This is a problem related to how scipy build is setup: you need to
install numpy before being able to build scipy and not really related
to the manylinux docker image itself.

/path/to/pip install numpy
/path/to/pip wheel scipy

-- 
Olivier
http://twitter.com/ogrisel - http://github.com/ogrisel
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