In terms of attribution I am not certain if the repository owner is Bluedata or Hortonworks. The issue the RHEL6 repo is not accurate by default in the configuration. Caveat is I am using Ambari within Bluedata. The URL in rhel6 must be modified and joila! See steps below. Once you do this you can install Spark as a service role within your cluster with no issues. 1) Go to the Ambari UI.
2) Click on the "Admin" Menu on the top horizontal bar
3) Select the "Stack and Versions" item
4) Click on the "Versions" tab
The version "HDP 2.5.3.0" will be displayed
5) Click on the hightlighted "Show Details" text.
6) Click on the Edit Icon on the righthand side of the pop window
7) Scroll down to the redhat6 portion of the window
7) Edit the "HDP" textbox. The textbox contains:
http://public-repo-1.hortonworks.com/HDP/centos6/2.x/updates/2.5.5.0
change it to
http://public-repo-1.hortonworks.com/HDP/centos6/2.x/updates/2.5.3.0
8) Click the Save button at the bottom of the window.
9) Exit the menu with the "X" button at the top of the window.
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