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Build a Nearest Neighbor Map Reduce Component #348

@rwgdrummer

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@rwgdrummer

Support Orthrodromic distance as option.
The component is extensible so that handling nearest neighbors is delegated to extension classes.
The NN mapper/reducer should be agnostic to input and output formats.
Refactor where necessary to, In general, adjust existing analytics to support plug-in input.output formats, where it makes sense, to maximize reuse and increase uniformity.

Start using SL4J for consistency.

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