NGA-TRAN commented on issue #17171:
URL: https://github.com/apache/datafusion/issues/17171#issuecomment-3343674531

   Datadog has a similar use case for Partitioned Hash Join. Its files are 
well-partitioned and aligned, so P1, P2, and P3 share matching data ranges. 
Pushing down hash tables (HT1, HT2, HT3) to the corresponding probe-side 
partitions enables a significant performance boost.
   
   cc: @adriangb @LiaCastaneda 
   
   <img width="568" height="397" alt="Image" 
src="https://github.com/user-attachments/assets/8f00ba7b-fb8b-46ec-8dfe-3aab4a44bec6";
 />


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