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  • shoyer · 2 ✖

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  • issue with xray.open_mfdataset and binary operations · 2 ✖

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id html_url issue_url node_id user created_at updated_at ▲ author_association body reactions performed_via_github_app issue
136877509 https://github.com/pydata/xarray/issues/542#issuecomment-136877509 https://api.github.com/repos/pydata/xarray/issues/542 MDEyOklzc3VlQ29tbWVudDEzNjg3NzUwOQ== shoyer 1217238 2015-09-01T22:05:02Z 2015-09-01T22:05:02Z MEMBER

Just fixed this issue on the dask side: https://github.com/blaze/dask/pull/622

 
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   issue with xray.open_mfdataset and binary operations 102177256
133078118 https://github.com/pydata/xarray/issues/542#issuecomment-133078118 https://api.github.com/repos/pydata/xarray/issues/542 MDEyOklzc3VlQ29tbWVudDEzMzA3ODExOA== shoyer 1217238 2015-08-20T17:07:08Z 2015-08-20T17:07:08Z MEMBER

So the issue here is that xray needs to load some arrays into memory as numpy arrays (e.g., to do indexing), but dask arrays don't know how to interact with numpy arrays: https://github.com/blaze/dask/issues/290

You can work around this by manually rechunking:

python with xray.open_mfdataset(...) as ds: ds = ds.chunk() a = ds['x'] * ds['y']

Kind of awkward but it works for now.

 
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   issue with xray.open_mfdataset and binary operations 102177256

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