I'm going to spend about another full day on this to get things into 
merge-ready shape, and run some simple performance benchmarks. Can someone have 
a glance at the public API and see if anything looks weird or confusing so we 
can merge this soon? There is a ton of follow up work to do, and many aspects 
of this should be regarded as preliminary.

[ Full content available at: https://github.com/apache/arrow/pull/2547 ]
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