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https://github.com/pydata/xarray/issues/1854#issuecomment-364491330 https://api.github.com/repos/pydata/xarray/issues/1854 364491330 MDEyOklzc3VlQ29tbWVudDM2NDQ5MTMzMA== 2443309 2018-02-09T16:53:57Z 2018-02-09T16:53:57Z MEMBER

@jamesstidard - let's see how the distributed scheduler plays:

```Python from distributed import Client client = Client()

ds = xr.open_mfdataset('path/to/ncs/*.nc', chunks={'latitude': 50, 'longitude': 50}) recs = ds.sel(latitude=10, longitude=10).to_dataframe().to_records() ``` Also, it would be worth updating distributed before you use its scheduler.

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