akurmustafa commented on issue #12611:
URL: https://github.com/apache/datafusion/issues/12611#issuecomment-2378127718

   In datafusion, target_partition argument doesn't necessarily increase 
partition count each time. If DataFusion thinks that executing the query in 
single partition is better in terms of performance, it will do so even if 
target_partition number is larger than 1. Do you think, parallelism will 
improve the performance for this query, if you think so we should definitely 
increase partition for this query. What is your thoughts in this regard?
   
   In short, setting target_partitions to larger than 1 doesn't necessarily 
increase partition in datafusion.


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