gene-bordegaray commented on PR #18343:
URL: https://github.com/apache/datafusion/pull/18343#issuecomment-3461048191

   This makes sense. Just want to ask clarifying question to make sure I am 
understanding: 
   - the Round Robin Repartition into the Aggregate is useful because we can 
disperse work across partitions and then accumulate their results. Using the 
aggregated results we can use the Hash Repartition to hand off work with the 
same key (such as env = 'prod') to workers, thus is more efficient
   - the parquet query is not working this way as the Reparititons are not 
separated by the Aggregate. The Aggregate does all this work on a single 
partition then does Repartitioning too late.


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