comphead commented on issue #12454:
URL: https://github.com/apache/datafusion/issues/12454#issuecomment-2350438695

   If there 1 huge table and another one is small, in this case the 
`broadcastJoin/mapJoin` works best. in distributed env(which is not DF) the big 
table repartitioned across nodes(every node can be DF), then small table copied 
to every node and usual hash join happens. The final result needs to be merged 
from nodes to the stream.
   
   


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