Event-time timers seem to sometimes fire multiple times on dataflow + streaming engine

This is kind of hard to reproduce, but I've seen it happen a few times in the wild now.

We have a DoFn that sets an event-time timer at window.maxTimestamp, the timer callback does something like:

def onWindowClose(
  @StateId(...) key: ValueState[K], 
  @StateId(...) values: CombiningState[V],
  out: OutputReceiver[O], 
  ...
) {
  
  val k = key.read()
  val values = values.read()

  out.output(KV.of(k, values)

  key.clear()
  values.clear()  
}

Essentially, keep track of the key, accumulate values seen in a window, and emit them at the end of the window.  

ProcessElement is pretty simple as well:

def processElement(
  ctx: ProcessContext, 
  @StateId(...) key: ValueState[K], 
  @StateId(...) values: CombiningState[V],
  ...
) {
  key.write(ctx.element().getKey())
  value.add(ctx.element().getValue())
  timer.set(window.maxTimestamp())
}

However, ONLY when running on streaming engine (this doesn't happen otherwise), I'll see cases where the onWindowClose timer fires with a null key, and empty values.

This can only happen if the timer fired twice, since it wouldn't have been set if no elements had arrived, and if late data had arrived, it would have set the key (and added to the combining state).  Also, we never have late date in our pipeline.

An interesting other thing I noticed is that these "phantom firings" seem to happen ~10-15 minutes AFTER the window closes.

Again, its pretty rate, we'll have millions of keys in a window, and I'll only see the error happen every few hours (with hourly windows).

Let me know if I can clarify anything else!