{"id":945874,"date":"2024-12-26T23:30:05","date_gmt":"2024-12-26T15:30:05","guid":{"rendered":""},"modified":"2024-12-26T23:30:07","modified_gmt":"2024-12-26T15:30:07","slug":"python%e5%a6%82%e4%bd%95%e5%ae%89%e8%a3%85cython","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/945874.html","title":{"rendered":"python\u5982\u4f55\u5b89\u88c5Cython"},"content":{"rendered":"

\"python\u5982\u4f55\u5b89\u88c5Cython\"<\/p>\n

Python\u5b89\u88c5Cython\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u901a\u8fc7pip\u5b89\u88c5\u3001\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5\u3001\u4f7f\u7528Anaconda\u5b89\u88c5\u7b49\u3002\u63a8\u8350\u7684\u65b9\u5f0f\u662f\u4f7f\u7528pip\u8fdb\u884c\u5b89\u88c5\uff0c\u56e0\u4e3a\u5b83\u7b80\u5355\u5feb\u6377\u3001\u81ea\u52a8\u5904\u7406\u4f9d\u8d56\u3002\u63a5\u4e0b\u6765\uff0c\u5c06\u8be6\u7ec6\u63cf\u8ff0\u901a\u8fc7pip\u5b89\u88c5Cython\u7684\u6b65\u9aa4\u3002<\/strong><\/p>\n<\/p>\n

\u4e00\u3001PIP\u5b89\u88c5CYTHON<\/p>\n<\/p>\n

\u901a\u8fc7pip\u5b89\u88c5Cython\u662f\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u3002pip\u662fPython\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u8f7b\u677e\u5b89\u88c5\u548c\u7ba1\u7406Python\u5305\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u68c0\u67e5Python\u73af\u5883<\/strong>
    \u5728\u5b89\u88c5Cython\u4e4b\u524d\uff0c\u786e\u4fdd\u7cfb\u7edf\u4e0a\u5df2\u5b89\u88c5Python\uff0c\u5e76\u4e14Python\u73af\u5883\u53d8\u91cf\u5df2\u914d\u7f6e\u597d\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u5728\u7ec8\u7aef\u6216\u547d\u4ee4\u63d0\u793a\u7b26\u4e2d\u8f93\u5165python --version<\/code>\u6765\u68c0\u67e5Python\u7248\u672c\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u66f4\u65b0pip<\/strong>
    \u5728\u5b89\u88c5Cython\u4e4b\u524d\uff0c\u5efa\u8bae\u5c06pip\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\uff0c\u4ee5\u907f\u514d\u7531\u4e8epip\u7248\u672c\u8fc7\u65e7\u800c\u5bfc\u81f4\u7684\u5b89\u88c5\u95ee\u9898\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u66f4\u65b0pip\uff1a<\/p>\n<\/p>\n

    python -m pip install --upgrade pip<\/p>\n
    <\/code><\/pre>\n<\/p>\n<\/li>\n
  3. \n
    \u5b89\u88c5Cython<\/strong>
    \u4f7f\u7528pip\u5b89\u88c5Cython\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n
    pip install Cython<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u8fd9\u6761\u547d\u4ee4\u5c06\u4ecePython\u7684\u5b98\u65b9\u5305\u4ed3\u5e93PyPI\u4e2d\u4e0b\u8f7d\u5e76\u5b89\u88c5Cython\u3002<\/p>\n<\/p>\n<\/li>\n
  4. \n
    \u9a8c\u8bc1\u5b89\u88c5<\/strong>
    \u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1Cython\u662f\u5426\u5b89\u88c5\u6210\u529f\uff1a<\/p>\n<\/p>\n
    cython --version<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5982\u679c\u663e\u793a\u51faCython\u7684\u7248\u672c\u53f7\uff0c\u5219\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
    \u4e8c\u3001\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5CYTHON<\/p>\n<\/p>\n
    \u5982\u679c\u7531\u4e8e\u7f51\u7edc\u6216\u5176\u4ed6\u539f\u56e0\u65e0\u6cd5\u901a\u8fc7pip\u5b89\u88c5Cython\uff0c\u4e5f\u53ef\u4ee5\u9009\u62e9\u4ece\u6e90\u4ee3\u7801\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n<\/p>\n
      \n
    1. \n
      \u4e0b\u8f7d\u6e90\u7801<\/strong>
      \u53ef\u4ee5\u4eceCython\u7684\u5b98\u65b9\u7f51\u7ad9\u6216GitHub\u4ed3\u5e93\u4e0b\u8f7dCython\u7684\u6e90\u4ee3\u7801\u3002\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u89e3\u538b\u7f29\u5230\u672c\u5730\u76ee\u5f55\u3002<\/p>\n<\/p>\n<\/li>\n
    2. \n
      \u5b89\u88c5\u6e90\u7801<\/strong>
      \u8fdb\u5165\u89e3\u538b\u540e\u7684Cython\u6e90\u4ee3\u7801\u76ee\u5f55\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
      python setup.py install<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u8fd9\u6761\u547d\u4ee4\u5c06\u4f1a\u6784\u5efaCython\u5e76\u5b89\u88c5\u5230\u4f60\u7684Python\u73af\u5883\u4e2d\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
      \u4e09\u3001\u4f7f\u7528ANACONDA\u5b89\u88c5CYTHON<\/p>\n<\/p>\n
      Anaconda\u662f\u4e00\u4e2a\u6d41\u884c\u7684Python\u6570\u636e\u79d1\u5b66\u5e73\u53f0\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u65b9\u6cd5\u6765\u7ba1\u7406Python\u5305\u3002<\/p>\n<\/p>\n
        \n
      1. \n
        \u5b89\u88c5Anaconda<\/strong>
        \u5982\u679c\u8fd8\u6ca1\u6709\u5b89\u88c5Anaconda\uff0c\u8bf7\u5148\u4eceAnaconda\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002<\/p>\n<\/p>\n<\/li>\n
      2. \n
        \u521b\u5efa\u865a\u62df\u73af\u5883\uff08\u53ef\u9009\uff09<\/strong>
        \u4e3a\u4e86\u907f\u514d\u5305\u51b2\u7a81\uff0c\u5efa\u8bae\u5728\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5Cython\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u548c\u6fc0\u6d3b\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n
        conda create -n myenv python=3.8<\/p>\n
        conda activate myenv<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n
      3. \n
        \u5b89\u88c5Cython<\/strong>
        \u4f7f\u7528conda\u5b89\u88c5Cython\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n
        conda install cython<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u8fd9\u5c06\u4eceAnaconda\u7684\u5305\u4ed3\u5e93\u4e2d\u4e0b\u8f7d\u5e76\u5b89\u88c5Cython\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
        \u56db\u3001CYTHON\u7684\u5e94\u7528\u573a\u666f<\/p>\n<\/p>\n
        Cython\u662f\u4e00\u4e2a\u7528\u4e8e\u5c06Python\u4ee3\u7801\u8f6c\u6362\u4e3aC\u8bed\u8a00\u4ee3\u7801\u7684\u5de5\u5177\uff0c\u80fd\u591f\u5927\u5e45\u63d0\u9ad8Python\u4ee3\u7801\u7684\u6267\u884c\u6548\u7387\u3002\u4ee5\u4e0b\u662fCython\u7684\u4e00\u4e9b\u5e38\u89c1\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<\/p>\n
          \n
        1. \n
          \u6027\u80fd\u4f18\u5316<\/strong>
          \u5bf9\u4e8e\u6027\u80fd\u8981\u6c42\u8f83\u9ad8\u7684Python\u5e94\u7528\uff0c\u7279\u522b\u662f\u6d89\u53ca\u5927\u91cf\u8ba1\u7b97\u7684\u90e8\u5206\uff0c\u53ef\u4ee5\u4f7f\u7528Cython\u8fdb\u884c\u4f18\u5316\u3002\u901a\u8fc7\u5c06Python\u4ee3\u7801\u8f6c\u5316\u4e3aC\u8bed\u8a00\u4ee3\u7801\uff0c\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u4ee3\u7801\u7684\u6267\u884c\u901f\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n
        2. \n
          \u4e0eC\u5e93\u7684\u96c6\u6210<\/strong>
          Cython\u53ef\u4ee5\u7528\u4e8e\u5c06Python\u4ee3\u7801\u4e0eC\u8bed\u8a00\u7f16\u5199\u7684\u5e93\u8fdb\u884c\u96c6\u6210\u3002Cython\u63d0\u4f9b\u4e86\u4e0eC\u8bed\u8a00\u7684\u65e0\u7f1d\u63a5\u53e3\uff0c\u4f7f\u5f97\u5728Python\u4e2d\u8c03\u7528C\u5e93\u53d8\u5f97\u7b80\u5355\u65b9\u4fbf\u3002<\/p>\n<\/p>\n<\/li>\n
        3. \n
          \u4ee3\u7801\u52a0\u5bc6\u548c\u4fdd\u62a4<\/strong>
          \u5c06Python\u4ee3\u7801\u7f16\u8bd1\u4e3aC\u8bed\u8a00\u4ee3\u7801\u540e\uff0c\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4e0d\u6613\u88ab\u53cd\u7f16\u8bd1\uff0c\u4ece\u800c\u53ef\u4ee5\u4fdd\u62a4\u6e90\u4ee3\u7801\u4e0d\u88ab\u8f7b\u6613\u67e5\u770b\u548c\u4fee\u6539\u3002<\/p>\n<\/p>\n<\/li>\n
        4. \n
          \u8de8\u5e73\u53f0\u90e8\u7f72<\/strong>
          Cython\u751f\u6210\u7684C\u6269\u5c55\u6a21\u5757\u53ef\u4ee5\u5728\u591a\u4e2a\u5e73\u53f0\u4e0a\u7f16\u8bd1\u548c\u8fd0\u884c\uff0c\u65b9\u4fbfPython\u5e94\u7528\u7684\u8de8\u5e73\u53f0\u90e8\u7f72\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
          \u4e94\u3001CYTHON\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5<\/p>\n<\/p>\n
          \u5b89\u88c5Cython\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u5c06Python\u4ee3\u7801\u8f6c\u6362\u4e3aC\u8bed\u8a00\u4ee3\u7801\uff1a<\/p>\n<\/p>\n
            \n
          1. \n
            \u7f16\u5199Cython\u4ee3\u7801<\/strong>
            Cython\u4ee3\u7801\u4e00\u822c\u4fdd\u5b58\u5728.pyx<\/code>\u6587\u4ef6\u4e2d\uff0c\u53ef\u4ee5\u5728\u5176\u4e2d\u7f16\u5199\u4e0ePython\u7c7b\u4f3c\u7684\u4ee3\u7801\uff0c\u4f46\u4e5f\u53ef\u4ee5\u4f7f\u7528C\u8bed\u8a00\u7684\u8bed\u6cd5\u6765\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n
          2. \n
            \u7f16\u5199setup.py\u6587\u4ef6<\/strong>
            \u7f16\u5199\u4e00\u4e2asetup.py<\/code>\u6587\u4ef6\uff0c\u7528\u4e8e\u6307\u5b9aCython\u6269\u5c55\u6a21\u5757\u7684\u7f16\u8bd1\u4fe1\u606f\u3002\u793a\u4f8b\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
            from setuptools import setup<\/p>\n
            from Cython.Build import cythonize<\/p>\n
            setup(<\/p>\n
                ext_modules=cythonize("your_module.pyx"),<\/p>\n
            )<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n
          3. \n
            \u7f16\u8bd1Cython\u4ee3\u7801<\/strong>
            \u5728\u547d\u4ee4\u884c\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1Cython\u4ee3\u7801\uff1a<\/p>\n<\/p>\n
            python setup.py build_ext --inplace<\/p>\n
            <\/code><\/pre>\n<\/p>\n
            \u8fd9\u5c06\u751f\u6210\u4e00\u4e2a\u4e0ePython\u6a21\u5757\u5bf9\u5e94\u7684C\u6269\u5c55\u6a21\u5757\uff0c\u6587\u4ef6\u6269\u5c55\u540d\u4e3a.so<\/code>\uff08Linux\uff09\u6216.pyd<\/code>\uff08Windows\uff09\u3002<\/p>\n<\/p>\n<\/li>\n
          4. \n
            \u5bfc\u5165\u5e76\u4f7f\u7528Cython\u6a21\u5757<\/strong>
            \u5728Python\u811a\u672c\u4e2d\uff0c\u76f4\u63a5\u5bfc\u5165\u5e76\u4f7f\u7528\u7f16\u8bd1\u540e\u7684Cython\u6a21\u5757\uff0c\u5c31\u50cf\u5bfc\u5165\u666e\u901aPython\u6a21\u5757\u4e00\u6837\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
            \u516d\u3001CYTHON\u7684\u6ce8\u610f\u4e8b\u9879<\/p>\n<\/p>\n
            \u5728\u4f7f\u7528Cython\u65f6\uff0c\u9700\u8981\u6ce8\u610f\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n<\/p>\n
              \n
            1. \n
              \u7c7b\u578b\u58f0\u660e<\/strong>
              \u5728Cython\u4e2d\uff0c\u901a\u8fc7\u663e\u5f0f\u58f0\u660e\u53d8\u91cf\u7c7b\u578b\u53ef\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n
              cdef int i<\/p>\n
              <\/code><\/pre>\n<\/p>\n<\/li>\n
            2. \n
              GIL\u91ca\u653e<\/strong>
              \u5bf9\u4e8e\u8017\u65f6\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u53ef\u4ee5\u901a\u8fc7\u91ca\u653e\u5168\u5c40\u89e3\u91ca\u5668\u9501\uff08GIL\uff09\u6765\u63d0\u9ad8\u5e76\u53d1\u6027\u80fd\uff1a<\/p>\n<\/p>\n
              with nogil:<\/p>\n
                  # \u4ee3\u7801\u6bb5<\/p>\n
              <\/code><\/pre>\n<\/p>\n<\/li>\n
            3. \n
              \u8c03\u8bd5\u652f\u6301<\/strong>
              \u5728\u8c03\u8bd5Cython\u4ee3\u7801\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528cythonize<\/code>\u51fd\u6570\u7684annotate=True<\/code>\u9009\u9879\u751f\u6210HTML\u6ce8\u91ca\u6587\u4ef6\uff0c\u5e2e\u52a9\u5206\u6790\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u3002<\/p>\n<\/p>\n<\/li>\n
            4. \n
              C\u8bed\u8a00\u77e5\u8bc6<\/strong>
              \u7531\u4e8eCython\u4e0eC\u8bed\u8a00\u7d27\u5bc6\u96c6\u6210\uff0c\u638c\u63e1\u4e00\u5b9a\u7684C\u8bed\u8a00\u77e5\u8bc6\u5c06\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u4f7f\u7528Cython\u8fdb\u884c\u6027\u80fd\u4f18\u5316\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
              \u4e03\u3001CYTHON\u7684\u4f18\u52bf\u4e0e\u5c40\u9650<\/p>\n<\/p>\n
              Cython\u5728\u63d0\u9ad8Python\u4ee3\u7801\u6027\u80fd\u65b9\u9762\u5177\u6709\u663e\u8457\u4f18\u52bf\uff0c\u4f46\u4e5f\u5b58\u5728\u4e00\u4e9b\u5c40\u9650\u6027\uff1a<\/p>\n<\/p>\n
                \n
              1. \n
                \u6027\u80fd\u63d0\u5347\u663e\u8457<\/strong>
                Cython\u80fd\u591f\u5c06Python\u4ee3\u7801\u7f16\u8bd1\u4e3a\u9ad8\u6548\u7684C\u8bed\u8a00\u4ee3\u7801\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u9ad8\u6267\u884c\u901f\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n
              2. \n
                \u65e0\u7f1d\u96c6\u6210C\/C++\u4ee3\u7801<\/strong>
                Cython\u63d0\u4f9b\u4e86\u4e0eC\/C++\u4ee3\u7801\u7684\u65e0\u7f1d\u96c6\u6210\u63a5\u53e3\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8c03\u7528C\/C++\u5e93\u3002<\/p>\n<\/p>\n<\/li>\n
              3. \n
                \u4ee3\u7801\u7ef4\u62a4\u590d\u6742<\/strong>
                \u7531\u4e8eCython\u4ee3\u7801\u9700\u8981\u517c\u987ePython\u548cC\u8bed\u8a00\u7684\u7279\u70b9\uff0c\u56e0\u6b64\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u53ef\u80fd\u4e0d\u5982\u7eafPython\u4ee3\u7801\u3002<\/p>\n<\/p>\n<\/li>\n
              4. \n
                \u5e73\u53f0\u4f9d\u8d56\u6027<\/strong>
                Cython\u751f\u6210\u7684C\u6269\u5c55\u6a21\u5757\u9700\u8981\u5728\u76ee\u6807\u5e73\u53f0\u4e0a\u7f16\u8bd1\uff0c\u56e0\u6b64\u5728\u4e0d\u540c\u5e73\u53f0\u4e4b\u95f4\u8fdb\u884c\u5206\u53d1\u65f6\u9700\u8981\u6ce8\u610f\u517c\u5bb9\u6027\u95ee\u9898\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
                \u516b\u3001CYTHON\u7684\u6700\u4f73\u5b9e\u8df5<\/p>\n<\/p>\n
                \u4e3a\u4e86\u5145\u5206\u53d1\u6325Cython\u7684\u4f18\u52bf\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6700\u4f73\u5b9e\u8df5\u5efa\u8bae\uff1a<\/p>\n<\/p>\n
                  \n
                1. \n
                  \u5408\u7406\u9009\u62e9\u4f18\u5316\u5bf9\u8c61<\/strong>
                  \u4f18\u5148\u9009\u62e9\u6027\u80fd\u74f6\u9888\u660e\u663e\u7684\u4ee3\u7801\u6bb5\u8fdb\u884cCython\u4f18\u5316\uff0c\u4ee5\u6700\u5927\u5316\u6027\u80fd\u63d0\u5347\u6548\u679c\u3002<\/p>\n<\/p>\n<\/li>\n
                2. \n
                  \u9010\u6b65\u4f18\u5316<\/strong>
                  \u5c06Python\u4ee3\u7801\u9010\u6b65\u8f6c\u5316\u4e3aCython\u4ee3\u7801\uff0c\u786e\u4fdd\u6bcf\u4e00\u6b65\u7684\u6027\u80fd\u63d0\u5347\u663e\u8457\u4e14\u4ee3\u7801\u884c\u4e3a\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n<\/p>\n<\/li>\n
                3. \n
                  \u5145\u5206\u5229\u7528\u7c7b\u578b\u58f0\u660e<\/strong>
                  \u5728Cython\u4ee3\u7801\u4e2d\u5c3d\u53ef\u80fd\u591a\u5730\u4f7f\u7528\u7c7b\u578b\u58f0\u660e\uff0c\u4ee5\u4fbf\u7f16\u8bd1\u5668\u80fd\u591f\u8fdb\u884c\u66f4\u591a\u7684\u4f18\u5316\u3002<\/p>\n<\/p>\n<\/li>\n
                4. \n
                  \u4fdd\u6301\u4ee3\u7801\u53ef\u8bfb\u6027<\/strong>
                  \u5728\u4f18\u5316\u4ee3\u7801\u65f6\uff0c\u4fdd\u6301\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\uff0c\u4ee5\u4fbf\u540e\u7eed\u7684\u7ef4\u62a4\u548c\u8fed\u4ee3\u3002<\/p>\n<\/p>\n<\/li>\n
                5. \n
                  \u4f7f\u7528\u81ea\u52a8\u5316\u5de5\u5177<\/strong>
                  \u5229\u7528Cython\u63d0\u4f9b\u7684\u81ea\u52a8\u5316\u5de5\u5177\u548c\u9009\u9879\uff0c\u5982cythonize<\/code>\u3001annotate<\/code>\u7b49\uff0c\u5e2e\u52a9\u5206\u6790\u548c\u4f18\u5316\u4ee3\u7801\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
                  \u901a\u8fc7\u8fd9\u4e9b\u65b9\u6cd5\u548c\u6280\u5de7\uff0c\u4f60\u53ef\u4ee5\u6210\u529f\u5b89\u88c5\u5e76\u4f7f\u7528Cython\u6765\u4f18\u5316Python\u4ee3\u7801\u7684\u6027\u80fd\uff0c\u63d0\u5347\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n
                  \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
                   \u5982\u4f55\u5728Python\u73af\u5883\u4e2d\u5b89\u88c5Cython\uff1f<\/strong>
                  \u5728Python\u73af\u5883\u4e2d\u5b89\u88c5Cython\u901a\u5e38\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u5305\u7ba1\u7406\u5de5\u5177\u5982pip\u6765\u5b9e\u73b0\u3002\u6253\u5f00\u7ec8\u7aef\u6216\u547d\u4ee4\u63d0\u793a\u7b26\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a  <\/p>\n
                  pip install Cython\n<\/code><\/pre>\n
                  \u786e\u4fdd\u4f60\u7684pip\u7248\u672c\u662f\u6700\u65b0\u7684\uff0c\u4ee5\u907f\u514d\u51fa\u73b0\u517c\u5bb9\u6027\u95ee\u9898\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528pip install --upgrade pip<\/code>\u6765\u66f4\u65b0pip\u3002<\/p>\n
                  Cython\u5b89\u88c5\u540e\uff0c\u6211\u5982\u4f55\u786e\u8ba4\u5b83\u662f\u5426\u6210\u529f\u5b89\u88c5\uff1f<\/strong>
                  \u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u5728Python\u73af\u5883\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u4ee3\u7801\u6765\u9a8c\u8bc1Cython\u662f\u5426\u6210\u529f\u5b89\u88c5\uff1a  <\/p>\n
                  import Cython\nprint(Cython.__version__)\n<\/code><\/pre>\n
                  \u5982\u679c\u6ca1\u6709\u62a5\u9519\u4e14\u8fd4\u56de\u4e86\u7248\u672c\u53f7\uff0c\u8bf4\u660eCython\u5df2\u6210\u529f\u5b89\u88c5\u3002<\/p>\n
                  Cython\u6709\u54ea\u4e9b\u5e38\u89c1\u7684\u4f7f\u7528\u573a\u666f\uff1f<\/strong>
                  Cython\u4e3b\u8981\u7528\u4e8e\u63d0\u9ad8Python\u4ee3\u7801\u7684\u6267\u884c\u6548\u7387\uff0c\u7279\u522b\u662f\u5728\u9700\u8981\u8fdb\u884c\u5927\u91cf\u6570\u503c\u8ba1\u7b97\u6216\u5faa\u73af\u64cd\u4f5c\u65f6\u3002\u5b83\u53ef\u4ee5\u5c06Python\u4ee3\u7801\u7f16\u8bd1\u4e3aC\u4ee3\u7801\uff0c\u4ece\u800c\u51cf\u5c11\u6267\u884c\u65f6\u95f4\u3002\u6b64\u5916\uff0cCython\u8fd8\u53ef\u4ee5\u7528\u4e8e\u6269\u5c55Python\u7684\u529f\u80fd\uff0c\u901a\u8fc7C\u8bed\u8a00\u5e93\u6765\u589e\u5f3aPython\u9879\u76ee\u7684\u6027\u80fd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5b89\u88c5Cython\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u901a\u8fc7pip\u5b89\u88c5\u3001\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5\u3001\u4f7f\u7528Anaconda\u5b89\u88c5\u7b49\u3002\u63a8\u8350\u7684 […]","protected":false},"author":3,"featured_media":945881,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/945874"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=945874"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/945874\/revisions"}],"predecessor-version":[{"id":945882,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/945874\/revisions\/945882"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/945881"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=945874"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=945874"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=945874"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}