How to capture AI hub server failures in handle exception operator

kani

Hi, We are getting memory space issue in AI hub, but its not getting captured in exception handle. Is there a methodology to capture errors in case the pipeline fails due to server.

Marco_Boeck

Hi,

Yes, that is expected, as Handle Exception can only capture exceptions within the actual execution logic itself. What you are experiencing are errors (which in Java are distinct from exceptions in the sense that errors indicate situations from which you usually cannot recover from at runtime, while exceptions are part of the program logic).

You will need an outside monitoring mechanism to detect such error states on Job Containers etc. We have a docs page which explains these concepts in more detail and gives examples: https://docs.rapidminer.com/latest/hub/manage/monitoring/index.html

Regards,
Marco