Github user shimamoto commented on the issue:

    https://github.com/apache/incubator-predictionio/pull/345
  
    Hi @dszeto 
    
    My suggestion is based on #352. This is what I see moving forward.
    
    - Define the versions of Scala to build against in the `crossScalaVersions` 
setting.
    - I’d be happy if it would be possible to deprecate Spark 1. We keep 
using the class (especially SQLContext) that keeping for backward compatibility 
for a while.
    - Or the code that depends on version of Spark makes it abstract, and 
separate build. The jar that depends on Spark 1 is in lib/spark and the other 
is in lib/extra. In order to use Spark 2, one would replaced like ES5.
    
    Note that this is just my imagination for now. Thus, I would like to try 
this out if this suggestion takes a turn for the better. For that, I think I 
need to some more time. Do you have any thoughts?


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