Github user mridulm commented on the pull request: https://github.com/apache/spark/pull/1870#issuecomment-51850828 Unfortunately, in most cases, we wont know what the issue is other than bug hunting in the logs. So debug logging gets enabled for a wide swathe of packages.
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