zhztheplayer opened a new pull request, #52817:
URL: https://github.com/apache/spark/pull/52817

   ### What changes were proposed in this pull request?
   
   The PR adds off-heap memory mode support for LongHashedRelation.
   
   ### Why are the changes needed?
   
   To avoid on-heap OOMs when user sets `spark.memory.offHeap.enabled=true`, 
and configures a comparatively small JVM heap size.
   
   ### Does this PR introduce _any_ user-facing change?
   
   When `spark.memory.offHeap.enabled=true` is set:
   - Required off-heap memory size may increase
   - Required on-heap memory size may decrease
   
   ### How was this patch tested?
   
   WIP
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   No.
   


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