jakirkham commented on PR #47083:
URL: https://github.com/apache/spark/pull/47083#issuecomment-2204550456

   It should be possible to write code that is compatible with NumPy 1 & 2. 
That is what most projects are doing
   
   Would look over [the migration guide]( 
https://numpy.org/devdocs/numpy_2_0_migration_guide.html ). There are more 
suggestions [in the release notes]( 
https://numpy.org/devdocs/release/2.0.0-notes.html )
   
   As already noted `ruff`'s NumPy 2 plugin can be a great help in migrating 
code
   
   cc @rgommers (for awareness)


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