henry3260 opened a new pull request, #12005:
URL: https://github.com/apache/gravitino/pull/12005

   ### What changes were proposed in this pull request?
   
   - Added shared metalake/client helpers and `MetalakeTestMixin` in the Python 
integration test environment.
   - Updated user, owner, catalog, and schema integration tests to reuse the 
shared metalake setup and cleanup flow.
   - Kept test-specific cleanup logic for catalog and schema resources, while 
preserving the existing `TestCatalog` metalake cleanup logging.
   
   ### Why are the changes needed?
   
   Several Python client integration tests repeated the same metalake creation, 
`GravitinoClient` initialization, and metalake cleanup code. Sharing the common 
setup and cleanup logic reduces duplicated test infrastructure code while 
keeping each test's resource-specific cleanup behavior unchanged.
   
   Fix: #3767
   
   ### Does this PR introduce *any* user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   - `git diff --check`
   - `./gradlew :clients:client-python:pylint`


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