±0.4ms           | 21.4±0.3ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.52±0.02s           | 1.51±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.94±0.04ms          | 3.93±0.04ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 19.7±0.5ms           | 20.3±0.5ms          | 1.03    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.22±0.06ms          | 4.22±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.94±0.06ms          | 3.99±0.08ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 19.9±0.4ms           | 20.3±0.2ms          | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.19±0.06ms          | 4.19±0.03ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 32.3±3ms             | 32.8±2ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.7±0.5ms           | 18.9±0.3ms          | 0.96    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.7±2ms             | 13.7±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 26.0±2ms             | 25.7±1ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 70.7±2ms             | 70.9±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.9±2ms             | 26.4±2ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 444±6ms              | 447±4ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.93±0.1ms           | 2.77±0.1ms          | 0.95    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 451±7ms              | 449±6ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 449±4ms              | 444±5ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.87±0.1ms           | 2.88±0.1ms          | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 450±5ms              | 452±8ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.52±0.1ms           | 1.56±0.08ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.92±0.1ms           | 2.82±0.09ms         | 0.96    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.64±0.1ms           | 1.59±0.08ms         | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.58±0.07ms          | 1.54±0.1ms          | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 3.01±0.1ms           | 2.99±0.1ms          | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.55±0.05ms          | 1.62±0.08ms         | 1.04    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 360±6ms              | 356±3ms             | 0.99    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.28±0.08ms          | 8.15±0.06ms         | 0.98    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 9.13±0.07ms          | 8.99±0.08ms         | 0.98    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.39±0.01s           | 1.37±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.55±0.02s           | 1.53±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 4.02±0.04ms          | 3.96±0.03ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.23±0.05ms          | 4.26±0.04ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.23±0.04ms          | 8.10±0.07ms         | 0.98    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.79±0.04ms          | 4.78±0.06ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.35±0.01s           | 1.35±0.02s          | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 376±3ms              | 374±4ms             | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.92±0.03ms          | 3.90±0.04ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.59±0.05ms          | 3.55±0.04ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 152±1ms              | 152±2ms             | 1.00    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 23.6±0.5ms           | 23.4±0.1ms          | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 167±2ms              | 165±1ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 30.3±0.5ms           | 29.5±0.2ms          | 0.97    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 23.3±0.3ms           | 23.0±0.4ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 31.9±0.2ms           | 31.7±0.2ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.6±0.5ms           | 17.8±0.7ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 42.4±0.6ms           | 42.4±0.7ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 14.4±0.5ms           | 14.4±0.5ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 22.9±0.5ms           | 22.8±0.7ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 18.2±0.8ms           | 17.6±1ms            | 0.97    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 21.4±0.5ms           | 20.6±0.8ms          | 0.96    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 14.7±0.5ms           | 14.2±0.5ms          | 0.97    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 17.4±0.6ms           | 17.4±0.4ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.5±0.6ms           | 18.8±0.6ms          | 1.01    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 51.2±0.6ms           | 51.2±1ms            | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 19.2±0.6ms           | 18.2±0.7ms          | 0.95    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 22.5±0.5ms           | 22.9±0.4ms          | 1.02    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.97±0.2ms           | 2.76±0.2ms          | 0.93    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 4.24±0.8ms           | 5.53±0.9ms          | ~1.30   | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 41.9±2ms             | 39.7±2ms            | 0.95    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 820±7ms              | 813±6ms             | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 77.6±0.3ns           | 78.7±0.7ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 749±6ns              | 757±10ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 77.4±0.4ns           | 78.2±2ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 747±4ns              | 745±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 77.3±0.3ns           | 78.0±0.8ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 862±6ns              | 860±20ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 77.3±0.1ns           | 78.9±1ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 919±8ns              | 903±20ns            | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 77.5±0.2ns           | 78.6±0.8ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 861±4ns              | 846±20ns            | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 77.8±0.3ns           | 78.7±0.5ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 986±8ns              | 978±20ns            | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 893±10ns             | 893±20ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 7.14±0.05μs          | 6.97±0.2μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 66.5±0.7μs           | 65.5±0.4μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 897±5ns              | 879±10ns            | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 7.08±0.1μs           | 6.93±0.06μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 66.1±0.6μs           | 66.0±0.9μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 970±20ns             | 933±10ns            | 0.96    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.47±0.07μs          | 7.31±0.2μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 71.5±1μs             | 71.4±0.9μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 991±20ns             | 953±3ns             | 0.96    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.82±0.07μs          | 7.84±0.05μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 75.5±0.5μs           | 73.5±1μs            | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 934±4ns              | 916±10ns            | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.50±0.07μs          | 7.39±0.2μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 72.8±3μs             | 69.6±0.6μs          | 0.96    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1.02±0.01μs          | 990±6ns             | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.32±0.03μs          | 8.24±0.2μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 79.8±2μs             | 78.0±0.7μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 83.6±0.7ns           | 83.7±1ns            | 1.00    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 81.9±0.8ns           | 82.2±0.6ns          | 1.00    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 789±10ns             | 786±20ns            | 1.00    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 82.5±2ns             | 81.9±0.5ns          | 0.99    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 83.4±0.5ns           | 83.4±0.4ns          | 1.00    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 82.5±1ns             | 82.6±0.4ns          | 1.00    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 788±10ns             | 779±30ns            | 0.99    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 114±0.5ns            | 115±2ns             | 1.02    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.53±0.08μs          | 3.55±0.02μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.61±0.06μs          | 4.59±0.05μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.60±0.04μs          | 4.53±0.05μs         | 0.99    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 549±2ns              | 563±6ns             | 1.02    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 428±3ns              | 424±2ns             | 0.99    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 460±10ns             | 449±5ns             | 0.98    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 366±2ms              | 368±3ms             | 1.01    | plot.AuxSort.time_aux_sort                                                                           |
|          | 75.5±5ms             | 75.9±4ms            | 1.00    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 98.6±0.9ms           | 98.1±0.8ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 48.8±1ms             | 50.2±3ms            | 1.03    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.11±0.06ms          | 4.08±0.04ms         | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 72.6±1ms             | 71.7±2ms            | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 52.7±1ms             | 51.8±0.8ms          | 0.98    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 569±3ms              | 569±7ms             | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 90.1±1ns             | 91.2±2ns            | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 56.1±0.9ms           | 55.3±1ms            | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 89.3±0.6ns           | 91.2±3ns            | 1.02    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 497±3ms              | 496±5ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 42.0±1ms             | 42.0±1ms            | 1.00    | stats.PearsonR.time_lazy                                                                             |
|          | 19.1±0.2ms           | 18.9±0.6ms          | 0.99    | stats.PearsonR.time_real                                                                             |
|          | 24.1±0.6ms           | 23.3±0.9ms          | 0.97    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 59.5±0.5ms           | 58.0±0.9ms          | 0.97    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8908464650

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github-actions bot commented May 4, 2024

⏱️ Performance Benchmark Report: 69432cc

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [8b41ca8a]    | After [69432ccb]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.33±0.06μs          | 4.36±0.04μs         | 1.01    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.87±0.03μs          | 4.89±0.03μs         | 1.00    | coords.AncillaryVariable.time_create                                                                 |
|          | 337±3ns              | 338±4ns             | 1.00    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.67±0.08μs          | 8.72±0.07μs         | 1.01    | coords.AuxCoord.time_create                                                                          |
|          | 310±3ns              | 313±2ns             | 1.01    | coords.AuxCoord.time_points                                                                          |
|          | 243±9μs              | 246±10μs            | 1.01    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.0±0.6μs           | 13.1±0.7μs          | 1.01    | coords.AuxCoordLazy.time_create                                                                      |
|          | 237±7μs              | 241±8μs             | 1.01    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.22±0.03μs          | 5.29±0.07μs         | 1.01    | coords.CellMeasure.time_create                                                                       |
|          | 1.09±0.01μs          | 1.09±0μs            | 1.00    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 108±1μs              | 107±1μs             | 0.99    | coords.DimCoord.time_create                                                                          |
|          | 30.6±0.8μs           | 31.0±0.4μs          | 1.01    | coords.DimCoord.time_regular                                                                         |
|          | 380±3ms              | 381±3ms             | 1.00    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 58.4±1μs             | 57.5±0.5μs          | 0.99    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.7±0.09μs          | 10.5±0.1μs          | 0.99    | cube.AncillaryVariable.time_create                                                                   |
|          | 64.8±0.3μs           | 64.6±0.6μs          | 1.00    | cube.AuxCoord.time_add                                                                               |
|          | 9.36±0.09μs          | 9.30±0.04μs         | 0.99    | cube.AuxCoord.time_create                                                                            |
|          | 5.04±0.07μs          | 5.07±0.05μs         | 1.01    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 3.68±0.03μs          | 3.72±0.03μs         | 1.01    | cube.AuxCoord.time_return_coords                                                                     |
|          | 38.4±0.4μs           | 38.9±0.6μs          | 1.01    | cube.AuxFactory.time_add                                                                             |
|          | 11.5±0.1μs           | 11.2±0.2μs          | 0.98    | cube.AuxFactory.time_create                                                                          |
|          | 57.7±0.2μs           | 57.1±0.6μs          | 0.99    | cube.CellMeasure.time_add                                                                            |
|          | 10.8±0.2μs           | 10.8±0.1μs          | 1.00    | cube.CellMeasure.time_create                                                                         |
|          | 52.6±0.4μs           | 52.0±0.4μs          | 0.99    | cube.CellMethod.time_add                                                                             |
|          | 7.59±0.04μs          | 7.52±0.03μs         | 0.99    | cube.CellMethod.time_create                                                                          |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_add                                                                        |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_create                                                                     |
|          | 130±0.5ms            | 130±0.1ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 7.01±0.03μs          | 6.99±0.08μs         | 1.00    | cube.Cube.time_basic                                                                                 |
|          | 52.9±1ns             | 52.8±0.5ns          | 1.00    | cube.Cube.time_rename                                                                                |
|          | 55.2±0.5μs           | 55.8±0.6μs          | 1.01    | cube.Equality.time_equality                                                                          |
|          | 328±0.8ms            | 329±1ms             | 1.00    | cube.Merge.time_merge                                                                                |
|          | 24.3±0.5μs           | 24.3±0.5μs          | 1.00    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 28.1±1μs             | 27.9±1μs            | 0.99    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 22.3±0.4μs           | 22.5±0.5μs          | 1.01    | cube.MeshCoord.time_add(6)                                                                           |
|          | 16.7±0.4μs           | 17.1±0.3μs          | 1.02    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 16.7±0.3μs           | 17.1±0.2μs          | 1.02    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 16.3±0.3μs           | 16.3±0.2μs          | 1.00    | cube.MeshCoord.time_create(6)                                                                        |
|          | 41.3±0.9μs           | 41.7±1μs            | 1.01    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 57.1±1μs             | 58.1±1μs            | 1.02    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 40.9±0.6μs           | 41.3±0.7μs          | 1.01    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.43±0.1ms           | 2.53±0.09ms         | 1.04    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.93±0.01ms          | 1.94±0.02ms         | 1.01    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 485±3ns              | 490±5ns             | 1.01    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 485±3ns              | 487±2ns             | 1.00    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 21.1±1ms             | 20.6±2ms            | 0.98    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.74±0.03ms          | 2.74±0.02ms         | 1.00    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 27.9±3ms             | 27.8±3ms            | 1.00    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 4.09±0.05ms          | 4.12±0.07ms         | 1.01    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.05±0.05ms          | 4.07±0.06ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.28±0.04ms          | 3.35±0.04ms         | 1.02    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 257±4μs              | 260±5μs             | 1.01    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 255±5μs              | 257±5μs             | 1.01    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 20.5±0.5ms           | 20.5±0.4ms          | 1.00    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 3.01±0.03ms          | 2.99±0.02ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 23.6±0.5ms           | 23.0±0.1ms          | 0.98    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.39±0.04ms          | 4.34±0.05ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 11.5±0.09μs          | 11.6±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 398±9μs              | 398±9μs             | 1.00    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.30±0.02μs          | 4.28±0.02μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.17±0.04μs          | 4.17±0.05μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 3.73±0.05μs          | 3.77±0.04μs         | 1.01    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 3.71±0.06μs          | 3.75±0.08μs         | 1.01    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.24±0.04μs          | 5.22±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.24±0.05μs          | 5.15±0.05μs         | 0.98    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 41.7±0.6μs           | 42.4±1μs            | 1.02    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 451±9μs              | 450±10μs            | 1.00    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 74.0±2ms             | 73.7±0.6ms          | 1.00    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 257±5μs              | 264±3μs             | 1.03    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 3.62±0.07μs          | 3.60±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 3.56±0.04μs          | 3.56±0.03μs         | 1.00    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 6.33±0.03μs          | 6.32±0.07μs         | 1.00    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 6.30±0.05μs          | 6.30±0.04μs         | 1.00    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.8±0.07μs          | 10.9±0.06μs         | 1.01    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 117±2ms              | 116±1ms             | 1.00    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.39±0.08μs          | 5.53±0.07μs         | 1.03    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 4.08±0.03ms          | 4.07±0.03ms         | 1.00    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 4.10±0.04ms          | 4.11±0.06ms         | 1.00    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 198±3μs              | 195±4μs             | 0.99    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.37±0.04μs          | 3.38±0.02μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 3.89±0.03μs          | 3.85±0.01μs         | 0.99    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.76±0.02μs          | 2.75±0.03μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.37±0.04ms          | 7.44±0.05ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 117±1ms              | 117±1ms             | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.5±0.3μs           | 11.6±0.2μs          | 1.01    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 4.16±0.03ms          | 4.18±0.05ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 4.15±0.07ms          | 4.17±0.05ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 241±4μs              | 243±5μs             | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.47±0.02ms          | 2.50±0.03ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.47±0.06ms          | 4.50±0.08ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 7.26±0.2μs           | 7.38±0.2μs          | 1.02    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 32.3±0.8μs           | 32.4±0.8μs          | 1.00    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 449±20μs             | 459±10μs            | 1.02    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 18.5±0.5μs           | 18.7±0.5μs          | 1.01    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 15.3±0.3μs           | 15.6±0.4μs          | 1.02    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 15.3±0.3μs           | 15.6±0.3μs          | 1.02    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 14.6±0.2μs           | 14.8±0.2μs          | 1.02    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 19.5±0.7μs           | 19.2±0.6μs          | 0.98    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 18.6±0.2μs           | 18.4±0.4μs          | 0.99    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 79.2±2μs             | 79.6±2μs            | 1.01    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 498±20μs             | 509±20μs            | 1.02    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 74.4±0.7ms           | 74.5±0.6ms          | 1.00    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 335±20μs             | 338±10μs            | 1.01    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 16.6±0.4μs           | 16.5±0.4μs          | 0.99    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 15.4±0.2μs           | 15.4±0.2μs          | 1.00    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 31.2±0.8μs           | 31.3±0.7μs          | 1.00    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 28.9±0.5μs           | 29.1±0.5μs          | 1.01    | 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)                                                        |
|          | 395±2ns              | 400±2ns             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 259±3ms              | 259±2ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 14.3±0.2ms           | 14.4±0.1ms          | 1.01    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 16.4±0.3ms           | 16.4±0.3ms          | 1.00    | 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) |
|          | 103±0.9ms            | 104±0.9ms           | 1.01    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 696±8ms              | 691±3ms             | 0.99    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 64.9±1ms             | 65.0±0.5ms          | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 651±5ms              | 647±2ms             | 1.00    | 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)                  |
|          | 655±4μs              | 661±4μs             | 1.01    | import_iris.Iris.time__concatenate                                                                   |
|          | 179±1μs              | 185±5μs             | 1.03    | import_iris.Iris.time__constraints                                                                   |
|          | 110±0.8μs            | 111±0.8μs           | 1.01    | import_iris.Iris.time__data_manager                                                                  |
|          | 93.1±0.8μs           | 95.2±2μs            | 1.02    | import_iris.Iris.time__deprecation                                                                   |
|          | 136±1μs              | 136±2μs             | 1.00    | import_iris.Iris.time__lazy_data                                                                     |
|          | 895±4μs              | 910±10μs            | 1.02    | import_iris.Iris.time__merge                                                                         |
|          | 77.1±0.9μs           | 78.1±2μs            | 1.01    | import_iris.Iris.time__representation                                                                |
|          | 488±3μs              | 492±4μs             | 1.01    | import_iris.Iris.time_analysis                                                                       |
|          | 142±0.4μs            | 143±1μs             | 1.00    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 109±0.4μs            | 113±2μs             | 1.03    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 240±1μs              | 245±1μs             | 1.02    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 188±2μs              | 191±2μs             | 1.02    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 112±0.5μs            | 112±0.9μs           | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 138±1μs              | 143±2μs             | 1.04    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 328±3μs              | 333±3μs             | 1.02    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 95.1±0.9μs           | 94.6±1μs            | 0.99    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 218±3μs              | 221±3μs             | 1.01    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 98.7±3μs             | 97.2±0.8μs          | 0.98    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 175±4μs              | 176±2μs             | 1.01    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 298±1μs              | 305±3μs             | 1.02    | import_iris.Iris.time_aux_factory                                                                    |
|          | 84.8±0.4μs           | 86.8±1μs            | 1.02    | import_iris.Iris.time_common                                                                         |
|          | 162±0.7μs            | 165±2μs             | 1.01    | import_iris.Iris.time_common_lenient                                                                 |
|          | 972±3μs              | 976±5μs             | 1.00    | import_iris.Iris.time_common_metadata                                                                |
|          | 133±0.6μs            | 135±3μs             | 1.02    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.17±0.01ms          | 1.17±0.01ms         | 1.00    | import_iris.Iris.time_common_resolve                                                                 |
|          | 199±1μs              | 202±2μs             | 1.01    | import_iris.Iris.time_config                                                                         |
|          | 116±0.8μs            | 116±2μs             | 1.00    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 350±3μs              | 355±4μs             | 1.01    | import_iris.Iris.time_coord_systems                                                                  |
|          | 727±3μs              | 737±3μs             | 1.01    | import_iris.Iris.time_coords                                                                         |
|          | 653±4μs              | 656±5μs             | 1.00    | import_iris.Iris.time_cube                                                                           |
|          | 224±2μs              | 227±1μs             | 1.01    | import_iris.Iris.time_exceptions                                                                     |
|          | 78.1±0.6μs           | 79.3±1μs            | 1.02    | import_iris.Iris.time_experimental                                                                   |
|          | 188±2μs              | 188±1μs             | 1.00    | import_iris.Iris.time_fileformats                                                                    |
|          | 249±3μs              | 253±2μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.69±0.02ms          | 2.70±0.01ms         | 1.00    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 80.0±0.5μs           | 79.7±0.4μs          | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 114±0.3μs            | 115±1μs             | 1.01    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 348±4μs              | 351±1μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.28±0.06ms          | 5.26±0.05ms         | 1.00    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 75.5±0.6μs           | 76.2±0.8μs          | 1.01    | import_iris.Iris.time_fileformats_name                                                               |
|          | 258±1μs              | 259±3μs             | 1.01    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 119±0.9μs            | 121±1μs             | 1.02    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 121±0.6μs            | 122±1μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 206±2μs              | 209±2μs             | 1.02    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 763±3μs              | 769±3μs             | 1.01    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 180±1μs              | 179±1μs             | 1.00    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 135±0.9μs            | 133±2μs             | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 514±4μs              | 516±2μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 220±3μs              | 220±1μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 84.5±0.5μs           | 84.4±2μs            | 1.00    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 159±0.8μs            | 162±2μs             | 1.02    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 137±1μs              | 139±2μs             | 1.01    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 75.5±0.4μs           | 76.5±0.8μs          | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 82.3±0.6μs           | 82.6±1μs            | 1.00    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 982±6μs              | 978±5μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 138±0.9μs            | 137±2μs             | 1.00    | import_iris.Iris.time_io                                                                             |
|          | 172±0.9μs            | 175±1μs             | 1.02    | import_iris.Iris.time_io_format_picker                                                               |
|          | 203±1μs              | 204±2μs             | 1.01    | import_iris.Iris.time_iris                                                                           |
|          | 127±0.6μs            | 129±2μs             | 1.01    | import_iris.Iris.time_iterate                                                                        |
|          | 8.45±0.03ms          | 8.46±0.03ms         | 1.00    | import_iris.Iris.time_palette                                                                        |
|          | 336±4μs              | 339±4μs             | 1.01    | import_iris.Iris.time_plot                                                                           |
|          | 104±0.6μs            | 105±1μs             | 1.01    | import_iris.Iris.time_quickplot                                                                      |
|          | 2.07±0.01ms          | 2.08±0.01ms         | 1.01    | import_iris.Iris.time_std_names                                                                      |
|          | 1.78±0.02ms          | 1.75±0.04ms         | 0.98    | import_iris.Iris.time_symbols                                                                        |
|          | 39.4±0.3ms           | 40.0±2ms            | 1.02    | import_iris.Iris.time_tests                                                                          |
|          | 231±2μs              | 235±2μs             | 1.02    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.84±0.03ms          | 4.83±0.02ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 107±0.7μs            | 107±1μs             | 1.00    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.80±0.01ms          | 2.80±0.01ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.06±0ms             | 1.06±0ms            | 1.00    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 160±3μs              | 160±2μs             | 1.00    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 99.9±0.8μs           | 101±0.6μs           | 1.01    | import_iris.Iris.time_time                                                                           |
|          | 316±4μs              | 320±3μs             | 1.01    | import_iris.Iris.time_util                                                                           |
|          | 74.5±0.9μs           | 74.9±0.9μs          | 1.01    | iterate.IZip.time_izip                                                                               |
|          | 8.02±0.05ms          | 8.33±0.1ms          | 1.04    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 23.5±0.2ms           | 24.1±0.2ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.74±0.03ms          | 9.03±0.1ms          | 1.03    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.05±0.1ms           | 8.10±0.06ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 20.8±0.3ms           | 21.1±0.08ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.74±0.04ms          | 8.84±0.1ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.35±0.01s           | 1.34±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 20.5±0.2ms           | 21.0±0.4ms          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.49±0.01s           | 1.50±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.33±0.01s           | 1.35±0.02s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 20.6±0.2ms           | 20.8±0.08ms         | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.48±0.01s           | 1.50±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.92±0.08ms          | 3.97±0.04ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 19.7±0.2ms           | 19.8±0.3ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.16±0.02ms          | 4.19±0.05ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.93±0.06ms          | 4.00±0.07ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 19.6±0.3ms           | 19.9±0.2ms          | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.15±0.04ms          | 4.22±0.04ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 31.9±2ms             | 31.5±2ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 18.3±0.3ms           | 18.9±0.5ms          | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.2±1ms             | 13.1±3ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 25.0±0.7ms           | 25.6±2ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 70.0±2ms             | 69.9±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.2±2ms             | 25.4±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 431±2ms              | 434±1ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.72±0.07ms          | 2.69±0.04ms         | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 437±1ms              | 440±2ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 438±2ms              | 439±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.73±0.08ms          | 2.80±0.05ms         | 1.03    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 443±3ms              | 445±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.52±0.08ms          | 1.58±0.09ms         | 1.04    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.72±0.09ms          | 2.72±0.04ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.55±0.06ms          | 1.55±0.09ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.54±0.06ms          | 1.57±0.07ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 2.76±0.1ms           | 2.82±0.09ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.56±0.07ms          | 1.55±0.08ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 354±3ms              | 354±5ms             | 1.00    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.20±0.03ms          | 8.25±0.06ms         | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 8.93±0.03ms          | 9.15±0.1ms          | 1.02    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.35±0.02s           | 1.36±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.50±0.01s           | 1.53±0.02s          | 1.02    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.94±0.01ms          | 4.00±0.03ms         | 1.02    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.22±0.03ms          | 4.29±0.04ms         | 1.02    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.08±0.1ms           | 8.08±0.1ms          | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.79±0.05ms          | 4.81±0.02ms         | 1.01    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.33±0.01s           | 1.34±0.01s          | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 372±8ms              | 370±3ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.92±0.01ms          | 3.96±0.04ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.55±0.01ms          | 3.58±0.03ms         | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 147±0.5ms            | 149±2ms             | 1.02    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 22.9±0.1ms           | 23.0±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 164±3ms              | 165±1ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 29.5±0.1ms           | 29.8±0.1ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 23.3±0.1ms           | 22.7±0.2ms          | 0.98    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 31.7±0.2ms           | 32.0±0.1ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.1±0.3ms           | 17.2±0.2ms          | 1.00    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 40.1±0.2ms           | 40.3±0.5ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 14.0±0.2ms           | 14.2±0.5ms          | 1.02    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 21.6±0.2ms           | 21.5±0.4ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 17.2±0.2ms           | 17.3±0.4ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 19.7±0.2ms           | 19.8±0.4ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 13.9±0.1ms           | 14.0±0.08ms         | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 16.4±0.3ms           | 16.3±0.2ms          | 0.99    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.2±0.2ms           | 18.3±0.3ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 49.8±0.3ms           | 50.4±0.5ms          | 1.01    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 18.4±0.3ms           | 18.3±0.1ms          | 1.00    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 21.7±0.2ms           | 21.6±0.2ms          | 0.99    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.60±0.05ms          | 2.62±0.04ms         | 1.01    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.24±0.9ms           | 4.54±0.9ms          | 0.87    | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 36.2±0.6ms           | 36.2±0.5ms          | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 794±6ms              | 794±6ms             | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 76.9±0.3ns           | 77.9±0.5ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 749±9ns              | 735±4ns             | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 77.2±1ns             | 78.6±0.7ns          | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 749±6ns              | 736±5ns             | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 77.0±0.9ns           | 78.2±0.6ns          | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 864±10ns             | 851±7ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 77.5±0.6ns           | 77.4±0.4ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 926±6ns              | 932±10ns            | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 77.4±0.3ns           | 78.0±0.6ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 867±6ns              | 859±5ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 77.8±1ns             | 77.7±0.6ns          | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 978±10ns             | 994±20ns            | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 890±7ns              | 889±7ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 6.93±0.02μs          | 6.87±0.03μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 66.5±0.3μs           | 65.4±0.5μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 881±7ns              | 885±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 6.94±0.05μs          | 6.95±0.04μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 66.4±0.4μs           | 66.0±0.7μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 923±5ns              | 922±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.37±0.06μs          | 7.28±0.02μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 71.4±0.2μs           | 70.1±0.2μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 959±4ns              | 954±7ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.70±0.04μs          | 7.64±0.03μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 74.3±0.5μs           | 73.7±0.5μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 924±5ns              | 921±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.38±0.08μs          | 7.40±0.05μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 71.2±0.4μs           | 70.0±0.3μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 995±10ns             | 989±8ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.11±0.07μs          | 8.08±0.03μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 77.8±0.3μs           | 77.7±0.7μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 83.0±0.4ns           | 83.0±0.5ns          | 1.00    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 82.2±2ns             | 82.3±1ns            | 1.00    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 782±10ns             | 771±8ns             | 0.99    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 81.5±0.5ns           | 82.4±1ns            | 1.01    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 83.7±2ns             | 88.0±3ns            | 1.05    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 81.6±0.3ns           | 81.8±0.4ns          | 1.00    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 801±30ns             | 776±9ns             | 0.97    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 115±1ns              | 115±3ns             | 1.00    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.49±0.06μs          | 3.46±0.03μs         | 0.99    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.56±0.05μs          | 4.58±0.06μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.47±0.03μs          | 4.43±0.08μs         | 0.99    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 553±3ns              | 553±7ns             | 1.00    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 428±3ns              | 428±3ns             | 1.00    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 447±4ns              | 450±2ns             | 1.01    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 361±2ms              | 364±2ms             | 1.01    | plot.AuxSort.time_aux_sort                                                                           |
|          | 78.0±2ms             | 79.3±2ms            | 1.02    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 97.9±0.4ms           | 97.8±0.7ms          | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 48.6±2ms             | 48.6±1ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.00±0.05ms          | 4.05±0.05ms         | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 69.9±0.5ms           | 70.5±0.4ms          | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 52.5±0.9ms           | 51.0±0.8ms          | 0.97    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 555±2ms              | 560±7ms             | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 91.0±1ns             | 90.2±0.6ns          | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 53.4±0.4ms           | 53.8±0.3ms          | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 90.7±0.8ns           | 90.1±1ns            | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 490±3ms              | 487±5ms             | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 41.2±0.8ms           | 42.3±1ms            | 1.03    | stats.PearsonR.time_lazy                                                                             |
|          | 18.8±0.1ms           | 18.7±0.3ms          | 1.00    | stats.PearsonR.time_real                                                                             |
|          | 22.1±0.5ms           | 22.0±0.5ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 57.1±0.3ms           | 57.2±0.3ms          | 1.00    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8946330486

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⏱️ Performance Benchmark Report: c7e0782

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [a56f9393]    | After [c7e07821]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.36±0.02μs          | 4.37±0.05μs         | 1.00    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.90±0.02μs          | 4.86±0.1μs          | 0.99    | coords.AncillaryVariable.time_create                                                                 |
|          | 339±3ns              | 340±5ns             | 1.00    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.68±0.09μs          | 8.81±0.09μs         | 1.01    | coords.AuxCoord.time_create                                                                          |
|          | 307±6ns              | 305±4ns             | 1.00    | coords.AuxCoord.time_points                                                                          |
|          | 241±9μs              | 243±8μs             | 1.01    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.1±0.6μs           | 13.2±0.5μs          | 1.01    | coords.AuxCoordLazy.time_create                                                                      |
|          | 239±9μs              | 241±10μs            | 1.01    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.31±0.04μs          | 5.31±0.09μs         | 1.00    | coords.CellMeasure.time_create                                                                       |
|          | 1.10±0.01μs          | 1.10±0.01μs         | 1.00    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 106±0.8μs            | 106±1μs             | 1.00    | coords.DimCoord.time_create                                                                          |
|          | 29.3±0.5μs           | 30.1±0.7μs          | 1.02    | coords.DimCoord.time_regular                                                                         |
|          | 376±5ms              | 380±4ms             | 1.01    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 58.7±0.8μs           | 57.7±0.7μs          | 0.98    | cube.AncillaryVariable.time_add                                                                      |
|          | 10.7±0.1μs           | 10.8±0.2μs          | 1.01    | cube.AncillaryVariable.time_create                                                                   |
|          | 64.6±0.3μs           | 64.9±0.5μs          | 1.00    | cube.AuxCoord.time_add                                                                               |
|          | 9.35±0.2μs           | 9.46±0.07μs         | 1.01    | cube.AuxCoord.time_create                                                                            |
|          | 5.08±0.07μs          | 5.06±0.03μs         | 1.00    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 3.72±0.03μs          | 3.73±0.04μs         | 1.00    | cube.AuxCoord.time_return_coords                                                                     |
|          | 38.2±0.8μs           | 38.2±0.2μs          | 1.00    | cube.AuxFactory.time_add                                                                             |
|          | 11.5±0.09μs          | 11.5±0.3μs          | 1.01    | cube.AuxFactory.time_create                                                                          |
|          | 57.7±0.3μs           | 57.6±0.5μs          | 1.00    | cube.CellMeasure.time_add                                                                            |
|          | 10.7±0.2μs           | 10.9±0.2μs          | 1.01    | cube.CellMeasure.time_create                                                                         |
|          | 51.6±0.7μs           | 52.7±1μs            | 1.02    | cube.CellMethod.time_add                                                                             |
|          | 7.57±0.07μs          | 7.60±0.06μs         | 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                                                                     |
|          | 130±0.1ms            | 130±0.5ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 7.00±0.09μs          | 7.10±0.07μs         | 1.01    | cube.Cube.time_basic                                                                                 |
|          | 53.0±0.7ns           | 50.7±0.7ns          | 0.96    | cube.Cube.time_rename                                                                                |
|          | 56.1±0.8μs           | 55.5±0.6μs          | 0.99    | cube.Equality.time_equality                                                                          |
|          | 323±0.4ms            | 325±2ms             | 1.00    | cube.Merge.time_merge                                                                                |
|          | 24.8±0.5μs           | 24.3±0.6μs          | 0.98    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 28.4±1μs             | 27.4±0.8μs          | 0.96    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 22.7±0.5μs           | 22.0±0.4μs          | 0.97    | cube.MeshCoord.time_add(6)                                                                           |
|          | 17.0±0.3μs           | 17.0±0.2μs          | 1.00    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 16.8±0.3μs           | 16.9±0.3μs          | 1.01    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 16.0±0.2μs           | 16.3±0.3μs          | 1.02    | cube.MeshCoord.time_create(6)                                                                        |
|          | 42.3±1μs             | 42.4±1μs            | 1.00    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 57.7±1μs             | 57.5±1μs            | 1.00    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 41.6±1μs             | 40.4±0.8μs          | 0.97    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.42±0.2ms           | 2.51±0.1ms          | 1.04    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.92±0.01ms          | 1.91±0.03ms         | 1.00    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 488±8ns              | 479±5ns             | 0.98    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 485±5ns              | 480±4ns             | 0.99    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 21.3±2ms             | 21.3±1ms            | 1.00    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.71±0.03ms          | 2.70±0.03ms         | 1.00    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 28.4±3ms             | 28.7±3ms            | 1.01    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 4.10±0.03ms          | 4.04±0.03ms         | 0.99    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.05±0.08ms          | 4.03±0.07ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.30±0.04ms          | 3.30±0.05ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 254±4μs              | 261±6μs             | 1.03    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 254±8μs              | 256±5μs             | 1.01    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 21.0±0.5ms           | 20.5±0.5ms          | 0.98    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 2.98±0.03ms          | 3.00±0.05ms         | 1.01    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 23.8±0.5ms           | 23.3±0.5ms          | 0.98    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.34±0.04ms          | 4.34±0.07ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 11.5±0.06μs          | 11.6±0.08μs         | 1.01    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 396±6μs              | 394±1μs             | 0.99    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.31±0.05μs          | 4.30±0.06μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.21±0.04μs          | 4.19±0.03μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 3.81±0.05μs          | 3.80±0.05μs         | 1.00    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 3.79±0.07μs          | 3.73±0.07μs         | 0.98    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.15±0.06μs          | 5.20±0.06μs         | 1.01    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.17±0.05μs          | 5.19±0.05μs         | 1.00    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 41.6±0.4μs           | 41.4±0.6μs          | 1.00    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 457±8μs              | 440±2μs             | 0.96    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 74.5±3ms             | 73.8±1ms            | 0.99    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 260±4μs              | 262±5μs             | 1.01    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 3.70±0.1μs           | 3.64±0.03μs         | 0.98    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 3.74±0.1μs           | 3.57±0.05μs         | 0.96    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 6.36±0.06μs          | 6.33±0.06μs         | 1.00    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 6.28±0.05μs          | 6.31±0.04μs         | 1.01    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.5±0.05μs          | 10.7±0.07μs         | 1.02    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 116±0.9ms            | 116±1ms             | 1.00    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.35±0.06μs          | 5.42±0.03μs         | 1.01    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 4.08±0.04ms          | 4.07±0.05ms         | 1.00    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 4.04±0.03ms          | 4.08±0.06ms         | 1.01    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 191±1μs              | 192±2μs             | 1.00    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.38±0.02μs          | 3.39±0.06μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 3.88±0.03μs          | 3.87±0.05μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.75±0.03μs          | 2.77±0.03μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.39±0.06ms          | 7.37±0.06ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 117±1ms              | 118±2ms             | 1.01    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.6±0.2μs           | 11.4±0.3μs          | 0.99    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 4.07±0.03ms          | 4.08±0.08ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 4.12±0.03ms          | 4.12±0.05ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 243±10μs             | 240±6μs             | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.49±0.06ms          | 2.48±0.04ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.53±0.04ms          | 4.55±0.07ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 7.32±0.3μs           | 7.23±0.2μs          | 0.99    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 32.9±1μs             | 32.4±1μs            | 0.98    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 451±10μs             | 453±10μs            | 1.00    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 18.6±0.7μs           | 19.0±0.8μs          | 1.02    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 15.3±0.4μs           | 15.3±0.4μs          | 1.00    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 15.5±0.5μs           | 15.2±0.4μs          | 0.98    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 14.7±0.2μs           | 14.5±0.2μs          | 0.99    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 19.1±0.6μs           | 19.0±0.5μs          | 0.99    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 18.4±0.3μs           | 18.3±0.3μs          | 0.99    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 79.3±2μs             | 78.6±2μs            | 0.99    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 500±10μs             | 500±20μs            | 1.00    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 74.9±0.9ms           | 75.2±0.9ms          | 1.00    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 330±7μs              | 333±6μs             | 1.01    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 16.9±0.5μs           | 16.5±0.5μs          | 0.98    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 15.4±0.3μs           | 15.3±0.3μs          | 0.99    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 31.7±0.8μs           | 30.9±0.7μs          | 0.97    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 29.1±0.5μs           | 28.7±0.5μs          | 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)                                                        |
|          | 397±2ns              | 408±1ns             | 1.03    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 258±1ms              | 258±3ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 14.3±0.09ms          | 14.3±0.1ms          | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 15.9±0.4ms           | 16.1±0.3ms          | 1.01    | 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) |
|          | 103±0.3ms            | 104±1ms             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 692±5ms              | 693±3ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 65.4±0.7ms           | 65.1±0.4ms          | 0.99    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 648±4ms              | 648±2ms             | 1.00    | 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)                  |
|          | 653±5μs              | 652±2μs             | 1.00    | import_iris.Iris.time__concatenate                                                                   |
|          | 179±2μs              | 177±1μs             | 0.99    | import_iris.Iris.time__constraints                                                                   |
|          | 110±0.8μs            | 112±2μs             | 1.02    | import_iris.Iris.time__data_manager                                                                  |
|          | 93.9±1μs             | 92.8±0.9μs          | 0.99    | import_iris.Iris.time__deprecation                                                                   |
|          | 133±1μs              | 135±0.6μs           | 1.01    | import_iris.Iris.time__lazy_data                                                                     |
|          | 890±4μs              | 925±20μs            | 1.04    | import_iris.Iris.time__merge                                                                         |
|          | 76.9±0.5μs           | 77.6±0.8μs          | 1.01    | import_iris.Iris.time__representation                                                                |
|          | 483±2μs              | 481±2μs             | 1.00    | import_iris.Iris.time_analysis                                                                       |
|          | 140±2μs              | 142±2μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 108±0.6μs            | 109±0.6μs           | 1.01    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 241±1μs              | 241±0.8μs           | 1.00    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 185±2μs              | 185±2μs             | 1.00    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 110±0.7μs            | 110±0.4μs           | 1.00    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 138±1μs              | 139±0.7μs           | 1.01    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 329±7μs              | 325±4μs             | 0.99    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 93.8±0.5μs           | 93.5±0.6μs          | 1.00    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 216±1μs              | 216±20μs            | 1.00    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 97.9±1μs             | 97.5±1μs            | 1.00    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 172±1μs              | 173±5μs             | 1.01    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 296±3μs              | 297±3μs             | 1.00    | import_iris.Iris.time_aux_factory                                                                    |
|          | 85.0±0.9μs           | 84.5±1μs            | 0.99    | import_iris.Iris.time_common                                                                         |
|          | 161±1μs              | 162±1μs             | 1.00    | import_iris.Iris.time_common_lenient                                                                 |
|          | 970±5μs              | 970±4μs             | 1.00    | import_iris.Iris.time_common_metadata                                                                |
|          | 132±0.8μs            | 131±0.9μs           | 1.00    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.15±0.01ms          | 1.17±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                                 |
|          | 200±1μs              | 200±3μs             | 1.00    | import_iris.Iris.time_config                                                                         |
|          | 114±1μs              | 115±0.8μs           | 1.00    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 348±4μs              | 351±2μs             | 1.01    | import_iris.Iris.time_coord_systems                                                                  |
|          | 730±2μs              | 729±6μs             | 1.00    | import_iris.Iris.time_coords                                                                         |
|          | 658±10μs             | 662±10μs            | 1.01    | import_iris.Iris.time_cube                                                                           |
|          | 224±4μs              | 225±3μs             | 1.01    | import_iris.Iris.time_exceptions                                                                     |
|          | 78.3±0.6μs           | 78.0±0.5μs          | 1.00    | import_iris.Iris.time_experimental                                                                   |
|          | 187±2μs              | 187±2μs             | 1.00    | import_iris.Iris.time_fileformats                                                                    |
|          | 247±2μs              | 250±2μs             | 1.01    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.72±0.03ms          | 2.69±0.01ms         | 0.99    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 79.9±0.5μs           | 79.2±0.8μs          | 0.99    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 113±0.7μs            | 114±0.9μs           | 1.01    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 346±5μs              | 348±2μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.29±0.04ms          | 5.34±0.05ms         | 1.01    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 74.9±0.7μs           | 75.4±0.6μs          | 1.01    | import_iris.Iris.time_fileformats_name                                                               |
|          | 257±1μs              | 255±1μs             | 0.99    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 118±0.9μs            | 120±2μs             | 1.01    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 120±0.3μs            | 120±1μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 208±3μs              | 209±4μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 765±3μs              | 760±3μs             | 0.99    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 177±2μs              | 179±2μs             | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 132±2μs              | 132±1μs             | 1.00    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 508±2μs              | 505±3μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 217±2μs              | 217±2μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 83.7±1μs             | 83.7±0.8μs          | 1.00    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 159±1μs              | 158±1μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 136±1μs              | 137±0.7μs           | 1.01    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 77.4±0.8μs           | 75.8±0.3μs          | 0.98    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 81.1±0.5μs           | 81.9±0.5μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 977±20μs             | 973±8μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 135±0.7μs            | 135±2μs             | 1.00    | import_iris.Iris.time_io                                                                             |
|          | 171±2μs              | 170±2μs             | 1.00    | import_iris.Iris.time_io_format_picker                                                               |
|          | 202±1μs              | 203±2μs             | 1.01    | import_iris.Iris.time_iris                                                                           |
|          | 127±1μs              | 128±2μs             | 1.01    | import_iris.Iris.time_iterate                                                                        |
|          | 8.37±0.04ms          | 8.36±0.04ms         | 1.00    | import_iris.Iris.time_palette                                                                        |
|          | 332±3μs              | 334±2μs             | 1.01    | import_iris.Iris.time_plot                                                                           |
|          | 103±1μs              | 104±0.5μs           | 1.01    | import_iris.Iris.time_quickplot                                                                      |
|          | 2.08±0.01ms          | 2.08±0.01ms         | 1.00    | import_iris.Iris.time_std_names                                                                      |
|          | 1.75±0.02ms          | 1.75±0.02ms         | 1.00    | import_iris.Iris.time_symbols                                                                        |
|          | 40.5±0.8ms           | 40.8±0.9ms          | 1.01    | import_iris.Iris.time_tests                                                                          |
|          | 231±5μs              | 232±5μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.84±0.03ms          | 4.84±0.04ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 106±0.4μs            | 106±0.7μs           | 1.00    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.80±0.01ms          | 2.80±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.06±0.01ms          | 1.06±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 157±1μs              | 158±2μs             | 1.00    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 99.8±0.8μs           | 99.3±1μs            | 0.99    | import_iris.Iris.time_time                                                                           |
|          | 310±1μs              | 311±2μs             | 1.00    | import_iris.Iris.time_util                                                                           |
|          | 73.3±0.5μs           | 73.5±0.7μs          | 1.00    | iterate.IZip.time_izip                                                                               |
|          | 8.06±0.05ms          | 8.02±0.1ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 23.2±0.4ms           | 23.4±0.4ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.79±0.05ms          | 8.73±0.03ms         | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.08±0.1ms           | 8.18±0.1ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 21.0±0.4ms           | 21.0±0.1ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.76±0.1ms           | 8.84±0.08ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.34±0.01s           | 1.34±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 20.5±0.2ms           | 20.6±0.2ms          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.49±0.02s           | 1.50±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.35±0.01s           | 1.33±0.02s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 20.7±0.2ms           | 20.5±0.1ms          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.49±0.01s           | 1.49±0.02s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.91±0.04ms          | 3.89±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 19.4±0.1ms           | 19.6±0.1ms          | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.17±0.04ms          | 4.16±0.04ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.90±0.03ms          | 3.93±0.06ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 19.6±0.1ms           | 19.8±0.3ms          | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.18±0.01ms          | 4.14±0.03ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 33.5±2ms             | 32.6±2ms            | 0.97    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 18.9±0.1ms           | 18.4±0.6ms          | 0.97    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.0±1ms             | 13.2±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 25.4±0.8ms           | 25.9±2ms            | 1.02    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 70.2±2ms             | 70.0±2ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.2±0.7ms           | 25.5±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 431±3ms              | 427±2ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.72±0.05ms          | 2.69±0.04ms         | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 437±2ms              | 435±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 439±2ms              | 435±3ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.86±0.05ms          | 2.85±0.08ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 440±1ms              | 439±1ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.53±0.05ms          | 1.54±0.07ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.74±0.07ms          | 2.70±0.05ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.51±0.05ms          | 1.54±0.09ms         | 1.02    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.58±0.07ms          | 1.59±0.08ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 2.81±0.09ms          | 2.80±0.09ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.56±0.09ms          | 1.55±0.06ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 357±3ms              | 355±3ms             | 1.00    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.16±0.06ms          | 8.26±0.03ms         | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 9.00±0.04ms          | 9.00±0.07ms         | 1.00    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.35±0.01s           | 1.34±0s             | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.52±0.01s           | 1.51±0.01s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.97±0.04ms          | 3.92±0.02ms         | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.20±0.03ms          | 4.22±0.04ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.08±0.04ms          | 8.02±0.06ms         | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.77±0.04ms          | 4.75±0.02ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.33±0.01s           | 1.32±0.01s          | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 369±5ms              | 374±3ms             | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.91±0.03ms          | 3.89±0.02ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.57±0.05ms          | 3.55±0.03ms         | 0.99    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 148±0.6ms            | 147±0.6ms           | 1.00    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 22.9±0.1ms           | 23.0±0.4ms          | 1.00    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 163±2ms              | 163±0.9ms           | 0.99    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 29.4±0.2ms           | 29.2±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 22.9±0.4ms           | 22.7±0.1ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 31.8±0.2ms           | 31.5±0.1ms          | 0.99    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.2±0.3ms           | 17.1±0.2ms          | 0.99    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 40.9±0.3ms           | 41.3±0.5ms          | 1.01    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 13.9±0.08ms          | 14.0±0.2ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 21.9±0.3ms           | 21.7±0.3ms          | 0.99    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 17.1±0.2ms           | 17.2±0.1ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 19.8±0.2ms           | 20.0±0.3ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 13.9±0.1ms           | 13.9±0.1ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 16.5±0.3ms           | 16.5±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.3±0.3ms           | 18.1±0.2ms          | 0.99    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 49.7±0.8ms           | 49.5±0.5ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 18.0±0.1ms           | 18.1±0.2ms          | 1.00    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 21.6±0.4ms           | 21.8±0.2ms          | 1.01    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.59±0.03ms          | 2.65±0.09ms         | 1.02    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.31±0.9ms           | 3.55±0.9ms          | ~0.67   | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 36.7±0.4ms           | 36.8±0.6ms          | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 800±4ms              | 801±10ms            | 1.00    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 78.1±0.6ns           | 78.3±1ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 747±7ns              | 733±5ns             | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 78.2±0.3ns           | 78.5±1ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 748±10ns             | 730±7ns             | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 78.3±0.8ns           | 78.8±0.6ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 859±5ns              | 850±5ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 77.7±0.3ns           | 78.5±0.6ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 919±10ns             | 902±5ns             | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 77.3±0.3ns           | 78.4±0.4ns          | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 866±10ns             | 845±6ns             | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 78.5±0.6ns           | 78.1±1ns            | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 982±8ns              | 961±9ns             | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 892±10ns             | 865±20ns            | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 7.04±0.09μs          | 6.85±0.03μs         | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 66.5±0.9μs           | 65.7±0.3μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 891±5ns              | 864±7ns             | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 7.03±0.02μs          | 6.86±0.02μs         | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 66.5±0.3μs           | 65.6±0.6μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 947±20ns             | 912±9ns             | 0.96    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.45±0.1μs           | 7.24±0.09μs         | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 71.3±0.6μs           | 69.6±0.6μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 978±10ns             | 950±10ns            | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.73±0.07μs          | 7.65±0.1μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 75.0±0.7μs           | 73.8±0.4μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 938±10ns             | 922±10ns            | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.39±0.05μs          | 7.33±0.04μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 72.0±0.3μs           | 69.7±0.4μs          | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1.02±0.01μs          | 993±20ns            | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.25±0.03μs          | 8.09±0.04μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 79.1±0.9μs           | 77.6±0.5μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 83.8±0.4ns           | 84.5±0.5ns          | 1.01    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 82.4±0.5ns           | 82.5±0.6ns          | 1.00    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 773±6ns              | 777±9ns             | 1.01    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 82.8±0.5ns           | 82.4±0.6ns          | 0.99    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 83.4±0.6ns           | 84.5±1ns            | 1.01    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 82.6±0.8ns           | 83.5±2ns            | 1.01    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 799±10ns             | 779±10ns            | 0.98    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 117±2ns              | 115±1ns             | 0.98    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.52±0.01μs          | 3.53±0.02μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.60±0.04μs          | 4.66±0.09μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.50±0.05μs          | 4.52±0.06μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 552±3ns              | 549±7ns             | 1.00    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 433±8ns              | 426±3ns             | 0.98    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 451±3ns              | 447±9ns             | 0.99    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 360±1ms              | 365±2ms             | 1.01    | plot.AuxSort.time_aux_sort                                                                           |
|          | 71.7±4ms             | 76.9±1ms            | 1.07    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 96.9±1ms             | 96.8±1ms            | 1.00    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 46.8±2ms             | 47.4±2ms            | 1.01    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.06±0.03ms          | 4.04±0.03ms         | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 70.4±0.4ms           | 70.3±0.5ms          | 1.00    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 51.8±1ms             | 50.8±1ms            | 0.98    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 560±3ms              | 559±4ms             | 1.00    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 90.5±2ns             | 90.5±0.9ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 54.0±0.8ms           | 53.8±0.7ms          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 89.8±1ns             | 89.8±0.5ns          | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 490±3ms              | 490±2ms             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 41.5±1ms             | 41.7±0.8ms          | 1.00    | stats.PearsonR.time_lazy                                                                             |
|          | 18.7±0.2ms           | 19.1±0.2ms          | 1.02    | stats.PearsonR.time_real                                                                             |
|          | 22.3±1ms             | 23.4±1ms            | 1.05    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 57.7±0.3ms           | 58.2±0.6ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 9039450078

@trexfeathers
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Update

Sphinx

#5953 demonstrates an effective fix for the Sphinx problem.

Image hash

The imagehash failure is much worse unfortunately. The test result has indeed changed, but idiff.py does not detect the change. Suspected that something has changed in Matplotlib 3.8.4 (or maybe a the new SciPy build?) that changes the hash of a BytesIO object more than the hash of an actual image file. The test uses BytesIO, but idiff.py uses image files:

# Calculate the test result perceptual image hash.
buffer = io.BytesIO()
figure = plt.gcf()
figure.savefig(buffer, format="png")
buffer.seek(0)
phash = get_phash(buffer)

phash = graphics.get_phash(result_path)
distance = graphics.get_phash(reference_image_path) - phash

A possible fix would be to actually save the tests' BytesIO object out to a file rather than saving an independent image file (would also require corresponding changes to all the image files in iris-test-data):

if distance > HAMMING_DISTANCE:
if dev_mode:
_create_missing(phash)
else:
figure.savefig(result_path)

@pp-mo
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pp-mo commented May 15, 2024

test uses BytesIO, but idiff.py uses image files: ... A possible fix would be to actually save the tests' BytesIO object out to a file

I'm struggling to believe that it can possibly be that, since the whole point of a BytesIO is to act as a proxy for a file, and according to the C/Linux streams "everything is a stream" principle it really should be entirely equivalent.
Unless either the "mpl.savefig" or the "Image.open" in get_phash are specifically testing for different types of possible target/source file object.

Is it not more likely that the local results on which idiff works are different from the ones in the CI ?

@trexfeathers
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Is it not more likely that the local results on which idiff works are different from the ones in the CI ?

No, I can replicate the test result locally. I even inserted a print() into the test which demonstrates that hashing a saved image file produces a different result from hashing the BytesIO object.

@trexfeathers
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Is it not more likely that the local results on which idiff works are different from the ones in the CI ?

No, I can replicate the test result locally. I even inserted a print() into the test which demonstrates that hashing a saved image file produces a different result from hashing the BytesIO object.

Note that the two are identical when running in the current 'official' environment spec that is on main.

@pp-mo
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pp-mo commented May 16, 2024

hashing a saved image file produces a different result from hashing the BytesIO object ...
... Note that the two are identical when running in the current 'official' environment spec that is on main.

OK I guess we have to believe it!
As a said, I would never have expected that to make a difference,
But at the end of the day the use of BytesIO is not mandatory, it's just a convenience presumably for performace reasons?
So could we not simply replace the BytesIO with a temporary file ??

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⏱️ Performance Benchmark Report: 13721e9

Performance shifts
| Change   | Before [14bb05da]    | After [13721e98]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 3.62±0.9ms           | 5.33±0.8ms          |    1.47 | load.ugrid.DataRealisation.time_realise_data(200000) |
Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [14bb05da]    | After [13721e98]    |   Ratio | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | 54.2±0.7ms           | 53.6±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                       |
|          | 54.0±0.7ms           | 54.4±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                        |
|          | 188±2ms              | 187±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                             |
|          | 187±1ms              | 189±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                              |
|          | 36.6±0.2ms           | 36.5±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                       |
|          | 37.0±0.3ms           | 37.4±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                        |
|          | 36.4±0.4ms           | 36.7±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                       |
|          | 37.0±0.2ms           | 37.2±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                        |
|          | 46.3±0.9ms           | 46.5±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                         |
|          | 47.2±0.8ms           | 47.1±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                          |
|          | 118±0.9ms            | 120±2ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                                     |
|          | 119±1ms              | 120±1ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                      |
|          | 50.5±0.6ms           | 51.0±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                        |
|          | 51.5±0.4ms           | 52.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                         |
|          | 36.3±0.2ms           | 36.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                      |
|          | 36.6±0.5ms           | 37.2±0.3ms          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                       |
|          | 46.4±0.7ms           | 47.0±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                         |
|          | 47.1±0.4ms           | 47.5±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                          |
|          | 1.30±0.02s           | 1.35±0.01s          |    1.03 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                        |
|          | 1.31±0.01s           | 1.34±0.02s          |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                         |
|          | 672±10ms             | 685±10ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                                  |
|          | 672±10ms             | 678±9ms             |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                                   |
|          | 34.8±0.5ms           | 34.8±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                                  |
|          | 35.4±0.7ms           | 35.4±0.2ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                                   |
|          | 60.3±0.5ms           | 61.2±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                         |
|          | 61.2±0.6ms           | 61.7±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                          |
|          | 65.8±0.6ms           | 66.3±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                                     |
|          | 66.0±1ms             | 66.6±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                      |
|          | 61.1±0.6ms           | 61.5±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                                    |
|          | 61.6±0.5ms           | 61.8±0.9ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                                     |
|          | 19.4±0.1ms           | 19.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                        |
|          | 23.0±0.3ms           | 23.3±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                         |
|          | 127±1ms              | 128±0.7ms           |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                              |
|          | 141±1ms              | 142±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                               |
|          | 17.9±0.3ms           | 17.9±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                        |
|          | 21.7±0.3ms           | 21.9±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                         |
|          | 17.7±0.2ms           | 17.9±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                        |
|          | 21.6±0.2ms           | 21.8±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                         |
|          | 18.3±0.2ms           | 18.6±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                          |
|          | 22.1±0.2ms           | 22.3±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                           |
|          | 34.1±0.8ms           | 34.2±1ms            |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                      |
|          | 37.5±1ms             | 37.9±1ms            |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                       |
|          | 18.8±0.6ms           | 18.9±0.1ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                         |
|          | 22.8±0.3ms           | 22.4±0.2ms          |    0.98 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                          |
|          | 18.4±0.8ms           | 18.5±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                       |
|          | 22.1±0.6ms           | 22.5±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                        |
|          | 18.5±0.5ms           | 18.5±0.1ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                          |
|          | 22.0±0.3ms           | 22.4±0.1ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                           |
|          | 548±2ms              | 553±4ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                         |
|          | 551±3ms              | 562±10ms            |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                          |
|          | 146±0.9ms            | 147±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                                   |
|          | 164±0.9ms            | 165±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                                    |
|          | 17.7±0.2ms           | 17.8±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                                   |
|          | 21.3±0.2ms           | 21.6±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                                    |
|          | 20.7±0.4ms           | 20.7±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                          |
|          | 24.4±0.2ms           | 24.5±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                           |
|          | 21.0±0.3ms           | 21.2±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                      |
|          | 24.7±0.3ms           | 25.1±0.2ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                       |
|          | 20.3±0.2ms           | 20.5±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                                     |
|          | 24.1±0.2ms           | 24.2±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                      |
|          | 82.7±0.6ms           | 83.6±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                              |
|          | 83.2±0.7ms           | 83.9±1ms            |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                               |
|          | 95.0±0.8ms           | 94.9±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                               |
|          | 94.5±0.6ms           | 95.0±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                                |
|          | 56.7±0.7ms           | 57.0±0.4ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                               |
|          | 57.2±0.5ms           | 58.1±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                                |
|          | 29.4±0.4ms           | 29.5±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                               |
|          | 33.0±0.4ms           | 32.9±0.4ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                                |
|          | 30.7±0.4ms           | 31.2±0.3ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                                |
|          | 34.9±0.3ms           | 34.7±0.3ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                                 |
|          | 25.6±0.3ms           | 25.6±0.1ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                                |
|          | 29.2±0.3ms           | 29.3±0.2ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                                 |
|          | 316±2ms              | 324±3ms             |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                        |
|          | 342±4ms              | 344±4ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                         |
|          | 1.11±0.01ms          | 1.15±0.02ms         |    1.03 | cube.CubeCreation.time_create(False, 'construct')                                                    |
|          | 394±4μs              | 411±4μs             |    1.04 | cube.CubeCreation.time_create(False, 'instantiate')                                                  |
|          | 948±20μs             | 958±10μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                                     |
|          | 579±7μs              | 581±6μs             |    1    | cube.CubeCreation.time_create(True, 'instantiate')                                                   |
|          | 218±3ms              | 218±2ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                           |
|          | 110±1ms              | 111±0.9ms           |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                                    |
|          | 228±2ms              | 228±4ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                                     |
|          | 16.8±0.4μs           | 16.9±0.2μs          |    1    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                                 |
|          | 301±3ms              | 303±4ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                            |
|          | 195±2ms              | 195±1ms             |    1    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                                     |
|          | 311±3ms              | 314±3ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                      |
|          | 16.8±0.3μs           | 17.3±0.2μs          |    1.03 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                                  |
|          | 221±3ms              | 219±2ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                            |
|          | 111±0.9ms            | 111±0.9ms           |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                                     |
|          | 230±2ms              | 229±3ms             |    0.99 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                      |
|          | 54.4±0.6μs           | 55.1±0.8μs          |    1.01 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                                  |
|          | 303±3ms              | 302±3ms             |    1    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                             |
|          | 196±2ms              | 195±2ms             |    1    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                      |
|          | 311±4ms              | 314±3ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                       |
|          | 55.5±0.7μs           | 55.9±1μs            |    1.01 | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                                   |
|          | 411±2ns              | 413±4ns             |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 261±3ms              | 261±2ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 14.5±0.2ms           | 14.6±0.1ms          |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 16.3±0.2ms           | 16.3±0.1ms          |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)           |
|          | 1.0                  | 1.0                 |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)  |
|          | 11.8                 | 11.8                |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500) |
|          | 104±0.9ms            | 104±1ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 703±4ms              | 701±4ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 66.0±0.4ms           | 65.1±0.6ms          |    0.99 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 655±2ms              | 656±3ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                             |
|          | 2.1752849999999997   | 2.1752849999999997  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                   |
|          | 216.01528499999998   | 216.01528499999998  |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                  |
|          | 659±10μs             | 663±10μs            |    1.01 | import_iris.Iris.time__concatenate                                                                   |
|          | 181±2μs              | 182±3μs             |    1.01 | import_iris.Iris.time__constraints                                                                   |
|          | 110±0.9μs            | 111±1μs             |    1    | import_iris.Iris.time__data_manager                                                                  |
|          | 93.7±0.6μs           | 94.2±0.7μs          |    1.01 | import_iris.Iris.time__deprecation                                                                   |
|          | 137±3μs              | 138±0.9μs           |    1.01 | import_iris.Iris.time__lazy_data                                                                     |
|          | 905±10μs             | 904±10μs            |    1    | import_iris.Iris.time__merge                                                                         |
|          | 78.3±1μs             | 78.1±0.6μs          |    1    | import_iris.Iris.time__representation                                                                |
|          | 473±3μs              | 481±3μs             |    1.02 | import_iris.Iris.time_analysis                                                                       |
|          | 140±1μs              | 140±2μs             |    1    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 110±0.6μs            | 113±2μs             |    1.02 | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 244±2μs              | 243±2μs             |    1    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 186±2μs              | 191±4μs             |    1.03 | import_iris.Iris.time_analysis__regrid                                                               |
|          | 111±0.7μs            | 112±2μs             |    1.01 | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 139±1μs              | 139±1μs             |    1    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 326±4μs              | 331±6μs             |    1.01 | import_iris.Iris.time_analysis_cartography                                                           |
|          | 94.6±0.6μs           | 95.0±0.7μs          |    1    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 217±2μs              | 219±3μs             |    1.01 | import_iris.Iris.time_analysis_maths                                                                 |
|          | 99.3±1μs             | 98.5±0.5μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                                 |
|          | 174±2μs              | 175±1μs             |    1.01 | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 304±4μs              | 303±2μs             |    1    | import_iris.Iris.time_aux_factory                                                                    |
|          | 86.1±0.4μs           | 85.3±0.9μs          |    0.99 | import_iris.Iris.time_common                                                                         |
|          | 165±2μs              | 165±2μs             |    1    | import_iris.Iris.time_common_lenient                                                                 |
|          | 973±3μs              | 974±4μs             |    1    | import_iris.Iris.time_common_metadata                                                                |
|          | 134±1μs              | 135±1μs             |    1    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.16±0ms             | 1.17±0.01ms         |    1.01 | import_iris.Iris.time_common_resolve                                                                 |
|          | 200±1μs              | 203±2μs             |    1.02 | import_iris.Iris.time_config                                                                         |
|          | 116±1μs              | 117±1μs             |    1.01 | import_iris.Iris.time_coord_categorisation                                                           |
|          | 355±4μs              | 352±2μs             |    0.99 | import_iris.Iris.time_coord_systems                                                                  |
|          | 734±3μs              | 733±2μs             |    1    | import_iris.Iris.time_coords                                                                         |
|          | 653±5μs              | 655±9μs             |    1    | import_iris.Iris.time_cube                                                                           |
|          | 225±3μs              | 224±2μs             |    0.99 | import_iris.Iris.time_exceptions                                                                     |
|          | 78.5±0.6μs           | 78.8±0.7μs          |    1    | import_iris.Iris.time_experimental                                                                   |
|          | 190±1μs              | 190±2μs             |    1    | import_iris.Iris.time_fileformats                                                                    |
|          | 250±3μs              | 250±3μs             |    1    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.69±0.01ms          | 2.70±0.02ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 79.9±0.9μs           | 80.2±0.8μs          |    1    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 115±1μs              | 117±1μs             |    1.02 | import_iris.Iris.time_fileformats_abf                                                                |
|          | 352±4μs              | 352±3μs             |    1    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.36±0.06ms          | 5.40±0.04ms         |    1.01 | import_iris.Iris.time_fileformats_dot                                                                |
|          | 77.8±1μs             | 75.9±0.6μs          |    0.98 | import_iris.Iris.time_fileformats_name                                                               |
|          | 257±3μs              | 258±2μs             |    1.01 | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 120±1μs              | 119±0.8μs           |    1    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 122±1μs              | 123±0.9μs           |    1    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 210±3μs              | 213±2μs             |    1.01 | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 775±4μs              | 770±3μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 182±1μs              | 186±3μs             |    1.02 | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 135±2μs              | 136±0.7μs           |    1.01 | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 518±6μs              | 517±2μs             |    1    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 221±2μs              | 218±1μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 84.6±0.7μs           | 85.3±0.5μs          |    1.01 | import_iris.Iris.time_fileformats_um                                                                 |
|          | 161±0.5μs            | 164±3μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 136±0.9μs            | 138±0.7μs           |    1.02 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 78.6±1μs             | 77.3±1μs            |    0.98 | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 82.8±0.8μs           | 83.6±1μs            |    1.01 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 981±4μs              | 986±5μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 136±0.9μs            | 137±0.6μs           |    1.01 | import_iris.Iris.time_io                                                                             |
|          | 175±2μs              | 173±1μs             |    0.99 | import_iris.Iris.time_io_format_picker                                                               |
|          | 203±2μs              | 205±1μs             |    1.01 | import_iris.Iris.time_iris                                                                           |
|          | 130±1μs              | 128±0.8μs           |    0.99 | import_iris.Iris.time_iterate                                                                        |
|          | 8.56±0.2ms           | 8.55±0.03ms         |    1    | import_iris.Iris.time_palette                                                                        |
|          | 336±1μs              | 337±2μs             |    1    | import_iris.Iris.time_plot                                                                           |
|          | 104±1μs              | 105±0.8μs           |    1.02 | import_iris.Iris.time_quickplot                                                                      |
|          | 2.13±0.01ms          | 2.13±0.02ms         |    1    | import_iris.Iris.time_std_names                                                                      |
|          | 1.74±0.02ms          | 1.78±0.02ms         |    1.02 | import_iris.Iris.time_symbols                                                                        |
|          | 94.9±0.4ms           | 94.1±0.8ms          |    0.99 | import_iris.Iris.time_tests                                                                          |
|          | 230±2μs              | 233±4μs             |    1.01 | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.84±0.03ms          | 4.81±0.03ms         |    0.99 | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 107±1μs              | 107±1μs             |    1    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.80±0.02ms          | 2.81±0.02ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.06±0.01ms          | 1.07±0ms            |    1.01 | import_iris.Iris.time_third_party_numpy                                                              |
|          | 161±1μs              | 161±2μs             |    1    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 101±0.8μs            | 103±2μs             |    1.02 | import_iris.Iris.time_time                                                                           |
|          | 321±2μs              | 320±2μs             |    1    | import_iris.Iris.time_util                                                                           |
|          | 73.8±1μs             | 75.3±0.9μs          |    1.02 | iterate.IZip.time_izip                                                                               |
|          | 8.09±0.08ms          | 8.27±0.05ms         |    1.02 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 23.5±0.2ms           | 23.3±0.3ms          |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.77±0.1ms           | 8.82±0.05ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 8.11±0.04ms          | 8.12±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 21.0±0.1ms           | 20.8±0.08ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.80±0.07ms          | 8.84±0.03ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.36±0.02s           | 1.36±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 20.7±0.3ms           | 20.7±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.50±0.02s           | 1.51±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.35±0.01s           | 1.37±0.02s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 20.6±0.3ms           | 20.6±0.2ms          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.50±0.01s           | 1.53±0.01s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.96±0.06ms          | 3.99±0.03ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 19.5±0.1ms           | 19.6±0.1ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.20±0.03ms          | 4.23±0.02ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.93±0.02ms          | 4.03±0.05ms         |    1.03 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 19.4±0.3ms           | 19.9±0.3ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.20±0.04ms          | 4.20±0.04ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 31.4±0.9ms           | 34.3±3ms            |    1.09 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.1±0.2ms           | 19.2±0.3ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.6±3ms             | 12.6±1ms            |    0.93 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 27.6±2ms             | 25.0±0.8ms          |    0.91 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 70.1±2ms             | 70.6±2ms            |    1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.8±0.7ms           | 25.8±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 433±1ms              | 435±4ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.68±0.1ms           | 2.79±0.1ms          |    1.04 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 438±1ms              | 444±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 436±3ms              | 441±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.70±0.05ms          | 2.77±0.05ms         |    1.03 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 443±3ms              | 446±2ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.60±0.07ms          | 1.54±0.07ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.71±0.08ms          | 2.85±0.1ms          |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.51±0.08ms          | 1.59±0.06ms         |    1.05 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.59±0.1ms           | 1.55±0.09ms         |    0.98 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 2.79±0.07ms          | 2.88±0.2ms          |    1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.56±0.1ms           | 1.57±0.07ms         |    1.01 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 354±3ms              | 353±2ms             |    1    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.18±0.07ms          | 8.29±0.03ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 9.03±0.09ms          | 9.15±0.06ms         |    1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.37±0.02s           | 1.37±0.02s          |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.54±0.01s           | 1.54±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.98±0.04ms          | 3.99±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.25±0.03ms          | 4.30±0.02ms         |    1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 8.13±0.03ms          | 8.13±0.06ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.80±0.03ms          | 4.86±0.02ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.35±0.02s           | 1.35±0.01s          |    1    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 371±2ms              | 375±4ms             |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.90±0.03ms          | 4.00±0.03ms         |    1.03 | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.55±0.02ms          | 3.69±0.06ms         |    1.04 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 149±0.7ms            | 146±0.8ms           |    0.98 | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 23.5±0.3ms           | 23.3±0.3ms          |    0.99 | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 165±2ms              | 160±0.6ms           |    0.97 | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 29.5±0.2ms           | 29.3±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 23.2±0.3ms           | 22.7±0.2ms          |    0.98 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 31.9±0.3ms           | 31.5±0.1ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 17.5±0.3ms           | 17.4±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 40.8±1ms             | 40.3±0.4ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 14.1±0.2ms           | 14.0±0.2ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 22.1±0.5ms           | 21.7±0.4ms          |    0.98 | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 17.3±0.3ms           | 17.2±0.2ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 20.4±0.7ms           | 20.0±0.3ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 14.2±0.2ms           | 14.1±0.3ms          |    0.99 | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 16.7±0.5ms           | 16.4±0.3ms          |    0.98 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.2±0.4ms           | 18.3±0.2ms          |    1.01 | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 51.0±0.6ms           | 50.3±0.8ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 18.1±0.2ms           | 18.2±0.4ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 22.2±0.6ms           | 21.6±0.2ms          |    0.98 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.68±0.08ms          | 2.63±0.05ms         |    0.98 | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 37.4±0.8ms           | 37.2±0.5ms          |    1    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 791±2ms              | 805±4ms             |    1.02 | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 182±2ms              | 183±2ms             |    1    | merge_concat.Concatenate.time_concatenate                                                            |
|          | 45.5±0.2ms           | 45.3±0.5ms          |    1    | merge_concat.Merge.time_merge                                                                        |
|          | 6.56±0.06ms          | 6.63±0.1ms          |    1.01 | plot.AuxSort.time_aux_sort                                                                           |
|          | 77.7±1ms             | 77.3±1ms            |    0.99 | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 97.3±0.8ms           | 97.1±0.6ms          |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 47.2±3ms             | 47.5±2ms            |    1.01 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.02±0.05ms          | 4.03±0.05ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 70.7±0.7ms           | 71.1±0.5ms          |    1    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 51.6±0.5ms           | 51.8±1ms            |    1    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 565±4ms              | 565±3ms             |    1    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 89.8±0.7ns           | 90.6±0.5ns          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 54.2±0.5ms           | 54.6±0.4ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 89.3±0.7ns           | 90.5±2ns            |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 497±2ms              | 497±2ms             |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 42.2±1ms             | 42.0±0.9ms          |    1    | stats.PearsonR.time_lazy                                                                             |
|          | 18.7±0.3ms           | 19.0±0.3ms          |    1.01 | stats.PearsonR.time_real                                                                             |
|          | 22.8±0.6ms           | 23.1±0.5ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 57.9±0.5ms           | 58.5±0.5ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Benchmarks that have got worse:

| Change   | Before [14bb05da]    | After [13721e98]    |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| +        | 3.62±0.9ms           | 5.33±0.8ms          |    1.47 | load.ugrid.DataRealisation.time_realise_data(200000) |

Generated by GHA run 9135656680

@trexfeathers
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trexfeathers commented May 23, 2024

Update

The graphical error is nothing to do with BytesIO - it is a symptom of us saving a figure multiple times during graphics tests, the first save experiencing this bug:

Subsequent saves do not hit the same bug.

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