roryqi opened a new pull request, #12442:
URL: https://github.com/apache/gravitino/pull/12442

   ### What changes were proposed in this pull request?
   
   This PR adds Python client support for tag assignment values:
   - Add `allowed_values` support to tag creation and tag DTOs.
   - Add assignment-context values to detailed tag models.
   - Add tag-value pair request support for object tag assignment.
   - Add `assign_tags(...)` while keeping `associate_tags(...)` compatible.
   - Add `search_tag_assignments(...)` and response DTOs.
   - Add unit tests for DTO serialization, client request paths, and new APIs.
   
   ### Why are the changes needed?
   
   Python client APIs need to match the tag assignment values REST design so 
users can assign values such as `data_domain=finance` and search metadata 
objects by exact assignment values.
   
   Fix: #12441
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes. The Python client adds:
   - `create_tag(..., allowed_values=None)`
   - `Tag.allowed_values()`
   - `Tag.assignment_values()`
   - `SupportsTags.assign_tags(...)`
   - `search_tag_assignments(...)`
   
   Existing `associate_tags(...)` remains available.
   
   ### How was this patch tested?
   
   - `PYTHONPATH=/tmp/gravitino-python-tag-values-pr/clients/client-python 
python -m unittest tests.unittests.dto.requests.test_tags_associate_request 
tests.unittests.dto.requests.test_tag_create_request 
tests.unittests.dto.test_tag_dto tests.unittests.test_generic_tag 
tests.unittests.client.test_metadata_object_tag_operations 
tests.unittests.test_tag_api`
   - `black --check ./gravitino ./tests/unittests ./scripts`
   - `pylint <changed files>`
   
   Also ran `./gradlew :clients:client-python:test`; `black` passed, but the 
full integration test task failed due to existing environment issues: Python 
client version `2.0.0.dev0` was higher than server `1.3.1-SNAPSHOT`, and Docker 
image `apache/gravitino-ci:hive-0.1.13` was missing.
   


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