JingsongLi commented on PR #10123:
URL: https://github.com/apache/paimon/pull/10123#issuecomment-5832335963

   Reviewed head `2c37f97` for production. The change has measurable end-to-end 
value for repeated native REST scans: it reuses the resolved REST response and 
the native table/FileIO state so a second plan avoids remote file-size 
requests, while a new snapshot still appears. The cache key includes the 
response, table identity, and catalog options; custom IO loaders fall back to 
the existing path, and forked or serialized workers create their own state.
   
   Local focused tests passed: `native_plan_test.py`, 
`native_plan_rest_test.py`, and `native_plan_resolved_schema_test.py` yielded 
62 passed plus 46 subtests (100 optional native cases skipped in this local 
Python environment). The Native CI and Python 3.6–3.13 matrix are green, and 
`git diff --check` passed. The Native CI includes the HTTP HEAD/GET reuse test. 
I found no production blocker.
   


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