Github user holdenk commented on the issue:

    https://github.com/apache/spark/pull/8318
  
    Ah that makes more sense. Sort of the default way of going about this would 
make it so that pip installing PySpark puts pyspark on the path of the user, 
but if they explicitly call a different ./bin/pyspark or ./bin/spark-submit we 
prepend our own Python path before the existing ones so that one will have 
precedence over the pip installed one. It seems like the is the behaviour most 
people would expect (and its also probably the easiest to implement) :)


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