nevzheng opened a new pull request, #12079:
URL: https://github.com/apache/gravitino/pull/12079

   ### What changes were proposed in this pull request?
   
   Define and document Hudi compatibility for the five Gravitino V3-native type 
families.
   
   Nanosecond timestamps, Variant, Unknown/Null, Geometry, and Geography are 
rejected before invoking the Hudi backend.
   
   ### Why are the changes needed?
   
   The current Hudi catalog path cannot preserve the complete semantics of 
these families. Early validation provides deterministic behavior and prevents a 
rejected schema from reaching backend operations.
   
   Fix: #12063
   
   Related: #12056
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes. Unsupported V3-native schemas now fail explicitly before backend 
invocation.
   
   ### How was this patch tested?
   
   - Added focused converter and operation rejection coverage.
   - Verified an in-memory backend is not called.
   - Verified no table exists after rejection.
   - Updated `docs/lakehouse-hudi-catalog.md`.
   


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