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This code should be straightforward on an ipython notebook, but it fails:

import dask.array as da
x = da.arange(25, chunks=5)
x.visualize()

The error is "ImportError: No module named 'graphviz'",

Found the answer in one of the forums:

pip install --user graphviz

cool! thanks for letting the rest of us know!