weijietong opened a new pull request, #8745:
URL: https://github.com/apache/paimon/pull/8745

   ### Purpose
     Optimize readPartitionEntries and readBucketEntries in 
AbstractFileStoreScan to use per-entry converter during manifest reading, so 
ManifestEntry objects (with heavy DataFileMeta including stats, key ranges, 
embedded index, etc.) are immediately converted to lightweight 
PartitionEntry/BucketEntry and never accumulated. This reduces peak memory per 
manifest file from holding a full List<ManifestEntry> to only a 
List<PartitionEntry> — each DataFileMeta (~20 fields, several KB) is discarded 
after extracting the 3 needed values (rowCount, fileSize, creationTime), while 
PartitionEntry only retains ~6 fields (~40 bytes). For tables with millions of 
files the savings can be significant.
   
   ### Tests
   
     Added FileStoreScanPartitionBucketEntryTest covering single/multiple 
partition aggregation, multi-file merge within the same partition, partition 
filter pushdown, append-only table variant, and equivalent bucket entry tests — 
including the previously untested readBucketEntries() method which had zero 
coverage.


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