Update notes for submitted changes

* Require "libs" for MapReduce and Java jobs and disallow "mains"
Update notes for submitted changes

* Updated from global requirements
Update notes for submitted changes

* Add an hdfs data source example to the rest doc
Update notes for submitted changes

* Fixed potential problems in test_periodic.py
Update notes for submitted changes

* Add a config flag to disable cluster deletion after integration test