Aggregate RMSE over multiple cases/variables and produce timeseries + Hinton plot [Experimental] - #2419
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James Warner (jwarner8) wants to merge 26 commits into
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Aggregate RMSE over multiple cases/variables and produce timeseries + Hinton plot [Experimental]#2419James Warner (jwarner8) wants to merge 26 commits into
James Warner (jwarner8) wants to merge 26 commits into
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Total coverage: 92% (HTML report)Name Stmts Miss Branch BrPart Cover --------------------------------------------------------------------------------------------------- src/CSET/__init__.py 105 0 14 0 100% src/CSET/_common.py 156 0 54 0 100% src/CSET/cset_workflow/app/fetch_fcst/bin/fetch_data.py 117 28 26 0 78% src/CSET/cset_workflow/app/fetch_nimrod/bin/fetch_nimrod.py 81 8 28 11 83% src/CSET/cset_workflow/app/finish_website/bin/finish_website.py 79 2 8 2 95% src/CSET/cset_workflow/app/parbake_recipes/bin/parbake.py 29 0 8 0 100% src/CSET/cset_workflow/app/send_email/bin/send_email.py 25 0 4 0 100% src/CSET/cset_workflow/lib/python/jinja_utils.py 17 0 6 0 100% src/CSET/extract_workflow.py 103 1 26 1 98% src/CSET/graph.py 44 0 14 0 100% src/CSET/operators/__init__.py 89 0 26 0 100% src/CSET/operators/_atmospheric_constants.py 9 0 0 0 100% src/CSET/operators/_colormaps.py 249 3 72 4 98% src/CSET/operators/_stash_to_lfric.py 3 0 0 0 100% src/CSET/operators/_utils.py 190 8 72 6 95% src/CSET/operators/ageofair.py 142 7 64 5 94% src/CSET/operators/aggregate.py 141 60 44 1 55% src/CSET/operators/aviation.py 61 0 18 0 100% src/CSET/operators/collapse.py 155 8 72 3 93% src/CSET/operators/constraints.py 113 7 50 3 93% src/CSET/operators/convection.py 38 4 10 2 88% src/CSET/operators/ensembles.py 27 0 14 0 100% src/CSET/operators/feature.py 44 0 10 0 100% src/CSET/operators/filters.py 67 2 30 0 98% src/CSET/operators/fluxes.py 41 0 10 0 100% src/CSET/operators/humidity.py 135 0 52 0 100% src/CSET/operators/imageprocessing.py 57 0 16 0 100% src/CSET/operators/mesoscale.py 18 0 2 0 100% src/CSET/operators/misc.py 172 1 72 3 98% src/CSET/operators/plot.py 1117 155 412 71 83% src/CSET/operators/power_spectrum.py 98 3 30 3 95% src/CSET/operators/precipitation.py 204 2 92 2 99% src/CSET/operators/pressure.py 41 0 12 0 100% src/CSET/operators/read.py 439 22 190 17 94% src/CSET/operators/regrid.py 136 0 68 2 99% src/CSET/operators/scoreswrappers.py 323 23 106 2 93% src/CSET/operators/temperature.py 121 0 32 0 100% src/CSET/operators/transect.py 63 0 24 0 100% src/CSET/operators/wind.py 46 3 10 2 91% src/CSET/operators/write.py 15 0 6 0 100% src/CSET/recipes/__init__.py 104 0 28 0 100% src/CSET/sample_data/__init__.py 0 0 0 0 100% --------------------------------------------------------------------------------------------------- TOTAL 5214 347 1832 140 92% |
James Warner (jwarner8)
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James Warner (jwarner8)
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August 25, 2026 15:58
James Warner (jwarner8)
marked this pull request as draft
August 25, 2026 15:58
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For the Hinton plots, I am tempted to make these set on a standard number of variables, rather than user defined. If user defined, the number of blocks in the recipe would have to dynamically adapt, and this could get messy quickly. Its not also clear how the plot with scale with additional variables. We could have it so that the Hinton plot supports 5 variables, and the user can change these. |
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Evidence of RMSE working, |
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This is an experimental branch that addresses #2409. It does not necessarily endorse this method of aggregating RMSE over multiple case studies scientifically, but tests the plumbing of dealing with multiple
forecast_reference_timein model and obs space.Contribution checklist
Aim to have all relevant checks ticked off before merging. See the developer's guide for more detail.