Add Seaborn diagnostic #3155
Add Seaborn diagnostic #3155
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valeriupredoi
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valeriupredoi
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absolutely stunning plots! Isn't the seaborn diag better suited to sit in esmvaltool/diag_scripts/shared better than in the main diags dir - it's not effectively a scientific diagnostic AFAIU but rather, a way to process and display data
Co-authored-by: Valeriu Predoi <[email protected]>
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In my understanding, I will also add 1/2 more example plots (PDF) which can be produced with this diagnostic, so please do no merge just yet 😅 |
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Ok I guess this pne then falls in the validation recipes/diag category - a utility of sorts still. We should probably create a dedicated repo for these types. Please do add more plots, they look marvellous 🦄 |
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Just added another example to the recipe and the doc: This can be merged now from my side 🚀 |
remi-kazeroni
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remi-kazeroni
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Very nice work, @schlunma! All looks good to me, nicely documented and the recipe runs fine. Just a tiny typo to be fixed and I can press the merge button 👍
Co-authored-by: Rémi Kazeroni <[email protected]>
…old_and_clone_task_rtw * recipe_test_workflow_prototype: (199 commits) #3169: Upgrade the RTW to work with ESMValTool v2.8.0 [Condalock] Update Linux condalock file (#3237) Modified links to the tutorial (#3236) Add ESMValCore release `v2.8.1` into the documentation (#3235) Generate climatology on the fly for AutoAssess soil moisture (#3197) New recipe and diagnostic for Arctic-midlatitude research (#3021) Fixed pandas diagnostics for pandas>=2.0.0 (#3209) Update obs4MIPs dataset to the current naming scheme in recipe_smpi.yml (#2991) Add variable long names to provenance record in monitoring diagnostics (#3222) Extension of NASA MERRA2 CMORizer (cl, cli, clivi, clw, clwvi) (#3167) Remove "fx_variable" from recipe_wenzel14jgr.yml (#3212) [Condalock] Update Linux condalock file (#3217) Add Seaborn diagnostic (#3155) Remove fx_variables from ipccwg1ar5ch9 recipes (#3215) Remove "fx_variable" from recipe_tebaldi21esd.yml (#3211) Update recipe_impact.yml to work with newer versions of `pandas` (#3220) Use ESMValCore v2.9.0 release candidates (#3219) [Github Actions ] Check if python minor version changed after Julia install in development installation test (#3213) New plot_type 1d_profile in monitor (#3178) Add support for using a dask distributed scheduler (#3151) ...
Co-authored-by: Valeriu Predoi <[email protected]> Co-authored-by: Rémi Kazeroni <[email protected]>
Description
This PR adds a diagnostic that provides a high-level interface to seaborn, a Python data visualization library based on matplotlib. This diagnostic is highly customizable (every seaborn plotting function is supported).
For this diagnostic, the input data is arranged into a single
pandas.DataFrame, which is then used as input for the Seaborn function defined by the optionseaborn_func.In addition, this PR
seaborn.set()in favor ofseaborn.set_theme()in all diagnostic that use it.seaborn.setis an alias ofseaborn.set_theme, so this does not change any functionality.Link to documentation: https://esmvaltool--3155.org.readthedocs.build/en/3155/recipes/recipe_seaborn.html
Example figure:
Checklist
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New or updated recipe/diagnostic
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