I have a spark optimization query that I have posted on StackOverflow, any
guidance on this would be appreciated. 
Please follow the link below, I have explained the problem in depth here
with code. 
http://stackoverflow.com/questions/40192302/why-is-that-two-stages-in-apache-spark-are-computing-same-thing
<http://stackoverflow.com/questions/40192302/why-is-that-two-stages-in-apache-spark-are-computing-same-thing>
  



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