NGA-TRAN commented on issue #18341:
URL: https://github.com/apache/datafusion/issues/18341#issuecomment-3458167567

   **Some hints:** I suggest starting by investigating when the two 
RepartitionExec nodes are introduced in the plan, and why the behavior differs 
between the CSV and Parquet cases.
   
   Running EXPLAIN VERBOSE can help reveal when these nodes are added—during 
either the logical or physical optimization phases.
   
   ```SQL
   Explain VERBOSE SELECT env, count(*) FROM dimension_parquet GROUP BY env;
   ```


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