twosom commented on code in PR #35316:
URL: https://github.com/apache/beam/pull/35316#discussion_r2195257266


##########
runners/spark/src/main/java/org/apache/beam/runners/spark/util/TimerUtils.java:
##########
@@ -35,10 +167,128 @@ public static <W extends BoundedWindow> void 
dropExpiredTimers(
                     timer
                         .getTimestamp()
                         .plus(windowingStrategy.getAllowedLateness())
-                        
.isBefore(sparkTimerInternals.currentInputWatermarkTime()))
+                        .isBefore(
+                            
timer.getDomain().equals(TimeDomain.PROCESSING_TIME)
+                                ? sparkTimerInternals.currentProcessingTime()

Review Comment:
   @damccorm 
   
   You're absolutely right! I've added `TimerUtils.triggerExpiredTimers` to 
fire expired processing time timers before clearing them. This ensures we don't 
lose any timer callbacks that should have been executed.
   
   Please take a look at the implementation.



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