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Update Colorizer/ColorizingArtist to work with MultiNorm #30511

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@trygvrad trygvrad commented Sep 3, 2025 •
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EDIT: closes #30511

This PR continues the work of #28658 and #28454, #29876, aiming to close #14168. (Feature request: Bivariate colormapping)

This PR allows Colorizer and ColorizingArtist to work with MultiNorm and BivarColormap and MultivarColormap

i.e. this PR will allow:

import matplotlib.pyplot as plt
import numpy as np
import matplotlib as mpl
a = np.arange(12).reshape(3,4)
b = np.arange(12).reshape(4,3).T
norm = mpl.colors.Normalize(vmin=0, vmax=11)
col = mpl.colorizer.Colorizer(cmap='BiOrangeBlue', norm=[norm, norm])
plt.imshow(col.to_rgba((a, b)))
image

Features not included in this PR:

  • Exposes the functionality provided by MultiNorm together with BivarColormap and MultivarColormap to the plotting functions axes.imshow(...), axes.pcolor(...), and axes.pcolormesh(...)`
  • fig.colorbar() equivalents for BivarColormap and MultivarColormap
  • Examples in the docs

PR checklist

  • new and changed code is tested

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trygvrad commented Sep 4, 2025

Thank you for the feedback @QuLogic and apologies for my sloppy mistakes :)

 

improved testing for colorizer+multinorm
Apply suggestions from code review
Co-authored-by: Elliott Sales de Andrade <quantum.analyst@gmail.com>
updates based on feedback from @QuLogic
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As I mentioned on the call, I think this looks okay from a low-level point-of-view, but I am at this point uncertain as to the high-level status. I hope someone more familiar with the current state can confirm.

PS, @trygvrad if you have some time to pop in to the call, it would be good to just re-iterate the current state succinctly, as I'm not sure everyone is up-to-speed right now.

@trygvrad trygvrad mentioned this pull request Sep 24, 2025
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Feature request: Bivariate colormapping
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AltStyle によって変換されたページ (->オリジナル) /