Author: Marcelo Vanzin <vanzin@cloudera.com>

Closes #6766 from vanzin/SPARK-6511 and squashes the following commits:

49f0f67 [Marcelo Vanzin] [SPARK-6511] [docs] Fix example command in hadoop-provided docs.