Github user kayousterhout commented on the pull request:
https://github.com/apache/spark/pull/4777#issuecomment-76448316
I don't think it's worth it to return a 404, and this is more consistent
with how we treat stages/jobs that don't exist. I might say "No running
application with ID _____" in stead of application not found, just to be a
little more explicit.
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