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fujiisoup 
WIP: Feature/interpolate (#1640)

* initial interpolate commit

first working version of interpolate method/module

pep8 after merge master

update interpolate, more pandas compat tests

add interpolate_na to api

encoding fix for py2 in dataarray.py

working...

checkin, roughed in interpolator classes

move tests and some mods to apply_ufunc usage in interp_na

add method to kwargs

fixes for scipy and some docs

cleanup scipy vs numpy interpolator selection

cleanups

add limit to interpolate_na

bfill/ffill parallelized

new interface with use_coordinate kwarg

use partial function to wrap interpolate class

a few fixes for ffill/bfill, placeholder for interpolate_at method

add some tests

fix test

* fix to interpolate wrapper function

* remove duplicate limit handling in ffill/bfill

* tests are passing

* more docs, more tests

* backward compat and add benchmarks

* skip tests for numpy versions before 1.12

* test fixes for py27 fixture

* try reording decorators

* minor reorg of travis to make the flake8 check useful

* cleanup following @fujiisoup's comments

* dataset missing methods, some more docs, and more scipy interpolators

* workaround for parameterized tests that are skipped in missing.py module

* requires_np112 for dataset interpolate test

* remove req for np 112

* fix typo in docs

* @requires_np112 for methods that use apply_ufunc in missing.py

* reuse type in apply over vars with dim

* rework the fill value convention for linear interpolation, no longer match pandas -- adjusted tests and docs to reflect this change

* flake8

6571 of 9272 relevant lines covered (70.87%)

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Source Files on job 4232.1 (CONDA_ENV=py27-min)