JunRuiLee opened a new pull request, #7916:
URL: https://github.com/apache/paimon/pull/7916

   ## Purpose
   
     Internal infrastructure for ANALYZE TABLE:
     - `ColStats` / `Statistics` / `StatsFileHandler` — Java-compatible stats 
JSON format
     - `FileStoreCommit.commit_statistics()` — creates ANALYZE snapshot, 
preserves watermark/next_row_id, inherits stats on subsequent commits
     - `StatisticsCollector` — reads merged data via read path, computes 
distinctCount/nullCount/min/max/avgLen/maxLen with correct type gating and 
Java-compatible serialization (DATE→epoch days, TIME→millis, 
TIMESTAMP→formatted string,
     string/binary→no min/max)
   
     ## Tests
   
     - ColStats/Statistics serialization roundtrip + Java key format
     - Empty colStats always emitted (avoids Java NPE)
     - StatsFileHandler write/read via snapshot reference


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