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There's some development work needed to make the source distributions viable, since the build system depends on some files in the C++ project. I created https://issues.apache.org/jira/browse/ARROW-1535. Can you close this issue and we can discuss further there?
As a further note to make pip install pyarrow work with no other libraries installed on your system is a pretty big project, and is probably not worth the effort. Projects like TensorFlow don't bother with source distributions for identical reasons.
Would it be possible to publish the releases on pypi not only as a wheel but also as a source distribution?
Thanks
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