yangshangqing95 opened a new pull request, #17815:
URL: https://github.com/apache/iceberg/pull/17815

   ## Summary
   
   `PartitionsTable` and `PositionDeletesTable` cache schemas and partition 
specs at construction time. After the base table evolves and the metadata table 
is refreshed, long-lived instances may continue exposing stale partition 
fields, row schemas, and specs.
   
   This change derives those values from the current table metadata and ensures 
partition rows use the schema captured by the scan.
   
   ## Tests
   Tests cover partition spec evolution, base table schema evolution, and 
partition row materialization after refresh.
   


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