DOC: Promote Arrow C Data Interface over Interchange Protocol (#59347)

Author: WillAyd

pandas/core/frame.py

@@ -901,6 +901,11 @@ def __dataframe__(
  """
  Return the dataframe interchange object implementing the interchange protocol.
 
+ .. note::
+
+ For new development, we highly recommend using the Arrow C Data Interface
+ alongside the Arrow PyCapsule Interface instead of the interchange protocol
+
  .. warning::
 
  Due to severe implementation issues, we recommend only considering using the

pandas/core/interchange/from_dataframe.py

@@ -36,6 +36,11 @@ def from_dataframe(df, allow_copy: bool = True) -> pd.DataFrame:
  """
  Build a ``pd.DataFrame`` from any DataFrame supporting the interchange protocol.
 
+ .. note::
+
+ For new development, we highly recommend using the Arrow C Data Interface
+ alongside the Arrow PyCapsule Interface instead of the interchange protocol
+
  .. warning::
 
  Due to severe implementation issues, we recommend only considering using the