JingsongLi opened a new pull request, #10497:
URL: https://github.com/apache/paimon/pull/10497

   ## What changes
   
   - Transport captured Snapshot metadata, including an explicitly empty view, 
through the shared Native Table bridge.
   - Keep Native scan planning enabled for captured empty/tag/version views.
   - Use the common Table bridge for hybrid execution and remove its separate 
snapshot transport.
   - Qualify supported vector routes before execution and propagate Native 
errors instead of retrying through Python against another view.
   - Add REST regressions for scan, vector, batch vector, full-text and hybrid 
search/lookup, plus primary-key vector golden-data coverage.
   
   ## Why
   
   These are capabilities already supported by Python. Captured views must 
remain fixed across later commits, and retained tags must continue working 
after the original snapshot JSON expires. The shared Rust Table now owns this 
state and the Python binding only forwards Java-format Snapshot metadata.
   
   Tests block the Python file scanner/search readers, verify concurrent 
update/delete between search and lookup, REST cache isolation, authoritative 
empty/error responses and missing index failures. The original 8 cases all 
failed before the paired fix.
   
   ## Dependency
   
   Depends on https://github.com/apache/paimon-rust/pull/1098. This PR is a 
draft until the Rust API is merged. Native CI continues building 
`apache/paimon-rust@main`.
   
   ## Validation
   
   - 154 passing tests with all five Native CI flags: captured read views, 
hybrid, the entire Native MERGE suite and Native update/write/commit smoke 
tests. Native counters: plans=216, reads=223, writes=62, commits=1; update 
row_id=2, grouped=2, predicate=5, upsert=3, incremental=5, merge=24.
   - The wider Native search run passed its full-text cases. It caught an 
internal Rust MERGE scan-mode rewrite, repaired and verified by the complete 
MERGE rerun.
   - 110 passing existing Native vector/search snapshot tests.
   - Paired Rust validation: 260 core tests, 16 DataFusion metadata/count 
tests, Clippy 1.98.0 and Python binding build.
   - Flake8 for changed Python files and Python 3.6 syntax parsing for changed 
production files.
   


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