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https://github.com/pydata/xarray/issues/2570#issuecomment-441412706 https://api.github.com/repos/pydata/xarray/issues/2570 441412706 MDEyOklzc3VlQ29tbWVudDQ0MTQxMjcwNg== 1217238 2018-11-25T03:32:36Z 2018-11-25T03:32:36Z MEMBER

I don't think we can fix this with the current version of NumPy, unfortunately -- np.clip isn't a NumPy ufunc, so it always executes eagerly.

NumPy 1.16 or 1.17 will include support for __array_function__ (see http://www.numpy.org/neps/nep-0018-array-function-protocol.html), which will let us fix this.

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