anoopj opened a new issue, #16222:
URL: https://github.com/apache/iceberg/issues/16222

   ### Feature Request / Improvement
   
     ### Context
   
     `TrackedFileAdapters.extractPartition` derives partition values by applying
     each partition transform to the lower bound of the source column's field
     stats. This works because each data file belongs to exactly one partition
     (lower == upper for partition source columns), but it is indirect and
     requires the full ContentStats to be present.
   
     The v4 spec is expected to add an explicit partition tuple field to the
     tracked file struct (using a union partition schema). Once that lands, the
     adapter should read the tuple directly instead of deriving it from stats.
   
     ### Proposed change
   
     Once TrackedFile has an explicit partition field, replace
     `extractPartition(TrackedFile, PartitionSpec)` with a direct read of the
     partition tuple from the fil
   
   ### Query engine
   
   None
   
   ### Willingness to contribute
   
   - [x] I can contribute this improvement/feature independently
   - [ ] I would be willing to contribute this improvement/feature with 
guidance from the Iceberg community
   - [ ] I cannot contribute this improvement/feature at this time


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