{"id":67698,"date":"2025-11-27T10:16:09","date_gmt":"2025-11-27T02:16:09","guid":{"rendered":"https:\/\/www.dataplugs.com\/best-programming-languages-for-web-crawling-in-2026\/"},"modified":"2025-11-27T10:20:44","modified_gmt":"2025-11-27T02:20:44","slug":"best-programming-languages-for-web-crawling-in-2026","status":"publish","type":"post","link":"https:\/\/www.dataplugs.com\/tc\/best-programming-languages-for-web-crawling-in-2026\/","title":{"rendered":"2026\u5e74\u6700\u4f73\u7db2\u7d61\u722c\u87f2\u7a0b\u5f0f\u8a9e\u8a00"},"content":{"rendered":"<p>\u96a8\u8457\u6578\u64da\u6210\u70ba\u4f01\u696d\u6c7a\u7b56\u8207\u5275\u65b0\u7684\u5f15\u64ce\uff0cWeb Crawling\uff08\u7db2\u7d61\u722c\u87f2\uff09\u5df2\u6210\u70ba\u81ea\u52d5\u5316\u8cc7\u8a0a\u8490\u96c6\u4e0d\u53ef\u6216\u7f3a\u7684\u6280\u8853\u6838\u5fc3\u3002\u7121\u8ad6\u662f\u641c\u5c0b\u5f15\u64ce\u3001\u50f9\u683c\u76e3\u6e2c\u3001\u7af6\u722d\u60c5\u5831\u9084\u662f\u5408\u898f\u7a3d\u6838\uff0c\u958b\u767c\u9ad8\u6548\u3001\u53ef\u64f4\u5c55\u4e14\u80fd\u61c9\u5c0d\u52d5\u614b\u7db2\u9801\u7684\u722c\u87f2\u7cfb\u7d71\uff0c\u9078\u64c7\u5408\u9069\u7684\u958b\u767c\u8a9e\u8a00\u5c24\u70ba\u95dc\u9375\u30022026 \u5e74\uff0cWeb Crawling \u8a9e\u8a00\u53ca\u5176\u751f\u614b\u5df2\u9032\u5316\u81f3\u65b0\u9ad8\u5ea6\uff0c\u672c\u6587\u5c07\u5168\u9762\u5256\u6790\u4e3b\u6d41\u9078\u64c7\uff0c\u6df1\u5165\u6bd4\u8f03\u5be6\u6230\u61c9\u7528\uff0c\u4e26\u63a2\u8a0e\u5c08\u696d\u57fa\u790e\u8a2d\u65bd\u5982\u4f55\u652f\u6490\u9ad8\u6548\u722c\u87f2\u90e8\u7f72\u3002<\/p>\n<h2><strong>Web Crawling \u662f\u4ec0\u9ebc\uff1f\u6838\u5fc3\u904b\u4f5c\u6a5f\u5236\u89e3\u6790<\/strong><\/h2>\n<p>Web Crawling \u5373\u81ea\u52d5\u5316\u7a0b\u5f0f\u6839\u64da\u9810\u8a2d\u898f\u5247\uff0c\u905e\u8ff4\u700f\u89bd\u7db2\u7ad9\u3001\u767c\u73fe\u4e26\u8490\u96c6\u5927\u91cf\u7db2\u9801\u5167\u5bb9\u3002\u722c\u87f2\u5f9e\u4e00\u7d44\u521d\u59cb\u7a2e\u5b50\u7db2\u5740\u51fa\u767c\uff0c\u64f7\u53d6\u9801\u9762\u3001\u89e3\u6790\u5167\u5bb9\u3001\u8ffd\u8e64\u65b0\u9023\u7d50\uff0c\u4e0d\u65b7\u64f4\u5c55\u6293\u53d6\u7bc4\u570d\uff0c\u6700\u7d42\u69cb\u5efa\u51fa\u7db2\u7ad9\u7d50\u69cb\u6216\u8de8\u7ad9\u8cc7\u6599\u96c6\u3002\u9019\u4e00\u904e\u7a0b\u662f\u641c\u5c0b\u5f15\u64ce\u7d22\u5f15\u3001SEO \u5206\u6790\u3001\u5373\u6642\u5e02\u5834\u7814\u7a76\u80cc\u5f8c\u7684\u6280\u8853\u652f\u67f1\u3002<\/p>\n<p>\u96a8\u8457\u7db2\u9801\u65e5\u76ca\u52d5\u614b\u3001API \u76db\u884c\u3001\u53cd\u722c\u7b56\u7565\u4e0d\u65b7\u9032\u5316\uff0c\u9078\u64c7\u5408\u9069\u8a9e\u8a00\u8207\u6280\u8853\u68e7\uff0c\u5c07\u76f4\u63a5\u5f71\u97ff\u722c\u87f2\u7684\u7a69\u5b9a\u6027\u3001\u53ef\u7dad\u8b77\u6027\u8207\u64f4\u5c55\u6f5b\u529b\u3002<\/p>\n<h2><strong>Web Crawling vs Web Scraping\uff1a\u529f\u80fd\u5b9a\u4f4d\u8207\u5340\u5225<\/strong><\/h2>\n<p>Web Crawling \u8457\u91cd\u65bc\u81ea\u52d5\u767c\u73fe\u8207\u6536\u96c6\u7db2\u9801\u3001\u5efa\u7acb\u7db2\u5740\u5730\u5716\uff1bWeb Scraping \u5247\u8457\u91cd\u65bc\u5f9e\u5df2\u53d6\u5f97\u9801\u9762\u4e2d\u8403\u53d6\u7279\u5b9a\u7d50\u69cb\u5316\u8cc7\u6599\uff08\u5982\u50f9\u683c\u3001\u6a19\u984c\u3001\u5546\u54c1\u8cc7\u8a0a\uff09\u3002\u5927\u90e8\u5206\u4f01\u696d\u7d1a\u6578\u64da\u7ba1\u9053\u6703\u7d50\u5408\u5169\u8005\uff1a\u5148\u7528\u722c\u87f2\u6293\u53d6\u5927\u91cf\u9801\u9762\uff0c\u518d\u7528 Scraper \u89e3\u6790\u4e26\u7d50\u69cb\u5316\u6240\u9700\u8cc7\u8a0a\u3002\u6e05\u695a\u5340\u5206\u9019\u5169\u500b\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6709\u52a9\u65bc\u6253\u9020\u6a21\u7d44\u5316\u3001\u53ef\u6301\u7e8c\u64f4\u5145\u7684\u6578\u64da\u5e73\u53f0\u3002<\/p>\n<h2><strong>\u4e3b\u6d41 Crawling \u8a9e\u8a00\u5be6\u6230\u6bd4\u8f03\u8207\u61c9\u7528\u6d1e\u898b<\/strong><\/h2>\n<h3><em>Python<\/em><\/h3>\n<p>Python \u5728\u722c\u87f2\u958b\u767c\u9818\u57df\u9577\u671f\u7a69\u5c45\u4e3b\u6d41\uff0c\u539f\u56e0\u5728\u65bc\u5176\u8a9e\u6cd5\u7c21\u6f54\u3001\u5b78\u7fd2\u66f2\u7dda\u5e73\u7de9\u8207\u8c50\u5bcc\u7684\u751f\u614b\u7cfb\u3002\u5be6\u969b\u61c9\u7528\u4e0a\uff0cScrapy \u6846\u67b6\u5177\u5099\u975e\u540c\u6b65\u3001\u4e8b\u4ef6\u9a45\u52d5\u67b6\u69cb\uff0c\u80fd\u9ad8\u6548\u7ba1\u7406\u5206\u6563\u5f0f URL \u4f47\u5217\u8207\u8cc7\u6599\u7ba1\u9053\uff0c\u652f\u63f4 XPath\/CSS \u7cbe\u6e96\u9078\u53d6\u8207\u81ea\u8a02\u4e2d\u4ecb\u5c64\u3002\u5927\u578b\u751f\u7522\u74b0\u5883\u5e38\u898b\u7d50\u5408 Redis\u3001RabbitMQ \u505a\u5206\u6563\u5f0f\u4efb\u52d9\u5354\u8abf\uff0c\u8cc7\u6599\u5b58\u53d6\u53ef\u4e32\u63a5 PostgreSQL\/MongoDB \u7b49\u591a\u7a2e\u5132\u5b58\u3002\u91dd\u5c0d JS \u52d5\u614b\u7db2\u9801\uff0cPython \u53ef\u642d\u914d Selenium \u6216 Playwright \u63a7\u5236\u7121\u982d\u700f\u89bd\u5668\uff0c\u5be6\u73fe\u5b8c\u6574\u6e32\u67d3\u8207\u8cc7\u6599\u8403\u53d6\u3002\u932f\u8aa4\u91cd\u8a66\u3001\u6d41\u91cf\u7ba1\u63a7\u3001\u4ee3\u7406\u6c60\u7b49\u6a5f\u5236\u7686\u53ef\u5728 Scrapy \u5167\u90e8\u5be6\u73fe\u3002Python \u4e0d\u50c5\u9069\u5408\u5feb\u901f\u539f\u578b\u958b\u767c\uff0c\u66f4\u80fd\u652f\u63f4\u5927\u898f\u6a21\u90e8\u7f72\u3002<\/p>\n<h3><em>Java<\/em><\/h3>\n<p>Java \u5728\u4f01\u696d\u7d1a\u3001\u9577\u6642\u904b\u884c\u7684\u722c\u87f2\u5c08\u6848\u6975\u5177\u7af6\u722d\u529b\u3002Apache Nutch \u900f\u904e Hadoop \u67b6\u69cb\u53ef\u5927\u91cf\u5206\u6563\u5f0f\u722c\u884c\uff0c\u652f\u63f4\u81ea\u8a02 URL \u904e\u6ffe\u3001\u9023\u7d50\u5206\u6790\u3001\u5be6\u6642\u91cd\u8907\u8cc7\u6599\u6392\u9664\u3002Jsoup \u63d0\u4f9b\u9ad8\u6548 HTML \u89e3\u6790\u8207 CSS Selector \u64cd\u4f5c\uff0c\u9069\u5408\u8907\u96dc DOM \u7d50\u69cb\u8655\u7406\u3002\u751f\u7522\u5be6\u52d9\u4e0a\uff0cJava \u5e38\u7528 ThreadPool \u7ba1\u7406\u591a\u7dda\u7a0b URL \u6293\u53d6\uff0c\u4ea6\u80fd\u6574\u5408\u4f01\u696d\u8a8d\u8b49\uff08\u5982 SSO\uff09\u722c\u53d6\u53d7\u4fdd\u8b77\u5167\u5bb9\u3002JVM \u76e3\u63a7\u5de5\u5177\u5354\u52a9\u5206\u6790\u6548\u80fd\u74f6\u9838\uff0c\u8a18\u61b6\u9ad4\u7ba1\u7406\u4f73\uff0c\u9069\u5408\u9700\u9ad8\u7a69\u5b9a\u3001\u9ad8\u541e\u5410\u4e14\u6574\u5408\u820a\u6709\u7cfb\u7d71\u7684\u60c5\u5883\u3002<\/p>\n<h3><em>JavaScript\uff08Node.js\uff09<\/em><\/h3>\n<p>Node.js \u7279\u5225\u9069\u5408\u73fe\u4ee3 SPA\u3001JS \u52d5\u614b\u7db2\u9801\u7684\u722c\u884c\u9700\u6c42\u3002Puppeteer\u3001Playwright \u53ef\u7121\u7e2b\u81ea\u52d5\u5316\u700f\u89bd\u5668\uff0c\u6a21\u64ec\u7528\u6236\u4e92\u52d5\u3001\u7b49\u5f85 AJAX \u8f09\u5165\u3001\u8403\u53d6\u6e32\u67d3\u5f8c\u7684 DOM\u3002\u5be6\u52d9\u5be6\u73fe\u4e0a\uff0c\u958b\u767c\u4eba\u54e1\u5e38\u4ee5 async\/await \u63a7\u5236\u6578\u5343\u500b\u4e26\u767c\u9023\u7dda\uff0c\u4f47\u5217\u7ba1\u7406\u53ef\u4ea4\u7531 Bull\u3001Kue \u7b49\u6a21\u7d44\u5354\u8abf\u3002\u975c\u614b\u9801\u9762\u5247\u53ef\u7528 Cheerio \u5feb\u901f\u89e3\u6790\u3002Node.js \u722c\u87f2\u9069\u5408 Docker \u5bb9\u5668\u5316\u90e8\u7f72\uff0c\u6613\u65bc\u5f48\u6027\u64f4\u5145\u3002\u5c0d\u65bc\u9700\u983b\u7e41\u61c9\u5c0d\u7db2\u9801\u7d50\u69cb\u8b8a\u5316\u3001\u52d5\u614b\u5167\u5bb9\u7e41\u591a\u7684\u5c08\u6848\uff0cNode.js \u5c55\u73fe\u9ad8\u5ea6\u9069\u61c9\u529b\u3002<\/p>\n<h3><em>Go\uff08Golang\uff09<\/em><\/h3>\n<p>Go \u8fd1\u5e74\u5728\u9ad8\u4e26\u767c\u5206\u6563\u5f0f\u722c\u87f2\u9818\u57df\u7570\u8ecd\u7a81\u8d77\u3002Goroutine \u8f15\u91cf\u7d1a\u7dda\u7a0b\u53ef\u540c\u6642\u8655\u7406\u6210\u5343\u4e0a\u842c\u500b URL\uff0cChannel \u6a5f\u5236\u8b93\u722c\u884c\u3001\u89e3\u6790\u3001\u5132\u5b58\u4e09\u8005\u5354\u4f5c\u6d41\u66a2\u3002Colly \u6846\u67b6\u652f\u63f4\u4ee3\u7406\u6c60\u3001Cookie \u7ba1\u7406\u3001\u91cd\u8a66\u6a5f\u5236\uff0c\u6613\u65bc\u4e32\u63a5\u4e2d\u4ecb\u8edf\u4ef6\u3002\u5206\u6563\u5f0f\u90e8\u7f72\u5e38\u898b\u7d50\u5408 NATS\u3001Kafka \u7b49\u8a0a\u606f\u4f47\u5217\u7ba1\u7406\u8ca0\u8f09\u3002Go \u7de8\u8b6f\u5f8c\u7684\u57f7\u884c\u6a94\u9ad4\u7a4d\u5c0f\u3001\u6548\u80fd\u9ad8\uff0c\u90e8\u7f72\u5728\u96f2\u7aef\u6216\u5fae\u670d\u52d9\u67b6\u69cb\u5c24\u70ba\u4fbf\u5229\u3002\u975c\u614b\u578b\u5225\u8a2d\u8a08\u4ea6\u6709\u52a9\u65bc\u958b\u767c\u671f\u932f\u8aa4\u63d0\u524d\u6aa2\u67e5\uff0c\u9069\u5408\u5f37\u8abf\u4f4e\u5ef6\u9072\u8207\u9ad8\u53ef\u9810\u6e2c\u6027\u7684\u61c9\u7528\u3002<\/p>\n<h3><em>Ruby<\/em><\/h3>\n<p>Ruby \u4ee5 Nokogiri\uff08HTML\/XML \u89e3\u6790\uff09\u3001Mechanize\uff08Session \u7ba1\u7406\uff09\u7b49 gem \u8457\u7a31\uff0c\u9069\u5408\u91cd\u8996\u7a0b\u5f0f\u53ef\u8b80\u6027\u8207\u5feb\u901f\u958b\u767c\u7684\u5834\u666f\u3002\u5be6\u969b\u64cd\u4f5c\u4e2d\u5e38\u7528 Mechanize \u8655\u7406\u767b\u5165\u3001Cookie\u3001\u700f\u89bd\u908f\u8f2f\uff0cNokogiri \u8ca0\u8cac\u6a19\u7c64\u9078\u53d6\u8207\u8cc7\u6599\u62bd\u53d6\u3002Ruby \u7684\u300c\u6163\u4f8b\u5927\u65bc\u8a2d\u5b9a\u300d\u7cbe\u795e\uff0c\u4f7f\u722c\u87f2\u8173\u672c\u7c21\u6f54\u6613\u7dad\u8b77\uff0c\u5c24\u5176\u9069\u5408\u5c08\u6848\u983b\u7e41\u8b8a\u52d5\u3001\u5c0f\u578b\u6578\u64da\u8490\u96c6\u4efb\u52d9\u3002\u96d6\u7136\u4e0d\u5982 Java\u3001Go \u9069\u5408\u5927\u898f\u6a21\u5206\u6563\u5f0f\u722c\u884c\uff0c\u4f46\u5c0d\u65bc\u5f37\u8abf\u958b\u767c\u6548\u7387\u7684\u5718\u968a\u4ecd\u5177\u5438\u5f15\u529b\u3002<\/p>\n<h3><em>PHP \u8207 C++<\/em><\/h3>\n<p>PHP \u9069\u7528\u65bc\u9700\u8207\u65e2\u6709 PHP \u61c9\u7528\u6574\u5408\u7684\u7c21\u6613\u722c\u87f2\uff0cGuzzle\u3001Symfony DomCrawler \u7b49\u51fd\u5f0f\u5eab\u53ef\u5feb\u901f\u5be6\u73fe HTTP \u8acb\u6c42\u8207\u5167\u5bb9\u89e3\u6790\u3002\u4f46\u7531\u65bc\u7f3a\u4e4f\u539f\u751f\u591a\u7dda\u7a0b\u8207 async \u652f\u63f4\uff0c\u4e0d\u9069\u5408\u9ad8\u4e26\u767c\u4efb\u52d9\u3002C++ 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