JingsongLi opened a new pull request, #10056:
URL: https://github.com/apache/paimon/pull/10056

   ## Summary
   - Assume the current paimon-rust API in native plan eligibility and remove 
obsolete version/method probes.
   - Remove the obsolete absent-split-bridge sentinel from native reads while 
retaining fallbacks for unsupported formats, query authorization, and actual 
conversion/read failures.
   - Update unit tests to assert the current native path rather than older Rust 
fallback behavior.
   
   ## Validation
   - Native plan/read: 364 passed (including REST fixtures).
   - Data Evolution: 74 passed; scan/streaming/read helpers: 39 passed.
   - flake8 and git diff --check passed.
   
   Vortex write tests were excluded after a segmentation fault in the unchanged 
write_buffer.materialize path. The local test environment has pypaimon-rust 
0.4.0 installed; current main APIs were checked against the Rust source.


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