alamb commented on issue #12454:
URL: https://github.com/apache/datafusion/issues/12454#issuecomment-2351551525

   It probably isn't feasible, but the ideal way to run such a query is to 
pre-partitioning the `data` table such that each distinct value of `fact_id` is 
only stored on one node.
   
   (this is how Vertica does this type of join, FWIW)
   
   If re-partitioning the entire data table is too large, you could potentially 
only repartition a projection of `fact_id`  (to quickly know what rows aren't 
matching) 🤔 


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