KnightChess created HUDI-7829:
---------------------------------

             Summary: storage partition stats index can not effert in data 
skipping
                 Key: HUDI-7829
                 URL: https://issues.apache.org/jira/browse/HUDI-7829
             Project: Apache Hudi
          Issue Type: Bug
          Components: spark-sql
            Reporter: KnightChess
         Attachments: image-2024-06-05-16-30-50-503.png, 
image-2024-06-05-16-31-44-871.png, image-2024-06-05-16-32-02-293.png

partition stats will not effort, the current implementation does not seem to 
achieve the effect of partition filtering.
- first

in this picture, I change the ut filter to trigger partition stats index.
!image-2024-06-05-16-30-50-503.png!

partition_stats will not save fileName, so if reuse `CSI` logical, it will 
throw null point in group by key
!image-2024-06-05-16-31-44-871.png!
!image-2024-06-05-16-32-02-293.png!

and this will cause skip other index
 * second

and have a question, I am not sure this pr is use to `partition` purge like 
physical partition col, which mean use other field min/max to get which 
physical partitions to list fileSlice. or filter fileName like `CSI`, `RLI`.
thanks



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