Apache Beam / Google数据流 - 错误处理

Question

I have a pipeline with quite a few steps (just above 15). I want to report failures everytime a DoFn fails. I started implementing it through TupleTags with code such as :

try {
 ... do stuff ...
 c.output(successTag, ...);
} catch (Exception e) {
 c.output(failureTag, new Failure(...));
}

But since my pipeline contains a lot of steps, this make the pipeline definition code quite hard to read / maintain.

Is there a more global way to achieve it ? Something like raising a custom exception which is handled globally at the pipeline level ?

Answer 1

What you are doing is the correct approach to catch errors and output them differently. You will need this on each step though. You could use a java pattern to reuse it if you prefer. Create a base class for all your ParDos and in processElement add the exception handling code. Then implement your processElement in a separate function (ie processElementImpl) which you call in processElement.