alamb commented on issue #10897:
URL: https://github.com/apache/datafusion/issues/10897#issuecomment-2212415404

   Thanks @korowa -- this analysis makes sense (aka that there is some constant 
overhead per active partition)
   
   @Smotrov  does this match your dataset? As in how many partitions (aka 
files) are created by your query?
   
   Some other ideas for improvements:
   1. Account for this overhead somehow in the memory manager. This would not 
reduce the memory required, but instead would cause the query to error rather 
than using too much memory
   2. Implement early flushing somehow if too much memory was used (force flush 
currently open files), though this might result in very many small files for a 
highly partitioned dataset
   
   


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