lakshaydevoo-arch commented on PR #26966:
URL: https://github.com/apache/datafusion/pull/26966#issuecomment-6708991313

   thanks for the review! i've updated the nullable path to process the 
validity bitmap in 64-row chunks, using a regular loop for fully valid chunks 
and bit scanning for the rest.
   
   also added tests for sliced dictionaries, null keys and values, shorter hash 
buffers, and 64-row boundaries.
   
   merged the latest upstream main changes as well. fmt, hash_utils tests, and 
clippy all pass locally.
   
   i've left the review threads open in case there's anything else to address


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