emgeee commented on issue #875:
URL: 
https://github.com/apache/datafusion-python/issues/875#issuecomment-2369110759

   These proposals generally sound good to me. I do think care should be taken 
around the first two points since Dataframe `cache()` and `collect()` methods 
shadow the underlying rust library and renaming those methods at the python 
level would be immensely confusing for those coming from the rust library or 
those seeking to better understand the python layer.
   
   The other suggestion I might add is to keep `Datafusion.with_column()` but 
make it a simple wrapper around `Datafusion.with_columns()`.


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