{"id":939199,"date":"2024-12-26T20:29:37","date_gmt":"2024-12-26T12:29:37","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/939199.html"},"modified":"2024-12-26T20:29:40","modified_gmt":"2024-12-26T12:29:40","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e5%88%9b%e4%b8%9a","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/939199.html","title":{"rendered":"\u5982\u4f55\u7528python\u521b\u4e1a"},"content":{"rendered":"

\"\u5982\u4f55\u7528python\u521b\u4e1a\"<\/p>\n

\u7528Python\u521b\u4e1a\u7684\u5173\u952e\u5728\u4e8e\uff1a\u5f00\u53d1\u9ad8\u6548\u89e3\u51b3\u65b9\u6848\u3001\u964d\u4f4e\u5f00\u53d1\u6210\u672c\u3001\u5feb\u901f\u8fed\u4ee3\u4ea7\u54c1\u3002Python\u8bed\u8a00\u56e0\u5176\u7b80\u5355\u6613\u5b66\u3001\u5e7f\u6cdb\u7684\u5e93\u652f\u6301\u548c\u5f3a\u5927\u7684\u793e\u533a\u8d44\u6e90\uff0c\u6210\u4e3a\u521b\u4e1a\u8005\u7684\u7406\u60f3\u9009\u62e9\u3002<\/strong> \u4f8b\u5982\uff0c\u901a\u8fc7\u4f7f\u7528Python\uff0c\u521b\u4e1a\u8005\u53ef\u4ee5\u5feb\u901f\u642d\u5efa\u539f\u578b\uff0c\u5229\u7528\u5f00\u6e90\u5e93\u5b9e\u73b0\u590d\u6742\u529f\u80fd\uff0c\u751a\u81f3\u5728\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60<\/a>\u9886\u57df\u83b7\u5f97\u7ade\u4e89\u4f18\u52bf\u3002\u4ee5\u6570\u636e\u5206\u6790\u4e3a\u4f8b\uff0c\u521b\u4e1a\u8005\u53ef\u4ee5\u4f7f\u7528Python\u7684pandas\u5e93\u6765\u5904\u7406\u548c\u5206\u6790\u6570\u636e\uff0c\u4ece\u800c\u4e3a\u4e1a\u52a1\u51b3\u7b56\u63d0\u4f9b\u652f\u6301\u3002\u9009\u62e9Python\u4f5c\u4e3a\u521b\u4e1a\u5de5\u5177\uff0c\u4e0d\u4ec5\u80fd\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\uff0c\u8fd8\u80fd\u7075\u6d3b\u5e94\u5bf9\u5e02\u573a\u53d8\u5316\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u5f00\u53d1\u9ad8\u6548\u89e3\u51b3\u65b9\u6848<\/p>\n<\/p>\n

Python\u56e0\u5176\u7b80\u6d01\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\u6210\u4e3a\u5f00\u53d1\u9ad8\u6548\u89e3\u51b3\u65b9\u6848\u7684\u7edd\u4f73\u9009\u62e9\u3002\u65e0\u8bba\u662f\u5f00\u53d1Web\u5e94\u7528\u3001\u79fb\u52a8\u5e94\u7528\u8fd8\u662f\u81ea\u52a8\u5316\u5de5\u5177\uff0cPython\u90fd\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u6846\u67b6\u548c\u5de5\u5177\u6765\u652f\u6301\u5feb\u901f\u5f00\u53d1\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    Web\u5f00\u53d1<\/strong>\uff1aDjango\u548cFlask\u662fPython\u4e2d\u6700\u6d41\u884c\u7684Web\u5f00\u53d1\u6846\u67b6\u3002Django\u63d0\u4f9b\u4e86\u4e00\u6574\u5957\u89e3\u51b3\u65b9\u6848\uff0c\u5305\u62ecORM\u3001\u8ba4\u8bc1\u3001\u7ba1\u7406\u540e\u53f0\u7b49\uff0c\u9002\u5408\u5feb\u901f\u6784\u5efa\u590d\u6742\u7684Web\u5e94\u7528\u3002\u800cFlask\u5219\u4ee5\u8f7b\u91cf\u3001\u7075\u6d3b\u8457\u79f0\uff0c\u9002\u5408\u5c0f\u578b\u5e94\u7528\u6216\u9700\u8981\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u9879\u76ee\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u6570\u636e\u5904\u7406\u4e0e\u5206\u6790<\/strong>\uff1aPython\u5728\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790\u9886\u57df\u8868\u73b0\u51fa\u8272\uff0cpandas\u3001NumPy\u3001SciPy\u7b49\u5e93\u4e3a\u6570\u636e\u64cd\u4f5c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u521b\u4e1a\u8005\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u5de5\u5177\u5feb\u901f\u5206\u6790\u5e02\u573a\u8d8b\u52bf\uff0c\u4f18\u5316\u4ea7\u54c1\u7b56\u7565\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u964d\u4f4e\u5f00\u53d1\u6210\u672c<\/p>\n<\/p>\n

    Python\u7684\u5f00\u6e90\u7279\u6027\u548c\u4e30\u5bcc\u7684\u7b2c\u4e09\u65b9\u5e93\u4f7f\u5f97\u964d\u4f4e\u5f00\u53d1\u6210\u672c\u6210\u4e3a\u53ef\u80fd\u3002\u521b\u4e1a\u8005\u53ef\u4ee5\u5229\u7528Python\u793e\u533a\u7684\u8d44\u6e90\uff0c\u5feb\u901f\u96c6\u6210\u73b0\u6709\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u907f\u514d\u91cd\u590d\u9020\u8f6e\u5b50\u3002<\/p>\n<\/p>\n

      \n
    1. \n

      \u5f00\u6e90\u5e93\u7684\u4f7f\u7528<\/strong>\uff1aPython\u6709\u4e30\u5bcc\u7684\u5f00\u6e90\u5e93\u4f9b\u9009\u62e9\uff0c\u4eceWeb\u5f00\u53d1\u5230\u673a\u5668\u5b66\u4e60\u3001\u81ea\u52a8\u5316\u811a\u672c\u7b49\uff0c\u521b\u4e1a\u8005\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u8d44\u6e90\u5feb\u901f\u6784\u5efa\u4ea7\u54c1\uff0c\u8282\u7701\u5f00\u53d1\u65f6\u95f4\u548c\u6210\u672c\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      \u4e91\u670d\u52a1\u4e0ePython\u7684\u7ed3\u5408<\/strong>\uff1a\u8bb8\u591a\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\uff08\u5982AWS\u3001Google Cloud\u3001Azure\uff09\u90fd\u652f\u6301Python\uff0c\u521b\u4e1a\u8005\u53ef\u4ee5\u5229\u7528\u4e91\u5e73\u53f0\u7684\u8ba1\u7b97\u80fd\u529b\u548c\u5b58\u50a8\u8d44\u6e90\uff0c\u4ee5\u8f83\u4f4e\u7684\u6210\u672c\u5b9e\u73b0\u9ad8\u6548\u7684\u8ba1\u7b97\u548c\u6570\u636e\u5b58\u50a8\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u5feb\u901f\u8fed\u4ee3\u4ea7\u54c1<\/p>\n<\/p>\n

      Python\u7684\u7075\u6d3b\u6027\u548c\u53ef\u8bfb\u6027\u4f7f\u5f97\u5feb\u901f\u8fed\u4ee3\u4ea7\u54c1\u6210\u4e3a\u53ef\u80fd\u3002\u5bf9\u4e8e\u521b\u4e1a\u516c\u53f8\u800c\u8a00\uff0c\u80fd\u591f\u5feb\u901f\u54cd\u5e94\u5e02\u573a\u53cd\u9988\u3001\u8fed\u4ee3\u4ea7\u54c1\u529f\u80fd\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n

        \n
      1. \n

        \u654f\u6377\u5f00\u53d1<\/a><\/strong>\uff1aPython\u8bed\u8a00\u7684\u7b80\u6d01\u6027\u4f7f\u5f97\u5f00\u53d1\u56e2\u961f\u80fd\u591f\u66f4\u5feb\u5730\u7f16\u5199\u548c\u4fee\u6539\u4ee3\u7801\uff0c\u9002\u5408\u654f\u6377\u5f00\u53d1\u6a21\u5f0f\u3002\u521b\u4e1a\u516c\u53f8\u53ef\u4ee5\u5229\u7528Python\u5feb\u901f\u8c03\u6574\u4ea7\u54c1\u529f\u80fd\uff0c\u4ee5\u5e94\u5bf9\u5e02\u573a\u53d8\u5316\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u539f\u578b\u5f00\u53d1<\/strong>\uff1aPython\u662f\u5feb\u901f\u5f00\u53d1\u539f\u578b\u7684\u7406\u60f3\u9009\u62e9\u3002\u901a\u8fc7\u4f7f\u7528Python\uff0c\u521b\u4e1a\u8005\u53ef\u4ee5\u5feb\u901f\u6784\u5efa\u4ea7\u54c1\u7684\u57fa\u672c\u529f\u80fd\uff0c\u8fdb\u884c\u5e02\u573a\u6d4b\u8bd5\u548c\u9a8c\u8bc1\uff0c\u4ece\u800c\u964d\u4f4e\u4ea7\u54c1\u5f00\u53d1\u7684\u98ce\u9669\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u56db\u3001\u5229\u7528Python\u7684\u4f18\u52bf\u9886\u57df<\/p>\n<\/p>\n

        Python\u5728\u67d0\u4e9b\u9886\u57df\u5177\u6709\u663e\u8457\u4f18\u52bf\uff0c\u4f8b\u5982\u4eba\u5de5\u667a\u80fd<\/a>\u3001\u673a\u5668\u5b66\u4e60\u548c\u81ea\u52a8\u5316\u3002\u521b\u4e1a\u8005\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u4f18\u52bf\uff0c\u5f00\u53d1\u521b\u65b0\u4ea7\u54c1\uff0c\u83b7\u5f97\u5e02\u573a\u7ade\u4e89\u529b\u3002<\/p>\n<\/p>\n

          \n
        1. \n

          \u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60<\/strong>\uff1aPython\u662f\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u7684\u4e3b\u6d41\u8bed\u8a00\u4e4b\u4e00\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\uff0c\u5982TensorFlow\u3001Keras\u3001Scikit-learn\u7b49\uff0c\u652f\u6301\u590d\u6742\u6a21\u578b\u7684\u5f00\u53d1\u548c\u5e94\u7528\u3002\u521b\u4e1a\u8005\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u521b\u65b0\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          \u81ea\u52a8\u5316\u89e3\u51b3\u65b9\u6848<\/strong>\uff1aPython\u7684\u81ea\u52a8\u5316\u80fd\u529b\u5728\u5404\u4e2a\u884c\u4e1a\u90fd\u80fd\u53d1\u6325\u4f5c\u7528\u3002\u65e0\u8bba\u662f\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u3001\u7f51\u7ad9\u6d4b\u8bd5\uff0c\u8fd8\u662f\u4e1a\u52a1\u6d41\u7a0b\u7ba1\u7406\uff0cPython\u90fd\u80fd\u63d0\u4f9b\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5e2e\u52a9\u521b\u4e1a\u516c\u53f8\u63d0\u5347\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

          \u4e94\u3001\u5efa\u7acb\u5f3a\u5927\u7684\u793e\u533a\u548c\u7f51\u7edc<\/p>\n<\/p>\n

          Python\u62e5\u6709\u6d3b\u8dc3\u7684\u793e\u533a\u548c\u5e7f\u6cdb\u7684\u7528\u6237\u7fa4\u4f53\uff0c\u8fd9\u4e3a\u521b\u4e1a\u8005\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u652f\u6301\u548c\u5408\u4f5c\u673a\u4f1a\u3002\u901a\u8fc7\u53c2\u4e0e\u793e\u533a\u6d3b\u52a8\uff0c\u521b\u4e1a\u8005\u4e0d\u4ec5\u53ef\u4ee5\u83b7\u53d6\u6280\u672f\u652f\u6301\uff0c\u8fd8\u80fd\u5efa\u7acb\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u3002<\/p>\n<\/p>\n

            \n
          1. \n

            \u793e\u533a\u53c2\u4e0e<\/strong>\uff1a\u901a\u8fc7\u53c2\u4e0ePython\u793e\u533a\uff0c\u521b\u4e1a\u8005\u53ef\u4ee5\u83b7\u5f97\u6700\u65b0\u7684\u6280\u672f\u52a8\u6001\u548c\u884c\u4e1a\u8d8b\u52bf\uff0c\u5e76\u4e0e\u5176\u4ed6\u5f00\u53d1\u8005\u5171\u4eab\u7ecf\u9a8c\u548c\u89c1\u89e3\u3002\u793e\u533a\u6d3b\u52a8\u5982PyCon\u3001Hackathon\u7b49\u90fd\u662f\u62d3\u5c55\u4eba\u8109\u548c\u83b7\u53d6\u7075\u611f\u7684\u7edd\u4f73\u5e73\u53f0\u3002<\/p>\n<\/p>\n<\/li>\n

          2. \n

            \u5f00\u6e90\u9879\u76ee\u8d21\u732e<\/strong>\uff1a\u521b\u4e1a\u8005\u53ef\u4ee5\u901a\u8fc7\u8d21\u732e\u5f00\u6e90\u9879\u76ee\uff0c\u63d0\u5347\u516c\u53f8\u7684\u6280\u672f\u5f62\u8c61\u548c\u5f71\u54cd\u529b\u3002\u8fd9\u4e0d\u4ec5\u6709\u52a9\u4e8e\u5438\u5f15\u4f18\u79c0\u7684\u5f00\u53d1\u8005\u52a0\u5165\u56e2\u961f\uff0c\u8fd8\u80fd\u4fc3\u8fdb\u516c\u53f8\u5185\u90e8\u7684\u6280\u672f\u8fdb\u6b65\u548c\u521b\u65b0\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

            \u516d\u3001\u5b9e\u6218\u6848\u4f8b\u5206\u6790<\/p>\n<\/p>\n

            \u901a\u8fc7\u5206\u6790\u6210\u529f\u6848\u4f8b\uff0c\u521b\u4e1a\u8005\u53ef\u4ee5\u66f4\u597d\u5730\u7406\u89e3\u5982\u4f55\u5229\u7528Python\u5b9e\u73b0\u521b\u4e1a\u76ee\u6807\u3002<\/p>\n<\/p>\n

              \n
            1. \n

              \u6848\u4f8b\u4e00\uff1a\u6570\u636e\u5206\u6790\u521d\u521b\u516c\u53f8<\/strong>\uff1a\u67d0\u6570\u636e\u5206\u6790\u521d\u521b\u516c\u53f8\u5229\u7528Python\u7684pandas\u548cNumPy\u5e93\uff0c\u5feb\u901f\u642d\u5efa\u4e86\u4e00\u5957\u5e02\u573a\u5206\u6790\u5de5\u5177\uff0c\u5e2e\u52a9\u5ba2\u6237\u8fdb\u884c\u7cbe\u51c6\u7684\u5e02\u573a\u9884\u6d4b\u548c\u7b56\u7565\u8c03\u6574\u3002\u901a\u8fc7Python\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u8be5\u516c\u53f8\u5728\u77ed\u65f6\u95f4\u5185\u83b7\u5f97\u4e86\u5927\u91cf\u5ba2\u6237\u5e76\u8fc5\u901f\u6269\u5c55\u4e1a\u52a1\u3002<\/p>\n<\/p>\n<\/li>\n

            2. \n

              \u6848\u4f8b\u4e8c\uff1a\u81ea\u52a8\u5316\u670d\u52a1\u5e73\u53f0<\/strong>\uff1a\u4e00\u5bb6\u63d0\u4f9b\u81ea\u52a8\u5316\u670d\u52a1\u7684\u5e73\u53f0\u516c\u53f8\uff0c\u4f7f\u7528Python\u5f00\u53d1\u4e86\u4e00\u5957\u81ea\u52a8\u5316\u811a\u672c\u7ba1\u7406\u7cfb\u7edf\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7528\u6237\u5b9e\u73b0\u4e1a\u52a1\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\u3002\u8be5\u5e73\u53f0\u901a\u8fc7Python\u7684\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u63d0\u4f9b\u4e86\u4fbf\u6377\u7684\u670d\u52a1\u63a5\u53e3\u548c\u4e30\u5bcc\u7684\u529f\u80fd\u6a21\u5757\uff0c\u8fc5\u901f\u5360\u9886\u5e02\u573a\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

              \u4e03\u3001\u672a\u6765\u53d1\u5c55\u8d8b\u52bf<\/p>\n<\/p>\n

              \u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cPython\u5728\u521b\u4e1a\u9886\u57df\u7684\u5e94\u7528\u524d\u666f\u5e7f\u9614\u3002\u521b\u4e1a\u8005\u9700\u8981\u5173\u6ce8\u6280\u672f\u8d8b\u52bf\uff0c\u6293\u4f4f\u673a\u9047\uff0c\u63a8\u52a8\u4e1a\u52a1\u521b\u65b0\u3002<\/p>\n<\/p>\n

                \n
              1. \n

                \u4eba\u5de5\u667a\u80fd\u7684\u6df1\u5165\u5e94\u7528<\/strong>\uff1a\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u6210\u719f\uff0cPython\u5728\u8fd9\u4e00\u9886\u57df\u7684\u5e94\u7528\u5c06\u66f4\u52a0\u5e7f\u6cdb\u3002\u521b\u4e1a\u8005\u53ef\u4ee5\u901a\u8fc7Python\u5f00\u53d1\u667a\u80fd\u4ea7\u54c1\uff0c\u6ee1\u8db3\u5e02\u573a\u5bf9\u667a\u80fd\u5316\u89e3\u51b3\u65b9\u6848\u7684\u9700\u6c42\u3002<\/p>\n<\/p>\n<\/li>\n

              2. \n

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                \u516b\u3001\u603b\u7ed3<\/p>\n<\/p>\n

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