Github user chenghao-intel commented on the pull request:
https://github.com/apache/spark/pull/8805#issuecomment-141297824
After investigation, SPARK-10474 probably caused by the HashAggregation,
which eat out all of the memory before switching to SortBased aggregation. It
will be great if we can jump the discussion at #8798
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