{"id":1937,"date":"2026-08-28T16:15:43","date_gmt":"2026-08-28T08:15:43","guid":{"rendered":"\/blog\/?p=1937"},"modified":"2026-08-28T16:15:45","modified_gmt":"2026-08-28T08:15:45","slug":"2026-%e5%b9%b4%e6%88%bf%e5%9c%b0%e4%ba%a7%e6%95%b0%e6%8d%ae-pipeline-%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"\/blog\/2026-%e5%b9%b4%e6%88%bf%e5%9c%b0%e4%ba%a7%e6%95%b0%e6%8d%ae-pipeline-%e6%8c%87%e5%8d%97","title":{"rendered":"\u623f\u5730\u4ea7\u6570\u636e Pipeline \u6307\u5357\uff1a\u5982\u4f55\u91c7\u96c6\u3001\u9a8c\u8bc1\u4e0e\u76d1\u63a7\u623f\u6e90\u6570\u636e"},"content":{"rendered":"\n<p 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\u662f\u6307\u4ece\u623f\u5730\u4ea7\u7f51\u7ad9\u3001\u6388\u6743\u6570\u636e\u6e90\u3001\u5f00\u653e\u6570\u636e\u5e73\u53f0\u6216\u5185\u90e8\u4e1a\u52a1\u7cfb\u7edf\u4e2d\u83b7\u53d6\u623f\u6e90\u4fe1\u606f\uff0c\u5e76\u7ecf\u8fc7\u6e05\u6d17\u3001\u6807\u51c6\u5316\u3001\u9a8c\u8bc1\u3001\u5b58\u50a8\u548c\u5206\u6790\uff0c\u6700\u7ec8\u5f62\u6210\u53ef\u7528\u4e8e\u4e1a\u52a1\u51b3\u7b56\u7684\u6570\u636e\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u901a\u5e38\u5305\u542b\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u6570\u636e\u6e90\n    \u2193\n\u623f\u6e90 URL \u53d1\u73b0\n    \u2193\n\u8bf7\u6c42\u5c42\n    \u2193\n\u7ed3\u6784\u5316\u5b57\u6bb5\u89e3\u6790\n    \u2193\n\u6570\u636e\u6807\u51c6\u5316\n    \u2193\n\u91cd\u590d\u623f\u6e90\u8bc6\u522b\n    \u2193\n\u6570\u636e\u6821\u9a8c\n    \u2193\n\u6570\u636e\u5e93\u5b58\u50a8\n    \u2193\n\u5206\u6790\u770b\u677f \/ \u62a5\u544a \/ \u544a\u8b66<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u6d41\u7a0b\u7684\u91cd\u70b9\u4e0d\u662f\u67d0\u4e00\u4e2a\u722c\u866b\u811a\u672c\uff0c\u800c\u662f\u8ba9\u6574\u4e2a\u7cfb\u7edf\u80fd\u591f\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002\u623f\u5730\u4ea7\u6570\u636e\u53d8\u5316\u9891\u7e41\uff0c\u540c\u4e00\u5957\u623f\u6e90\u53ef\u80fd\u4f1a\u6539\u4ef7\u3001\u4e0b\u67b6\u3001\u91cd\u65b0\u53d1\u5e03\u3001\u6362\u4e2d\u4ecb\uff0c\u6216\u8005\u5728\u4e0d\u540c\u9875\u9762\u51fa\u73b0\u76f8\u4f3c\u8bb0\u5f55\u3002\u56e0\u6b64\uff0cPipeline \u5fc5\u987b\u5177\u5907\u5386\u53f2\u8ffd\u8e2a\u548c\u8d28\u91cf\u63a7\u5236\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u623f\u5730\u4ea7\u6570\u636e\u901a\u5e38\u5305\u542b\u54ea\u4e9b\u5185\u5bb9\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u5730\u4ea7\u6570\u636e\u53ef\u4ee5\u5206\u4e3a\u623f\u6e90\u57fa\u7840\u4fe1\u606f\u3001\u4f4d\u7f6e\u6570\u636e\u3001\u4ea4\u6613\u4fe1\u606f\u548c\u5143\u6570\u636e\u3002\u4e0d\u540c\u4e1a\u52a1\u573a\u666f\u9700\u8981\u5173\u6ce8\u7684\u5b57\u6bb5\u4e0d\u540c\uff0c\u4f46\u57fa\u7840\u7ed3\u6784\u901a\u5e38\u6bd4\u8f83\u63a5\u8fd1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u623f\u6e90\u57fa\u7840\u6570\u636e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u6e90\u57fa\u7840\u6570\u636e\u901a\u5e38\u5305\u62ec\u623f\u6e90 ID\u3001\u6807\u9898\u3001\u623f\u6e90\u7c7b\u578b\u3001\u4ea4\u6613\u7c7b\u578b\u3001\u4ef7\u683c\u3001\u9762\u79ef\u3001\u5367\u5ba4\u6570\u91cf\u3001\u536b\u751f\u95f4\u6570\u91cf\u3001\u697c\u5c42\u3001\u88c5\u4fee\u72b6\u6001\u3001\u662f\u5426\u5e26\u8f66\u4f4d\u3001\u662f\u5426\u6709\u7535\u68af\u3001\u662f\u5426\u5e26\u9732\u53f0\u3001\u80fd\u6e90\u7b49\u7ea7\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u5b57\u6bb5\u53ef\u4ee5\u7528\u4e8e\u4ef7\u683c\u6bd4\u8f83\u3001\u533a\u57df\u5206\u6790\u3001\u6295\u8d44\u7b5b\u9009\u3001\u79df\u552e\u6bd4\u8ba1\u7b97\u548c\u5e02\u573a\u8d8b\u52bf\u5224\u65ad\u3002\u4f8b\u5982\uff0c\u6295\u8d44\u56e2\u961f\u53ef\u80fd\u4f1a\u91cd\u70b9\u5173\u6ce8\u540c\u4e00\u533a\u57df\u5185\u4e0d\u540c\u9762\u79ef\u6bb5\u623f\u6e90\u7684\u5355\u4ef7\u53d8\u5316\uff1b\u79df\u8d41\u5e73\u53f0\u5219\u53ef\u80fd\u66f4\u5173\u6ce8\u623f\u6e90\u4e0a\u67b6\u65f6\u95f4\u548c\u4e0b\u67b6\u901f\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d\u6700\u91cd\u8981\u7684\u5b57\u6bb5\u901a\u5e38\u662f\u623f\u6e90 ID\u3002\u5982\u679c\u6570\u636e\u6e90\u63d0\u4f9b\u7a33\u5b9a\u7684 listing_id\uff0c\u5efa\u8bae\u5c06\u5b83\u4f5c\u4e3a\u4e3b\u952e\u3002\u6ca1\u6709\u7a33\u5b9a ID \u7684\u60c5\u51b5\u4e0b\uff0c\u5c31\u9700\u8981\u7ed3\u5408 URL\u3001\u4ef7\u683c\u3001\u9762\u79ef\u3001\u4f4d\u7f6e\u3001\u4e2d\u4ecb\u4fe1\u606f\u548c\u56fe\u7247\u7279\u5f81\u8fdb\u884c\u8f85\u52a9\u5224\u65ad\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f4d\u7f6e\u6570\u636e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u5730\u4ea7\u6570\u636e\u7684\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4f4d\u7f6e\u3002\u4e00\u4e2a\u5408\u7406\u7684\u6570\u636e\u7ed3\u6784\u4e0d\u5e94\u8be5\u628a\u6240\u6709\u5730\u5740\u4fe1\u606f\u90fd\u585e\u8fdb\u4e00\u4e2a location \u5b57\u6bb5\uff0c\u800c\u5e94\u8be5\u62c6\u5206\u4e3a\u56fd\u5bb6\u3001\u57ce\u5e02\u3001\u57ce\u533a\u3001\u8857\u533a\u3001\u90ae\u7f16\u533a\u57df\u548c\u5750\u6807\u7b49\u5c42\u7ea7\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Spain\n    \u2193\nMadrid\n    \u2193\nSalamanca\n    \u2193\nRecoletos<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u5c42\u7ea7\u7ed3\u6784\u5bf9\u4e8e\u540e\u7eed\u5206\u6790\u975e\u5e38\u5173\u952e\u3002\u56e0\u4e3a\u623f\u5730\u4ea7\u4ef7\u683c\u901a\u5e38\u4e0d\u662f\u57ce\u5e02\u7ea7\u522b\u7edf\u4e00\u53d8\u5316\uff0c\u800c\u662f\u8857\u533a\u3001\u5546\u5708\u3001\u5b66\u6821\u3001\u4ea4\u901a\u3001\u751f\u6d3b\u914d\u5957\u7b49\u56e0\u7d20\u5171\u540c\u5f71\u54cd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f4d\u7f6e\u5b57\u6bb5\u4e0d\u6807\u51c6\uff0c\u540e\u7eed\u505a\u4ef7\u683c\u4e2d\u4f4d\u6570\u3001\u533a\u57df\u6da8\u8dcc\u8d8b\u52bf\u3001\u79df\u552e\u6bd4\u6216\u5730\u56fe\u53ef\u89c6\u5316\u65f6\u90fd\u4f1a\u53d8\u5f97\u56f0\u96be\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u623f\u6e90\u5143\u6570\u636e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u6e90\u5143\u6570\u636e\u7528\u4e8e\u7406\u89e3\u8bb0\u5f55\u7684\u751f\u547d\u5468\u671f\uff0c\u5305\u62ec\u623f\u6e90 URL\u3001\u53d1\u5e03\u65b9\u7c7b\u578b\u3001\u53d1\u5e03\u65f6\u95f4\u3001\u6700\u540e\u66f4\u65b0\u65f6\u95f4\u3001\u56fe\u7247\u6570\u91cf\u3001\u63cf\u8ff0\u6587\u672c\u3001\u91c7\u96c6\u65f6\u95f4\u3001\u5f53\u524d\u72b6\u6001\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u5b57\u6bb5\u5bf9\u4e8e\u5224\u65ad\u623f\u6e90\u662f\u5426\u4ecd\u7136\u6709\u6548\u3001\u662f\u5426\u53d1\u751f\u4ef7\u683c\u53d8\u5316\u3001\u662f\u5426\u91cd\u65b0\u4e0a\u67b6\u975e\u5e38\u91cd\u8981\u3002\u4e00\u4e2a\u6210\u719f\u7684\u6570\u636e\u7cfb\u7edf\u4e0d\u80fd\u53ea\u4fdd\u5b58\u5f53\u524d\u72b6\u6001\uff0c\u8fd8\u8981\u4fdd\u5b58\u5386\u53f2\u72b6\u6001\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6570\u636e\u91c7\u96c6\u524d\u9700\u8981\u6ce8\u610f\u7684\u5408\u89c4\u95ee\u9898<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6784\u5efa\u4efb\u4f55\u623f\u5730\u4ea7\u6570\u636e\u91c7\u96c6\u9879\u76ee\u4e4b\u524d\uff0c\u56e2\u961f\u90fd\u5e94\u8be5\u5148\u786e\u8ba4\u6570\u636e\u6765\u6e90\u662f\u5426\u5408\u6cd5\u3001\u662f\u5426\u6709\u6388\u6743\u3001\u662f\u5426\u5141\u8bb8\u81ea\u52a8\u5316\u8bbf\u95ee\uff0c\u4ee5\u53ca\u662f\u5426\u6d89\u53ca\u4e2a\u4eba\u4fe1\u606f\u3001\u7248\u6743\u5185\u5bb9\u6216\u5546\u4e1a\u590d\u7528\u9650\u5236\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c24\u5176\u662f\u50cf Idealista \u8fd9\u7c7b\u623f\u5730\u4ea7\u5e73\u53f0\uff0c\u5176\u670d\u52a1\u6761\u6b3e\u4e2d\u901a\u5e38\u4f1a\u5bf9\u81ea\u52a8\u5316\u8bbf\u95ee\u3001\u5185\u5bb9\u590d\u5236\u3001\u76d1\u63a7\u3001\u7ed5\u8fc7\u9650\u5236\u7b49\u884c\u4e3a\u4f5c\u51fa\u660e\u786e\u9650\u5236\u3002\u56e0\u6b64\uff0c\u6b63\u5f0f\u9879\u76ee\u5e94\u4f18\u5148\u4f7f\u7528\u5b98\u65b9 API\u3001\u6388\u6743\u6570\u636e\u6e90\u3001\u8bb8\u53ef\u6570\u636e\u3001\u5408\u4f5c\u63a5\u53e3\u6216\u5408\u89c4\u6d4b\u8bd5\u73af\u5883\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u672f\u4e0a\u53ef\u4ee5\u8bbf\u95ee\u67d0\u4e2a\u9875\u9762\uff0c\u5e76\u4e0d\u7b49\u4e8e\u53ef\u4ee5\u81ea\u7531\u91c7\u96c6\u3001\u5b58\u50a8\u6216\u5546\u4e1a\u4f7f\u7528\u5176\u4e2d\u7684\u6570\u636e\u3002\u5bf9\u4e8e\u4f01\u4e1a\u56e2\u961f\u6765\u8bf4\uff0c\u5408\u89c4\u5ba1\u67e5\u5e94\u8be5\u653e\u5728\u5de5\u7a0b\u5f00\u53d1\u4e4b\u524d\uff0c\u800c\u4e0d\u662f\u9879\u76ee\u4e0a\u7ebf\u4e4b\u540e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u5728\u6587\u7ae0\u4e2d\u52a0\u5165\u8fd9\u4e2a\u5916\u94fe\u4f5c\u4e3a\u5408\u89c4\u53c2\u8003\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.idealista.com\/ayuda\/articulos\/legal-statement\/?lang=en\" target=\"_blank\" rel=\"noopener\">Idealista General Terms and Conditions<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e00\u6b65\uff1a\u5148\u5b9a\u4e49\u623f\u5730\u4ea7\u6570\u636e Schema<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u56e2\u961f\u4e00\u5f00\u59cb\u5c31\u5199\u722c\u866b\uff0c\u4f46\u66f4\u7a33\u59a5\u7684\u65b9\u5f0f\u662f\u5148\u5b9a\u4e49\u6570\u636e\u7ed3\u6784\u3002Schema \u51b3\u5b9a\u4e86\u540e\u7eed\u6570\u636e\u80fd\u5426\u88ab\u957f\u671f\u7ef4\u62a4\u3001\u6bd4\u8f83\u548c\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u57fa\u7840\u623f\u6e90 Schema \u53ef\u4ee5\u8fd9\u6837\u8bbe\u8ba1\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5b57\u6bb5<\/th><th>\u793a\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>listing_id<\/td><td>105827361<\/td><\/tr><tr><td>transaction<\/td><td>sale<\/td><\/tr><tr><td>property_type<\/td><td>apartment<\/td><\/tr><tr><td>city<\/td><td>Madrid<\/td><\/tr><tr><td>district<\/td><td>Salamanca<\/td><\/tr><tr><td>neighborhood<\/td><td>Recoletos<\/td><\/tr><tr><td>price<\/td><td>850000<\/td><\/tr><tr><td>currency<\/td><td>EUR<\/td><\/tr><tr><td>size_m2<\/td><td>120<\/td><\/tr><tr><td>bedrooms<\/td><td>3<\/td><\/tr><tr><td>bathrooms<\/td><td>2<\/td><\/tr><tr><td>price_per_m2<\/td><td>7083<\/td><\/tr><tr><td>listing_url<\/td><td>URL<\/td><\/tr><tr><td>first_seen_at<\/td><td>timestamp<\/td><\/tr><tr><td>last_seen_at<\/td><td>timestamp<\/td><\/tr><tr><td>collected_at<\/td><td>timestamp<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u8981\u6ce8\u610f\uff0c\u539f\u59cb\u6570\u636e\u548c\u6807\u51c6\u5316\u6570\u636e\u6700\u597d\u5206\u5f00\u4fdd\u5b58\u3002\u4f8b\u5982\u9875\u9762\u4e0a\u663e\u793a\u7684\u662f <code>850.000 \u20ac<\/code>\uff0c\u6570\u636e\u5e93\u91cc\u5e94\u8be5\u62c6\u6210 price = <code>850000<\/code>\uff0ccurrency = <code>EUR<\/code>\u3002\u9875\u9762\u4e0a\u663e\u793a <code>120 m\u00b2<\/code>\uff0c\u6570\u636e\u5e93\u91cc\u5e94\u8be5\u4fdd\u5b58\u4e3a size_m2 = <code>120<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u540e\u7eed\u624d\u80fd\u8fdb\u884c\u8ba1\u7b97\u3001\u6392\u5e8f\u3001\u7b5b\u9009\u548c\u8d8b\u52bf\u5206\u6790\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e8c\u6b65\uff1a\u53d1\u73b0\u623f\u6e90 URL<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u5730\u4ea7\u7f51\u7ad9\u901a\u5e38\u6709\u4e24\u7c7b\u9875\u9762\uff1a\u641c\u7d22\u9875\u548c\u8be6\u60c5\u9875\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u641c\u7d22\u9875\u7528\u4e8e\u53d1\u73b0\u623f\u6e90\uff0c\u4f8b\u5982\u67d0\u4e2a\u57ce\u5e02\u3001\u67d0\u4e2a\u533a\u57df\u3001\u67d0\u79cd\u623f\u578b\u6216\u67d0\u4e2a\u4ef7\u683c\u533a\u95f4\u4e0b\u7684\u5217\u8868\u3002\u8be6\u60c5\u9875\u5219\u7528\u4e8e\u63d0\u53d6\u5b8c\u6574\u5b57\u6bb5\uff0c\u5305\u62ec\u4ef7\u683c\u3001\u9762\u79ef\u3001\u623f\u578b\u3001\u63cf\u8ff0\u3001\u56fe\u7247\u6570\u91cf\u3001\u53d1\u5e03\u65b9\u548c\u66f4\u65b0\u65f6\u95f4\u7b49\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u5408\u7406\u7684\u91c7\u96c6\u6d41\u7a0b\u901a\u5e38\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u641c\u7d22\u9875\n    \u2193\n\u63d0\u53d6\u623f\u6e90 ID \u548c URL\n    \u2193\n\u52a0\u5165\u4efb\u52a1\u961f\u5217\n    \u2193\n\u91c7\u96c6\u8be6\u60c5\u9875\n    \u2193\n\u89e3\u6790\u5b57\u6bb5<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u65b9\u5f0f\u6bd4\u76f4\u63a5\u65e0\u5e8f\u6293\u53d6\u8be6\u60c5\u9875\u66f4\u7a33\u5b9a\uff0c\u4e5f\u66f4\u5bb9\u6613\u505a\u589e\u91cf\u66f4\u65b0\u3002\u6bd4\u5982\u7cfb\u7edf\u53ef\u4ee5\u6bcf\u5929\u53ea\u68c0\u67e5\u65b0\u623f\u6e90\u3001\u4ef7\u683c\u53d8\u5316\u623f\u6e90\u548c\u91cd\u70b9\u533a\u57df\uff0c\u800c\u4e0d\u662f\u6bcf\u6b21\u90fd\u91cd\u65b0\u6293\u53d6\u6574\u4e2a\u5e02\u573a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e09\u6b65\uff1a\u6784\u5efa\u8bf7\u6c42\u5c42<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf7\u6c42\u5c42\u662f\u6574\u4e2a Pipeline \u7684\u7f51\u7edc\u8bbf\u95ee\u57fa\u7840\uff0c\u8d1f\u8d23\u5904\u7406\u8bf7\u6c42\u5934\u3001\u8d85\u65f6\u3001\u91cd\u8bd5\u3001\u4ee3\u7406\u9009\u62e9\u3001\u4f1a\u8bdd\u7ba1\u7406\u3001\u8bbf\u95ee\u9891\u7387\u548c\u5730\u533a\u914d\u7f6e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u7b80\u5355\u7684\u8bf7\u6c42\u67b6\u6784\u53ef\u4ee5\u8fd9\u6837\u7406\u89e3\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Crawler\n   \u2193\nRequest Manager\n   \u2193\nProxy Pool\n   \u2193\nTarget Website<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf7\u6c42\u5c42\u4e0d\u80fd\u53ea\u8d1f\u8d23\u201c\u53d1\u8bf7\u6c42\u201d\u3002\u5b83\u8fd8\u5e94\u8be5\u80fd\u5224\u65ad\u5931\u8d25\u539f\u56e0\u3002\u4f8b\u5982\u8d85\u65f6\u3001403\u3001429\u3001\u7a7a\u9875\u9762\u3001\u5b57\u6bb5\u7f3a\u5931\u548c\u89e3\u6790\u5931\u8d25\u90fd\u5e94\u8be5\u88ab\u5206\u7c7b\u5904\u7406\uff0c\u800c\u4e0d\u662f\u5168\u90e8\u65e0\u9650\u91cd\u8bd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u51fa\u73b0 429\uff0c\u901a\u5e38\u8bf4\u660e\u8bf7\u6c42\u9891\u7387\u9700\u8981\u63a7\u5236\uff1b\u5982\u679c\u51fa\u73b0 403\uff0c\u5219\u5e94\u505c\u6b62\u5e76\u68c0\u67e5\u8bbf\u95ee\u6743\u9650\u6216\u6570\u636e\u6e90\u89c4\u5219\uff1b\u5982\u679c\u9875\u9762\u6210\u529f\u8fd4\u56de\u4f46\u5b57\u6bb5\u4e3a\u7a7a\uff0c\u5219\u53ef\u80fd\u662f\u89e3\u6790\u903b\u8f91\u3001\u9875\u9762\u7ed3\u6784\u6216\u6e32\u67d3\u65b9\u5f0f\u53d1\u751f\u4e86\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ColaProxy \u53ef\u4ee5\u5728\u8fd9\u4e00\u5c42\u4f5c\u4e3a\u4ee3\u7406\u57fa\u7840\u8bbe\u65bd\u4f7f\u7528\uff0c\u5e2e\u52a9\u56e2\u961f\u8fdb\u884c\u5730\u533a\u5316\u8bbf\u95ee\u6d4b\u8bd5\u3001\u5206\u5e03\u5f0f\u4efb\u52a1\u6267\u884c\u548c\u7a33\u5b9a\u4f1a\u8bdd\u7ba1\u7406\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u56db\u6b65\uff1a\u9009\u62e9\u5408\u9002\u7684\u4ee3\u7406\u7b56\u7565<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7406\u7b56\u7565\u5e94\u8be5\u6839\u636e\u4efb\u52a1\u7c7b\u578b\u9009\u62e9\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u8ba4\u4e3a\u201c\u8f6e\u6362\u8d8a\u5feb\u8d8a\u597d\u201d\u3002\u623f\u5730\u4ea7\u6570\u636e\u91c7\u96c6\u5305\u542b\u4e0d\u540c\u5de5\u4f5c\u6d41\uff0c\u4e0d\u540c\u9636\u6bb5\u9700\u8981\u4e0d\u540c\u7684\u4ee3\u7406\u65b9\u5f0f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"\/blog\/zh\/%e4%bb%80%e4%b9%88%e6%98%af%e4%bd%8f%e5%ae%85%e4%bb%a3%e7%90%86\" data-type=\"post\" data-id=\"1715\">\u4f4f\u5b85\u4ee3\u7406<\/a><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f4f\u5b85\u4ee3\u7406\u9002\u5408\u5730\u533a\u5316\u5e02\u573a\u7814\u7a76\u3001\u516c\u5f00\u9875\u9762\u8bbf\u95ee\u6d4b\u8bd5\u548c\u5206\u5e03\u5f0f\u91c7\u96c6\u4efb\u52a1\u3002\u7531\u4e8e\u4f4f\u5b85 IP \u66f4\u63a5\u8fd1\u771f\u5b9e\u7528\u6237\u7f51\u7edc\u73af\u5883\uff0c\u56e0\u6b64\u5728\u9700\u8981\u89c2\u5bdf\u4e0d\u540c\u56fd\u5bb6\u6216\u5730\u533a\u9875\u9762\u5dee\u5f02\u65f6\u66f4\u6709\u4ef7\u503c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0c\u56e2\u961f\u53ef\u80fd\u9700\u8981\u6bd4\u8f83 Madrid\u3001Barcelona\u3001Valencia \u7b49\u57ce\u5e02\u7684\u623f\u6e90\u5c55\u793a\u7ed3\u679c\uff0c\u4e5f\u53ef\u80fd\u9700\u8981\u9a8c\u8bc1\u4e0d\u540c\u5730\u533a\u7528\u6237\u770b\u5230\u7684\u4ef7\u683c\u3001\u6392\u5e8f\u6216\u5e93\u5b58\u662f\u5426\u4e00\u81f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8f6e\u6362\u4f4f\u5b85\u4ee3\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f6e\u6362\u4f4f\u5b85\u4ee3\u7406\u9002\u5408\u5927\u91cf\u76f8\u4e92\u72ec\u7acb\u7684\u9875\u9762\u4efb\u52a1\u3002\u4f8b\u5982\u91c7\u96c6\u591a\u4e2a\u57ce\u5e02\u7684\u516c\u5f00\u623f\u6e90\u5217\u8868\u3001\u68c0\u67e5\u5df2\u77e5 URL \u662f\u5426\u4ecd\u7136\u6709\u6548\u3001\u76d1\u63a7\u4e0d\u540c\u533a\u57df\u7684\u623f\u6e90\u6570\u91cf\u53d8\u5316\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8fc7\uff0c\u8f6e\u6362\u5e76\u4e0d\u9002\u5408\u6240\u6709\u573a\u666f\u3002\u5982\u679c\u67d0\u4e2a\u6d41\u7a0b\u4f9d\u8d56 Cookie\u3001Session \u6216\u8fde\u7eed\u8bbf\u95ee\u8def\u5f84\uff0c\u8fc7\u4e8e\u9891\u7e41\u5730\u66f4\u6362 IP \u53cd\u800c\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u4e0d\u4e00\u81f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7c98\u6027\u4f1a\u8bdd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7c98\u6027\u4f1a\u8bdd\u9002\u5408\u9700\u8981\u77ed\u65f6\u95f4\u4fdd\u6301\u540c\u4e00\u7f51\u7edc\u8eab\u4efd\u7684\u4efb\u52a1\u3002\u4f8b\u5982\u4e00\u4e2a\u6d41\u7a0b\u9700\u8981\u5148\u8bbf\u95ee\u5217\u8868\u9875\uff0c\u518d\u8fdb\u5165\u8be6\u60c5\u9875\uff0c\u7136\u540e\u9a8c\u8bc1\u533a\u57df\u5185\u5bb9\uff0c\u5982\u679c\u4e2d\u9014 IP \u9891\u7e41\u53d8\u5316\uff0c\u53ef\u80fd\u5bfc\u81f4\u9875\u9762\u8bed\u8a00\u3001\u5730\u533a\u3001Cookie \u6216\u5185\u5bb9\u72b6\u6001\u53d1\u751f\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4fdd\u6301\u4e00\u6bb5\u65f6\u95f4\u7684 Session \u4e00\u81f4\u6027\u4f1a\u66f4\u5408\u7406\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9759\u6001 ISP \u4ee3\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9759\u6001 ISP \u4ee3\u7406\u9002\u5408\u9700\u8981\u957f\u671f\u7a33\u5b9a\u7f51\u7edc\u8eab\u4efd\u7684\u6388\u6743\u91c7\u96c6\u3001\u6d4b\u8bd5\u73af\u5883\u6216\u81ea\u52a8\u5316\u6d41\u7a0b\u3002\u76f8\u6bd4\u9891\u7e41\u8f6e\u6362\uff0c\u5b83\u66f4\u5f3a\u8c03\u8fde\u63a5\u7a33\u5b9a\u6027\u548c\u8eab\u4efd\u8fde\u7eed\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ColaProxy \u652f\u6301\u4f4f\u5b85\u4ee3\u7406\u3001\u9759\u6001 ISP \u4ee3\u7406\u3001\u8f6e\u6362\u4f1a\u8bdd\u3001\u7c98\u6027\u4f1a\u8bdd\uff0c\u4ee5\u53ca HTTP\u3001HTTPS\u3001SOCKS5 \u534f\u8bae\uff0c\u53ef\u4ee5\u9002\u914d Python Requests\u3001Scrapy\u3001Playwright\u3001Selenium\u3001Puppeteer \u7b49\u5e38\u89c1\u5de5\u5177\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e94\u6b65\uff1a\u63d0\u53d6\u7ed3\u6784\u5316\u623f\u6e90\u6570\u636e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u89e3\u6790\u6570\u636e\u65f6\uff0c\u5efa\u8bae\u4f18\u5148\u9009\u62e9\u7a33\u5b9a\u7684\u6570\u636e\u6765\u6e90\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u4f9d\u8d56\u9875\u9762\u89c6\u89c9\u5e03\u5c40\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a8\u8350\u4f18\u5148\u7ea7\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7ed3\u6784\u5316\u6570\u636e\n    \u2193\n\u5d4c\u5165\u5f0f JSON\n    \u2193\nHTML Selector \/ XPath\n    \u2193\n\u6587\u672c\u89e3\u6790<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u9875\u9762\u4e2d\u5b58\u5728 JSON-LD\u3001\u5d4c\u5165\u5f0f JSON \u6216\u7ed3\u6784\u5316\u5c5e\u6027\uff0c\u901a\u5e38\u6bd4 CSS Selector \u66f4\u7a33\u5b9a\u3002\u56e0\u4e3a\u623f\u5730\u4ea7\u7f51\u7ad9\u7ecf\u5e38\u6539\u7248\uff0c\u524d\u7aef\u5e03\u5c40\u53ef\u80fd\u53d8\u5316\uff0c\u4f46\u5e95\u5c42\u7ed3\u6784\u5316\u6570\u636e\u4e0d\u4e00\u5b9a\u540c\u6b65\u5927\u5e45\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CSS Selector \u548c XPath \u53ef\u4ee5\u4f7f\u7528\uff0c\u4f46\u9700\u8981\u505a\u597d\u76d1\u63a7\u3002\u4e00\u65e6\u9875\u9762\u7ed3\u6784\u53d8\u5316\uff0c\u5b57\u6bb5\u53ef\u80fd\u4f1a\u4e22\u5931\u3002\u7eaf\u6587\u672c\u89e3\u6790\u5e94\u8be5\u653e\u5728\u6700\u540e\uff0c\u56e0\u4e3a\u63cf\u8ff0\u5185\u5bb9\u901a\u5e38\u683c\u5f0f\u4e0d\u7edf\u4e00\uff0c\u8fd8\u53ef\u80fd\u5b58\u5728\u591a\u8bed\u8a00\u3001\u7f29\u5199\u548c\u81ea\u7136\u8bed\u8a00\u8868\u8fbe\u5dee\u5f02\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u516d\u6b65\uff1a\u6807\u51c6\u5316\u623f\u5730\u4ea7\u6570\u636e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u5730\u4ea7\u539f\u59cb\u6570\u636e\u901a\u5e38\u5f88\u810f\uff0c\u5fc5\u987b\u7ecf\u8fc7\u6807\u51c6\u5316\u624d\u80fd\u7528\u4e8e\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u539f\u59cb\u503c<\/th><th>\u6807\u51c6\u5316\u7ed3\u679c<\/th><\/tr><\/thead><tbody><tr><td>850.000 \u20ac<\/td><td>850000<\/td><\/tr><tr><td>120 m\u00b2<\/td><td>120<\/td><\/tr><tr><td>3 hab.<\/td><td>3<\/td><\/tr><tr><td>Apartment \/ Flat<\/td><td>apartment<\/td><\/tr><tr><td>Madrid &#8211; Salamanca &#8211; Recoletos<\/td><td>city \/ district \/ neighborhood<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6807\u51c6\u5316\u7684\u76ee\u6807\u662f\u628a\u9875\u9762\u6587\u672c\u53d8\u6210\u53ef\u8ba1\u7b97\u5b57\u6bb5\u3002\u5426\u5219\u540e\u7eed\u65e0\u6cd5\u8ba1\u7b97\u5747\u4ef7\u3001\u5355\u4ef7\u3001\u79df\u552e\u6bd4\u3001\u4ef7\u683c\u53d8\u5316\u548c\u533a\u57df\u8d8b\u52bf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u6e90\u7c7b\u578b\u4e5f\u9700\u8981\u7edf\u4e00\u5206\u7c7b\u3002\u4f8b\u5982 apartment\u3001flat\u3001studio\u3001penthouse\u3001house\u3001villa\u3001room\u3001garage \u7b49\u5e94\u8be5\u6620\u5c04\u5230\u5185\u90e8 taxonomy\u3002\u4e0d\u540c\u4e1a\u52a1\u53ef\u4ee5\u5b9a\u4e49\u4e0d\u540c\u5206\u7c7b\u89c4\u5219\uff0c\u4f46\u5fc5\u987b\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e03\u6b65\uff1a\u8ba1\u7b97\u623f\u5730\u4ea7\u5206\u6790\u6307\u6807<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u91c7\u96c6\u6570\u636e\u53ea\u662f\u7b2c\u4e00\u6b65\uff0c\u771f\u6b63\u7684\u4ef7\u503c\u6765\u81ea\u5206\u6790\u6307\u6807\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c1\u6307\u6807\u5305\u62ec\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6307\u6807<\/th><th>\u4f5c\u7528<\/th><\/tr><\/thead><tbody><tr><td>\u6bcf\u5e73\u65b9\u7c73\u4ef7\u683c<\/td><td>\u6bd4\u8f83\u4e0d\u540c\u9762\u79ef\u623f\u6e90\u7684\u4ef7\u683c\u6c34\u5e73<\/td><\/tr><tr><td>\u533a\u57df\u4ef7\u683c\u4e2d\u4f4d\u6570<\/td><td>\u5224\u65ad\u67d0\u4e2a\u623f\u6e90\u662f\u5426\u9ad8\u4e8e\u6216\u4f4e\u4e8e\u5e02\u573a\u6c34\u5e73<\/td><\/tr><tr><td>\u79df\u552e\u6bd4<\/td><td>\u8bc4\u4f30\u6295\u8d44\u56de\u62a5<\/td><\/tr><tr><td>\u4e0a\u67b6\u65f6\u957f<\/td><td>\u5224\u65ad\u5e02\u573a\u6d41\u52a8\u6027<\/td><\/tr><tr><td>\u964d\u4ef7\u5e45\u5ea6<\/td><td>\u5206\u6790\u5356\u65b9\u5b9a\u4ef7\u7b56\u7565<\/td><\/tr><tr><td>\u65b0\u589e\u623f\u6e90\u6570\u91cf<\/td><td>\u89c2\u5bdf\u5e02\u573a\u4f9b\u5e94\u53d8\u5316<\/td><\/tr><tr><td>\u4e0b\u67b6\u623f\u6e90\u6570\u91cf<\/td><td>\u5224\u65ad\u6210\u4ea4\u6216\u64a4\u56de\u8d8b\u52bf<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0c\u4e00\u5957\u623f\u6e90\u5f53\u524d\u4ef7\u683c\u5e76\u4e0d\u4e00\u5b9a\u8bf4\u660e\u95ee\u9898\uff0c\u4f46\u5982\u679c\u5b83\u5728 30 \u5929\u5185\u8fde\u7eed\u964d\u4ef7\u4e09\u6b21\uff0c\u5c31\u53ef\u80fd\u4ee3\u8868\u5356\u65b9\u9884\u671f\u53d8\u5316\u6216\u5e02\u573a\u9700\u6c42\u4e0d\u8db3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u7cfb\u7edf\u5fc5\u987b\u4fdd\u5b58\u5386\u53f2\u6570\u636e\uff0c\u800c\u4e0d\u662f\u53ea\u4fdd\u5b58\u6700\u65b0\u8bb0\u5f55\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u516b\u6b65\uff1a\u8bc6\u522b\u91cd\u590d\u623f\u6e90<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u5730\u4ea7\u6570\u636e\u975e\u5e38\u5bb9\u6613\u51fa\u73b0\u91cd\u590d\u3002\u540c\u4e00\u5957\u623f\u53ef\u80fd\u7531\u4e0d\u540c\u4e2d\u4ecb\u53d1\u5e03\uff0c\u4e5f\u53ef\u80fd\u4e0b\u67b6\u540e\u91cd\u65b0\u4e0a\u67b6\uff0c\u6216\u8005\u4fee\u6539\u6807\u9898\u3001\u56fe\u7247\u548c\u4ef7\u683c\u540e\u518d\u6b21\u51fa\u73b0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53bb\u91cd\u53ef\u4ee5\u5206\u4e3a\u4e24\u5c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u5c42\u662f\u7cbe\u786e\u53bb\u91cd\uff0c\u4f8b\u5982\u4f7f\u7528 listing_id \u6216 URL\u3002\u5982\u679c ID \u7a33\u5b9a\uff0c\u8fd9\u662f\u6700\u53ef\u9760\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u5c42\u662f\u6a21\u7cca\u53bb\u91cd\uff0c\u4f8b\u5982\u7ed3\u5408\u5730\u5740\u3001\u4ef7\u683c\u3001\u9762\u79ef\u3001\u623f\u578b\u3001\u533a\u57df\u3001\u4e2d\u4ecb\u3001\u56fe\u7247\u54c8\u5e0c\u548c\u63cf\u8ff0\u76f8\u4f3c\u5ea6\u8fdb\u884c\u5224\u65ad\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u6210\u719f\u7cfb\u7edf\u901a\u5e38\u9700\u8981\u540c\u65f6\u652f\u6301\u7cbe\u786e\u53bb\u91cd\u548c\u6a21\u7cca\u53bb\u91cd\u3002\u5426\u5219\uff0c\u91cd\u590d\u8bb0\u5f55\u4f1a\u5f71\u54cd\u5747\u4ef7\u8ba1\u7b97\u3001\u5e93\u5b58\u7edf\u8ba1\u548c\u5e02\u573a\u8d8b\u52bf\u5224\u65ad\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e5d\u6b65\uff1a\u8ffd\u8e2a\u4ef7\u683c\u53d8\u5316<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8981\u76f4\u63a5\u8986\u76d6\u65e7\u4ef7\u683c\u3002\u623f\u5730\u4ea7\u6570\u636e\u6700\u6709\u4ef7\u503c\u7684\u90e8\u5206\u4e4b\u4e00\uff0c\u5c31\u662f\u4ef7\u683c\u5982\u4f55\u968f\u65f6\u95f4\u53d8\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a8\u8350\u4fdd\u5b58\u4ef7\u683c\u5386\u53f2\u8868\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>listing_id | price  | timestamp\n105827361  | 850000 | 2026-01-01\n105827361  | 825000 | 2026-01-15\n105827361  | 799000 | 2026-02-01<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u53ef\u4ee5\u5206\u6790\u964d\u4ef7\u9891\u7387\u3001\u964d\u4ef7\u5e45\u5ea6\u3001\u4e0a\u67b6\u65f6\u957f\u3001\u533a\u57df\u4ef7\u683c\u6ce2\u52a8\u548c\u5356\u65b9\u884c\u4e3a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u53ea\u4fdd\u5b58\u5f53\u524d\u4ef7\u683c\uff0c\u56e2\u961f\u53ea\u80fd\u770b\u5230\u201c\u73b0\u5728\u591a\u5c11\u94b1\u201d\uff1b\u5982\u679c\u4fdd\u5b58\u5386\u53f2\u8bb0\u5f55\uff0c\u5c31\u53ef\u4ee5\u770b\u5230\u201c\u4ef7\u683c\u4e3a\u4ec0\u4e48\u53d8\u4e86\u3001\u4ec0\u4e48\u65f6\u5019\u53d8\u7684\u3001\u53d8\u4e86\u591a\u5c11\u201d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u5341\u6b65\uff1a\u8bc6\u522b\u65b0\u589e\u3001\u4e0b\u67b6\u548c\u91cd\u65b0\u4e0a\u67b6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u5730\u4ea7 Pipeline \u5e94\u8be5\u8ffd\u8e2a\u623f\u6e90\u751f\u547d\u5468\u671f\uff0c\u800c\u4e0d\u662f\u53ea\u5224\u65ad\u9875\u9762\u662f\u5426\u5b58\u5728\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u5e38\u89c1\u751f\u547d\u5468\u671f\u53ef\u4ee5\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>New\n \u2193\nActive\n \u2193\nPrice Changed\n \u2193\nRemoved\n \u2193\nRelisted<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u65b0\u589e\u623f\u6e90\u4ee3\u8868\u4f9b\u5e94\u589e\u52a0\uff1b\u4e0b\u67b6\u623f\u6e90\u53ef\u80fd\u4ee3\u8868\u6210\u4ea4\u3001\u64a4\u56de\u6216\u8fc7\u671f\uff1b\u91cd\u65b0\u4e0a\u67b6\u53ef\u80fd\u4ee3\u8868\u5356\u65b9\u5e0c\u671b\u91cd\u7f6e\u66dd\u5149\u5468\u671f\uff1b\u4ef7\u683c\u53d8\u5316\u5219\u53ef\u80fd\u53cd\u6620\u5e02\u573a\u538b\u529b\u6216\u7b56\u7565\u8c03\u6574\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u53d8\u5316\u5bf9\u623f\u5730\u4ea7\u5206\u6790\u975e\u5e38\u91cd\u8981\uff0c\u4e5f\u662f\u957f\u671f\u76d1\u63a7\u7cfb\u7edf\u533a\u522b\u4e8e\u666e\u901a\u4e00\u6b21\u6027\u91c7\u96c6\u811a\u672c\u7684\u5173\u952e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u5341\u4e00\u6b65\uff1a\u5efa\u7acb\u91cd\u8bd5\u4e0e\u5931\u8d25\u5904\u7406\u673a\u5236<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u91c7\u96c6\u7cfb\u7edf\u4e00\u5b9a\u4f1a\u9047\u5230\u5931\u8d25\u3002\u5173\u952e\u4e0d\u662f\u5b8c\u5168\u907f\u514d\u5931\u8d25\uff0c\u800c\u662f\u6b63\u786e\u5904\u7406\u5931\u8d25\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9519\u8bef\u7c7b\u578b<\/th><th>\u5efa\u8bae\u5904\u7406\u65b9\u5f0f<\/th><\/tr><\/thead><tbody><tr><td>Timeout<\/td><td>\u9650\u5236\u6b21\u6570\u540e\u91cd\u8bd5<\/td><\/tr><tr><td>429<\/td><td>\u964d\u4f4e\u9891\u7387\u5e76\u4f7f\u7528\u9000\u907f\u7b56\u7565<\/td><\/tr><tr><td>403<\/td><td>\u505c\u6b62\u4efb\u52a1\u5e76\u68c0\u67e5\u8bbf\u95ee\u6743\u9650<\/td><\/tr><tr><td>\u89e3\u6790\u5931\u8d25<\/td><td>\u4fdd\u5b58 HTML \u5feb\u7167\u7528\u4e8e\u6392\u67e5<\/td><\/tr><tr><td>\u7a7a\u9875\u9762<\/td><td>\u518d\u6b21\u9a8c\u8bc1\u662f\u5426\u4e3a\u771f\u5b9e\u7a7a\u7ed3\u679c<\/td><\/tr><tr><td>\u5b57\u6bb5\u7f3a\u5931<\/td><td>\u6807\u8bb0\u4e3a\u4e0d\u5b8c\u6574\u8bb0\u5f55<\/td><\/tr><tr><td>\u91cd\u590d\u6570\u636e<\/td><td>\u8df3\u8fc7\u6216\u66f4\u65b0\u5df2\u6709\u8bb0\u5f55<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5408\u7406\u7684\u5931\u8d25\u5904\u7406\u6d41\u7a0b\u5e94\u8be5\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u8bf7\u6c42\u5931\u8d25\n    \u2193\n\u9519\u8bef\u5206\u7c7b\n    \u2193\n\u9000\u907f\u7b49\u5f85\n    \u2193\n\u6709\u9650\u91cd\u8bd5\n    \u2193\n\u8bb0\u5f55\u65e5\u5fd7\n    \u2193\n\u8fdb\u5165\u76d1\u63a7\u62a5\u8868<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8981\u8ba9\u7cfb\u7edf\u9677\u5165\u65e0\u9650\u91cd\u8bd5\u3002\u65e0\u9650\u91cd\u8bd5\u4e0d\u4ec5\u6d6a\u8d39\u8d44\u6e90\uff0c\u4e5f\u53ef\u80fd\u8ba9\u9519\u8bef\u88ab\u9690\u85cf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u5341\u4e8c\u6b65\uff1a\u9a8c\u8bc1\u623f\u6e90\u6570\u636e\u8d28\u91cf<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf7\u6c42\u6210\u529f\u4e0d\u4ee3\u8868\u6570\u636e\u6b63\u786e\u3002\u6bd4\u5982\u9875\u9762\u8fd4\u56de\u6b63\u5e38\uff0c\u4f46\u4ef7\u683c\u89e3\u6790\u9519\u4e86\u3001\u9762\u79ef\u5b57\u6bb5\u7f3a\u5931\u4e86\u3001\u57ce\u5e02\u5b57\u6bb5\u9519\u4f4d\u4e86\uff0c\u6700\u7ec8\u5206\u6790\u7ed3\u679c\u4ecd\u7136\u4f1a\u5931\u771f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u9a8c\u8bc1\u53ef\u4ee5\u5305\u62ec\u8303\u56f4\u9a8c\u8bc1\u3001\u5173\u7cfb\u9a8c\u8bc1\u548c\u4f4d\u7f6e\u9a8c\u8bc1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8303\u56f4\u9a8c\u8bc1\u7528\u4e8e\u68c0\u67e5\u4ef7\u683c\u3001\u9762\u79ef\u3001\u5367\u5ba4\u6570\u91cf\u7b49\u5b57\u6bb5\u662f\u5426\u5408\u7406\u3002\u4f8b\u5982\u4ef7\u683c\u5fc5\u987b\u5927\u4e8e 0\uff0c\u9762\u79ef\u5fc5\u987b\u5927\u4e8e 0\uff0c\u5367\u5ba4\u6570\u91cf\u4e0d\u80fd\u51fa\u73b0\u660e\u663e\u5f02\u5e38\u503c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5173\u7cfb\u9a8c\u8bc1\u7528\u4e8e\u68c0\u67e5\u5b57\u6bb5\u4e4b\u95f4\u662f\u5426\u5339\u914d\u3002\u4f8b\u5982 Madrid \u4e00\u5957 120 \u5e73\u65b9\u7c73\u516c\u5bd3\u5982\u679c\u4ef7\u683c\u53ea\u6709 850 \u6b27\u5143\uff0c\u5c31\u5f88\u53ef\u80fd\u662f\u89e3\u6790\u9519\u8bef\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f4d\u7f6e\u9a8c\u8bc1\u7528\u4e8e\u786e\u8ba4\u57ce\u5e02\u3001\u57ce\u533a\u3001\u8857\u533a\u4e4b\u95f4\u662f\u5426\u5c5e\u4e8e\u5408\u7406\u5c42\u7ea7\uff0c\u907f\u514d\u628a\u4e0d\u5c5e\u4e8e\u540c\u4e00\u533a\u57df\u7684\u6570\u636e\u6df7\u5728\u4e00\u8d77\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u5341\u4e09\u6b65\uff1a\u5b58\u50a8\u5f53\u524d\u6570\u636e\u548c\u5386\u53f2\u6570\u636e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u540c\u9879\u76ee\u53ef\u4ee5\u9009\u62e9\u4e0d\u540c\u5b58\u50a8\u65b9\u5f0f\u3002CSV \u9002\u5408\u6d4b\u8bd5\uff0cPostgreSQL \u9002\u5408\u7ed3\u6784\u5316\u751f\u4ea7\u7cfb\u7edf\uff0cMongoDB \u9002\u5408\u5b57\u6bb5\u53d8\u5316\u9891\u7e41\u7684\u573a\u666f\uff0c\u6570\u636e\u4ed3\u5e93\u9002\u5408\u5927\u89c4\u6a21\u5e02\u573a\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u5f0f\u7cfb\u7edf\u5efa\u8bae\u81f3\u5c11\u62c6\u6210\u4e24\u7c7b\u8868\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Listings Table\n- listing_id\n- current_price\n- current_status\n- city\n- district\n- property_type\n- last_seen_at\n\nListing History Table\n- listing_id\n- price\n- status\n- collected_at\n- raw_snapshot_id<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u8868\u7528\u4e8e\u5feb\u901f\u67e5\u8be2\u5e02\u573a\u73b0\u72b6\uff0c\u5386\u53f2\u8868\u7528\u4e8e\u5206\u6790\u53d8\u5316\u8d8b\u52bf\u3002\u8fd9\u6837\u65e2\u80fd\u652f\u6301\u4e1a\u52a1\u770b\u677f\uff0c\u4e5f\u80fd\u652f\u6301\u957f\u671f\u7814\u7a76\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u5341\u56db\u6b65\uff1a\u4f7f\u7528\u589e\u91cf\u91c7\u96c6\u800c\u4e0d\u662f\u6bcf\u5929\u5168\u91cf\u91c7\u96c6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u6b21\u91c7\u96c6\u53ef\u4ee5\u505a\u5168\u91cf\u6293\u53d6\uff0c\u4f46\u540e\u7eed\u4e0d\u4e00\u5b9a\u6bcf\u5929\u90fd\u91cd\u65b0\u6293\u6574\u4e2a\u5e02\u573a\u3002\u66f4\u5408\u7406\u7684\u65b9\u5f0f\u662f\u589e\u91cf\u66f4\u65b0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u589e\u91cf\u91c7\u96c6\u91cd\u70b9\u5173\u6ce8\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7c7b\u578b<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td>\u65b0\u623f\u6e90<\/td><td>\u65b0\u589e\u4f9b\u5e94<\/td><\/tr><tr><td>\u5df2\u77e5\u623f\u6e90<\/td><td>\u68c0\u67e5\u662f\u5426\u6539\u4ef7\u6216\u4e0b\u67b6<\/td><\/tr><tr><td>\u9ad8\u4ef7\u503c\u533a\u57df<\/td><td>\u589e\u52a0\u66f4\u65b0\u9891\u7387<\/td><\/tr><tr><td>\u4ef7\u683c\u53d8\u5316\u623f\u6e90<\/td><td>\u66f4\u65b0\u5386\u53f2\u8bb0\u5f55<\/td><\/tr><tr><td>\u4e0b\u67b6\u623f\u6e90<\/td><td>\u66f4\u65b0\u751f\u547d\u5468\u671f\u72b6\u6001<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u51cf\u5c11\u8bf7\u6c42\u91cf\u3001\u5e26\u5bbd\u6210\u672c\u3001\u5904\u7406\u65f6\u95f4\u548c\u5b58\u50a8\u538b\u529b\uff0c\u4e5f\u8ba9\u7cfb\u7edf\u66f4\u5bb9\u6613\u6269\u5c55\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u5341\u4e94\u6b65\uff1a\u76d1\u63a7\u6574\u4e2a Pipeline<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u4ea7\u73af\u5883\u4e0d\u80fd\u53ea\u770b\u7a0b\u5e8f\u662f\u5426\u8fd0\u884c\uff0c\u8fd8\u8981\u770b\u6570\u636e\u662f\u5426\u6b63\u5e38\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf7\u6c42\u5c42\u53ef\u4ee5\u76d1\u63a7\u6210\u529f\u7387\u3001\u54cd\u5e94\u65f6\u95f4\u3001\u8d85\u65f6\u7387\u3001\u9519\u8bef\u7801\u5206\u5e03\u548c\u91cd\u8bd5\u6b21\u6570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u5c42\u53ef\u4ee5\u76d1\u63a7\u65b0\u589e\u623f\u6e90\u6570\u91cf\u3001\u5b57\u6bb5\u7f3a\u5931\u7387\u3001\u91cd\u590d\u7387\u3001\u4ef7\u683c\u5f02\u5e38\u6570\u91cf\u548c\u89e3\u6790\u5931\u8d25\u6570\u91cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7406\u5c42\u53ef\u4ee5\u76d1\u63a7\u5ef6\u8fdf\u3001\u8fde\u63a5\u7a33\u5b9a\u6027\u3001\u5730\u533a\u51c6\u786e\u6027\u3001Session \u7a33\u5b9a\u6027\u548c\u51fa\u53e3 IP \u8868\u73b0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u6709\u8fd9\u4e9b\u6307\u6807\u90fd\u53ef\u89c1\uff0c\u56e2\u961f\u624d\u80fd\u53ca\u65f6\u53d1\u73b0\u95ee\u9898\u3002\u4f8b\u5982\u67d0\u4e00\u5929\u65b0\u589e\u623f\u6e90\u6570\u91cf\u7a81\u7136\u4e0b\u964d\uff0c\u53ef\u80fd\u4e0d\u662f\u5e02\u573a\u771f\u7684\u6ca1\u6709\u65b0\u623f\u6e90\uff0c\u800c\u662f\u53d1\u73b0\u5c42\u3001\u8bf7\u6c42\u5c42\u6216\u89e3\u6790\u5c42\u51fa\u73b0\u4e86\u95ee\u9898\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Scrapy\u3001Playwright \u8fd8\u662f Python Requests\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u540c\u5de5\u5177\u9002\u5408\u4e0d\u540c\u4efb\u52a1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5de5\u5177<\/th><th>\u66f4\u9002\u5408\u7684\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td>Python Requests<\/td><td>\u7b80\u5355 HTTP \u8bf7\u6c42<\/td><\/tr><tr><td>BeautifulSoup<\/td><td>HTML \u89e3\u6790<\/td><\/tr><tr><td>Scrapy<\/td><td>\u5927\u89c4\u6a21\u7ed3\u6784\u5316\u91c7\u96c6<\/td><\/tr><tr><td>Playwright<\/td><td>\u9700\u8981\u6d4f\u89c8\u5668\u6e32\u67d3\u7684\u6d41\u7a0b<\/td><\/tr><tr><td>Selenium<\/td><td>\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u6d4b\u8bd5<\/td><\/tr><tr><td>PostgreSQL<\/td><td>\u7ed3\u6784\u5316\u6570\u636e\u5b58\u50a8<\/td><\/tr><tr><td>Redis \/ Queue<\/td><td>\u4efb\u52a1\u8c03\u5ea6<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u751f\u4ea7\u7ea7\u623f\u5730\u4ea7\u6570\u636e Pipeline\uff0cScrapy \u901a\u5e38\u66f4\u9002\u5408\u5927\u89c4\u6a21\u7ed3\u6784\u5316\u91c7\u96c6\uff0c\u56e0\u4e3a\u5b83\u66f4\u8f7b\u91cf\u3001\u6548\u7387\u66f4\u9ad8\u3001\u4efb\u52a1\u7ba1\u7406\u80fd\u529b\u66f4\u5f3a\u3002Playwright \u66f4\u9002\u5408\u9700\u8981 JavaScript \u6e32\u67d3\u3001\u9875\u9762\u4ea4\u4e92\u6216\u6d4f\u89c8\u5668\u4e0a\u4e0b\u6587\u9a8c\u8bc1\u7684\u4efb\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u5b9e\u9645\u7684\u505a\u6cd5\u901a\u5e38\u662f\u4e24\u8005\u7ed3\u5408\uff1a\u5927\u90e8\u5206\u9875\u9762\u7531 Scrapy \u5904\u7406\uff0c\u53ea\u6709\u786e\u5b9e\u9700\u8981\u6d4f\u89c8\u5668\u73af\u5883\u7684\u9875\u9762\u624d\u4f7f\u7528 Playwright\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u63a8\u8350\u751f\u4ea7\u67b6\u6784<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u66f4\u5b8c\u6574\u7684\u751f\u4ea7\u67b6\u6784\u53ef\u4ee5\u8fd9\u6837\u8bbe\u8ba1\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Scheduler\n    \u2193\nURL Discovery\n    \u2193\nTask Queue\n    \u2193\nScraper Workers\n    \u2193\nColaProxy Proxy Pool\n    \u2193\nParser\n    \u2193\nValidator\n    \u2193\nDeduplication\n    \u2193\nPostgreSQL\n    \u2193\nAnalytics\n    \u2193\nDashboard<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u67b6\u6784\u628a\u6bcf\u4e2a\u6a21\u5757\u62c6\u5f00\uff0c\u65b9\u4fbf\u7ef4\u62a4\u548c\u6269\u5c55\u3002\u8c03\u5ea6\u5668\u51b3\u5b9a\u4ec0\u4e48\u65f6\u5019\u8fd0\u884c\u4efb\u52a1\uff0cURL Discovery \u8d1f\u8d23\u53d1\u73b0\u623f\u6e90\uff0cTask Queue \u5206\u53d1\u4efb\u52a1\uff0cScraper Workers \u6267\u884c\u91c7\u96c6\uff0cColaProxy \u63d0\u4f9b\u4ee3\u7406\u7f51\u7edc\u5c42\uff0cParser \u63d0\u53d6\u5b57\u6bb5\uff0cValidator \u4fdd\u8bc1\u8d28\u91cf\uff0cDeduplication \u5904\u7406\u91cd\u590d\u8bb0\u5f55\uff0cPostgreSQL \u4fdd\u5b58\u6570\u636e\uff0cDashboard \u5c55\u793a\u5206\u6790\u7ed3\u679c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u89c1\u9519\u8bef<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u56e2\u961f\u4f1a\u72af\u7684\u7b2c\u4e00\u4e2a\u9519\u8bef\uff0c\u662f\u6bcf\u5929\u5168\u91cf\u91c7\u96c6\u6240\u6709\u6570\u636e\u3002\u8fd9\u4f1a\u6d6a\u8d39\u8d44\u6e90\uff0c\u4e5f\u589e\u52a0\u7cfb\u7edf\u538b\u529b\u3002\u66f4\u597d\u7684\u65b9\u5f0f\u662f\u4f7f\u7528\u5168\u91cf\u521d\u59cb\u5316\u52a0\u589e\u91cf\u66f4\u65b0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u4e2a\u9519\u8bef\u662f\u6ca1\u6709\u7a33\u5b9a\u7684\u623f\u6e90 ID \u7b56\u7565\u3002\u6ca1\u6709 ID\uff0c\u5c31\u5f88\u96be\u8ffd\u8e2a\u4ef7\u683c\u5386\u53f2\u3001\u5224\u65ad\u91cd\u65b0\u4e0a\u67b6\uff0c\u4e5f\u5f88\u96be\u505a\u53bb\u91cd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\u4e2a\u9519\u8bef\u662f\u8986\u76d6\u65e7\u4ef7\u683c\u3002\u8fd9\u6837\u4f1a\u4e22\u5931\u5e02\u573a\u53d8\u5316\u4fe1\u606f\uff0c\u5bfc\u81f4\u540e\u7eed\u65e0\u6cd5\u5206\u6790\u964d\u4ef7\u3001\u6da8\u4ef7\u548c\u4e0a\u67b6\u5468\u671f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u56db\u4e2a\u9519\u8bef\u662f\u7f3a\u5c11\u6570\u636e\u6821\u9a8c\u3002\u9519\u8bef\u4ef7\u683c\u3001\u9519\u8bef\u9762\u79ef\u548c\u9519\u8bef\u4f4d\u7f6e\u4e00\u65e6\u8fdb\u5165\u6570\u636e\u5e93\uff0c\u540e\u7eed\u5206\u6790\u5c31\u4f1a\u88ab\u6c61\u67d3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e94\u4e2a\u9519\u8bef\u662f\u628a\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u7528\u4e8e\u6240\u6709\u9875\u9762\u3002\u6d4f\u89c8\u5668\u91c7\u96c6\u6210\u672c\u66f4\u9ad8\uff0c\u4e0d\u9002\u5408\u6240\u6709\u573a\u666f\u3002\u5e94\u8be5\u628a Playwright \u6216 Selenium \u7528\u5728\u771f\u6b63\u9700\u8981\u6e32\u67d3\u548c\u4ea4\u4e92\u7684\u73af\u8282\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u516d\u4e2a\u9519\u8bef\u662f\u628a\u4ee3\u7406\u8f6e\u6362\u5f53\u6210\u552f\u4e00\u89e3\u51b3\u65b9\u6848\u3002\u4e8b\u5b9e\u4e0a\uff0c\u7a33\u5b9a\u7684\u6570\u636e\u7cfb\u7edf\u8fd8\u9700\u8981 Session \u7b56\u7565\u3001\u91cd\u8bd5\u673a\u5236\u3001\u6570\u636e\u9a8c\u8bc1\u3001\u589e\u91cf\u66f4\u65b0\u3001\u76d1\u63a7\u548c\u5408\u89c4\u5ba1\u67e5\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ColaProxy \u5982\u4f55\u652f\u6301\u623f\u5730\u4ea7\u6570\u636e Pipeline\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">ColaProxy \u53ef\u4ee5\u4f5c\u4e3a\u623f\u5730\u4ea7\u6570\u636e Pipeline \u4e2d\u7684\u7f51\u7edc\u8bbf\u95ee\u5c42\uff0c\u5e2e\u52a9\u56e2\u961f\u652f\u6301\u5730\u533a\u5316\u5e02\u573a\u7814\u7a76\u3001\u5206\u5e03\u5f0f\u4efb\u52a1\u6267\u884c\u548c\u7a33\u5b9a\u4f1a\u8bdd\u7ba1\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u9700\u8981\u91c7\u96c6\u4e0d\u540c\u5730\u533a\u5e02\u573a\u6570\u636e\u7684\u56e2\u961f\uff0cColaProxy \u7684\u4f4f\u5b85\u4ee3\u7406\u53ef\u4ee5\u5e2e\u52a9\u6a21\u62df\u4e0d\u540c\u56fd\u5bb6\u548c\u5730\u533a\u7684\u8bbf\u95ee\u73af\u5883\u3002\u5bf9\u4e8e\u5927\u91cf\u72ec\u7acb\u9875\u9762\u4efb\u52a1\uff0c\u8f6e\u6362\u4f1a\u8bdd\u53ef\u4ee5\u63d0\u9ad8\u4efb\u52a1\u5206\u53d1\u80fd\u529b\u3002\u5bf9\u4e8e\u9700\u8981\u77ed\u65f6\u95f4\u4fdd\u6301\u8bbf\u95ee\u8fde\u7eed\u6027\u7684\u6d41\u7a0b\uff0c\u7c98\u6027\u4f1a\u8bdd\u53ef\u4ee5\u5e2e\u52a9\u7ef4\u6301 Session \u4e00\u81f4\u6027\u3002\u5bf9\u4e8e\u6388\u6743\u73af\u5883\u4e0b\u7684\u957f\u671f\u7a33\u5b9a\u4efb\u52a1\uff0c\u9759\u6001 ISP \u4ee3\u7406\u53ef\u4ee5\u63d0\u4f9b\u66f4\u7a33\u5b9a\u7684\u7f51\u7edc\u8eab\u4efd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ColaProxy \u652f\u6301 HTTP\u3001HTTPS \u548c SOCKS5 \u534f\u8bae\uff0c\u53ef\u4ee5\u4e0e Python Requests\u3001Scrapy\u3001Playwright\u3001Selenium\u3001Puppeteer \u7b49\u5e38\u89c1\u6570\u636e\u91c7\u96c6\u548c\u81ea\u52a8\u5316\u5de5\u5177\u96c6\u6210\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u5f3a\u8c03\u7684\u662f\uff0c\u4ee3\u7406\u53ea\u662f Pipeline \u7684\u4e00\u5c42\u3002\u771f\u6b63\u53ef\u9760\u7684\u623f\u5730\u4ea7\u6570\u636e\u7cfb\u7edf\uff0c\u5fc5\u987b\u540c\u65f6\u8bbe\u8ba1\u4efb\u52a1\u8c03\u5ea6\u3001\u6570\u636e\u89e3\u6790\u3001\u6e05\u6d17\u6807\u51c6\u3001\u53bb\u91cd\u89c4\u5219\u3001\u5386\u53f2\u8bb0\u5f55\u3001\u6570\u636e\u5e93\u7ed3\u6784\u548c\u76d1\u63a7\u6307\u6807\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ec0\u4e48\u662f\u623f\u5730\u4ea7\u6570\u636e Pipeline\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u623f\u5730\u4ea7\u6570\u636e Pipeline 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class=\"wp-block-heading\">\u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u4fdd\u5b58\u6700\u65b0\u4ef7\u683c\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u53ea\u4fdd\u5b58\u6700\u65b0\u4ef7\u683c\uff0c\u5c31\u65e0\u6cd5\u5206\u6790\u4ef7\u683c\u53d8\u5316\u3002\u4fdd\u5b58\u5386\u53f2\u4ef7\u683c\u53ef\u4ee5\u5e2e\u52a9\u56e2\u961f\u4e86\u89e3\u964d\u4ef7\u8d8b\u52bf\u3001\u4e0a\u67b6\u65f6\u957f\u3001\u5e02\u573a\u6ce2\u52a8\u548c\u5356\u65b9\u7b56\u7565\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u623f\u5730\u4ea7\u6570\u636e\u4e3a\u4ec0\u4e48\u9700\u8981\u53bb\u91cd\uff1f<\/h3>\n\n\n\n<p 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