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You can see this in action in a service I wrote many years ago called Sheep. Note, that code is old and kind of a mess, but it should give you a general idea for how to handle distributed counters. That being said, I don't know of a clean way to do this in Dataflow without wiring up a bunch of DoFn's.
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