Add `episodes_per_video_file` to `episodes_factory`: episode `i` goes to
`file_index = i // episodes_per_video_file` and `from_timestamp` restarts at 0 on
each rollover. `create_videos` encodes one .mp4 per file, and
`mock_snapshot_download` lists and creates every video file rather than only
file-000. Without the option the fixtures emit the same single-file layout as
before.
Add streaming tests over that layout, on the plain and the delta path.
* fix(datasets): stop frame errors being treated as shard exhaustion in StreamingLeRobotDataset
StreamingLeRobotDataset.__iter__ caught every RuntimeError and treated all as exhausted shard. Real errors like video decode failure made each shard get dropped on the first frame, so iteration ended while yeilding zero frames with no errors.
Shard exahustion is StopIteration raised from make_frame generator, which python converts to RuntimeError with StopIteration as __cause__. Added check to tell StopIteration from everything else, consuming real shard exhaustion while re-raising everything else.
Added a test that injects a decode failure and asserts iteration raises instead of returning on empty stream.
Fixes#4066
* refactor(datasets): exception streaming
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Co-authored-by: Mohit Yadav <mohitydv09@gmail.com>
* chore: replace hard-coded 'action' values with constants throughout all the source code
* chore(tests): replace hard-coded action values with constants throughout all the test code
CarolinePascal