{"id":1190,"date":"2026-07-21T12:24:59","date_gmt":"2026-07-21T12:24:59","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1190"},"modified":"2026-07-21T12:24:59","modified_gmt":"2026-07-21T12:24:59","slug":"%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/","title":{"rendered":"\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357"},"content":{"rendered":"<h2 class=\"h3 fw-bold mt-4 mb-3\">\u8d44\u8baf\u805a\u5408\u80cc\u540e\u7684\u5de5\u7a0b\u601d\u7ef4<\/h2>\n<p class=\"mb-3\">\u6bcf\u5929\u6253\u5f00\u5341\u51e0\u4e2a\u7f51\u7ad9\u5237\u70ed\u70b9\uff0c\u786e\u5b9e\u662f\u8001\u7a0b\u5e8f\u5458\u6700\u5934\u75bc\u7684\u65e5\u5e38\u3002\u4e0e\u5176\u624b\u52a8\u5207\u6362\u6807\u7b7e\u9875\u6d6a\u8d39\u751f\u547d\uff0c\u4e0d\u5982\u628a\u7cbe\u529b\u653e\u5728\u6570\u636e\u6e05\u6d17\u548c\u89c4\u5219\u642d\u5efa\u4e0a\u3002\u6211\u4eec\u56e2\u961f\u6700\u8fd1\u5728\u5185\u90e8\u5de5\u5177\u94fe\u91cc\u91cd\u6784\u4e86\u4fe1\u606f\u6536\u96c6\u6a21\u5757\uff0c\u6838\u5fc3\u601d\u8def\u5c31\u662f\u56f4\u7ed5<strong>\u4eca\u65e5\u70ed\u699c\u6c47\u603b<\/strong>\u505a\u5e95\u5c42\u5bf9\u63a5\u3002\u4f60\u5982\u679c\u7ecf\u5e38\u901b https:\/\/www.nimail.cn\/news\/hot-news.html \uff0c\u5e94\u8be5\u80fd\u76f4\u89c2\u611f\u53d7\u5230\u8fd9\u79cd\u805a\u5408\u9875\u9762\u7684\u4ef7\u503c\u2014\u2014\u5b83\u628a\u5206\u6563\u5728\u793e\u4ea4\u5a92\u4f53\u3001\u65b0\u95fb\u5ba2\u6237\u7aef\u548c\u5782\u76f4\u8bba\u575b\u7684\u6570\u636e\u7edf\u4e00\u5230\u4e86\u540c\u4e00\u4e2a\u89c6\u56fe\u91cc\u3002\u8fd9\u79cd\u67b6\u6784\u4e0d\u4ec5\u964d\u4f4e\u4e86\u4fe1\u606f\u68c0\u7d22\u6210\u672c\uff0c\u66f4\u91cd\u8981\u7684\u662f\u4e3a\u540e\u7eed\u7684\u81ea\u52a8\u5316\u5206\u6790\u63d0\u4f9b\u4e86\u6807\u51c6\u5316\u8f93\u5165\u3002\u5f88\u591a\u65b0\u624b\u5bb9\u6613\u5ffd\u7565\u7684\u662f\uff0c\u4fe1\u6e90\u7684\u7ed3\u6784\u5dee\u5f02\u6781\u5927\uff0c\u76f4\u63a5\u5199\u6b7b\u89e3\u6790\u8def\u5f84\u540e\u671f\u7ef4\u62a4\u8d77\u6765\u7b80\u76f4\u662f\u707e\u96be\u3002<\/p>\n<div class=\"alert alert-info border-start border-primary border-4 p-3 mb-3\" role=\"alert\">\n  <strong>\u6ce8\u610f\uff1a<\/strong>\u76f4\u63a5\u786c\u7f16\u7801\u89e3\u6790URL\u6781\u6613\u5bfc\u81f4\u670d\u52a1\u4e2d\u65ad\uff0c\u5efa\u8bae\u91c7\u7528\u914d\u7f6e\u5316\u8def\u7531\u7ba1\u7406\u5404\u4e2a\u4fe1\u6e90\u7684API\u63a5\u53e3\u6216DOM\u7ed3\u6784\uff0c\u7559\u51fa\u8db3\u591f\u7684\u6269\u5c55\u7a7a\u95f4\u3002\n<\/div>\n<p class=\"mb-3\">\u5728\u5b9e\u9645\u8dd1\u901a\u6d41\u7a0b\u65f6\uff0c\u6211\u4eec\u4e3b\u8981\u4f9d\u8d56Python\u751f\u6001\u7684\u8f7b\u91cf\u7ea7\u5e93\u3002\u4e0b\u9762\u8fd9\u6bb5\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u6293\u53d6\u57fa\u7840\u699c\u5355\u6570\u636e\u5e76\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u5b57\u5178\uff0c\u8fd9\u91cc\u7701\u7565\u4e86\u590d\u6742\u7684\u53cd\u722c\u6821\u9a8c\u903b\u8f91\uff0c\u91cd\u70b9\u770b\u6570\u636e\u63d0\u53d6\u8def\u5f84\u548c\u5f02\u5e38\u6355\u83b7\u7684\u5904\u7406\u65b9\u5f0f\uff1a<\/p>\n<div class=\"card mb-4 shadow-sm border-0 bg-light\">\n<div class=\"card-body p-0\">\n<pre class=\"p-3 mb-0 bg-white rounded\"><code class=\"language-python\">import requests\nfrom bs4 import BeautifulSoup\n\ndef fetch_hot_list(source_url):\n    headers = {'User-Agent': 'Mozilla\/5.0 (Windows NT 10.0; Win64; x64)'}\n    try:\n        resp = requests.get(source_url, headers=headers, timeout=5)\n        resp.raise_for_status()\n    except Exception as e:\n        print(f'\u6293\u53d6\u5931\u8d25: {e}')\n        return []\n    \n    soup = BeautifulSoup(resp.text, 'html.parser')\n    items = []\n    for row in soup.select('.hot-item'):\n        title = row.select_one('h4').get_text(strip=True)\n        rank = row.select_one('.rank-badge').get_text()\n        items.append({'rank': rank, 'title': title})\n    return items<\/code><\/pre>\n<\/p><\/div>\n<\/div>\n<p class=\"mb-3\">\u4ee3\u7801\u8dd1\u901a\u540e\uff0c\u6570\u636e\u6d41\u8f6c\u5c31\u987a\u7545\u591a\u4e86\u3002\u4e3a\u4e86\u5bf9\u6bd4\u4e0d\u540c\u4fe1\u6e90\u7684\u8d28\u91cf\uff0c\u6211\u6574\u7406\u4e86\u4e00\u4efd\u5185\u90e8\u6d4b\u8bd5\u8868\u3002\u4f60\u53ef\u4ee5\u76f4\u63a5\u53c2\u8003\u8fd9\u4e2a\u7ef4\u5ea6\u6765\u8bc4\u4f30\u4f60\u7684<strong>\u5934\u6761\u65b0\u95fb\u6c47\u603b<\/strong>\u7b56\u7565\u662f\u5426\u5408\u7406\uff0c\u6bd5\u7adf\u4e0d\u662f\u6240\u6709\u5e73\u53f0\u90fd\u613f\u610f\u63d0\u4f9b\u53cb\u597d\u7684\u6570\u636e\u63a5\u53e3\uff1a<\/p>\n<div class=\"table-responsive mb-4\">\n<table class=\"table table-striped table-hover align-middle mb-0\">\n<thead class=\"table-dark\">\n<tr>\n<th scope=\"col\">\u6570\u636e\u6e90\u7c7b\u578b<\/th>\n<th scope=\"col\">\u66f4\u65b0\u9891\u7387<\/th>\n<th scope=\"col\">\u7ed3\u6784\u5316\u96be\u5ea6<\/th>\n<th scope=\"col\">\u63a8\u8350\u6307\u6570<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7efc\u5408\u95e8\u6237\u9996\u9875<\/td>\n<td>\u5b9e\u65f6\u6eda\u52a8<\/td>\n<td><span class=\"badge bg-success\">\u4f4e<\/span><\/td>\n<td>\u2605\u2605\u2605\u2605\u2606<\/td>\n<\/tr>\n<tr>\n<td>\u77ed\u89c6\u9891\u5e73\u53f0\u70ed\u641c<\/td>\n<td>\u5206\u949f\u7ea7<\/td>\n<td><span class=\"badge bg-warning text-dark\">\u4e2d<\/span><\/td>\n<td>\u2605\u2605\u2605\u2606\u2606<\/td>\n<\/tr>\n<tr>\n<td>\u5782\u76f4\u6280\u672f\u793e\u533a<\/td>\n<td>\u5c0f\u65f6\u7ea7<\/td>\n<td><span class=\"badge bg-danger\">\u9ad8<\/span><\/td>\n<td>\u2605\u2605\u2605\u2606\u2606<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h3 class=\"h4 fw-bold mt-4 mb-3\">\u7a33\u5b9a\u8fd0\u884c\u7684\u51e0\u4e2a\u5173\u952e\u7ec6\u8282<\/h3>\n<p class=\"mb-3\">\u5f88\u591a\u4eba\u5199\u722c\u866b\u4e00\u5f00\u59cb\u8dd1\u5f97\u633a\u6b22\uff0c\u8fc7\u4e24\u5929IP\u5c31\u88ab\u9650\u6d41\u4e86\u3002\u89e3\u51b3<strong>\u5404\u5927\u5934\u6761\u6c47\u603b<\/strong>\u7684\u7a33\u5b9a\u6027\u95ee\u9898\uff0c\u5176\u5b9e\u4e0d\u5728\u4e8e\u591a\u70ab\u7684\u6280\u672f\u6808\uff0c\u800c\u5728\u4e8e\u5bf9\u7f51\u7edc\u73af\u5883\u7684\u656c\u754f\u5fc3\u3002<strong>\u8bf7\u6c42\u95f4\u9694\u5fc5\u987b\u8bbe\u7f6e\u968f\u673a\u6296\u52a8<\/strong>\uff0c\u522b\u7528\u56fa\u5b9a\u79d2\u6570\u6b7b\u5faa\u73af\u3002\u9047\u5230JS\u52a8\u6001\u6e32\u67d3\u7684\u699c\u5355\uff0c\u76f4\u63a5\u4e0aPlaywright\u6216\u8005Selenium\u6bd4\u6b63\u5219\u8868\u8fbe\u5f0f\u9760\u8c31\u5f97\u591a\uff0c\u867d\u7136\u8d44\u6e90\u6d88\u8017\u5927\u4e00\u70b9\uff0c\u4f46\u7ef4\u62a4\u6210\u672c\u4f4e\u3002\u53e6\u5916\uff0c\u7f13\u5b58\u673a\u5236\u4e00\u5b9a\u8981\u52a0\uff0cRedis\u6216\u8005\u7b80\u5355\u7684\u672c\u5730JSON\u6587\u4ef6\u90fd\u80fd\u625b\u4f4f\u521d\u671f\u6d41\u91cf\u3002\u522b\u91cd\u590d\u9020\u8f6e\u5b50\u53bb\u89e3\u6790\u540c\u4e00\u7bc7\u62a5\u9053\uff0c\u7528MD5\u6216SHA256\u7ed9\u6807\u9898\u548c\u6458\u8981\u505a\u4e2a\u6307\u7eb9\u6bd4\u5bf9\uff0c\u80fd\u7701\u4e0b\u5927\u91cf\u5e26\u5bbd\u548c\u8ba1\u7b97\u8d44\u6e90\u3002<\/p>\n<div class=\"card border-warning mb-3\">\n<div class=\"card-header bg-warning text-dark fw-bold py-2\">\n    <span class=\"badge bg-dark me-2\">\u5b9e\u64cd\u5efa\u8bae<\/span> \u65e5\u5fd7\u76d1\u63a7\u6bd4\u62a5\u8b66\u7cfb\u7edf\u66f4\u91cd\u8981\n  <\/div>\n<div class=\"card-body\">\n<p class=\"card-text small mb-0\">\u5f53\u67d0\u4e2a\u4fe1\u6e90\u8fd4\u56de\u72b6\u6001\u7801\u5f02\u5e38\u6216\u6570\u636e\u5b57\u6bb5\u7f3a\u5931\u65f6\uff0c\u7cfb\u7edf\u5e94\u5f53\u81ea\u52a8\u964d\u7ea7\u800c\u4e0d\u662f\u5d29\u6e83\u3002\u628a\u5931\u8d25\u8bf7\u6c42\u5199\u5165\u72ec\u7acb\u65e5\u5fd7\u6587\u4ef6\uff0c\u914d\u5408\u5b9a\u65f6\u4efb\u52a1\u6e05\u7406\u8fc7\u671f\u6570\u636e\uff0c\u8fd9\u5957\u7ec4\u5408\u62f3\u6253\u4e0b\u6765\uff0c\u540e\u53f0\u57fa\u672c\u53ef\u4ee5\u4e24\u5468\u65e0\u4eba\u503c\u5b88\u3002<\/p>\n<\/p><\/div>\n<\/div>\n<p class=\"mb-3\">\u65e5\u5e38\u8fd0\u7ef4\u4e2d\uff0c\u6211\u4eec\u66f4\u5173\u6ce8\u6570\u636e\u5165\u5e93\u540e\u7684\u6e05\u6d17\u94fe\u8def\u3002\u539f\u59cbHTML\u5f80\u5f80\u5e26\u7740\u5927\u91cf\u5e7f\u544a\u951a\u70b9\u548c\u65e0\u5173\u6392\u7248\u6807\u7b7e\uff0cXPath\u914d\u5408\u81ea\u5b9a\u4e49\u8fc7\u6ee4\u51fd\u6570\u80fd\u628a\u6742\u8d28\u5265\u79bb\u5e72\u51c0\u3002\u8bb0\u4f4f\uff0c<strong>\u5b81\u53ef\u6f0f\u6293\u4e00\u6761\u51b7\u95e8\u8bdd\u9898\uff0c\u4e5f\u4e0d\u8981\u8ba9\u810f\u6570\u636e\u6c61\u67d3\u4e3b\u6570\u636e\u5e93<\/strong>\u3002\u5b9a\u671f\u8dd1\u4e00\u904d\u6570\u636e\u8d28\u91cf\u5de1\u68c0\u811a\u672c\uff0c\u5254\u9664\u91cd\u590d\u9879\u548c\u5931\u6548\u94fe\u63a5\uff0c\u4fdd\u6301\u4fe1\u606f\u6d41\u7684\u9c9c\u6d3b\u5ea6\u3002\u8fd9\u5957\u5de5\u4f5c\u6d41\u8dd1\u987a\u4e4b\u540e\uff0c\u65e0\u8bba\u662f\u505a\u8206\u60c5\u76d1\u6d4b\u8fd8\u662f\u5185\u5bb9\u5206\u53d1\uff0c\u5e95\u5c42\u7684\u6570\u636e\u4f9b\u7ed9\u90fd\u4f1a\u53d8\u5f97\u975e\u5e38\u624e\u5b9e\uff0c\u540e\u7eed\u8fed\u4ee3\u4e5f\u5b8c\u5168\u4e0d\u9700\u8981\u63a8\u5012\u91cd\u6765\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8d44\u6df1\u5f00\u53d1\u8005\u5206\u4eab\u5982\u4f55\u9ad8\u6548\u6574\u5408\u5168\u7f51\u8d44\u8baf\u3002\u901a\u8fc7Python\u811a\u672c\u4e0e\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u8f7b\u677e\u5b9e\u73b0\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u3001\u5934\u6761\u65b0\u95fb\u6c47\u603b\u53ca\u5404\u5927\u5934\u6761\u6c47\u603b\uff0c\u9644\u5b9e\u6218\u4ee3\u7801\u4e0e\u6848\u4f8b\u89e3\u6790\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[321,322,320],"class_list":["post-1190","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-321","tag-322","tag-320"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357 - nimail blog<\/title>\n<meta name=\"description\" content=\"\u8d44\u6df1\u5f00\u53d1\u8005\u5206\u4eab\u5982\u4f55\u9ad8\u6548\u6574\u5408\u5168\u7f51\u8d44\u8baf\u3002\u901a\u8fc7Python\u811a\u672c\u4e0e\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u8f7b\u677e\u5b9e\u73b0\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u3001\u5934\u6761\u65b0\u95fb\u6c47\u603b\u53ca\u5404\u5927\u5934\u6761\u6c47\u603b\uff0c\u9644\u5b9e\u6218\u4ee3\u7801\u4e0e\u6848\u4f8b\u89e3\u6790\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:\/\/blog.nimail.cn\/best-articles\/\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b-\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357 - nimail blog\" \/>\n<meta property=\"og:description\" content=\"\u8d44\u6df1\u5f00\u53d1\u8005\u5206\u4eab\u5982\u4f55\u9ad8\u6548\u6574\u5408\u5168\u7f51\u8d44\u8baf\u3002\u901a\u8fc7Python\u811a\u672c\u4e0e\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u8f7b\u677e\u5b9e\u73b0\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u3001\u5934\u6761\u65b0\u95fb\u6c47\u603b\u53ca\u5404\u5927\u5934\u6761\u6c47\u603b\uff0c\u9644\u5b9e\u6218\u4ee3\u7801\u4e0e\u6848\u4f8b\u89e3\u6790\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blog.nimail.cn\/best-articles\/\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b-\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357\/\" \/>\n<meta property=\"og:site_name\" content=\"nimail blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-21T12:24:59+00:00\" \/>\n<meta name=\"author\" content=\"\u4e00\u7ebf\u7801\u519c\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u4e00\u7ebf\u7801\u519c\" \/>\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:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/\",\"url\":\"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/\",\"name\":\"\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357 - nimail blog\",\"isPartOf\":{\"@id\":\"https:\/\/blog.nimail.cn\/#website\"},\"datePublished\":\"2026-07-21T12:24:59+00:00\",\"author\":{\"@id\":\"https:\/\/blog.nimail.cn\/#\/schema\/person\/0b0e15eb489135cbe0643e4f5e8839af\"},\"description\":\"\u8d44\u6df1\u5f00\u53d1\u8005\u5206\u4eab\u5982\u4f55\u9ad8\u6548\u6574\u5408\u5168\u7f51\u8d44\u8baf\u3002\u901a\u8fc7Python\u811a\u672c\u4e0e\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u8f7b\u677e\u5b9e\u73b0\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u3001\u5934\u6761\u65b0\u95fb\u6c47\u603b\u53ca\u5404\u5927\u5934\u6761\u6c47\u603b\uff0c\u9644\u5b9e\u6218\u4ee3\u7801\u4e0e\u6848\u4f8b\u89e3\u6790\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/blog.nimail.cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/blog.nimail.cn\/#website\",\"url\":\"https:\/\/blog.nimail.cn\/\",\"name\":\"nimail blog\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/blog.nimail.cn\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/blog.nimail.cn\/#\/schema\/person\/0b0e15eb489135cbe0643e4f5e8839af\",\"name\":\"\u4e00\u7ebf\u7801\u519c\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/blog.nimail.cn\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9cabb5645eed3060ef0005d4a179e6422ed56568f78c1b5d2326a4976200739c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9cabb5645eed3060ef0005d4a179e6422ed56568f78c1b5d2326a4976200739c?s=96&d=mm&r=g\",\"caption\":\"\u4e00\u7ebf\u7801\u519c\"},\"sameAs\":[\"http:\/\/blog.nimail.cn\"],\"url\":\"https:\/\/blog.nimail.cn\/author\/longzg\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357 - nimail blog","description":"\u8d44\u6df1\u5f00\u53d1\u8005\u5206\u4eab\u5982\u4f55\u9ad8\u6548\u6574\u5408\u5168\u7f51\u8d44\u8baf\u3002\u901a\u8fc7Python\u811a\u672c\u4e0e\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u8f7b\u677e\u5b9e\u73b0\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u3001\u5934\u6761\u65b0\u95fb\u6c47\u603b\u53ca\u5404\u5927\u5934\u6761\u6c47\u603b\uff0c\u9644\u5b9e\u6218\u4ee3\u7801\u4e0e\u6848\u4f8b\u89e3\u6790\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:\/\/blog.nimail.cn\/best-articles\/\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b-\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357\/","og_locale":"zh_CN","og_type":"article","og_title":"\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357 - nimail blog","og_description":"\u8d44\u6df1\u5f00\u53d1\u8005\u5206\u4eab\u5982\u4f55\u9ad8\u6548\u6574\u5408\u5168\u7f51\u8d44\u8baf\u3002\u901a\u8fc7Python\u811a\u672c\u4e0e\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u8f7b\u677e\u5b9e\u73b0\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u3001\u5934\u6761\u65b0\u95fb\u6c47\u603b\u53ca\u5404\u5927\u5934\u6761\u6c47\u603b\uff0c\u9644\u5b9e\u6218\u4ee3\u7801\u4e0e\u6848\u4f8b\u89e3\u6790\u3002","og_url":"https:\/\/blog.nimail.cn\/best-articles\/\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b-\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357\/","og_site_name":"nimail blog","article_published_time":"2026-07-21T12:24:59+00:00","author":"\u4e00\u7ebf\u7801\u519c","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u4e00\u7ebf\u7801\u519c","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/","url":"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/","name":"\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357 - nimail blog","isPartOf":{"@id":"https:\/\/blog.nimail.cn\/#website"},"datePublished":"2026-07-21T12:24:59+00:00","author":{"@id":"https:\/\/blog.nimail.cn\/#\/schema\/person\/0b0e15eb489135cbe0643e4f5e8839af"},"description":"\u8d44\u6df1\u5f00\u53d1\u8005\u5206\u4eab\u5982\u4f55\u9ad8\u6548\u6574\u5408\u5168\u7f51\u8d44\u8baf\u3002\u901a\u8fc7Python\u811a\u672c\u4e0e\u81ea\u52a8\u5316\u65b9\u6848\uff0c\u8f7b\u677e\u5b9e\u73b0\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u3001\u5934\u6761\u65b0\u95fb\u6c47\u603b\u53ca\u5404\u5927\u5934\u6761\u6c47\u603b\uff0c\u9644\u5b9e\u6218\u4ee3\u7801\u4e0e\u6848\u4f8b\u89e3\u6790\u3002","breadcrumb":{"@id":"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/blog.nimail.cn\/best-articles\/%e7%88%ac%e8%99%ab%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%ae%9e%e6%b5%8b-%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e4%b8%8e%e5%a4%b4%e6%9d%a1%e6%96%b0%e9%97%bb%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/blog.nimail.cn\/"},{"@type":"ListItem","position":2,"name":"\u722c\u866b\u5de5\u7a0b\u5e08\u5b9e\u6d4b\uff1a\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u4e0e\u5934\u6761\u65b0\u95fb\u5b9e\u6218\u6307\u5357"}]},{"@type":"WebSite","@id":"https:\/\/blog.nimail.cn\/#website","url":"https:\/\/blog.nimail.cn\/","name":"nimail blog","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/blog.nimail.cn\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/blog.nimail.cn\/#\/schema\/person\/0b0e15eb489135cbe0643e4f5e8839af","name":"\u4e00\u7ebf\u7801\u519c","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/blog.nimail.cn\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9cabb5645eed3060ef0005d4a179e6422ed56568f78c1b5d2326a4976200739c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9cabb5645eed3060ef0005d4a179e6422ed56568f78c1b5d2326a4976200739c?s=96&d=mm&r=g","caption":"\u4e00\u7ebf\u7801\u519c"},"sameAs":["http:\/\/blog.nimail.cn"],"url":"https:\/\/blog.nimail.cn\/author\/longzg\/"}]}},"_links":{"self":[{"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/posts\/1190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/comments?post=1190"}],"version-history":[{"count":0,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/posts\/1190\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/media?parent=1190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/categories?post=1190"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.nimail.cn\/wp-json\/wp\/v2\/tags?post=1190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}