{"id":1122,"date":"2026-07-03T00:24:46","date_gmt":"2026-07-03T00:24:46","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1122"},"modified":"2026-07-03T00:24:46","modified_gmt":"2026-07-03T00:24:46","slug":"%e6%89%92%e4%b8%80%e6%89%92%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e8%83%8c%e5%90%8e%e7%9a%84%e6%95%b0%e6%8d%ae%e9%80%bb%e8%be%91%e4%b8%8epython%e5%ae%9e%e6%88%98","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e6%89%92%e4%b8%80%e6%89%92%e4%bb%8a%e6%97%a5%e7%83%ad%e6%a6%9c%e6%b1%87%e6%80%bb%e8%83%8c%e5%90%8e%e7%9a%84%e6%95%b0%e6%8d%ae%e9%80%bb%e8%be%91%e4%b8%8epython%e5%ae%9e%e6%88%98\/","title":{"rendered":"\u6252\u4e00\u6252\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u80cc\u540e\u7684\u6570\u636e\u903b\u8f91\u4e0ePython\u5b9e\u6218"},"content":{"rendered":"<h2>\u4e3a\u4ec0\u4e48\u5185\u5bb9\u8fd0\u8425\u603b\u7231\u76ef\u7d27\u4eca\u65e5\u70ed\u699c\u6c47\u603b<\/h2>\n<p>\u505a\u4e92\u8054\u7f51\u4e45\u4e86\u4f60\u4f1a\u53d1\u73b0\uff0c<strong>\u4eca\u65e5\u70ed\u699c\u6c47\u603b<\/strong>\u65e9\u5c31\u4e0d\u662f\u7b80\u5355\u7684\u8d44\u8baf\u805a\u5408\u4e86\uff0c\u5b83\u66f4\u50cf\u662f\u5e02\u573a\u60c5\u7eea\u7684\u5b9e\u65f6\u6e29\u5ea6\u8ba1\u3002\u5f88\u591a\u540c\u884c\u8fd8\u5728\u624b\u52a8\u5237\u5404\u4e2a\u5e73\u53f0\u7684\u65f6\u5019\uff0c\u6211\u5df2\u7ecf\u628a\u8fd9\u5957\u6d41\u7a0b\u63a5\u5165\u4e86\u5185\u90e8\u7cfb\u7edf\u3002\u4f60\u770b<a href=\"https:\/\/www.nimail.cn\/news\/hot-news.html\" target=\"_blank\">\u8fd9\u4e2a\u5b9e\u9645\u8fd0\u884c\u7684\u7ad9\u70b9<\/a>\uff0c\u5b83\u7684\u5e95\u5c42\u903b\u8f91\u5c31\u662f\u53bb\u91cd\u52a0\u70ed\u5ea6\u52a0\u6743\uff0c\u76f4\u63a5\u628a\u788e\u7247\u4fe1\u606f\u63c9\u6210\u4e00\u5f20\u6e05\u6670\u7684\u8109\u7edc\u56fe\u3002\u624b\u52a8\u642c\u8fd0\u4e0d\u4ec5\u6548\u7387\u4f4e\uff0c\u8fd8\u5bb9\u6613\u6f0f\u6389\u957f\u5c3e\u5173\u952e\u8bcd\u3002\u73b0\u5728\u5927\u5bb6\u62fc\u7684\u90fd\u662f\u4fe1\u606f\u5dee\uff0c\u8c01\u80fd\u7b2c\u4e00\u65f6\u95f4\u62ff\u5230<strong>\u5934\u6761\u65b0\u95fb\u6c47\u603b<\/strong>\uff0c\u8c01\u5c31\u80fd\u5728SEO\u548c\u6d41\u91cf\u5206\u53d1\u4e0a\u62a2\u5360\u5148\u673a\u3002<\/p>\n<div class=\"alert alert-warning mb-3\" role=\"alert\">\n  <strong>\u6ce8\u610f\uff1a<\/strong>\u76f2\u76ee\u8ffd\u6c42\u66f4\u65b0\u901f\u5ea6\u5f80\u5f80\u4f1a\u727a\u7272\u6570\u636e\u8d28\u91cf\u3002\u5efa\u8bae\u5148\u8dd1\u901a\u6700\u5c0f\u53ef\u884c\u6027\u94fe\u8def\uff0c\u518d\u9010\u6b65\u53e0\u52a0\u53cd\u722c\u5bf9\u6297\u548c\u5206\u5e03\u5f0f\u8c03\u5ea6\uff0c\u522b\u4e00\u4e0a\u6765\u5c31\u5806\u67b6\u6784\u3002\n<\/div>\n<h3>\u62c6\u89e3\u5404\u5927\u5934\u6761\u6c47\u603b\u7684\u6293\u53d6\u7b56\u7565<\/h3>\n<p>\u522b\u4e00\u4e0a\u6765\u5c31\u5199\u6b7b\u5faa\u73af\u722c\u866b\uff0c\u90a3\u6837\u5f88\u5bb9\u6613\u89e6\u53d1\u52a8\u6001\u9a8c\u8bc1\u7801\u3002\u6211\u4e60\u60ef\u5148\u6309\u6743\u91cd\u5206\u5c42\uff0c\u6838\u5fc3\u5e73\u53f0\u7528\u5f02\u6b65\u8bf7\u6c42\uff0c\u8fb9\u7f18\u5e73\u53f0\u8d70\u4ee3\u7406\u6c60\u3002\u4e0b\u9762\u8fd9\u5f20\u8868\u662f\u6211\u5e73\u65f6\u7ef4\u62a4\u7684\u91c7\u96c6\u9891\u7387\u53c2\u8003\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u62ff\u53bb\u6539\uff1a<\/p>\n<div class=\"table-responsive mb-4\">\n<table class=\"table table-bordered table-striped align-middle\">\n<thead class=\"table-dark\">\n<tr>\n<th>\u5e73\u53f0\u7c7b\u578b<\/th>\n<th>\u66f4\u65b0\u9891\u7387<\/th>\n<th>\u53cd\u722c\u7b49\u7ea7<\/th>\n<th>\u5e94\u5bf9\u65b9\u6848<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7efc\u5408\u95e8\u6237<\/td>\n<td><span class=\"badge bg-success\">\u6bcf5\u5206\u949f<\/span><\/td>\n<td>\u4e2d<\/td>\n<td>\u6a21\u62df\u6d4f\u89c8\u5668\u6307\u7eb9+\u968f\u673aUser-Agent<\/td>\n<\/tr>\n<tr>\n<td>\u793e\u4ea4\u5a92\u4f53<\/td>\n<td><span class=\"badge bg-warning text-dark\">\u6bcf10\u5206\u949f<\/span><\/td>\n<td>\u9ad8<\/td>\n<td>\u63a5\u53e3\u9006\u5411+Cookie\u8f6e\u6362<\/td>\n<\/tr>\n<tr>\n<td>\u5782\u76f4\u793e\u533a<\/td>\n<td><span class=\"badge bg-secondary\">\u6bcf\u65e51\u6b21<\/span><\/td>\n<td>\u4f4e<\/td>\n<td>\u6b63\u5219\u63d0\u53d6+\u6e05\u6d17\u5197\u4f59\u6807\u7b7e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u8dd1\u901a\u4e86\u6570\u636e\u91c7\u96c6\uff0c\u4e0b\u4e00\u6b65\u5c31\u662f\u7ed3\u6784\u5316\u5b58\u50a8\u3002\u5f88\u591a\u4eba\u5361\u5728\u5404\u5927\u5927\u5934\u6761\u6c47\u603b\u7684\u5165\u5e93\u73af\u8282\uff0c\u5176\u5b9e\u53ea\u9700\u8981\u4e00\u4e2a\u7b80\u5355\u7684\u6620\u5c04\u5b57\u5178\u5c31\u80fd\u641e\u5b9a\u3002\u4e0b\u9762\u8fd9\u6bb5Python\u811a\u672c\u662f\u6211\u65e5\u5e38\u8c03\u8bd5\u7528\u7684\u57fa\u7840\u6846\u67b6\uff0c\u91cd\u70b9\u5728\u5e76\u53d1\u63a7\u5236\u548c\u5f02\u5e38\u91cd\u8bd5\uff1a<\/p>\n<div class=\"card mb-3\">\n<div class=\"card-header bg-light fw-bold\">\u6838\u5fc3\u6293\u53d6\u903b\u8f91\u793a\u4f8b<\/div>\n<div class=\"card-body\">\n<pre class=\"bg-dark text-light p-3 rounded\"><code>import requests\nfrom concurrent.futures import ThreadPoolExecutor\nimport time\n\ndef fetch_hot_list(url):\n    headers = {\"User-Agent\": \"Mozilla\/5.0 (Windows NT 10.0; Win64; x64)\"}\n    try:\n        res = requests.get(url, headers=headers, timeout=5)\n        res.raise_for_status()\n        # \u8fd9\u91cc\u66ff\u6362\u4e3a\u4f60\u5b9e\u9645\u7684\u89e3\u6790\u903b\u8f91\uff0c\u6bd4\u5982 BeautifulSoup \u6216 xpath\n        return {\"source\": url, \"data\": res.text[:200], \"status\": 200}\n    except Exception as e:\n        return {\"source\": url, \"error\": str(e), \"status\": 500}\n\n# \u6279\u91cf\u62c9\u53d6\u6d4b\u8bd5\nurls = [\"https:\/\/example.com\/hot1\", \"https:\/\/example.com\/hot2\"]\nwith ThreadPoolExecutor(max_workers=3) as executor:\n    results = list(executor.map(fetch_hot_list, urls))\n    print(results)<\/code><\/pre>\n<\/p><\/div>\n<\/div>\n<p>\u4ee3\u7801\u8dd1\u8d77\u6765\u4e4b\u540e\uff0c\u8bb0\u5f97\u52a0\u4e0a\u65e5\u5fd7\u8bb0\u5f55\u548c\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u3002\u751f\u4ea7\u73af\u5883\u6700\u6015\u7684\u5c31\u662f\u67d0\u4e2a\u8282\u70b9\u6302\u4e86\u5bfc\u81f4\u6574\u6761\u94fe\u8def\u65ad\u4e86\u3002\u6211\u5728\u90e8\u7f72\u65f6\u901a\u5e38\u4f1a\u914d\u5408Celery\u505a\u4efb\u52a1\u8c03\u5ea6\uff0c\u8fd9\u6837\u5c31\u7b97\u9047\u5230\u4e34\u65f6\u5c01IP\uff0c\u7cfb\u7edf\u4e5f\u80fd\u81ea\u52a8\u5207\u5907\u7528\u7ebf\u8def\u3002\u8bb0\u4f4f\uff0c<strong>\u4eca\u65e5\u70ed\u699c\u6c47\u603b<\/strong>\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6570\u636e\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u4f60\u80fd\u591a\u5feb\u628a\u5b83\u8f6c\u5316\u6210\u53ef\u6267\u884c\u7684\u8fd0\u8425\u52a8\u4f5c\u3002\u987a\u624b\u628a\u8fd4\u56de\u7ed3\u679c\u505a\u4e2aJSON\u5e8f\u5217\u5316\uff0c\u524d\u7aef\u6e32\u67d3\u7684\u65f6\u5019\u76f4\u63a5\u4e22\u7ed9Vue\u6216\u8005React\uff0c\u6574\u4e2a\u5de5\u4f5c\u6d41\u5c31\u95ed\u73af\u4e86\u3002\u9047\u5230\u89e3\u6790\u5931\u8d25\u7684\u60c5\u51b5\uff0c\u522b\u614c\uff0c\u6253\u5370\u54cd\u5e94\u5934\u770b\u770b\u662f\u4e0d\u662f\u89e6\u53d1\u4e86\u52a8\u6001\u52a0\u8f7d\uff0c\u5927\u90e8\u5206\u65f6\u5019\u6362\u4e2a\u8bf7\u6c42\u5934\u6216\u8005\u52a0\u4e2a\u5ef6\u8fdf\u5c31\u80fd\u8fc7\u3002\u6570\u636e\u6e05\u6d17\u9636\u6bb5\u4e00\u5b9a\u8981\u8fc7\u6ee4\u6389\u5e7f\u544a\u94fe\u63a5\u548c\u65e0\u5173\u8bc4\u8bba\uff0c\u5426\u5219\u5165\u5e93\u540e\u67e5\u8be2\u901f\u5ea6\u4f1a\u76f4\u7ebf\u4e0b\u964d\u3002\u5efa\u8bae\u7528Redis\u505a\u77ed\u65f6\u7f13\u5b58\uff0c\u70ed\u70b9\u6570\u636e\u5b58\u6d3b\u65f6\u95f4\u63a7\u5236\u5728\u5341\u4e94\u5206\u949f\u5230\u534a\u5c0f\u65f6\u4e4b\u95f4\uff0c\u65e2\u80fd\u51cf\u8f7b\u6e90\u7ad9\u538b\u529b\uff0c\u53c8\u80fd\u4fdd\u8bc1\u7528\u6237\u770b\u5230\u7684\u6c38\u8fdc\u662f\u6700\u65b0\u72b6\u6001\u3002\u6392\u5e8f\u7b97\u6cd5\u4e5f\u522b\u5199\u5f97\u592a\u590d\u6742\uff0c\u521d\u671f\u76f4\u63a5\u7528\u9605\u8bfb\u91cf\u4e58\u4ee5\u65f6\u95f4\u8870\u51cf\u7cfb\u6570\u5c31\u884c\uff0c\u7b49\u6570\u636e\u91cf\u7834\u4e07\u4e4b\u540e\u518d\u5f15\u5165TF-IDF\u548c\u5411\u91cf\u68c0\u7d22\u4e5f\u4e0d\u8fdf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6df1\u5ea6\u89e3\u6790\u4eca\u65e5\u70ed\u699c\u6c47\u603b\u7684\u6570\u636e\u6293\u53d6\u903b\u8f91\uff0c\u7ed3\u5408\u771f\u5b9e\u6848\u4f8b\u4e0ePython\u4ee3\u7801\u793a\u4f8b\uff0c\u5e26\u4f60\u8f7b\u677e\u5b9e\u73b0\u5934\u6761\u65b0\u95fb\u6c47\u603b\u81ea\u52a8\u5316\u3002\u5f00\u53d1\u8005\u4eb2\u6d4b\u6709\u6548\uff0c\u76f4\u63a5\u4e0a\u5e72\u8d27\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-1122","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-321","tag-322","tag-320"],"yoast_head":"<!-- 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