There are just many points that don't really apply to stuff like spark or tez that runs on YARN:

ex: Hadoop << SQL, Python Scripts

I completely agree with

Mapreduce << SQL, Python Scripts

I do a lot of my processing on sparkSQL and through RDD transformations as opposed to Mapreduce limiting, slow KV style processing.