在Storm中，是否有一种方法可以计算由于超时而失败的元组的数量？

Question

I'm trying to develop some reporting around our Storm topologies and one metric we would like to report on is the number of tuples that fail due to timing out.

From what I understand Storm will automatically fail a tuple when it fails to complete before the timeout length, but this seems to happen "behind the scenes" and I don't see a way to distinguish between timeout failures vs other types of failures.

Is there any way to expose or capture this information?

Answer 1

If you consider Storm's WebUI, for each bolt there is a count of failed tuples. Those counts are only the manually failed tuples (ie, failed via OutputCollector.fail(...) ) of the bolt and do not include tuples that ran into a timeout. The spout has an overall counter of failed tuples. Thus, you can simply sum up the number of manually failed tuples over all bolts and subtract if from the global spout count to get the number of tuples that timed-out.