feat: Add initial spatial join support in Prestissimo using a nested loop join #25583
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Description
This PR introduces basic support for spatial joins in Prestissimo by using the existing nested loop join mechanism. While this approach is simple and ensures correctness, it does not yet include any performance optimizations. It serves as a starting point for enabling spatial joins and will be improved in subsequent iterations.
Motivation and Context
Spatial joins are essential for many geospatial analytics use cases but are currently unsupported in Prestissimo.
Impact
Spatial join will be unlocked.
Test Plan
Verified correctness with Velox.
Contributor checklist
Release Notes
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