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https://github.com/pydata/xarray/issues/1731#issuecomment-346160627 https://api.github.com/repos/pydata/xarray/issues/1731 346160627 MDEyOklzc3VlQ29tbWVudDM0NjE2MDYyNw== 1217238 2017-11-21T21:05:18Z 2017-11-21T21:05:18Z MEMBER

nanrankdata only support numeric types, how about wrapping rankdata with a keyword option ?

We already do dispatching to appropriate functions based on the dtype for aggregations: https://github.com/pydata/xarray/blob/9d09c1659741dafb1fadeed49c81f9e90a548b07/xarray/core/duck_array_ops.py#L174 (Yes, this is a bit of a mess)

Since NaN has a consistent sorting position in NumPy/bottleneck (it sorts to the end), I would suggest including a skipna keyword argument, like one we use for aggregation functions. Alternatively, we could use na_option : {‘keep’, ‘top’, ‘bottom’} like pandas.

There's also a push push method similar to pandas ffill which would be nice.

@jhamman is already working on ffill/bfill in https://github.com/pydata/xarray/pull/1640

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