{"id":995966,"date":"2024-12-27T09:09:15","date_gmt":"2024-12-27T01:09:15","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/995966.html"},"modified":"2024-12-27T09:09:19","modified_gmt":"2024-12-27T01:09:19","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e5%81%9a%e9%a1%b9%e7%9b%ae","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/995966.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528python\u505a\u9879\u76ee"},"content":{"rendered":"

\"\u5982\u4f55\u4f7f\u7528python\u505a\u9879\u76ee\"<\/p>\n

\u4f7f\u7528Python\u505a\u9879\u76ee\u65f6\uff0c\u9996\u5148\u8981\u660e\u786e\u9879\u76ee\u76ee\u6807\u3001\u9009\u62e9\u5408\u9002\u7684\u6846\u67b6\u4e0e\u5e93\u3001\u8fdb\u884c\u8be6\u7ec6\u7684\u9700\u6c42\u5206\u6790\u3001\u6784\u5efa\u9879\u76ee\u7ed3\u6784\u3001\u7f16\u5199\u4ee3\u7801\u5e76\u8fdb\u884c\u6d4b\u8bd5\u3001\u6301\u7eed\u96c6\u6210\u4e0e\u4ea4\u4ed8\u3001\u7ef4\u62a4\u4e0e\u66f4\u65b0\u3002\u660e\u786e\u9879\u76ee\u76ee\u6807\u662f\u5173\u952e\uff0c\u5b83\u51b3\u5b9a\u4e86\u9879\u76ee\u7684\u65b9\u5411\u548c\u6700\u7ec8\u7684\u6210\u6548\u3002<\/strong><\/p>\n<\/p>\n

\u5728\u660e\u786e\u9879\u76ee\u76ee\u6807\u65f6\uff0c\u9996\u5148\u8981\u6e05\u695a\u9879\u76ee\u7684\u9700\u6c42\u548c\u6700\u7ec8\u7684\u4ea4\u4ed8\u6210\u679c\u3002\u8fd9\u5305\u62ec\u529f\u80fd\u9700\u6c42\u3001\u6027\u80fd\u9700\u6c42\u3001\u7528\u6237\u4f53\u9a8c\u4ee5\u53ca\u6280\u672f\u9650\u5236\u7b49\u3002\u660e\u786e\u7684\u76ee\u6807\u4e0d\u4ec5\u80fd\u6307\u5bfc\u5f00\u53d1\u8fc7\u7a0b\uff0c\u8fd8\u80fd\u5e2e\u52a9\u56e2\u961f\u5728\u9047\u5230\u95ee\u9898\u65f6\u4fdd\u6301\u4e00\u81f4\u7684\u65b9\u5411\u3002\u63a5\u4e0b\u6765\uff0c\u5c31\u8ba9\u6211\u4eec\u6df1\u5165\u4e86\u89e3\u5982\u4f55\u4f7f\u7528Python\u8fdb\u884c\u9879\u76ee\u5f00\u53d1\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u660e\u786e\u9879\u76ee\u76ee\u6807<\/p>\n<\/p>\n

\u5728\u5f00\u59cbPython\u9879\u76ee\u4e4b\u524d\uff0c\u4e86\u89e3\u9879\u76ee\u7684\u80cc\u666f\u548c\u76ee\u6807\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u9879\u76ee\u76ee\u6807\u53ef\u4ee5\u662f\u4e00\u4e2a\u65b0\u4ea7\u54c1\u7684\u5f00\u53d1\u3001\u4e00\u4e2a\u73b0\u6709\u7cfb\u7edf\u7684\u6539\u8fdb\uff0c\u6216\u8005\u662f\u4e00\u4e2a\u7814\u7a76\u8bfe\u9898\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u3002\u9879\u76ee\u76ee\u6807\u7684\u660e\u786e\u5c06\u76f4\u63a5\u5f71\u54cd\u9879\u76ee\u7684\u67b6\u6784\u8bbe\u8ba1\u3001\u6280\u672f\u9009\u578b\u548c\u5f00\u53d1\u6d41\u7a0b\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u9700\u6c42\u5206\u6790<\/strong>\uff1a\u5728\u660e\u786e\u9879\u76ee\u76ee\u6807\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9700\u6c42\u5206\u6790\u662f\u7b2c\u4e00\u6b65\u3002\u8fd9\u6d89\u53ca\u5230\u529f\u80fd\u9700\u6c42\u3001\u6027\u80fd\u9700\u6c42\u3001\u7528\u6237\u4f53\u9a8c\u9700\u6c42\u7b49\u3002\u660e\u786e\u9700\u6c42\u53ef\u4ee5\u5e2e\u52a9\u56e2\u961f\u66f4\u597d\u5730\u7406\u89e3\u9879\u76ee\u7684\u671f\u671b\u7ed3\u679c\uff0c\u5e76\u4e3a\u540e\u7eed\u7684\u6280\u672f\u9009\u578b\u63d0\u4f9b\u4f9d\u636e\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u6280\u672f\u8c03\u7814<\/strong>\uff1a\u5728\u9700\u6c42\u660e\u786e\u4e4b\u540e\uff0c\u6280\u672f\u8c03\u7814\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u4e86\u89e3\u5b9e\u73b0\u8fd9\u4e9b\u9700\u6c42\u6240\u9700\u7684\u6280\u672f\u6808\u548c\u5de5\u5177\u3002Python\u6709\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\u53ef\u4f9b\u9009\u62e9\uff0c\u5982Django\u3001Flask\u3001Pandas\u3001NumPy\u7b49\u3002\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u53ef\u4ee5\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u9879\u76ee\u8d28\u91cf\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u9009\u62e9\u5408\u9002\u7684\u6846\u67b6\u4e0e\u5e93<\/p>\n<\/p>\n

    Python\u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u5176\u4e30\u5bcc\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u6709\u5f88\u591a\u6846\u67b6\u548c\u5e93\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u5b9e\u73b0\u529f\u80fd\u3002\u6839\u636e\u9879\u76ee\u7c7b\u578b\u548c\u9700\u6c42\uff0c\u9009\u62e9\u5408\u9002\u7684\u6846\u67b6\u548c\u5e93\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n

      \n
    1. \n

      Web\u9879\u76ee<\/strong>\uff1a\u5bf9\u4e8eWeb\u9879\u76ee\uff0cDjango\u548cFlask\u662f\u6700\u6d41\u884c\u7684\u4e24\u4e2a\u6846\u67b6\u3002Django\u9002\u5408\u5927\u578b\u9879\u76ee\uff0c\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u529f\u80fd\u548c\u5b89\u5168\u6027\uff0c\u800cFlask\u5219\u66f4\u8f7b\u91cf\uff0c\u9002\u5408\u5c0f\u578b\u548c\u4e2d\u578b\u9879\u76ee\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      \u6570\u636e\u79d1\u5b66\u9879\u76ee<\/strong>\uff1a\u5728\u6570\u636e\u79d1\u5b66\u9886\u57df\uff0cPandas\u3001NumPy\u3001SciPy\u3001Matplotlib\u3001Seaborn\u7b49\u5e93\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u5b83\u4eec\u63d0\u4f9b\u4e86\u6570\u636e\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u5f3a\u5927\u529f\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u8fdb\u884c\u8be6\u7ec6\u7684\u9700\u6c42\u5206\u6790<\/p>\n<\/p>\n

      \u9700\u6c42\u5206\u6790\u662f\u9879\u76ee\u6210\u529f\u7684\u57fa\u77f3\u3002\u8be6\u7ec6\u7684\u9700\u6c42\u5206\u6790\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u7406\u89e3\u9879\u76ee\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u5e76\u4e3a\u9879\u76ee\u7684\u8bbe\u8ba1\u548c\u5b9e\u73b0\u63d0\u4f9b\u6307\u5bfc\u3002<\/p>\n<\/p>\n

        \n
      1. \n

        \u529f\u80fd\u9700\u6c42<\/strong>\uff1a\u529f\u80fd\u9700\u6c42\u5b9a\u4e49\u4e86\u7cfb\u7edf\u5fc5\u987b\u5177\u5907\u7684\u529f\u80fd\u3002\u8fd9\u5305\u62ec\u7528\u6237\u53ef\u4ee5\u6267\u884c\u7684\u64cd\u4f5c\u3001\u7cfb\u7edf\u54cd\u5e94\u7684\u884c\u4e3a\u7b49\u3002\u529f\u80fd\u9700\u6c42\u901a\u5e38\u901a\u8fc7\u7528\u6237\u6545\u4e8b<\/a>\u6216\u7528\u4f8b\u6765\u8868\u793a\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u975e\u529f\u80fd\u9700\u6c42<\/strong>\uff1a\u975e\u529f\u80fd\u9700\u6c42\u5305\u62ec\u6027\u80fd\u9700\u6c42\u3001\u5b89\u5168\u6027\u9700\u6c42\u3001\u53ef\u7528\u6027\u9700\u6c42\u7b49\u3002\u8fd9\u4e9b\u9700\u6c42\u867d\u7136\u4e0d\u76f4\u63a5\u5f71\u54cd\u7cfb\u7edf\u7684\u529f\u80fd\uff0c\u4f46\u5bf9\u7cfb\u7edf\u7684\u8d28\u91cf\u548c\u7528\u6237\u4f53\u9a8c\u6709\u91cd\u8981\u5f71\u54cd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u56db\u3001\u6784\u5efa\u9879\u76ee\u7ed3\u6784<\/p>\n<\/p>\n

        \u826f\u597d\u7684\u9879\u76ee\u7ed3\u6784\u662f\u9879\u76ee\u6210\u529f\u7684\u5173\u952e\u56e0\u7d20\u4e4b\u4e00\u3002\u4e00\u4e2a\u6e05\u6670\u3001\u5408\u7406\u7684\u9879\u76ee\u7ed3\u6784\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\uff0c\u51cf\u5c11\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u7684\u9519\u8bef\u3002<\/p>\n<\/p>\n

          \n
        1. \n

          \u76ee\u5f55\u7ed3\u6784<\/strong>\uff1a\u5728Python\u9879\u76ee\u4e2d\uff0c\u901a\u5e38\u91c7\u7528\u6a21\u5757\u5316\u7684\u76ee\u5f55\u7ed3\u6784\u3002\u8fd9\u5305\u62ec\u5c06\u4ee3\u7801\u5206\u6210\u591a\u4e2a\u6a21\u5757\uff0c\u6bcf\u4e2a\u6a21\u5757\u8d1f\u8d23\u4e0d\u540c\u7684\u529f\u80fd\u6216\u903b\u8f91\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          \u4ee3\u7801\u89c4\u8303<\/strong>\uff1a\u9075\u5faa\u4ee3\u7801\u89c4\u8303\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u4e00\u81f4\u6027\u3002Python\u793e\u533a\u901a\u5e38\u9075\u5faaPEP 8\u7f16\u7801\u89c4\u8303\uff0c\u5305\u62ec\u547d\u540d\u7ea6\u5b9a\u3001\u4ee3\u7801\u683c\u5f0f\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

          \u4e94\u3001\u7f16\u5199\u4ee3\u7801\u5e76\u8fdb\u884c\u6d4b\u8bd5<\/p>\n<\/p>\n

          \u7f16\u5199\u4ee3\u7801\u662f\u9879\u76ee\u5f00\u53d1\u7684\u6838\u5fc3\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u5f00\u53d1\u8005\u9700\u8981\u5c06\u9700\u6c42\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u4ee3\u7801\u5b9e\u73b0\uff0c\u5e76\u786e\u4fdd\u4ee3\u7801\u7684\u6b63\u786e\u6027\u548c\u6548\u7387\u3002<\/p>\n<\/p>\n

            \n
          1. \n

            \u5355\u5143\u6d4b\u8bd5<\/strong>\uff1a\u5355\u5143\u6d4b\u8bd5\u662f\u9a8c\u8bc1\u4ee3\u7801\u6b63\u786e\u6027\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u9a8c\u8bc1\u4ee3\u7801\u7684\u6bcf\u4e2a\u529f\u80fd\u5355\u5143\u662f\u5426\u6309\u7167\u9884\u671f\u5de5\u4f5c\u3002<\/p>\n<\/p>\n<\/li>\n

          2. \n

            \u96c6\u6210\u6d4b\u8bd5<\/strong>\uff1a\u5728\u5355\u5143\u6d4b\u8bd5\u7684\u57fa\u7840\u4e0a\uff0c\u96c6\u6210\u6d4b\u8bd5\u9a8c\u8bc1\u591a\u4e2a\u6a21\u5757\u7684\u534f\u540c\u5de5\u4f5c\u662f\u5426\u6b63\u5e38\u3002\u96c6\u6210\u6d4b\u8bd5\u53ef\u4ee5\u5e2e\u52a9\u53d1\u73b0\u6a21\u5757\u95f4\u7684\u63a5\u53e3\u95ee\u9898\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

            \u516d\u3001\u6301\u7eed\u96c6\u6210\u4e0e\u4ea4\u4ed8<\/p>\n<\/p>\n

            \u6301\u7eed\u96c6\u6210\uff08CI\uff09\u548c\u6301\u7eed\u4ea4\u4ed8\uff08CD\uff09\u662f\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u7684\u6700\u4f73\u5b9e\u8df5\u3002\u5b83\u4eec\u53ef\u4ee5\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u8f6f\u4ef6\u8d28\u91cf\uff0c\u51cf\u5c11\u4ea4\u4ed8\u98ce\u9669\u3002<\/p>\n<\/p>\n

              \n
            1. \n

              \u6301\u7eed\u96c6\u6210<\/strong>\uff1a\u6301\u7eed\u96c6\u6210\u662f\u6307\u5728\u4ee3\u7801\u63d0\u4ea4\u540e\uff0c\u81ea\u52a8\u5316\u5730\u6784\u5efa\u548c\u6d4b\u8bd5\u9879\u76ee\u3002\u901a\u8fc7CI\u5de5\u5177\uff08\u5982Jenkins\u3001Travis CI\uff09\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u548c\u4fee\u590d\u95ee\u9898\u3002<\/p>\n<\/p>\n<\/li>\n

            2. \n

              \u6301\u7eed\u4ea4\u4ed8<\/strong>\uff1a\u6301\u7eed\u4ea4\u4ed8\u662f\u5728\u6301\u7eed\u96c6\u6210\u7684\u57fa\u7840\u4e0a\uff0c\u81ea\u52a8\u5316\u5730\u5c06\u8f6f\u4ef6\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\u3002CD\u53ef\u4ee5\u7f29\u77ed\u8f6f\u4ef6\u4ea4\u4ed8\u5468\u671f\uff0c\u63d0\u9ad8\u8f6f\u4ef6\u7684\u4ea4\u4ed8\u9891\u7387\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

              \u4e03\u3001\u7ef4\u62a4\u4e0e\u66f4\u65b0<\/p>\n<\/p>\n

              \u9879\u76ee\u4e0a\u7ebf\u540e\uff0c\u7ef4\u62a4\u548c\u66f4\u65b0\u662f\u4e0d\u53ef\u907f\u514d\u7684\u3002\u826f\u597d\u7684\u7ef4\u62a4\u548c\u66f4\u65b0\u53ef\u4ee5\u4fdd\u8bc1\u9879\u76ee\u7684\u957f\u671f\u7a33\u5b9a\u6027\u548c\u53ef\u7528\u6027\u3002<\/p>\n<\/p>\n

                \n
              1. \n

                \u9519\u8bef\u4fee\u590d<\/strong>\uff1a\u5728\u9879\u76ee\u8fd0\u884c\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u5404\u79cd\u9519\u8bef\u548c\u95ee\u9898\u3002\u53ca\u65f6\u7684\u9519\u8bef\u4fee\u590d\u53ef\u4ee5\u63d0\u9ad8\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u7cfb\u7edf\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n<\/li>\n

              2. \n

                \u529f\u80fd\u6269\u5c55<\/strong>\uff1a\u968f\u7740\u7528\u6237\u9700\u6c42\u7684\u53d8\u5316\uff0c\u9879\u76ee\u9700\u8981\u4e0d\u65ad\u8fdb\u884c\u529f\u80fd\u6269\u5c55\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u8fed\u4ee3\u5f00\u53d1\u7684\u65b9\u5f0f\uff0c\u9010\u6b65\u589e\u52a0\u65b0\u7684\u529f\u80fd\u548c\u7279\u6027\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

                \u5728\u6574\u4e2a\u9879\u76ee\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u826f\u597d\u7684\u6c9f\u901a\u548c\u534f\u4f5c\u662f\u6210\u529f\u7684\u5173\u952e\u3002\u901a\u8fc7\u4f7f\u7528\u654f\u6377\u5f00\u53d1<\/a>\u65b9\u6cd5\uff0c\u56e2\u961f\u53ef\u4ee5\u66f4\u7075\u6d3b\u5730\u5e94\u5bf9\u53d8\u5316\u548c\u6311\u6218\uff0c\u63d0\u9ad8\u9879\u76ee\u7684\u6210\u529f\u7387\u3002\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u80fd\u4e3a\u60a8\u63d0\u4f9b\u5173\u4e8e\u5982\u4f55\u4f7f\u7528Python\u8fdb\u884c\u9879\u76ee\u5f00\u53d1\u7684\u5168\u9762\u6307\u5bfc\u3002<\/p>\n<\/p>\n

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