{"id":1096828,"date":"2025-01-08T15:05:23","date_gmt":"2025-01-08T07:05:23","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1096828.html"},"modified":"2025-01-08T15:05:25","modified_gmt":"2025-01-08T07:05:25","slug":"python%e5%a6%82%e4%bd%95%e7%bc%96%e5%86%99%e5%ae%8c%e6%95%b4%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1096828.html","title":{"rendered":"python\u5982\u4f55\u7f16\u5199\u5b8c\u6574\u5e94\u7528\u7a0b\u5e8f"},"content":{"rendered":"

\"python\u5982\u4f55\u7f16\u5199\u5b8c\u6574\u5e94\u7528\u7a0b\u5e8f\"<\/p>\n

\u7f16\u5199\u5b8c\u6574\u5e94\u7528\u7a0b\u5e8f\u7684\u6838\u5fc3\u6b65\u9aa4\u5305\u62ec\uff1a\u9009\u62e9\u9002\u5408\u7684\u5f00\u53d1\u73af\u5883\u3001\u8bbe\u8ba1\u5e94\u7528\u67b6\u6784\u3001\u4f7f\u7528\u5e93\u548c\u6846\u67b6\u3001\u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801\u3001\u90e8\u7f72\u5e94\u7528\u3002<\/strong> \u5728\u5b9e\u9645\u64cd\u4f5c\u4e2d\uff0c\u9009\u62e9\u9002\u5408\u7684\u5f00\u53d1\u73af\u5883\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u76f4\u63a5\u5f71\u54cd\u5f00\u53d1\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u8be6\u7ec6\u63cf\u8ff0\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u5f00\u53d1\u73af\u5883\u3002<\/p>\n<\/p>\n

\u9009\u62e9\u9002\u5408\u7684\u5f00\u53d1\u73af\u5883\u4e0d\u4ec5\u4ec5\u662f\u9009\u62e9\u4e00\u4e2a\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\uff0c\u8fd8\u5305\u62ec\u9009\u62e9\u9002\u5408\u7684\u64cd\u4f5c\u7cfb\u7edf\u3001\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u4ee5\u53ca\u76f8\u5173\u7684\u5de5\u5177\u548c\u5e93\u3002\u4e00\u4e2a\u597d\u7684\u5f00\u53d1\u73af\u5883\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u9ad8\u6548\u5730\u7f16\u5199\u3001\u8c03\u8bd5\u548c\u90e8\u7f72\u4ee3\u7801\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u9009\u62e9\u5f00\u53d1\u73af\u5883<\/h3>\n<\/p>\n

\u9009\u62e9\u9002\u5408\u7684\u5f00\u53d1\u73af\u5883\u662f\u7f16\u5199\u5b8c\u6574\u5e94\u7528\u7a0b\u5e8f\u7684\u7b2c\u4e00\u6b65\u3002\u5f00\u53d1\u73af\u5883\u5305\u62ec\u64cd\u4f5c\u7cfb\u7edf\u3001IDE\u3001\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u3001\u5e93\u548c\u6846\u67b6\u7b49\u3002<\/p>\n<\/p>\n

1. \u64cd\u4f5c\u7cfb\u7edf<\/h4>\n<\/p>\n

\u9009\u62e9\u4e00\u4e2a\u5408\u9002\u7684\u64cd\u4f5c\u7cfb\u7edf\u662f\u5f00\u53d1\u7684\u57fa\u7840\u3002\u5e38\u89c1\u7684\u64cd\u4f5c\u7cfb\u7edf\u6709Windows\u3001macOS\u548cLinux\u3002\u5bf9\u4e8ePython\u5f00\u53d1\u8005\uff0cLinux\u548cmacOS\u901a\u5e38\u662f\u9996\u9009\uff0c\u56e0\u4e3a\u5b83\u4eec\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u547d\u4ee4\u884c\u5de5\u5177\u548c\u5305\u7ba1\u7406\u5668\u652f\u6301\u3002\u4f46Windows\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5b89\u88c5WSL\uff08Windows Subsystem for Linux\uff09\u6765\u63d0\u4f9b\u7c7b\u4f3cLinux\u7684\u5f00\u53d1\u73af\u5883\u3002<\/p>\n<\/p>\n

2. \u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09<\/h4>\n<\/p>\n

\u4e00\u4e2a\u597d\u7684IDE\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002\u5e38\u89c1\u7684Python IDE\u6709PyCharm\u3001Visual Studio Code\u3001Atom\u7b49\u3002\u9009\u62e9\u4e00\u4e2a\u5408\u9002\u7684IDE\u53d6\u51b3\u4e8e\u5f00\u53d1\u8005\u7684\u4e2a\u4eba\u4e60\u60ef\u548c\u9879\u76ee\u9700\u6c42\u3002PyCharm\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u4ee3\u7801\u8865\u5168\u3001\u8c03\u8bd5\u548c\u6d4b\u8bd5\u5de5\u5177\uff0c\u975e\u5e38\u9002\u5408\u5927\u578b\u9879\u76ee\uff1bVisual Studio Code\u5219\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u7f16\u8f91\u5668\uff0c\u9002\u5408\u5feb\u901f\u5f00\u53d1\u548c\u539f\u578b\u8bbe\u8ba1\u3002<\/p>\n<\/p>\n

3. \u7248\u672c\u63a7\u5236\u7cfb\u7edf<\/h4>\n<\/p>\n

\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u662f\u56e2\u961f\u534f\u4f5c\u5f00\u53d1\u7684\u57fa\u7840\u3002Git\u662f\u6700\u5e38\u7528\u7684\u7248\u672c\u63a7\u5236\u7cfb\u7edf\uff0c\u901a\u8fc7GitHub\u3001GitLab\u7b49\u5e73\u53f0\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u4ee3\u7801\u6258\u7ba1\u548c\u534f\u4f5c\u5f00\u53d1\u3002\u5b66\u4e60\u5982\u4f55\u4f7f\u7528Git\u8fdb\u884c\u4ee3\u7801\u7ba1\u7406\u548c\u7248\u672c\u63a7\u5236\u662f\u6bcf\u4e2a\u5f00\u53d1\u8005\u7684\u5fc5\u5907\u6280\u80fd\u3002<\/p>\n<\/p>\n

4. \u5e93\u548c\u6846\u67b6<\/h4>\n<\/p>\n

\u9009\u62e9\u9002\u5408\u7684\u5e93\u548c\u6846\u67b6\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002\u5e38\u89c1\u7684Python\u5e93\u548c\u6846\u67b6\u6709Django\u3001Flask\u3001Pandas\u3001NumPy\u7b49\u3002\u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\u548c\u6846\u67b6\uff0c\u5e76\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u5b83\u4eec\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u5b9e\u73b0\u529f\u80fd\u5e76\u4fdd\u8bc1\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u8bbe\u8ba1\u5e94\u7528\u67b6\u6784<\/h3>\n<\/p>\n

\u5728\u9009\u62e9\u597d\u5f00\u53d1\u73af\u5883\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u8bbe\u8ba1\u5e94\u7528\u67b6\u6784\u3002\u4e00\u4e2a\u597d\u7684\u5e94\u7528\u67b6\u6784\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u597d\u5730\u7ec4\u7ec7\u4ee3\u7801\u3001\u63d0\u9ad8\u4ee3\u7801\u53ef\u7ef4\u62a4\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002<\/p>\n<\/p>\n

1. \u6a21\u5757\u5316\u8bbe\u8ba1<\/h4>\n<\/p>\n

\u5c06\u5e94\u7528\u7a0b\u5e8f\u5206\u89e3\u4e3a\u591a\u4e2a\u6a21\u5757\uff0c\u6bcf\u4e2a\u6a21\u5757\u8d1f\u8d23\u7279\u5b9a\u7684\u529f\u80fd\u3002\u8fd9\u6837\u53ef\u4ee5\u4f7f\u4ee3\u7801\u7ed3\u6784\u66f4\u52a0\u6e05\u6670\uff0c\u4fbf\u4e8e\u7ef4\u62a4\u548c\u6269\u5c55\u3002Python\u7684\u6a21\u5757\u548c\u5305\u673a\u5236\u53ef\u4ee5\u65b9\u4fbf\u5730\u5b9e\u73b0\u6a21\u5757\u5316\u8bbe\u8ba1\u3002<\/p>\n<\/p>\n

2. \u9762\u5411\u5bf9\u8c61\u7f16\u7a0b<\/h4>\n<\/p>\n

\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\uff08OOP\uff09\u662f\u4e00\u79cd\u5e38\u7528\u7684\u7f16\u7a0b\u8303\u5f0f\uff0c\u901a\u8fc7\u7c7b\u548c\u5bf9\u8c61\u6765\u7ec4\u7ec7\u4ee3\u7801\u3002OOP\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u91cd\u7528\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002\u5b66\u4e60\u5982\u4f55\u5728Python\u4e2d\u4f7f\u7528\u7c7b\u548c\u5bf9\u8c61\u8fdb\u884c\u7f16\u7a0b\uff0c\u662f\u7f16\u5199\u9ad8\u8d28\u91cf\u4ee3\u7801\u7684\u57fa\u7840\u3002<\/p>\n<\/p>\n

3. \u8bbe\u8ba1\u6a21\u5f0f<\/h4>\n<\/p>\n

\u8bbe\u8ba1\u6a21\u5f0f\u662f\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\u7684\u5e38\u7528\u65b9\u6cd5\u548c\u6700\u4f73\u5b9e\u8df5\u3002\u5e38\u89c1\u7684\u8bbe\u8ba1\u6a21\u5f0f\u6709\u5355\u4f8b\u6a21\u5f0f\u3001\u5de5\u5382\u6a21\u5f0f\u3001\u89c2\u5bdf\u8005\u6a21\u5f0f\u7b49\u3002\u5b66\u4e60\u548c\u4f7f\u7528\u8bbe\u8ba1\u6a21\u5f0f\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u7f16\u5199\u66f4\u9ad8\u6548\u3001\u53ef\u7ef4\u62a4\u7684\u4ee3\u7801\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u4f7f\u7528\u5e93\u548c\u6846\u67b6<\/h3>\n<\/p>\n

\u9009\u62e9\u5408\u9002\u7684\u5e93\u548c\u6846\u67b6\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002\u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\u548c\u6846\u67b6\uff0c\u5e76\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u5b83\u4eec\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u5b9e\u73b0\u529f\u80fd\u5e76\u4fdd\u8bc1\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n

1. Web\u5f00\u53d1\u6846\u67b6<\/h4>\n<\/p>\n

\u5e38\u89c1\u7684Python Web\u5f00\u53d1\u6846\u67b6\u6709Django\u548cFlask\u3002Django\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u5168\u6808\u6846\u67b6\uff0c\u9002\u5408\u5927\u578bWeb\u5e94\u7528\u7684\u5f00\u53d1\uff1bFlask\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u5fae\u6846\u67b6\uff0c\u9002\u5408\u5c0f\u578bWeb\u5e94\u7528\u548c\u5feb\u901f\u539f\u578b\u8bbe\u8ba1\u3002<\/p>\n<\/p>\n

2. \u6570\u636e\u5904\u7406\u5e93<\/h4>\n<\/p>\n

\u5e38\u89c1\u7684\u6570\u636e\u5904\u7406\u5e93\u6709Pandas\u548cNumPy\u3002Pandas\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u64cd\u4f5c\u548c\u5206\u6790\u529f\u80fd\uff0c\u9002\u5408\u6570\u636e\u5206\u6790\u548c\u5904\u7406\uff1bNumPy\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u6570\u503c\u8ba1\u7b97\u529f\u80fd\uff0c\u9002\u5408\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5904\u7406\u3002<\/p>\n<\/p>\n

3. \u673a\u5668\u5b66\u4e60<\/a>\u5e93<\/h4>\n<\/p>\n

\u5e38\u89c1\u7684\u673a\u5668\u5b66\u4e60\u5e93\u6709Scikit-learn\u3001TensorFlow\u548cPyTorch\u3002Scikit-learn\u63d0\u4f9b\u4e86\u7b80\u5355\u6613\u7528\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u548c\u5de5\u5177\uff0c\u9002\u5408\u521d\u5b66\u8005\u548c\u5feb\u901f\u539f\u578b\u8bbe\u8ba1\uff1bTensorFlow\u548cPyTorch\u662f\u6df1\u5ea6\u5b66\u4e60\u7684\u4e3b\u6d41\u6846\u67b6\uff0c\u9002\u5408\u590d\u6742\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5f00\u53d1\u3002<\/p>\n<\/p>\n

\u56db\u3001\u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801<\/h3>\n<\/p>\n

\u5728\u8bbe\u8ba1\u597d\u5e94\u7528\u67b6\u6784\u5e76\u9009\u62e9\u5408\u9002\u7684\u5e93\u548c\u6846\u67b6\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801\u3002\u7f16\u5199\u9ad8\u8d28\u91cf\u7684\u4ee3\u7801\u548c\u8fdb\u884c\u5145\u5206\u7684\u6d4b\u8bd5\u662f\u4fdd\u8bc1\u5e94\u7528\u7a0b\u5e8f\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u7684\u5173\u952e\u3002<\/p>\n<\/p>\n

1. \u7f16\u5199\u9ad8\u8d28\u91cf\u4ee3\u7801<\/h4>\n<\/p>\n

\u7f16\u5199\u9ad8\u8d28\u91cf\u4ee3\u7801\u7684\u5173\u952e\u662f\u9075\u5faa\u7f16\u7801\u89c4\u8303\u3001\u4fdd\u6301\u4ee3\u7801\u7b80\u6d01\u548c\u53ef\u8bfb\u3002Python\u7684\u7f16\u7801\u89c4\u8303\u662fPEP 8\uff0c\u5b66\u4e60\u548c\u9075\u5faaPEP 8\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u7f16\u5199\u9ad8\u8d28\u91cf\u7684\u4ee3\u7801\u3002<\/p>\n<\/p>\n

2. \u5355\u5143\u6d4b\u8bd5<\/h4>\n<\/p>\n

\u5355\u5143\u6d4b\u8bd5\u662f\u4fdd\u8bc1\u4ee3\u7801\u8d28\u91cf\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u5728\u4ee3\u7801\u4fee\u6539\u540e\u5feb\u901f\u9a8c\u8bc1\u4ee3\u7801\u7684\u6b63\u786e\u6027\u3002Python\u7684unittest\u6a21\u5757\u63d0\u4f9b\u4e86\u7b80\u5355\u6613\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u5de5\u5177\uff0c\u5b66\u4e60\u5982\u4f55\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\u662f\u6bcf\u4e2a\u5f00\u53d1\u8005\u7684\u5fc5\u5907\u6280\u80fd\u3002<\/p>\n<\/p>\n

3. \u6301\u7eed\u96c6\u6210<\/h4>\n<\/p>\n

\u6301\u7eed\u96c6\u6210\uff08CI\uff09\u662f\u4e00\u79cd\u8f6f\u4ef6\u5f00\u53d1\u5b9e\u8df5\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u7684\u6784\u5efa\u548c\u6d4b\u8bd5\u5de5\u5177\uff0c\u5728\u4ee3\u7801\u63d0\u4ea4\u540e\u7acb\u5373\u8fdb\u884c\u6784\u5efa\u548c\u6d4b\u8bd5\u3002\u5e38\u89c1\u7684\u6301\u7eed\u96c6\u6210\u5de5\u5177\u6709Jenkins\u3001Travis CI\u3001GitHub Actions\u7b49\u3002\u5b66\u4e60\u5982\u4f55\u914d\u7f6e\u548c\u4f7f\u7528\u6301\u7eed\u96c6\u6210\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u63d0\u9ad8\u4ee3\u7801\u8d28\u91cf\u548c\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<\/p>\n

\u4e94\u3001\u90e8\u7f72\u5e94\u7528<\/h3>\n<\/p>\n

\u5728\u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801\u540e\uff0c\u6700\u540e\u4e00\u6b65\u662f\u90e8\u7f72\u5e94\u7528\u3002\u90e8\u7f72\u5e94\u7528\u662f\u5c06\u5f00\u53d1\u5b8c\u6210\u7684\u5e94\u7528\u7a0b\u5e8f\u53d1\u5e03\u5230\u751f\u4ea7\u73af\u5883\u4e2d\uff0c\u4f9b\u7528\u6237\u4f7f\u7528\u3002<\/p>\n<\/p>\n

1. \u90e8\u7f72Web\u5e94\u7528<\/h4>\n<\/p>\n

\u90e8\u7f72Web\u5e94\u7528\u7684\u5e38\u7528\u65b9\u6cd5\u6709\u4f7f\u7528\u4e91\u670d\u52a1\uff08\u5982AWS\u3001GCP\u3001Azure\uff09\u3001\u4f7f\u7528\u5e73\u53f0\u5373\u670d\u52a1\uff08PaaS\uff0c\u5982Heroku\uff09\u548c\u81ea\u5efa\u670d\u52a1\u5668\u3002\u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u90e8\u7f72\u65b9\u6cd5\uff0c\u5e76\u5b66\u4e60\u5982\u4f55\u8fdb\u884c\u90e8\u7f72\uff0c\u662f\u4fdd\u8bc1\u5e94\u7528\u7a0b\u5e8f\u7a33\u5b9a\u8fd0\u884c\u7684\u91cd\u8981\u73af\u8282\u3002<\/p>\n<\/p>\n

2. \u90e8\u7f72\u6570\u636e\u5904\u7406\u548c\u673a\u5668\u5b66\u4e60\u5e94\u7528<\/h4>\n<\/p>\n

\u90e8\u7f72\u6570\u636e\u5904\u7406\u548c\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7684\u5e38\u7528\u65b9\u6cd5\u6709\u4f7f\u7528\u4e91\u670d\u52a1\uff08\u5982AWS Sagemaker\u3001GCP AI<\/a> Platform\uff09\u3001\u4f7f\u7528\u5bb9\u5668\u6280\u672f\uff08\u5982Docker\u3001Kubernetes\uff09\u548c\u81ea\u5efa\u670d\u52a1\u5668\u3002\u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u90e8\u7f72\u65b9\u6cd5\uff0c\u5e76\u5b66\u4e60\u5982\u4f55\u8fdb\u884c\u90e8\u7f72\uff0c\u662f\u4fdd\u8bc1\u5e94\u7528\u7a0b\u5e8f\u7a33\u5b9a\u8fd0\u884c\u7684\u91cd\u8981\u73af\u8282\u3002<\/p>\n<\/p>\n

\u516d\u3001\u7ef4\u62a4\u548c\u4f18\u5316<\/h3>\n<\/p>\n

\u5728\u5e94\u7528\u7a0b\u5e8f\u4e0a\u7ebf\u540e\uff0c\u7ef4\u62a4\u548c\u4f18\u5316\u662f\u4fdd\u8bc1\u5e94\u7528\u7a0b\u5e8f\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u7684\u91cd\u8981\u73af\u8282\u3002\u901a\u8fc7\u76d1\u63a7\u548c\u65e5\u5fd7\u5206\u6790\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\uff1b\u901a\u8fc7\u4ee3\u7801\u4f18\u5316\u548c\u6027\u80fd\u8c03\u4f18\uff0c\u63d0\u9ad8\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u548c\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<\/p>\n

1. \u76d1\u63a7\u548c\u65e5\u5fd7\u5206\u6790<\/h4>\n<\/p>\n

\u76d1\u63a7\u548c\u65e5\u5fd7\u5206\u6790\u662f\u7ef4\u62a4\u5e94\u7528\u7a0b\u5e8f\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u76d1\u63a7\u5de5\u5177\uff08\u5982Prometheus\u3001Grafana\uff09\u548c\u65e5\u5fd7\u5206\u6790\u5de5\u5177\uff08\u5982ELK Stack\uff09\uff0c\u53ef\u4ee5\u5b9e\u65f6\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u72b6\u6001\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<\/p>\n

2. \u4ee3\u7801\u4f18\u5316\u548c\u6027\u80fd\u8c03\u4f18<\/h4>\n<\/p>\n

\u4ee3\u7801\u4f18\u5316\u548c\u6027\u80fd\u8c03\u4f18\u662f\u63d0\u9ad8\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u5206\u6790\u4ee3\u7801\u7684\u74f6\u9888\uff0c\u8fdb\u884c\u4ee3\u7801\u4f18\u5316\u548c\u6027\u80fd\u8c03\u4f18\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u548c\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<\/p>\n

\u4e03\u3001\u56e2\u961f\u534f\u4f5c\u548c\u9879\u76ee\u7ba1\u7406<\/a><\/h3>\n<\/p>\n

\u5728\u5b9e\u9645\u5f00\u53d1\u4e2d\uff0c\u56e2\u961f\u534f\u4f5c\u548c\u9879\u76ee\u7ba1\u7406\u662f\u4fdd\u8bc1\u9879\u76ee\u987a\u5229\u8fdb\u884c\u7684\u91cd\u8981\u73af\u8282\u3002\u901a\u8fc7\u4f7f\u7528\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff08\u5982JIRA\u3001Trello\uff09\u548c\u56e2\u961f\u534f\u4f5c\u5de5\u5177\uff08\u5982Slack\u3001Microsoft Teams\uff09\uff0c\u53ef\u4ee5\u63d0\u9ad8\u56e2\u961f\u7684\u534f\u4f5c\u6548\u7387\u548c\u9879\u76ee\u7ba1\u7406\u6c34\u5e73\u3002<\/p>\n<\/p>\n

1. \u9879\u76ee\u7ba1\u7406<\/h4>\n<\/p>\n

\u9879\u76ee\u7ba1\u7406\u662f\u4fdd\u8bc1\u9879\u76ee\u987a\u5229\u8fdb\u884c\u7684\u91cd\u8981\u73af\u8282\u3002\u901a\u8fc7\u4f7f\u7528\u9879\u76ee\u7ba1\u7406\u5de5\u5177\uff08\u5982JIRA\u3001Trello\uff09\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u4efb\u52a1\u5206\u914d\u3001\u8fdb\u5ea6\u8ddf\u8e2a\u548c\u95ee\u9898\u7ba1\u7406\uff0c\u63d0\u9ad8\u9879\u76ee\u7ba1\u7406\u6c34\u5e73\u548c\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<\/p>\n

2. \u56e2\u961f\u534f\u4f5c<\/h4>\n<\/p>\n

\u56e2\u961f\u534f\u4f5c\u662f\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u4f7f\u7528\u56e2\u961f\u534f\u4f5c\u5de5\u5177\uff08\u5982Slack\u3001Microsoft Teams\uff09\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6c9f\u901a\u548c\u534f\u4f5c\uff0c\u63d0\u9ad8\u56e2\u961f\u7684\u534f\u4f5c\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n

\u516b\u3001\u5b66\u4e60\u548c\u6210\u957f<\/h3>\n<\/p>\n

\u5728\u5feb\u901f\u53d1\u5c55\u7684\u6280\u672f\u9886\u57df\uff0c\u5b66\u4e60\u548c\u6210\u957f\u662f\u6bcf\u4e2a\u5f00\u53d1\u8005\u7684\u5fc5\u5907\u6280\u80fd\u3002\u901a\u8fc7\u5b66\u4e60\u65b0\u6280\u672f\u3001\u53c2\u52a0\u6280\u672f\u4ea4\u6d41\u548c\u5206\u4eab\u7ecf\u9a8c\uff0c\u53ef\u4ee5\u4e0d\u65ad\u63d0\u9ad8\u81ea\u5df1\u7684\u6280\u672f\u6c34\u5e73\u548c\u5f00\u53d1\u80fd\u529b\u3002<\/p>\n<\/p>\n

1. \u5b66\u4e60\u65b0\u6280\u672f<\/h4>\n<\/p>\n

\u5b66\u4e60\u65b0\u6280\u672f\u662f\u63d0\u9ad8\u5f00\u53d1\u80fd\u529b\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u9605\u8bfb\u6280\u672f\u6587\u6863\u3001\u53c2\u52a0\u6280\u672f\u57f9\u8bad\u548c\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\uff0c\u53ef\u4ee5\u4e0d\u65ad\u5b66\u4e60\u548c\u638c\u63e1\u65b0\u6280\u672f\uff0c\u63d0\u9ad8\u81ea\u5df1\u7684\u6280\u672f\u6c34\u5e73\u548c\u5f00\u53d1\u80fd\u529b\u3002<\/p>\n<\/p>\n

2. \u53c2\u52a0\u6280\u672f\u4ea4\u6d41<\/h4>\n<\/p>\n

\u53c2\u52a0\u6280\u672f\u4ea4\u6d41\u662f\u5206\u4eab\u7ecf\u9a8c\u548c\u5b66\u4e60\u65b0\u6280\u672f\u7684\u91cd\u8981\u9014\u5f84\u3002\u901a\u8fc7\u53c2\u52a0\u6280\u672f\u4f1a\u8bae\u3001\u6280\u672f\u6c99\u9f99\u548c\u6280\u672f\u793e\u533a\uff0c\u53ef\u4ee5\u5206\u4eab\u7ecf\u9a8c\u548c\u5b66\u4e60\u65b0\u6280\u672f\uff0c\u63d0\u9ad8\u81ea\u5df1\u7684\u6280\u672f\u6c34\u5e73\u548c\u5f00\u53d1\u80fd\u529b\u3002<\/p>\n<\/p>\n

3. \u5206\u4eab\u7ecf\u9a8c<\/h4>\n<\/p>\n

\u5206\u4eab\u7ecf\u9a8c\u662f\u63d0\u9ad8\u81ea\u5df1\u548c\u4ed6\u4eba\u6280\u672f\u6c34\u5e73\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u64b0\u5199\u6280\u672f\u535a\u5ba2\u3001\u53d1\u8868\u6280\u672f\u6587\u7ae0\u548c\u53c2\u4e0e\u6280\u672f\u8bba\u575b\uff0c\u53ef\u4ee5\u5206\u4eab\u81ea\u5df1\u7684\u7ecf\u9a8c\u548c\u5b66\u4e60\u4ed6\u4eba\u7684\u7ecf\u9a8c\uff0c\u63d0\u9ad8\u81ea\u5df1\u7684\u6280\u672f\u6c34\u5e73\u548c\u5f00\u53d1\u80fd\u529b\u3002<\/p>\n<\/p>\n

\u4e5d\u3001\u6301\u7eed\u6539\u8fdb<\/h3>\n<\/p>\n

\u5728\u5b9e\u9645\u5f00\u53d1\u4e2d\uff0c\u6301\u7eed\u6539\u8fdb\u662f\u4fdd\u8bc1\u9879\u76ee\u957f\u671f\u7a33\u5b9a\u548c\u9ad8\u6548\u8fd0\u884c\u7684\u91cd\u8981\u73af\u8282\u3002\u901a\u8fc7\u4e0d\u65ad\u4f18\u5316\u4ee3\u7801\u3001\u6539\u8fdb\u5f00\u53d1\u6d41\u7a0b\u548c\u63d0\u9ad8\u56e2\u961f\u534f\u4f5c\u6548\u7387\uff0c\u53ef\u4ee5\u4e0d\u65ad\u63d0\u9ad8\u9879\u76ee\u7684\u8d28\u91cf\u548c\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<\/p>\n

1. \u4f18\u5316\u4ee3\u7801<\/h4>\n<\/p>\n

\u4f18\u5316\u4ee3\u7801\u662f\u63d0\u9ad8\u9879\u76ee\u8d28\u91cf\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u4ee3\u7801\u5ba1\u67e5<\/a>\u3001\u6027\u80fd\u5206\u6790\u548c\u4ee3\u7801\u91cd\u6784\uff0c\u53ef\u4ee5\u4e0d\u65ad\u4f18\u5316\u4ee3\u7801\uff0c\u63d0\u9ad8\u9879\u76ee\u7684\u8d28\u91cf\u548c\u6027\u80fd\u3002<\/p>\n<\/p>\n

2. \u6539\u8fdb\u5f00\u53d1\u6d41\u7a0b<\/h4>\n<\/p>\n

\u6539\u8fdb\u5f00\u53d1\u6d41\u7a0b\u662f\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u5f15\u5165\u654f\u6377\u5f00\u53d1<\/a>\u3001\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u4ea4\u4ed8\u7b49\u5f00\u53d1\u65b9\u6cd5\uff0c\u53ef\u4ee5\u4e0d\u65ad\u6539\u8fdb\u5f00\u53d1\u6d41\u7a0b\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u9879\u76ee\u8d28\u91cf\u3002<\/p>\n<\/p>\n

3. \u63d0\u9ad8\u56e2\u961f\u534f\u4f5c\u6548\u7387<\/h4>\n<\/p>\n

\u63d0\u9ad8\u56e2\u961f\u534f\u4f5c\u6548\u7387\u662f\u4fdd\u8bc1\u9879\u76ee\u987a\u5229\u8fdb\u884c\u7684\u91cd\u8981\u73af\u8282\u3002\u901a\u8fc7\u4f18\u5316\u56e2\u961f\u6c9f\u901a\u3001\u6539\u8fdb\u534f\u4f5c\u5de5\u5177\u548c\u63d0\u9ad8\u56e2\u961f\u6280\u80fd\uff0c\u53ef\u4ee5\u4e0d\u65ad\u63d0\u9ad8\u56e2\u961f\u7684\u534f\u4f5c\u6548\u7387\u548c\u9879\u76ee\u8d28\u91cf\u3002<\/p>\n<\/p>\n

\u5341\u3001\u603b\u7ed3<\/h3>\n<\/p>\n

\u7f16\u5199\u5b8c\u6574\u5e94\u7528\u7a0b\u5e8f\u662f\u4e00\u4e2a\u590d\u6742\u800c\u7cfb\u7edf\u7684\u8fc7\u7a0b\uff0c\u9700\u8981\u5f00\u53d1\u8005\u5177\u5907\u624e\u5b9e\u7684\u6280\u672f\u57fa\u7840\u548c\u4e30\u5bcc\u7684\u5b9e\u8df5\u7ecf\u9a8c\u3002\u901a\u8fc7\u9009\u62e9\u9002\u5408\u7684\u5f00\u53d1\u73af\u5883\u3001\u8bbe\u8ba1\u5e94\u7528\u67b6\u6784\u3001\u4f7f\u7528\u5e93\u548c\u6846\u67b6\u3001\u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801\u3001\u90e8\u7f72\u5e94\u7528\u3001\u7ef4\u62a4\u548c\u4f18\u5316\u3001\u56e2\u961f\u534f\u4f5c\u548c\u9879\u76ee\u7ba1\u7406\u3001\u5b66\u4e60\u548c\u6210\u957f\u3001\u6301\u7eed\u6539\u8fdb\uff0c\u53ef\u4ee5\u4e0d\u65ad\u63d0\u9ad8\u81ea\u5df1\u7684\u6280\u672f\u6c34\u5e73\u548c\u5f00\u53d1\u80fd\u529b\uff0c\u7f16\u5199\u51fa\u9ad8\u8d28\u91cf\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

\u5982\u4f55\u5f00\u59cb\u4f7f\u7528Python\u7f16\u5199\u5b8c\u6574\u7684\u5e94\u7528\u7a0b\u5e8f\uff1f<\/strong>
\u8981\u5f00\u59cb\u7f16\u5199\u5b8c\u6574\u7684Python\u5e94\u7528\u7a0b\u5e8f\uff0c\u9996\u5148\u9700\u8981\u9009\u62e9\u4e00\u4e2a\u5408\u9002\u7684\u5f00\u53d1\u73af\u5883\uff0c\u5982PyCharm\u3001VS Code\u6216Jupyter Notebook\u3002\u786e\u4fdd\u5b89\u88c5\u4e86Python\u53ca\u5176\u4f9d\u8d56\u5e93\u3002\u63a5\u4e0b\u6765\uff0c\u53ef\u4ee5\u6839\u636e\u9879\u76ee\u9700\u6c42\u8bbe\u8ba1\u5e94\u7528\u7a0b\u5e8f\u7684\u7ed3\u6784\uff0c\u901a\u5e38\u5305\u62ec\u6a21\u578b\u3001\u89c6\u56fe\u548c\u63a7\u5236\u5668\u3002\u901a\u8fc7\u6a21\u5757\u5316\u7f16\u7a0b\uff0c\u5c06\u529f\u80fd\u5206\u89e3\u4e3a\u591a\u4e2a\u53ef\u91cd\u7528\u7684\u7ec4\u4ef6\uff0c\u63d0\u5347\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u548c\u6269\u5c55\u6027\u3002<\/p>\n

\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u6846\u67b6\u6765\u5f00\u53d1Python\u5e94\u7528\u7a0b\u5e8f\uff1f<\/strong>
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