JingsongLi opened a new pull request, #10047:
URL: https://github.com/apache/paimon/pull/10047

   ## Summary
   - Use native planning and reading for data-evolution BLOB scans with a 
pruning LIMIT when the Rust reader advertises safe pre-resolution limiting.
   - Keep Python fallback for older Rust runtimes, BLOB views, and managed BLOB 
predicates; permit ordinary-column predicates on inline descriptors.
   - Verify native execution and that unselected or filtered-out descriptor 
payloads are never fetched.
   
   ## Validation
   - Native read, plan integration, and materialized PK suites: 96 passed, 15 
subtests passed.
   - Additional native plan and data-evolution suites excluding Vortex: 117 
passed, 55 subtests passed.
   - flake8 on changed Python files passed.
   
   Depends on apache/paimon-rust#896. The Vortex writer test segfaulted in 
prepare_commit during a broader run; Vortex is outside this read-path change 
and was excluded from the focused rerun.


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