{"id":923893,"date":"2024-12-26T14:57:45","date_gmt":"2024-12-26T06:57:45","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/923893.html"},"modified":"2024-12-26T14:57:47","modified_gmt":"2024-12-26T06:57:47","slug":"python%e5%a6%82%e4%bd%95%e6%8a%98%e5%8f%a0","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/923893.html","title":{"rendered":"python\u5982\u4f55\u6298\u53e0"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24211719\/091d7d8d-b724-4ea9-8d83-36219450da27.webp\" alt=\"python\u5982\u4f55\u6298\u53e0\" \/><\/p>\n<p><p> <strong>\u5728Python\u4e2d\uff0c\u6298\u53e0\uff08\u6216\u79f0\u4e3a\u5f52\u7ea6\uff09\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u5185\u7f6e\u51fd\u6570reduce\u3001\u5217\u8868\u63a8\u5bfc\u3001\u4ee5\u53ca\u9012\u5f52\u51fd\u6570\u6765\u5b9e\u73b0\u3002reduce\u51fd\u6570\u662f\u6765\u81eafunctools\u6a21\u5757\u7684\u5de5\u5177\uff0c\u53ef\u7528\u4e8e\u5bf9\u4e00\u4e2a\u5e8f\u5217\u8fdb\u884c\u7d2f\u8ba1\u8ba1\u7b97\uff0c\u5217\u8868\u63a8\u5bfc\u548c\u9012\u5f52\u51fd\u6570\u4e5f\u53ef\u4ee5\u5b9e\u73b0\u7c7b\u4f3c\u529f\u80fd\u3002<\/strong> reduce\u51fd\u6570\u901a\u8fc7\u5bf9\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u5e94\u7528\u4e8c\u5143\u51fd\u6570\uff0c\u5c06\u5e8f\u5217\u6298\u53e0\u6210\u5355\u4e2a\u503c\u3002\u5217\u8868\u63a8\u5bfc\u63d0\u4f9b\u4e86\u4e00\u79cd\u7b80\u6d01\u7684\u65b9\u5f0f\u6765\u751f\u6210\u5217\u8868\uff0c\u800c\u9012\u5f52\u662f\u4e00\u79cd\u51fd\u6570\u81ea\u5df1\u8c03\u7528\u81ea\u5df1\u7684\u6280\u5de7\uff0c\u5728\u9700\u8981\u9010\u6b65\u5904\u7406\u6570\u636e\u65f6\u975e\u5e38\u6709\u7528\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4f7f\u7528reduce\u51fd\u6570<\/p>\n<\/p>\n<p><p>reduce\u51fd\u6570\u662fPython\u4e2d\u7684\u4e00\u4e2a\u5f3a\u5927\u5de5\u5177\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5bf9\u4e00\u4e2a\u5e8f\u5217\u8fdb\u884c\u7d2f\u8ba1\u8ba1\u7b97\u7684\u60c5\u51b5\u3002\u5b83\u7684\u4f7f\u7528\u65b9\u5f0f\u662f\u901a\u8fc7\u4e00\u4e2a\u4e8c\u5143\u51fd\u6570\u548c\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61\u6765\u5b9e\u73b0\u7684\u3002<\/p>\n<\/p>\n<ol>\n<li>\u57fa\u672c\u7528\u6cd5<\/li>\n<\/ol>\n<p><p>reduce\u51fd\u6570\u7684\u57fa\u672c\u7528\u6cd5\u662f\u5bf9\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u5e94\u7528\u4e00\u4e2a\u4e8c\u5143\u51fd\u6570\uff0c\u9010\u6b65\u5c06\u5e8f\u5217\u6298\u53e0\u6210\u4e00\u4e2a\u5355\u4e00\u503c\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u5982\u679c\u4f60\u60f3\u5bf9\u4e00\u4e2a\u5217\u8868\u4e2d\u7684\u6240\u6709\u6570\u6c42\u548c\uff0c\u53ef\u4ee5\u8fd9\u6837\u505a\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from functools import reduce<\/p>\n<p>numbers = [1, 2, 3, 4, 5]<\/p>\n<p>result = reduce(lambda x, y: x + y, numbers)<\/p>\n<p>print(result)  # \u8f93\u51fa 15<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0creduce\u51fd\u6570\u901a\u8fc7lambda\u51fd\u6570\u5c06\u5217\u8868\u4e2d\u7684\u6240\u6709\u6570\u76f8\u52a0\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u590d\u6742\u5e94\u7528<\/li>\n<\/ol>\n<p><p>reduce\u51fd\u6570\u4e0d\u4ec5\u53ef\u4ee5\u7528\u4e8e\u7b80\u5355\u7684\u52a0\u6cd5\u64cd\u4f5c\uff0c\u8fd8\u53ef\u4ee5\u7528\u4e8e\u66f4\u590d\u6742\u7684\u8ba1\u7b97\u3002\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u60f3\u8981\u8ba1\u7b97\u4e00\u4e2a\u5217\u8868\u4e2d\u6240\u6709\u5143\u7d20\u7684\u4e58\u79ef\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from functools import reduce<\/p>\n<p>numbers = [1, 2, 3, 4, 5]<\/p>\n<p>result = reduce(lambda x, y: x * y, numbers)<\/p>\n<p>print(result)  # \u8f93\u51fa 120<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u5c06lambda\u51fd\u6570\u6539\u4e3a\u4e58\u6cd5\u64cd\u4f5c\uff0c\u5b9e\u73b0\u4e86\u5bf9\u5217\u8868\u4e2d\u6240\u6709\u5143\u7d20\u7684\u4e58\u79ef\u8ba1\u7b97\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u4f7f\u7528\u5217\u8868\u63a8\u5bfc<\/p>\n<\/p>\n<p><p>\u5217\u8868\u63a8\u5bfc\uff08List Comprehension\uff09\u662f\u4e00\u79cd\u7b80\u6d01\u800c\u5f3a\u5927\u7684\u751f\u6210\u5217\u8868\u7684\u65b9\u5f0f\u3002\u867d\u7136\u5b83\u4e3b\u8981\u7528\u4e8e\u751f\u6210\u65b0\u5217\u8868\uff0c\u4f46\u7ed3\u5408\u5176\u4ed6\u51fd\u6570\uff0c\u5982sum\u3001max\u7b49\uff0c\u4e5f\u53ef\u4ee5\u5b9e\u73b0\u6298\u53e0\u7684\u6548\u679c\u3002<\/p>\n<\/p>\n<ol>\n<li>\u57fa\u672c\u7528\u6cd5<\/li>\n<\/ol>\n<p><p>\u5217\u8868\u63a8\u5bfc\u4f7f\u5f97\u5bf9\u5217\u8868\u4e2d\u7684\u6bcf\u4e2a\u5143\u7d20\u8fdb\u884c\u64cd\u4f5c\u53d8\u5f97\u7b80\u5355\u3002\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u6709\u4e00\u4e2a\u5217\u8868\uff0c\u60f3\u8981\u8ba1\u7b97\u5176\u4e2d\u6240\u6709\u5076\u6570\u7684\u548c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">numbers = [1, 2, 3, 4, 5, 6]<\/p>\n<p>even_sum = sum([x for x in numbers if x % 2 == 0])<\/p>\n<p>print(even_sum)  # \u8f93\u51fa 12<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u5217\u8868\u63a8\u5bfc\u751f\u6210\u4e86\u4e00\u4e2a\u4ec5\u5305\u542b\u5076\u6570\u7684\u5217\u8868\uff0c\u7136\u540esum\u51fd\u6570\u5bf9\u5176\u6c42\u548c\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u590d\u6742\u5e94\u7528<\/li>\n<\/ol>\n<p><p>\u5217\u8868\u63a8\u5bfc\u4e0d\u4ec5\u53ef\u4ee5\u7528\u4e8e\u7b80\u5355\u7684\u6761\u4ef6\u64cd\u4f5c\uff0c\u8fd8\u53ef\u4ee5\u7528\u4e8e\u590d\u6742\u7684\u53d8\u6362\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u60f3\u8981\u5bf9\u4e00\u4e2a\u5217\u8868\u4e2d\u7684\u6bcf\u4e2a\u5143\u7d20\u8fdb\u884c\u5e73\u65b9\uff0c\u7136\u540e\u8ba1\u7b97\u5176\u603b\u548c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">numbers = [1, 2, 3, 4, 5]<\/p>\n<p>squared_sum = sum([x2 for x in numbers])<\/p>\n<p>print(squared_sum)  # \u8f93\u51fa 55<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4e2a\u4f8b\u5b50\u5c55\u793a\u4e86\u5982\u4f55\u901a\u8fc7\u5217\u8868\u63a8\u5bfc\u5bf9\u5217\u8868\u4e2d\u7684\u6bcf\u4e2a\u5143\u7d20\u8fdb\u884c\u5e73\u65b9\u64cd\u4f5c\uff0c\u7136\u540e\u7528sum\u51fd\u6570\u8ba1\u7b97\u603b\u548c\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528\u9012\u5f52\u51fd\u6570<\/p>\n<\/p>\n<p><p>\u9012\u5f52\u662f\u4e00\u79cd\u51fd\u6570\u8c03\u7528\u81ea\u5df1\u7684\u7f16\u7a0b\u6280\u5de7\uff0c\u9002\u7528\u4e8e\u9700\u8981\u9010\u6b65\u5904\u7406\u6570\u636e\u7684\u573a\u666f\u3002\u9012\u5f52\u51fd\u6570\u901a\u8fc7\u4e0d\u65ad\u8c03\u7528\u81ea\u8eab\u6765\u5904\u7406\u6570\u636e\uff0c\u76f4\u5230\u8fbe\u5230\u7ec8\u6b62\u6761\u4ef6\u3002<\/p>\n<\/p>\n<ol>\n<li>\u57fa\u672c\u7528\u6cd5<\/li>\n<\/ol>\n<p><p>\u4e00\u4e2a\u7b80\u5355\u7684\u9012\u5f52\u51fd\u6570\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97\u5217\u8868\u4e2d\u6240\u6709\u5143\u7d20\u7684\u548c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def recursive_sum(numbers):<\/p>\n<p>    if not numbers:<\/p>\n<p>        return 0<\/p>\n<p>    else:<\/p>\n<p>        return numbers[0] + recursive_sum(numbers[1:])<\/p>\n<p>numbers = [1, 2, 3, 4, 5]<\/p>\n<p>result = recursive_sum(numbers)<\/p>\n<p>print(result)  # \u8f93\u51fa 15<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0crecursive_sum\u51fd\u6570\u901a\u8fc7\u9012\u5f52\u8c03\u7528\u81ea\u8eab\u6765\u8ba1\u7b97\u5217\u8868\u4e2d\u6240\u6709\u5143\u7d20\u7684\u548c\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u590d\u6742\u5e94\u7528<\/li>\n<\/ol>\n<p><p>\u9012\u5f52\u4e0d\u4ec5\u9002\u7528\u4e8e\u7b80\u5355\u7684\u52a0\u6cd5\u64cd\u4f5c\uff0c\u8fd8\u53ef\u4ee5\u7528\u4e8e\u66f4\u590d\u6742\u7684\u7b97\u6cd5\u3002\u4f8b\u5982\uff0c\u5047\u8bbe\u6211\u4eec\u60f3\u8981\u8ba1\u7b97\u6590\u6ce2\u90a3\u5951\u6570\u5217\u7684\u7b2cn\u9879\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def fibonacci(n):<\/p>\n<p>    if n &lt;= 1:<\/p>\n<p>        return n<\/p>\n<p>    else:<\/p>\n<p>        return fibonacci(n-1) + fibonacci(n-2)<\/p>\n<p>print(fibonacci(5))  # \u8f93\u51fa 5<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0cfibonacci\u51fd\u6570\u901a\u8fc7\u9012\u5f52\u8ba1\u7b97\u6590\u6ce2\u90a3\u5951\u6570\u5217\u7684\u7b2cn\u9879\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u6298\u53e0\u7684\u5e94\u7528\u573a\u666f<\/p>\n<\/p>\n<p><p>\u6298\u53e0\u5728\u8bb8\u591a\u7f16\u7a0b\u573a\u666f\u4e2d\u90fd\u975e\u5e38\u6709\u7528\uff0c\u5c24\u5176\u662f\u5728\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u7d2f\u8ba1\u8ba1\u7b97\u6216\u8005\u9010\u6b65\u5904\u7406\u65f6\u3002<\/p>\n<\/p>\n<ol>\n<li>\u6570\u636e\u5206\u6790<\/li>\n<\/ol>\n<p><p>\u5728\u6570\u636e\u5206\u6790\u4e2d\uff0c\u6298\u53e0\u53ef\u4ee5\u7528\u4e8e\u8ba1\u7b97\u6570\u636e\u96c6\u7684\u603b\u548c\u3001\u5e73\u5747\u503c\u3001\u6700\u5927\u503c\u548c\u6700\u5c0f\u503c\u7b49\u7edf\u8ba1\u91cf\u3002\u901a\u8fc7\u4f7f\u7528reduce\u3001\u5217\u8868\u63a8\u5bfc\u548c\u9012\u5f52\u51fd\u6570\uff0c\u5206\u6790\u4eba\u5458\u53ef\u4ee5\u5feb\u901f\u6709\u6548\u5730\u5904\u7406\u6570\u636e\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u7b97\u6cd5\u8bbe\u8ba1<\/li>\n<\/ol>\n<p><p>\u5728\u7b97\u6cd5\u8bbe\u8ba1\u4e2d\uff0c\u6298\u53e0\u53ef\u4ee5\u7528\u4e8e\u5b9e\u73b0\u9012\u5f52\u7b97\u6cd5\uff0c\u5982\u5206\u6cbb\u6cd5\u548c\u52a8\u6001\u89c4\u5212\u3002\u901a\u8fc7\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u66f4\u5c0f\u7684\u5b50\u95ee\u9898\u5e76\u9010\u6b65\u89e3\u51b3\uff0c\u7a0b\u5e8f\u5458\u53ef\u4ee5\u8bbe\u8ba1\u51fa\u9ad8\u6548\u7684\u7b97\u6cd5\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u51fd\u6570\u5f0f\u7f16\u7a0b<\/li>\n<\/ol>\n<p><p>\u5728\u51fd\u6570\u5f0f\u7f16\u7a0b\u4e2d\uff0c\u6298\u53e0\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u64cd\u4f5c\uff0c\u7528\u4e8e\u5c06\u51fd\u6570\u5e94\u7528\u4e8e\u5e8f\u5217\u4e2d\u7684\u5143\u7d20\u3002\u901a\u8fc7\u4f7f\u7528\u6298\u53e0\uff0c\u7a0b\u5e8f\u5458\u53ef\u4ee5\u7f16\u5199\u51fa\u7b80\u6d01\u3001\u4f18\u96c5\u7684\u4ee3\u7801\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u6298\u53e0\u7684\u4f18\u7f3a\u70b9<\/p>\n<\/p>\n<p><p>\u867d\u7136\u6298\u53e0\u5728\u8bb8\u591a\u573a\u666f\u4e2d\u90fd\u5f88\u6709\u7528\uff0c\u4f46\u5b83\u4e5f\u6709\u4e00\u4e9b\u9650\u5236\u548c\u9700\u8981\u6ce8\u610f\u7684\u5730\u65b9\u3002<\/p>\n<\/p>\n<ol>\n<li>\u4f18\u70b9<\/li>\n<\/ol>\n<p><p>\u6298\u53e0\u4f7f\u5f97\u5bf9\u5e8f\u5217\u8fdb\u884c\u7d2f\u8ba1\u8ba1\u7b97\u53d8\u5f97\u7b80\u5355\uff0c\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u4ee3\u7801\u91cf\u3002\u540c\u65f6\uff0c\u5b83\u4e5f\u63d0\u4f9b\u4e86\u4e00\u79cd\u6e05\u6670\u7684\u65b9\u5f0f\u6765\u8868\u8fbe\u7b97\u6cd5\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u7f3a\u70b9<\/li>\n<\/ol>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u6298\u53e0\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6027\u80fd\u95ee\u9898\uff0c\u5c24\u5176\u662f\u5728\u9012\u5f52\u6df1\u5ea6\u8f83\u5927\u65f6\u3002\u6b64\u5916\uff0c\u8fc7\u5ea6\u4f7f\u7528\u6298\u53e0\u53ef\u80fd\u4f1a\u4f7f\u4ee3\u7801\u96be\u4ee5\u9605\u8bfb\u548c\u7406\u89e3\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7ed3\u6765\u8bf4\uff0cPython\u4e2d\u7684\u6298\u53e0\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u901a\u8fc7reduce\u51fd\u6570\u3001\u5217\u8868\u63a8\u5bfc\u548c\u9012\u5f52\u51fd\u6570\u6765\u5b9e\u73b0\u3002\u901a\u8fc7\u6b63\u786e\u4f7f\u7528\u6298\u53e0\uff0c\u7a0b\u5e8f\u5458\u53ef\u4ee5\u7f16\u5199\u51fa\u7b80\u6d01\u3001\u9ad8\u6548\u7684\u4ee3\u7801\u3002\u7136\u800c\uff0c\u5728\u4f7f\u7528\u6298\u53e0\u65f6\u4e5f\u9700\u8981\u6ce8\u610f\u5176\u6027\u80fd\u548c\u53ef\u8bfb\u6027\u95ee\u9898\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> 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