Github user vanzin commented on the pull request: https://github.com/apache/spark/pull/3484#issuecomment-64699874 The main reason why I chose this approach is because if we do what you suggest, a successful app will actually be retried and will eventually fail. That sounds worse than not retrying a failed app.
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