2010YOUY01 commented on issue #19649:
URL: https://github.com/apache/datafusion/issues/19649#issuecomment-3727697426

   I have a somewhat crazy thought when I was reviewing the previous blocked 
aggregation PR: should we throw away all the existing aggregation code and 
rewrite it from scratch for this blocked design?
   
   The reason is that the current implementation is built around a single 
contiguous aggregation state, and dozens of optimizations and features have 
been developed on top of that assumption. If we try to apply a fundamentally 
different design (blocked state management) as a patch, it may actually be more 
challenging than a full rewrite.
   
   I’ve done [something 
similar](https://github.com/apache/datafusion/pull/16996) before, and 
surprisingly, a complete rewrite turned out to be simpler than patching the 
existing code.


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