This might be a bit elaborate but I was getting tired of the brittleness of 
this script. It'd be really difficult to test the stuff where git is involved 
so I skipped that. I'm going to use this to merge some more PRs before merging 
this back to the repo but this moves things in the right direction, I think

This also includes the fix for ARROW-3116

[ Full content available at: https://github.com/apache/arrow/pull/2578 ]
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