Kontinuation opened a new pull request, #555:
URL: https://github.com/apache/sedona-db/pull/555

   This patch adds a index provider for coordinating the creation of spatial 
index for specified partitions. It is also integrated into `SpatialJoinExec` so 
we use it to create the spatial index even when there's only one spatial 
partition (the degenerate case). The handling for multiple spatial partitions 
will be added in a subsequent PR.
   
   The memory reservations growed in the build side collection phase will be 
held by `PartitionedIndexProvider`. Spatial indexes created by the provider 
does not need to hold memory reservations.
   
   The next step is to support partitioned probe side by adding a 
`PartitionedProbeStreamProvider`, and modify the state machine of 
`SpatialJoinStream` to process multiple spatial partitions sequentially.
   


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