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Another possible improvement here might be to do some basic content validation within your parser, and if it seems like the content of the log file being parsed doesn't meet the format specification you expect you could provide some kind of helpful feedback to the user, something to the effect of "pylint output not in the expected format. See online documentation for details of the expected format."
I know this would have been greatly helpful to me since I just spent the last several hours messing with my Python code and Jenkins plugins trying to get this to work and at no point did any of these tools indicate a potential configuration problem.