Github user holdenk commented on the issue:

    https://github.com/apache/spark/pull/15659
  
    I think pip installing locally to connect to a cluster is something people
    would want to use - but if people disagree then cutting down the artifacts
    makes sense and I'm happy to do that in a follow up PR.
    
    On Mon, Nov 28, 2016 at 8:04 PM Reynold Xin <[email protected]>
    wrote:
    
    > The use case I intended for this one was to allow installing Spark on a
    > laptop against some local file system, not using pip as a distributed
    > mechanism across a cluster. For that use case I think limiting this to one
    > would make more sense. This doubles now the release preparation time, 
which
    > already takes a while.
    >
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