This prevents the NM from starting when something is wrong, which would
lead to later errors which are confusing and harder to debug.

Added a unit test to verify startup fails if something is wrong.

Author: Marcelo Vanzin <vanzin@cloudera.com>

Closes #14162 from vanzin/SPARK-16505.