YannByron opened a new pull request, #9665:
URL: https://github.com/apache/paimon/pull/9665

   ## Summary
   
   Add a LeRobot recording-loop compatible writer that sends captured frames 
directly to a Paimon multimodal table without materializing an intermediate 
LeRobot dataset.
   
   ## Changes
   
   - Add `PaimonLeRobotWriter` with `add_frame`, episode save/discard, explicit 
flush, and finalize lifecycle methods.
   - Batch completed episodes into one Paimon commit (10 by default) while 
keeping episode/global/task indices deterministic.
   - Encode image features as PNG BLOBs; MP4/video features remain unsupported 
in this first version.
   - Document the direct-capture API and validate frames, images, schemas, 
failure states, and tail-batch commits.
   
   ## Testing
   
   - [x] `python3 -m unittest pypaimon.tests.multimodal_lerobot_writer_test 
pypaimon.tests.multimodal_lerobot_test` (56 run, 24 optional LeRobot 
integration tests skipped)
   - [x] `python3 -m ruff check pypaimon/multimodal/lerobot/writer.py 
pypaimon/multimodal/lerobot/loader.py 
pypaimon/tests/multimodal_lerobot_writer_test.py`
   - [x] `git diff --check`
   
   ## Notes
   
   This draft intentionally starts with PNG image frames, synchronous encoding, 
and new or empty target tables. MP4 encoding, restart/resume state, and 
streaming-checkpoint semantics are deferred.


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