Use tracemalloc for memory measurements.
Addresses https://github.com/SciTools/iris/issues/5947
Replaces the current process RSS ("resident set size") based mechanism. See #5946 for info on how they compare.
N.B. this is hard to test, possibly only takes effect when merged ? @trexfeathers can you advise? I'm a bit vague on this.
Codecov Report
All modified and coverable lines are covered by tests :white_check_mark:
Project coverage is 89.78%. Comparing base (
95b7ffe) to head (08477e5).
Additional details and impacted files
@@ Coverage Diff @@
## main #5948 +/- ##
=======================================
Coverage 89.78% 89.78%
=======================================
Files 93 93
Lines 23007 23007
Branches 5017 5017
=======================================
Hits 20657 20657
Misses 1620 1620
Partials 730 730
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:stopwatch: Performance Benchmark Report: a809e9a5
Performance shifts
Full benchmark results
Benchmarks that have stayed the same:
| Change | Before [a56f9393] | After [a809e9a5] | Ratio | Benchmark (Parameter) |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
| | n/a | n/a | n/a | aux_factory.FactoryCommon.time_create |
| | 4.32±0.1μs | 4.50±0.06μs | 1.04 | aux_factory.HybridHeightFactory.time_create |
| | 4.95±0.05μs | 4.96±0.09μs | 1.00 | coords.AncillaryVariable.time_create |
| | 336±5ns | 346±10ns | 1.03 | coords.AuxCoord.time_bounds |
| | 8.61±0.2μs | 8.79±0.1μs | 1.02 | coords.AuxCoord.time_create |
| | 308±5ns | 308±5ns | 1.00 | coords.AuxCoord.time_points |
| | 244±10μs | 240±8μs | 0.98 | coords.AuxCoordLazy.time_bounds |
| | 12.9±0.7μs | 13.1±0.6μs | 1.02 | coords.AuxCoordLazy.time_create |
| | 239±9μs | 241±10μs | 1.01 | coords.AuxCoordLazy.time_points |
| | 5.25±0.03μs | 5.22±0.07μs | 0.99 | coords.CellMeasure.time_create |
| | 1.10±0μs | 1.12±0.02μs | 1.02 | coords.CellMethod.time_create |
| | n/a | n/a | n/a | coords.CoordCommon.time_create |
| | 108±1μs | 110±1μs | 1.02 | coords.DimCoord.time_create |
| | 30.4±0.5μs | 31.1±0.4μs | 1.02 | coords.DimCoord.time_regular |
| | 379±5ms | 385±3ms | 1.01 | cube.Aggregation.time_aggregated_by |
| | 57.7±0.6μs | 58.1±0.3μs | 1.01 | cube.AncillaryVariable.time_add |
| | 10.5±0.07μs | 10.6±0.05μs | 1.02 | cube.AncillaryVariable.time_create |
| | 64.7±0.8μs | 64.6±0.4μs | 1.00 | cube.AuxCoord.time_add |
| | 9.39±0.05μs | 9.46±0.1μs | 1.01 | cube.AuxCoord.time_create |
| | 5.17±0.07μs | 5.09±0.04μs | 0.98 | cube.AuxCoord.time_return_coord_dims |
| | 3.72±0.05μs | 3.74±0.04μs | 1.00 | cube.AuxCoord.time_return_coords |
| | 38.5±0.4μs | 39.2±0.4μs | 1.02 | cube.AuxFactory.time_add |
| | 11.7±0.2μs | 11.3±0.2μs | 0.97 | cube.AuxFactory.time_create |
| | 57.7±0.6μs | 57.8±0.3μs | 1.00 | cube.CellMeasure.time_add |
| | 10.7±0.1μs | 10.8±0.2μs | 1.01 | cube.CellMeasure.time_create |
| | 52.2±0.6μs | 52.4±0.4μs | 1.00 | cube.CellMethod.time_add |
| | 7.52±0.04μs | 7.51±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±0.5ms | 130±0.6ms | 1.00 | cube.Concatenate.time_concatenate |
| | 6.96±0.05μs | 6.97±0.02μs | 1.00 | cube.Cube.time_basic |
| | 51.7±0.9ns | 51.5±1ns | 1.00 | cube.Cube.time_rename |
| | 55.4±0.7μs | 55.6±0.4μs | 1.00 | cube.Equality.time_equality |
| | 330±3ms | 330±3ms | 1.00 | cube.Merge.time_merge |
| | 26.3±0.6μs | 26.3±0.5μs | 1.00 | cube.MeshCoord.time_add(10000) |
| | 27.6±0.9μs | 27.5±0.9μs | 1.00 | cube.MeshCoord.time_add(1000000) |
| | 23.7±0.5μs | 23.4±1μs | 0.99 | cube.MeshCoord.time_add(6) |
| | 16.6±0.1μs | 16.7±0.2μs | 1.00 | cube.MeshCoord.time_create(10000) |
| | 16.6±0.2μs | 16.8±0.2μs | 1.01 | cube.MeshCoord.time_create(1000000) |
| | 15.9±0.3μs | 16.1±0.2μs | 1.01 | cube.MeshCoord.time_create(6) |
| | 53.1±1μs | 55.0±2μs | 1.04 | cube.MeshCoord.time_remove(10000) |
| | 56.6±1μs | 58.2±2μs | 1.03 | cube.MeshCoord.time_remove(1000000) |
| | 47.7±2μs | 50.1±4μs | 1.05 | cube.MeshCoord.time_remove(6) |
| | 2.44±0.2ms | 2.47±0.2ms | 1.01 | experimental.ugrid.Connectivity.time_create(1000000) |
| | 1.92±0.02ms | 1.92±0.02ms | 1.00 | experimental.ugrid.Connectivity.time_create(6) |
| | 481±3ns | 485±5ns | 1.01 | experimental.ugrid.Connectivity.time_indices(1000000) |
| | 483±4ns | 483±4ns | 1.00 | experimental.ugrid.Connectivity.time_indices(6) |
| | 21.2±0.5ms | 21.2±0.5ms | 1.00 | experimental.ugrid.Connectivity.time_location_lengths(1000000) |
| | 2.71±0.04ms | 2.75±0.04ms | 1.02 | experimental.ugrid.Connectivity.time_location_lengths(6) |
| | 29.1±3ms | 28.5±3ms | 0.98 | experimental.ugrid.Connectivity.time_validate_indices(1000000) |
| | 4.10±0.08ms | 4.01±0.03ms | 0.98 | experimental.ugrid.Connectivity.time_validate_indices(6) |
| | 4.30±0.1ms | 4.26±0.09ms | 0.99 | experimental.ugrid.ConnectivityLazy.time_create(1000000) |
| | 3.35±0.05ms | 3.30±0.06ms | 0.99 | experimental.ugrid.ConnectivityLazy.time_create(6) |
| | 258±4μs | 257±4μs | 1.00 | experimental.ugrid.ConnectivityLazy.time_indices(1000000) |
| | 252±6μs | 255±4μs | 1.01 | experimental.ugrid.ConnectivityLazy.time_indices(6) |
| | 21.3±0.4ms | 21.5±0.5ms | 1.01 | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000) |
| | 2.95±0.05ms | 2.98±0.03ms | 1.01 | experimental.ugrid.ConnectivityLazy.time_location_lengths(6) |
| | 24.3±0.5ms | 24.5±0.7ms | 1.01 | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000) |
| | 4.33±0.06ms | 4.34±0.06ms | 1.00 | experimental.ugrid.ConnectivityLazy.time_validate_indices(6) |
| | 11.3±0.1μs | 11.5±0.08μs | 1.02 | experimental.ugrid.Mesh.time_add_connectivities(1000000) |
| | 400±5μs | 393±10μs | 0.98 | experimental.ugrid.Mesh.time_add_connectivities(6) |
| | 4.32±0.02μs | 4.37±0.09μs | 1.01 | experimental.ugrid.Mesh.time_add_coords(1000000) |
| | 4.15±0.03μs | 4.25±0.07μs | 1.02 | experimental.ugrid.Mesh.time_add_coords(6) |
| | 3.73±0.03μs | 3.71±0.05μs | 0.99 | experimental.ugrid.Mesh.time_connectivities(1000000) |
| | 3.75±0.04μs | 3.71±0.05μs | 0.99 | experimental.ugrid.Mesh.time_connectivities(6) |
| | 5.18±0.03μs | 5.16±0.06μs | 0.99 | experimental.ugrid.Mesh.time_coords(1000000) |
| | 5.16±0.04μs | 5.15±0.03μs | 1.00 | experimental.ugrid.Mesh.time_coords(6) |
| | 41.9±0.6μs | 42.4±0.6μs | 1.01 | experimental.ugrid.Mesh.time_create(1000000) |
| | 443±7μs | 449±6μs | 1.02 | experimental.ugrid.Mesh.time_create(6) |
| | 76.4±0.4ms | 76.6±0.5ms | 1.00 | experimental.ugrid.Mesh.time_eq(1000000) |
| | 259±4μs | 259±2μs | 1.00 | experimental.ugrid.Mesh.time_eq(6) |
| | 3.58±0.06μs | 3.60±0.06μs | 1.01 | experimental.ugrid.Mesh.time_remove_connectivities(1000000) |
| | 3.57±0.09μs | 3.55±0.05μs | 0.99 | experimental.ugrid.Mesh.time_remove_connectivities(6) |
| | 6.30±0.08μs | 6.31±0.08μs | 1.00 | experimental.ugrid.Mesh.time_remove_coords(1000000) |
| | 6.27±0.05μs | 6.27±0.07μs | 1.00 | experimental.ugrid.Mesh.time_remove_coords(6) |
| | 10.9±0.06μs | 11.0±0.06μs | 1.01 | experimental.ugrid.MeshCoord.time_bounds(10000) |
| | 119±0.8ms | 121±2ms | 1.01 | experimental.ugrid.MeshCoord.time_bounds(1000000) |
| | 5.40±0.05μs | 5.40±0.06μs | 1.00 | experimental.ugrid.MeshCoord.time_bounds(6) |
| | 4.14±0.07ms | 4.08±0.05ms | 0.99 | experimental.ugrid.MeshCoord.time_create(10000) |
| | 4.10±0.03ms | 4.08±0.03ms | 1.00 | experimental.ugrid.MeshCoord.time_create(1000000) |
| | 196±4μs | 194±2μs | 0.99 | experimental.ugrid.MeshCoord.time_create(6) |
| | 3.41±0.03μs | 3.43±0.03μs | 1.01 | experimental.ugrid.MeshCoord.time_points(10000) |
| | 3.88±0.03μs | 3.95±0.03μs | 1.02 | experimental.ugrid.MeshCoord.time_points(1000000) |
| | 2.73±0.01μs | 2.76±0.02μs | 1.01 | experimental.ugrid.MeshCoord.time_points(6) |
| | 7.60±0.1ms | 7.62±0.08ms | 1.00 | experimental.ugrid.MeshCoordLazy.time_bounds(10000) |
| | 122±2ms | 122±2ms | 1.00 | experimental.ugrid.MeshCoordLazy.time_bounds(1000000) |
| | 12.4±0.4μs | 12.1±0.4μs | 0.97 | experimental.ugrid.MeshCoordLazy.time_bounds(6) |
| | 4.12±0.07ms | 4.19±0.06ms | 1.02 | experimental.ugrid.MeshCoordLazy.time_create(10000) |
| | 4.13±0.04ms | 4.15±0.06ms | 1.01 | experimental.ugrid.MeshCoordLazy.time_create(1000000) |
| | 240±6μs | 243±6μs | 1.02 | experimental.ugrid.MeshCoordLazy.time_create(6) |
| | 2.58±0.06ms | 2.64±0.08ms | 1.02 | experimental.ugrid.MeshCoordLazy.time_points(10000) |
| | 4.60±0.08ms | 4.66±0.07ms | 1.01 | experimental.ugrid.MeshCoordLazy.time_points(1000000) |
| | 7.64±0.3μs | 7.86±0.3μs | 1.03 | experimental.ugrid.MeshCoordLazy.time_points(6) |
| | 32.3±0.9μs | 31.9±1μs | 0.99 | experimental.ugrid.MeshLazy.time_add_connectivities(1000000) |
| | 450±10μs | 448±8μs | 1.00 | experimental.ugrid.MeshLazy.time_add_connectivities(6) |
| | 18.4±0.4μs | 18.4±0.7μs | 1.00 | experimental.ugrid.MeshLazy.time_add_coords(1000000) |
| | 16.4±0.6μs | 17.3±0.7μs | 1.06 | experimental.ugrid.MeshLazy.time_add_coords(6) |
| | 15.8±0.5μs | 15.6±0.3μs | 0.98 | experimental.ugrid.MeshLazy.time_connectivities(1000000) |
| | 15.3±0.4μs | 15.6±0.4μs | 1.02 | experimental.ugrid.MeshLazy.time_connectivities(6) |
| | 19.6±0.7μs | 19.3±0.7μs | 0.98 | experimental.ugrid.MeshLazy.time_coords(1000000) |
| | 18.8±0.3μs | 19.2±0.4μs | 1.02 | experimental.ugrid.MeshLazy.time_coords(6) |
| | 79.5±2μs | 79.4±2μs | 1.00 | experimental.ugrid.MeshLazy.time_create(1000000) |
| | 497±20μs | 499±10μs | 1.00 | experimental.ugrid.MeshLazy.time_create(6) |
| | 78.2±2ms | 79.9±2ms | 1.02 | experimental.ugrid.MeshLazy.time_eq(1000000) |
| | 339±10μs | 347±10μs | 1.02 | experimental.ugrid.MeshLazy.time_eq(6) |
| | 17.0±0.6μs | 16.8±0.6μs | 0.99 | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000) |
| | 16.5±0.6μs | 16.5±0.5μs | 1.00 | experimental.ugrid.MeshLazy.time_remove_connectivities(6) |
| | 31.4±0.7μs | 31.5±0.8μs | 1.00 | experimental.ugrid.MeshLazy.time_remove_coords(1000000) |
| | 30.0±0.7μs | 30.6±0.7μs | 1.02 | experimental.ugrid.MeshLazy.time_remove_coords(6) |
| | n/a | n/a | n/a | experimental.ugrid.UGridCommon.time_create(1000000) |
| | n/a | n/a | n/a | experimental.ugrid.UGridCommon.time_create(6) |
| | 416±5ns | 401±2ns | 0.96 | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50) |
| | 259±2ms | 260±1ms | 1.00 | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500) |
| | 14.8±0.2ms | 14.6±0.1ms | 0.99 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50) |
| | 16.4±0.3ms | 16.6±0.3ms | 1.01 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500) |
| | 1.0 | 1.0 | 1.00 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50) |
| | 11.8 | 11.8 | 1.00 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500) |
| | 106±2ms | 105±0.6ms | 1.00 | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50) |
| | 708±3ms | 706±4ms | 1.00 | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500) |
| | 66.7±1ms | 66.5±1ms | 1.00 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50) |
| | 664±4ms | 662±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) |
| | 661±7μs | 673±8μs | 1.02 | import_iris.Iris.time__concatenate |
| | 180±2μs | 183±4μs | 1.01 | import_iris.Iris.time__constraints |
| | 110±0.7μs | 110±1μs | 1.00 | import_iris.Iris.time__data_manager |
| | 93.7±2μs | 94.5±2μs | 1.01 | import_iris.Iris.time__deprecation |
| | 135±2μs | 137±2μs | 1.01 | import_iris.Iris.time__lazy_data |
| | 908±9μs | 910±7μs | 1.00 | import_iris.Iris.time__merge |
| | 77.5±0.4μs | 78.0±0.6μs | 1.01 | import_iris.Iris.time__representation |
| | 490±3μs | 491±7μs | 1.00 | import_iris.Iris.time_analysis |
| | 145±3μs | 142±3μs | 0.98 | import_iris.Iris.time_analysis__area_weighted |
| | 108±2μs | 110±1μs | 1.02 | import_iris.Iris.time_analysis__grid_angles |
| | 243±2μs | 244±2μs | 1.00 | import_iris.Iris.time_analysis__interpolation |
| | 188±4μs | 188±2μs | 1.00 | import_iris.Iris.time_analysis__regrid |
| | 112±1μs | 113±0.5μs | 1.01 | import_iris.Iris.time_analysis__scipy_interpolate |
| | 139±1μs | 142±3μs | 1.02 | import_iris.Iris.time_analysis_calculus |
| | 330±4μs | 331±5μs | 1.00 | import_iris.Iris.time_analysis_cartography |
| | 95.9±0.8μs | 94.2±1μs | 0.98 | import_iris.Iris.time_analysis_geomerty |
| | 217±3μs | 221±3μs | 1.02 | import_iris.Iris.time_analysis_maths |
| | 99.2±1μs | 97.0±2μs | 0.98 | import_iris.Iris.time_analysis_stats |
| | 177±3μs | 182±3μs | 1.03 | import_iris.Iris.time_analysis_trajectory |
| | 300±2μs | 303±2μs | 1.01 | import_iris.Iris.time_aux_factory |
| | 85.4±0.6μs | 85.3±0.6μs | 1.00 | import_iris.Iris.time_common |
| | 161±2μs | 165±3μs | 1.02 | import_iris.Iris.time_common_lenient |
| | 986±8μs | 985±6μs | 1.00 | import_iris.Iris.time_common_metadata |
| | 132±2μs | 135±2μs | 1.02 | import_iris.Iris.time_common_mixin |
| | 1.18±0ms | 1.18±0.01ms | 1.01 | import_iris.Iris.time_common_resolve |
| | 200±2μs | 200±1μs | 1.00 | import_iris.Iris.time_config |
| | 115±0.8μs | 116±0.8μs | 1.01 | import_iris.Iris.time_coord_categorisation |
| | 352±3μs | 354±3μs | 1.00 | import_iris.Iris.time_coord_systems |
| | 745±5μs | 750±8μs | 1.01 | import_iris.Iris.time_coords |
| | 678±7μs | 686±10μs | 1.01 | import_iris.Iris.time_cube |
| | 222±2μs | 225±2μs | 1.01 | import_iris.Iris.time_exceptions |
| | 78.5±0.5μs | 78.0±0.7μs | 0.99 | import_iris.Iris.time_experimental |
| | 187±1μs | 189±3μs | 1.01 | import_iris.Iris.time_fileformats |
| | 250±2μs | 252±3μs | 1.01 | import_iris.Iris.time_fileformats__ff |
| | 2.70±0.01ms | 2.72±0.02ms | 1.01 | import_iris.Iris.time_fileformats__ff_cross_references |
| | 79.6±0.7μs | 80.2±0.5μs | 1.01 | import_iris.Iris.time_fileformats__pp_lbproc_pairs |
| | 115±0.8μs | 115±0.7μs | 1.01 | import_iris.Iris.time_fileformats_abf |
| | 353±4μs | 357±5μs | 1.01 | import_iris.Iris.time_fileformats_cf |
| | 5.34±0.08ms | 5.40±0.2ms | 1.01 | import_iris.Iris.time_fileformats_dot |
| | 75.4±0.7μs | 74.7±0.8μs | 0.99 | import_iris.Iris.time_fileformats_name |
| | 262±2μs | 259±2μs | 0.99 | import_iris.Iris.time_fileformats_name_loaders |
| | 120±1μs | 120±2μs | 1.00 | import_iris.Iris.time_fileformats_netcdf |
| | 121±0.9μs | 121±1μs | 0.99 | import_iris.Iris.time_fileformats_nimrod |
| | 210±3μs | 208±1μs | 0.99 | import_iris.Iris.time_fileformats_nimrod_load_rules |
| | 792±10μs | 773±4μs | 0.98 | import_iris.Iris.time_fileformats_pp |
| | 181±1μs | 181±2μs | 1.00 | import_iris.Iris.time_fileformats_pp_load_rules |
| | 135±1μs | 133±2μs | 0.99 | import_iris.Iris.time_fileformats_pp_save_rules |
| | 512±2μs | 522±6μs | 1.02 | import_iris.Iris.time_fileformats_rules |
| | 219±1μs | 220±2μs | 1.01 | import_iris.Iris.time_fileformats_structured_array_identification |
| | 84.6±0.8μs | 84.8±0.6μs | 1.00 | import_iris.Iris.time_fileformats_um |
| | 161±3μs | 162±2μs | 1.01 | import_iris.Iris.time_fileformats_um__fast_load |
| | 138±0.8μs | 139±1μs | 1.01 | import_iris.Iris.time_fileformats_um__fast_load_structured_fields |
| | 76.8±1μs | 76.3±0.9μs | 0.99 | import_iris.Iris.time_fileformats_um__ff_replacement |
| | 82.8±0.5μs | 82.3±0.8μs | 0.99 | import_iris.Iris.time_fileformats_um__optimal_array_structuring |
| | 989±9μs | 987±4μs | 1.00 | import_iris.Iris.time_fileformats_um_cf_map |
| | 137±1μs | 137±0.9μs | 1.00 | import_iris.Iris.time_io |
| | 172±2μs | 173±2μs | 1.01 | import_iris.Iris.time_io_format_picker |
| | 206±3μs | 203±2μs | 0.99 | import_iris.Iris.time_iris |
| | 129±2μs | 128±1μs | 0.99 | import_iris.Iris.time_iterate |
| | 8.45±0.08ms | 8.64±0.2ms | 1.02 | import_iris.Iris.time_palette |
| | 339±3μs | 340±5μs | 1.01 | import_iris.Iris.time_plot |
| | 104±0.7μs | 104±2μs | 1.00 | import_iris.Iris.time_quickplot |
| | 2.09±0.01ms | 2.09±0.01ms | 1.00 | import_iris.Iris.time_std_names |
| | 1.77±0.01ms | 1.78±0.01ms | 1.00 | import_iris.Iris.time_symbols |
| | 40.6±0.8ms | 40.9±0.3ms | 1.01 | import_iris.Iris.time_tests |
| | 231±3μs | 233±3μs | 1.01 | import_iris.Iris.time_third_party_cartopy |
| | 4.82±0.03ms | 4.85±0.03ms | 1.01 | import_iris.Iris.time_third_party_cf_units |
| | 107±0.9μs | 107±0.4μs | 1.00 | import_iris.Iris.time_third_party_cftime |
| | 2.78±0.01ms | 2.81±0.03ms | 1.01 | import_iris.Iris.time_third_party_matplotlib |
| | 1.06±0.01ms | 1.06±0ms | 1.00 | import_iris.Iris.time_third_party_numpy |
| | 160±0.8μs | 160±2μs | 1.00 | import_iris.Iris.time_third_party_scipy |
| | 99.4±0.7μs | 101±0.7μs | 1.01 | import_iris.Iris.time_time |
| | 317±3μs | 319±4μs | 1.01 | import_iris.Iris.time_util |
| | 75.5±0.9μs | 76.0±1μs | 1.01 | iterate.IZip.time_izip |
| | 8.09±0.1ms | 8.13±0.09ms | 1.00 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF') |
| | 24.6±0.4ms | 24.7±0.3ms | 1.00 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF') |
| | 8.87±0.09ms | 8.83±0.09ms | 1.00 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP') |
| | 8.12±0.09ms | 8.16±0.2ms | 1.01 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF') |
| | 21.8±0.4ms | 21.9±0.4ms | 1.00 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF') |
| | 8.80±0.04ms | 8.91±0.09ms | 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') |
| | 21.0±0.3ms | 21.3±0.1ms | 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 | 1.00 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF') |
| | 20.9±0.1ms | 20.9±0.3ms | 1.00 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF') |
| | 1.51±0.02s | 1.51±0.01s | 1.00 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP') |
| | 3.92±0.03ms | 3.91±0.03ms | 1.00 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF') |
| | 20.1±0.3ms | 20.0±0.3ms | 1.00 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF') |
| | 4.24±0.07ms | 4.19±0.04ms | 0.99 | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP') |
| | 3.88±0.05ms | 3.92±0.02ms | 1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF') |
| | 19.9±0.3ms | 20.1±0.2ms | 1.01 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF') |
| | 4.16±0.02ms | 4.24±0.08ms | 1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP') |
| | 31.1±0.9ms | 32.6±3ms | 1.05 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF') |
| | 18.5±0.3ms | 19.5±0.5ms | 1.05 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF') |
| | 13.0±2ms | 13.3±3ms | 1.03 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP') |
| | 26.0±2ms | 25.9±1ms | 0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF') |
| | 70.1±2ms | 70.5±2ms | 1.01 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF') |
| | 25.7±1ms | 25.4±0.6ms | 0.99 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP') |
| | 441±2ms | 440±2ms | 1.00 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF') |
| | 2.88±0.06ms | 2.94±0.1ms | 1.02 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF') |
| | 448±2ms | 448±3ms | 1.00 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP') |
| | 446±2ms | 449±3ms | 1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF') |
| | 3.04±0.08ms | 3.03±0.1ms | 1.00 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF') |
| | 451±4ms | 454±3ms | 1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP') |
| | 1.54±0.08ms | 1.55±0.06ms | 1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF') |
| | 2.94±0.1ms | 2.95±0.09ms | 1.01 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF') |
| | 1.57±0.05ms | 1.54±0.09ms | 0.98 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP') |
| | 1.55±0.08ms | 1.51±0.06ms | 0.97 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF') |
| | 2.99±0.09ms | 3.09±0.08ms | 1.03 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF') |
| | 1.58±0.09ms | 1.61±0.08ms | 1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP') |
| | 355±1ms | 364±4ms | 1.02 | load.ManyVars.time_many_var_load |
| | 8.19±0.04ms | 8.44±0.09ms | 1.03 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF') |
| | 8.98±0.1ms | 9.10±0.03ms | 1.01 | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP') |
| | 1.36±0.01s | 1.37±0.01s | 1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF') |
| | 1.53±0.02s | 1.55±0.01s | 1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP') |
| | 3.96±0.04ms | 3.98±0.01ms | 1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF') |
| | 4.23±0.02ms | 4.28±0.03ms | 1.01 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP') |
| | 8.09±0.06ms | 8.15±0.05ms | 1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), False) |
| | 4.72±0.02ms | 4.76±0.03ms | 1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True) |
| | 1.35±0.01s | 1.36±0s | 1.00 | load.StructuredFF.time_structured_load((2, 2, 1000), False) |
| | 373±5ms | 379±5ms | 1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), True) |
| | 3.93±0.03ms | 3.95±0.02ms | 1.00 | load.StructuredFF.time_structured_load((2, 2, 2), False) |
| | 3.54±0.02ms | 3.58±0.04ms | 1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True) |
| | 153±3ms | 151±1ms | 0.99 | load.TimeConstraint.time_time_constraint(20, 'FF') |
| | 23.3±0.3ms | 23.6±0.2ms | 1.01 | load.TimeConstraint.time_time_constraint(20, 'NetCDF') |
| | 165±1ms | 166±0.8ms | 1.01 | load.TimeConstraint.time_time_constraint(20, 'PP') |
| | 29.5±0.2ms | 29.7±0.1ms | 1.01 | load.TimeConstraint.time_time_constraint(3, 'FF') |
| | 23.0±0.4ms | 23.3±0.4ms | 1.01 | load.TimeConstraint.time_time_constraint(3, 'NetCDF') |
| | 31.7±0.2ms | 32.0±0.4ms | 1.01 | load.TimeConstraint.time_time_constraint(3, 'PP') |
| | 17.5±0.4ms | 17.8±0.2ms | 1.02 | load.ugrid.BasicLoading.time_load_file(1) |
| | 42.0±0.3ms | 42.0±0.3ms | 1.00 | load.ugrid.BasicLoading.time_load_file(200000) |
| | 14.1±0.2ms | 14.2±0.1ms | 1.01 | load.ugrid.BasicLoading.time_load_mesh(1) |
| | 22.6±0.4ms | 23.3±0.3ms | 1.03 | load.ugrid.BasicLoading.time_load_mesh(200000) |
| | 17.8±0.3ms | 17.9±0.3ms | 1.01 | load.ugrid.BasicLoadingTime.time_load_file(1) |
| | 20.7±0.3ms | 21.4±0.3ms | 1.03 | load.ugrid.BasicLoadingTime.time_load_file(200000) |
| | 14.2±0.3ms | 14.6±0.2ms | 1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(1) |
| | 17.2±0.2ms | 17.7±0.4ms | 1.03 | load.ugrid.BasicLoadingTime.time_load_mesh(200000) |
| | 18.7±0.3ms | 18.7±0.4ms | 1.00 | load.ugrid.Callback.time_load_file_callback(1) |
| | 51.1±0.4ms | 50.7±0.3ms | 0.99 | load.ugrid.Callback.time_load_file_callback(200000) |
| | 18.8±0.4ms | 18.7±0.4ms | 1.00 | load.ugrid.CallbackTime.time_load_file_callback(1) |
| | 23.0±0.4ms | 22.8±0.3ms | 0.99 | load.ugrid.CallbackTime.time_load_file_callback(200000) |
| | 2.84±0.1ms | 2.89±0.1ms | 1.02 | load.ugrid.DataRealisation.time_realise_data(10000) |
| | 5.48±0.7ms | 5.66±0.8ms | 1.03 | load.ugrid.DataRealisation.time_realise_data(200000) |
| | 39.4±0.9ms | 40.2±0.7ms | 1.02 | load.ugrid.DataRealisationTime.time_realise_data(10000) |
| | 798±7ms | 803±8ms | 1.01 | load.ugrid.DataRealisationTime.time_realise_data(200000) |
| | 77.4±0.5ns | 77.8±0.5ns | 1.00 | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields |
| | 735±3ns | 748±10ns | 1.02 | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values |
| | 77.9±0.4ns | 77.4±0.5ns | 0.99 | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields |
| | 746±3ns | 759±10ns | 1.02 | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values |
| | 77.4±0.3ns | 77.6±0.4ns | 1.00 | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields |
| | 869±10ns | 879±10ns | 1.01 | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values |
| | 80.9±2ns | 78.4±0.4ns | 0.97 | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields |
| | 924±10ns | 961±30ns | 1.04 | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values |
| | 77.9±0.5ns | 77.5±0.3ns | 0.99 | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields |
| | 868±4ns | 866±9ns | 1.00 | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values |
| | 77.9±0.4ns | 77.2±0.2ns | 0.99 | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields |
| | 1.00±0.03μs | 1.01±0.02μs | 1.01 | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values |
| | 872±9ns | 883±4ns | 1.01 | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1) |
| | 6.92±0.09μs | 6.92±0.06μs | 1.00 | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10) |
| | 66.3±0.2μs | 66.6±0.4μs | 1.01 | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100) |
| | 870±5ns | 890±5ns | 1.02 | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1) |
| | 6.96±0.07μs | 6.91±0.02μs | 0.99 | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10) |
| | 66.9±0.8μs | 66.9±0.9μs | 1.00 | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100) |
| | 918±10ns | 927±5ns | 1.01 | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1) |
| | 7.46±0.1μs | 7.35±0.04μs | 0.99 | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10) |
| | 70.8±0.09μs | 71.2±0.5μs | 1.01 | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100) |
| | 969±20ns | 988±30ns | 1.02 | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1) |
| | 7.85±0.1μs | 7.99±0.3μs | 1.02 | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10) |
| | 74.4±0.9μs | 76.9±3μs | 1.03 | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100) |
| | 913±9ns | 925±5ns | 1.01 | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1) |
| | 7.42±0.1μs | 7.45±0.1μs | 1.00 | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10) |
| | 70.5±0.3μs | 71.2±0.5μs | 1.01 | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100) |
| | 989±20ns | 1.03±0.04μs | 1.04 | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1) |
| | 8.23±0.1μs | 8.39±0.3μs | 1.02 | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10) |
| | 78.9±0.7μs | 81.4±3μs | 1.03 | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100) |
| | 83.1±0.2ns | 83.5±0.7ns | 1.00 | mixin.CFVariableMixin.time_get_attributes |
| | 81.5±0.5ns | 82.9±1ns | 1.02 | mixin.CFVariableMixin.time_get_long_name |
| | 776±4ns | 775±9ns | 1.00 | mixin.CFVariableMixin.time_get_metadata |
| | 81.4±0.5ns | 81.9±0.4ns | 1.01 | mixin.CFVariableMixin.time_get_standard_name |
| | 83.4±0.4ns | 84.5±1ns | 1.01 | mixin.CFVariableMixin.time_get_units |
| | 81.4±0.7ns | 81.9±0.4ns | 1.01 | mixin.CFVariableMixin.time_get_var_name |
| | 774±20ns | 782±20ns | 1.01 | mixin.CFVariableMixin.time_set_attributes |
| | 115±2ns | 115±0.8ns | 1.00 | mixin.CFVariableMixin.time_set_long_name |
| | 3.48±0.02μs | 3.50±0.02μs | 1.01 | mixin.CFVariableMixin.time_set_metadata__dict |
| | 4.48±0.05μs | 4.52±0.04μs | 1.01 | mixin.CFVariableMixin.time_set_metadata__metadata |
| | 4.38±0.02μs | 4.43±0.04μs | 1.01 | mixin.CFVariableMixin.time_set_metadata__tuple |
| | 550±5ns | 553±6ns | 1.01 | mixin.CFVariableMixin.time_set_standard_name |
| | 434±3ns | 430±3ns | 0.99 | mixin.CFVariableMixin.time_set_units |
| | 445±1ns | 450±2ns | 1.01 | mixin.CFVariableMixin.time_set_var_name |
| | 365±3ms | 363±1ms | 1.00 | plot.AuxSort.time_aux_sort |
| | 79.7±3ms | 79.9±2ms | 1.00 | regridding.CurvilinearRegridding.time_regrid_pic |
| | 98.4±1ms | 97.9±1ms | 1.00 | regridding.HorizontalChunkedRegridding.time_regrid_area_w |
| | 48.9±2ms | 50.1±2ms | 1.03 | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid |
| | 4.05±0.04ms | 4.09±0.08ms | 1.01 | save.NetcdfSave.time_netcdf_save_cube(50, False) |
| | 71.7±0.8ms | 72.5±2ms | 1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True) |
| | 52.4±1ms | 52.8±2ms | 1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False) |
| | 564±3ms | 566±4ms | 1.00 | save.NetcdfSave.time_netcdf_save_cube(600, True) |
| | 90.5±0.5ns | 90.1±1ns | 1.00 | save.NetcdfSave.time_netcdf_save_mesh(50, False) |
| | 55.2±0.9ms | 55.3±0.5ms | 1.00 | save.NetcdfSave.time_netcdf_save_mesh(50, True) |
| | 89.5±0.7ns | 89.6±0.9ns | 1.00 | save.NetcdfSave.time_netcdf_save_mesh(600, False) |
| | 496±5ms | 494±4ms | 1.00 | save.NetcdfSave.time_netcdf_save_mesh(600, True) |
| | 42.8±1ms | 43.3±0.9ms | 1.01 | stats.PearsonR.time_lazy |
| | 19.1±0.2ms | 19.1±0.3ms | 1.00 | stats.PearsonR.time_real |
| | 23.3±0.2ms | 23.2±1ms | 0.99 | trajectory.TrajectoryInterpolation.time_trajectory_linear |
| | 58.8±0.6ms | 59.3±0.5ms | 1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest |
Generated by GHA run 9019506097
Thanks @stephenworsley !