{"id":1173671,"date":"2025-01-15T17:06:23","date_gmt":"2025-01-15T09:06:23","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1173671.html"},"modified":"2025-01-15T17:06:28","modified_gmt":"2025-01-15T09:06:28","slug":"python%e6%95%b0%e7%bb%84%e6%98%af%e5%a6%82%e4%bd%95%e8%ae%be%e8%ae%a1%e7%9a%84","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1173671.html","title":{"rendered":"python\u6570\u7ec4\u662f\u5982\u4f55\u8bbe\u8ba1\u7684"},"content":{"rendered":"

\"python\u6570\u7ec4\u662f\u5982\u4f55\u8bbe\u8ba1\u7684\"<\/p>\n

Python\u6570\u7ec4\u662f\u5982\u4f55\u8bbe\u8ba1\u7684\uff1f<\/strong> Python\u6570\u7ec4\u7684\u8bbe\u8ba1\u7ed3\u5408\u4e86\u7075\u6d3b\u6027\u3001\u6027\u80fd\u548c\u5185\u5b58\u6548\u7387\u3002Python\u7684\u6570\u7ec4\u8bbe\u8ba1\u662f\u57fa\u4e8e\u5217\u8868\u7c7b\u578b\u3001\u52a8\u6001\u6570\u7ec4\u4ee5\u53ca\u5185\u5b58\u7ba1\u7406\u4f18\u5316\u6765\u5b9e\u73b0\u7684<\/strong>\u3002\u5176\u4e2d\uff0cPython\u5217\u8868\u662f\u4e00\u79cd\u52a8\u6001\u6570\u7ec4\u7c7b\u578b\uff0c\u5b83\u53ef\u4ee5\u5728\u8fd0\u884c\u65f6\u81ea\u52a8\u8c03\u6574\u5927\u5c0f\uff0c\u4ece\u800c\u5728\u6dfb\u52a0\u548c\u5220\u9664\u5143\u7d20\u65f6\u4fdd\u6301\u9ad8\u6548\u3002\u52a8\u6001\u6570\u7ec4\u901a\u8fc7\u5206\u914d\u8d85\u8fc7\u5f53\u524d\u9700\u8981\u7684\u5185\u5b58\u7a7a\u95f4\u6765\u51cf\u5c11\u9891\u7e41\u7684\u91cd\u65b0\u5206\u914d\u64cd\u4f5c\u3002\u6b64\u5916\uff0cPython\u7684\u5185\u5b58\u7ba1\u7406\u673a\u5236\u901a\u8fc7\u5f15\u7528\u8ba1\u6570\u548c\u5783\u573e\u56de\u6536\u6765\u4f18\u5316\u5185\u5b58\u4f7f\u7528\u3002<\/p>\n<\/p>\n

\u4e00\u3001PYTHON\u5217\u8868\u7684\u57fa\u7840\u8bbe\u8ba1<\/h3>\n<\/p>\n

Python\u5217\u8868\u662fPython\u5185\u7f6e\u7684\u4e00\u79cd\u6570\u636e\u7ed3\u6784\uff0c\u5b83\u5177\u6709\u52a8\u6001\u8c03\u6574\u5927\u5c0f\u7684\u80fd\u529b\u3002\u5217\u8868\u662f\u4e00\u79cd\u6709\u5e8f\u7684\u96c6\u5408\uff0c\u80fd\u591f\u5b58\u50a8\u4efb\u610f\u7c7b\u578b\u7684\u5bf9\u8c61\u3002Python\u5217\u8868\u7684\u5e95\u5c42\u5b9e\u73b0\u57fa\u4e8e\u6570\u7ec4\uff0c\u4f46\u5b83\u5177\u6709\u52a8\u6001\u6269\u5c55\u548c\u6536\u7f29\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n

1\u3001\u5217\u8868\u7684\u52a8\u6001\u6570\u7ec4\u7279\u6027<\/h4>\n<\/p>\n

Python\u5217\u8868\u5728\u5e95\u5c42\u662f\u4ee5\u52a8\u6001\u6570\u7ec4\u7684\u5f62\u5f0f\u5b9e\u73b0\u7684\u3002\u52a8\u6001\u6570\u7ec4\u4e0e\u9759\u6001\u6570\u7ec4\u4e0d\u540c\uff0c\u5b83\u80fd\u591f\u5728\u9700\u8981\u65f6\u81ea\u52a8\u8c03\u6574\u5176\u5927\u5c0f\u3002\u8fd9\u610f\u5473\u7740\u5f53\u5217\u8868\u5143\u7d20\u589e\u52a0\u65f6\uff0c\u4e0d\u9700\u8981\u624b\u52a8\u91cd\u65b0\u5206\u914d\u5185\u5b58\u7a7a\u95f4\uff0cPython\u4f1a\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0cPython\u5217\u8868\u901a\u5e38\u4f1a\u5206\u914d\u6bd4\u5b9e\u9645\u9700\u8981\u66f4\u591a\u7684\u5185\u5b58\u7a7a\u95f4\uff0c\u4ee5\u51cf\u5c11\u9891\u7e41\u7684\u5185\u5b58\u91cd\u65b0\u5206\u914d\u64cd\u4f5c\u3002<\/p>\n<\/p>\n

2\u3001\u5185\u5b58\u9884\u5206\u914d\u7b56\u7565<\/h4>\n<\/p>\n

\u4e3a\u4e86\u63d0\u9ad8\u6027\u80fd\uff0cPython\u5217\u8868\u5728\u6dfb\u52a0\u65b0\u5143\u7d20\u65f6\u5e76\u4e0d\u662f\u6bcf\u6b21\u90fd\u91cd\u65b0\u5206\u914d\u5185\u5b58\uff0c\u800c\u662f\u91c7\u7528\u4e86\u4e00\u79cd\u9884\u5206\u914d\u7b56\u7565\u3002\u5f53\u5217\u8868\u9700\u8981\u6269\u5c55\u65f6\uff0c\u4f1a\u6309\u4e00\u5b9a\u6bd4\u4f8b\u5206\u914d\u8d85\u8fc7\u5f53\u524d\u9700\u8981\u7684\u5185\u5b58\u7a7a\u95f4\u3002\u8fd9\u79cd\u7b56\u7565\u51cf\u5c11\u4e86\u9891\u7e41\u7684\u5185\u5b58\u91cd\u65b0\u5206\u914d\u64cd\u4f5c\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u6dfb\u52a0\u5143\u7d20\u7684\u6548\u7387\u3002\u5177\u4f53\u6765\u8bf4\uff0cPython\u5217\u8868\u5728\u6269\u5c55\u65f6\u4f1a\u6309\u7167\u4e00\u5b9a\u7684\u589e\u957f\u56e0\u5b50\u5206\u914d\u989d\u5916\u7684\u5185\u5b58\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u5185\u5b58\u7ba1\u7406\u4e0e\u4f18\u5316<\/h3>\n<\/p>\n

Python\u7684\u5185\u5b58\u7ba1\u7406\u673a\u5236\u901a\u8fc7\u5f15\u7528\u8ba1\u6570\u548c\u5783\u573e\u56de\u6536\u6765\u4f18\u5316\u5185\u5b58\u4f7f\u7528\u3002\u8fd9\u5bf9\u4e8e\u52a8\u6001\u6570\u7ec4\uff08\u5982\u5217\u8868\uff09\u7684\u8bbe\u8ba1\u548c\u5b9e\u73b0\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n

1\u3001\u5f15\u7528\u8ba1\u6570<\/h4>\n<\/p>\n

Python\u4f7f\u7528\u5f15\u7528\u8ba1\u6570\u6765\u8ddf\u8e2a\u5bf9\u8c61\u7684\u751f\u547d\u5468\u671f\u3002\u6bcf\u4e2a\u5bf9\u8c61\u90fd\u6709\u4e00\u4e2a\u5f15\u7528\u8ba1\u6570\uff0c\u5f53\u5bf9\u8c61\u88ab\u5f15\u7528\u65f6\uff0c\u8ba1\u6570\u52a01\uff0c\u5f53\u5f15\u7528\u88ab\u5220\u9664\u65f6\uff0c\u8ba1\u6570\u51cf1\u3002\u5f53\u5f15\u7528\u8ba1\u6570\u964d\u4e3a\u96f6\u65f6\uff0c\u5bf9\u8c61\u4f1a\u88ab\u81ea\u52a8\u9500\u6bc1\uff0c\u5e76\u91ca\u653e\u5176\u5360\u7528\u7684\u5185\u5b58\u3002\u8fd9\u79cd\u673a\u5236\u786e\u4fdd\u4e86\u5185\u5b58\u8d44\u6e90\u7684\u53ca\u65f6\u56de\u6536\uff0c\u907f\u514d\u4e86\u5185\u5b58\u6cc4\u6f0f\u3002<\/p>\n<\/p>\n

2\u3001\u5783\u573e\u56de\u6536<\/h4>\n<\/p>\n

\u9664\u4e86\u5f15\u7528\u8ba1\u6570\uff0cPython\u8fd8\u4f7f\u7528\u5783\u573e\u56de\u6536\u673a\u5236\u6765\u5904\u7406\u5faa\u73af\u5f15\u7528\u7684\u60c5\u51b5\u3002\u5faa\u73af\u5f15\u7528\u662f\u6307\u4e24\u4e2a\u6216\u591a\u4e2a\u5bf9\u8c61\u4e92\u76f8\u5f15\u7528\uff0c\u5bfc\u81f4\u5b83\u4eec\u7684\u5f15\u7528\u8ba1\u6570\u6c38\u8fdc\u4e0d\u4f1a\u964d\u4e3a\u96f6\u3002Python\u7684\u5783\u573e\u56de\u6536\u5668\u4f1a\u5b9a\u671f\u626b\u63cf\u5185\u5b58\uff0c\u68c0\u6d4b\u5e76\u6e05\u7406\u8fd9\u4e9b\u5faa\u73af\u5f15\u7528\u7684\u5bf9\u8c61\uff0c\u4ece\u800c\u8fdb\u4e00\u6b65\u4f18\u5316\u5185\u5b58\u4f7f\u7528\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u5217\u8868\u64cd\u4f5c\u53ca\u5176\u65f6\u95f4\u590d\u6742\u5ea6<\/h3>\n<\/p>\n

Python\u5217\u8868\u652f\u6301\u591a\u79cd\u64cd\u4f5c\uff0c\u5982\u6dfb\u52a0\u3001\u5220\u9664\u3001\u8bbf\u95ee\u548c\u5207\u7247\u7b49\u3002\u4e0d\u540c\u64cd\u4f5c\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u53d6\u51b3\u4e8e\u5177\u4f53\u7684\u5b9e\u73b0\u65b9\u5f0f\u3002<\/p>\n<\/p>\n

1\u3001\u6dfb\u52a0\u5143\u7d20<\/h4>\n<\/p>\n

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2\u3001\u5220\u9664\u5143\u7d20<\/h4>\n<\/p>\n

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3\u3001\u8bbf\u95ee\u5143\u7d20<\/h4>\n<\/p>\n

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4\u3001\u5207\u7247\u64cd\u4f5c<\/h4>\n<\/p>\n

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\u56db\u3001\u5217\u8868\u7684\u6269\u5c55\u4e0e\u9ad8\u7ea7\u529f\u80fd<\/h3>\n<\/p>\n

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1\u3001\u5217\u8868\u63a8\u5bfc\u5f0f<\/h4>\n<\/p>\n

\u5217\u8868\u63a8\u5bfc\u5f0f\u662f\u4e00\u79cd\u7b80\u6d01\u7684\u65b9\u5f0f\uff0c\u7528\u4e8e\u751f\u6210\u65b0\u7684\u5217\u8868\u3002\u5b83\u5141\u8bb8\u901a\u8fc7\u8868\u8fbe\u5f0f\u548c\u5faa\u73af\u8bed\u53e5\u5728\u4e00\u884c\u4ee3\u7801\u4e2d\u521b\u5efa\u5217\u8868\u3002\u5217\u8868\u63a8\u5bfc\u5f0f\u4e0d\u4ec5\u7b80\u5316\u4e86\u4ee3\u7801\uff0c\u8fd8\u63d0\u9ad8\u4e86\u53ef\u8bfb\u6027\u548c\u6027\u80fd\u3002<\/p>\n<\/p>\n

2\u3001\u5185\u7f6e\u51fd\u6570<\/h4>\n<\/p>\n

Python\u63d0\u4f9b\u4e86\u8bb8\u591a\u5185\u7f6e\u51fd\u6570\uff0c\u7528\u4e8e\u64cd\u4f5c\u5217\u8868\u3002\u4f8b\u5982\uff0clen()\u51fd\u6570\u7528\u4e8e\u83b7\u53d6\u5217\u8868\u7684\u957f\u5ea6\uff0csorted()\u51fd\u6570\u7528\u4e8e\u5bf9\u5217\u8868\u8fdb\u884c\u6392\u5e8f\uff0cmin()\u548cmax()\u51fd\u6570\u7528\u4e8e\u83b7\u53d6\u5217\u8868\u4e2d\u7684\u6700\u5c0f\u503c\u548c\u6700\u5927\u503c\u7b49\u3002<\/p>\n<\/p>\n

3\u3001\u6a21\u5757\u652f\u6301<\/h4>\n<\/p>\n

Python\u7684\u6807\u51c6\u5e93\u4e2d\u5305\u542b\u4e86\u4e00\u4e9b\u6a21\u5757\uff0c\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7ea7\u7684\u5217\u8868\u64cd\u4f5c\u529f\u80fd\u3002\u4f8b\u5982\uff0ccollections\u6a21\u5757\u4e2d\u7684deque\u7c7b\u63d0\u4f9b\u4e86\u53cc\u7aef\u961f\u5217\u7684\u5b9e\u73b0\uff0c\u80fd\u591f\u9ad8\u6548\u5730\u5728\u4e24\u7aef\u6dfb\u52a0\u548c\u5220\u9664\u5143\u7d20\u3002array\u6a21\u5757\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u6570\u7ec4\u5b9e\u73b0\uff0c\u53ef\u4ee5\u5b58\u50a8\u56fa\u5b9a\u7c7b\u578b\u7684\u5143\u7d20\u3002<\/p>\n<\/p>\n

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1\u3001\u907f\u514d\u9891\u7e41\u7684\u5185\u5b58\u91cd\u65b0\u5206\u914d<\/h4>\n<\/p>\n

\u5c3d\u91cf\u51cf\u5c11\u9891\u7e41\u7684\u5185\u5b58\u91cd\u65b0\u5206\u914d\u64cd\u4f5c\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u5217\u8868\u64cd\u4f5c\u7684\u6027\u80fd\u3002\u4f8b\u5982\uff0c\u5728\u521d\u59cb\u5316\u5217\u8868\u65f6\uff0c\u53ef\u4ee5\u9884\u5148\u5206\u914d\u8db3\u591f\u7684\u5185\u5b58\u7a7a\u95f4\uff0c\u907f\u514d\u5728\u6dfb\u52a0\u5927\u91cf\u5143\u7d20\u65f6\u9891\u7e41\u89e6\u53d1\u5185\u5b58\u91cd\u65b0\u5206\u914d\u3002<\/p>\n<\/p>\n

2\u3001\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784<\/h4>\n<\/p>\n

\u6839\u636e\u5177\u4f53\u7684\u5e94\u7528\u573a\u666f\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784\u3002\u4f8b\u5982\uff0c\u5982\u679c\u9700\u8981\u9891\u7e41\u5728\u5217\u8868\u4e24\u7aef\u6dfb\u52a0\u548c\u5220\u9664\u5143\u7d20\uff0c\u53ef\u4ee5\u4f7f\u7528collections\u6a21\u5757\u4e2d\u7684deque\u7c7b\uff0c\u5b83\u63d0\u4f9b\u4e86\u66f4\u9ad8\u6548\u7684\u53cc\u7aef\u961f\u5217\u5b9e\u73b0\u3002<\/p>\n<\/p>\n

3\u3001\u4f7f\u7528\u751f\u6210\u5668\u8868\u8fbe\u5f0f<\/h4>\n<\/p>\n

\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u65f6\uff0c\u4f7f\u7528\u751f\u6210\u5668\u8868\u8fbe\u5f0f\u53ef\u4ee5\u8282\u7701\u5185\u5b58\u548c\u63d0\u9ad8\u6027\u80fd\u3002\u751f\u6210\u5668\u8868\u8fbe\u5f0f\u4e0d\u4f1a\u4e00\u6b21\u6027\u521b\u5efa\u6574\u4e2a\u5217\u8868\uff0c\u800c\u662f\u6309\u9700\u751f\u6210\u5143\u7d20\uff0c\u4ece\u800c\u51cf\u5c11\u5185\u5b58\u5360\u7528\u3002<\/p>\n<\/p>\n

\u516d\u3001\u5217\u8868\u4e0e\u5176\u4ed6\u6570\u636e\u7ed3\u6784\u7684\u6bd4\u8f83<\/h3>\n<\/p>\n

Python\u5217\u8868\u4e0e\u5176\u4ed6\u6570\u636e\u7ed3\u6784\uff08\u5982\u6570\u7ec4\u3001\u94fe\u8868\u3001\u96c6\u5408\u548c\u5b57\u5178\uff09\u5728\u8bbe\u8ba1\u548c\u6027\u80fd\u4e0a\u5b58\u5728\u5dee\u5f02\u3002\u4e86\u89e3\u8fd9\u4e9b\u5dee\u5f02\uff0c\u6709\u52a9\u4e8e\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784\u3002<\/p>\n<\/p>\n

1\u3001\u6570\u7ec4\u4e0e\u5217\u8868<\/h4>\n<\/p>\n

Python\u5217\u8868\u4e0e\u6570\u7ec4\u5728\u5e95\u5c42\u5b9e\u73b0\u4e0a\u90fd\u662f\u57fa\u4e8e\u6570\u7ec4\uff0c\u4f46Python\u5217\u8868\u5177\u6709\u52a8\u6001\u8c03\u6574\u5927\u5c0f\u7684\u80fd\u529b\uff0c\u800c\u6570\u7ec4\u7684\u5927\u5c0f\u662f\u56fa\u5b9a\u7684\u3002\u5728\u9700\u8981\u9891\u7e41\u8c03\u6574\u5927\u5c0f\u7684\u573a\u666f\u4e2d\uff0cPython\u5217\u8868\u66f4\u4e3a\u7075\u6d3b\u3002<\/p>\n<\/p>\n

2\u3001\u94fe\u8868\u4e0e\u5217\u8868<\/h4>\n<\/p>\n

\u94fe\u8868\u662f\u4e00\u79cd\u7ebf\u6027\u6570\u636e\u7ed3\u6784\uff0c\u6bcf\u4e2a\u8282\u70b9\u5305\u542b\u6570\u636e\u548c\u6307\u5411\u4e0b\u4e00\u4e2a\u8282\u70b9\u7684\u6307\u9488\u3002\u4e0e\u5217\u8868\u76f8\u6bd4\uff0c\u94fe\u8868\u5728\u63d2\u5165\u548c\u5220\u9664\u64cd\u4f5c\u4e0a\u5177\u6709\u66f4\u597d\u7684\u6027\u80fd\uff0c\u4f46\u5728\u968f\u673a\u8bbf\u95ee\u5143\u7d20\u65f6\u6027\u80fd\u8f83\u5dee\u3002\u56e0\u6b64\uff0c\u94fe\u8868\u9002\u7528\u4e8e\u9700\u8981\u9891\u7e41\u63d2\u5165\u548c\u5220\u9664\u5143\u7d20\u7684\u573a\u666f\uff0c\u800c\u5217\u8868\u9002\u7528\u4e8e\u9700\u8981\u9ad8\u6548\u968f\u673a\u8bbf\u95ee\u7684\u573a\u666f\u3002<\/p>\n<\/p>\n

3\u3001\u96c6\u5408\u4e0e\u5217\u8868<\/h4>\n<\/p>\n

\u96c6\u5408\u662f\u4e00\u79cd\u65e0\u5e8f\u7684\u6570\u636e\u7ed3\u6784\uff0c\u5177\u6709\u552f\u4e00\u6027\u7ea6\u675f\uff0c\u5373\u96c6\u5408\u4e2d\u7684\u5143\u7d20\u4e0d\u80fd\u91cd\u590d\u3002\u96c6\u5408\u5728\u67e5\u627e\u3001\u63d2\u5165\u548c\u5220\u9664\u64cd\u4f5c\u4e0a\u5177\u6709\u66f4\u9ad8\u7684\u6027\u80fd\uff0c\u4f46\u4e0d\u652f\u6301\u901a\u8fc7\u7d22\u5f15\u8bbf\u95ee\u5143\u7d20\u3002\u56e0\u6b64\uff0c\u5728\u9700\u8981\u4fdd\u8bc1\u5143\u7d20\u552f\u4e00\u6027\u548c\u9ad8\u6548\u67e5\u627e\u7684\u573a\u666f\u4e2d\uff0c\u96c6\u5408\u662f\u4e00\u4e2a\u66f4\u597d\u7684\u9009\u62e9\uff0c\u800c\u5728\u9700\u8981\u6709\u5e8f\u8bbf\u95ee\u548c\u5b58\u50a8\u91cd\u590d\u5143\u7d20\u7684\u573a\u666f\u4e2d\uff0c\u5217\u8868\u66f4\u4e3a\u9002\u7528\u3002<\/p>\n<\/p>\n

4\u3001\u5b57\u5178\u4e0e\u5217\u8868<\/h4>\n<\/p>\n

\u5b57\u5178\u662f\u4e00\u79cd\u952e\u503c\u5bf9\u6570\u636e\u7ed3\u6784\uff0c\u5177\u6709\u9ad8\u6548\u7684\u67e5\u627e\u3001\u63d2\u5165\u548c\u5220\u9664\u64cd\u4f5c\u3002\u4e0e\u5217\u8868\u76f8\u6bd4\uff0c\u5b57\u5178\u5728\u901a\u8fc7\u952e\u67e5\u627e\u5143\u7d20\u65f6\u5177\u6709\u66f4\u9ad8\u7684\u6027\u80fd\uff0c\u4f46\u4e0d\u652f\u6301\u901a\u8fc7\u7d22\u5f15\u8bbf\u95ee\u5143\u7d20\u3002\u56e0\u6b64\uff0c\u5728\u9700\u8981\u5feb\u901f\u67e5\u627e\u548c\u66f4\u65b0\u5143\u7d20\u7684\u573a\u666f\u4e2d\uff0c\u5b57\u5178\u662f\u4e00\u4e2a\u66f4\u597d\u7684\u9009\u62e9\uff0c\u800c\u5728\u9700\u8981\u6709\u5e8f\u8bbf\u95ee\u548c\u5b58\u50a8\u987a\u5e8f\u76f8\u5173\u6570\u636e\u7684\u573a\u666f\u4e2d\uff0c\u5217\u8868\u66f4\u4e3a\u9002\u7528\u3002<\/p>\n<\/p>\n

\u4e03\u3001\u5217\u8868\u5728\u6570\u636e\u5904\u7406\u4e2d\u7684\u5e94\u7528<\/h3>\n<\/p>\n

Python\u5217\u8868\u5728\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u4e2d\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<\/p>\n

1\u3001\u6570\u636e\u5b58\u50a8\u4e0e\u7ba1\u7406<\/h4>\n<\/p>\n

Python\u5217\u8868\u53ef\u4ee5\u7528\u6765\u5b58\u50a8\u548c\u7ba1\u7406\u5404\u79cd\u7c7b\u578b\u7684\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u5b58\u50a8\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u7684\u6570\u636e\u3001\u6570\u636e\u5e93\u67e5\u8be2\u7ed3\u679c\u3001\u4f20\u611f\u5668\u91c7\u96c6\u7684\u6570\u636e\u7b49\u3002\u5217\u8868\u7684\u52a8\u6001\u8c03\u6574\u5927\u5c0f\u7279\u6027\u4f7f\u5f97\u5b83\u975e\u5e38\u9002\u5408\u7528\u4e8e\u9700\u8981\u9891\u7e41\u6dfb\u52a0\u548c\u5220\u9664\u6570\u636e\u7684\u573a\u666f\u3002<\/p>\n<\/p>\n

2\u3001\u6570\u636e\u8f6c\u6362\u4e0e\u5904\u7406<\/h4>\n<\/p>\n

\u5728\u6570\u636e\u8f6c\u6362\u548c\u5904\u7406\u8fc7\u7a0b\u4e2d\uff0cPython\u5217\u8868\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u64cd\u4f5c\u548c\u65b9\u6cd5\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u548c\u5185\u7f6e\u51fd\u6570\u5bf9\u6570\u636e\u8fdb\u884c\u8fc7\u6ee4\u3001\u6392\u5e8f\u3001\u8f6c\u6362\u548c\u805a\u5408\u7b49\u64cd\u4f5c\u3002\u6b64\u5916\uff0cPython\u8fd8\u63d0\u4f9b\u4e86\u8bb8\u591a\u7b2c\u4e09\u65b9\u5e93\uff08\u5982NumPy\u548cPandas\uff09\uff0c\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u5217\u8868\u5728\u6570\u636e\u5904\u7406\u4e2d\u7684\u529f\u80fd\u3002<\/p>\n<\/p>\n

3\u3001\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/h4>\n<\/p>\n

Python\u5217\u8868\u53ef\u4ee5\u4e0e\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u5de5\u5177\u7ed3\u5408\u4f7f\u7528\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Pandas\u5e93\u5c06\u5217\u8868\u8f6c\u6362\u4e3a\u6570\u636e\u5e27\uff0c\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u5904\u7406\uff1b\u53ef\u4ee5\u4f7f\u7528Matplotlib\u548cSeaborn\u7b49\u5e93\u5c06\u5217\u8868\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u53ef\u89c6\u5316\u5c55\u793a\u3002\u8fd9\u4e9b\u5de5\u5177\u548c\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u4f7f\u5f97Python\u5217\u8868\u5728\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60<\/a>\u9886\u57df\u5f97\u5230\u4e86\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n<\/p>\n

\u516b\u3001\u5217\u8868\u5728\u7b97\u6cd5\u4e0e\u6570\u636e\u7ed3\u6784\u4e2d\u7684\u5e94\u7528<\/h3>\n<\/p>\n

Python\u5217\u8868\u5728\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\u7684\u5b9e\u73b0\u4e2d\u4e5f\u5177\u6709\u91cd\u8981\u5e94\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<\/p>\n

1\u3001\u6392\u5e8f\u4e0e\u641c\u7d22\u7b97\u6cd5<\/h4>\n<\/p>\n

Python\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u5b9e\u73b0\u5404\u79cd\u6392\u5e8f\u548c\u641c\u7d22\u7b97\u6cd5\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684sorted()\u51fd\u6570\u5bf9\u5217\u8868\u8fdb\u884c\u6392\u5e8f\uff1b\u53ef\u4ee5\u5b9e\u73b0\u4e8c\u5206\u67e5\u627e\u7b97\u6cd5\u5728\u6709\u5e8f\u5217\u8868\u4e2d\u67e5\u627e\u5143\u7d20\u3002\u6b64\u5916\uff0cPython\u5217\u8868\u8fd8\u53ef\u4ee5\u7528\u4e8e\u5b9e\u73b0\u5176\u4ed6\u9ad8\u7ea7\u6392\u5e8f\u548c\u641c\u7d22\u7b97\u6cd5\uff0c\u5982\u5feb\u901f\u6392\u5e8f\u3001\u5f52\u5e76\u6392\u5e8f\u548c\u7ebf\u6027\u67e5\u627e\u7b49\u3002<\/p>\n<\/p>\n

2\u3001\u56fe\u7b97\u6cd5<\/h4>\n<\/p>\n

\u5728\u56fe\u7b97\u6cd5\u4e2d\uff0cPython\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u8868\u793a\u56fe\u7684\u90bb\u63a5\u8868\u3002\u90bb\u63a5\u8868\u662f\u4e00\u79cd\u9ad8\u6548\u7684\u56fe\u8868\u793a\u65b9\u5f0f\uff0c\u9002\u7528\u4e8e\u5b58\u50a8\u7a00\u758f\u56fe\u3002\u5728\u90bb\u63a5\u8868\u4e2d\uff0c\u6bcf\u4e2a\u9876\u70b9\u5bf9\u5e94\u4e00\u4e2a\u5217\u8868\uff0c\u5b58\u50a8\u4e0e\u8be5\u9876\u70b9\u76f8\u90bb\u7684\u9876\u70b9\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u5b9e\u73b0\u56fe\u7684\u904d\u5386\u3001\u6700\u77ed\u8def\u5f84\u548c\u8fde\u901a\u5206\u91cf\u7b49\u7b97\u6cd5\u3002<\/p>\n<\/p>\n

3\u3001\u52a8\u6001\u89c4\u5212<\/h4>\n<\/p>\n

\u52a8\u6001\u89c4\u5212\u662f\u4e00\u79cd\u89e3\u51b3\u6700\u4f18\u5b50\u7ed3\u6784\u95ee\u9898\u7684\u7b97\u6cd5\u6280\u672f\uff0c\u5e38\u7528\u4e8e\u89e3\u51b3\u590d\u6742\u7684\u4f18\u5316\u95ee\u9898\u3002Python\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u52a8\u6001\u89c4\u5212\u7b97\u6cd5\u4e2d\u7684\u4e2d\u95f4\u7ed3\u679c\uff0c\u4ece\u800c\u907f\u514d\u91cd\u590d\u8ba1\u7b97\uff0c\u63d0\u5347\u7b97\u6cd5\u6548\u7387\u3002\u4f8b\u5982\uff0c\u5728\u8ba1\u7b97\u6590\u6ce2\u90a3\u5951\u6570\u5217\u3001\u6700\u957f\u516c\u5171\u5b50\u5e8f\u5217\u548c\u80cc\u5305\u95ee\u9898\u7b49\u52a8\u6001\u89c4\u5212\u95ee\u9898\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u5b58\u50a8\u4e2d\u95f4\u8ba1\u7b97\u7ed3\u679c\uff0c\u4ee5\u63d0\u9ad8\u7b97\u6cd5\u6027\u80fd\u3002<\/p>\n<\/p>\n

\u4e5d\u3001\u5217\u8868\u7684\u6269\u5c55\u4e0e\u81ea\u5b9a\u4e49\u5b9e\u73b0<\/h3>\n<\/p>\n

\u9664\u4e86\u4f7f\u7528\u5185\u7f6e\u7684\u5217\u8868\u7c7b\u578b\uff0cPython\u8fd8\u5141\u8bb8\u5f00\u53d1\u8005\u6269\u5c55\u548c\u81ea\u5b9a\u4e49\u5217\u8868\u7684\u5b9e\u73b0\uff0c\u4ee5\u6ee1\u8db3\u7279\u5b9a\u9700\u6c42\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u6269\u5c55\u548c\u81ea\u5b9a\u4e49\u5b9e\u73b0\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n

1\u3001\u7ee7\u627f\u4e0e\u91cd\u8f7d<\/h4>\n<\/p>\n

\u53ef\u4ee5\u901a\u8fc7\u7ee7\u627f\u5185\u7f6e\u7684list\u7c7b\uff0c\u521b\u5efa\u81ea\u5b9a\u4e49\u7684\u5217\u8868\u7c7b\u578b\uff0c\u5e76\u91cd\u8f7d\u5176\u65b9\u6cd5\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u6709\u5e8f\u5217\u8868\u7c7b\uff0c\u5728\u6dfb\u52a0\u65b0\u5143\u7d20\u65f6\u81ea\u52a8\u4fdd\u6301\u5217\u8868\u7684\u6709\u5e8f\u6027\uff1b\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u73af\u5f62\u7f13\u51b2\u533a\u7c7b\uff0c\u5b9e\u73b0\u56fa\u5b9a\u5927\u5c0f\u7684\u5faa\u73af\u5217\u8868\u3002<\/p>\n<\/p>\n

2\u3001\u7ec4\u5408\u4e0e\u59d4\u6258<\/h4>\n<\/p>\n

\u9664\u4e86\u7ee7\u627f\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u7ec4\u5408\u4e0e\u59d4\u6258\u7684\u65b9\u5f0f\u6269\u5c55\u5217\u8868\u529f\u80fd\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u5217\u8868\u5bf9\u8c61\u7684\u81ea\u5b9a\u4e49\u7c7b\uff0c\u5e76\u5728\u8be5\u7c7b\u4e2d\u5b9e\u73b0\u65b0\u7684\u65b9\u6cd5\uff0c\u59d4\u6258\u5217\u8868\u5bf9\u8c61\u6267\u884c\u57fa\u7840\u7684\u5217\u8868\u64cd\u4f5c\u3002\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u7075\u6d3b\u5730\u6269\u5c55\u5217\u8868\u529f\u80fd\uff0c\u800c\u65e0\u9700\u4fee\u6539\u539f\u6709\u7684\u5217\u8868\u5b9e\u73b0\u3002<\/p>\n<\/p>\n

3\u3001\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93<\/h4>\n<\/p>\n

Python\u751f\u6001\u7cfb\u7edf\u4e2d\u6709\u8bb8\u591a\u7b2c\u4e09\u65b9\u5e93\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7ea7\u548c\u9ad8\u6548\u7684\u5217\u8868\u5b9e\u73b0\u3002\u4f8b\u5982\uff0cNumPy\u5e93\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u591a\u7ef4\u6570\u7ec4\u5b9e\u73b0\uff0c\u9002\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\uff1bDeque\u6a21\u5757\u63d0\u4f9b\u4e86\u53cc\u7aef\u961f\u5217\u5b9e\u73b0\uff0c\u9002\u7528\u4e8e\u9ad8\u6548\u7684\u63d2\u5165\u548c\u5220\u9664\u64cd\u4f5c\u3002\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9b\u7b2c\u4e09\u65b9\u5e93\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u5217\u8868\u64cd\u4f5c\u7684\u6027\u80fd\u548c\u529f\u80fd\u3002<\/p>\n<\/p>\n

\u5341\u3001\u5217\u8868\u7684\u5e38\u89c1\u95ee\u9898\u4e0e\u89e3\u51b3\u65b9\u6848<\/h3>\n<\/p>\n

\u5728\u4f7f\u7528Python\u5217\u8868\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<\/p>\n

1\u3001\u5217\u8868\u5143\u7d20\u7c7b\u578b\u4e0d\u4e00\u81f4<\/h4>\n<\/p>\n

\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u5217\u8868\u5143\u7d20\u7c7b\u578b\u4e0d\u4e00\u81f4\u53ef\u80fd\u4f1a\u5bfc\u81f4\u64cd\u4f5c\u5931\u8d25\u6216\u7ed3\u679c\u4e0d\u6b63\u786e\u3002\u89e3\u51b3\u65b9\u6cd5\u662f\u786e\u4fdd\u5217\u8868\u4e2d\u7684\u5143\u7d20\u7c7b\u578b\u4e00\u81f4\uff0c\u6216\u5728\u64cd\u4f5c\u524d\u8fdb\u884c\u7c7b\u578b\u68c0\u67e5\u548c\u8f6c\u6362\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684isinstance()\u51fd\u6570\u68c0\u67e5\u5143\u7d20\u7c7b\u578b\uff0c\u6216\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u8f6c\u6362\u5143\u7d20\u7c7b\u578b\u3002<\/p>\n<\/p>\n

2\u3001\u5217\u8868\u5d4c\u5957\u5c42\u6b21\u8fc7\u6df1<\/h4>\n<\/p>\n

\u5728\u5904\u7406\u590d\u6742\u6570\u636e\u7ed3\u6784\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u5217\u8868\u5d4c\u5957\u5c42\u6b21\u8fc7\u6df1\u7684\u95ee\u9898\u3002\u8fd9\u4f1a\u5bfc\u81f4\u64cd\u4f5c\u590d\u6742\u5ea6\u589e\u52a0\u548c\u4ee3\u7801\u53ef\u8bfb\u6027\u964d\u4f4e\u3002\u89e3\u51b3\u65b9\u6cd5\u662f\u4f7f\u7528\u9012\u5f52\u51fd\u6570\u6216\u8fed\u4ee3\u5668\u904d\u5386\u5d4c\u5957\u5217\u8868\uff0c\u6216\u5c06\u5d4c\u5957\u5217\u8868\u8f6c\u6362\u4e3a\u5e73\u5766\u5217\u8868\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528itertools\u6a21\u5757\u4e2d\u7684chAI<\/a>n()\u51fd\u6570\u5c06\u5d4c\u5957\u5217\u8868\u5c55\u5e73\u6210\u5355\u5c42\u5217\u8868\u3002<\/p>\n<\/p>\n

3\u3001\u5217\u8868\u64cd\u4f5c\u6027\u80fd\u4f4e\u4e0b<\/h4>\n<\/p>\n

\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u6216\u9891\u7e41\u64cd\u4f5c\u5217\u8868\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u5217\u8868\u64cd\u4f5c\u6027\u80fd\u4f4e\u4e0b\u7684\u95ee\u9898\u3002\u89e3\u51b3\u65b9\u6cd5\u662f\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784\u548c\u4f18\u5316\u64cd\u4f5c\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528NumPy\u6570\u7ec4\u66ff\u4ee3\u5217\u8868\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\uff1b\u53ef\u4ee5\u4f7f\u7528\u53cc\u7aef\u961f\u5217\u66ff\u4ee3\u5217\u8868\u8fdb\u884c\u9ad8\u6548\u7684\u63d2\u5165\u548c\u5220\u9664\u64cd\u4f5c\u3002\u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528\u591a\u7ebf\u7a0b\u6216\u591a\u8fdb\u7a0b\u6280\u672f\u5e76\u884c\u5904\u7406\u5217\u8868\u6570\u636e\uff0c\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n<\/p>\n

\u5341\u4e00\u3001\u5217\u8868\u5728\u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u5e94\u7528<\/h3>\n<\/p>\n

Python\u5217\u8868\u5728\u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u4e5f\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<\/p>\n

1\u3001\u6570\u636e\u9884\u5904\u7406<\/h4>\n<\/p>\n

\u5728\u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u9879\u76ee\u4e2d\uff0c\u6570\u636e\u9884\u5904\u7406\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u6b65\u9aa4\u3002Python\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u548c\u5904\u7406\u539f\u59cb\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u6e05\u6d17\u3001\u8f6c\u6362\u548c\u5f52\u4e00\u5316\u7b49\u64cd\u4f5c\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u548c\u5185\u7f6e\u51fd\u6570\u5bf9\u6570\u636e\u8fdb\u884c\u8fc7\u6ee4\u548c\u8f6c\u6362\uff1b\u53ef\u4ee5\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\uff08\u5982Pandas\u548cScikit-learn\uff09\u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\u3002<\/p>\n<\/p>\n

2\u3001\u7279\u5f81\u5de5\u7a0b<\/h4>\n<\/p>\n

\u7279\u5f81\u5de5\u7a0b\u662f\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u4e00\u4e2a\u5173\u952e\u6b65\u9aa4\uff0c\u901a\u8fc7\u63d0\u53d6\u548c\u8f6c\u6362\u7279\u5f81\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u6027\u80fd\u3002Python\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u548c\u5904\u7406\u7279\u5f81\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u7279\u5f81\u9009\u62e9\u3001\u7279\u5f81\u7ec4\u5408\u548c\u7279\u5f81\u7f29\u653e\u7b49\u64cd\u4f5c\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u548c\u5185\u7f6e\u51fd\u6570\u5bf9\u7279\u5f81\u8fdb\u884c\u7ec4\u5408\u548c\u8f6c\u6362\uff1b\u53ef\u4ee5\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\uff08\u5982Scikit-learn\u548cFeaturetools\uff09\u8fdb\u884c\u81ea\u52a8\u5316\u7279\u5f81\u5de5\u7a0b\u3002<\/p>\n<\/p>\n

3\u3001\u6a21\u578b\u8bad\u7ec3\u4e0e\u8bc4\u4f30<\/h4>\n<\/p>\n

\u5728\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u8bc4\u4f30\u8fc7\u7a0b\u4e2d\uff0cPython\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u548c\u7ba1\u7406\u8bad\u7ec3\u6570\u636e\u3001\u9a8c\u8bc1\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u5b58\u50a8\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c\uff0c\u5e76\u8ba1\u7b97\u8bc4\u4f30\u6307\u6807\uff08\u5982\u51c6\u786e\u7387\u3001\u7cbe\u786e\u7387\u548c\u53ec\u56de\u7387\uff09\uff1b\u53ef\u4ee5\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\uff08\u5982TensorFlow\u548cPyTorch\uff09\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u548c\u8bc4\u4f30\u3002<\/p>\n<\/p>\n

\u5341\u4e8c\u3001\u5217\u8868\u5728Web\u5f00\u53d1\u4e2d\u7684\u5e94\u7528<\/h3>\n<\/p>\n

Python\u5217\u8868\u5728Web\u5f00\u53d1\u4e2d\u4e5f\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<\/p>\n

1\u3001\u6570\u636e\u4f20\u8f93\u4e0e\u5904\u7406<\/h4>\n<\/p>\n

\u5728Web\u5f00\u53d1\u4e2d\uff0c\u6570\u636e\u4f20\u8f93\u4e0e\u5904\u7406\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u4efb\u52a1\u3002Python\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u548c\u5904\u7406\u4ece\u5ba2\u6237\u7aef\u4f20\u8f93\u7684\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u89e3\u6790\u548c\u9a8c\u8bc1\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u5b58\u50a8\u4ece\u8868\u5355\u63d0\u4ea4\u7684\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u683c\u5f0f\u9a8c\u8bc1\u548c\u8f6c\u6362\uff1b\u53ef\u4ee5\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\uff08\u5982Flask\u548cDjango\uff09\u5904\u7406HTTP\u8bf7\u6c42\u548c\u54cd\u5e94\u3002<\/p>\n<\/p>\n

2\u3001\u6a21\u677f\u6e32\u67d3<\/h4>\n<\/p>\n

\u5728Web\u5f00\u53d1\u4e2d\uff0c\u6a21\u677f\u6e32\u67d3\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u6b65\u9aa4\uff0c\u7528\u4e8e\u751f\u6210\u52a8\u6001\u7f51\u9875\u5185\u5bb9\u3002Python\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u548c\u4f20\u9012\u6a21\u677f\u6e32\u67d3\u6240\u9700\u7684\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u5b58\u50a8\u4ece\u6570\u636e\u5e93\u67e5\u8be2\u7684\u7ed3\u679c\uff0c\u5e76\u5728\u6a21\u677f\u4e2d\u8fed\u4ee3\u6e32\u67d3\uff1b\u53ef\u4ee5\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\uff08\u5982Jinja2\u548cMako\uff09\u8fdb\u884c\u6a21\u677f\u6e32\u67d3\u3002<\/p>\n<\/p>\n

3\u3001\u524d\u7aef\u4ea4\u4e92<\/h4>\n<\/p>\n

\u5728Web\u5f00\u53d1\u4e2d\uff0c\u524d\u7aef\u4ea4\u4e92\u662f\u4e00\u4e2a\u5173\u952e\u7684\u7528\u6237\u4f53\u9a8c\u73af\u8282\u3002Python\u5217\u8868\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u548c\u7ba1\u7406\u524d\u7aef\u4ea4\u4e92\u7684\u6570\u636e\uff0c\u5e76\u4e0eJavaScript\u8fdb\u884c\u4ea4\u4e92\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u5b58\u50a8\u52a8\u6001\u52a0\u8f7d\u7684\u6570\u636e\uff0c\u5e76\u901a\u8fc7AJAX\u8bf7\u6c42\u4f20\u9012\u7ed9\u524d\u7aef\uff1b\u53ef\u4ee5\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\uff08\u5982Flask-SocketIO\u548cDjango Channels\uff09\u5b9e\u73b0\u5b9e\u65f6\u53cc\u5411\u901a\u4fe1\u3002<\/p>\n<\/p>\n

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

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