Dandandan commented on PR #15591:
URL: https://github.com/apache/datafusion/pull/15591#issuecomment-2890775426

   > We make the block size large enough
   For the first block, we still perform resizing at firstly
   But after it grow large enough, we switch to blocked approach?
   
   Yes - exactly!
   
   Alternatively maybe we even can switch from flat to block approach after 
reaching a certain threshold (for example 1 million groups) to avoid overhead 
of the block approach on lower cardinality cases?


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