Getting python Numba working on Ubuntu 14.10 or Fedora 21 with python 2.7

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甜味超标
甜味超标 2020-12-15 04:07

Recently, I have had a frustrating time to get python Numba working on Ubuntu or Fedora Linux. The main problem has been with the compilation of llvmlite. What do I need to

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  • 2020-12-15 04:50

    For Ubuntu 16.04:

    LLVM_CONFIG=/usr/bin/llvm-config-3.7 pip install llvmlite
    
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  • 2020-12-15 04:51

    For Fedora 23

    First check that you have the latest pip version:

    pip install -U pip
    pip install -U wheel
    

    Then install the following pacakges:

    dnf install zlib zlib-devel libstdc++-devel libstdc++ libstdc++-static llvm-3.7.0 llvm-devel-3.7.0 libedit libedit-devel
    pip install enum34 funcsigs
    

    Then download and unzip llvmlite from the GIT repository. Suppose that you are downloading to /usr/local/llvmlite then:

    git clone <address-for-llvmlite.git> /usr/local/llvmlite
    cd /usr/local/llvmlite
    

    Build source as described here:

    LLVM_CONFIG=/usr/bin/llvm-config python setupy.py build
    

    Refresh terminal session and install built llvmlite

    reset
    LLVM_CONFIG=/usr/bin/llvm-config python setup.py install
    

    Finally download and install numba by

    pip install numba    
    
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  • 2020-12-15 04:54

    Ubuntu 15.10 using Python 3.4.3+

    llvmlite version 0.9 or newer (I installed 0.10)

    As stated in llvmlite's GitHub Page:

    As of version 0.9, llvmlite requires LLVM 3.7. It does not support earlier or later versions of LLVM.

    My solution, similar to the ones in other answers (but regarding python3):

    To meet the dependencies: (like libedit and compression libraries)

    sudo apt-get install zlib1g zlib1g-dev libedit2 libedit-dev
    sudo pip3 install enum34 funcsigs
    

    llvm-3.7 (Other answers included llvm package, which nowadays installs version 3.6, not working)

    sudo apt-get install llvm-3.7 llvm-3.7-dev llvm-3.7-runtime llvm-3.7-tools
    

    Trying to install llvmlite from pip:

    sudo pip3 install llvmlite
    

    (If it works, skip this) If it doesn't work, like in my case, build the last master branch from their repository:

    git clone https://github.com/numba/llvmlite
    cd llvmlite/
    sudo ch -c "LLVM_CONFIG=/usr/bin/config-3.7 python3 setup.py build
    sudo sh -c "LLVM_CONFIG=/usr/bin/llvm-config-3.7 python3 setup.py install"
    

    Finally, install numba:

    sudo pip3 install numba
    
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  • 2020-12-15 05:04

    For ubuntu 15.10

    fisrt check that pip has the correct version:

    pip install --upgrade pip
    pip install --upgrade wheel
    

    pip >= 8.1

    $ pip --version
    pip 8.1.1 from
    $ wheel version
    wheel 0.29.0
    

    apt-get install llvm stuff:

    sudo apt-get install zlib1g zlib1g-dev libedit2 libedit-dev
    sudo apt-get install llvm-3.7 llvm-3.7-dev llvm-dev
    

    and then with pip (warning llvmlite work only with llvm 3.7):

    pip install enum34 funcsigs
    LLVM_CONFIG=/usr/bin/llvm-config-3.7 pip install llvmlite
    LLVM_CONFIG=/usr/bin/llvm-config-3.7 pip install numba
    
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