{"id":1000362,"date":"2024-12-27T09:49:24","date_gmt":"2024-12-27T01:49:24","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1000362.html"},"modified":"2024-12-27T09:49:26","modified_gmt":"2024-12-27T01:49:26","slug":"python%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8pyx%e6%96%87%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1000362.html","title":{"rendered":"python\u5982\u4f55\u4f7f\u7528pyx\u6587\u4ef6"},"content":{"rendered":"

\"python\u5982\u4f55\u4f7f\u7528pyx\u6587\u4ef6\"<\/p>\n

\u8981\u5728Python\u4e2d\u4f7f\u7528.pyx<\/code>\u6587\u4ef6\uff0c\u53ef\u4ee5\u901a\u8fc7Cython\u8fdb\u884c\u7f16\u8bd1\u3001\u8c03\u7528\u3001\u6269\u5c55Python\u529f\u80fd\u3001\u63d0\u9ad8\u8ba1\u7b97\u6027\u80fd<\/strong>\u3002Cython\u662f\u4e00\u79cd\u7528\u4e8e\u7f16\u5199C\u6269\u5c55\u7684Python\u8bed\u8a00\u7684\u8d85\u96c6\uff0c\u5b83\u5141\u8bb8\u60a8\u5728Python\u4ee3\u7801\u4e2d\u5d4c\u5165C\u8bed\u8a00\u4ee3\u7801\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u9ad8\u7a0b\u5e8f\u7684\u8fd0\u884c\u901f\u5ea6\u3002\u4f7f\u7528Cython\u7684\u4e3b\u8981\u6b65\u9aa4\u5305\u62ec\uff1a\u7f16\u5199.pyx<\/code>\u6587\u4ef6\u3001\u7f16\u8bd1\u4e3aC\u6269\u5c55\u6a21\u5757\u3001\u5728Python\u4e2d\u5bfc\u5165\u548c\u4f7f\u7528\u8be5\u6a21\u5757\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u7f16\u5199.pyx<\/code>\u6587\u4ef6<\/p>\n<\/p>\n

\u5728\u5f00\u59cb\u4f7f\u7528Cython\u4e4b\u524d\uff0c\u9996\u5148\u9700\u8981\u7f16\u5199\u4e00\u4e2a.pyx<\/code>\u6587\u4ef6\u3002\u8fd9\u4e2a\u6587\u4ef6\u5305\u542b\u4e86\u8981\u52a0\u901f\u7684Python\u4ee3\u7801\u4ee5\u53ca\u4efb\u4f55\u5d4c\u5165\u7684C\u8bed\u8a00\u4ee3\u7801\u3002.pyx<\/code>\u6587\u4ef6\u4e0e\u666e\u901a\u7684Python\u811a\u672c\u7c7b\u4f3c\uff0c\u4f46\u5141\u8bb8\u4f7f\u7528C\u8bed\u8a00\u7684\u6570\u636e\u7c7b\u578b\u548c\u51fd\u6570\u3002<\/p>\n<\/p>\n

\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u4e00\u4e2a\u7b80\u5355\u7684\u51fd\u6570\u6765\u8ba1\u7b97\u6590\u6ce2\u90a3\u5951\u6570\u5217\uff1a<\/p>\n<\/p>\n

# fibonacci.pyx<\/p>\n
def fib(int n):<\/p>\n
    cdef int i<\/p>\n
    cdef int a = 0, b = 1<\/p>\n
    for i in range(n):<\/p>\n
        a, b = b, a + b<\/p>\n
    return a<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528cdef<\/code>\u5173\u952e\u5b57\u6765\u58f0\u660eC\u8bed\u8a00\u7684\u6570\u636e\u7c7b\u578b\u3002\u8fd9\u79cd\u58f0\u660e\u65b9\u5f0f\u53ef\u4ee5\u5e2e\u52a9Cython\u751f\u6210\u66f4\u5feb\u7684C\u4ee3\u7801\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u7f16\u8bd1.pyx<\/code>\u6587\u4ef6<\/p>\n<\/p>\n
\u7f16\u5199\u597d.pyx<\/code>\u6587\u4ef6\u540e\uff0c\u9700\u8981\u5c06\u5176\u7f16\u8bd1\u4e3aC\u6269\u5c55\u6a21\u5757\u3002\u4e3a\u6b64\uff0cCython\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7f16\u8bd1\u5de5\u5177\uff0c\u53ef\u4ee5\u5c06.pyx<\/code>\u6587\u4ef6\u8f6c\u6362\u4e3aC\u4ee3\u7801\uff0c\u5e76\u4f7f\u7528C\u7f16\u8bd1\u5668\u751f\u6210\u5171\u4eab\u5e93\u3002<\/p>\n<\/p>\n
    \n
  1. \u7f16\u5199setup.py<\/code><\/strong><\/li>\n<\/ol>\n
    \u4e3a\u4e86\u7f16\u8bd1.pyx<\/code>\u6587\u4ef6\uff0c\u901a\u5e38\u9700\u8981\u521b\u5efa\u4e00\u4e2asetup.py<\/code>\u811a\u672c\u3002\u8fd9\u4e2a\u811a\u672c\u4f7f\u7528\u4e86setuptools<\/code>\u548cCython<\/code>\u6a21\u5757\u6765\u914d\u7f6e\u7f16\u8bd1\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n
    from setuptools import setup<\/p>\n
    from Cython.Build import cythonize<\/p>\n
    setup(<\/p>\n
        ext_modules=cythonize("fibonacci.pyx"),<\/p>\n
    )<\/p>\n
    <\/code><\/pre>\n<\/p>\n
      \n
    1. \u8fd0\u884c\u7f16\u8bd1\u547d\u4ee4<\/strong><\/li>\n<\/ol>\n
      \u5728\u7ec8\u7aef\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u4ee5\u7f16\u8bd1.pyx<\/code>\u6587\u4ef6\uff1a<\/p>\n<\/p>\n
      python setup.py build_ext --inplace<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u6b64\u547d\u4ee4\u5c06\u751f\u6210\u4e00\u4e2a\u5171\u4eab\u5e93\u6587\u4ef6\uff0c\u8be5\u6587\u4ef6\u53ef\u4ee5\u5728Python\u4e2d\u5bfc\u5165\u3002<\/p>\n<\/p>\n
      \u4e09\u3001\u5728Python\u4e2d\u5bfc\u5165\u548c\u4f7f\u7528\u7f16\u8bd1\u540e\u7684\u6a21\u5757<\/p>\n<\/p>\n
      \u7f16\u8bd1\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5728Python\u7a0b\u5e8f\u4e2d\u5bfc\u5165\u751f\u6210\u7684\u5171\u4eab\u5e93\u6a21\u5757\uff0c\u5e76\u50cf\u4f7f\u7528\u666e\u901aPython\u6a21\u5757\u4e00\u6837\u8c03\u7528\u5176\u4e2d\u7684\u51fd\u6570\u3002<\/p>\n<\/p>\n
      import fibonacci<\/p>\n
      print(fibonacci.fib(10))  # \u8f93\u51fa: 55<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u60a8\u53ef\u4ee5\u5728Python\u7a0b\u5e8f\u4e2d\u4f7f\u7528C\u8bed\u8a00\u7684\u6027\u80fd\u4f18\u52bf\uff0c\u540c\u65f6\u4fdd\u6301Python\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u7075\u6d3b\u6027\u3002<\/p>\n<\/p>\n
      \u56db\u3001\u4f18\u5316\u548c\u8c03\u8bd5Cython\u4ee3\u7801<\/p>\n<\/p>\n
      \u5728\u7f16\u5199\u548c\u4f7f\u7528Cython\u4ee3\u7801\u65f6\uff0c\u6709\u8bb8\u591a\u6280\u5de7\u53ef\u4ee5\u5e2e\u52a9\u60a8\u4f18\u5316\u6027\u80fd\u548c\u8fdb\u884c\u8c03\u8bd5\u3002<\/p>\n<\/p>\n
        \n
      1. \u7c7b\u578b\u58f0\u660e\u548c\u7c7b\u578b\u63a8\u5bfc<\/strong><\/li>\n<\/ol>\n
        \u5728Cython\u4e2d\uff0c\u660e\u786e\u58f0\u660e\u53d8\u91cf\u7684\u7c7b\u578b\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6027\u80fd\u3002Cython\u4e5f\u53ef\u4ee5\u81ea\u52a8\u63a8\u5bfc\u4e00\u4e9b\u7c7b\u578b\uff0c\u4f46\u624b\u52a8\u58f0\u660e\u901a\u5e38\u4f1a\u66f4\u9ad8\u6548\u3002<\/p>\n<\/p>\n
          \n
        1. \u4f7f\u7528cdef<\/code>\u51fd\u6570<\/strong><\/li>\n<\/ol>\n
          \u5bf9\u4e8e\u4e0d\u9700\u8981\u66b4\u9732\u7ed9Python\u5916\u90e8\u8c03\u7528\u7684\u51fd\u6570\uff0c\u4f7f\u7528cdef<\/code>\u5173\u952e\u5b57\u6765\u5b9a\u4e49\u8fd9\u4e9b\u51fd\u6570\uff0c\u4ee5\u4fbf\u4e8e\u751f\u6210\u66f4\u5feb\u7684C\u4ee3\u7801\u3002<\/p>\n<\/p>\n
          cdef int c_fib(int n):<\/p>\n
              cdef int i, a = 0, b = 1<\/p>\n
              for i in range(n):<\/p>\n
                  a, b = b, a + b<\/p>\n
              return a<\/p>\n
          <\/code><\/pre>\n<\/p>\n
            \n
          1. \u4f7f\u7528cpdef<\/code>\u51fd\u6570<\/strong><\/li>\n<\/ol>\n
            cpdef<\/code>\u5173\u952e\u5b57\u5141\u8bb8\u51fd\u6570\u540c\u65f6\u88abPython\u548cC\u8c03\u7528\uff0c\u4f7f\u5176\u65e2\u7075\u6d3b\u53c8\u9ad8\u6548\u3002<\/p>\n<\/p>\n
              \n
            1. \u8c03\u8bd5\u5de5\u5177<\/strong><\/li>\n<\/ol>\n
              \u4f7f\u7528cythonize<\/code>\u7684annotate=True<\/code>\u9009\u9879\u53ef\u4ee5\u751f\u6210HTML\u6587\u4ef6\uff0c\u5e2e\u52a9\u53ef\u89c6\u5316\u4ee3\u7801\u4e2dPython\u4e0eC\u4e4b\u95f4\u7684\u8f6c\u6362\u60c5\u51b5\u3002\u8fd9\u5bf9\u4e8e\u5206\u6790\u548c\u4f18\u5316\u6027\u80fd\u975e\u5e38\u6709\u7528\u3002<\/p>\n<\/p>\n
              \u4e94\u3001\u96c6\u6210Cython\u5230\u73b0\u6709\u9879\u76ee<\/p>\n<\/p>\n
              \u5728\u5927\u578b\u9879\u76ee\u4e2d\uff0c\u5c06Cython\u96c6\u6210\u5230\u73b0\u6709\u4ee3\u7801\u5e93\u4e2d\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6027\u80fd\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\uff1a<\/p>\n<\/p>\n
                \n
              1. \u9009\u62e9\u5408\u9002\u7684\u6a21\u5757<\/strong><\/li>\n<\/ol>\n
                \u9996\u5148\uff0c\u8bc6\u522b\u90a3\u4e9b\u8ba1\u7b97\u5bc6\u96c6\u578b\u6216\u6027\u80fd\u74f6\u9888\u7684\u6a21\u5757\uff0c\u5c06\u5176\u8f6c\u5316\u4e3aCython\u6a21\u5757\u3002<\/p>\n<\/p>\n
                  \n
                1. \u9010\u6b65\u8f6c\u6362<\/strong><\/li>\n<\/ol>\n
                  \u9010\u6b65\u8f6c\u6362\u4ee3\u7801\uff0c\u5148\u4ece\u5173\u952e\u51fd\u6570\u5f00\u59cb\uff0c\u7136\u540e\u9010\u6b65\u6269\u5c55\u5230\u5176\u4ed6\u90e8\u5206\u3002\u8fd9\u6837\u53ef\u4ee5\u786e\u4fdd\u5728\u6bcf\u4e2a\u9636\u6bb5\u90fd\u80fd\u68c0\u6d4b\u5e76\u89e3\u51b3\u6f5c\u5728\u7684\u95ee\u9898\u3002<\/p>\n<\/p>\n
                    \n
                  1. \u7ed3\u5408NumPy<\/strong><\/li>\n<\/ol>\n
                    \u5bf9\u4e8e\u6d89\u53ca\u5927\u91cf\u6570\u503c\u8fd0\u7b97\u7684\u4ee3\u7801\uff0c\u7ed3\u5408\u4f7f\u7528NumPy\u548cCython\u53ef\u4ee5\u83b7\u5f97\u66f4\u5927\u7684\u6027\u80fd\u63d0\u5347\u3002Cython\u4e0eNumPy\u7684\u914d\u5408\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u8fd0\u7b97\u65f6\u95f4\u3002<\/p>\n<\/p>\n
                      \n
                    1. \u6301\u7eed\u6d4b\u8bd5<\/strong><\/li>\n<\/ol>\n
                      \u5728\u8f6c\u6362\u548c\u4f18\u5316\u8fc7\u7a0b\u4e2d\uff0c\u6301\u7eed\u8fdb\u884c\u5355\u5143\u6d4b\u8bd5\u548c\u6027\u80fd\u6d4b\u8bd5\uff0c\u4ee5\u786e\u4fdd\u4ee3\u7801\u7684\u6b63\u786e\u6027\u548c\u6027\u80fd\u63d0\u5347\u3002<\/p>\n<\/p>\n
                      \u516d\u3001\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6848<\/p>\n<\/p>\n
                      \u5728\u4f7f\u7528Cython\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\uff1a<\/p>\n<\/p>\n
                        \n
                      1. \u7f16\u8bd1\u9519\u8bef<\/strong><\/li>\n<\/ol>\n
                        \u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u5e93\u548cCython\u7248\u672c\u517c\u5bb9\uff0c\u5e76\u68c0\u67e5setup.py<\/code>\u6587\u4ef6\u4e2d\u7684\u8bbe\u7f6e\u662f\u5426\u6b63\u786e\u3002<\/p>\n<\/p>\n
                          \n
                        1. \u6027\u80fd\u672a\u63d0\u5347<\/strong><\/li>\n<\/ol>\n
                          \u901a\u8fc7\u589e\u52a0\u7c7b\u578b\u58f0\u660e\u3001\u4f7f\u7528\u66f4\u9ad8\u6548\u7684\u7b97\u6cd5\u6216\u6570\u636e\u7ed3\u6784\u6765\u4f18\u5316\u4ee3\u7801\u3002<\/p>\n<\/p>\n
                            \n
                          1. \u5185\u5b58\u7ba1\u7406<\/strong><\/li>\n<\/ol>\n
                            \u6ce8\u610fC\u8bed\u8a00\u7684\u5185\u5b58\u7ba1\u7406\uff0c\u786e\u4fdd\u6ca1\u6709\u5185\u5b58\u6cc4\u6f0f\u95ee\u9898\u3002Cython\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5185\u5b58\u7ba1\u7406\u5de5\u5177\u548c\u9009\u9879\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7ba1\u7406\u5185\u5b58\u3002<\/p>\n<\/p>\n
                            \u901a\u8fc7\u7cfb\u7edf\u5730\u4f7f\u7528Cython\uff0c\u60a8\u53ef\u4ee5\u5728\u4e0d\u727a\u7272Python\u7075\u6d3b\u6027\u7684\u60c5\u51b5\u4e0b\uff0c\u5927\u5e45\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6027\u80fd\u3002Cython\u63d0\u4f9b\u4e86\u4e00\u79cd\u5f3a\u5927\u4e14\u7075\u6d3b\u7684\u65b9\u5f0f\u6765\u5229\u7528C\u8bed\u8a00\u7684\u6027\u80fd\uff0c\u800c\u4e0d\u5fc5\u5b8c\u5168\u653e\u5f03Python\u7684\u4f18\u52bf\u3002\u65e0\u8bba\u662f\u52a0\u901f\u73b0\u6709\u7684Python\u9879\u76ee\uff0c\u8fd8\u662f\u5f00\u53d1\u65b0\u7684\u9ad8\u6027\u80fd\u5e94\u7528\uff0cCython\u90fd\u662f\u4e00\u4e2a\u503c\u5f97\u63a2\u7d22\u7684\u5de5\u5177\u3002<\/p>\n<\/p>\n
                            \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
                             \u5982\u4f55\u5728Python\u4e2d\u5bfc\u5165\u548c\u4f7f\u7528pyx\u6587\u4ef6\uff1f<\/strong>
                            \u8981\u5728Python\u4e2d\u4f7f\u7528pyx\u6587\u4ef6\uff0c\u60a8\u9700\u8981\u5148\u5b89\u88c5Cython\uff0c\u8fd9\u662f\u4e00\u4e2a\u5c06Python\u4ee3\u7801\u7f16\u8bd1\u4e3aC\u8bed\u8a00\u7684\u5de5\u5177\u3002\u901a\u8fc7\u8fd0\u884cpip install cython<\/code>\u6765\u8fdb\u884c\u5b89\u88c5\u3002\u63a5\u7740\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Cython\u63d0\u4f9b\u7684setup.py<\/code>\u6587\u4ef6\u6765\u7f16\u8bd1pyx\u6587\u4ef6\u3002\u521b\u5efa\u4e00\u4e2asetup.py\u6587\u4ef6\uff0c\u5185\u5bb9\u5305\u62ecfrom setuptools import setup<\/code>\u548cfrom Cython.Build import cythonize<\/code>\u3002\u7136\u540e\uff0c\u8fd0\u884cpython setup.py build_ext --inplace<\/code>\u547d\u4ee4\uff0c\u5c06pyx\u6587\u4ef6\u7f16\u8bd1\u4e3aPython\u53ef\u4ee5\u76f4\u63a5\u8c03\u7528\u7684\u6a21\u5757\u3002<\/p>\n
                            pyx\u6587\u4ef6\u548c\u666e\u901aPython\u6587\u4ef6\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong>
                            pyx\u6587\u4ef6\u4e3b\u8981\u7528\u4e8eCython\uff0c\u5b83\u5141\u8bb8\u60a8\u5728Python\u4ee3\u7801\u4e2d\u76f4\u63a5\u4f7f\u7528C\u8bed\u8a00\u7684\u7279\u6027\uff0c\u4ece\u800c\u63d0\u9ad8\u4ee3\u7801\u7684\u6267\u884c\u6548\u7387\u3002\u4e0e\u666e\u901a\u7684Python\u6587\u4ef6\u4e0d\u540c\uff0cpyx\u6587\u4ef6\u901a\u5e38\u5305\u542bC\u8bed\u8a00\u7684\u7c7b\u578b\u58f0\u660e\u548c\u51fd\u6570\uff0c\u8fd9\u4e9b\u7279\u6027\u4f7f\u5f97\u4ee3\u7801\u5728\u6027\u80fd\u4e0a\u66f4\u52a0\u4f18\u5316\uff0c\u7279\u522b\u9002\u5408\u9700\u8981\u8fdb\u884c\u5927\u91cf\u8ba1\u7b97\u7684\u5e94\u7528\u3002<\/p>\n
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