Hi, Thanks for the clarification.
What are the reasons behind consuming/producing messages from/to Kafka while the window has not expired yet? First, some remarks here - sources (in your case the Kafka consumer) will not stop fetching / producing data when the windows haven’t fired yet. Does this explain what you have plotted in the diagram you attached (sorry, I can’t really reason about the diagram because I’m not so sure what the values of the x-y axes represent)? If you’re writing the outputs of the window operation to Kafka (by adding a Kafka sink after the windowing), then yes it should only write to Kafka when the window has fired. The characteristics will also differ for different types of windows, so you should definitely take a look at the Windowing docs [1] about them. Cheers, Gordon [1] https://ci.apache.org/projects/flink/flink-docs-release-1.3/dev/windows.html#window-assigners On March 30, 2017 at 2:37:41 PM, Dominik Safaric (dominiksafa...@gmail.com) wrote: What are the reasons behind consuming/producing messages from/to Kafka while the window has not expired yet?