Github user yaoshengzhe commented on the pull request: https://github.com/apache/spark/pull/126#issuecomment-37475144 @Tathagata, I am strongly disagree to put cleanup logic in finalize. Finalizers are unpredictable, often dangerous, and generally unnecessary, e.g. there is a severe performance penalty for using finalizers for object creation and destroy, please see http://www.informit.com/articles/article.aspx?p=1216151&seqNum=7 for more details. I would suggest to call RDD.cleanup explicitly once we know it is no longer being used.
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