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@pp-mo pp-mo commented Jul 26, 2024

Testing for benchmark impact of #6061
Based on a version of #6061 with extra commit pulled in from #6077 to "fix" the benchmarks

pp-mo and others added 8 commits July 22, 2024 15:30
Replace experiment.ugrid, including docstrings and imports.

Fix test_ParseUgridOnLoad

Fix ugrid.load.

Remove PARSE_UGRID from t/i/ugrid/test_ugrid_save

Remove PARSE_UGRID from t/u/ff/nc/saver/test_save

Remove PARSE_UGRID from t/i/exp/geovista/(both)

Remove PARSE_UGRID from t/u/tests/stock/test_netcdf
Include alternative index workaround.
@pp-mo pp-mo added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Jul 26, 2024
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codecov bot commented Jul 26, 2024

Codecov Report

Attention: Patch coverage is 66.66667% with 16 lines in your changes missing coverage. Please review.

Project coverage is 89.69%. Comparing base (304c5e0) to head (c6a4ab4).

Files with missing lines Patch % Lines
lib/iris/experimental/ugrid.py 0.00% 16 Missing ⚠️
Additional details and impacted files
@@                  Coverage Diff                   @@
##           bmfixed_6061_BASIS    #6089      +/-   ##
======================================================
- Coverage               89.75%   89.69%   -0.07%     
======================================================
  Files                      90       91       +1     
  Lines                   22981    22997      +16     
  Branches                 5026     5026              
======================================================
  Hits                    20627    20627              
- Misses                   1624     1640      +16     
  Partials                  730      730              

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@pp-mo pp-mo added benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts and removed benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts labels Jul 26, 2024
@pp-mo pp-mo removed the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Jul 26, 2024
@pp-mo pp-mo added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Jul 26, 2024
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⏱️ Performance Benchmark Report: 3b7b097

Performance shifts
| Change   |   Before [c333b7f7]  |   After [3b7b0970]  |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| -        |                    2 |                 1.6 |     0.8 | save.NetcdfSave.track_addedmem_netcdf_save(50, True) |
Full benchmark results

Benchmarks that have improved:

| Change   |   Before [c333b7f7]  |   After [3b7b0970]  |   Ratio | Benchmark (Parameter)                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------|
| -        |                    2 |                 1.6 |     0.8 | save.NetcdfSave.track_addedmem_netcdf_save(50, True) |

Benchmarks that have stayed the same:

| Change   | Before [c333b7f7]    | After [3b7b0970]    |   Ratio | Benchmark (Parameter)                                                                                  |
|----------|----------------------|---------------------|---------|--------------------------------------------------------------------------------------------------------|
|          | 53.4±0.5ms           | 52.8±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                                         |
|          | 54.2±0.4ms           | 53.5±0.5ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                                          |
|          | 189±2ms              | 188±3ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                               |
|          | 189±2ms              | 188±2ms             |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                                |
|          | 36.3±0.5ms           | 36.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                                         |
|          | 37.0±0.4ms           | 37.2±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                                          |
|          | 36.3±0.5ms           | 36.1±0.3ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                                         |
|          | 36.7±0.4ms           | 36.6±0.4ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                                          |
|          | 45.9±0.7ms           | 46.1±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                           |
|          | 47.1±0.6ms           | 46.7±0.4ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                            |
|          | 119±2ms              | 119±0.9ms           |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                                       |
|          | 120±0.7ms            | 120±1ms             |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                                        |
|          | 50.8±0.6ms           | 50.8±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                                          |
|          | 51.4±0.9ms           | 51.4±0.6ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                           |
|          | 36.1±0.5ms           | 36.3±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                                        |
|          | 36.9±0.5ms           | 36.9±0.5ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                                         |
|          | 46.2±0.6ms           | 45.7±0.7ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                           |
|          | 46.2±0.6ms           | 46.6±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                            |
|          | 1.31±0.01s           | 1.31±0.01s          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                                          |
|          | 1.31±0.01s           | 1.32±0.01s          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                           |
|          | 664±10ms             | 674±10ms            |    1.02 | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                                    |
|          | 667±10ms             | 664±10ms            |    1    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                                     |
|          | 34.4±0.4ms           | 34.7±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                                    |
|          | 35.2±0.2ms           | 35.6±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                                     |
|          | 61.3±0.6ms           | 61.9±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                           |
|          | 62.1±0.9ms           | 62.5±0.9ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                            |
|          | 65.4±0.8ms           | 64.6±0.6ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                                       |
|          | 65.8±0.8ms           | 65.2±0.8ms          |    0.99 | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                                        |
|          | 60.4±0.5ms           | 60.9±0.7ms          |    1.01 | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                                      |
|          | 60.9±0.8ms           | 61.0±0.7ms          |    1    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                                       |
|          | 19.3±0.5ms           | 19.3±0.4ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                                          |
|          | 23.0±0.4ms           | 23.1±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                           |
|          | 130±2ms              | 130±1ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                                |
|          | 143±0.5ms            | 143±2ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                                 |
|          | 17.7±0.5ms           | 17.8±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                                          |
|          | 21.4±0.3ms           | 21.5±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                           |
|          | 17.5±0.4ms           | 17.8±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                                          |
|          | 21.2±1ms             | 21.4±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                           |
|          | 18.0±0.2ms           | 18.1±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                            |
|          | 21.6±0.3ms           | 22.0±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                             |
|          | 34.0±1ms             | 33.8±0.8ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                                        |
|          | 37.7±1ms             | 37.9±0.7ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                                         |
|          | 18.7±0.9ms           | 18.7±0.6ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                           |
|          | 22.0±0.2ms           | 22.2±0.3ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                            |
|          | 18.2±0.1ms           | 18.2±0.3ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                                         |
|          | 21.8±0.2ms           | 22.0±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                                          |
|          | 18.0±0.2ms           | 18.1±0.5ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                            |
|          | 21.4±0.1ms           | 22.0±0.4ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                             |
|          | 552±5ms              | 554±6ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                           |
|          | 560±5ms              | 553±4ms             |    0.99 | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                            |
|          | 147±0.5ms            | 148±2ms             |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                                     |
|          | 165±0.9ms            | 165±1ms             |    1    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                                      |
|          | 17.2±0.3ms           | 17.4±0.4ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                                     |
|          | 20.9±0.2ms           | 21.1±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                                      |
|          | 20.7±0.4ms           | 20.6±0.2ms          |    1    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                            |
|          | 24.1±0.2ms           | 24.4±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                             |
|          | 20.5±0.2ms           | 20.7±0.2ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                                        |
|          | 24.1±0.3ms           | 24.5±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                                         |
|          | 20.1±0.3ms           | 20.3±0.6ms          |    1.01 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                                       |
|          | 23.4±0.3ms           | 23.9±0.5ms          |    1.02 | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                                        |
|          | 81.9±1ms             | 82.5±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                                |
|          | 82.6±0.6ms           | 82.8±0.5ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                                 |
|          | 93.9±0.6ms           | 94.3±2ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                                 |
|          | 94.8±0.7ms           | 95.2±1ms            |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                                  |
|          | 57.6±0.6ms           | 57.9±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                                 |
|          | 58.1±0.5ms           | 58.7±0.8ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                                  |
|          | 28.6±0.3ms           | 28.8±0.7ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                                 |
|          | 32.1±0.7ms           | 32.3±0.6ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                                  |
|          | 30.7±0.3ms           | 31.2±0.4ms          |    1.02 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                                  |
|          | 34.2±0.5ms           | 34.4±0.9ms          |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                                   |
|          | 25.2±0.2ms           | 25.3±0.7ms          |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                                  |
|          | 28.7±0.3ms           | 29.6±0.8ms          |    1.03 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                                   |
|          | 320±2ms              | 321±3ms             |    1    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)                          |
|          | 339±5ms              | 341±5ms             |    1.01 | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                           |
|          | 1.12±0.01ms          | 1.12±0.01ms         |    1.01 | cube.CubeCreation.time_create(False, 'construct')                                                      |
|          | 403±5μs              | 405±3μs             |    1    | cube.CubeCreation.time_create(False, 'instantiate')                                                    |
|          | 943±9μs              | 954±20μs            |    1.01 | cube.CubeCreation.time_create(True, 'construct')                                                       |
|          | 570±10μs             | 580±5μs             |    1.02 | cube.CubeCreation.time_create(True, 'instantiate')                                                     |
|          | 218±3ms              | 218±4ms             |    1    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                             |
|          | 111±1ms              | 112±0.9ms           |    1.01 | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                                      |
|          | 228±2ms              | 228±6ms             |    1    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                                       |
|          | 16.5±0.2μs           | 16.6±0.1μs          |    1.01 | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                                   |
|          | 303±2ms              | 305±5ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'all_equal')                                              |
|          | 197±2ms              | 199±4ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                                       |
|          | 308±4ms              | 311±7ms             |    1.01 | cube.CubeEquality.time_equality(False, True, 'data_inequality')                                        |
|          | 16.7±0.2μs           | 17.0±0.2μs          |    1.02 | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                                    |
|          | 217±2ms              | 219±4ms             |    1.01 | cube.CubeEquality.time_equality(True, False, 'all_equal')                                              |
|          | 113±1ms              | 112±2ms             |    1    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                                       |
|          | 230±3ms              | 226±3ms             |    0.98 | cube.CubeEquality.time_equality(True, False, 'data_inequality')                                        |
|          | 53.5±0.9μs           | 53.1±0.5μs          |    0.99 | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                                    |
|          | 300±2ms              | 306±4ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'all_equal')                                               |
|          | 197±2ms              | 199±2ms             |    1.01 | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                                        |
|          | 311±5ms              | 316±5ms             |    1.02 | cube.CubeEquality.time_equality(True, True, 'data_inequality')                                         |
|          | 54.0±0.5μs           | 54.2±0.7μs          |    1    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                                     |
|          | 390±3ns              | 391±2ns             |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)                 |
|          | 256±3ms              | 258±3ms             |    1.01 | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)                |
|          | 0.6                  | 0.6                 |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(50)       |
|          | 57.3                 | 57.3                |    1    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.track_addedmem_compute_data(500)      |
|          | 14.2±0.2ms           | 14.5±0.3ms          |    1.02 | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)              |
|          | 16.0±0.4ms           | 16.1±0.2ms          |    1    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)             |
|          | 0.5                  | 0.5                 |    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)   |
|          | 105±1ms              | 106±1ms             |    1.01 | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)            |
|          | 690±6ms              | 690±6ms             |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)           |
|          | 1.4                  | 1.4                 |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(50)  |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.track_addedmem_stream_file2file(500) |
|          | 65.0±0.5ms           | 66.5±2ms            |    1.02 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                                |
|          | 644±2ms              | 649±5ms             |    1.01 | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                               |
|          | 1.3                  | 1.3                 |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_save(50)                      |
|          | 92.0                 | 92.0                |    1    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_addedmem_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)                    |
|          | 663±8μs              | 666±8μs             |    1    | import_iris.Iris.time__concatenate                                                                     |
|          | 181±3μs              | 179±4μs             |    0.99 | import_iris.Iris.time__constraints                                                                     |
|          | 109±0.7μs            | 110±2μs             |    1.01 | import_iris.Iris.time__data_manager                                                                    |
|          | 93.9±0.4μs           | 93.4±0.3μs          |    0.99 | import_iris.Iris.time__deprecation                                                                     |
|          | 137±1μs              | 137±1μs             |    1.01 | import_iris.Iris.time__lazy_data                                                                       |
|          | 890±10μs             | 892±6μs             |    1    | import_iris.Iris.time__merge                                                                           |
|          | 77.0±1μs             | 76.8±0.4μs          |    1    | import_iris.Iris.time__representation                                                                  |
|          | 480±4μs              | 482±5μs             |    1    | import_iris.Iris.time_analysis                                                                         |
|          | 139±0.9μs            | 138±2μs             |    0.99 | import_iris.Iris.time_analysis__area_weighted                                                          |
|          | 109±0.6μs            | 110±1μs             |    1.01 | import_iris.Iris.time_analysis__grid_angles                                                            |
|          | 241±2μs              | 239±2μs             |    0.99 | import_iris.Iris.time_analysis__interpolation                                                          |
|          | 188±2μs              | 184±2μs             |    0.98 | import_iris.Iris.time_analysis__regrid                                                                 |
|          | 111±2μs              | 111±1μs             |    0.99 | import_iris.Iris.time_analysis__scipy_interpolate                                                      |
|          | 139±3μs              | 139±3μs             |    1    | import_iris.Iris.time_analysis_calculus                                                                |
|          | 327±3μs              | 323±1μs             |    0.99 | import_iris.Iris.time_analysis_cartography                                                             |
|          | 95.0±3μs             | 94.4±0.5μs          |    0.99 | import_iris.Iris.time_analysis_geomerty                                                                |
|          | 217±3μs              | 222±4μs             |    1.02 | import_iris.Iris.time_analysis_maths                                                                   |
|          | 97.5±0.3μs           | 96.8±0.7μs          |    0.99 | import_iris.Iris.time_analysis_stats                                                                   |
|          | 174±4μs              | 171±2μs             |    0.99 | import_iris.Iris.time_analysis_trajectory                                                              |
|          | 306±2μs              | 307±6μs             |    1    | import_iris.Iris.time_aux_factory                                                                      |
|          | 83.9±0.9μs           | 83.7±0.3μs          |    1    | import_iris.Iris.time_common                                                                           |
|          | 162±0.9μs            | 163±2μs             |    1    | import_iris.Iris.time_common_lenient                                                                   |
|          | 989±10μs             | 980±8μs             |    0.99 | import_iris.Iris.time_common_metadata                                                                  |
|          | 133±0.8μs            | 132±1μs             |    0.99 | import_iris.Iris.time_common_mixin                                                                     |
|          | 1.18±0.01ms          | 1.18±0.01ms         |    1    | import_iris.Iris.time_common_resolve                                                                   |
|          | 197±1μs              | 197±3μs             |    1    | import_iris.Iris.time_config                                                                           |
|          | 115±1μs              | 115±2μs             |    1    | import_iris.Iris.time_coord_categorisation                                                             |
|          | 364±2μs              | 365±7μs             |    1    | import_iris.Iris.time_coord_systems                                                                    |
|          | 737±7μs              | 740±9μs             |    1    | import_iris.Iris.time_coords                                                                           |
|          | 663±4μs              | 667±5μs             |    1.01 | import_iris.Iris.time_cube                                                                             |
|          | 225±2μs              | 226±3μs             |    1    | import_iris.Iris.time_exceptions                                                                       |
|          | 78.5±0.8μs           | 77.8±0.3μs          |    0.99 | import_iris.Iris.time_experimental                                                                     |
|          | 185±1μs              | 186±1μs             |    1    | import_iris.Iris.time_fileformats                                                                      |
|          | 254±4μs              | 250±4μs             |    0.99 | import_iris.Iris.time_fileformats__ff                                                                  |
|          | 2.67±0.01ms          | 2.68±0.05ms         |    1    | import_iris.Iris.time_fileformats__ff_cross_references                                                 |
|          | 80.6±0.7μs           | 79.5±0.3μs          |    0.99 | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                     |
|          | 114±0.6μs            | 115±1μs             |    1.01 | import_iris.Iris.time_fileformats_abf                                                                  |
|          | 361±3μs              | 360±4μs             |    1    | import_iris.Iris.time_fileformats_cf                                                                   |
|          | 5.33±0.06ms          | 5.33±0.04ms         |    1    | import_iris.Iris.time_fileformats_dot                                                                  |
|          | 75.2±0.3μs           | 75.5±1μs            |    1    | import_iris.Iris.time_fileformats_name                                                                 |
|          | 255±2μs              | 255±3μs             |    1    | import_iris.Iris.time_fileformats_name_loaders                                                         |
|          | 120±2μs              | 118±1μs             |    0.99 | import_iris.Iris.time_fileformats_netcdf                                                               |
|          | 122±0.9μs            | 121±2μs             |    0.99 | import_iris.Iris.time_fileformats_nimrod                                                               |
|          | 216±3μs              | 212±4μs             |    0.98 | import_iris.Iris.time_fileformats_nimrod_load_rules                                                    |
|          | 785±6μs              | 780±7μs             |    0.99 | import_iris.Iris.time_fileformats_pp                                                                   |
|          | 181±2μs              | 180±2μs             |    0.99 | import_iris.Iris.time_fileformats_pp_load_rules                                                        |
|          | 138±3μs              | 132±1μs             |    0.96 | import_iris.Iris.time_fileformats_pp_save_rules                                                        |
|          | 513±2μs              | 513±3μs             |    1    | import_iris.Iris.time_fileformats_rules                                                                |
|          | 221±5μs              | 220±2μs             |    0.99 | import_iris.Iris.time_fileformats_structured_array_identification                                      |
|          | 83.3±1μs             | 83.6±0.3μs          |    1    | import_iris.Iris.time_fileformats_um                                                                   |
|          | 161±2μs              | 164±2μs             |    1.02 | import_iris.Iris.time_fileformats_um__fast_load                                                        |
|          | 138±0.7μs            | 137±1μs             |    1    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                      |
|          | 76.0±0.5μs           | 76.3±0.9μs          |    1    | import_iris.Iris.time_fileformats_um__ff_replacement                                                   |
|          | 83.8±0.5μs           | 82.3±0.4μs          |    0.98 | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                        |
|          | 975±5μs              | 973±3μs             |    1    | import_iris.Iris.time_fileformats_um_cf_map                                                            |
|          | 136±0.9μs            | 135±0.7μs           |    0.99 | import_iris.Iris.time_io                                                                               |
|          | 172±2μs              | 172±2μs             |    1    | import_iris.Iris.time_io_format_picker                                                                 |
|          | 230±2μs              | 230±2μs             |    1    | import_iris.Iris.time_iris                                                                             |
|          | 129±1μs              | 128±2μs             |    0.99 | import_iris.Iris.time_iterate                                                                          |
|          | 8.32±0.08ms          | 8.39±0.07ms         |    1.01 | import_iris.Iris.time_palette                                                                          |
|          | 2.24±0.04ms          | 2.23±0.03ms         |    0.99 | import_iris.Iris.time_plot                                                                             |
|          | 103±1μs              | 105±0.6μs           |    1.02 | import_iris.Iris.time_quickplot                                                                        |
|          | 2.13±0.02ms          | 2.14±0.01ms         |    1    | import_iris.Iris.time_std_names                                                                        |
|          | 1.76±0.02ms          | 1.77±0.02ms         |    1.01 | import_iris.Iris.time_symbols                                                                          |
|          | 33.9±0.9ms           | 34.4±1ms            |    1.02 | import_iris.Iris.time_tests                                                                            |
|          | 260±3μs              | 255±1μs             |    0.98 | import_iris.Iris.time_third_party_cartopy                                                              |
|          | 4.79±0.04ms          | 4.78±0.02ms         |    1    | import_iris.Iris.time_third_party_cf_units                                                             |
|          | 118±1μs              | 119±0.6μs           |    1.01 | import_iris.Iris.time_third_party_cftime                                                               |
|          | 2.81±0.02ms          | 2.80±0.02ms         |    1    | import_iris.Iris.time_third_party_matplotlib                                                           |
|          | 1.06±0.01ms          | 1.07±0ms            |    1    | import_iris.Iris.time_third_party_numpy                                                                |
|          | 172±1μs              | 170±2μs             |    0.99 | import_iris.Iris.time_third_party_scipy                                                                |
|          | 100±1μs              | 101±1μs             |    1    | import_iris.Iris.time_time                                                                             |
|          | 316±7μs              | 315±2μs             |    1    | import_iris.Iris.time_util                                                                             |
|          | 72.7±0.8μs           | 74.0±0.6μs          |    1.02 | iterate.IZip.time_izip                                                                                 |
|          | 8.06±0.08ms          | 8.07±0.05ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                             |
|          | 28.9±0.3ms           | 29.2±0.7ms          |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                         |
|          | 8.79±0.04ms          | 8.84±0.09ms         |    1.01 | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                             |
|          | 8.02±0.04ms          | 8.02±0.08ms         |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                              |
|          | 26.5±0.2ms           | 26.5±0.2ms          |    1    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                          |
|          | 8.82±0.1ms           | 8.72±0.05ms         |    0.99 | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                              |
|          | 1.32±0.02s           | 1.33±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                               |
|          | 26.1±0.1ms           | 26.5±0.6ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                           |
|          | 1.48±0.01s           | 1.49±0.01s          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                               |
|          | 1.33±0.02s           | 1.33±0.02s          |    1    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                                |
|          | 26.2±0.1ms           | 26.5±0.4ms          |    1.01 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                            |
|          | 1.46±0.01s           | 1.49±0.02s          |    1.02 | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                                |
|          | 3.88±0.05ms          | 3.92±0.04ms         |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                                |
|          | 25.2±0.2ms           | 25.5±0.3ms          |    1.01 | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                            |
|          | 4.16±0.03ms          | 4.15±0.01ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                                |
|          | 3.89±0.03ms          | 3.89±0.02ms         |    1    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                                 |
|          | 25.1±0.1ms           | 25.7±0.5ms          |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                             |
|          | 4.12±0.03ms          | 4.20±0.04ms         |    1.02 | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                                 |
|          | 31.5±3ms             | 30.2±1ms            |    0.96 | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                          |
|          | 18.6±0.5ms           | 18.6±0.3ms          |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                      |
|          | 12.9±1ms             | 12.9±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                          |
|          | 25.2±2ms             | 25.1±1ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                           |
|          | 69.6±2ms             | 69.9±2ms            |    1    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                       |
|          | 25.1±2ms             | 25.5±2ms            |    1.02 | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                           |
|          | 425±2ms              | 427±2ms             |    1    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                            |
|          | 2.82±0.1ms           | 2.79±0.1ms          |    0.99 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                        |
|          | 431±2ms              | 434±3ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                            |
|          | 432±2ms              | 436±7ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                             |
|          | 2.91±0.07ms          | 2.83±0.09ms         |    0.97 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                         |
|          | 436±2ms              | 442±5ms             |    1.01 | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                             |
|          | 1.53±0.06ms          | 1.52±0.08ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                             |
|          | 2.71±0.06ms          | 2.90±0.1ms          |    1.07 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                         |
|          | 1.54±0.05ms          | 1.50±0.05ms         |    0.97 | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                             |
|          | 1.57±0.08ms          | 1.57±0.09ms         |    1    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                              |
|          | 2.82±0.1ms           | 2.87±0.1ms          |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                          |
|          | 1.55±0.07ms          | 1.58±0.08ms         |    1.02 | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                              |
|          | 493±4ms              | 492±6ms             |    1    | load.ManyVars.time_many_var_load                                                                       |
|          | 8.12±0.08ms          | 8.13±0.1ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                       |
|          | 8.99±0.06ms          | 8.98±0.1ms          |    1    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                       |
|          | 1.35±0.02s           | 1.35±0.02s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                         |
|          | 1.51±0.01s           | 1.51±0.01s          |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                         |
|          | 3.94±0.07ms          | 3.92±0.02ms         |    1    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                            |
|          | 4.24±0.03ms          | 4.22±0.03ms         |    0.99 | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                            |
|          | 8.02±0.03ms          | 8.05±0.03ms         |    1    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                          |
|          | 4.72±0.03ms          | 4.76±0.08ms         |    1.01 | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                           |
|          | 1.32±0.02s           | 1.33±0.01s          |    1.01 | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                            |
|          | 361±4ms              | 368±6ms             |    1.02 | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                             |
|          | 3.88±0.04ms          | 3.88±0.03ms         |    1    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                               |
|          | 3.54±0.03ms          | 3.56±0.03ms         |    1.01 | load.StructuredFF.time_structured_load((2, 2, 2), True)                                                |
|          | 147±0.8ms            | 146±2ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                     |
|          | 28.6±0.3ms           | 28.6±0.4ms          |    1    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                                 |
|          | 162±2ms              | 162±3ms             |    1    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                     |
|          | 29.2±0.3ms           | 29.3±0.4ms          |    1    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                      |
|          | 28.5±0.3ms           | 28.3±0.2ms          |    0.99 | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                  |
|          | 31.4±0.2ms           | 31.6±0.2ms          |    1.01 | load.TimeConstraint.time_time_constraint(3, 'PP')                                                      |
|          | 17.7±0.3ms           | 17.5±0.3ms          |    0.99 | load.ugrid.BasicLoading.time_load_file(1)                                                              |
|          | 39.6±0.5ms           | 40.2±0.4ms          |    1.02 | load.ugrid.BasicLoading.time_load_file(200000)                                                         |
|          | 14.6±0.2ms           | 14.3±0.4ms          |    0.98 | load.ugrid.BasicLoading.time_load_mesh(1)                                                              |
|          | 21.7±0.3ms           | 21.6±0.4ms          |    1    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                         |
|          | 17.3±0.2ms           | 17.5±0.4ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_file(1)                                                          |
|          | 19.9±0.5ms           | 20.4±0.3ms          |    1.03 | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                     |
|          | 14.4±0.1ms           | 14.5±0.3ms          |    1    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                          |
|          | 16.8±0.3ms           | 17.0±0.4ms          |    1.01 | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                     |
|          | 18.4±0.2ms           | 18.3±0.2ms          |    0.99 | load.ugrid.Callback.time_load_file_callback(1)                                                         |
|          | 48.4±0.7ms           | 49.6±0.7ms          |    1.03 | load.ugrid.Callback.time_load_file_callback(200000)                                                    |
|          | 18.5±0.4ms           | 18.3±0.2ms          |    0.99 | load.ugrid.CallbackTime.time_load_file_callback(1)                                                     |
|          | 21.4±0.3ms           | 21.6±0.2ms          |    1.01 | load.ugrid.CallbackTime.time_load_file_callback(200000)                                                |
|          | 2.67±0.09ms          | 2.70±0.08ms         |    1.01 | load.ugrid.DataRealisation.time_realise_data(10000)                                                    |
|          | 3.49±0.9ms           | 4.00±0.9ms          |    1.14 | load.ugrid.DataRealisation.time_realise_data(200000)                                                   |
|          | 35.4±0.5ms           | 36.5±0.7ms          |    1.03 | load.ugrid.DataRealisationTime.time_realise_data(10000)                                                |
|          | 784±6ms              | 788±5ms             |    1    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                               |
|          | 119±2ms              | 119±3ms             |    1    | merge_concat.Concatenate.time_concatenate                                                              |
|          | 24.0                 | 24.1                |    1    | merge_concat.Concatenate.track_mem_merge                                                               |
|          | 47.2±0.4ms           | 47.4±1ms            |    1    | merge_concat.Merge.time_merge                                                                          |
|          | 11.0                 | 10.9                |    0.99 | merge_concat.Merge.track_mem_merge                                                                     |
|          | 6.53±0.01ms          | 6.56±0.02ms         |    1    | plot.AuxSort.time_aux_sort                                                                             |
|          | 76.1±3ms             | 75.9±2ms            |    1    | regridding.CurvilinearRegridding.time_regrid_pic                                                       |
|          | 144.9                | 144.9               |    1    | regridding.CurvilinearRegridding.track_mem_regrid_pic                                                  |
|          | 97.6±0.6ms           | 96.8±0.8ms          |    0.99 | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                              |
|          | 46.6±2ms             | 46.7±2ms            |    1    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                     |
|          | 111.6                | 111.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w                                         |
|          | 150.6                | 150.6               |    1    | regridding.HorizontalChunkedRegridding.track_mem_regrid_area_w_new_grid                                |
|          | 4.03±0.06ms          | 4.04±0.08ms         |    1    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                       |
|          | 70.1±0.6ms           | 70.9±0.9ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                        |
|          | 51.5±0.6ms           | 52.1±0.8ms          |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                      |
|          | 552±1ms              | 556±4ms             |    1.01 | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                       |
|          | 90.3±0.6ns           | 89.6±0.6ns          |    0.99 | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                       |
|          | 54.0±0.6ms           | 54.8±0.5ms          |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                        |
|          | 90.3±0.6ns           | 90.1±0.2ns          |    1    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                      |
|          | 485±3ms              | 488±3ms             |    1.01 | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                       |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(50, False)                                                  |
|          | 0.3                  | 0.3                 |    1    | save.NetcdfSave.track_addedmem_netcdf_save(600, False)                                                 |
|          | 181.7                | 198.1               |    1.09 | save.NetcdfSave.track_addedmem_netcdf_save(600, True)                                                  |
|          | 42.0±0.9ms           | 41.5±1ms            |    0.99 | stats.PearsonR.time_lazy                                                                               |
|          | 18.7±0.3ms           | 18.8±0.3ms          |    1    | stats.PearsonR.time_real                                                                               |
|          | 19.6                 | 19.6                |    1    | stats.PearsonR.track_lazy                                                                              |
|          | 17.8                 | 17.8                |    1    | stats.PearsonR.track_real                                                                              |
|          | 22.8±0.3ms           | 23.5±1ms            |    1.03 | trajectory.TrajectoryInterpolation.time_trajectory_linear                                              |
|          | 59.9±0.5ms           | 60.3±0.6ms          |    1.01 | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                             |
|          | 32.2                 | 32.2                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_linear                                             |
|          | 21.6                 | 21.6                |    1    | trajectory.TrajectoryInterpolation.track_trajectory_nearest                                            |

Generated by GHA run 10109194547

@pp-mo pp-mo deleted the branch SciTools:bmfixed_6061_BASIS July 26, 2024 11:10
@pp-mo pp-mo closed this Jul 26, 2024
@pp-mo pp-mo deleted the bmfixed_6061 branch December 10, 2024 12:41
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