[SPARK-53446][CORE] Optimize BlockManager remove operations with cached block mappings #52646
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What changes were proposed in this pull request?
Continue #52210.
Introduced three concurrent hash maps to track block ID associations for optimize BlockManager remove operations by introducing cached mappings to eliminate O(n) linear scans.
Why are the changes needed?
Previously, removeRdd(), removeBroadcast(), and removeCache() required scanning all blocks in blockInfoManager.entries to find matches. This approach becomes a serious bottleneck when:
The original removeRdd() method already contained a TODO noting that an additional mapping would be needed to avoid linear scans. This PR implements that improvement.
Does this PR introduce any user-facing change?
No.
How was this patch tested?
Existing tests
BlockManagerSuite
ensure that blockId is used and cleaned up normally.Was this patch authored or co-authored using generative AI tooling?
No.