pairplot: check whether data supports dataframe API #3857
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Currently,
pairplot(), unlike other plotting functions, requires that the data is apd.DataFrame. This prevents the function from working with objects that are fully compatible with DataFrame, but are of a different class. By changing the check to requiring the presence of a__dataframe__attribute, this is resolved.The patch relies on the DataFrame interoperability protocol (which is a fancy of saying that it checks the existence of a
__dataframe__()function) as well as the soft-standard of the__array__()function for array-like objects.For me, the main reason to submit this PR is to make seaborn fully compatible with DataMatrix 2.0. (Right now,
pairplot()is the only plot still failing.)