GitHub user adaros92 added a comment to the discussion: Sedona LEFT JOIN using 
SPATIAL INDEX

Is there a way to do spatial partitioning like we can with RDD using DataFrame 
API? Docs say we need to broadcast the data to get spatial indexing with 
broadcast index join but this is a problem when the data is too large to fit in 
one node, so we've defaulted to using spatial partitioning with RDD. 

GitHub link: 
https://github.com/apache/sedona/discussions/2520#discussioncomment-15212722

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