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Python 3.11下pip安装dedupe失败求助:编译依赖报错

解决Windows下Python 3.11安装dedupe失败的问题

问题背景

在PyCharm中使用Python 3.11执行pip install dedupe时安装失败,核心原因是编译依赖包affinegap和doublemetaphone需要Microsoft Visual C++ 14.0或更高版本,具体报错如下:

Building wheels for collected packages: affinegap, doublemetaphone
    Building wheel for affinegap (pyproject.toml) ... error
    error: subprocess-exited-with-error

    × Building wheel for affinegap (pyproject.toml) did not run successfully.
    │ exit code: 1
    ╰─> [10 lines of output]
        running bdist_wheel
        running build
        running build_py
        creating build
        creating build\lib.win-amd64-cpython-311
        creating build\lib.win-amd64-cpython-311\affinegap
        copying affinegap\__init__.py -> build\lib.win-amd64-cpython-311\affinegap
        running build_ext
        building 'affinegap.affinegap' extension
        error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools":
[end of output]

    note: This error originates from a subprocess, and is likely not a problem with pip.
    ERROR: Failed building wheel for affinegap
    Building wheel for doublemetaphone (pyproject.toml) ... error
    error: subprocess-exited-with-error

    × Building wheel for doublemetaphone (pyproject.toml) did not run successfully.
    │ exit code: 1
    ╰─> [10 lines of output]
        running bdist_wheel
        running build
        running build_py
        creating build
        creating build\lib.win-amd64-cpython-311
        creating build\lib.win-amd64-cpython-311\doublemetaphone
        copying doublemetaphone\__init__.py -> build\lib.win-amd64-cpython-311\doublemetaphone
        running build_ext
        building 'doublemetaphone.doublemetaphone' extension
        error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools":
[end of output]

    note: This error originates from a subprocess, and is likely not a problem with pip.
    ERROR: Failed building wheel for doublemetaphone
Failed to build affinegap doublemetaphone
ERROR: Could not build wheels for affinegap, doublemetaphone, which is required to install pyproject.toml-based projects

[notice] A new release of pip available: 22.3.1 -> 24.0
[notice] To update, run: python.exe -m pip install --upgrade pip

解决方案

方案一:安装C++编译工具

这是最通用的解决办法,直接补齐编译环境:

  • 去微软官网搜索"Microsoft C++ Build Tools",下载对应安装程序
  • 运行安装程序时,勾选**Desktop development with C++**组件(包含MSVC编译器、Windows SDK等必要编译工具)
  • 安装完成后重启PyCharm,再次执行pip install dedupe即可

方案二:使用预编译Wheel包(跳过编译步骤)

如果不想安装编译工具,可以直接用第三方预编译的二进制包:

  1. 先升级pip到最新版本:
    python.exe -m pip install --upgrade pip
    
  2. 找到适配Python 3.11、64位系统的affinegap和doublemetaphone的.whl文件(去专门提供Python预编译包的第三方仓库查找,注意匹配版本和系统位数)
  3. 先安装本地的预编译包:
    pip install 本地路径\affinegap-xxx-cp311-cp311-win_amd64.whl
    pip install 本地路径\doublemetaphone-xxx-cp311-cp311-win_amd64.whl
    
  4. 最后执行pip install dedupe,即可完成安装

内容的提问来源于stack exchange,提问作者pbh

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最近更新时间:2026.06.26 00:53:13