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set hive.execution.engine=spark;

Hive on Spark is available from Hive 1.1+ onward. It is still under active development in "spark" and "spark2" branches, and is periodically merged into the "master" branch for Hive.  
See HIVE-7292 and its sub-tasks and linked issueswas added in HIVE-7292.

Version Compatibility

Hive on Spark is only tested with a specific version of Spark, so a given version of Hive is only guaranteed to work with a specific version of Spark. Other versions of Spark may work with a given version of Hive, but that is not guaranteed. Below is a list of Hive versions and their corresponding compatible Spark versions.