Valentyn Tymofieiev created ARROW-8983:
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             Summary: Downloading sources of pyarrow and its requirements from 
pypi takes several minutes starting from 0.16.0
                 Key: ARROW-8983
                 URL: https://issues.apache.org/jira/browse/ARROW-8983
             Project: Apache Arrow
          Issue Type: Bug
    Affects Versions: 0.17.1, 0.17.0, 0.16.0
            Reporter: Valentyn Tymofieiev


It appears that 

          python -m pip download --dest /tmp pyarrow==0.17.1 --no-binary :all:

takes several minutes to execute. 

There seems to be an increase in runtime starting from 0.16.0: on Python 2 
     python -m pip download --dest /tmp pyarrow==0.15.1 --no-binary :all:
appears to be somewhat faster, but the same command is still slow on Py3.

The command is stuck for a while with "Installing build dependencies ... ", and 
increased CPU usage.

The intent of this command is to download source tarball for a package and its 
dependencies.

Some investigation was started on the mailing list: 
https://lists.apache.org/thread.html/r9baa48a9d1517834c285f0f238f29fcf54405cb7cf1e681314239d7f%40%3Cdev.arrow.apache.org%3E



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