Eliaaazzz opened a new pull request, #39461:
URL: https://github.com/apache/beam/pull/39461

   Routes `fileio.MatchContinuously` through the `Watch` transform when 
deduplication is enabled.
   
   **Stacked on #39023.** That PR adds `Watch` itself and is still open, so its 
three commits currently show up here too. Only the last commit, "[Python] 
Refactor MatchContinuously onto the Watch transform", is new in this PR. Once 
#39023 merges this reduces to a single commit.
   
   ### What changes
   
   The polling loop and the set of already-matched file ids move into the 
splittable DoFn restriction. The per-key state DoFns `_RemoveDuplicates` and 
`_RemoveOldDuplicates` are removed, since `Watch` performs the deduplication.
   
   `has_deduplication=False` keeps the previous `PeriodicImpulse` behaviour, so 
that path is unchanged.
   
   ### Behaviour change worth calling out
   
   Because the matched ids are part of the restriction, a runner with 
checkpointing enabled restores them after a restart and does not reprocess 
files. The class docstring previously stated the opposite, that already 
processed files are reprocessed on restart, which was accurate for the earlier 
memory-only implementation. The docstring is updated in this PR.
   
   ### Validation
   
   Fault tolerance on Flink 1.20 with checkpointing enabled: two files present 
at start, two added while running, then the TaskManager was killed mid stream. 
The JobManager restored the job from checkpoint 3 and every file was still 
emitted exactly once, with no reprocessing.
   
   ```
   Completed checkpoint 3 for job 15502720... (56814 bytes)
   Job beam-watch-matchcontinuously switched from state RUNNING to RESTARTING
   Job beam-watch-matchcontinuously switched from state RESTARTING to RUNNING
   Restoring job 15502720... from Checkpoint 3
   ```
   
   Also exercised on Dataflow Runner v2 reading a real GCS prefix: files 
present at startup and files added to the bucket mid run were each emitted 
exactly once.
   
   Unit tests: `watch_test.py` 28 passed, `fileio_test.py` MatchContinuously 
tests 8 passed. Formatted with yapf 0.43.0 and isort 7.0.0.
   
   ------------------------
   
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