Abacn commented on code in PR #39461:
URL: https://github.com/apache/beam/pull/39461#discussion_r3737820456


##########
sdks/python/apache_beam/io/fileio.py:
##########
@@ -261,10 +344,11 @@ class MatchContinuously(beam.PTransform):
   guarantees.
 
   Matching continuously scales poorly, as it is stateful, and requires storing
-  file ids in memory. In addition, because it is memory-only, if a pipeline is
-  restarted, already processed files will be reprocessed. Consider an alternate
-  technique, such as Pub/Sub Notifications
-  (https://cloud.google.com/storage/docs/pubsub-notifications)
+  file ids for every file the pattern has matched. With ``has_deduplication``

Review Comment:
   Follow up: now #39090  has been merged. We can introduce an option for 
FileIO.matchContinuously (timestamp_cursor), if set True, then it's backed by 
watch transform's timestamp_cursor mode



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