XiaoHongbo-Hope opened a new pull request, #10881:
URL: https://github.com/apache/paimon/pull/10881

   ## Scope
   Draft protocol proposal: add MultimodalTable.predict(), REST submission, 
request/acceptance types and OpenAPI description. Reuses Catalog 
authentication; does not read rows or BLOBs locally. Preserves snapshot/tag 
selectors and rejects unsupported scan views. Keeps 404 errors distinct from 
unsupported 501 responses. POST is not automatically retried.
   
   ## Not implemented
   Model registration, service-side authorization/retention, durable job 
acceptance, dispatch and inference execution. The PredictTable action and wire 
contract require server coordination before use. This is not an end-to-end 
inference feature and should remain Draft.
   
   ## Validation
   7 tests passed: predict_test and rest_api_coverage_test (local HTTP 
submission, serialization, validation, no 503 retry, path/auth and OpenAPI 
coverage). git diff --check passed.
   The existing resource_paths_test signature test has 12 subcase errors in 
this environment; the same errors reproduce on unmodified 0369648333. No 
production service or inference call was made.


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