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🚀 Pull Request

Description

Since #5095 - 2022 - it now seems much more difficult to replicate the not a valid ID error. This is even true if I check out Iris 3.5 and try it there, even when running large numbers of operations on a cluster. Expect this is due to hardware improvements.

So I think that the awkwardness of not using DatasetWrapper within NetCDFDataProxy and NetCDFWriteProxy might not be worth it any more. I wanted to capture my thoughts quickly while they were fresh in my head.

The use of a custom exception class with a meaningful error message should make it much easier for users to handle not a valid ID on the rare occasions it does occur, as well as encouraging users to contact us if they see it more often than expected.

To do

  • What's New entry
  • Tests

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

@trexfeathers trexfeathers requested a review from pp-mo January 21, 2026 15:39
@trexfeathers trexfeathers added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Jan 21, 2026


class NcParallelError(IrisError):
"""Raised when a netCDF operation fails due to parallel I/O issues."""
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Suggested change
"""Raised when a netCDF operation fails due to parallel I/O issues."""
"""Raised when a NetCDF operation fails due to parallel I/O issues."""

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@trexfeathers trexfeathers Jan 21, 2026

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Could consider moving NetCDFDataProxy and NetCDFWriteProxy back into loader.py and saver.py

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⏱️ Performance Benchmark Report: d472a9a

Performance shifts
| Change   | Before [ac7c7cfe]    | After [d472a9a5]    |   Ratio | Benchmark (Parameter)                               |
|----------|----------------------|---------------------|---------|-----------------------------------------------------|
| +        | 5.30±0.2ms           | 6.67±0.4ms          |    1.26 | load.ugrid.DataRealisation.time_realise_data(10000) |
Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [ac7c7cfe]    | After [d472a9a5]    | Ratio   | Benchmark (Parameter)                                                                       |
|----------|----------------------|---------------------|---------|---------------------------------------------------------------------------------------------|
|          | 20.0±0.08ms          | 20.1±0.5ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(False)                              |
|          | 53.5±0.7ms           | 56.4±2ms            | 1.06    | aggregate_collapse.Aggregation.time_aggregated_by_COUNT(True)                               |
|          | 34.0±0.4ms           | 34.5±0.7ms          | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(False)                    |
|          | 190±3ms              | 203±10ms            | 1.07    | aggregate_collapse.Aggregation.time_aggregated_by_FAST_PERCENTILE(True)                     |
|          | 22.1±0.2ms           | 23.0±0.8ms          | 1.04    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(False)                              |
|          | 33.8±0.9ms           | 35.6±1ms            | 1.05    | aggregate_collapse.Aggregation.time_aggregated_by_GMEAN(True)                               |
|          | 22.6±0.5ms           | 22.7±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(False)                              |
|          | 33.7±0.7ms           | 34.6±1ms            | 1.03    | aggregate_collapse.Aggregation.time_aggregated_by_HMEAN(True)                               |
|          | 20.3±0.3ms           | 19.8±0.4ms          | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(False)                                |
|          | 45.8±0.5ms           | 46.2±2ms            | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX(True)                                 |
|          | 131±8ms              | 132±5ms             | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(False)                            |
|          | 136±2ms              | 138±5ms             | 1.02    | aggregate_collapse.Aggregation.time_aggregated_by_MAX_RUN(True)                             |
|          | 21.3±0.2ms           | 21.5±0.4ms          | 1.01    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(False)                               |
|          | 49.7±0.4ms           | 51.7±1ms            | 1.04    | aggregate_collapse.Aggregation.time_aggregated_by_MEAN(True)                                |
|          | 22.7±0.3ms           | 22.8±0.8ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(False)                             |
|          | 60.0±0.7ms           | 58.2±2ms            | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_MEDIAN(True)                              |
|          | 20.1±0.2ms           | 19.9±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(False)                                |
|          | 47.3±1ms             | 46.6±2ms            | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_MIN(True)                                 |
|          | 1.10±0.01s           | 1.09±0.01s          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(False)                               |
|          | 1.09±0.01s           | 1.08±0.01s          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PEAK(True)                                |
|          | 218±2ms              | 216±3ms             | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(False)                         |
|          | 389±10ms             | 390±20ms            | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_PERCENTILE(True)                          |
|          | 21.2±0.4ms           | 20.9±0.4ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(False)                         |
|          | 32.1±0.8ms           | 31.9±1ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_PROPORTION(True)                          |
|          | 21.4±0.3ms           | 21.4±0.6ms          | 1.00    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(False)                                |
|          | 60.1±1ms             | 58.5±2ms            | 0.97    | aggregate_collapse.Aggregation.time_aggregated_by_RMS(True)                                 |
|          | 22.2±0.3ms           | 22.0±0.6ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(False)                            |
|          | 64.7±1ms             | 63.8±2ms            | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_STD_DEV(True)                             |
|          | 21.9±0.4ms           | 21.7±0.5ms          | 0.99    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(False)                           |
|          | 60.5±2ms             | 59.6±2ms            | 0.98    | aggregate_collapse.Aggregation.time_aggregated_by_VARIANCE(True)                            |
|          | 7.87±0.07ms          | 7.71±0.2ms          | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(False)                               |
|          | 23.5±0.7ms           | 24.4±0.8ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_COUNT(True)                                |
|          | 19.7±0.2ms           | 20.1±0.4ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(False)                     |
|          | 148±6ms              | 152±10ms            | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_FAST_PERCENTILE(True)                      |
|          | 8.16±0.09ms          | 8.27±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(False)                               |
|          | 22.2±0.4ms           | 23.0±0.8ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_GMEAN(True)                                |
|          | 8.18±0.05ms          | 8.18±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(False)                               |
|          | 22.2±0.6ms           | 22.5±0.7ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_HMEAN(True)                                |
|          | 7.90±0.09ms          | 7.81±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(False)                                 |
|          | 22.1±0.8ms           | 23.0±0.9ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_MAX(True)                                  |
|          | 24.3±0.3ms           | 24.6±0.6ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(False)                             |
|          | 37.3±0.5ms           | 36.4±1ms            | 0.98    | aggregate_collapse.Aggregation.time_collapsed_by_MAX_RUN(True)                              |
|          | 8.01±0.1ms           | 8.05±0.2ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(False)                                |
|          | 23.1±0.6ms           | 23.6±0.8ms          | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_MEAN(True)                                 |
|          | 8.99±0.2ms           | 8.92±0.2ms          | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(False)                              |
|          | 25.0±0.5ms           | 26.5±1ms            | 1.06    | aggregate_collapse.Aggregation.time_collapsed_by_MEDIAN(True)                               |
|          | 7.74±0.03ms          | 7.87±0.2ms          | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(False)                                 |
|          | 22.1±0.6ms           | 23.1±0.8ms          | 1.04    | aggregate_collapse.Aggregation.time_collapsed_by_MIN(True)                                  |
|          | 535±5ms              | 532±4ms             | 0.99    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(False)                                |
|          | 542±3ms              | 543±3ms             | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PEAK(True)                                 |
|          | 46.3±0.5ms           | 47.2±1ms            | 1.02    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(False)                          |
|          | 163±5ms              | 171±5ms             | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_PERCENTILE(True)                           |
|          | 8.03±0.1ms           | 8.06±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(False)                          |
|          | 22.1±0.5ms           | 22.6±1ms            | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_PROPORTION(True)                           |
|          | 8.01±0.03ms          | 8.09±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(False)                                 |
|          | 24.2±0.6ms           | 25.4±0.7ms          | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_RMS(True)                                  |
|          | 8.29±0.1ms           | 8.28±0.2ms          | 1.00    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(False)                             |
|          | 24.2±0.4ms           | 24.9±0.6ms          | 1.03    | aggregate_collapse.Aggregation.time_collapsed_by_STD_DEV(True)                              |
|          | 8.35±0.09ms          | 8.43±0.1ms          | 1.01    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(False)                            |
|          | 23.7±0.4ms           | 24.9±0.8ms          | 1.05    | aggregate_collapse.Aggregation.time_collapsed_by_VARIANCE(True)                             |
|          | 21.6±0.4ms           | 21.8±0.4ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(False)                     |
|          | 84.0±0.9ms           | 87.3±3ms            | 1.04    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_MEAN(True)                      |
|          | 21.6±0.2ms           | 22.1±0.6ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(False)                      |
|          | 97.1±0.9ms           | 97.6±2ms            | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_RMS(True)                       |
|          | 20.5±0.2ms           | 20.8±0.2ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(False)                      |
|          | 55.5±1ms             | 56.8±2ms            | 1.02    | aggregate_collapse.WeightedAggregation.time_w_aggregated_by_SUM(True)                       |
|          | 8.33±0.08ms          | 8.40±0.1ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(False)                      |
|          | 29.6±0.5ms           | 29.8±0.8ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_MEAN(True)                       |
|          | 8.22±0.07ms          | 8.33±0.1ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(False)                       |
|          | 30.9±0.7ms           | 31.6±0.8ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_RMS(True)                        |
|          | 7.96±0.05ms          | 8.07±0.2ms          | 1.01    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(False)                       |
|          | 24.8±0.3ms           | 25.4±0.8ms          | 1.02    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_SUM(True)                        |
|          | 229±4ms              | 227±3ms             | 0.99    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(False)               |
|          | 311±4ms              | 320±5ms             | 1.03    | aggregate_collapse.WeightedAggregation.time_w_collapsed_by_WPERCENTILE(True)                |
|          | 1.12±0.01ms          | 1.10±0.01ms         | 0.98    | cube.CubeCreation.time_create(False, 'construct')                                           |
|          | 388±2μs              | 388±4μs             | 1.00    | cube.CubeCreation.time_create(False, 'instantiate')                                         |
|          | 2.01±0.03ms          | 1.98±0.02ms         | 0.99    | cube.CubeCreation.time_create(True, 'construct')                                            |
|          | 1.40±0.02ms          | 1.40±0.02ms         | 0.99    | cube.CubeCreation.time_create(True, 'instantiate')                                          |
|          | 82.2±2ms             | 85.8±3ms            | 1.04    | cube.CubeEquality.time_equality(False, False, 'all_equal')                                  |
|          | 23.9±0.7ms           | 24.1±0.8ms          | 1.01    | cube.CubeEquality.time_equality(False, False, 'coord_inequality')                           |
|          | 95.5±1ms             | 98.2±6ms            | 1.03    | cube.CubeEquality.time_equality(False, False, 'data_inequality')                            |
|          | 16.8±0.2μs           | 16.5±0.2μs          | 0.98    | cube.CubeEquality.time_equality(False, False, 'metadata_inequality')                        |
|          | 85.6±2ms             | 91.1±5ms            | 1.06    | cube.CubeEquality.time_equality(False, True, 'all_equal')                                   |
|          | 26.6±0.8ms           | 26.4±1ms            | 0.99    | cube.CubeEquality.time_equality(False, True, 'coord_inequality')                            |
|          | 102±1ms              | 104±5ms             | 1.02    | cube.CubeEquality.time_equality(False, True, 'data_inequality')                             |
|          | 16.7±0.2μs           | 16.5±0.2μs          | 0.99    | cube.CubeEquality.time_equality(False, True, 'metadata_inequality')                         |
|          | 187±2ms              | 203±8ms             | 1.09    | cube.CubeEquality.time_equality(True, False, 'all_equal')                                   |
|          | 79.2±2ms             | 88.1±3ms            | 1.11    | cube.CubeEquality.time_equality(True, False, 'coord_inequality')                            |
|          | 214±2ms              | 232±8ms             | 1.08    | cube.CubeEquality.time_equality(True, False, 'data_inequality')                             |
|          | 53.5±0.6μs           | 54.1±0.7μs          | 1.01    | cube.CubeEquality.time_equality(True, False, 'metadata_inequality')                         |
|          | 278±20ms             | 320±20ms            | 1.15    | cube.CubeEquality.time_equality(True, True, 'all_equal')                                    |
|          | 170±3ms              | 187±10ms            | 1.10    | cube.CubeEquality.time_equality(True, True, 'coord_inequality')                             |
|          | 307±10ms             | 341±20ms            | 1.11    | cube.CubeEquality.time_equality(True, True, 'data_inequality')                              |
|          | 370±4μs              | 363±10μs            | 0.98    | cube.CubeEquality.time_equality(True, True, 'metadata_inequality')                          |
|          | 958±20μs             | 959±20μs            | 1.00    | import_iris.Iris.time__concatenate                                                          |
|          | 221±2μs              | 227±4μs             | 1.03    | import_iris.Iris.time__constraints                                                          |
|          | 136±3μs              | 136±1μs             | 1.00    | import_iris.Iris.time__data_manager                                                         |
|          | 98.0±0.6μs           | 96.8±3μs            | 0.99    | import_iris.Iris.time__deprecation                                                          |
|          | 171±1μs              | 173±2μs             | 1.01    | import_iris.Iris.time__lazy_data                                                            |
|          | 1.06±0.01ms          | 1.08±0.03ms         | 1.01    | import_iris.Iris.time__merge                                                                |
|          | 72.6±0.4μs           | 72.7±0.4μs          | 1.00    | import_iris.Iris.time__representation                                                       |
|          | 708±6μs              | 733±9μs             | 1.04    | import_iris.Iris.time_analysis                                                              |
|          | 149±0.9μs            | 151±4μs             | 1.01    | import_iris.Iris.time_analysis__area_weighted                                               |
|          | 105±1μs              | 107±4μs             | 1.02    | import_iris.Iris.time_analysis__grid_angles                                                 |
|          | 285±6μs              | 283±10μs            | 0.99    | import_iris.Iris.time_analysis__interpolation                                               |
|          | 212±3μs              | 224±2μs             | 1.05    | import_iris.Iris.time_analysis__regrid                                                      |
|          | 125±1μs              | 128±3μs             | 1.02    | import_iris.Iris.time_analysis__scipy_interpolate                                           |
|          | 139±2μs              | 136±1μs             | 0.98    | import_iris.Iris.time_analysis_calculus                                                     |
|          | 347±3μs              | 352±6μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                  |
|          | 90.0±0.7μs           | 91.5±2μs            | 1.02    | import_iris.Iris.time_analysis_geomerty                                                     |
|          | 226±7μs              | 228±3μs             | 1.01    | import_iris.Iris.time_analysis_maths                                                        |
|          | 92.3±0.4μs           | 93.2±1μs            | 1.01    | import_iris.Iris.time_analysis_stats                                                        |
|          | 193±2μs              | 197±4μs             | 1.02    | import_iris.Iris.time_analysis_trajectory                                                   |
|          | 391±10μs             | 412±10μs            | 1.05    | import_iris.Iris.time_aux_factory                                                           |
|          | 78.5±0.3μs           | 79.4±0.9μs          | 1.01    | import_iris.Iris.time_common                                                                |
|          | 188±2μs              | 190±4μs             | 1.01    | import_iris.Iris.time_common_lenient                                                        |
|          | 1.55±0.03ms          | 1.58±0.03ms         | 1.02    | import_iris.Iris.time_common_metadata                                                       |
|          | 203±2μs              | 210±5μs             | 1.04    | import_iris.Iris.time_common_mixin                                                          |
|          | 1.26±0.02ms          | 1.30±0.01ms         | 1.03    | import_iris.Iris.time_common_resolve                                                        |
|          | 220±2μs              | 222±5μs             | 1.01    | import_iris.Iris.time_config                                                                |
|          | 132±0.3μs            | 135±4μs             | 1.02    | import_iris.Iris.time_coord_categorisation                                                  |
|          | 464±4μs              | 468±9μs             | 1.01    | import_iris.Iris.time_coord_systems                                                         |
|          | 904±6μs              | 931±20μs            | 1.03    | import_iris.Iris.time_coords                                                                |
|          | 930±8μs              | 960±30μs            | 1.03    | import_iris.Iris.time_cube                                                                  |
|          | 280±0.9μs            | 290±4μs             | 1.04    | import_iris.Iris.time_exceptions                                                            |
|          | 73.3±0.3μs           | 73.3±2μs            | 1.00    | import_iris.Iris.time_experimental                                                          |
|          | 176±2μs              | 179±3μs             | 1.02    | import_iris.Iris.time_fileformats                                                           |
|          | 288±3μs              | 295±2μs             | 1.02    | import_iris.Iris.time_fileformats__ff                                                       |
|          | 2.57±0.2ms           | 3.73±0.6ms          | ~1.45   | import_iris.Iris.time_fileformats__ff_cross_references                                      |
|          | 74.2±0.5μs           | 74.7±0.5μs          | 1.01    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                          |
|          | 125±2μs              | 126±3μs             | 1.01    | import_iris.Iris.time_fileformats_abf                                                       |
|          | 530±8μs              | 539±7μs             | 1.02    | import_iris.Iris.time_fileformats_cf                                                        |
|          | 4.73±0.4ms           | 6.03±0.8ms          | ~1.28   | import_iris.Iris.time_fileformats_dot                                                       |
|          | 71.4±0.7μs           | 71.8±0.6μs          | 1.01    | import_iris.Iris.time_fileformats_name                                                      |
|          | 264±2μs              | 269±2μs             | 1.02    | import_iris.Iris.time_fileformats_name_loaders                                              |
|          | 114±0.9μs            | 114±2μs             | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                    |
|          | 131±2μs              | 132±2μs             | 1.01    | import_iris.Iris.time_fileformats_nimrod                                                    |
|          | 203±4μs              | 212±5μs             | 1.04    | import_iris.Iris.time_fileformats_nimrod_load_rules                                         |
|          | 907±10μs             | 919±20μs            | 1.01    | import_iris.Iris.time_fileformats_pp                                                        |
|          | 175±4μs              | 177±2μs             | 1.01    | import_iris.Iris.time_fileformats_pp_load_rules                                             |
|          | 131±3μs              | 135±0.8μs           | 1.03    | import_iris.Iris.time_fileformats_pp_save_rules                                             |
|          | 607±10μs             | 608±6μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                     |
|          | 256±4μs              | 254±6μs             | 0.99    | import_iris.Iris.time_fileformats_structured_array_identification                           |
|          | 78.7±0.5μs           | 78.2±0.7μs          | 0.99    | import_iris.Iris.time_fileformats_um                                                        |
|          | 167±1μs              | 175±4μs             | 1.05    | import_iris.Iris.time_fileformats_um__fast_load                                             |
|          | 162±6μs              | 158±3μs             | 0.98    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                           |
|          | 71.2±0.3μs           | 71.5±0.3μs          | 1.00    | import_iris.Iris.time_fileformats_um__ff_replacement                                        |
|          | 77.1±0.6μs           | 78.2±1μs            | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                             |
|          | 966±7μs              | 1.00±0.02ms         | 1.04    | import_iris.Iris.time_fileformats_um_cf_map                                                 |
|          | 141±2μs              | 145±3μs             | 1.03    | import_iris.Iris.time_io                                                                    |
|          | 212±2μs              | 218±5μs             | 1.03    | import_iris.Iris.time_io_format_picker                                                      |
|          | 215±1μs              | 219±2μs             | 1.02    | import_iris.Iris.time_iris                                                                  |
|          | 137±1μs              | 143±2μs             | 1.04    | import_iris.Iris.time_iterate                                                               |
|          | 8.11±0.04ms          | 8.50±0.1ms          | 1.05    | import_iris.Iris.time_palette                                                               |
|          | 1.77±0.01ms          | 1.90±0.1ms          | 1.07    | import_iris.Iris.time_plot                                                                  |
|          | 228±5μs              | 231±5μs             | 1.01    | import_iris.Iris.time_quickplot                                                             |
|          | 2.07±0.06ms          | 2.36±0.4ms          | 1.14    | import_iris.Iris.time_std_names                                                             |
|          | 1.86±0.02ms          | 1.86±0.03ms         | 1.00    | import_iris.Iris.time_symbols                                                               |
|          | 167±20ms             | 165±5ms             | 0.99    | import_iris.Iris.time_tests                                                                 |
|          | 236±1μs              | 237±3μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                   |
|          | 5.02±0.03ms          | 5.32±0.3ms          | 1.06    | import_iris.Iris.time_third_party_cf_units                                                  |
|          | 119±0.7μs            | 124±1μs             | 1.04    | import_iris.Iris.time_third_party_cftime                                                    |
|          | 2.68±0.01ms          | 2.74±0.2ms          | 1.02    | import_iris.Iris.time_third_party_matplotlib                                                |
|          | 557±8μs              | 570±8μs             | 1.02    | import_iris.Iris.time_third_party_numpy                                                     |
|          | 169±2μs              | 171±2μs             | 1.01    | import_iris.Iris.time_third_party_scipy                                                     |
|          | 110±0.7μs            | 113±1μs             | 1.03    | import_iris.Iris.time_time                                                                  |
|          | 862±6μs              | 873±20μs            | 1.01    | import_iris.Iris.time_util                                                                  |
|          | 92.1±0.4μs           | 92.8±1μs            | 1.01    | iterate.IZip.time_izip                                                                      |
|          | 10.1±0.7ms           | 10.4±0.6ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                  |
|          | 18.6±1ms             | 21.3±1ms            | 1.15    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                              |
|          | 10.2±0.4ms           | 10.3±0.7ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                  |
|          | 10.0±0.2ms           | 10.3±0.4ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                   |
|          | 15.7±0.7ms           | 17.1±1ms            | 1.09    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                               |
|          | 10.1±0.1ms           | 10.3±0.5ms          | 1.02    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                   |
|          | 1.54±0.03s           | 1.58±0.02s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                    |
|          | 14.8±1ms             | 16.3±0.4ms          | 1.10    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                |
|          | 1.56±0.02s           | 1.58±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                    |
|          | 1.55±0.02s           | 1.56±0.03s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                     |
|          | 15.1±1ms             | 16.7±0.4ms          | 1.11    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                 |
|          | 1.57±0.04s           | 1.57±0.01s          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                     |
|          | 5.43±0.2ms           | 5.39±0.3ms          | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                     |
|          | 14.4±1ms             | 15.4±1ms            | 1.07    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                 |
|          | 5.27±0.3ms           | 5.32±0.1ms          | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                     |
|          | 5.43±0.2ms           | 5.52±0.2ms          | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                      |
|          | 14.3±1ms             | 15.7±1ms            | 1.10    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                  |
|          | 5.24±0.09ms          | 5.25±0.2ms          | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                      |
|          | 27.2±2ms             | 30.7±2ms            | 1.13    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                               |
|          | 26.4±1ms             | 28.0±1ms            | 1.06    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                           |
|          | 11.4±2ms             | 14.0±2ms            | ~1.23   | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                               |
|          | 28.3±2ms             | 29.2±0.8ms          | 1.03    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                |
|          | 96.1±2ms             | 97.2±1ms            | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                            |
|          | 28.1±1ms             | 29.4±1ms            | 1.05    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                |
|          | 605±20ms             | 627±10ms            | 1.04    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                 |
|          | 5.46±0.8ms           | 6.77±0.4ms          | ~1.24   | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                             |
|          | 605±20ms             | 626±10ms            | 1.03    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                 |
|          | 620±10ms             | 639±20ms            | 1.03    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                  |
|          | 6.01±0.7ms           | 6.67±0.5ms          | 1.11    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                              |
|          | 619±20ms             | 637±20ms            | 1.03    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                  |
|          | 2.12±0.1ms           | 2.50±0.2ms          | 1.18    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                  |
|          | 5.51±0.7ms           | 6.74±0.2ms          | ~1.22   | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                              |
|          | 2.12±0.2ms           | 2.36±0.09ms         | 1.12    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                  |
|          | 2.22±0.2ms           | 2.36±0.1ms          | 1.06    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                   |
|          | 5.51±0.7ms           | 6.62±0.3ms          | 1.20    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                               |
|          | 2.22±0.2ms           | 2.33±0.07ms         | 1.05    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                   |
|          | 354±8ms              | 357±4ms             | 1.01    | load.ManyCubes.time_many_cube_load                                                          |
|          | 91.1±2ms             | 93.3±1ms            | 1.02    | load.ManyVars.time_many_var_load                                                            |
|          | 10.1±0.5ms           | 10.3±0.2ms          | 1.02    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                            |
|          | 10.3±0.5ms           | 10.9±0.3ms          | 1.05    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                            |
|          | 1.58±0.04s           | 1.57±0.02s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                              |
|          | 1.57±0.02s           | 1.58±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                              |
|          | 5.36±0.2ms           | 5.35±0.1ms          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                 |
|          | 5.23±0.3ms           | 5.35±0.1ms          | 1.02    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                 |
|          | 9.40±0.4ms           | 9.41±0.3ms          | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                               |
|          | 5.86±0.4ms           | 5.82±0.1ms          | 0.99    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                |
|          | 1.52±0.03s           | 1.55±0.02s          | 1.01    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                 |
|          | 436±4ms              | 431±9ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                  |
|          | 4.46±0.3ms           | 4.49±0.1ms          | 1.01    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                    |
|          | 4.47±0.2ms           | 4.33±0.1ms          | 0.97    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                     |
|          | 164±3ms              | 159±2ms             | 0.97    | load.TimeConstraint.time_time_constraint(20, 'FF')                                          |
|          | 17.3±1ms             | 17.6±1ms            | 1.02    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                      |
|          | 165±2ms              | 162±3ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'PP')                                          |
|          | 33.1±0.6ms           | 32.0±1ms            | 0.96    | load.TimeConstraint.time_time_constraint(3, 'FF')                                           |
|          | 17.3±1ms             | 17.3±1ms            | 1.00    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                       |
|          | 32.1±2ms             | 32.5±1ms            | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                           |
|          | 21.4±0.3ms           | 24.7±1ms            | 1.15    | load.ugrid.BasicLoading.time_load_file(1)                                                   |
|          | 54.3±0.5ms           | 60.6±4ms            | 1.12    | load.ugrid.BasicLoading.time_load_file(200000)                                              |
|          | 11.1±0.2ms           | 12.7±1ms            | 1.14    | load.ugrid.BasicLoading.time_load_mesh(1)                                                   |
|          | 20.7±0.4ms           | 24.3±1ms            | 1.17    | load.ugrid.BasicLoading.time_load_mesh(200000)                                              |
|          | 21.3±0.4ms           | 25.2±2ms            | 1.18    | load.ugrid.BasicLoadingTime.time_load_file(1)                                               |
|          | 21.3±0.4ms           | 25.1±1ms            | 1.18    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                          |
|          | 10.8±0.4ms           | 13.3±0.8ms          | ~1.22   | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                               |
|          | 13.6±0.2ms           | 16.2±0.7ms          | 1.19    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                          |
|          | 23.3±0.2ms           | 27.0±2ms            | 1.16    | load.ugrid.Callback.time_load_file_callback(1)                                              |
|          | 66.0±0.9ms           | 71.0±4ms            | 1.08    | load.ugrid.Callback.time_load_file_callback(200000)                                         |
|          | 23.7±0.5ms           | 27.2±2ms            | 1.15    | load.ugrid.CallbackTime.time_load_file_callback(1)                                          |
|          | 25.3±0.4ms           | 27.5±1ms            | 1.09    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                     |
|          | 8.33±0.5ms           | 9.65±0.5ms          | 1.16    | load.ugrid.DataRealisation.time_realise_data(200000)                                        |
|          | 37.1±4ms             | 45.9±3ms            | ~1.24   | load.ugrid.DataRealisationTime.time_realise_data(10000)                                     |
|          | 789±10ms             | 833±40ms            | 1.06    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                    |
|          | 1.39±0.03s           | 1.47±0.07s          | 1.06    | merge_concat.Concatenate.time_concatenate(False)                                            |
|          | 451±20ms             | 461±20ms            | 1.02    | merge_concat.Concatenate.time_concatenate(True)                                             |
|          | 2.43±0.01G           | 2.43±0.01G          | 1.00    | merge_concat.Concatenate.tracemalloc_concatenate(False)                                     |
|          | 121±5M               | 122±7M              | 1.01    | merge_concat.Concatenate.tracemalloc_concatenate(True)                                      |
|          | 32.7±2ms             | 36.6±1ms            | 1.12    | merge_concat.Merge.time_merge                                                               |
|          | 126±0.03M            | 126±0.03M           | 1.00    | merge_concat.Merge.tracemalloc_merge                                                        |
|          | 409±4ns              | 382±4ns             | 0.93    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)              |
|          | 201±2ms              | 201±2ms             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)             |
|          | 771±0.6k             | 771±0.6k            | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(50)       |
|          | 60.2±0M              | 60.2±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsComputeRealData.tracemalloc_compute_data(500)      |
|          | 20.3±0.7ms           | 19.8±0.5ms          | 0.97    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)           |
|          | 23.1±0.6ms           | 22.9±0.8ms          | 0.99    | mesh.utils.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)          |
|          | 1.23±0M              | 1.24±0M             | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(50)    |
|          | 25±0.01M             | 25±0.01M            | 1.00    | mesh.utils.regions_combine.CombineRegionsCreateCube.tracemalloc_create_combined_cube(500)   |
|          | 182±20ms             | 180±20ms            | 0.99    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)         |
|          | 654±20ms             | 653±20ms            | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)        |
|          | 1.62±0.03M           | 1.64±0.02M          | 1.01    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(50)  |
|          | 96.7±0.02M           | 96.7±0.02M          | 1.00    | mesh.utils.regions_combine.CombineRegionsFileStreamedCalc.tracemalloc_stream_file2file(500) |
|          | 124±10ms             | 124±10ms            | 0.99    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(50)                             |
|          | 605±20ms             | 593±10ms            | 0.98    | mesh.utils.regions_combine.CombineRegionsSaveData.time_save(500)                            |
|          | 1.46±0.03M           | 1.5±0.03M           | 1.03    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(50)                      |
|          | 96.5±0.03M           | 96.5±0.03M          | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.tracemalloc_save(500)                     |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                  |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | mesh.utils.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                 |
|          | 6.62±0.3ms           | 6.67±0.3ms          | 1.01    | plot.AuxSort.time_aux_sort                                                                  |
|          | 76.3±2ms             | 80.2±6ms            | 1.05    | regridding.CurvilinearRegridding.time_regrid_pic                                            |
|          | 136±3M               | 136±3M              | 1.00    | regridding.CurvilinearRegridding.tracemalloc_regrid_pic                                     |
|          | 111±7ms              | 111±6ms             | 0.99    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                   |
|          | 65.9±2ms             | 66.4±4ms            | 1.01    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                          |
|          | 107±0.4M             | 107±0.3M            | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w                            |
|          | 147±0.04M            | 147±0.04M           | 1.00    | regridding.HorizontalChunkedRegridding.tracemalloc_regrid_area_w_new_grid                   |
|          | 6.67±0.7ms           | 7.62±0.8ms          | 1.14    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                            |
|          | 123±9ms              | 140±7ms             | 1.14    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                             |
|          | 45.2±2ms             | 46.5±2ms            | 1.03    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                           |
|          | 531±9ms              | 541±20ms            | 1.02    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                            |
|          | 92.4±3ns             | 92.7±1ns            | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                            |
|          | 102±6ms              | 112±9ms             | 1.10    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                             |
|          | 93.2±0.9ns           | 94.2±3ns            | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                           |
|          | 462±20ms             | 472±20ms            | 1.02    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                            |
|          | 30.3±0.4k            | 30.3±0.4k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(50, False)                                          |
|          | 1.87±0.1M            | 2.07±0.2M           | 1.10    | save.NetcdfSave.tracemalloc_netcdf_save(50, True)                                           |
|          | 30.5±0.4k            | 30.4±0.5k           | 1.00    | save.NetcdfSave.tracemalloc_netcdf_save(600, False)                                         |
|          | 190±20M              | 242±30M             | ~1.27   | save.NetcdfSave.tracemalloc_netcdf_save(600, True)                                          |
|          | 39.3±1ms             | 41.1±0.9ms          | 1.04    | stats.PearsonR.time_lazy                                                                    |
|          | 9.20±0.5ms           | 9.93±0.5ms          | 1.08    | stats.PearsonR.time_real                                                                    |
|          | 30.6±1M              | 30.6±2M             | 1.00    | stats.PearsonR.tracemalloc_lazy                                                             |
|          | 18.3±0M              | 18.3±0M             | 1.00    | stats.PearsonR.tracemalloc_real                                                             |
|          | 27.1±1ms             | 27.9±1ms            | 1.03    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                   |
|          | 61.0±2ms             | 63.5±1ms            | 1.04    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                  |
|          | 17.6±0.04M           | 17.6±0.04M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_linear                            |
|          | 7.77±0.05M           | 7.77±0.05M          | 1.00    | trajectory.TrajectoryInterpolation.tracemalloc_trajectory_nearest                           |

Benchmarks that have got worse:

| Change   | Before [ac7c7cfe]    | After [d472a9a5]    |   Ratio | Benchmark (Parameter)                               |
|----------|----------------------|---------------------|---------|-----------------------------------------------------|
| +        | 5.30±0.2ms           | 6.67±0.4ms          |    1.26 | load.ugrid.DataRealisation.time_realise_data(10000) |

Generated by GHA run 21215738118

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