XiaoHongbo-Hope opened a new pull request, #9757:
URL: https://github.com/apache/paimon/pull/9757

   ### Purpose
   
   Support map-style training from video-backed LeRobot v3 table groups 
imported by `load_from_lerobot()`. This is the read-side follow-up to #9494 and 
#9498.
   
   ### Changes
   
   - decode `.video` frame descriptors inside `PaimonLeRobotDataset`
   - reuse the existing per-worker bounded video decoder cache
   - prefer TorchCodec and fall back to PyAV; `video_backend` can select either
   - apply existing episode selection, delta windows, padding, transforms, and 
`return_uint8` behavior to video features
   - keep encoded video payloads lazy during planning and indexed row lookup
   
   TorchCodec is the preferred random-access path. The PyAV fallback scans 
forward and rewinds for backward frame access.
   
   ### Tests
   
   - 78 LeRobot and video tests passed
   - real MP4 import and descriptor-backed map-style reads
   - delta windows, Episode padding, decoder reuse, and spawn DataLoader workers
   - flake8, Python 3.6/3.11 compile, and `git diff --check` passed


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