{"id":1009527,"date":"2024-12-27T11:12:36","date_gmt":"2024-12-27T03:12:36","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1009527.html"},"modified":"2024-12-27T11:12:38","modified_gmt":"2024-12-27T03:12:38","slug":"%e5%a6%82%e4%bd%95%e6%90%ad%e5%bb%bapython%e9%a1%b9%e7%9b%ae%e6%9e%b6%e6%9e%84","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1009527.html","title":{"rendered":"\u5982\u4f55\u642d\u5efapython\u9879\u76ee\u67b6\u6784"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25084422\/fe4db563-3b1f-4ee7-9437-9ae3a20e51c6.webp\" alt=\"\u5982\u4f55\u642d\u5efapython\u9879\u76ee\u67b6\u6784\" \/><\/p>\n<p><p> \u642d\u5efaPython\u9879\u76ee\u67b6\u6784\u662f\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u81f3\u5173\u91cd\u8981\u7684\u4e00\u6b65\u3002<strong>\u4e00\u4e2a\u826f\u597d\u7684\u9879\u76ee\u67b6\u6784\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u53ef\u8bfb\u6027\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u9ad8\u6548\u5730\u534f\u4f5c\u3001\u652f\u6301\u6a21\u5757\u5316\u5f00\u53d1\u3001\u7b80\u5316\u90e8\u7f72\u548c\u6d4b\u8bd5\u6d41\u7a0b<\/strong>\u3002\u9996\u5148\uff0c\u4f60\u9700\u8981\u9009\u62e9\u5408\u9002\u7684\u9879\u76ee\u7ed3\u6784\uff0c\u6839\u636e\u9879\u76ee\u9700\u6c42\u51b3\u5b9a\u4f7f\u7528\u4f55\u79cd\u5de5\u5177\u548c\u5e93\u3002\u6b64\u5916\uff0c\u660e\u786e\u9879\u76ee\u7684\u529f\u80fd\u6a21\u5757\u3001\u7f16\u5199\u89c4\u8303\u7684\u6587\u6863\u3001\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u6301\u7eed\u96c6\u6210\u4e5f\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u642d\u5efaPython\u9879\u76ee\u67b6\u6784\u7684\u5404\u4e2a\u65b9\u9762\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u9009\u62e9\u5408\u9002\u7684\u9879\u76ee\u7ed3\u6784<\/p>\n<\/p>\n<p><p>\u9009\u62e9\u5408\u9002\u7684\u9879\u76ee\u7ed3\u6784\u662f\u642d\u5efaPython\u9879\u76ee\u67b6\u6784\u7684\u7b2c\u4e00\u6b65\u3002\u901a\u5e38\u6765\u8bf4\uff0cPython\u9879\u76ee\u6709\u51e0\u79cd\u5e38\u89c1\u7684\u76ee\u5f55\u7ed3\u6784\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u5355\u6a21\u5757\u9879\u76ee<\/strong>\uff1a\u9002\u7528\u4e8e\u5c0f\u578b\u9879\u76ee\u6216\u811a\u672c\uff0c\u901a\u5e38\u53ea\u6709\u4e00\u4e2aPython\u6587\u4ef6\u3002<\/li>\n<li><strong>\u591a\u6a21\u5757\u9879\u76ee<\/strong>\uff1a\u9002\u7528\u4e8e\u4e2d\u578b\u9879\u76ee\uff0c\u5305\u542b\u591a\u4e2aPython\u6587\u4ef6\u548c\u4e00\u4e2a<code>__init__.py<\/code>\u6587\u4ef6\u3002<\/li>\n<li><strong>\u5305\u9879\u76ee<\/strong>\uff1a\u9002\u7528\u4e8e\u5927\u578b\u9879\u76ee\uff0c\u5305\u542b\u591a\u4e2a\u5b50\u5305\u548c\u6a21\u5757\uff0c\u5177\u6709\u6e05\u6670\u7684\u5c42\u6b21\u7ed3\u6784\u3002<\/li>\n<\/ul>\n<p><p>\u9009\u62e9\u9879\u76ee\u7ed3\u6784\u65f6\uff0c\u5e94\u6839\u636e\u9879\u76ee\u7684\u89c4\u6a21\u3001\u590d\u6742\u6027\u548c\u56e2\u961f\u7684\u9700\u6c42\u6765\u51b3\u5b9a\u3002\u5bf9\u4e8e\u5927\u578b\u9879\u76ee\uff0c\u5efa\u8bae\u91c7\u7528\u5305\u9879\u76ee\u7ed3\u6784\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7ba1\u7406\u4ee3\u7801\u548c\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883\u7ba1\u7406\u4f9d\u8d56<\/p>\n<\/p>\n<p><p>\u5728Python\u9879\u76ee\u4e2d\uff0c\u4f7f\u7528\u865a\u62df\u73af\u5883\u6765\u7ba1\u7406\u4f9d\u8d56\u662f\u4e00\u4e2a\u826f\u597d\u7684\u5b9e\u8df5\u3002\u865a\u62df\u73af\u5883\u53ef\u4ee5\u9694\u79bb\u9879\u76ee\u7684\u4f9d\u8d56\uff0c\u907f\u514d\u4e0d\u540c\u9879\u76ee\u4e4b\u95f4\u7684\u51b2\u7a81\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u865a\u62df\u73af\u5883\u5de5\u5177\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>venv<\/strong>\uff1aPython\u81ea\u5e26\u7684\u865a\u62df\u73af\u5883\u5de5\u5177\uff0c\u7b80\u5355\u6613\u7528\u3002<\/li>\n<li><strong>virtualenv<\/strong>\uff1a\u529f\u80fd\u5f3a\u5927\u7684\u7b2c\u4e09\u65b9\u5de5\u5177\uff0c\u652f\u6301\u66f4\u591a\u7684\u914d\u7f6e\u9009\u9879\u3002<\/li>\n<li><strong>Conda<\/strong>\uff1a\u9002\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u9879\u76ee\uff0c\u652f\u6301\u7ba1\u7406Python\u7248\u672c\u548c\u5305\u3002<\/li>\n<\/ul>\n<p><p>\u521b\u5efa\u865a\u62df\u73af\u5883\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pip<\/code>\u6765\u5b89\u88c5\u9879\u76ee\u6240\u9700\u7684\u4f9d\u8d56\uff0c\u5e76\u901a\u8fc7<code>requirements.txt<\/code>\u6587\u4ef6\u8bb0\u5f55\u4f9d\u8d56\u5217\u8868\uff0c\u65b9\u4fbf\u56e2\u961f\u534f\u4f5c\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u6a21\u5757\u5316\u5f00\u53d1<\/p>\n<\/p>\n<p><p>\u6a21\u5757\u5316\u5f00\u53d1\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u91cd\u7528\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002\u5728\u8bbe\u8ba1\u9879\u76ee\u67b6\u6784\u65f6\uff0c\u5e94\u5c06\u529f\u80fd\u76f8\u5173\u7684\u4ee3\u7801\u7ec4\u7ec7\u5728\u540c\u4e00\u6a21\u5757\u4e2d\uff0c\u5e76\u5b9a\u4e49\u6e05\u6670\u7684\u63a5\u53e3\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6a21\u5757\u5316\u5f00\u53d1\u7684\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u5355\u4e00\u804c\u8d23\u539f\u5219<\/strong>\uff1a\u6bcf\u4e2a\u6a21\u5757\u53ea\u8d1f\u8d23\u4e00\u4e2a\u529f\u80fd\uff0c\u907f\u514d\u6a21\u5757\u4e4b\u95f4\u7684\u8026\u5408\u3002<\/li>\n<li><strong>\u63a5\u53e3\u9694\u79bb\u539f\u5219<\/strong>\uff1a\u4e3a\u6bcf\u4e2a\u6a21\u5757\u5b9a\u4e49\u6e05\u6670\u7684\u63a5\u53e3\uff0c\u907f\u514d\u66b4\u9732\u4e0d\u5fc5\u8981\u7684\u5185\u90e8\u5b9e\u73b0\u3002<\/li>\n<li><strong>\u4f9d\u8d56\u5012\u7f6e\u539f\u5219<\/strong>\uff1a\u6a21\u5757\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u5e94\u57fa\u4e8e\u63a5\u53e3\u800c\u4e0d\u662f\u5b9e\u73b0\uff0c\u4ee5\u4fbf\u4e8e\u6269\u5c55\u548c\u4fee\u6539\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u6a21\u5757\u5316\u5f00\u53d1\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5bf9\u9879\u76ee\u8fdb\u884c\u6269\u5c55\u548c\u7ef4\u62a4\uff0c\u63d0\u9ad8\u4ee3\u7801\u7684\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7cfb\u7edf<\/p>\n<\/p>\n<p><p>\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7cfb\u7edf\uff08\u5982Git\uff09\u662f\u56e2\u961f\u534f\u4f5c\u5f00\u53d1\u7684\u57fa\u7840\u3002\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u53ef\u4ee5\u5e2e\u52a9\u56e2\u961f\u8ddf\u8e2a\u4ee3\u7801\u7684\u53d8\u66f4\u3001\u7ba1\u7406\u4e0d\u540c\u7684\u5f00\u53d1\u5206\u652f\uff0c\u5e76\u7b80\u5316\u4ee3\u7801\u5408\u5e76\u548c\u53d1\u5e03\u6d41\u7a0b\u3002\u5728\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u65f6\uff0c\u5e94\u9075\u5faa\u4ee5\u4e0b\u6700\u4f73\u5b9e\u8df5\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u89c4\u8303\u7684\u63d0\u4ea4\u8bb0\u5f55<\/strong>\uff1a\u63d0\u4ea4\u8bb0\u5f55\u5e94\u6e05\u6670\u3001\u7b80\u6d01\uff0c\u63cf\u8ff0\u53d8\u66f4\u7684\u5185\u5bb9\u548c\u539f\u56e0\u3002<\/li>\n<li><strong>\u5206\u652f\u7ba1\u7406\u7b56\u7565<\/strong>\uff1a\u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5206\u652f\u7ba1\u7406\u7b56\u7565\uff0c\u5982Git Flow\u3001GitHub Flow\u7b49\u3002<\/li>\n<li><strong><a href=\"https:\/\/docs.pingcode.com\/code-review\" target=\"_blank\">\u4ee3\u7801\u5ba1\u67e5<\/a>\u6d41\u7a0b<\/strong>\uff1a\u5728\u5408\u5e76\u4ee3\u7801\u524d\u8fdb\u884c\u4ee3\u7801\u5ba1\u67e5\uff0c\u4ee5\u786e\u4fdd\u4ee3\u7801\u8d28\u91cf\u548c\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7cfb\u7edf\uff0c\u53ef\u4ee5\u63d0\u9ad8\u56e2\u961f\u534f\u4f5c\u6548\u7387\uff0c\u964d\u4f4e\u4ee3\u7801\u51b2\u7a81\u7684\u98ce\u9669\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u7f16\u5199\u89c4\u8303\u7684\u6587\u6863<\/p>\n<\/p>\n<p><p>\u826f\u597d\u7684\u6587\u6863\u662f\u9879\u76ee\u6210\u529f\u7684\u91cd\u8981\u4fdd\u969c\u3002\u6587\u6863\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u7406\u89e3\u9879\u76ee\u7684\u67b6\u6784\u3001\u4f7f\u7528\u65b9\u6cd5\u548c\u529f\u80fd\u5b9e\u73b0\uff0c\u63d0\u9ad8\u9879\u76ee\u7684\u53ef\u7ef4\u62a4\u6027\u3002\u5728\u7f16\u5199\u6587\u6863\u65f6\uff0c\u5e94\u5305\u62ec\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u9879\u76ee\u6982\u89c8<\/strong>\uff1a\u63cf\u8ff0\u9879\u76ee\u7684\u76ee\u6807\u3001\u529f\u80fd\u548c\u4e3b\u8981\u6280\u672f\u3002<\/li>\n<li><strong>\u5b89\u88c5\u548c\u4f7f\u7528\u6307\u5357<\/strong>\uff1a\u8be6\u7ec6\u8bf4\u660e\u5982\u4f55\u5b89\u88c5\u548c\u4f7f\u7528\u9879\u76ee\uff0c\u5305\u62ec\u4f9d\u8d56\u9879\u3001\u914d\u7f6e\u6587\u4ef6\u7b49\u3002<\/li>\n<li><strong>API\u6587\u6863<\/strong>\uff1a\u4e3a\u6bcf\u4e2a\u6a21\u5757\u548c\u51fd\u6570\u7f16\u5199\u8be6\u7ec6\u7684API\u6587\u6863\uff0c\u8bf4\u660e\u5176\u8f93\u5165\u3001\u8f93\u51fa\u548c\u7528\u6cd5\u3002<\/li>\n<li><strong>\u5f00\u53d1\u8005\u6307\u5357<\/strong>\uff1a\u63d0\u4f9b\u9879\u76ee\u7684\u5f00\u53d1\u548c\u8d21\u732e\u6307\u5357\uff0c\u5305\u62ec\u4ee3\u7801\u98ce\u683c\u3001\u5206\u652f\u7b56\u7565\u7b49\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u7f16\u5199\u89c4\u8303\u7684\u6587\u6863\uff0c\u53ef\u4ee5\u5e2e\u52a9\u56e2\u961f\u6210\u5458\u548c\u7528\u6237\u66f4\u597d\u5730\u7406\u89e3\u548c\u4f7f\u7528\u9879\u76ee\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5<\/p>\n<\/p>\n<p><p>\u81ea\u52a8\u5316\u6d4b\u8bd5\u662f\u4fdd\u8bc1\u4ee3\u7801\u8d28\u91cf\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\u3001\u96c6\u6210\u6d4b\u8bd5\u548c\u7aef\u5230\u7aef\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u9a8c\u8bc1\u9879\u76ee\u7684\u529f\u80fd\u548c\u6027\u80fd\u3002\u5728\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u65f6\uff0c\u5e94\u9075\u5faa\u4ee5\u4e0b\u539f\u5219\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u6d4b\u8bd5\u8986\u76d6\u7387<\/strong>\uff1a\u786e\u4fdd\u5173\u952e\u529f\u80fd\u7684\u6d4b\u8bd5\u8986\u76d6\u7387\u8fbe\u5230\u4e00\u5b9a\u6c34\u5e73\uff0c\u5c3d\u53ef\u80fd\u8986\u76d6\u6240\u6709\u7684\u8fb9\u754c\u60c5\u51b5\u3002<\/li>\n<li><strong>\u72ec\u7acb\u6027<\/strong>\uff1a\u6d4b\u8bd5\u7528\u4f8b\u5e94\u76f8\u4e92\u72ec\u7acb\uff0c\u907f\u514d\u4f9d\u8d56\u5168\u5c40\u72b6\u6001\u6216\u5916\u90e8\u73af\u5883\u3002<\/li>\n<li><strong>\u53ef\u7ef4\u62a4\u6027<\/strong>\uff1a\u6d4b\u8bd5\u4ee3\u7801\u5e94\u4e0e\u751f\u4ea7\u4ee3\u7801\u4e00\u6837\uff0c\u4fdd\u6301\u826f\u597d\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/li>\n<\/ul>\n<p><p>\u5e38\u7528\u7684\u6d4b\u8bd5\u6846\u67b6\u5305\u62ec<code>unittest<\/code>\u3001<code>pytest<\/code>\u548c<code>nose<\/code>\u7b49\u3002\u901a\u8fc7\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u63d0\u9ad8\u9879\u76ee\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<\/p>\n<p><p>\u4e03\u3001\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u4ea4\u4ed8<\/p>\n<\/p>\n<p><p>\u6301\u7eed\u96c6\u6210\uff08CI\uff09\u548c\u6301\u7eed\u4ea4\u4ed8\uff08CD\uff09\u662f\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u7684\u91cd\u8981\u5b9e\u8df5\u3002\u901a\u8fc7<a href=\"https:\/\/docs.pingcode.com\/blog\/devops\/52691.html\" target=\"_blank\">CI\/CD<\/a>\uff0c\u53ef\u4ee5\u81ea\u52a8\u5316\u6784\u5efa\u3001\u6d4b\u8bd5\u548c\u53d1\u5e03\u6d41\u7a0b\uff0c\u51cf\u5c11\u4eba\u4e3a\u9519\u8bef\uff0c\u63d0\u9ad8\u4ea4\u4ed8\u6548\u7387\u3002\u5728\u5b9e\u73b0CI\/CD\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u5de5\u5177\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>Jenkins<\/strong>\uff1a\u5f00\u6e90\u7684CI\/CD\u5de5\u5177\uff0c\u652f\u6301\u591a\u79cd\u63d2\u4ef6\u548c\u914d\u7f6e\u3002<\/li>\n<li><strong>Travis CI<\/strong>\uff1a\u57fa\u4e8e\u4e91\u7684CI\u670d\u52a1\uff0c\u652f\u6301GitHub\u9879\u76ee\u7684\u81ea\u52a8\u5316\u6784\u5efa\u548c\u6d4b\u8bd5\u3002<\/li>\n<li><strong>GitLab CI\/CD<\/strong>\uff1a\u4e0eGitLab\u96c6\u6210\u7684CI\/CD\u5de5\u5177\uff0c\u652f\u6301\u591a\u79cd\u8bed\u8a00\u548c\u5e73\u53f0\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7CI\/CD\uff0c\u53ef\u4ee5\u5feb\u901f\u53cd\u9988\u4ee3\u7801\u53d8\u66f4\u7684\u5f71\u54cd\uff0c\u63d0\u9ad8\u56e2\u961f\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><p>\u516b\u3001\u4ee3\u7801\u98ce\u683c\u548c\u9759\u6001\u4ee3\u7801\u5206\u6790<\/p>\n<\/p>\n<p><p>\u4fdd\u6301\u4e00\u81f4\u7684\u4ee3\u7801\u98ce\u683c\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002\u5728Python\u9879\u76ee\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u5de5\u5177\u6765\u68c0\u67e5\u4ee3\u7801\u98ce\u683c\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>PEP 8<\/strong>\uff1aPython\u7684\u5b98\u65b9\u7f16\u7801\u89c4\u8303\uff0c\u5b9a\u4e49\u4e86\u4ee3\u7801\u7684\u683c\u5f0f\u548c\u98ce\u683c\u3002<\/li>\n<li><strong>pylint<\/strong>\uff1a\u9759\u6001\u4ee3\u7801\u5206\u6790\u5de5\u5177\uff0c\u53ef\u4ee5\u68c0\u67e5\u4ee3\u7801\u98ce\u683c\u548c\u6f5c\u5728\u9519\u8bef\u3002<\/li>\n<li><strong>black<\/strong>\uff1a\u81ea\u52a8\u683c\u5f0f\u5316\u5de5\u5177\uff0c\u53ef\u4ee5\u5c06\u4ee3\u7801\u683c\u5f0f\u5316\u4e3aPEP 8\u6807\u51c6\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u53ef\u4ee5\u786e\u4fdd\u4ee3\u7801\u7684\u4e00\u81f4\u6027\u548c\u8d28\u91cf\uff0c\u51cf\u5c11\u4ee3\u7801\u5ba1\u67e5\u7684\u8d1f\u62c5\u3002<\/p>\n<\/p>\n<p><p>\u4e5d\u3001\u65e5\u5fd7\u548c\u76d1\u63a7<\/p>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u5f00\u53d1\u4e2d\uff0c\u65e5\u5fd7\u548c\u76d1\u63a7\u662f\u5b9a\u4f4d\u548c\u89e3\u51b3\u95ee\u9898\u7684\u91cd\u8981\u5de5\u5177\u3002\u5728\u8bbe\u8ba1\u9879\u76ee\u67b6\u6784\u65f6\uff0c\u5e94\u8003\u8651\u4ee5\u4e0b\u65b9\u9762\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u65e5\u5fd7\u8bb0\u5f55<\/strong>\uff1a\u4f7f\u7528<code>logging<\/code>\u6a21\u5757\u8bb0\u5f55\u91cd\u8981\u7684\u4e8b\u4ef6\u548c\u9519\u8bef\uff0c\u8bbe\u7f6e\u5408\u9002\u7684\u65e5\u5fd7\u7ea7\u522b\u548c\u8f93\u51fa\u683c\u5f0f\u3002<\/li>\n<li><strong>\u76d1\u63a7\u5de5\u5177<\/strong>\uff1a\u4f7f\u7528\u76d1\u63a7\u5de5\u5177\uff08\u5982Prometheus\u3001Grafana\u7b49\uff09\u76d1\u63a7\u9879\u76ee\u7684\u6027\u80fd\u548c\u72b6\u6001\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u65e5\u5fd7\u548c\u76d1\u63a7\uff0c\u53ef\u4ee5\u63d0\u9ad8\u9879\u76ee\u7684\u53ef\u89c2\u6d4b\u6027\u548c\u53ef\u7ef4\u62a4\u6027\uff0c\u5feb\u901f\u54cd\u5e94\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><p>\u5341\u3001\u5b89\u5168\u6027\u548c\u914d\u7f6e\u7ba1\u7406<\/p>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u5f00\u53d1\u4e2d\uff0c\u5b89\u5168\u6027\u548c\u914d\u7f6e\u7ba1\u7406\u662f\u4e0d\u53ef\u5ffd\u89c6\u7684\u65b9\u9762\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u5b89\u5168\u6027<\/strong>\uff1a\u9075\u5faa\u5b89\u5168\u7f16\u7801\u5b9e\u8df5\uff0c\u5b9a\u671f\u8fdb\u884c\u5b89\u5168\u5ba1\u8ba1\u548c\u6d4b\u8bd5\uff0c\u4fdd\u62a4\u654f\u611f\u4fe1\u606f\u3002<\/li>\n<li><strong>\u914d\u7f6e\u7ba1\u7406<\/strong>\uff1a\u4f7f\u7528\u914d\u7f6e\u6587\u4ef6\u7ba1\u7406\u9879\u76ee\u7684\u914d\u7f6e\u4fe1\u606f\uff0c\u907f\u514d\u786c\u7f16\u7801\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u91cd\u89c6\u5b89\u5168\u6027\u548c\u914d\u7f6e\u7ba1\u7406\uff0c\u53ef\u4ee5\u63d0\u9ad8\u9879\u76ee\u7684\u7a33\u5b9a\u6027\u548c\u5b89\u5168\u6027\uff0c\u964d\u4f4e\u98ce\u9669\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7ed3\u8d77\u6765\uff0c\u642d\u5efaPython\u9879\u76ee\u67b6\u6784\u9700\u8981\u7efc\u5408\u8003\u8651\u9879\u76ee\u7684\u89c4\u6a21\u3001\u590d\u6742\u6027\u548c\u56e2\u961f\u9700\u6c42\u3002\u901a\u8fc7\u9009\u62e9\u5408\u9002\u7684\u9879\u76ee\u7ed3\u6784\u3001\u7ba1\u7406\u4f9d\u8d56\u3001\u6a21\u5757\u5316\u5f00\u53d1\u3001\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u3001\u7f16\u5199\u6587\u6863\u3001\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u3001\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u4ea4\u4ed8\u3001\u4fdd\u6301\u4ee3\u7801\u98ce\u683c\u3001\u65e5\u5fd7\u548c\u76d1\u63a7\u3001\u5b89\u5168\u6027\u548c\u914d\u7f6e\u7ba1\u7406\u7b49\u65b9\u9762\uff0c\u53ef\u4ee5\u63d0\u9ad8\u9879\u76ee\u7684\u53ef\u7ef4\u62a4\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u53ef\u8bfb\u6027\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u9ad8\u6548\u5730\u534f\u4f5c\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u786e\u5b9a\u5408\u9002\u7684Python\u9879\u76ee\u7ed3\u6784\uff1f<\/strong><br 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