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https://github.com/pydata/xarray/issues/2501#issuecomment-509346055 https://api.github.com/repos/pydata/xarray/issues/2501 509346055 MDEyOklzc3VlQ29tbWVudDUwOTM0NjA1NQ== 1312546 2019-07-08T18:46:58Z 2019-07-08T18:46:58Z MEMBER

@rsignell-usgs very helpful, thanks. I'd noticed that there was a pause after the open_dataset tasks finish, indicating that either the scheduler or (more likely) the client was doing work rather than the cluster. Most likely @rabernat's guess

In open_mfdataset, all of the dimensions and coordinates of the individual files have to be checked and verified to be compatible. That is often the source of slow performance with open_mfdataset.

is correct. Verifying all that now, and looking into if / how that can be done on the workers.

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