yuqi1129 opened a new pull request, #12961:
URL: https://github.com/apache/gravitino/pull/12961

   ### What changes were proposed in this pull request?
   
   Add a protected `toFlinkType(Type)` hook to `BaseCatalog` and use it when 
building table and view schemas. The default implementation delegates to 
`TypeUtils.toFlinkType`.
   
   ### Why are the changes needed?
   
   Catalogs need to map native external types to Flink types without 
duplicating schema construction. This complements the existing 
`toGravitinoType` hook.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No. Existing catalogs retain their default type mappings.
   
   ### How was this patch tested?
   
   Added unit coverage for default mappings and a catalog override, including 
column names, nullability, comments, and preservation of source type metadata.
   
   Passed Flink 1.18 unit tests and Spotless checks:
   ```sh
   ./gradlew :flink-connector:flink-common:spotlessApply 
:flink-connector:flink-1.18:test -PskipITs --offline
   ```
   


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