LsomeYeah commented on PR #9023:
URL: https://github.com/apache/paimon/pull/9023#issuecomment-5280179809

   @JingsongLi Thanks for the thoughtful guidance! I’ve updated the PR 
accordingly: written-column resolution is now lazy and memoized, the API is 
simplified to Optional[List[Integer]], Spark-version handling is kept local to 
the helper, and Core field-ID resolution is shared. The Spark 4 foreachBatch 
metadata tests also pass, and the change is now down from 17 files to 7.


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