{"id":38,"date":"2022-11-26T03:40:37","date_gmt":"2023-10-12T17:05:23","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/index.php\/2023\/11\/30\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/"},"modified":"2025-07-31T21:49:47","modified_gmt":"2025-07-31T13:49:47","slug":"%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/","title":{"rendered":"Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5"},"content":{"rendered":"<h3>\u5f15\u8a00<\/h3>\n<p>\u5728\u7f16\u7a0b\u6216\u5b66\u4e60Python\u65f6\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u5224\u65ad\u4e24\u4e2a\u6216\u591a\u4e2a\u5217\u8868\u662f\u5426\u76f8\u7b49\u3002\u5f53\u6bd4\u8f83\u5217\u8868\u7684\u76f8\u7b49\u6027\u65f6\uff0c\u60a8\u5b9e\u9645\u4e0a\u662f\u5728\u68c0\u67e5\u5217\u8868\u662f\u5426\u5177\u6709\u76f8\u540c\u7684\u957f\u5ea6\uff0c\u5e76\u4e14\u5217\u8868\u4e2d\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u5426\u90fd\u76f8\u7b49\u3002\u957f\u5ea6\u4e0d\u540c\u7684\u5217\u8868\u6c38\u8fdc\u4e0d\u4f1a\u88ab\u8ba4\u4e3a\u662f\u76f8\u7b49\u7684\u3002<\/p>\n<p>\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u4ee5\u4e0bPython\u529f\u80fd\u6765\u6bd4\u8f83\u5217\u8868\uff1a<\/p>\n<ul class=\"post-ul\">\n<li>\u4f7f\u7528 <code>sort()<\/code> \u65b9\u6cd5\u6216 <code>sorted()<\/code> \u51fd\u6570\u914d\u5408 <code>==<\/code> \u8fd0\u7b97\u7b26<\/li>\n<li>\u4f7f\u7528 <code>set()<\/code> \u51fd\u6570\u914d\u5408 <code>==<\/code> \u8fd0\u7b97\u7b26<\/li>\n<li>\u4f7f\u7528 <code>reduce()<\/code> \u548c <code>map()<\/code> \u51fd\u6570\u914d\u5408 <code>==<\/code> \u8fd0\u7b97\u7b26<\/li>\n<li>\u4f7f\u7528 <code>collections.Counter()<\/code> \u7c7b\u914d\u5408 <code>==<\/code> \u8fd0\u7b97\u7b26<\/li>\n<li>\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\uff08list comprehension\uff09<\/li>\n<\/ul>\n<h2>\u4f7f\u7528 <code>sort()<\/code> \u65b9\u6cd5\u6216 <code>sorted()<\/code> \u51fd\u6570\u6bd4\u8f83\u5217\u8868<\/h2>\n<p>\u60a8\u53ef\u4ee5\u4f7f\u7528 <code>sort()<\/code> \u65b9\u6cd5\u6216 <code>sorted()<\/code> \u51fd\u6570\u5bf9\u5217\u8868\u8fdb\u884c\u6392\u5e8f\uff0c\u4ee5\u4fbf\u6bd4\u8f83\u5b83\u4eec\u7684\u76f8\u7b49\u6027\u3002<code>sort()<\/code> \u65b9\u6cd5\u4f1a<a href=\"#\" title=\"\u539f\u5730\u6392\u5e8f\">\u539f\u5730\u6392\u5e8f<\/a>\u5217\u8868\uff0c\u800c <code>sorted()<\/code> \u51fd\u6570\u4f1a\u8fd4\u56de\u4e00\u4e2a\u65b0\u7684\u5df2\u6392\u5e8f\u5217\u8868\u3002\u6392\u5e8f\u540e\uff0c\u5982\u679c\u4e24\u4e2a\u5217\u8868\u76f8\u7b49\uff0c\u5b83\u4eec\u5728\u76f8\u540c\u7d22\u5f15\u4f4d\u7f6e\u4e0a\u7684\u5143\u7d20\u5c06\u5b8c\u5168\u76f8\u540c\u3002<code>==<\/code> \u8fd0\u7b97\u7b26\u4f1a\u9010\u4e2a\u5143\u7d20\u8fdb\u884c\u6bd4\u8f83\uff08\u5373\u9010\u5143\u7d20\u6bd4\u8f83\uff09\u3002<\/p>\n<p>\u5728\u6bd4\u8f83\u4e4b\u524d\uff0c\u539f\u59cb\u5217\u8868\u5143\u7d20\u7684\u987a\u5e8f\u5e76\u4e0d\u91cd\u8981\uff0c\u56e0\u4e3a\u5217\u8868\u4f1a\u5728\u6392\u5e8f\u540e\u8fdb\u884c\u6bd4\u8f83\u3002<\/p>\n<div class=\"post-conf-note\">\n<p class=\"post-conf-desc\"><strong>\u6ce8\u610f\uff1a<\/strong>\u53ea\u80fd\u5bf9\u5305\u542b\u76f8\u540c\u6570\u636e\u7c7b\u578b\u7684\u5217\u8868\u8fdb\u884c\u6392\u5e8f\u3002<\/p>\n<\/div>\n<h3><code>sort()<\/code> \u65b9\u6cd5\u793a\u4f8b<\/h3>\n<p>\u4e0b\u9762\u7684\u4f8b\u5b50\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528 <code>sort()<\/code> \u65b9\u6cd5\u5bf9\u5217\u8868\u8fdb\u884c\u6392\u5e8f\u548c\u6bd4\u8f83\u5224\u7b49\uff1a<\/p>\n<pre class=\"post-pre\"><code class=\"language-python\">l1 = [10, 20, 30, 40, 50]\r\nl2 = [20, 30, 50, 40, 70]\r\nl3 = [50, 10, 30, 20, 40]\r\n\r\nl1.sort()\r\nl2.sort()\r\nl3.sort()\r\n\r\nif l1 == l2:\r\n    print(\"\u5217\u8868 l1 \u548c l2 \u76f8\u540c\")\r\nelse:\r\n    print(\"\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c\")\r\n\r\nif l1 == l3:\r\n    print(\"\u5217\u8868 l1 \u548c l3 \u76f8\u540c\")\r\nelse:\r\n    print(\"\u5217\u8868 l1 \u548c l3 \u4e0d\u76f8\u540c\")\r\n<\/code><\/pre>\n<div class=\"secondary-code-label\" title=\"\u8f93\u51fa\">\u8f93\u51fa<\/div>\n<pre class=\"post-pre\"><code class=\"language-text\">\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c\r\n\u5217\u8868 l1 \u548c l3 \u76f8\u540c\r\n<\/code><\/pre>\n<p>\u4e0a\u8ff0\u793a\u4f8b\u4ee3\u7801\u5bf9\u6bcf\u4e2a\u5217\u8868\u8fdb\u884c\u6392\u5e8f\uff0c\u7136\u540e\u6bd4\u8f83 <code>l1<\/code> \u548c <code>l3<\/code> \u7684\u7ed3\u679c\u5e76\u6253\u5370\uff0c\u63a5\u7740\u6bd4\u8f83 <code>l1<\/code> \u548c <code>l2<\/code> \u7684\u7ed3\u679c\u5e76\u6253\u5370\u3002<\/p>\n<h3><code>sorted()<\/code> \u51fd\u6570\u793a\u4f8b<\/h3>\n<p>\u8fd9\u662f\u6587\u7ae0\u300a\u5982\u4f55\u5728Python\u4e2d\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u300b\u7684\u7b2c2\u90e8\u5206\uff08\u51716\u90e8\u5206\uff09\u3002<\/p>\n<p>\u4e0b\u9762\u7684\u793a\u4f8b\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528<code>sorted()<\/code>\u51fd\u6570\u5bf9\u5217\u8868\u8fdb\u884c\u6392\u5e8f\u5e76\u6bd4\u8f83\u5b83\u4eec\u662f\u5426\u76f8\u7b49\u3002<\/p>\n<pre class=\"post-pre\"><code class=\"language-python\">l1 = [10, 20, 30, 40, 50]\r\nl2 = [20, 30, 50, 40, 70]\r\nl3 = [50, 10, 30, 20, 40]\r\n\r\nl1_sorted = sorted(l1)\r\nl2_sorted = sorted(l2)\r\nl3_sorted = sorted(l3)\r\n\r\nif l1_sorted == l2_sorted:\r\n    print (\"\u5217\u8868 l1 \u548c l2 \u76f8\u540c\")\r\nelse:\r\n    print (\"\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c\")\r\n\r\nif l1_sorted == l3_sorted:\r\n    print (\"\u5217\u8868 l1 \u548c l3 \u76f8\u540c\")\r\nelse:\r\n    print (\"\u5217\u8868 l1 \u548c l3 \u4e0d\u76f8\u540c\")\r\n<\/code><\/pre>\n<div class=\"secondary-code-label\" title=\"Output\">\u8f93\u51fa<\/div>\n<pre class=\"post-pre\"><code class=\"language-text\">\r\n\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c\r\n\u5217\u8868 l1 \u548c l3 \u76f8\u540c\r\n<\/code><\/pre>\n<p>\u4e0a\u8ff0\u4ee3\u7801\u793a\u4f8b\u9996\u5148\u8fd4\u56de\u6bcf\u4e2a\u5217\u8868\u7684\u6392\u5e8f\u7248\u672c\uff0c\u7136\u540e\u6bd4\u8f83<code>l1<\/code>\u548c<code>l3<\/code>\u5e76\u6253\u5370\u7ed3\u679c\uff0c\u63a5\u7740\u6bd4\u8f83<code>l1<\/code>\u548c<code>l2<\/code>\u5e76\u6253\u5370\u7ed3\u679c\u3002<\/p>\n<h2>\u4f7f\u7528 <code>reduce()<\/code> \u548c <code>map()<\/code> \u51fd\u6570\u6765\u6bd4\u8f83\u5217\u8868<\/h2>\n<p>\u8fd9\u662f\u6587\u7ae0\u300a\u5982\u4f55\u5728Python\u4e2d\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u300b\u7684\u7b2c3\u90e8\u5206\uff08\u51716\u90e8\u5206\uff09\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u4f7f\u7528Python\u7684<code>map()<\/code>\u51fd\u6570\u4e0e<code>functools.reduce()<\/code>\u51fd\u6570\u6765\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u6570\u636e\u9879\u3002\u5f53\u5b83\u4eec\u7ed3\u5408\u4f7f\u7528\u65f6\uff0c<code>map()<\/code>\u51fd\u6570\u4f1a\u5c06\u7ed9\u5b9a\u7684\u51fd\u6570\u5e94\u7528\u4e8e\u6bcf\u4e2a\u5143\u7d20\uff0c\u800c<code>reduce()<\/code>\u51fd\u6570\u5219\u786e\u4fdd\u4ee5\u8fde\u7eed\u7684\u65b9\u5f0f\u5e94\u7528\u51fd\u6570\u3002<\/p>\n<h3><code>map()<\/code>\u51fd\u6570<\/h3>\n<p><code>map()<\/code>\u51fd\u6570\u63a5\u53d7\u4e00\u4e2a\u51fd\u6570\u548c\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61\u4f5c\u4e3a\u53c2\u6570\u3002<code>map()<\/code>\u51fd\u6570\u5c06\u7ed9\u5b9a\u7684\u51fd\u6570\u5e94\u7528\u4e8e\u53ef\u8fed\u4ee3\u5bf9\u8c61\u7684\u6bcf\u4e2a\u9879\uff0c\u7136\u540e\u8fd4\u56de\u4e00\u4e2a<code>map<\/code>\u5bf9\u8c61\uff08\u8fed\u4ee3\u5668\uff09\u4f5c\u4e3a\u7ed3\u679c\u3002<\/p>\n<h3><code>functools.reduce()<\/code>\u51fd\u6570<\/h3>\n<p><code>functools.reduce()<\/code>\u51fd\u6570\u4e5f\u63a5\u53d7\u4e00\u4e2a\u51fd\u6570\u548c\u4e00\u4e2a\u53ef\u8fed\u4ee3\u5bf9\u8c61\u4f5c\u4e3a\u53c2\u6570\u3002<code>functools.reduce()<\/code>\u51fd\u6570\u9012\u5f52\u5730\u5c06\u7ed9\u5b9a\u7684\u51fd\u6570\u5e94\u7528\u4e8e\u53ef\u8fed\u4ee3\u5bf9\u8c61\u7684\u6bcf\u4e2a\u5143\u7d20\u3002\u6700\u521d\uff0c<code>functools.reduce()<\/code>\u51fd\u6570\u5c06\u8be5\u51fd\u6570\u5e94\u7528\u4e8e\u7b2c\u4e00\u4e2a\u548c\u7b2c\u4e8c\u4e2a\u5143\u7d20\uff0c\u5e76\u8fd4\u56de\u7ed3\u679c\uff0c\u7136\u540e\u5c06\u8be5\u51fd\u6570\u5e94\u7528\u4e8e\u7ed3\u679c\u548c\u7b2c\u4e09\u4e2a\u5143\u7d20\uff0c\u5e76\u7ee7\u7eed\u76f4\u5230\u5217\u8868\u6ca1\u6709\u5269\u4f59\u9879\u3002<\/p>\n<p>\u5f53\u4f60\u5c06\u5b83\u4eec\u7ed3\u5408\u4f7f\u7528\u65f6\uff0c<code>map()<\/code>\u51fd\u6570\u5c06\u7ed9\u5b9a\u7684\u51fd\u6570\u5e94\u7528\u4e8e\u6bcf\u4e2a\u5143\u7d20\uff0c\u800c<code>reduce()<\/code>\u51fd\u6570\u5219\u786e\u4fdd\u4ee5\u8fde\u7eed\u7684\u65b9\u5f0f\u5e94\u7528\u8be5\u51fd\u6570\u3002<\/p>\n<p>\u5f53\u4f7f\u7528<code>reduce()<\/code>\u548c<code>map()<\/code>\u51fd\u6570\u65f6\uff0c\u5217\u8868\u9879\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u3002\u5177\u6709\u76f8\u540c\u9879\u4f46\u987a\u5e8f\u4e0d\u540c\u7684\u5217\u8868\u5728\u8fdb\u884c\u76f8\u7b49\u6027\u6bd4\u8f83\u65f6\u4e0d\u4f1a\u8fd4\u56de<code>True<\/code>\u3002\u5982\u679c\u9700\u8981\uff0c\u53ef\u4ee5\u5148\u5bf9\u5217\u8868\u8fdb\u884c\u6392\u5e8f\u3002<\/p>\n<p>\u4ee5\u4e0b\u793a\u4f8b\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528<code>reduce()<\/code>\u548c<code>map()<\/code>\u51fd\u6570\u6765\u6bd4\u8f83\u5217\u8868\u7684\u76f8\u7b49\u6027\uff1a<\/p>\n<pre class=\"post-pre\"><code class=\"language-python\"><span class=\"token keyword\">import<\/span> functools\r\n\r\nl1 <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">20<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">40<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">]<\/span>\r\nl2 <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">20<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">40<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">70<\/span><span class=\"token punctuation\">]<\/span>\r\nl3 <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">20<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">40<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">]<\/span>\r\n\r\n<span class=\"token keyword\">if<\/span> functools<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">reduce<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">lambda<\/span> x<span class=\"token punctuation\">,<\/span> y <span class=\"token punctuation\">:<\/span> x <span class=\"token keyword\">and<\/span> y<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">lambda<\/span> p<span class=\"token punctuation\">,<\/span> q<span class=\"token punctuation\">:<\/span> p <span class=\"token operator\">==<\/span> q<span class=\"token punctuation\">,<\/span>l1<span class=\"token punctuation\">,<\/span>l2<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n    <span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5217\u8868 l1 \u548c l2 \u76f8\u540c\"<\/span><span class=\"token punctuation\">)<\/span>\r\n<span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>\r\n    <span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c\"<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n<span class=\"token keyword\">if<\/span> functools<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">reduce<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">lambda<\/span> x<span class=\"token punctuation\">,<\/span> y <span class=\"token punctuation\">:<\/span> x <span class=\"token keyword\">and<\/span> y<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">lambda<\/span> p<span class=\"token punctuation\">,<\/span> q<span class=\"token punctuation\">:<\/span> p <span class=\"token operator\">==<\/span> q<span class=\"token punctuation\">,<\/span>l1<span class=\"token punctuation\">,<\/span>l3<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n    <span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5217\u8868 l1 \u548c l3 \u76f8\u540c\"<\/span><span class=\"token punctuation\">)<\/span>\r\n<span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>\r\n    <span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5217\u8868 l1 \u548c l3 \u4e0d\u76f8\u540c\"<\/span><span class=\"token punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>\u8f93\u51fa\u7ed3\u679c\u662f\uff1a<\/p>\n<pre class=\"post-pre\"><code class=\"language-text\">\r\n\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c\r\n\u5217\u8868 l1 \u548c l3 \u76f8\u540c\r\n<\/code><\/pre>\n<div class=\"secondary-code-label\" title=\"Output\">\u8f93\u51fa<\/div>\n<p>\u8fd9\u662f\u6587\u7ae0\u300a\u5982\u4f55\u5728Python\u4e2d\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u300b\u7684\u7b2c4\u90e8\u5206\uff08\u51716\u90e8\u5206\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code><\/code><\/pre>\n<p>\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c<\/p>\n<p>\u5217\u8868 l1 \u548c l3 \u76f8\u540c<\/p>\n<pre class=\"post-pre\"><code><\/code><\/pre>\n<p>\u4e0a\u8ff0\u793a\u4f8b\u4ee3\u7801\u5c06 l1 \u4e0e l2 \u8fdb\u884c\u6bd4\u8f83\uff0c\u7136\u540e\u5c06 l1 \u4e0e l3 \u8fdb\u884c\u6bd4\u8f83\u3002<\/p>\n<h2>\u4f7f\u7528 <code>set()<\/code> \u51fd\u6570\u6bd4\u8f83\u5217\u8868<\/h2>\n<p>\u4f60\u53ef\u4ee5\u4f7f\u7528 <code>set()<\/code> \u51fd\u6570\u6839\u636e\u7ed9\u5b9a\u7684\u5217\u8868\u521b\u5efa\u96c6\u5408\u5bf9\u8c61\uff0c\u7136\u540e\u4f7f\u7528 <code>==<\/code> \u8fd0\u7b97\u7b26\u6bd4\u8f83\u8fd9\u4e9b\u96c6\u5408\u662f\u5426\u76f8\u7b49\u3002<\/p>\n<p>\u539f\u59cb\u5217\u8868\u9879\u7684\u987a\u5e8f\u5e76\u4e0d\u91cd\u8981\uff0c\u56e0\u4e3a\u5f53\u6bcf\u4e2a\u96c6\u5408\u5305\u542b\u76f8\u540c\u9879\uff08\u65e0\u8bba\u987a\u5e8f\u5982\u4f55\uff09\u65f6\uff0c<code>==<\/code> \u8fd0\u7b97\u7b26\u4f1a\u8fd4\u56de <code>True<\/code>\u3002<\/p>\n<div class=\"post-conf-note\">\n<p class=\"post-conf-desc\"><strong>\u6ce8\u610f\uff1a<\/strong>\u5728\u4e00\u4e2a\u96c6\u5408\u4e2d\uff0c\u91cd\u590d\u7684\u5217\u8868\u9879\u53ea\u4f1a\u51fa\u73b0\u4e00\u6b21\u3002\u4e0b\u9762\u7684\u793a\u4f8b\u6f14\u793a\u5982\u4f55\u5c06\u5217\u8868\u8f6c\u6362\u4e3a\u96c6\u5408\u5e76\u6bd4\u8f83\u8fd9\u4e9b\u96c6\u5408\u662f\u5426\u76f8\u7b49\u3002<\/p>\n<\/div>\n<pre class=\"post-pre\"><code>l1 = [10, 20, 30, 40, 50]\r\nl2 = [50, 10, 30, 20, 40]\r\n\r\na = set(l1)\r\nb = set(l2)\r\n\r\nif a == b:\r\n    print(\"Lists l1 and l2 are equal\")\r\nelse:\r\n    print(\"Lists l1 and l2 are not equal\")\r\n<\/code><\/pre>\n<p>\u8f93\u51fa\u662f\uff1a<\/p>\n<pre class=\"post-pre\"><code><\/code><\/pre>\n<div class=\"secondary-code-label\" title=\"Output\">\u8f93\u51fa<\/div>\n<pre class=\"post-pre\"><code>Lists l1 and l2 are equal<\/code><\/pre>\n<pre class=\"post-pre\"><code><\/code><\/pre>\n<p>\u524d\u9762\u7684\u793a\u4f8b\u4ee3\u7801\u6839\u636e\u5217\u8868 <code>l1<\/code> \u548c <code>l2<\/code> \u521b\u5efa\u4e86\u96c6\u5408 <code>a<\/code> \u548c <code>b<\/code>\uff0c\u7136\u540e\u6bd4\u8f83\u8fd9\u4e24\u4e2a\u96c6\u5408\u5e76\u6253\u5370\u7ed3\u679c\u3002<\/p>\n<h2>\u4f7f\u7528 <code>collections.Counter()<\/code> \u7c7b\u6bd4\u8f83\u5217\u8868<\/h2>\n<h3>\u4f7f\u7528 `collections.Counter()` \u6bd4\u8f83\u5217\u8868\uff08\u65b9\u6cd5\u4e94\uff09<\/h3>\n<p>\u5728Python\u4e2d\uff0c<code>collections.Counter()<\/code> \u7c7b\u662f\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u5f3a\u5927\u5de5\u5177\u3002\u5b83\u901a\u8fc7\u8ba1\u7b97\u5217\u8868\u4e2d\u6bcf\u4e2a\u5143\u7d20\u7684\u51fa\u73b0\u9891\u7387\uff0c\u5e76\u5c06\u7ed3\u679c\u5b58\u50a8\u4e3a<code>{\u503c: \u9891\u7387}<\/code>\u7684\u5b57\u5178\u5f62\u5f0f\u3002\u5982\u679c\u4e24\u4e2a\u5217\u8868\u7ecf\u8fc7<code>Counter()<\/code>\u5904\u7406\u540e\u5f97\u5230\u76f8\u540c\u7684\u5b57\u5178\u8f93\u51fa\uff0c\u5219\u53ef\u4ee5\u63a8\u65ad\u8fd9\u4e24\u4e2a\u5217\u8868\u662f\u7b49\u4ef7\u7684\u3002<\/p>\n<p>\u4f7f\u7528<code>Counter<\/code>\u7c7b\u8fdb\u884c\u5217\u8868\u6bd4\u8f83\u65f6\uff0c\u539f\u59cb\u5217\u8868\u4e2d\u5143\u7d20\u7684\u987a\u5e8f\u5e76\u4e0d\u91cd\u8981\uff0c\u8fd9\u4f7f\u5f97\u5b83\u975e\u5e38\u9002\u5408\u6bd4\u8f83\u65e0\u5e8f\u96c6\u5408\u3002<\/p>\n<p>\u4ee5\u4e0b\u793a\u4f8b\u6f14\u793a\u4e86\u5982\u4f55\u4ece\u7ed9\u5b9a\u5217\u8868\u521b\u5efa\u8ba1\u6570\u5668\u5bf9\u8c61\uff0c\u5e76\u6bd4\u8f83\u5b83\u4eec\u7684\u76f8\u7b49\u6027\uff1a<\/p>\n<pre class=\"post-pre\"><code class=\"language-python\"><span class=\"token keyword\">import<\/span> collections\r\n\r\nl1 <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">20<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">40<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">]<\/span>\r\nl2 <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">20<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">40<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">70<\/span><span class=\"token punctuation\">]<\/span>\r\nl3 <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">20<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">40<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">]<\/span>\r\n\r\n<span class=\"token keyword\">if<\/span> collections<span class=\"token punctuation\">.<\/span>Counter<span class=\"token punctuation\">(<\/span>l1<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">==<\/span> collections<span class=\"token punctuation\">.<\/span>Counter<span class=\"token punctuation\">(<\/span>l2<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n    <span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5217\u8868 l1 \u548c l2 \u76f8\u540c\"<\/span><span class=\"token punctuation\">)<\/span>\r\n<span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>\r\n    <span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c\"<\/span><span class=\"token punctuation\">)<\/span>\r\n\r\n<span class=\"token keyword\">if<\/span> collections<span class=\"token punctuation\">.<\/span>Counter<span class=\"token punctuation\">(<\/span>l1<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">==<\/span> collections<span class=\"token punctuation\">.<\/span>Counter<span class=\"token punctuation\">(<\/span>l3<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\r\n    <span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5217\u8868 l1 \u548c l3 \u76f8\u540c\"<\/span><span class=\"token punctuation\">)<\/span>\r\n<span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>\r\n    <span class=\"token keyword\">print<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u5217\u8868 l1 \u548c l3 \u4e0d\u76f8\u540c\"<\/span><span class=\"token punctuation\">)<\/span>\r\n<\/code><\/pre>\n<h4>\u8f93\u51fa\u7ed3\u679c\uff1a<\/h4>\n<pre class=\"post-pre\"><code class=\"language-text\">\r\n\u5217\u8868 l1 \u548c l2 \u4e0d\u76f8\u540c\r\n\u5217\u8868 l1 \u548c l3 \u76f8\u540c\r\n<\/code><\/pre>\n<p>\u4e0a\u8ff0\u793a\u4f8b\u4ee3\u7801\u9996\u5148\u4e3a\u5217\u8868 <code>l1<\/code> \u548c <code>l2<\/code> \u521b\u5efa\u4e86\u8ba1\u6570\u5668\u5bf9\u8c61\uff0c\u7136\u540e\u8fdb\u884c\u6bd4\u8f83\u5e76\u6253\u5370\u7ed3\u679c\u3002\u63a5\u7740\uff0c\u5b83\u5bf9\u5217\u8868 <code>l1<\/code> \u548c <code>l3<\/code> \u91cd\u590d\u4e86\u76f8\u540c\u7684\u64cd\u4f5c\u3002<\/p>\n<h3>\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u6bd4\u8f83\u5217\u8868<\/h3>\n<p>\u8fd9\u662f\u6587\u7ae0\u300a\u5982\u4f55\u5728Python\u4e2d\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u300b\u7684\u7b2c6\u90e8\u5206\uff08\u51716\u90e8\u5206\uff09\u3002<\/p>\n<h3>\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u6bd4\u8f83\u5217\u8868<\/h3>\n<p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u6765\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u3002\u6709\u5173\u5217\u8868\u63a8\u5bfc\u5f0f\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605<a href=\"#\" target=\"_blank\" rel=\"noopener\">Python 3\u4e2d\u7684\u7406\u89e3\u5217\u8868\u63a8\u5bfc\u5f0f<\/a>\u3002<\/p>\n<p>\u5f53\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u6bd4\u8f83\u5217\u8868\u65f6\uff0c\u539f\u59cb\u5217\u8868\u9879\u7684\u987a\u5e8f\u5e76\u4e0d\u91cd\u8981\u3002<\/p>\n<p>\u4e0b\u9762\u7684\u4f8b\u5b50\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u6765\u6bd4\u8f83\u5217\u8868\uff1a<\/p>\n<pre class=\"post-pre\"><code class=\"language-python\">l1 = [10, 20, 30, 40, 50]\r\nl2 = [50, 75, 30, 20, 40]\r\nl3 = [50, 20, 30, 40, 10]\r\n\r\nres = [x for x in l1 + l2 if x not in l1 or x not in l2]\r\n\r\nprint(res)\r\nif not res:\r\n    print(\"\u5217\u8868l1\u548cl2\u76f8\u7b49\")\r\nelse:\r\n    print(\"\u5217\u8868l1\u548cl2\u4e0d\u76f8\u7b49\")\r\n\r\nres2 = [x for x in l1 + l3 if x not in l1 or x not in l3]\r\n\r\nprint(res2)\r\nif not res2:\r\n    print(\"\u5217\u8868l1\u548cl3\u76f8\u7b49\")\r\nelse:\r\n    print(\"\u5217\u8868l1\u548cl3\u4e0d\u76f8\u7b49\")\r\n<\/code><\/pre>\n<p>\u524d\u9762\u7684\u793a\u4f8b\u4ee3\u7801\u5c06\u6307\u9488\u5143\u7d20<code>x<\/code>\u8bbe\u7f6e\u4e3a\u5217\u8868<code>l1<\/code>\u548c<code>l2<\/code>\u7684\u7ec4\u5408\uff0c\u7136\u540e\u68c0\u67e5\u8be5\u5143\u7d20\u662f\u5426\u5b58\u5728\u4e8e\u5176\u4e2d\u4e00\u4e2a\u5217\u8868\u4e2d\u4f46\u4e0d\u5728\u53e6\u4e00\u4e2a\u5217\u8868\u4e2d\u3002\u5982\u679c\u7ed3\u679c<code>res<\/code>\u662f\u4e00\u4e2a\u7a7a\u5217\u8868\uff0c\u90a3\u4e48\u53ef\u4ee5\u63a8\u65ad\u8fd9\u4e24\u4e2a\u5217\u8868\u662f\u76f8\u7b49\u7684\uff0c\u56e0\u4e3a\u6ca1\u6709\u53ea\u51fa\u73b0\u5728\u5176\u4e2d\u4e00\u4e2a\u5217\u8868\u4e2d\u7684\u9879\u76ee\u3002<\/p>\n<div class=\"secondary-code-label\" title=\"Output\">\u8f93\u51fa\u7ed3\u679c<\/div>\n<pre class=\"post-pre\"><code class=\"language-text\">[10, 75]\r\n\u5217\u8868l1\u548cl2\u4e0d\u76f8\u7b49\r\n[]\r\n\u5217\u8868l1\u548cl3\u76f8\u7b49\r\n<\/code><\/pre>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u672c\u6587\u63cf\u8ff0\u4e86\u51e0\u79cd\u5728Python\u4e2d\u6bd4\u8f83\u5217\u8868\u662f\u5426\u76f8\u7b49\u7684\u65b9\u6cd5\u3002\u8bf7\u7ee7\u7eed\u5b66\u4e60\u66f4\u591a\u5173\u4e8ePython\u7684\u6559\u7a0b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00 \u5728\u7f16\u7a0b\u6216\u5b66\u4e60Python\u65f6\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u5224\u65ad\u4e24\u4e2a\u6216\u591a\u4e2a\u5217\u8868\u662f\u5426\u76f8\u7b49\u3002\u5f53\u6bd4\u8f83\u5217\u8868\u7684\u76f8\u7b49\u6027\u65f6\uff0c\u60a8\u5b9e\u9645\u4e0a\u662f\u5728\u68c0\u67e5 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[32,280,325,252,184],"class_list":{"0":"post-38","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-uncategorized","7":"tag-python","9":"tag-325","10":"tag-252","11":"tag-184"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u672cPython\u6559\u7a0b\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5728Python\u4e2d\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u5143\u7d20\u3001\u987a\u5e8f\u3001\u957f\u5ea6\u7b49\u65b9\u9762\u7684\u6bd4\u8f83\uff0c\u5e76\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u4ee3\u7801\u793a\u4f8b\uff0c\u52a9\u4f60\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5982\u4f55\u5728python\u4e2d\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5\" \/>\n<meta property=\"og:description\" content=\"\u672cPython\u6559\u7a0b\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5728Python\u4e2d\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u5143\u7d20\u3001\u987a\u5e8f\u3001\u957f\u5ea6\u7b49\u65b9\u9762\u7684\u6bd4\u8f83\uff0c\u5e76\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u4ee3\u7801\u793a\u4f8b\uff0c\u52a9\u4f60\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5982\u4f55\u5728python\u4e2d\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-12T17:05:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-31T13:49:47+00:00\" \/>\n<meta name=\"author\" content=\"\u96c5, \u609f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u96c5, \u609f\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/\",\"name\":\"Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5 - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-10-12T17:05:23+00:00\",\"dateModified\":\"2025-07-31T13:49:47+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6\"},\"description\":\"\u672cPython\u6559\u7a0b\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5728Python\u4e2d\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u5143\u7d20\u3001\u987a\u5e8f\u3001\u957f\u5ea6\u7b49\u65b9\u9762\u7684\u6bd4\u8f83\uff0c\u5e76\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u4ee3\u7801\u793a\u4f8b\uff0c\u52a9\u4f60\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6\",\"name\":\"\u96c5, \u609f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g\",\"caption\":\"\u96c5, \u609f\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/yawu\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5 - Blog - Silicon Cloud","description":"\u672cPython\u6559\u7a0b\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5728Python\u4e2d\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u5143\u7d20\u3001\u987a\u5e8f\u3001\u957f\u5ea6\u7b49\u65b9\u9762\u7684\u6bd4\u8f83\uff0c\u5e76\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u4ee3\u7801\u793a\u4f8b\uff0c\u52a9\u4f60\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/\u5982\u4f55\u5728python\u4e2d\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\/","og_locale":"zh_CN","og_type":"article","og_title":"Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5","og_description":"\u672cPython\u6559\u7a0b\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5728Python\u4e2d\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u5143\u7d20\u3001\u987a\u5e8f\u3001\u957f\u5ea6\u7b49\u65b9\u9762\u7684\u6bd4\u8f83\uff0c\u5e76\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u4ee3\u7801\u793a\u4f8b\uff0c\u52a9\u4f60\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u5982\u4f55\u5728python\u4e2d\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-10-12T17:05:23+00:00","article_modified_time":"2025-07-31T13:49:47+00:00","author":"\u96c5, \u609f","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u96c5, \u609f","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/","name":"Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5 - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-10-12T17:05:23+00:00","dateModified":"2025-07-31T13:49:47+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6"},"description":"\u672cPython\u6559\u7a0b\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5728Python\u4e2d\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u5143\u7d20\u3001\u987a\u5e8f\u3001\u957f\u5ea6\u7b49\u65b9\u9762\u7684\u6bd4\u8f83\uff0c\u5e76\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u4ee3\u7801\u793a\u4f8b\uff0c\u52a9\u4f60\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002","breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"Python\u6559\u7a0b\uff1a\u9ad8\u6548\u6bd4\u8f83\u4e24\u4e2a\u5217\u8868\u7684\u591a\u79cd\u65b9\u6cd5"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6","name":"\u96c5, \u609f","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g","caption":"\u96c5, \u609f"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/yawu\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a6%82%e4%bd%95%e5%9c%a8python%e4%b8%ad%e6%af%94%e8%be%83%e4%b8%a4%e4%b8%aa%e5%88%97%e8%a1%a8\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/38","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=38"}],"version-history":[{"count":3,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/38\/revisions"}],"predecessor-version":[{"id":109493,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/38\/revisions\/109493"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=38"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=38"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=38"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}