JingsongLi commented on PR #9580:
URL: https://github.com/apache/paimon/pull/9580#issuecomment-5526153791

   I suggest defining RoboMIND's native Paimon storage contract early, 
following the approach in #9529:
   
   - Preserve original `master`/`puppet` fields, dtypes and image/depth 
payloads in `frames`; keep trajectory metadata in `episodes`.
   - Add `tasks`, `annotations` and `calibrations` when provided by the source.
   - Publish components under the same `BIGINT version_id` tag, with a 
`versions` manifest and `READY` written last.
   - Treat canonical state/action and normalization statistics as explicitly 
derived data, not as the native schema.
   
   Start with AgileX without assuming other RoboMIND variants share its layout 
or sampling axis. This can be a separate schema/ingestion change; the window 
API should stay generic and be tested against that native contract.


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