XiaoHongbo-Hope opened a new pull request, #9106:
URL: https://github.com/apache/paimon/pull/9106

   ### Purpose
   
   The deferred BLOB reader tests used a limited scan to construct their input 
splits. Native planning may satisfy the limit with the first split and does not 
guarantee the same split order as Python planning, so the tests could fail 
without a reader regression.
   
   Plan the complete split list before applying the reader limit, and make the 
authorization assertion independent of unordered scan results.
   
   ### Tests
   
   - `deferred_blob_resolve_test.py`: 15 passed with native planning
   - Affected native-plan tests repeated 30 times
   - Native LIMIT integration tests: 2 passed
   - Flake8 and `git diff --check`
   


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