NGA-TRAN commented on issue #18777:
URL: https://github.com/apache/datafusion/issues/18777#issuecomment-3544558992

   > - Detect Pattern of Aggregate Final -> Some Nodes -> Aggregate Partial
   > - Extract the GROUP BY column expressions from aggregate
   > - For each input partitions check the min max ranges to see if they are 
overlapping
   > - If they aren't parallelize -> replace the patter with Aggregate 
SinglePartitioned
   
   Sound good.
   
   Question: Can the `SinglePartitioned` mode handle multiple partitions in 
parallel? This is the key goal we want to achieve.
   


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