thinkharderdev commented on issue #12454:
URL: https://github.com/apache/datafusion/issues/12454#issuecomment-2351561929

   > 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)
   
   That would essentially just be the hash partitioning right? Or do you mean 
actually storing the underlying table data so it is already partitioned and 
doesn't require a repartition during query execution? The latter wouldn't be 
possible in our case since we don't know the specific query patterns that are 
required up front. 
   


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