Zouxxyy opened a new pull request, #9068:
URL: https://github.com/apache/paimon/pull/9068

   ### Purpose
   
   - Delegate unresolved MERGE expression validation to Spark's analyzer so 
missing columns produce structured `UNRESOLVED_COLUMN.WITH_SUGGESTION` errors.
   - Keep Paimon's generic runtime error as a fallback.
   - Add a regression test for a missing target column referenced by 
`equal_null`.
   
   ### Tests
   
   - Spark 3.5 package build passed.
   - `MergeIntoPrimaryKeyBucketedTableTest`: 57 tests passed.
   - Spark 3.2 clean test compilation passed.
   - Spark 4.1 clean test compilation passed.
   - Spotless formatting passed.


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