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The current pyopenms_viz implementation was built with the idea of extending pandas .plot
method. It would be nice to add support for polars dataframes as well. There is an initial exploratory draft PR here. This approach tries attempts to create a unified interface for both pandas and polars dataframes, so that we don't have change/adapt the existing API for pyopenms_viz. This is a bit more complicated though, since there are certain functions where there is no equivalent between pandas and polars.
If you are interested in this, you can either work of the current PR, or if you can think of a better approach to support both pandas and polars, that would be great as well.