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https://issues.apache.org/jira/browse/ARROW-11498?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17279060#comment-17279060
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Weston Pace commented on ARROW-11498:
-------------------------------------

I believe your pip version is too old.  Arrow is packaging the `manylinux2010` 
and `manylinux2014` tags which require Pip version 19.3 and 19.  The 
`manylinux1` tag which you are using for the numpy install was added in pip 
version 8.1.2.  The pip installed on your CI system is version 9.

> [Python] 3.0 linux wheel not installing on Python 3.6
> -----------------------------------------------------
>
>                 Key: ARROW-11498
>                 URL: https://issues.apache.org/jira/browse/ARROW-11498
>             Project: Apache Arrow
>          Issue Type: Bug
>          Components: Python
>    Affects Versions: 3.0.0
>         Environment: Linux x64
>            Reporter: Mandeep Gill
>            Priority: Major
>
> When trying to install pyarrow 3.0.0 for Python 3.6 on Linux, it defaults to 
> pulling down the source tarball and attempting to compile it rather than use 
> either of the manylinux wheels. I've tested this using Python 3.6.2 and 
> 3.6.12 on Fedora 33 x64 machine (however our CI exhibits the same issue) 
>  
> {code:bash}
> $ pyenv version
> 3.6.12 (set by /home/mandeep/.pyenv/version)
> $ python --version
> Python 3.6.12
> $ pip3 install pyarrow
> Collecting pyarrow
>  Using cached 
> https://files.pythonhosted.org/packages/62/d3/a482d8a4039bf931ed6388308f0cc0541d0cab46f0bbff7c897a74f1c576/pyarrow-3.0.0.tar.gz
>  Installing build dependencies ... done
> Collecting numpy>=1.16.6 (from pyarrow)
>  Using cached 
> https://files.pythonhosted.org/packages/45/b2/6c7545bb7a38754d63048c7696804a0d947328125d81bf12beaa692c3ae3/numpy-1.19.5-cp36-cp36m-manylinux1_x86_64.whl
> Installing collected packages: numpy, pyarrow
>  Running setup.py install for pyarrow ... error
> {code}
>  
> I've added a link to our CI that exhibits the same problem and indicates that 
> it only occurs on Python 3.6 on Linux (other Python versions and OSs are 
> fine) - 
> [https://github.com/datapane/datapane/runs/1828066893?check_suite_focus=true#step:10:117]
>  .
>  



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