I embarked on an adventure to learn Hadoop and hit my first big snag.  Here’s my post on Hortonworks’s forum:

http://hortonworks.com/community/forums/topic/completely-uninstalling-hdp-2-22-3/

I decided to go with Hortonworks’s Hadoop distribution because they make all of their code open-source.