feat(parquet): initial support prune parts at runtime when do topk query#19903
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feat(parquet): initial support prune parts at runtime when do topk query#19903ariesdevil wants to merge 1 commit into
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Summary
Add a Parquet/Fuse progressive TopK scan path for ordered
LIMITqueries, inspired by langsmith.For eligible single-column
ORDER BY ... LIMIT Kscans, Fuse Parquet partitions are ordered by block-level sort min/max stats. During execution, the Parquet reader feeds back filtered rows into a TopK state afterdeserialize_and_filter, allowing the partition stream to stop scheduling older blocks once they can no longer enter the current TopK result.Current limitations:
LIMIT <= 1000The final Sort/Limit is still preserved for correctness. A follow-up can add bounded batch or in-flight block scheduling to improve object-storage throughput while still limiting overscan.
Tests
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This change is