Github user tgravescs commented on the pull request: https://github.com/apache/spark/pull/7839#issuecomment-127401757 I haven't looked at the code in detail, but did you consider using levelDB which is what NM and MapReduce use? Perhaps that makes it more complicated for non-yarn modes but would keep it more like other yarn stuff.
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