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Iris to GeoVista conversion #5740

Merged
merged 26 commits into from
Mar 27, 2024
Merged

Iris to GeoVista conversion #5740

merged 26 commits into from
Mar 27, 2024

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HGWright
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🚀 Pull Request

Description

From the issue #5517. This PR adds the ability to convert an Iris cube into a polydata mesh and then extract a region of that to be able to be plotted using geovista. This is a one way operation as it does not include the ability to go the other way from geovista to iris. There was plenty of discussion of the scope of this PR in the original issue.


Consult Iris pull request check list

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@trexfeathers trexfeathers left a comment

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Good stuff @HGWright, here are some things to action when you have time

@stephenworsley stephenworsley added this to the v3.8 milestone Feb 14, 2024
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@trexfeathers trexfeathers left a comment

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Some more comments. Nothing big!

I should also say this is ALL my comments until there are more commits.

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Nice work, here are my comments

@github-actions github-actions bot added the benchmark_this Request that this pull request be benchmarked to check if it introduces performance shifts label Mar 27, 2024
@pp-mo
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pp-mo commented Mar 27, 2024

BTW there also seems to be nothing in the API docs build for iris.geovista
i.e. here

I've no idea why this is -- I'm assuming it should be showing API for cube_to_polydata and extract_unstructured_region.

Perhaps it's discovery behaves differently in "experimental", and perhaps an __all__ woudl fix it ??

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BTW there also seems to be nothing in the API docs build for iris.geovista i.e. here I've no idea why this is -- I'm assuming it should be showing API for cube_to_polydata and extract_unstructured_region.

There's loads!

@pp-mo
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pp-mo commented Mar 27, 2024

BTW there also seems to be nothing in the API docs build for iris.geovista i.e. here I've no idea why this is -- I'm assuming it should be showing API for cube_to_polydata and extract_unstructured_region.

There's loads!

Sorry, that was a browser caching thing !

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codecov bot commented Mar 27, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.78%. Comparing base (ae61baf) to head (36c55f4).
Report is 12 commits behind head on main.

❗ Current head 36c55f4 differs from pull request most recent head 37c4bb5. Consider uploading reports for the commit 37c4bb5 to get more accurate results

Additional details and impacted files
@@            Coverage Diff             @@
##             main    #5740      +/-   ##
==========================================
+ Coverage   89.74%   89.78%   +0.03%     
==========================================
  Files          92       93       +1     
  Lines       22942    23004      +62     
  Branches     5464     5479      +15     
==========================================
+ Hits        20590    20653      +63     
  Misses       1620     1620              
+ Partials      732      731       -1     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

* 'geo-bridge' of github.com:HGWright/iris: (41 commits)
  Updated lock files.
  [pre-commit.ci] auto fixes from pre-commit.com hooks
  Advertise structured_um_loading performance regression.
  [pre-commit.ci] pre-commit autoupdate
  Updated environment lockfiles
  [pre-commit.ci] auto fixes from pre-commit.com hooks
  [pre-commit.ci] pre-commit autoupdate
  Make the bugfix panel OPEN.
  What's New patch.
  What's New patch.
  Bump scitools/workflows from 2024.03.1 to 2024.03.3
  Bump scitools/workflows from 2024.03.0 to 2024.03.1
  Bump scitools/workflows from 2024.02.2 to 2024.03.0
  Fix usage of map_blocks in AreaWeighted and elsewhere (SciTools#5767)
  Lazy rolling_window (SciTools#5775)
  whatsnew update for 3.8.0 (SciTools#5793)
  Bump scitools/workflows from 2024.02.1 to 2024.02.2 (SciTools#5792)
  DOCS: Add whatsnew for recent PRs (SciTools#5789)
  ASV custom build command and file-based benchmark triggers (SciTools#5776)
  DOCS: Enable numpydoc validation pre-commit hook (SciTools#5762)
  ...
@HGWright HGWright marked this pull request as ready for review March 27, 2024 16:58
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⏱️ Performance Benchmark Report: ffe8571

Performance shifts

Full benchmark results

Benchmarks that have stayed the same:

| Change   | Before [fb039abd]    | After [ffe8571d]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.31±0.02μs          | 4.33±0.03μs         | 1.00    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.97±0.07μs          | 4.91±0.03μs         | 0.99    | coords.AncillaryVariable.time_create                                                                 |
|          | 426±8ns              | 423±4ns             | 0.99    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.89±0.07μs          | 8.81±0.05μs         | 0.99    | coords.AuxCoord.time_create                                                                          |
|          | 408±7ns              | 402±2ns             | 0.99    | coords.AuxCoord.time_points                                                                          |
|          | 240±20μs             | 239±20μs            | 1.00    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 12.9±0.7μs           | 12.5±0.5μs          | 0.97    | coords.AuxCoordLazy.time_create                                                                      |
|          | 235±20μs             | 236±20μs            | 1.00    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.42±0.03μs          | 5.29±0.04μs         | 0.98    | coords.CellMeasure.time_create                                                                       |
|          | 1.10±0.01μs          | 1.10±0.01μs         | 1.00    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 110±2μs              | 109±2μs             | 1.00    | coords.DimCoord.time_create                                                                          |
|          | 32.0±0.5μs           | 31.8±0.6μs          | 0.99    | coords.DimCoord.time_regular                                                                         |
|          | 374±3ms              | 377±7ms             | 1.01    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 57.3±0.5μs           | 57.1±0.2μs          | 1.00    | cube.AncillaryVariable.time_add                                                                      |
|          | 11.2±0.2μs           | 11.1±0.1μs          | 0.99    | cube.AncillaryVariable.time_create                                                                   |
|          | 65.7±0.2μs           | 65.6±0.5μs          | 1.00    | cube.AuxCoord.time_add                                                                               |
|          | 9.35±0.1μs           | 9.38±0.1μs          | 1.00    | cube.AuxCoord.time_create                                                                            |
|          | 5.95±0.03μs          | 6.01±0.06μs         | 1.01    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 4.51±0.06μs          | 4.47±0.08μs         | 0.99    | cube.AuxCoord.time_return_coords                                                                     |
|          | 40.2±0.7μs           | 39.8±0.5μs          | 0.99    | cube.AuxFactory.time_add                                                                             |
|          | 12.3±0.3μs           | 12.2±0.2μs          | 0.99    | cube.AuxFactory.time_create                                                                          |
|          | 57.2±0.2μs           | 57.6±0.2μs          | 1.01    | cube.CellMeasure.time_add                                                                            |
|          | 11.2±0.1μs           | 11.2±0.2μs          | 1.00    | cube.CellMeasure.time_create                                                                         |
|          | 51.4±0.4μs           | 51.5±0.9μs          | 1.00    | cube.CellMethod.time_add                                                                             |
|          | 7.08±0.08μs          | 7.20±0.1μs          | 1.02    | cube.CellMethod.time_create                                                                          |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_add                                                                        |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_create                                                                     |
|          | 130±0.6ms            | 130±0.1ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 6.49±0.08μs          | 6.74±0.06μs         | 1.04    | cube.Cube.time_basic                                                                                 |
|          | 58.5±1ns             | 58.7±0.5ns          | 1.00    | cube.Cube.time_rename                                                                                |
|          | 61.1±0.7μs           | 61.0±0.6μs          | 1.00    | cube.Equality.time_equality                                                                          |
|          | 331±0.7ms            | 331±3ms             | 1.00    | cube.Merge.time_merge                                                                                |
|          | 27.0±2μs             | 27.9±2μs            | 1.03    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 29.9±2μs             | 30.5±2μs            | 1.02    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 23.8±0.5μs           | 24.3±0.9μs          | 1.02    | cube.MeshCoord.time_add(6)                                                                           |
|          | 19.1±0.3μs           | 19.4±0.3μs          | 1.02    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 19.2±0.2μs           | 19.2±0.3μs          | 1.00    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 18.4±0.3μs           | 18.6±0.3μs          | 1.01    | cube.MeshCoord.time_create(6)                                                                        |
|          | 43.0±5μs             | 46.3±4μs            | 1.08    | cube.MeshCoord.time_remove(10000)                                                                    |
|          | 59.1±3μs             | 60.2±4μs            | 1.02    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 41.2±4μs             | 41.8±3μs            | 1.01    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.50±0.08ms          | 2.35±0.2ms          | 0.94    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.83±0.02ms          | 1.84±0.02ms         | 1.01    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 600±8ns              | 607±10ns            | 1.01    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 597±6ns              | 607±10ns            | 1.02    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 23.0±2ms             | 23.5±2ms            | 1.02    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.64±0.03ms          | 2.63±0.03ms         | 0.99    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 27.6±3ms             | 27.9±3ms            | 1.01    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 3.95±0.03ms          | 3.91±0.02ms         | 0.99    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 3.96±0.09ms          | 4.09±0.1ms          | 1.03    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.15±0.04ms          | 3.14±0.04ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 253±5μs              | 254±6μs             | 1.00    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 247±8μs              | 249±7μs             | 1.01    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 20.0±0.4ms           | 20.0±0.5ms          | 1.00    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 2.89±0.05ms          | 2.90±0.04ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 22.5±0.4ms           | 22.9±0.4ms          | 1.01    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.16±0.04ms          | 4.20±0.03ms         | 1.01    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 12.8±0.2μs           | 12.5±0.05μs         | 0.98    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 353±6μs              | 348±4μs             | 0.99    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.82±0.03μs          | 4.88±0.04μs         | 1.01    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.81±0.03μs          | 4.82±0.03μs         | 1.00    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 4.97±0.09μs          | 5.09±0.03μs         | 1.02    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 4.97±0.06μs          | 5.08±0.06μs         | 1.02    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.79±0.05μs          | 5.83±0.07μs         | 1.01    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.81±0.04μs          | 5.80±0.07μs         | 1.00    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 45.8±0.9μs           | 45.7±0.4μs          | 1.00    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 396±5μs              | 399±4μs             | 1.01    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 74.4±1ms             | 74.6±2ms            | 1.00    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 270±3μs              | 277±2μs             | 1.02    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 4.87±0.09μs          | 4.97±0.08μs         | 1.02    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 4.90±0.05μs          | 4.98±0.04μs         | 1.02    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 7.30±0.08μs          | 7.22±0.09μs         | 0.99    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 7.22±0.07μs          | 7.34±0.1μs          | 1.02    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.5±0.09μs          | 10.3±0.2μs          | 0.98    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 116±1ms              | 119±1ms             | 1.03    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.38±0.07μs          | 5.34±0.09μs         | 0.99    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 3.59±0.03ms          | 3.60±0.03ms         | 1.00    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 3.63±0.03ms          | 3.62±0.04ms         | 0.99    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 200±2μs              | 199±3μs             | 1.00    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.55±0.02μs          | 3.59±0.03μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 4.12±0.06μs          | 4.17±0.03μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.91±0.04μs          | 2.89±0.02μs         | 0.99    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.30±0.06ms          | 7.34±0.06ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 118±2ms              | 120±2ms             | 1.02    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.4±0.3μs           | 11.6±0.4μs          | 1.02    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 3.62±0.04ms          | 3.65±0.06ms         | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 3.60±0.05ms          | 3.69±0.07ms         | 1.03    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 234±6μs              | 236±6μs             | 1.01    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.43±0.05ms          | 2.47±0.1ms          | 1.02    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.52±0.06ms          | 4.60±0.1ms          | 1.02    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 7.74±0.4μs           | 8.13±0.8μs          | 1.05    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 31.9±1μs             | 31.7±1μs            | 0.99    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 392±10μs             | 396±7μs             | 1.01    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 18.9±1μs             | 19.0±1μs            | 1.00    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 15.1±0.8μs           | 16.0±3μs            | 1.06    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 16.6±0.7μs           | 16.7±0.6μs          | 1.01    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 15.9±0.4μs           | 16.1±0.7μs          | 1.02    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 18.9±0.5μs           | 19.2±0.7μs          | 1.01    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 18.4±0.5μs           | 18.9±0.7μs          | 1.03    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 77.0±2μs             | 77.4±3μs            | 1.01    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 438±10μs             | 450±10μs            | 1.03    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 74.8±1ms             | 77.3±2ms            | 1.03    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 332±10μs             | 340±10μs            | 1.03    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 17.8±0.6μs           | 17.9±0.8μs          | 1.01    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 16.6±0.4μs           | 16.9±0.7μs          | 1.02    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 31.4±1μs             | 31.7±0.9μs          | 1.01    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 29.3±0.8μs           | 29.6±0.9μs          | 1.01    | experimental.ugrid.MeshLazy.time_remove_coords(6)                                                    |
|          | n/a                  | n/a                 | n/a     | experimental.ugrid.UGridCommon.time_create(1000000)                                                  |
|          | n/a                  | n/a                 | n/a     | experimental.ugrid.UGridCommon.time_create(6)                                                        |
|          | 520±4ns              | 521±7ns             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 248±0.9ms            | 249±2ms             | 1.01    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 13.6±0.1ms           | 13.4±0.1ms          | 0.99    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 15.1±0.2ms           | 15.3±0.3ms          | 1.02    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)           |
|          | 5.0                  | 5.0                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)  |
|          | 5.0                  | 5.0                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500) |
|          | 132±0.8ms            | 132±0.7ms           | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 733±6ms              | 730±7ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 93.6±0.6ms           | 93.7±1ms            | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 687±3ms              | 688±4ms             | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                             |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                   |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                  |
|          | 569±6μs              | 572±10μs            | 1.01    | import_iris.Iris.time__concatenate                                                                   |
|          | 162±1μs              | 169±4μs             | 1.04    | import_iris.Iris.time__constraints                                                                   |
|          | 100±1μs              | 101±1μs             | 1.01    | import_iris.Iris.time__data_manager                                                                  |
|          | 84.4±0.9μs           | 84.9±0.6μs          | 1.01    | import_iris.Iris.time__deprecation                                                                   |
|          | 108±0.9μs            | 108±1μs             | 1.00    | import_iris.Iris.time__lazy_data                                                                     |
|          | 777±4μs              | 785±10μs            | 1.01    | import_iris.Iris.time__merge                                                                         |
|          | 71.2±0.3μs           | 72.2±0.7μs          | 1.01    | import_iris.Iris.time__representation                                                                |
|          | 430±6μs              | 435±4μs             | 1.01    | import_iris.Iris.time_analysis                                                                       |
|          | 126±0.8μs            | 129±3μs             | 1.03    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 99.3±0.7μs           | 101±0.8μs           | 1.01    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 216±2μs              | 216±2μs             | 1.00    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 170±3μs              | 172±2μs             | 1.01    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 99.8±0.5μs           | 102±1μs             | 1.02    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 129±2μs              | 128±0.9μs           | 1.00    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 279±3μs              | 282±3μs             | 1.01    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 83.2±0.5μs           | 83.8±1μs            | 1.01    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 199±2μs              | 201±2μs             | 1.01    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 90.3±1μs             | 91.0±0.8μs          | 1.01    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 166±2μs              | 168±2μs             | 1.01    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 269±3μs              | 271±4μs             | 1.01    | import_iris.Iris.time_aux_factory                                                                    |
|          | 79.7±0.5μs           | 80.1±0.7μs          | 1.01    | import_iris.Iris.time_common                                                                         |
|          | 151±2μs              | 156±2μs             | 1.03    | import_iris.Iris.time_common_lenient                                                                 |
|          | 876±5μs              | 880±10μs            | 1.00    | import_iris.Iris.time_common_metadata                                                                |
|          | 123±1μs              | 124±1μs             | 1.01    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.02±0.01ms          | 1.03±0.01ms         | 1.01    | import_iris.Iris.time_common_resolve                                                                 |
|          | 185±2μs              | 186±2μs             | 1.01    | import_iris.Iris.time_config                                                                         |
|          | 105±0.5μs            | 107±2μs             | 1.01    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 319±5μs              | 327±5μs             | 1.02    | import_iris.Iris.time_coord_systems                                                                  |
|          | 633±5μs              | 641±10μs            | 1.01    | import_iris.Iris.time_coords                                                                         |
|          | 592±7μs              | 601±20μs            | 1.02    | import_iris.Iris.time_cube                                                                           |
|          | 205±2μs              | 210±5μs             | 1.02    | import_iris.Iris.time_exceptions                                                                     |
|          | 72.4±0.4μs           | 72.7±0.3μs          | 1.00    | import_iris.Iris.time_experimental                                                                   |
|          | 194±1μs              | 194±0.6μs           | 1.00    | import_iris.Iris.time_fileformats                                                                    |
|          | 226±4μs              | 223±4μs             | 0.99    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.38±0.01ms          | 2.41±0.03ms         | 1.01    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 73.7±0.2μs           | 74.5±0.7μs          | 1.01    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 106±0.5μs            | 106±1μs             | 1.01    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 317±3μs              | 319±7μs             | 1.01    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.26±0.04ms          | 5.32±0.06ms         | 1.01    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 68.3±0.6μs           | 68.7±1μs            | 1.01    | import_iris.Iris.time_fileformats_name                                                               |
|          | 236±3μs              | 235±2μs             | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 112±2μs              | 113±0.8μs           | 1.00    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 112±0.7μs            | 112±0.4μs           | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 187±2μs              | 187±1μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 671±6μs              | 670±5μs             | 1.00    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 161±3μs              | 158±0.9μs           | 0.98    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 124±1μs              | 121±2μs             | 0.97    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 439±2μs              | 438±10μs            | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 195±2μs              | 195±4μs             | 1.00    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 79.3±0.4μs           | 79.4±0.8μs          | 1.00    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 150±1μs              | 151±1μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 130±1μs              | 131±3μs             | 1.00    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 70.3±0.5μs           | 71.2±0.6μs          | 1.01    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 77.6±0.8μs           | 78.6±0.6μs          | 1.01    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 859±3μs              | 860±6μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 127±1μs              | 128±0.5μs           | 1.01    | import_iris.Iris.time_io                                                                             |
|          | 161±3μs              | 158±3μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                               |
|          | 193±4μs              | 194±2μs             | 1.00    | import_iris.Iris.time_iris                                                                           |
|          | 117±0.7μs            | 118±0.8μs           | 1.00    | import_iris.Iris.time_iterate                                                                        |
|          | 8.07±0.07ms          | 8.12±0.08ms         | 1.01    | import_iris.Iris.time_palette                                                                        |
|          | 299±1μs              | 305±2μs             | 1.02    | import_iris.Iris.time_plot                                                                           |
|          | 94.2±0.7μs           | 94.6±1μs            | 1.00    | import_iris.Iris.time_quickplot                                                                      |
|          | 1.89±0.01ms          | 1.90±0.02ms         | 1.00    | import_iris.Iris.time_std_names                                                                      |
|          | 1.69±0.02ms          | 1.71±0.02ms         | 1.01    | import_iris.Iris.time_symbols                                                                        |
|          | 335±20ms             | 337±20ms            | 1.01    | import_iris.Iris.time_tests                                                                          |
|          | 217±2μs              | 219±2μs             | 1.01    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.77±0.04ms          | 4.80±0.06ms         | 1.01    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 102±0.5μs            | 103±1μs             | 1.02    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.65±0.04ms          | 2.64±0.02ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.00±0ms             | 1.00±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 153±2μs              | 152±0.9μs           | 1.00    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 90.8±0.4μs           | 91.2±0.7μs          | 1.00    | import_iris.Iris.time_time                                                                           |
|          | 286±2μs              | 287±5μs             | 1.00    | import_iris.Iris.time_util                                                                           |
|          | 81.5±0.8μs           | 82.4±0.7μs          | 1.01    | iterate.IZip.time_izip                                                                               |
|          | 7.73±0.1ms           | 7.73±0.09ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 22.6±0.5ms           | 22.8±0.3ms          | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.52±0.1ms           | 8.50±0.08ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 7.76±0.05ms          | 7.72±0.02ms         | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 20.0±0.2ms           | 19.8±0.2ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.42±0.03ms          | 8.47±0.04ms         | 1.01    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.29±0.01s           | 1.31±0.02s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 19.1±0.3ms           | 19.2±0.2ms          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.44±0.01s           | 1.45±0.01s          | 1.01    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.29±0.01s           | 1.32±0.01s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 19.1±0.2ms           | 19.2±0.09ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.44±0.02s           | 1.48±0.01s          | 1.02    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.74±0.03ms          | 3.74±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 18.5±0.2ms           | 18.4±0.08ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 3.99±0.09ms          | 4.02±0.03ms         | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.72±0.03ms          | 3.73±0.02ms         | 1.00    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 18.4±0.2ms           | 18.6±0.3ms          | 1.01    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 3.95±0.02ms          | 4.02±0.08ms         | 1.02    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 33.5±2ms             | 32.8±2ms            | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.1±0.8ms           | 19.3±0.2ms          | 1.01    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.8±2ms             | 13.5±2ms            | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 25.8±2ms             | 25.0±0.6ms          | 0.97    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 72.6±1ms             | 72.7±1ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 25.7±2ms             | 25.6±2ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 431±2ms              | 429±1ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.86±0.2ms           | 2.69±0.09ms         | 0.94    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 439±2ms              | 436±3ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 441±4ms              | 436±1ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.90±0.1ms           | 2.82±0.09ms         | 0.97    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 441±3ms              | 441±2ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.54±0.07ms          | 1.56±0.08ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.81±0.08ms          | 2.80±0.08ms         | 1.00    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.54±0.07ms          | 1.51±0.05ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.50±0.07ms          | 1.57±0.08ms         | 1.05    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 2.87±0.08ms          | 2.81±0.09ms         | 0.98    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.51±0.08ms          | 1.58±0.07ms         | 1.05    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 332±3ms              | 331±6ms             | 1.00    | load.ManyVars.time_many_var_load                                                                     |
|          | 7.86±0.05ms          | 7.91±0.08ms         | 1.01    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 8.64±0.2ms           | 8.82±0.1ms          | 1.02    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.32±0.01s           | 1.33±0.01s          | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.48±0.01s           | 1.48±0.01s          | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.79±0.04ms          | 3.79±0.02ms         | 1.00    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.07±0.02ms          | 4.12±0.07ms         | 1.01    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 7.77±0.08ms          | 7.75±0.05ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.51±0.03ms          | 4.51±0.06ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.30±0.01s           | 1.30±0.02s          | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 352±3ms              | 347±5ms             | 0.99    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.74±0.03ms          | 3.73±0.04ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.37±0.02ms          | 3.37±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 136±2ms              | 137±1ms             | 1.01    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 21.6±0.2ms           | 21.7±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 150±0.9ms            | 150±1ms             | 1.00    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 27.2±0.7ms           | 27.3±0.2ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 21.4±0.2ms           | 21.4±0.2ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 29.4±0.2ms           | 29.7±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 16.7±0.3ms           | 16.9±0.7ms          | 1.02    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 37.7±0.7ms           | 38.9±0.6ms          | 1.03    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 13.7±0.3ms           | 13.4±0.5ms          | 0.98    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 21.1±0.4ms           | 21.4±0.5ms          | 1.01    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 16.6±0.3ms           | 17.3±0.5ms          | 1.04    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 19.2±0.3ms           | 19.4±0.8ms          | 1.01    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 13.4±0.1ms           | 14.0±0.4ms          | 1.04    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 16.0±0.2ms           | 16.6±0.3ms          | 1.04    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 17.6±0.3ms           | 17.9±0.6ms          | 1.01    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 45.7±0.5ms           | 46.0±1ms            | 1.01    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 17.5±0.2ms           | 17.7±0.4ms          | 1.01    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 20.8±0.3ms           | 20.7±0.7ms          | 0.99    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.59±0.07ms          | 2.57±0.2ms          | 0.99    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.28±0.07ms          | 5.31±0.9ms          | 1.01    | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 37.5±0.4ms           | 37.7±2ms            | 1.01    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 811±9ms              | 802±10ms            | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 104±10ns             | 103±2ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 895±6ns              | 921±5ns             | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 103±2ns              | 105±1ns             | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 914±7ns              | 915±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 104±3ns              | 103±1ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 1.02±0.01μs          | 1.00±0.01μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 102±1ns              | 102±2ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 1.10±0.01μs          | 1.07±0.01μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 103±4ns              | 104±2ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 1.03±0.01μs          | 1.00±0.01μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 104±0.7ns            | 104±1ns             | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 1.16±0.01μs          | 1.14±0.02μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 996±10ns             | 989±6ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 6.95±0.1μs           | 6.89±0.1μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 63.9±0.8μs           | 66.3±0.4μs          | 1.04    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 1.00±0.01μs          | 991±4ns             | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 6.87±0.1μs           | 6.91±0.2μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 64.1±0.8μs           | 64.8±1μs            | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 1.03±0.01μs          | 1.04±0.02μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.35±0.05μs          | 7.41±0.2μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 69.3±0.5μs           | 69.9±1μs            | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 1.07±0.02μs          | 1.08±0.01μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.68±0.1μs           | 7.71±0.1μs          | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 72.4±0.4μs           | 74.6±2μs            | 1.03    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 1.05±0.02μs          | 1.03±0.01μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.31±0.09μs          | 7.38±0.1μs          | 1.01    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 69.2±0.7μs           | 69.5±1μs            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1.13±0.02μs          | 1.13±0.01μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.09±0.05μs          | 8.26±0.2μs          | 1.02    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 77.0±1μs             | 77.0±1μs            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 108±3ns              | 108±1ns             | 0.99    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 108±1ns              | 108±1ns             | 0.99    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 956±7ns              | 992±10ns            | 1.04    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 107±0.6ns            | 108±1ns             | 1.00    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 109±5ns              | 107±0.8ns           | 0.99    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 107±1ns              | 108±0.7ns           | 1.01    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 705±20ns             | 693±10ns            | 0.98    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 114±0.4ns            | 116±0.5ns           | 1.02    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.48±0.03μs          | 3.51±0.03μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.30±0.03μs          | 4.37±0.03μs         | 1.02    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.26±0.03μs          | 4.27±0.04μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 547±20ns             | 542±5ns             | 0.99    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 424±8ns              | 415±2ns             | 0.98    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 437±2ns              | 441±9ns             | 1.01    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 366±2ms              | 366±2ms             | 1.00    | plot.AuxSort.time_aux_sort                                                                           |
|          | 77.8±2ms             | 78.6±2ms            | 1.01    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 96.0±0.6ms           | 96.7±0.9ms          | 1.01    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 49.1±2ms             | 50.4±3ms            | 1.03    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.07±0.03ms          | 4.11±0.1ms          | 1.01    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 92.1±0.7ms           | 93.5±2ms            | 1.02    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 54.3±1ms             | 54.7±0.5ms          | 1.01    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 589±4ms              | 585±5ms             | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 101±0.9ns            | 100±1ns             | 1.00    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 77.0±0.2ms           | 78.2±2ms            | 1.02    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 101±1ns              | 102±2ns             | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 516±2ms              | 520±3ms             | 1.01    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 40.6±2ms             | 40.6±0.7ms          | 1.00    | stats.PearsonR.time_lazy                                                                             |
|          | 18.8±0.3ms           | 18.9±0.2ms          | 1.00    | stats.PearsonR.time_real                                                                             |
|          | 23.5±1ms             | 22.4±1ms            | 0.95    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 59.4±0.3ms           | 59.8±0.7ms          | 1.01    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8455110102

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⏱️ Performance Benchmark Report: 6be7f96

Performance shifts
| Change   | Before [fb039abd]    | After [6be7f96d]    |   Ratio | Benchmark (Parameter)             |
|----------|----------------------|---------------------|---------|-----------------------------------|
| -        | 52.5±6μs             | 41.8±8μs            |     0.8 | cube.MeshCoord.time_remove(10000) |
Full benchmark results

Benchmarks that have improved:

| Change   | Before [fb039abd]    | After [6be7f96d]    |   Ratio | Benchmark (Parameter)             |
|----------|----------------------|---------------------|---------|-----------------------------------|
| -        | 52.5±6μs             | 41.8±8μs            |     0.8 | cube.MeshCoord.time_remove(10000) |

Benchmarks that have stayed the same:

| Change   | Before [fb039abd]    | After [6be7f96d]    | Ratio   | Benchmark (Parameter)                                                                                |
|----------|----------------------|---------------------|---------|------------------------------------------------------------------------------------------------------|
|          | n/a                  | n/a                 | n/a     | aux_factory.FactoryCommon.time_create                                                                |
|          | 4.32±0.01μs          | 4.33±0.07μs         | 1.00    | aux_factory.HybridHeightFactory.time_create                                                          |
|          | 4.88±0.03μs          | 4.96±0.07μs         | 1.02    | coords.AncillaryVariable.time_create                                                                 |
|          | 422±7ns              | 436±7ns             | 1.03    | coords.AuxCoord.time_bounds                                                                          |
|          | 8.88±0.07μs          | 8.94±0.06μs         | 1.01    | coords.AuxCoord.time_create                                                                          |
|          | 406±4ns              | 404±6ns             | 0.99    | coords.AuxCoord.time_points                                                                          |
|          | 242±20μs             | 242±20μs            | 1.00    | coords.AuxCoordLazy.time_bounds                                                                      |
|          | 13.5±0.6μs           | 13.5±0.7μs          | 1.00    | coords.AuxCoordLazy.time_create                                                                      |
|          | 241±20μs             | 239±20μs            | 0.99    | coords.AuxCoordLazy.time_points                                                                      |
|          | 5.31±0.1μs           | 5.42±0.1μs          | 1.02    | coords.CellMeasure.time_create                                                                       |
|          | 1.12±0μs             | 1.08±0.01μs         | 0.97    | coords.CellMethod.time_create                                                                        |
|          | n/a                  | n/a                 | n/a     | coords.CoordCommon.time_create                                                                       |
|          | 110±2μs              | 108±1μs             | 0.99    | coords.DimCoord.time_create                                                                          |
|          | 32.3±0.4μs           | 31.6±0.5μs          | 0.98    | coords.DimCoord.time_regular                                                                         |
|          | 378±4ms              | 381±2ms             | 1.01    | cube.Aggregation.time_aggregated_by                                                                  |
|          | 58.3±0.6μs           | 58.6±0.4μs          | 1.00    | cube.AncillaryVariable.time_add                                                                      |
|          | 11.2±0.3μs           | 11.3±0.1μs          | 1.00    | cube.AncillaryVariable.time_create                                                                   |
|          | 66.7±0.7μs           | 66.5±0.6μs          | 1.00    | cube.AuxCoord.time_add                                                                               |
|          | 9.35±0.2μs           | 9.60±0.2μs          | 1.03    | cube.AuxCoord.time_create                                                                            |
|          | 5.89±0.03μs          | 6.00±0.05μs         | 1.02    | cube.AuxCoord.time_return_coord_dims                                                                 |
|          | 4.39±0.1μs           | 4.51±0.09μs         | 1.03    | cube.AuxCoord.time_return_coords                                                                     |
|          | 40.0±0.5μs           | 40.3±0.5μs          | 1.01    | cube.AuxFactory.time_add                                                                             |
|          | 12.2±0.3μs           | 12.4±0.2μs          | 1.02    | cube.AuxFactory.time_create                                                                          |
|          | 58.8±0.4μs           | 58.7±0.6μs          | 1.00    | cube.CellMeasure.time_add                                                                            |
|          | 11.6±0.2μs           | 11.5±0.4μs          | 0.99    | cube.CellMeasure.time_create                                                                         |
|          | 52.5±0.5μs           | 51.7±0.6μs          | 0.98    | cube.CellMethod.time_add                                                                             |
|          | 7.31±0.2μs           | 7.23±0.06μs         | 0.99    | cube.CellMethod.time_create                                                                          |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_add                                                                        |
|          | n/a                  | n/a                 | n/a     | cube.ComponentCommon.time_create                                                                     |
|          | 130±0.5ms            | 130±0.4ms           | 1.00    | cube.Concatenate.time_concatenate                                                                    |
|          | 6.69±0.2μs           | 6.91±0.1μs          | 1.03    | cube.Cube.time_basic                                                                                 |
|          | 59.7±2ns             | 57.9±0.3ns          | 0.97    | cube.Cube.time_rename                                                                                |
|          | 61.3±0.5μs           | 61.1±0.6μs          | 1.00    | cube.Equality.time_equality                                                                          |
|          | 331±2ms              | 331±2ms             | 1.00    | cube.Merge.time_merge                                                                                |
|          | 28.5±1μs             | 26.9±1μs            | 0.94    | cube.MeshCoord.time_add(10000)                                                                       |
|          | 30.5±1μs             | 30.7±2μs            | 1.01    | cube.MeshCoord.time_add(1000000)                                                                     |
|          | 25.7±1μs             | 25.3±1μs            | 0.98    | cube.MeshCoord.time_add(6)                                                                           |
|          | 19.4±0.2μs           | 19.5±0.3μs          | 1.00    | cube.MeshCoord.time_create(10000)                                                                    |
|          | 19.6±0.2μs           | 19.6±0.3μs          | 1.00    | cube.MeshCoord.time_create(1000000)                                                                  |
|          | 19.1±0.2μs           | 18.8±0.2μs          | 0.98    | cube.MeshCoord.time_create(6)                                                                        |
|          | 60.3±3μs             | 60.9±4μs            | 1.01    | cube.MeshCoord.time_remove(1000000)                                                                  |
|          | 46.4±6μs             | 40.7±3μs            | 0.88    | cube.MeshCoord.time_remove(6)                                                                        |
|          | 2.36±0.2ms           | 2.54±0.2ms          | 1.07    | experimental.ugrid.Connectivity.time_create(1000000)                                                 |
|          | 1.89±0.04ms          | 1.86±0.01ms         | 0.99    | experimental.ugrid.Connectivity.time_create(6)                                                       |
|          | 608±5ns              | 614±8ns             | 1.01    | experimental.ugrid.Connectivity.time_indices(1000000)                                                |
|          | 602±5ns              | 614±5ns             | 1.02    | experimental.ugrid.Connectivity.time_indices(6)                                                      |
|          | 23.2±2ms             | 23.3±2ms            | 1.01    | experimental.ugrid.Connectivity.time_location_lengths(1000000)                                       |
|          | 2.63±0.02ms          | 2.66±0.02ms         | 1.01    | experimental.ugrid.Connectivity.time_location_lengths(6)                                             |
|          | 27.9±3ms             | 27.5±3ms            | 0.99    | experimental.ugrid.Connectivity.time_validate_indices(1000000)                                       |
|          | 3.95±0.02ms          | 3.96±0.05ms         | 1.00    | experimental.ugrid.Connectivity.time_validate_indices(6)                                             |
|          | 4.07±0.2ms           | 3.96±0.06ms         | 0.98    | experimental.ugrid.ConnectivityLazy.time_create(1000000)                                             |
|          | 3.21±0.03ms          | 3.20±0.04ms         | 1.00    | experimental.ugrid.ConnectivityLazy.time_create(6)                                                   |
|          | 255±6μs              | 253±5μs             | 0.99    | experimental.ugrid.ConnectivityLazy.time_indices(1000000)                                            |
|          | 251±7μs              | 252±7μs             | 1.00    | experimental.ugrid.ConnectivityLazy.time_indices(6)                                                  |
|          | 20.3±0.4ms           | 20.2±0.3ms          | 1.00    | experimental.ugrid.ConnectivityLazy.time_location_lengths(1000000)                                   |
|          | 2.95±0.04ms          | 2.92±0.03ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_location_lengths(6)                                         |
|          | 22.8±0.5ms           | 22.6±0.2ms          | 0.99    | experimental.ugrid.ConnectivityLazy.time_validate_indices(1000000)                                   |
|          | 4.26±0.06ms          | 4.20±0.05ms         | 0.99    | experimental.ugrid.ConnectivityLazy.time_validate_indices(6)                                         |
|          | 12.6±0.1μs           | 12.6±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_add_connectivities(1000000)                                             |
|          | 362±6μs              | 355±3μs             | 0.98    | experimental.ugrid.Mesh.time_add_connectivities(6)                                                   |
|          | 4.88±0.04μs          | 4.80±0.04μs         | 0.98    | experimental.ugrid.Mesh.time_add_coords(1000000)                                                     |
|          | 4.84±0.05μs          | 4.94±0.08μs         | 1.02    | experimental.ugrid.Mesh.time_add_coords(6)                                                           |
|          | 5.10±0.04μs          | 4.98±0.09μs         | 0.98    | experimental.ugrid.Mesh.time_connectivities(1000000)                                                 |
|          | 5.08±0.07μs          | 4.90±0.09μs         | 0.96    | experimental.ugrid.Mesh.time_connectivities(6)                                                       |
|          | 5.88±0.06μs          | 5.81±0.1μs          | 0.99    | experimental.ugrid.Mesh.time_coords(1000000)                                                         |
|          | 5.90±0.08μs          | 5.88±0.08μs         | 1.00    | experimental.ugrid.Mesh.time_coords(6)                                                               |
|          | 45.9±0.4μs           | 46.1±0.4μs          | 1.00    | experimental.ugrid.Mesh.time_create(1000000)                                                         |
|          | 406±7μs              | 399±2μs             | 0.98    | experimental.ugrid.Mesh.time_create(6)                                                               |
|          | 76.9±3ms             | 73.3±2ms            | 0.95    | experimental.ugrid.Mesh.time_eq(1000000)                                                             |
|          | 276±3μs              | 273±4μs             | 0.99    | experimental.ugrid.Mesh.time_eq(6)                                                                   |
|          | 4.94±0.05μs          | 4.91±0.1μs          | 0.99    | experimental.ugrid.Mesh.time_remove_connectivities(1000000)                                          |
|          | 5.01±0.06μs          | 4.90±0.08μs         | 0.98    | experimental.ugrid.Mesh.time_remove_connectivities(6)                                                |
|          | 7.31±0.1μs           | 7.29±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_remove_coords(1000000)                                                  |
|          | 7.40±0.08μs          | 7.37±0.1μs          | 1.00    | experimental.ugrid.Mesh.time_remove_coords(6)                                                        |
|          | 10.2±0.1μs           | 10.4±0.2μs          | 1.01    | experimental.ugrid.MeshCoord.time_bounds(10000)                                                      |
|          | 121±2ms              | 119±1ms             | 0.98    | experimental.ugrid.MeshCoord.time_bounds(1000000)                                                    |
|          | 5.31±0.05μs          | 5.44±0.07μs         | 1.02    | experimental.ugrid.MeshCoord.time_bounds(6)                                                          |
|          | 3.65±0.04ms          | 3.62±0.02ms         | 0.99    | experimental.ugrid.MeshCoord.time_create(10000)                                                      |
|          | 3.72±0.04ms          | 3.62±0.03ms         | 0.97    | experimental.ugrid.MeshCoord.time_create(1000000)                                                    |
|          | 200±3μs              | 197±2μs             | 0.99    | experimental.ugrid.MeshCoord.time_create(6)                                                          |
|          | 3.62±0.02μs          | 3.64±0.03μs         | 1.00    | experimental.ugrid.MeshCoord.time_points(10000)                                                      |
|          | 4.13±0.03μs          | 4.18±0.02μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(1000000)                                                    |
|          | 2.91±0.02μs          | 2.95±0.04μs         | 1.01    | experimental.ugrid.MeshCoord.time_points(6)                                                          |
|          | 7.37±0.07ms          | 7.27±0.05ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_bounds(10000)                                                  |
|          | 121±3ms              | 118±1ms             | 0.97    | experimental.ugrid.MeshCoordLazy.time_bounds(1000000)                                                |
|          | 11.9±0.7μs           | 11.7±0.6μs          | 0.98    | experimental.ugrid.MeshCoordLazy.time_bounds(6)                                                      |
|          | 3.65±0.04ms          | 3.61±0.02ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(10000)                                                  |
|          | 3.70±0.05ms          | 3.65±0.05ms         | 0.99    | experimental.ugrid.MeshCoordLazy.time_create(1000000)                                                |
|          | 239±7μs              | 235±5μs             | 0.98    | experimental.ugrid.MeshCoordLazy.time_create(6)                                                      |
|          | 2.52±0.07ms          | 2.45±0.08ms         | 0.97    | experimental.ugrid.MeshCoordLazy.time_points(10000)                                                  |
|          | 4.58±0.06ms          | 4.58±0.09ms         | 1.00    | experimental.ugrid.MeshCoordLazy.time_points(1000000)                                                |
|          | 8.10±0.6μs           | 7.67±0.3μs          | 0.95    | experimental.ugrid.MeshCoordLazy.time_points(6)                                                      |
|          | 33.0±1μs             | 31.5±1μs            | 0.95    | experimental.ugrid.MeshLazy.time_add_connectivities(1000000)                                         |
|          | 404±7μs              | 401±9μs             | 0.99    | experimental.ugrid.MeshLazy.time_add_connectivities(6)                                               |
|          | 19.1±0.9μs           | 18.9±0.9μs          | 0.99    | experimental.ugrid.MeshLazy.time_add_coords(1000000)                                                 |
|          | 16.0±1μs             | 15.1±0.6μs          | 0.95    | experimental.ugrid.MeshLazy.time_add_coords(6)                                                       |
|          | 16.6±0.5μs           | 16.8±0.7μs          | 1.01    | experimental.ugrid.MeshLazy.time_connectivities(1000000)                                             |
|          | 16.3±0.5μs           | 15.9±0.3μs          | 0.98    | experimental.ugrid.MeshLazy.time_connectivities(6)                                                   |
|          | 19.4±0.6μs           | 19.4±0.6μs          | 1.00    | experimental.ugrid.MeshLazy.time_coords(1000000)                                                     |
|          | 18.7±0.4μs           | 18.6±0.7μs          | 0.99    | experimental.ugrid.MeshLazy.time_coords(6)                                                           |
|          | 78.0±3μs             | 78.1±2μs            | 1.00    | experimental.ugrid.MeshLazy.time_create(1000000)                                                     |
|          | 445±10μs             | 449±10μs            | 1.01    | experimental.ugrid.MeshLazy.time_create(6)                                                           |
|          | 75.4±3ms             | 73.6±0.8ms          | 0.98    | experimental.ugrid.MeshLazy.time_eq(1000000)                                                         |
|          | 339±10μs             | 336±10μs            | 0.99    | experimental.ugrid.MeshLazy.time_eq(6)                                                               |
|          | 17.9±0.9μs           | 18.2±0.7μs          | 1.02    | experimental.ugrid.MeshLazy.time_remove_connectivities(1000000)                                      |
|          | 17.2±0.7μs           | 16.7±0.4μs          | 0.97    | experimental.ugrid.MeshLazy.time_remove_connectivities(6)                                            |
|          | 32.2±1μs             | 31.1±0.7μs          | 0.97    | experimental.ugrid.MeshLazy.time_remove_coords(1000000)                                              |
|          | 30.0±1μs             | 28.9±0.5μs          | 0.96    | experimental.ugrid.MeshLazy.time_remove_coords(6)                                                    |
|          | n/a                  | n/a                 | n/a     | experimental.ugrid.UGridCommon.time_create(1000000)                                                  |
|          | n/a                  | n/a                 | n/a     | experimental.ugrid.UGridCommon.time_create(6)                                                        |
|          | 520±7ns              | 514±3ns             | 0.99    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(50)               |
|          | 251±2ms              | 248±2ms             | 0.99    | experimental.ugrid.regions_combine.CombineRegionsComputeRealData.time_compute_data(500)              |
|          | 13.6±0.3ms           | 13.4±0.1ms          | 0.98    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(50)            |
|          | 15.5±0.3ms           | 15.3±0.3ms          | 0.99    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.time_create_combined_cube(500)           |
|          | 5.0                  | 5.0                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(50)  |
|          | 5.0                  | 5.0                 | 1.00    | experimental.ugrid.regions_combine.CombineRegionsCreateCube.track_addedmem_create_combined_cube(500) |
|          | 135±2ms              | 130±0.6ms           | 0.96    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(50)          |
|          | 736±4ms              | 724±5ms             | 0.98    | experimental.ugrid.regions_combine.CombineRegionsFileStreamedCalc.time_stream_file2file(500)         |
|          | 94.7±1ms             | 92.9±0.8ms          | 0.98    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(50)                              |
|          | 692±6ms              | 681±2ms             | 0.98    | experimental.ugrid.regions_combine.CombineRegionsSaveData.time_save(500)                             |
|          | 2.1752849999999997   | 2.1752849999999997  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(50)                   |
|          | 216.01528499999998   | 216.01528499999998  | 1.00    | experimental.ugrid.regions_combine.CombineRegionsSaveData.track_filesize_saved(500)                  |
|          | 574±5μs              | 579±10μs            | 1.01    | import_iris.Iris.time__concatenate                                                                   |
|          | 164±2μs              | 163±2μs             | 0.99    | import_iris.Iris.time__constraints                                                                   |
|          | 100±1μs              | 100±1μs             | 1.00    | import_iris.Iris.time__data_manager                                                                  |
|          | 86.6±2μs             | 84.6±0.4μs          | 0.98    | import_iris.Iris.time__deprecation                                                                   |
|          | 109±1μs              | 109±0.7μs           | 1.00    | import_iris.Iris.time__lazy_data                                                                     |
|          | 786±8μs              | 784±7μs             | 1.00    | import_iris.Iris.time__merge                                                                         |
|          | 72.9±0.8μs           | 71.5±0.3μs          | 0.98    | import_iris.Iris.time__representation                                                                |
|          | 432±4μs              | 431±3μs             | 1.00    | import_iris.Iris.time_analysis                                                                       |
|          | 129±2μs              | 127±0.6μs           | 0.98    | import_iris.Iris.time_analysis__area_weighted                                                        |
|          | 99.5±0.8μs           | 98.9±0.9μs          | 0.99    | import_iris.Iris.time_analysis__grid_angles                                                          |
|          | 218±1μs              | 215±1μs             | 0.99    | import_iris.Iris.time_analysis__interpolation                                                        |
|          | 172±3μs              | 172±3μs             | 1.00    | import_iris.Iris.time_analysis__regrid                                                               |
|          | 104±1μs              | 100±0.7μs           | 0.97    | import_iris.Iris.time_analysis__scipy_interpolate                                                    |
|          | 129±0.9μs            | 126±2μs             | 0.97    | import_iris.Iris.time_analysis_calculus                                                              |
|          | 286±4μs              | 281±2μs             | 0.99    | import_iris.Iris.time_analysis_cartography                                                           |
|          | 84.4±0.4μs           | 84.4±0.8μs          | 1.00    | import_iris.Iris.time_analysis_geomerty                                                              |
|          | 203±4μs              | 198±1μs             | 0.98    | import_iris.Iris.time_analysis_maths                                                                 |
|          | 91.3±1μs             | 90.8±0.4μs          | 0.99    | import_iris.Iris.time_analysis_stats                                                                 |
|          | 166±2μs              | 165±2μs             | 1.00    | import_iris.Iris.time_analysis_trajectory                                                            |
|          | 270±5μs              | 263±3μs             | 0.97    | import_iris.Iris.time_aux_factory                                                                    |
|          | 80.1±0.9μs           | 80.0±0.5μs          | 1.00    | import_iris.Iris.time_common                                                                         |
|          | 154±2μs              | 151±1μs             | 0.98    | import_iris.Iris.time_common_lenient                                                                 |
|          | 882±6μs              | 877±10μs            | 0.99    | import_iris.Iris.time_common_metadata                                                                |
|          | 123±1μs              | 123±1μs             | 1.00    | import_iris.Iris.time_common_mixin                                                                   |
|          | 1.02±0.01ms          | 1.01±0.01ms         | 0.99    | import_iris.Iris.time_common_resolve                                                                 |
|          | 187±2μs              | 184±2μs             | 0.98    | import_iris.Iris.time_config                                                                         |
|          | 106±0.9μs            | 105±0.6μs           | 0.99    | import_iris.Iris.time_coord_categorisation                                                           |
|          | 323±5μs              | 315±3μs             | 0.97    | import_iris.Iris.time_coord_systems                                                                  |
|          | 637±8μs              | 629±6μs             | 0.99    | import_iris.Iris.time_coords                                                                         |
|          | 590±8μs              | 582±8μs             | 0.99    | import_iris.Iris.time_cube                                                                           |
|          | 206±2μs              | 207±2μs             | 1.00    | import_iris.Iris.time_exceptions                                                                     |
|          | 72.9±0.5μs           | 72.4±0.8μs          | 0.99    | import_iris.Iris.time_experimental                                                                   |
|          | 194±1μs              | 192±2μs             | 0.99    | import_iris.Iris.time_fileformats                                                                    |
|          | 230±6μs              | 223±2μs             | 0.97    | import_iris.Iris.time_fileformats__ff                                                                |
|          | 2.39±0.02ms          | 2.38±0.01ms         | 0.99    | import_iris.Iris.time_fileformats__ff_cross_references                                               |
|          | 74.1±0.4μs           | 73.9±0.3μs          | 1.00    | import_iris.Iris.time_fileformats__pp_lbproc_pairs                                                   |
|          | 107±0.5μs            | 106±1μs             | 1.00    | import_iris.Iris.time_fileformats_abf                                                                |
|          | 317±3μs              | 318±7μs             | 1.00    | import_iris.Iris.time_fileformats_cf                                                                 |
|          | 5.30±0.04ms          | 5.28±0.05ms         | 1.00    | import_iris.Iris.time_fileformats_dot                                                                |
|          | 69.5±1μs             | 69.3±0.4μs          | 1.00    | import_iris.Iris.time_fileformats_name                                                               |
|          | 236±2μs              | 236±0.9μs           | 1.00    | import_iris.Iris.time_fileformats_name_loaders                                                       |
|          | 114±1μs              | 112±1μs             | 0.99    | import_iris.Iris.time_fileformats_netcdf                                                             |
|          | 112±1μs              | 112±3μs             | 1.00    | import_iris.Iris.time_fileformats_nimrod                                                             |
|          | 189±2μs              | 187±3μs             | 0.99    | import_iris.Iris.time_fileformats_nimrod_load_rules                                                  |
|          | 676±4μs              | 671±5μs             | 0.99    | import_iris.Iris.time_fileformats_pp                                                                 |
|          | 159±0.9μs            | 159±2μs             | 1.00    | import_iris.Iris.time_fileformats_pp_load_rules                                                      |
|          | 123±1μs              | 122±2μs             | 0.99    | import_iris.Iris.time_fileformats_pp_save_rules                                                      |
|          | 440±2μs              | 438±3μs             | 1.00    | import_iris.Iris.time_fileformats_rules                                                              |
|          | 194±2μs              | 193±2μs             | 0.99    | import_iris.Iris.time_fileformats_structured_array_identification                                    |
|          | 80.1±0.5μs           | 79.1±0.6μs          | 0.99    | import_iris.Iris.time_fileformats_um                                                                 |
|          | 151±2μs              | 149±1μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load                                                      |
|          | 130±1μs              | 129±1μs             | 0.99    | import_iris.Iris.time_fileformats_um__fast_load_structured_fields                                    |
|          | 72.0±0.6μs           | 70.9±1μs            | 0.98    | import_iris.Iris.time_fileformats_um__ff_replacement                                                 |
|          | 78.1±0.7μs           | 78.2±0.7μs          | 1.00    | import_iris.Iris.time_fileformats_um__optimal_array_structuring                                      |
|          | 859±2μs              | 860±6μs             | 1.00    | import_iris.Iris.time_fileformats_um_cf_map                                                          |
|          | 128±4μs              | 126±0.8μs           | 0.98    | import_iris.Iris.time_io                                                                             |
|          | 157±2μs              | 156±2μs             | 0.99    | import_iris.Iris.time_io_format_picker                                                               |
|          | 196±2μs              | 193±1μs             | 0.99    | import_iris.Iris.time_iris                                                                           |
|          | 118±1μs              | 118±1μs             | 1.00    | import_iris.Iris.time_iterate                                                                        |
|          | 8.12±0.05ms          | 8.06±0.04ms         | 0.99    | import_iris.Iris.time_palette                                                                        |
|          | 302±2μs              | 297±3μs             | 0.98    | import_iris.Iris.time_plot                                                                           |
|          | 94.3±0.8μs           | 93.0±0.9μs          | 0.99    | import_iris.Iris.time_quickplot                                                                      |
|          | 1.89±0.01ms          | 1.87±0.01ms         | 0.99    | import_iris.Iris.time_std_names                                                                      |
|          | 1.71±0ms             | 1.70±0.01ms         | 0.99    | import_iris.Iris.time_symbols                                                                        |
|          | 335±20ms             | 342±9ms             | 1.02    | import_iris.Iris.time_tests                                                                          |
|          | 221±1μs              | 219±2μs             | 0.99    | import_iris.Iris.time_third_party_cartopy                                                            |
|          | 4.76±0.02ms          | 4.75±0.03ms         | 1.00    | import_iris.Iris.time_third_party_cf_units                                                           |
|          | 103±0.4μs            | 103±0.6μs           | 0.99    | import_iris.Iris.time_third_party_cftime                                                             |
|          | 2.64±0.03ms          | 2.63±0.01ms         | 1.00    | import_iris.Iris.time_third_party_matplotlib                                                         |
|          | 1.01±0.01ms          | 1.01±0.01ms         | 1.00    | import_iris.Iris.time_third_party_numpy                                                              |
|          | 153±0.9μs            | 154±1μs             | 1.01    | import_iris.Iris.time_third_party_scipy                                                              |
|          | 93.3±2μs             | 90.7±1μs            | 0.97    | import_iris.Iris.time_time                                                                           |
|          | 290±3μs              | 285±1μs             | 0.98    | import_iris.Iris.time_util                                                                           |
|          | 81.7±0.8μs           | 82.9±0.6μs          | 1.01    | iterate.IZip.time_izip                                                                               |
|          | 7.89±0.1ms           | 7.77±0.1ms          | 0.99    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'FF')                                           |
|          | 23.5±0.5ms           | 22.5±0.5ms          | 0.96    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'NetCDF')                                       |
|          | 8.53±0.07ms          | 8.52±0.1ms          | 1.00    | load.LoadAndRealise.time_load((1280, 960, 5), False, 'PP')                                           |
|          | 7.82±0.06ms          | 7.68±0.07ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'FF')                                            |
|          | 20.1±0.2ms           | 19.8±0.1ms          | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'NetCDF')                                        |
|          | 8.60±0.03ms          | 8.44±0.08ms         | 0.98    | load.LoadAndRealise.time_load((1280, 960, 5), True, 'PP')                                            |
|          | 1.32±0.01s           | 1.29±0.01s          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'FF')                                             |
|          | 19.4±0.2ms           | 19.4±0.2ms          | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'NetCDF')                                         |
|          | 1.46±0.01s           | 1.43±0.02s          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), False, 'PP')                                             |
|          | 1.32±0.01s           | 1.30±0.01s          | 0.98    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'FF')                                              |
|          | 19.2±0.2ms           | 19.2±0.09ms         | 1.00    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'NetCDF')                                          |
|          | 1.47±0.01s           | 1.46±0.01s          | 0.99    | load.LoadAndRealise.time_load((2, 2, 1000), True, 'PP')                                              |
|          | 3.77±0.03ms          | 3.71±0.03ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), False, 'FF')                                              |
|          | 18.7±0.3ms           | 18.6±0.05ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'NetCDF')                                          |
|          | 4.02±0.03ms          | 3.98±0.03ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), False, 'PP')                                              |
|          | 3.74±0.04ms          | 3.70±0.02ms         | 0.99    | load.LoadAndRealise.time_load((50, 50, 2), True, 'FF')                                               |
|          | 18.7±0.3ms           | 18.4±0.2ms          | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), True, 'NetCDF')                                           |
|          | 4.02±0.03ms          | 3.96±0.04ms         | 0.98    | load.LoadAndRealise.time_load((50, 50, 2), True, 'PP')                                               |
|          | 33.7±3ms             | 33.7±3ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'FF')                                        |
|          | 19.8±0.3ms           | 19.5±0.6ms          | 0.98    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'NetCDF')                                    |
|          | 13.9±1ms             | 13.7±0.9ms          | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), False, 'PP')                                        |
|          | 25.6±2ms             | 25.6±3ms            | 1.00    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'FF')                                         |
|          | 72.9±1ms             | 72.4±1ms            | 0.99    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'NetCDF')                                     |
|          | 26.4±3ms             | 25.6±2ms            | 0.97    | load.LoadAndRealise.time_realise((1280, 960, 5), True, 'PP')                                         |
|          | 435±7ms              | 437±8ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'FF')                                          |
|          | 2.78±0.06ms          | 2.79±0.07ms         | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'NetCDF')                                      |
|          | 439±7ms              | 443±7ms             | 1.01    | load.LoadAndRealise.time_realise((2, 2, 1000), False, 'PP')                                          |
|          | 441±7ms              | 434±3ms             | 0.99    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'FF')                                           |
|          | 2.93±0.1ms           | 2.86±0.2ms          | 0.98    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'NetCDF')                                       |
|          | 443±6ms              | 443±5ms             | 1.00    | load.LoadAndRealise.time_realise((2, 2, 1000), True, 'PP')                                           |
|          | 1.53±0.09ms          | 1.54±0.05ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'FF')                                           |
|          | 2.96±0.07ms          | 2.78±0.1ms          | 0.94    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'NetCDF')                                       |
|          | 1.60±0.07ms          | 1.55±0.07ms         | 0.97    | load.LoadAndRealise.time_realise((50, 50, 2), False, 'PP')                                           |
|          | 1.58±0.07ms          | 1.57±0.05ms         | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'FF')                                            |
|          | 2.93±0.1ms           | 2.90±0.1ms          | 0.99    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'NetCDF')                                        |
|          | 1.56±0.07ms          | 1.58±0.09ms         | 1.01    | load.LoadAndRealise.time_realise((50, 50, 2), True, 'PP')                                            |
|          | 332±2ms              | 334±2ms             | 1.01    | load.ManyVars.time_many_var_load                                                                     |
|          | 8.04±0.05ms          | 7.86±0.06ms         | 0.98    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'FF')                                     |
|          | 8.81±0.06ms          | 8.64±0.2ms          | 0.98    | load.STASHConstraint.time_stash_constraint((1280, 960, 5), 'PP')                                     |
|          | 1.34±0.02s           | 1.32±0.02s          | 0.99    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'FF')                                       |
|          | 1.50±0.01s           | 1.47±0.02s          | 0.98    | load.STASHConstraint.time_stash_constraint((2, 2, 1000), 'PP')                                       |
|          | 3.86±0.04ms          | 3.76±0.05ms         | 0.98    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'FF')                                          |
|          | 4.11±0.03ms          | 4.04±0.03ms         | 0.98    | load.STASHConstraint.time_stash_constraint((2, 2, 2), 'PP')                                          |
|          | 7.90±0.09ms          | 7.76±0.07ms         | 0.98    | load.StructuredFF.time_structured_load((1280, 960, 5), False)                                        |
|          | 4.55±0.02ms          | 4.53±0.04ms         | 1.00    | load.StructuredFF.time_structured_load((1280, 960, 5), True)                                         |
|          | 1.30±0.01s           | 1.30±0.02s          | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), False)                                          |
|          | 352±3ms              | 351±2ms             | 1.00    | load.StructuredFF.time_structured_load((2, 2, 1000), True)                                           |
|          | 3.77±0.01ms          | 3.77±0.04ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), False)                                             |
|          | 3.39±0.04ms          | 3.40±0.03ms         | 1.00    | load.StructuredFF.time_structured_load((2, 2, 2), True)                                              |
|          | 136±0.7ms            | 139±2ms             | 1.02    | load.TimeConstraint.time_time_constraint(20, 'FF')                                                   |
|          | 21.9±0.2ms           | 21.7±0.06ms         | 0.99    | load.TimeConstraint.time_time_constraint(20, 'NetCDF')                                               |
|          | 151±2ms              | 150±2ms             | 0.99    | load.TimeConstraint.time_time_constraint(20, 'PP')                                                   |
|          | 27.4±0.2ms           | 27.6±0.2ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'FF')                                                    |
|          | 21.5±0.1ms           | 21.5±0.1ms          | 1.00    | load.TimeConstraint.time_time_constraint(3, 'NetCDF')                                                |
|          | 29.5±0.2ms           | 29.7±0.4ms          | 1.01    | load.TimeConstraint.time_time_constraint(3, 'PP')                                                    |
|          | 16.7±0.3ms           | 17.1±0.2ms          | 1.03    | load.ugrid.BasicLoading.time_load_file(1)                                                            |
|          | 38.3±0.4ms           | 37.5±0.5ms          | 0.98    | load.ugrid.BasicLoading.time_load_file(200000)                                                       |
|          | 13.7±0.2ms           | 13.7±0.3ms          | 1.00    | load.ugrid.BasicLoading.time_load_mesh(1)                                                            |
|          | 20.9±0.3ms           | 20.6±0.3ms          | 0.98    | load.ugrid.BasicLoading.time_load_mesh(200000)                                                       |
|          | 16.8±0.3ms           | 16.8±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_file(1)                                                        |
|          | 19.9±0.7ms           | 19.1±0.3ms          | 0.96    | load.ugrid.BasicLoadingTime.time_load_file(200000)                                                   |
|          | 13.6±0.2ms           | 13.6±0.3ms          | 1.00    | load.ugrid.BasicLoadingTime.time_load_mesh(1)                                                        |
|          | 16.3±0.5ms           | 15.9±0.2ms          | 0.98    | load.ugrid.BasicLoadingTime.time_load_mesh(200000)                                                   |
|          | 18.0±0.3ms           | 17.9±0.3ms          | 0.99    | load.ugrid.Callback.time_load_file_callback(1)                                                       |
|          | 46.7±0.5ms           | 46.5±0.7ms          | 1.00    | load.ugrid.Callback.time_load_file_callback(200000)                                                  |
|          | 17.9±0.4ms           | 17.8±0.4ms          | 1.00    | load.ugrid.CallbackTime.time_load_file_callback(1)                                                   |
|          | 21.3±0.5ms           | 20.8±0.4ms          | 0.98    | load.ugrid.CallbackTime.time_load_file_callback(200000)                                              |
|          | 2.70±0.09ms          | 2.56±0.05ms         | 0.95    | load.ugrid.DataRealisation.time_realise_data(10000)                                                  |
|          | 5.36±0.1ms           | 5.22±0.08ms         | 0.97    | load.ugrid.DataRealisation.time_realise_data(200000)                                                 |
|          | 37.5±2ms             | 36.8±0.6ms          | 0.98    | load.ugrid.DataRealisationTime.time_realise_data(10000)                                              |
|          | 814±6ms              | 809±5ms             | 0.99    | load.ugrid.DataRealisationTime.time_realise_data(200000)                                             |
|          | 103±1ns              | 104±4ns             | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_fields                |
|          | 889±2ns              | 920±6ns             | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_AncillaryVariableMetadata_values                |
|          | 102±0.8ns            | 105±4ns             | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_fields                             |
|          | 889±2ns              | 913±20ns            | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_BaseMetadata_values                             |
|          | 101±0.3ns            | 104±3ns             | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_fields                     |
|          | 993±3ns              | 1.01±0.02μs         | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CellMeasuresMetadata_values                     |
|          | 101±0.4ns            | 104±1ns             | 1.03    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_fields                            |
|          | 1.07±0μs             | 1.09±0.02μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_CoordMetadata_values                            |
|          | 101±0.5ns            | 103±3ns             | 1.02    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_fields                             |
|          | 999±6ns              | 995±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory.time_CubeMetadata_values                             |
|          | 102±0.3ns            | 109±4ns             | 1.06    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_fields                         |
|          | 1.14±0.01μs          | 1.16±0.02μs         | 1.01    | metadata_manager_factory.MetadataManagerFactory.time_DimCoordMetadata_values                         |
|          | 1.01±0.02μs          | 986±10ns            | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(1)            |
|          | 6.85±0.07μs          | 6.78±0.05μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(10)           |
|          | 65.8±0.9μs           | 63.9±1μs            | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_AncillaryVariableMetadata(100)          |
|          | 985±10ns             | 986±10ns            | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(1)                         |
|          | 6.81±0.08μs          | 6.74±0.05μs         | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(10)                        |
|          | 64.5±0.2μs           | 63.4±0.8μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_BaseMetadata(100)                       |
|          | 1.05±0.03μs          | 1.03±0.01μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(1)                  |
|          | 7.32±0.06μs          | 7.20±0.1μs          | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(10)                 |
|          | 69.3±0.5μs           | 68.4±0.7μs          | 0.99    | metadata_manager_factory.MetadataManagerFactory__create.time_CellMeasureMetadata(100)                |
|          | 1.11±0.03μs          | 1.07±0.01μs         | 0.96    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(1)                        |
|          | 7.80±0.08μs          | 7.55±0.09μs         | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(10)                       |
|          | 74.7±0.7μs           | 72.7±1μs            | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_CoordMetadata(100)                      |
|          | 1.02±0.01μs          | 1.02±0.01μs         | 1.00    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(1)                         |
|          | 7.35±0.07μs          | 7.20±0.09μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(10)                        |
|          | 69.8±1μs             | 67.5±0.8μs          | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_CubeMetadata(100)                       |
|          | 1.13±0.02μs          | 1.11±0.01μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(1)                     |
|          | 8.22±0.09μs          | 8.02±0.08μs         | 0.98    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(10)                    |
|          | 78.4±0.9μs           | 76.0±0.7μs          | 0.97    | metadata_manager_factory.MetadataManagerFactory__create.time_DimCoordMetadata(100)                   |
|          | 106±0.5ns            | 108±0.8ns           | 1.02    | mixin.CFVariableMixin.time_get_attributes                                                            |
|          | 107±0.3ns            | 108±2ns             | 1.01    | mixin.CFVariableMixin.time_get_long_name                                                             |
|          | 951±7ns              | 978±7ns             | 1.03    | mixin.CFVariableMixin.time_get_metadata                                                              |
|          | 106±0.2ns            | 108±1ns             | 1.01    | mixin.CFVariableMixin.time_get_standard_name                                                         |
|          | 107±0.6ns            | 108±1ns             | 1.00    | mixin.CFVariableMixin.time_get_units                                                                 |
|          | 107±0.7ns            | 109±3ns             | 1.02    | mixin.CFVariableMixin.time_get_var_name                                                              |
|          | 679±8ns              | 682±20ns            | 1.00    | mixin.CFVariableMixin.time_set_attributes                                                            |
|          | 113±0.5ns            | 114±0.6ns           | 1.00    | mixin.CFVariableMixin.time_set_long_name                                                             |
|          | 3.43±0.02μs          | 3.48±0.02μs         | 1.01    | mixin.CFVariableMixin.time_set_metadata__dict                                                        |
|          | 4.35±0.06μs          | 4.35±0.03μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__metadata                                                    |
|          | 4.37±0.07μs          | 4.39±0.09μs         | 1.00    | mixin.CFVariableMixin.time_set_metadata__tuple                                                       |
|          | 548±3ns              | 536±4ns             | 0.98    | mixin.CFVariableMixin.time_set_standard_name                                                         |
|          | 419±4ns              | 414±4ns             | 0.99    | mixin.CFVariableMixin.time_set_units                                                                 |
|          | 431±3ns              | 434±4ns             | 1.01    | mixin.CFVariableMixin.time_set_var_name                                                              |
|          | 368±2ms              | 366±3ms             | 0.99    | plot.AuxSort.time_aux_sort                                                                           |
|          | 72.0±5ms             | 75.3±4ms            | 1.05    | regridding.CurvilinearRegridding.time_regrid_pic                                                     |
|          | 97.1±0.6ms           | 96.2±0.4ms          | 0.99    | regridding.HorizontalChunkedRegridding.time_regrid_area_w                                            |
|          | 49.9±2ms             | 48.8±2ms            | 0.98    | regridding.HorizontalChunkedRegridding.time_regrid_area_w_new_grid                                   |
|          | 4.06±0.07ms          | 4.01±0.03ms         | 0.99    | save.NetcdfSave.time_netcdf_save_cube(50, False)                                                     |
|          | 94.7±2ms             | 92.2±0.6ms          | 0.97    | save.NetcdfSave.time_netcdf_save_cube(50, True)                                                      |
|          | 53.8±1ms             | 53.4±0.6ms          | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, False)                                                    |
|          | 591±4ms              | 586±6ms             | 0.99    | save.NetcdfSave.time_netcdf_save_cube(600, True)                                                     |
|          | 103±0.8ns            | 101±0.6ns           | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(50, False)                                                     |
|          | 78.2±1ms             | 76.6±0.9ms          | 0.98    | save.NetcdfSave.time_netcdf_save_mesh(50, True)                                                      |
|          | 103±3ns              | 102±1ns             | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, False)                                                    |
|          | 525±4ms              | 521±5ms             | 0.99    | save.NetcdfSave.time_netcdf_save_mesh(600, True)                                                     |
|          | 40.9±0.5ms           | 40.9±2ms            | 1.00    | stats.PearsonR.time_lazy                                                                             |
|          | 19.0±0.3ms           | 18.8±0.2ms          | 0.99    | stats.PearsonR.time_real                                                                             |
|          | 23.2±0.8ms           | 22.9±0.7ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_linear                                            |
|          | 59.3±0.6ms           | 58.8±0.2ms          | 0.99    | trajectory.TrajectoryInterpolation.time_trajectory_nearest                                           |

Generated by GHA run 8455602616

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Thanks for sticking with it!

@trexfeathers trexfeathers merged commit c5f57da into SciTools:main Mar 27, 2024
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trexfeathers added a commit to trexfeathers/iris that referenced this pull request Mar 27, 2024
bjlittle added a commit that referenced this pull request Mar 28, 2024
tkknight added a commit to tkknight/iris that referenced this pull request Apr 3, 2024
* upstream/main: (163 commits)
  Restore latest Whats New files.
  Whats new updates for `v3.9.0rc0` (SciTools#5899)
  nep29: drop py39 and support py312 (SciTools#5894)
  Support NetCDF v3 files in chunking control code. (SciTools#5897)
  Avoid computing lazy scalar coordinates when printing a Cube (v2) (SciTools#5896)
  Force pytest colour output on GitHub Actions (SciTools#5895)
  Make typing 3.9 compatible.
  Improve typing readability.
  Updated environment lockfiles (SciTools#5892)
  [pre-commit.ci] pre-commit autoupdate
  What's New entry for SciTools#5740 .
  Iris to GeoVista conversion (SciTools#5740)
  Try Union for type hinting.
  Type hinting.
  Fix typo.
  Re-introduce backwards compatible warning.
  Updated documentation.
  Remove loose references to fill value warnings.
  Advertise structured_um_loading performance regression.
  [pre-commit.ci] pre-commit autoupdate
  ...
tkknight added a commit to tkknight/iris that referenced this pull request Apr 10, 2024
…th_numpydoc

* upstream/main: (39 commits)
  Bump scitools/workflows from 2024.03.3 to 2024.04.0 (SciTools#5907)
  [pre-commit.ci] pre-commit autoupdate (SciTools#5906)
  Updated environment lockfiles (SciTools#5904)
  Ignore flaticon.com in linkchecks. (SciTools#5905)
  Implement lazy area weights (SciTools#5658)
  Add option to specify chunks in `iris.util.broadcast_to_shape` (SciTools#5620)
  Unpin sphinx (SciTools#5901)
  DOC: clarify save_pairs_from_cube docstring (SciTools#5783)
  Restore latest Whats New files.
  Whats new updates for `v3.9.0rc0` (SciTools#5899)
  nep29: drop py39 and support py312 (SciTools#5894)
  Support NetCDF v3 files in chunking control code. (SciTools#5897)
  Avoid computing lazy scalar coordinates when printing a Cube (v2) (SciTools#5896)
  Force pytest colour output on GitHub Actions (SciTools#5895)
  Make typing 3.9 compatible.
  Improve typing readability.
  Updated environment lockfiles (SciTools#5892)
  [pre-commit.ci] pre-commit autoupdate
  What's New entry for SciTools#5740 .
  Iris to GeoVista conversion (SciTools#5740)
  ...
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4 participants