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I felt this original documentation was doing too much in this code block - the description doesn't match the second code example.
So I broke it out into these two separate examples:
I added this new example, which I would have found useful:
doc/source/whatsnew/vX.X.X.rst
file if fixing a bug or adding a new feature.