{"id":995100,"date":"2024-12-27T09:02:01","date_gmt":"2024-12-27T01:02:01","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/995100.html"},"modified":"2024-12-27T09:02:01","modified_gmt":"2024-12-27T01:02:01","slug":"%e5%a6%82%e4%bd%95%e7%90%86%e8%a7%a3python%e8%a7%a3%e9%87%8a%e5%99%a8","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/995100.html","title":{"rendered":"\u5982\u4f55\u7406\u89e3python\u89e3\u91ca\u5668"},"content":{"rendered":"

\"\u5982\u4f55\u7406\u89e3python\u89e3\u91ca\u5668\"<\/p>\n

\u7406\u89e3Python\u89e3\u91ca\u5668\u9700\u8981\u4ece\u5176\u4f5c\u7528\u3001\u5de5\u4f5c\u539f\u7406\u3001\u4ee5\u53ca\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u89e3\u91ca\u5668\u5165\u624b\u3002Python\u89e3\u91ca\u5668\u8d1f\u8d23\u5c06Python\u4ee3\u7801\u8f6c\u6362\u4e3a\u8ba1\u7b97\u673a\u80fd\u591f\u7406\u89e3\u7684\u673a\u5668\u7801\u3001\u89e3\u91ca\u6267\u884cPython\u4ee3\u7801\u3001\u5e76\u63d0\u4f9b\u8fd0\u884c\u65f6\u73af\u5883\u3002\u9009\u62e9\u5408\u9002\u7684\u89e3\u91ca\u5668\u53ef\u4ee5\u6839\u636e\u7279\u5b9a\u9700\u6c42\uff0c\u5982\u6027\u80fd\u3001\u517c\u5bb9\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002<\/strong>\u4e3a\u4e86\u66f4\u6df1\u5165\u5730\u7406\u89e3Python\u89e3\u91ca\u5668\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u8fd9\u4e9b\u65b9\u9762\u3002<\/p>\n<\/p>\n

\u4e00\u3001Python\u89e3\u91ca\u5668\u7684\u4f5c\u7528<\/p>\n<\/p>\n

Python\u89e3\u91ca\u5668\u662f\u5c06Python\u4ee3\u7801\u7ffb\u8bd1\u6210\u673a\u5668\u7801\u7684\u5de5\u5177\u3002Python\u662f\u4e00\u79cd\u9ad8\u7ea7\u7f16\u7a0b\u8bed\u8a00\uff0c\u4ee3\u7801\u901a\u5e38\u662f\u4eba\u7c7b\u53ef\u8bfb\u7684\uff0c\u9700\u8981\u901a\u8fc7\u89e3\u91ca\u5668\u8f6c\u6362\u4e3a\u673a\u5668\u7801\u4ee5\u4f9b\u8ba1\u7b97\u673a\u6267\u884c\u3002\u89e3\u91ca\u5668\u7684\u4e3b\u8981\u4efb\u52a1\u5305\u62ec\u8bed\u6cd5\u5206\u6790\u3001\u5b57\u8282\u7801\u751f\u6210\u548c\u6267\u884c\u7b49\u6b65\u9aa4\u3002\u901a\u8fc7\u89e3\u91ca\u5668\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u7f16\u5199\u9ad8\u5c42\u6b21\u7684\u5e94\u7528\u903b\u8f91\uff0c\u800c\u4e0d\u5fc5\u5173\u5fc3\u5e95\u5c42\u7684\u673a\u5668\u8bed\u8a00\u3002<\/p>\n<\/p>\n

\u4e8c\u3001Python\u89e3\u91ca\u5668\u7684\u5de5\u4f5c\u539f\u7406<\/p>\n<\/p>\n

Python\u89e3\u91ca\u5668\u7684\u5de5\u4f5c\u539f\u7406\u53ef\u4ee5\u5206\u4e3a\u51e0\u4e2a\u5173\u952e\u6b65\u9aa4\uff1a\u89e3\u6790\u3001\u7f16\u8bd1\u548c\u6267\u884c\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u89e3\u6790<\/strong><\/p>\n<\/p>\n

    \u5728\u89e3\u6790\u9636\u6bb5\uff0cPython\u89e3\u91ca\u5668\u4f1a\u5bf9\u6e90\u4ee3\u7801\u8fdb\u884c\u8bcd\u6cd5\u548c\u8bed\u6cd5\u5206\u6790\u3002\u8bcd\u6cd5\u5206\u6790\u5c06\u4ee3\u7801\u62c6\u5206\u4e3a\u4e00\u7cfb\u5217\u6807\u8bb0\uff08token\uff09\uff0c\u800c\u8bed\u6cd5\u5206\u6790\u5219\u901a\u8fc7\u89e3\u6790\u6811\u6765\u9a8c\u8bc1\u4ee3\u7801\u7684\u7ed3\u6784\u662f\u5426\u7b26\u5408Python\u8bed\u6cd5\u89c4\u5219\u3002\u5982\u679c\u4ee3\u7801\u6709\u8bed\u6cd5\u9519\u8bef\uff0c\u89e3\u6790\u9636\u6bb5\u4f1a\u629b\u51fa\u76f8\u5e94\u7684\u9519\u8bef\u4fe1\u606f\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u7f16\u8bd1<\/strong><\/p>\n<\/p>\n

    \u901a\u8fc7\u8bed\u6cd5\u5206\u6790\u540e\uff0cPython\u89e3\u91ca\u5668\u5c06\u6e90\u4ee3\u7801\u7f16\u8bd1\u4e3a\u5b57\u8282\u7801\u3002\u8fd9\u662f\u4e00\u79cd\u4e2d\u95f4\u8868\u793a\u5f62\u5f0f\uff0c\u4ecb\u4e8e\u6e90\u4ee3\u7801\u548c\u673a\u5668\u7801\u4e4b\u95f4\u3002\u5b57\u8282\u7801\u662fPython\u865a\u62df\u673a\u80fd\u591f\u7406\u89e3\u548c\u6267\u884c\u7684\u6307\u4ee4\u96c6\u3002Python\u901a\u8fc7\u5c06\u6e90\u4ee3\u7801\u7f16\u8bd1\u4e3a\u5b57\u8282\u7801\uff0c\u63d0\u9ad8\u4e86\u4ee3\u7801\u6267\u884c\u7684\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n

  3. \n

    \u6267\u884c<\/strong><\/p>\n<\/p>\n

    \u5b57\u8282\u7801\u751f\u6210\u540e\uff0cPython\u89e3\u91ca\u5668\u5c06\u5176\u4f20\u9012\u7ed9Python\u865a\u62df\u673a\uff08PVM\uff09\u3002PVM\u8d1f\u8d23\u5c06\u5b57\u8282\u7801\u9010\u6761\u7ffb\u8bd1\u5e76\u6267\u884c\u3002\u8fd9\u4e00\u8fc7\u7a0b\u662f\u89e3\u91ca\u5668\u52a8\u6001\u6267\u884c\u4ee3\u7801\u7684\u6838\u5fc3\uff0c\u4f7f\u5f97Python\u4ee3\u7801\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u64cd\u4f5c\u7cfb\u7edf\u548c\u786c\u4ef6\u5e73\u53f0\u4e0a\u8fd0\u884c\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e09\u3001\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684Python\u89e3\u91ca\u5668<\/p>\n<\/p>\n

    \u9009\u62e9\u5408\u9002\u7684Python\u89e3\u91ca\u5668\u53d6\u51b3\u4e8e\u7279\u5b9a\u7684\u5e94\u7528\u573a\u666f\u548c\u9700\u6c42\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684Python\u89e3\u91ca\u5668\u53ca\u5176\u9002\u7528\u573a\u666f\uff1a<\/p>\n<\/p>\n

      \n
    1. \n

      CPython<\/strong><\/p>\n<\/p>\n

      CPython\u662fPython\u7684\u5b98\u65b9\u5b9e\u73b0\uff0c\u91c7\u7528C\u8bed\u8a00\u7f16\u5199\u3002\u5b83\u662f\u6700\u5e7f\u6cdb\u4f7f\u7528\u7684Python\u89e3\u91ca\u5668\uff0c\u652f\u6301\u5927\u591a\u6570Python\u5e93\u548c\u6269\u5c55\u3002CPython\u9002\u5408\u5927\u591a\u6570\u901a\u7528\u5e94\u7528\uff0c\u5c24\u5176\u662f\u9700\u8981\u7a33\u5b9a\u6027\u548c\u5e7f\u6cdb\u517c\u5bb9\u6027\u7684\u9879\u76ee\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      PyPy<\/strong><\/p>\n<\/p>\n

      PyPy\u662f\u4e00\u4e2a\u9ad8\u6027\u80fd\u7684Python\u89e3\u91ca\u5668\uff0c\u91c7\u7528JIT\uff08\u5373\u65f6\u7f16\u8bd1\uff09\u6280\u672f\uff0c\u53ef\u663e\u8457\u63d0\u9ad8Python\u4ee3\u7801\u7684\u6267\u884c\u901f\u5ea6\u3002\u5bf9\u4e8e\u9700\u8981\u9ad8\u6027\u80fd\u8ba1\u7b97\u7684\u5e94\u7528\uff0cPyPy\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\u3002\u7136\u800c\uff0c\u7531\u4e8e\u4e00\u4e9b\u5e93\u53ef\u80fd\u4e0d\u5b8c\u5168\u517c\u5bb9PyPy\uff0c\u4f7f\u7528\u524d\u9700\u8981\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n<\/p>\n<\/li>\n

    3. \n

      Jython<\/strong><\/p>\n<\/p>\n

      Jython\u662fPython\u7684Java\u5b9e\u73b0\uff0c\u5141\u8bb8Python\u4ee3\u7801\u8fd0\u884c\u5728Java\u865a\u62df\u673a\uff08JVM\uff09\u4e0a\u3002\u5bf9\u4e8e\u9700\u8981\u4e0eJava\u5e93\u6216\u5e94\u7528\u96c6\u6210\u7684\u9879\u76ee\uff0cJython\u63d0\u4f9b\u4e86\u826f\u597d\u7684\u652f\u6301\u3002\u7136\u800c\uff0cJython\u4e0d\u652f\u6301Python 3\uff0c\u8fd9\u53ef\u80fd\u9650\u5236\u5176\u5728\u67d0\u4e9b\u9879\u76ee\u4e2d\u7684\u4f7f\u7528\u3002<\/p>\n<\/p>\n<\/li>\n

    4. \n

      IronPython<\/strong><\/p>\n<\/p>\n

      IronPython\u662fPython\u7684.NET\u5b9e\u73b0\uff0c\u5141\u8bb8Python\u4ee3\u7801\u4e0e.NET\u6846\u67b6\u8fdb\u884c\u65e0\u7f1d\u96c6\u6210\u3002\u5bf9\u4e8e\u9700\u8981\u5728.NET\u73af\u5883\u4e2d\u4f7f\u7528Python\u7684\u9879\u76ee\uff0cIronPython\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u4e0eJython\u7c7b\u4f3c\uff0cIronPython\u4e5f\u4e0d\u652f\u6301\u6700\u65b0\u7684Python\u7248\u672c\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u56db\u3001Python\u89e3\u91ca\u5668\u7684\u6269\u5c55\u548c\u4f18\u5316<\/p>\n<\/p>\n

      Python\u89e3\u91ca\u5668\u7684\u6027\u80fd\u548c\u529f\u80fd\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u8fdb\u884c\u6269\u5c55\u548c\u4f18\u5316\uff0c\u4ee5\u6ee1\u8db3\u4e0d\u540c\u7684\u9700\u6c42\u3002<\/p>\n<\/p>\n

        \n
      1. \n

        \u4f7f\u7528C\u6269\u5c55<\/strong><\/p>\n<\/p>\n

        \u5bf9\u4e8e\u9700\u8981\u9ad8\u6027\u80fd\u7684\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u53ef\u4ee5\u4f7f\u7528C\u8bed\u8a00\u7f16\u5199\u6269\u5c55\u6a21\u5757\uff0c\u63d0\u9ad8Python\u7a0b\u5e8f\u7684\u8fd0\u884c\u6548\u7387\u3002C\u6269\u5c55\u53ef\u4ee5\u76f4\u63a5\u4e0eCPython\u8fdb\u884c\u4ea4\u4e92\uff0c\u63d0\u4f9b\u66f4\u5feb\u7684\u6267\u884c\u901f\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u591a\u7ebf\u7a0b\u4e0e\u591a\u8fdb\u7a0b<\/strong><\/p>\n<\/p>\n

        Python\u89e3\u91ca\u5668\u5728\u5904\u7406\u5e76\u53d1\u4efb\u52a1\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u591a\u7ebf\u7a0b\u6216\u591a\u8fdb\u7a0b\u65b9\u5f0f\u5b9e\u73b0\u3002\u867d\u7136Python\u7684\u5168\u5c40\u89e3\u91ca\u5668\u9501\uff08GIL\uff09\u9650\u5236\u4e86\u591a\u7ebf\u7a0b\u7684\u5e76\u53d1\u6027\u80fd\uff0c\u4f46\u591a\u8fdb\u7a0b\u53ef\u4ee5\u5145\u5206\u5229\u7528\u591a\u6838CPU\u7684\u4f18\u52bf\uff0c\u5b9e\u73b0\u66f4\u9ad8\u7684\u5e76\u53d1\u6027\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n

      3. \n

        \u5783\u573e\u56de\u6536\u673a\u5236<\/strong><\/p>\n<\/p>\n

        Python\u89e3\u91ca\u5668\u5185\u7f6e\u4e86\u81ea\u52a8\u5783\u573e\u56de\u6536\u673a\u5236\uff0c\u7528\u4e8e\u7ba1\u7406\u5185\u5b58\u3002\u5728\u4f18\u5316\u7a0b\u5e8f\u6027\u80fd\u65f6\uff0c\u53ef\u4ee5\u4e86\u89e3\u5783\u573e\u56de\u6536\u7684\u5de5\u4f5c\u539f\u7406\uff0c\u5e76\u901a\u8fc7\u8c03\u6574\u5783\u573e\u56de\u6536\u53c2\u6570\u6765\u63d0\u5347\u7a0b\u5e8f\u7684\u5185\u5b58\u7ba1\u7406\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n

      4. \n

        \u4f7f\u7528\u4f18\u5316\u5de5\u5177<\/strong><\/p>\n<\/p>\n

        \u8bb8\u591a\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f18\u5316Python\u4ee3\u7801\u7684\u6027\u80fd\uff0c\u5982Cython\u3001Numba\u7b49\u3002\u8fd9\u4e9b\u5de5\u5177\u901a\u8fc7\u9759\u6001\u7f16\u8bd1\u6216JIT\u7f16\u8bd1\uff0c\u5c06Python\u4ee3\u7801\u8f6c\u6362\u4e3a\u66f4\u9ad8\u6548\u7684\u673a\u5668\u7801\u6267\u884c\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u4e94\u3001Python\u89e3\u91ca\u5668\u7684\u672a\u6765\u53d1\u5c55<\/p>\n<\/p>\n

        Python\u89e3\u91ca\u5668\u7684\u6301\u7eed\u53d1\u5c55\u4e3a\u8bed\u8a00\u7684\u672a\u6765\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u793e\u533a\u548c\u5f00\u53d1\u8005\u4e0d\u65ad\u81f4\u529b\u4e8e\u6539\u8fdb\u89e3\u91ca\u5668\u7684\u6027\u80fd\u548c\u529f\u80fd\uff0c\u4ee5\u6ee1\u8db3\u73b0\u4ee3\u8ba1\u7b97\u7684\u9700\u6c42\u3002<\/p>\n<\/p>\n

          \n
        1. \n

          \u6027\u80fd\u4f18\u5316<\/strong><\/p>\n<\/p>\n

          \u968f\u7740\u786c\u4ef6\u7684\u53d1\u5c55\uff0cPython\u89e3\u91ca\u5668\u5c06\u7ee7\u7eed\u4f18\u5316\u5176\u6027\u80fd\uff0c\u5305\u62ec\u6539\u8fdbJIT\u7f16\u8bd1\u5668\u3001\u4f18\u5316\u5185\u5b58\u7ba1\u7406\u7b49\u3002PyPy\u7b49\u9879\u76ee\u5c06\u7ee7\u7eed\u63a2\u7d22\u5982\u4f55\u63d0\u9ad8\u89e3\u91ca\u5668\u7684\u8fd0\u884c\u901f\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          \u591a\u5e73\u53f0\u652f\u6301<\/strong><\/p>\n<\/p>\n

          Python\u89e3\u91ca\u5668\u5c06\u589e\u5f3a\u5bf9\u4e0d\u540c\u5e73\u53f0\u7684\u652f\u6301\uff0c\u5305\u62ec\u79fb\u52a8\u8bbe\u5907\u3001\u5d4c\u5165\u5f0f\u7cfb\u7edf\u7b49\u3002\u8fd9\u5c06\u4f7fPython\u5728\u66f4\u591a\u5e94\u7528\u573a\u666f\u4e2d\u6210\u4e3a\u5f00\u53d1\u8005\u7684\u9996\u9009\u8bed\u8a00\u3002<\/p>\n<\/p>\n<\/li>\n

        3. \n

          \u4e0e\u5176\u4ed6\u8bed\u8a00\u7684\u4e92\u64cd\u4f5c\u6027<\/strong><\/p>\n<\/p>\n

          Python\u89e3\u91ca\u5668\u5c06\u7ee7\u7eed\u589e\u5f3a\u4e0e\u5176\u4ed6\u7f16\u7a0b\u8bed\u8a00\u7684\u4e92\u64cd\u4f5c\u6027\uff0c\u4fc3\u8fdb\u8de8\u8bed\u8a00\u5f00\u53d1\u7684\u4fbf\u5229\u6027\u3002\u8fd9\u5305\u62ec\u5bf9Java\u3001.NET\u3001C\/C++\u7b49\u8bed\u8a00\u7684\u66f4\u597d\u652f\u6301\u3002<\/p>\n<\/p>\n<\/li>\n

        4. \n

          \u793e\u533a\u8d21\u732e\u4e0e\u5f00\u6e90<\/strong><\/p>\n<\/p>\n

          Python\u89e3\u91ca\u5668\u7684\u5f00\u6e90\u6027\u8d28\u4f7f\u5f97\u5168\u7403\u5f00\u53d1\u8005\u53ef\u4ee5\u53c2\u4e0e\u6539\u8fdb\u548c\u6269\u5c55\u5176\u529f\u80fd\u3002\u793e\u533a\u7684\u6301\u7eed\u8d21\u732e\u5c06\u63a8\u52a8\u89e3\u91ca\u5668\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u4e3aPython\u751f\u6001\u7cfb\u7edf\u5e26\u6765\u66f4\u591a\u521b\u65b0\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

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