{"id":118862,"date":"2026-10-28T08:56:21","date_gmt":"2026-10-28T00:56:21","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/118862.html"},"modified":"2026-10-28T08:56:21","modified_gmt":"2026-10-28T00:56:21","slug":"%e3%80%90python%e9%87%8f%e5%8c%96%e5%ae%9e%e6%88%98%e5%ae%9d%e5%85%b8-29%e3%80%91%e5%9f%ba%e9%87%91%e5%ae%9a%e6%8a%95%e3%80%81%e9%85%8d%e7%bd%ae%e6%89%8b%e5%86%8c%ef%bc%9a%e5%ae%9a%e6%8a%95%e5%9b%9e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/118862.html","title":{"rendered":"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09"},"content":{"rendered":"<h2>\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c&#xff1a;\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861&#xff08;Python \u53ef\u8dd1&#xff09;<\/h2>\n<p>\u624b\u518c\u5b9a\u4f4d&#xff1a;\u6a21\u5757\u56db\u7b2c 5 \u7bc7\u3002\u5b9a\u6295\u4e0e\u914d\u7f6e\u662f\u4e2d\u957f\u671f\u8d44\u91d1\u7684\u4e3b\u6218\u6cd5\u2014\u2014\u5b9a\u6295\u5e73\u6ed1\u6210\u672c\u3001\u518d\u5e73\u8861\u9501\u5b9a\u6bd4\u4f8b\u3002\u672c\u7bc7\u8bb2\u600e\u4e48\u7528 #07 \u7684\u5386\u53f2\u51c0\u503c\u505a\u5b9a\u6295\u56de\u6d4b\u4e0e\u7ec4\u5408\u518d\u5e73\u8861\u3002<br \/>\n\u6570\u636e\u6765\u6e90\u590d\u7528 #07 \u5386\u53f2\u51c0\u503c&#xff08;\/jh\/hb\/lsjz\/{\u4ee3\u7801}&#xff09;\u3002<\/p>\n<h3>1. \u4f60\u5c06\u5f97\u5230\u4ec0\u4e48<\/h3>\n<ul>\n<li>\u5468\/\u6708\u5b9a\u6295 \u7684\u56de\u6d4b\u4ee3\u7801&#xff08;\u7d2f\u8ba1\u4efd\u989d\u3001\u5e73\u5747\u6210\u672c\u3001\u6536\u76ca\u7387&#xff09;&#xff1b;<\/li>\n<li>\u80a1\u503a\u518d\u5e73\u8861&#xff08;\u56fa\u5b9a\u6bd4\u4f8b\u3001\u504f\u79bb\u9608\u503c\u89e6\u53d1&#xff09;\u7684\u5199\u6cd5&#xff1b;<\/li>\n<li>\u5b9a\u6295 vs \u4e00\u6b21\u6027\u4e70\u5165\u7684\u5bf9\u6bd4\u601d\u8def&#xff1b;<\/li>\n<li>\u5b9a\u6295\/\u914d\u7f6e\u7684 4 \u4e2a\u5751&#xff08;\u51c0\u503c\u65e5\u671f\u3001\u5206\u7ea2\u5904\u7406\u3001\u518d\u5e73\u8861\u9891\u7387\u3001\u6b62\u76c8&#xff09;\u3002<\/li>\n<\/ul>\n<h3>2. \u53d6\u6570\u7ea6\u5b9a&#xff08;\u590d\u7528&#xff09;<\/h3>\n<table>\n<tr>\u7528\u9014\u6765\u6e90\u7aef\u70b9\u89c1<\/tr>\n<tbody>\n<tr>\n<td>\u5386\u53f2\u51c0\u503c<\/td>\n<td>\/jh\/hb\/lsjz\/{\u4ee3\u7801}<\/td>\n<td>#07<\/td>\n<\/tr>\n<tr>\n<td>ETF\/\u57fa\u91d1\u5217\u8868<\/td>\n<td>\/fund\/list\/etf<\/td>\n<td>#07<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>3. \u6570\u636e\u6765\u6e90&#xff08;\u590d\u7528&#xff0c;\u4e0d\u91cd\u590d\u7f57\u5217&#xff09;<\/h3>\n<p>\u8be6\u89c1 #07 \u57fa\u91d1\u884c\u60c5\u4e0e\u51c0\u503c\u63a5\u53e3\u624b\u518c&#xff08;\u5386\u53f2\u51c0\u503c\u7aef\u70b9&#xff09;\u3002<\/p>\n<h3>4. \u6838\u5fc3\u6a21\u677f\u51fd\u6570&#xff08;\u81ea\u5305\u542b\u53ef\u8dd1&#xff09;<\/h3>\n<p><span class=\"token keyword\">import<\/span> pandas <span class=\"token keyword\">as<\/span> pd<br \/>\n<span class=\"token keyword\">import<\/span> numpy <span class=\"token keyword\">as<\/span> np<\/p>\n<p>_MOCK <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">dca_backtest<\/span><span class=\"token punctuation\">(<\/span>nav_series<span class=\"token punctuation\">,<\/span> amount<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1000<\/span><span class=\"token punctuation\">,<\/span> every<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;nav_series: \u5355\u4f4d\u51c0\u503c\u5e8f\u5217(\u5347\u5e8f)\u3002\u6bcf every \u671f\u6295\u5165 amount\u3002\u8fd4\u56de\u603b\u4efd\u989d\/\u6210\u672c\/\u6536\u76ca\u3002&#034;&#034;&#034;<\/span><br \/>\n    s <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>Series<span class=\"token punctuation\">(<\/span>nav_series<span class=\"token punctuation\">)<\/span><br \/>\n    shares <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.0<\/span><br \/>\n    cost <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.0<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>s<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> every<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        shares <span class=\"token operator\">&#043;&#061;<\/span> amount <span class=\"token operator\">\/<\/span> s<span class=\"token punctuation\">.<\/span>iloc<span class=\"token punctuation\">[<\/span>i<span class=\"token punctuation\">]<\/span><br \/>\n        cost <span class=\"token operator\">&#043;&#061;<\/span> amount<br \/>\n    value <span class=\"token operator\">&#061;<\/span> shares <span class=\"token operator\">*<\/span> s<span class=\"token punctuation\">.<\/span>iloc<span class=\"token punctuation\">[<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;\u4efd\u989d&#034;<\/span><span class=\"token punctuation\">:<\/span> shares<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6210\u672c&#034;<\/span><span class=\"token punctuation\">:<\/span> cost<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5e02\u503c&#034;<\/span><span class=\"token punctuation\">:<\/span> value<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6536\u76ca\u7387&#034;<\/span><span class=\"token punctuation\">:<\/span> value <span class=\"token operator\">\/<\/span> cost <span class=\"token operator\">&#8211;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">rebalance<\/span><span class=\"token punctuation\">(<\/span>weights<span class=\"token punctuation\">,<\/span> navs<span class=\"token punctuation\">,<\/span> threshold<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0.05<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u56fa\u5b9a\u6bd4\u4f8b\u518d\u5e73\u8861&#xff1a;\u504f\u79bb threshold \u5219\u8c03\u56de\u76ee\u6807\u6743\u91cd\u3002\u8fd4\u56de\u5f53\u524d\u6743\u91cd\u3002&#034;&#034;&#034;<\/span><br \/>\n    values <span class=\"token operator\">&#061;<\/span> np<span class=\"token punctuation\">.<\/span>array<span class=\"token punctuation\">(<\/span>navs<span class=\"token punctuation\">)<\/span><br \/>\n    total <span class=\"token operator\">&#061;<\/span> values<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">sum<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    cur <span class=\"token operator\">&#061;<\/span> values <span class=\"token operator\">\/<\/span> total<br \/>\n    need_rebalance <span class=\"token operator\">&#061;<\/span> np<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">any<\/span><span class=\"token punctuation\">(<\/span>np<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>cur <span class=\"token operator\">&#8211;<\/span> np<span class=\"token punctuation\">.<\/span>array<span class=\"token punctuation\">(<\/span>weights<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> threshold<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> cur<span class=\"token punctuation\">,<\/span> need_rebalance<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">run_check<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    nav <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">1.00<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1.02<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0.98<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1.05<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1.10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1.08<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1.15<\/span><span class=\"token punctuation\">]<\/span>   <span class=\"token comment\"># \u6ce2\u52a8\u4e0a\u884c<\/span><br \/>\n    r <span class=\"token operator\">&#061;<\/span> dca_backtest<span class=\"token punctuation\">(<\/span>nav<span class=\"token punctuation\">,<\/span> amount<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1000<\/span><span class=\"token punctuation\">,<\/span> every<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">assert<\/span> r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u6536\u76ca\u7387&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span> <span class=\"token keyword\">and<\/span> r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u4efd\u989d&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><br \/>\n    cur<span class=\"token punctuation\">,<\/span> reb <span class=\"token operator\">&#061;<\/span> rebalance<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0.5<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0.5<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">1200<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">800<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> threshold<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0.05<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">assert<\/span> reb     <span class=\"token comment\"># 60\/40 \u504f\u79bb&gt;5% \u9700\u518d\u5e73\u8861<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6821\u9a8c\u901a\u8fc7 | \u5b9a\u6295\u6536\u76ca\u7387&#061;%.2f%% \u518d\u5e73\u8861\u89e6\u53d1&#061;%s&#034;<\/span> <span class=\"token operator\">%<\/span> <span class=\"token punctuation\">(<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u6536\u76ca\u7387&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">100<\/span><span class=\"token punctuation\">,<\/span> reb<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> r<\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    run_check<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>5. \u8dd1\u901a\u793a\u4f8b<\/h3>\n<p>r <span class=\"token operator\">&#061;<\/span> run_check<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u5b9a\u6295\u7ed3\u679c:&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span>k<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>v<span class=\"token punctuation\">,<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> k<span class=\"token punctuation\">,<\/span> v <span class=\"token keyword\">in<\/span> r<span class=\"token punctuation\">.<\/span>items<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>6. \u5751\u4e0e\u6ce8\u610f\u4e8b\u9879<\/h3>\n<li>\u51c0\u503c\u65e5\u671f&#xff1a;\u5386\u53f2\u51c0\u503c T&#043;1&#xff0c;\u5b9a\u6295\u56de\u6d4b\u8981\u7528\u5b9e\u9645\u4ea4\u6613\u65e5\u51c0\u503c&#xff0c;\u522b\u7528\u672a\u6765\u65e5\u671f\u3002<\/li>\n<li>\u5206\u7ea2\u5904\u7406&#xff1a;\u7d2f\u8ba1\u51c0\u503c\u542b\u5206\u7ea2&#xff0c;\u5b9a\u6295\u8981\u7528\u300c\u5355\u4f4d\u51c0\u503c\u300d\u5e76\u5047\u8bbe\u7ea2\u5229\u518d\u6295&#xff0c;\u53e3\u5f84\u7edf\u4e00\u3002<\/li>\n<li>\u518d\u5e73\u8861\u9891\u7387&#xff1a;\u6708\u5ea6\u518d\u5e73\u8861\u6469\u64e6\u4f4e\u4f46\u504f\u79bb\u5927&#xff0c;\u5468\u5ea6\u7cbe\u7ec6\u4f46\u6210\u672c\u9ad8&#xff0c;\u5e38\u7528\u5b63\u5ea6\u3002<\/li>\n<li>\u6b62\u76c8&#xff1a;\u5b9a\u6295\u4e0d\u6b62\u76c8\u4f1a\u5750\u8fc7\u5c71\u8f66&#xff0c;\u53ef\u8bbe\u76ee\u6807\u6536\u76ca&#xff08;\u5982 &#043;30%&#xff09;\u5206\u6279\u6b62\u76c8\u3002<\/li>\n<h3>7. \u5c0f\u7ed3\u4e0e\u4e0b\u4e00\u7bc7\u9884\u544a<\/h3>\n<p>\u5b9a\u6295\/\u914d\u7f6e\u7ed9\u300c\u4e2d\u957f\u671f\u7a33\u5065\u300d\u7684\u8d44\u91d1\u7ba1\u7406\u3002\u4e0b\u4e00\u7bc7\u8bb2\u76d8\u53e3\u4e0e\u9ad8\u9891\u6570\u636e\u5904\u7406\u2014\u2014\u9010\u7b14\/\u4e94\u6863\u600e\u4e48\u7528&#xff0c;\u8fdb\u5165\u77ed\u7ebf\/\u9ad8\u9891\u89c6\u89d2\u3002<\/p>\n<p>\u4e0b\u4e00\u7bc7\u9884\u544a&#xff1a;\u300a\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #30\u3011\u76d8\u53e3\u4e0e\u9ad8\u9891\u6570\u636e\u5904\u7406\u624b\u518c&#xff1a;\u9010\u7b14\u3001\u4e94\u6863\u600e\u4e48\u7528&#xff08;Python \u53ef\u8dd1&#xff09;\u300b<\/p>\n<h3>8. \u514d\u8d23\u58f0\u660e<\/h3>\n<p>\u672c\u6587\u4e3a\u57fa\u91d1\u5b9a\u6295\u793a\u4f8b&#xff0c;\u6f14\u793a\u6570\u636e\u4e3a\u865a\u6784&#xff0c;\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c&#xff1a;\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861&#xff08;Python \u53ef\u8dd1&#xff09;\u624b\u518c\u5b9a\u4f4d&#xff1a;\u6a21\u5757\u56db\u7b2c 5 \u7bc7\u3002\u5b9a\u6295\u4e0e\u914d\u7f6e\u662f\u4e2d\u957f\u671f\u8d44\u91d1\u7684\u4e3b\u6218\u6cd5\u2014\u2014\u5b9a\u6295\u5e73\u6ed1\u6210\u672c\u3001\u518d\u5e73\u8861\u9501\u5b9a\u6bd4\u4f8b\u3002\u672c\u7bc7\u8bb2\u600e\u4e48\u7528 #07 \u7684\u5386\u53f2\u51c0\u503c\u505a\u5b9a\u6295\u56de\u6d4b\u4e0e\u7ec4\u5408\u518d\u5e73\u8861\u3002<br \/>\n\u6570\u636e\u6765\u6e90\u590d\u7528 #07 \u5386\u53f2\u51c0\u503c&#xff08;\/jh\/hb\/lsjz\/{\u4ee3\u7801}&#xff09;\u30021. \u4f60\u5c06\u5f97\u5230\u4ec0\u4e48<br \/>\n\u5468\/\u6708\u5b9a\u6295 \u7684\u56de\u6d4b\u4ee3\u7801&#xff08;\u7d2f\u8ba1\u4efd\u989d\u3001\u5e73\u5747\u6210\u672c\u3001\u6536\u76ca\u7387<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[13178,11351,12003,12126,99,81],"topic":[],"class_list":["post-118862","post","type-post","status-publish","format-standard","hentry","category-server","tag-1024---","tag-api","tag-12126","tag-java","tag-python"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\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.wsisp.com\/helps\/118862.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c&#xff1a;\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861&#xff08;Python \u53ef\u8dd1&#xff09;\u624b\u518c\u5b9a\u4f4d&#xff1a;\u6a21\u5757\u56db\u7b2c 5 \u7bc7\u3002\u5b9a\u6295\u4e0e\u914d\u7f6e\u662f\u4e2d\u957f\u671f\u8d44\u91d1\u7684\u4e3b\u6218\u6cd5\u2014\u2014\u5b9a\u6295\u5e73\u6ed1\u6210\u672c\u3001\u518d\u5e73\u8861\u9501\u5b9a\u6bd4\u4f8b\u3002\u672c\u7bc7\u8bb2\u600e\u4e48\u7528 #07 \u7684\u5386\u53f2\u51c0\u503c\u505a\u5b9a\u6295\u56de\u6d4b\u4e0e\u7ec4\u5408\u518d\u5e73\u8861\u3002 \u6570\u636e\u6765\u6e90\u590d\u7528 #07 \u5386\u53f2\u51c0\u503c&#xff08;\/jh\/hb\/lsjz\/{\u4ee3\u7801}&#xff09;\u30021. \u4f60\u5c06\u5f97\u5230\u4ec0\u4e48 \u5468\/\u6708\u5b9a\u6295 \u7684\u56de\u6d4b\u4ee3\u7801&#xff08;\u7d2f\u8ba1\u4efd\u989d\u3001\u5e73\u5747\u6210\u672c\u3001\u6536\u76ca\u7387\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/118862.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-28T00:56:21+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\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.wsisp.com\/helps\/118862.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/118862.html\",\"name\":\"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-10-28T00:56:21+00:00\",\"dateModified\":\"2026-10-28T00:56:21+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/118862.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/118862.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/118862.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","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.wsisp.com\/helps\/118862.html","og_locale":"zh_CN","og_type":"article","og_title":"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c&#xff1a;\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861&#xff08;Python \u53ef\u8dd1&#xff09;\u624b\u518c\u5b9a\u4f4d&#xff1a;\u6a21\u5757\u56db\u7b2c 5 \u7bc7\u3002\u5b9a\u6295\u4e0e\u914d\u7f6e\u662f\u4e2d\u957f\u671f\u8d44\u91d1\u7684\u4e3b\u6218\u6cd5\u2014\u2014\u5b9a\u6295\u5e73\u6ed1\u6210\u672c\u3001\u518d\u5e73\u8861\u9501\u5b9a\u6bd4\u4f8b\u3002\u672c\u7bc7\u8bb2\u600e\u4e48\u7528 #07 \u7684\u5386\u53f2\u51c0\u503c\u505a\u5b9a\u6295\u56de\u6d4b\u4e0e\u7ec4\u5408\u518d\u5e73\u8861\u3002 \u6570\u636e\u6765\u6e90\u590d\u7528 #07 \u5386\u53f2\u51c0\u503c&#xff08;\/jh\/hb\/lsjz\/{\u4ee3\u7801}&#xff09;\u30021. \u4f60\u5c06\u5f97\u5230\u4ec0\u4e48 \u5468\/\u6708\u5b9a\u6295 \u7684\u56de\u6d4b\u4ee3\u7801&#xff08;\u7d2f\u8ba1\u4efd\u989d\u3001\u5e73\u5747\u6210\u672c\u3001\u6536\u76ca\u7387","og_url":"https:\/\/www.wsisp.com\/helps\/118862.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-10-28T00:56:21+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/118862.html","url":"https:\/\/www.wsisp.com\/helps\/118862.html","name":"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-10-28T00:56:21+00:00","dateModified":"2026-10-28T00:56:21+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/118862.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/118862.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/118862.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u3010Python\u91cf\u5316\u5b9e\u6218\u5b9d\u5178 #29\u3011\u57fa\u91d1\u5b9a\u6295\u3001\u914d\u7f6e\u624b\u518c\uff1a\u5b9a\u6295\u56de\u6d4b\u4e0e\u518d\u5e73\u8861\uff08Python \u53ef\u8dd1\uff09"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/118862","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=118862"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/118862\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=118862"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=118862"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=118862"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=118862"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}