issue_comments: 372316094

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https://github.com/pydata/xarray/issues/1981#issuecomment-372316094 https://api.github.com/repos/pydata/xarray/issues/1981 372316094 MDEyOklzc3VlQ29tbWVudDM3MjMxNjA5NA== 2443309 2018-03-12T13:51:07Z 2018-03-12T13:51:07Z MEMBER

@shoyer - we can sidestep the global HDF lock if we use multiprocessing (or the distributed scheduler as you mentioned) and the autoclose option. This is the approach I took during my initial tests. It would be great if we could use the threading library too but that does seem less applicable given the current state of the HDF library. 

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