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

This support is only available via Spatial SQL / DataFrame API. Not the old RDD 
SpatialJoinQuery API.

You can trigger this via SQL left join operator.

GitHub link: 
https://github.com/apache/sedona/discussions/2520#discussioncomment-15107677

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