I'm not 100% sure I understand your question, but yes, Spark (both the RDD
API and SQL/DataFrame) does partial aggregation.


On Tue, Feb 9, 2016 at 8:37 PM, Rishitesh Mishra <rishi80.mis...@gmail.com>
wrote:

> Can anybody confirm, whether ANY operator in Spark SQL uses
> map-side-combine ? If not, is it safe to assume SortShuffleManager will
> always use Serialized sorting in case of queries from Spark SQL ?
>

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