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https://github.com/pydata/xarray/pull/3220#issuecomment-525576296 https://api.github.com/repos/pydata/xarray/issues/3220 525576296 MDEyOklzc3VlQ29tbWVudDUyNTU3NjI5Ng== 1217238 2019-08-28T04:10:48Z 2019-08-28T04:10:48Z MEMBER

When you write a dataset to a dict, the dask arrays are converted into NumPy arrays. Try something like xarray.decode_cf(xarray.Dataset.from_dict(ds.to_dict()).chunk())

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