{"id":779,"date":"2020-05-28T16:28:39","date_gmt":"2020-05-28T08:28:39","guid":{"rendered":"https:\/\/artificialintelligencepro.com.tw\/?p=779"},"modified":"2020-06-01T20:53:02","modified_gmt":"2020-06-01T12:53:02","slug":"python-web-scraping","status":"publish","type":"post","link":"https:\/\/artificialintelligencepro.com.tw\/python-web-scraping\/","title":{"rendered":"\u4ec0\u9ebc\u662fPython\u722c\u87f2?\u6559\u4f60\u8f15\u9b06\u722c\u53d6\u6b4c\u8a5e\u7db2\u7ad9"},"content":{"rendered":"<h4><\/h4>\n<h4><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u4f55\u8f15\u9b06\u5730\u5728\u7db2\u8def\u4e0a\u8490\u96c6\u4f60\u60f3\u8981\u7684\u8cc7\u6599?<\/span><\/h4>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft 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href=\"https:\/\/artificialintelligencepro.com.tw\/python-web-scraping\/#%E4%BD%A0%E4%BA%86%E8%A7%A3%E7%88%AC%E8%9F%B2%E7%9A%84%E7%A7%98%E5%AF%86%E4%BA%86%E5%97%8E\" title=\"\u4f60\u4e86\u89e3\u722c\u87f2\u7684\u79d8\u5bc6\u4e86\u55ce?\">\u4f60\u4e86\u89e3\u722c\u87f2\u7684\u79d8\u5bc6\u4e86\u55ce?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Python%E7%88%AC%E8%9F%B2%E5%9F%BA%E6%9C%AC%E6%A6%82%E5%BF%B5\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">Python\u722c\u87f2\u57fa\u672c\u6982\u5ff5<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%B2%92%E6%9C%89%E9%80%9A%E7%94%A8%E7%9A%84%E7%88%AC%E8%9F%B2%E7%A8%8B%E5%BC%8F%EF%BC%8C%E5%8F%AA%E6%9C%89%E9%80%9A%E7%94%A8%E7%9A%84%E7%88%AC%E8%9F%B2%E6%9E%B6%E6%A7%8B\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6c92\u6709\u901a\u7528\u7684\u722c\u87f2\u7a0b\u5f0f\uff0c\u53ea\u6709\u901a\u7528\u7684\u722c\u87f2\u67b6\u69cb<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5728\u4e86\u89e3\u722c\u87f2\u4e4b\u524d\uff0c\u8acb\u5148\u5efa\u7acb\u4e00\u500b\u57fa\u672c\u6982\u5ff5\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u90a3\u5c31\u662f<strong>\u722c\u87f2\u7a0b\u5f0f\u662f\u9700\u8981\u5ba2\u88fd\u5316\u7684<\/strong>\uff0c\u6bcf\u96bb\u722c\u87f2\u90fd\u4e0d\u76e1\u76f8\u540c\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u67d0\u500b\u7db2\u7ad9\u7684\u722c\u87f2\u80fd\u89e3\u6c7a\u7684\u554f\u984c\u4e0d\u4e00\u5b9a\u9069\u7528\u65bc\u5176\u4ed6\u7db2\u7ad9\u7684\u722c\u87f2\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\u61c9\u8a72\u8981\u628a\u91cd\u5fc3\u653e\u5728\u5b78\u6703\u722c\u87f2\u7684\u7cbe\u9ad3\uff0c\u9019\u6a23\u624d\u80fd\u8209\u4e00\u53cd\u4e09\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7562\u7adf\u6bcf\u500b\u7db2\u7ad9\u5b58\u653e\u8cc7\u6599\u7684\u4f4d\u7f6e\u3001\u65b9\u5f0f\u90fd\u4e0d\u4e00\u6a23\uff0c\u751a\u81f3\u5982\u679c\u7db2\u7ad9\u6709\u4e00\u4e9b\u66f4\u52d5\u722c\u87f2\u4e5f\u53ef\u80fd\u5931\u6548\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\uff0c\u5927\u591a\u7684\u60c5\u6cc1\u90fd\u53ea\u80fd\u4f9d\u7167\u8a72\u7db2\u7ad9\u7684\u683c\u5f0f\u81ea\u5df1\u523b\u4e00\u500b\u722c\u87f2\u51fa\u4f86\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%81%A9%E9%87%8F%E4%BD%BF%E7%94%A8%EF%BC%8C%E9%81%BF%E5%85%8D%E8%A2%AB%E5%88%97%E5%85%A5%E9%BB%91%E5%90%8D%E5%96%AE\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9069\u91cf\u4f7f\u7528\uff0c\u907f\u514d\u88ab\u5217\u5165\u9ed1\u540d\u55ae<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u722c\u87f2\u662f\u4e00\u500b\u4f4d\u65bc\u7070\u8272\u5730\u5e36\u7684\u5b58\u5728\uff0c\u7562\u7adf\u662f\u514d\u8cbb\u7372\u53d6\u5225\u4eba\u8f9b\u82e6\u6574\u7406\u597d\u7684\u8cc7\u6599\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5728\u4f7f\u7528\u4e0a\u5c31\u61c9\u8a72\u4f4e\u8abf\u3001\u914c\u91cf\u4f7f\u7528\uff0c\u4e0d\u8981\u8b93\u722c\u87f2\u7a0b\u5f0f\u7121\u6b62\u5883\u5730\u5c0d\u7db2\u7ad9\u767c\u51fa\u8acb\u6c42\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5426\u5247\u73fe\u5728\u5f88\u591a\u7db2\u7ad9\u90fd\u6709\u53cd\u722c\u87f2\u6a5f\u5236\uff0c\u6709\u4e9b\u5f37\u5ea6\u9ad8\u7684\u6703\u76f4\u63a5\u5c01\u9396\u4f60\u7684\u7db2\u8defIP\u3001\u5217\u5165\u9ed1\u540d\u55ae\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6709\u4e9b\u751a\u81f3\u662f\u6c38\u4e45\u5c01\u9396\uff0c\u6240\u4ee5\u96d6\u7136\u722c\u87f2\u722c\u53d6\u7684\u901f\u5ea6\u53ef\u4ee5\u975e\u5e38\u5feb\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f46\u4e5f\u4e0d\u8981\u4e00\u6b21\u722c\u592a\u591a\uff0c<strong>\u8981\u8a2d\u7f6e\u4f11\u606f\u6642\u9593\u8b93\u7db2\u7ad9\u4f11\u606f<\/strong>\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%A7%80%E5%AF%9F%E5%9B%BA%E5%AE%9A%E8%A6%8F%E5%BE%8B\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u89c0\u5bdf\u56fa\u5b9a\u898f\u5f8b<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u88fd\u4f5c\u722c\u87f2\u6700\u95dc\u9375\u7684\u90e8\u5206\u5c31\u662f<strong><span style=\"color: #ff0000;\">\u7db2\u7ad9\u5b58\u653e\u8cc7\u8a0a\u7684\u65b9\u5f0f\u8981\u6709\u898f\u5247\u53ef\u5faa<\/span><\/strong>\uff0c\u800c\u4e14\u76e1\u91cf\u8981\u6c92\u6709\u96e3\u4ee5\u89c0\u5bdf\u5230\u7684\u4f8b\u5916\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\u57f9\u990a\u654f\u92b3\u7684\u89c0\u5bdf\u80fd\u529b\u662f\u5f88\u91cd\u8981\u7684\uff0c\u5728\u63a2\u7d22\u898f\u5247\u6642\u4e0d\u514d\u8981<strong>Get your hands dirty!<\/strong><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u8a66\u8457\u554f\u81ea\u5df1\u4f60\u60f3\u8981\u62ff\u7684\u8cc7\u8a0a\u80fd\u5426\u85c9\u7531\u4e00\u4e9b\u56fa\u5b9a\u7684\u8a9e\u6cd5\u3001\u898f\u5247\u7372\u53d6\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6700\u5f8c\u6700\u91cd\u8981\u7684\u5c31\u662f\u6e2c\u8a66\u770b\u770b\u6709\u6c92\u6709\u4ec0\u9ebc\u6f0f\u6389\u7684\u4f8b\u5916\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Python%E7%88%AC%E8%9F%B2%E9%87%8D%E8%A6%81%E5%A5%97%E4%BB%B6\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">Python\u722c\u87f2\u91cd\u8981\u5957\u4ef6<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-782 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/re_bs.png\" alt=\"Python\u722c\u87f2\u5957\u4ef6\" width=\"697\" height=\"334\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/re_bs.png 697w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/re_bs-300x144.png 300w\" sizes=\"(max-width: 697px) 100vw, 697px\" title=\"\"><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Requests\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">Requests<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u662fPython\u722c\u87f2\u754c\u6700\u7c21\u55ae\u6613\u61c2\u4e5f\u6700\u6709\u540d\u7684\u5957\u4ef6\u4e4b\u4e00\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u57fa\u672c\u4e0a\u5927\u90e8\u5206\u7684\u722c\u87f2\u529f\u80fd\u90fd\u80fd\u5728\u9019\u500b\u5957\u4ef6\u88ab\u4e00\u6b21\u6eff\u8db3\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5b83\u7684\u4e3b\u8981\u529f\u80fd\u662f<strong>HTTP\u8acb\u6c42<\/strong>\uff0c\u53ef\u4ee5\u4ee3\u66ff\u4eba\u624b\u52d5\u9032\u5165\u7db2\u9801\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9084\u6c92\u6709\u5b89\u88dd\u904e\u7684\u4eba\u53ef\u4ee5\u5148\u5728cmd\u74b0\u5883\u5167\u8f38\u5165\u4ee5\u4e0b\u5b89\u88dd\u6307\u4ee4\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">pip install requests<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"BeautifulSoup\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">BeautifulSoup<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u500b\u5957\u4ef6\u662frequests\u7684\u597d\u642d\u6a94\uff0c\u7d93\u5e38\u6703\u770b\u5230\u5b83\u5011\u4e00\u8d77\u51fa\u73fe\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u57fa\u672c\u4e0a\u5b83\u5011\u5169\u500b\u806f\u624b\u8d77\u4f86\u5c31\u80fd\u5b8c\u6210\u8a31\u591a\u722c\u87f2\u5de5\u4f5c\u4e86\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5b83\u7684\u4e3b\u8981\u529f\u80fd\u662f<strong>\u89e3\u6790HTML<\/strong>\uff0c\u5c07\u8acb\u6c42\u5230\u7684\u7db2\u9801\u8f49\u6210HTML\u4ee5\u5229\u722c\u53d6\u6211\u5011\u611f\u8208\u8da3\u7684\u8cc7\u8a0a\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9084\u6c92\u6709\u5b89\u88dd\u904e\u7684\u4eba\u53ef\u4ee5\u5148\u5728cmd\u74b0\u5883\u5167\u8f38\u5165\u4ee5\u4e0b\u5b89\u88dd\u6307\u4ee4\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">pip<\/span><span style=\"font-weight: 400;\">\u00a0install bs4<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"time\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">time<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u500b\u5957\u4ef6\u4e0d\u662f\u5fc5\u9700\u54c1\uff0c\u56e0\u70ba\u5b83\u7684\u5b58\u5728\u662f\u6e90\u65bc\u6015\u88ab\u7db2\u7ad9\u5c01\u9396\u7684\u6050\u61fc\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u4f60\u8981\u722c\u7684\u7db2\u7ad9\u5b8c\u5168\u4e0d\u6703\u64cb\u4eba\u7684\u8a71\uff0c\u5c31\u4e0d\u9700\u8981\u4f7f\u7528\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5b83\u7684\u529f\u80fd\u5728\u65bc\u8b93\u6211\u5011\u7684\u722c\u87f2\u7a0b\u5f0f\u6bcf\u722c\u5b8c\u4e00\u90e8\u4efd\u5c31\u4f11\u606f\u4e00\u4e0b (\u4f11\u606f\u6642\u9593\u53ef\u4ee5\u4f9d\u7db2\u7ad9\u60c5\u6cc1\u81ea\u8a02)\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u9ebc\u4e00\u4f86\uff0c\u7db2\u7ad9\u5c31\u6703\u8a8d\u70ba\u6211\u5011\u7684\u722c\u87f2\u7a0b\u5f0f\u8868\u73fe\u5f97\u50cf\u4eba\u985e\uff0c\u540c\u6642\u4e5f\u6e1b\u8f15\u4e86\u7db2\u7ad9\u7684\u8ca0\u64d4\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"random\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">random<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u500b\u5957\u4ef6\u4e0d\u662f\u5fc5\u9700\u54c1\uff0c\u56e0\u70ba\u5b83\u7684\u5b58\u5728\u662f\u6e90\u65bc\u6015\u88ab\u7db2\u7ad9\u5c01\u9396\u7684\u6050\u61fc\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u4f60\u8981\u722c\u7684\u7db2\u7ad9\u5b8c\u5168\u4e0d\u6703\u64cb\u4eba\u7684\u8a71\uff0c\u5c31\u4e0d\u9700\u8981\u4f7f\u7528\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5b83\u7684\u529f\u80fd\u5728\u65bc\u96a8\u6a5f\u751f\u6210\u7279\u5b9a\u7bc4\u570d\u7684\u6578\u5b57\u4f5c\u70ba\u722c\u87f2\u7a0b\u5f0f\u4e0d\u56fa\u5b9a\u7684\u4f11\u606f\u6642\u9593\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u548ctime\u4e00\u8d77\u4f7f\u7528\u7684\u8a71\uff0c\u7db2\u7ad9\u5c31\u6703\u8a8d\u70ba\u6211\u5011\u7684\u722c\u87f2\u7a0b\u5f0f\u8868\u73fe\u5f97\u66f4\u50cf\u4eba\u985e\uff0c\u540c\u6642\u4e5f\u6e1b\u8f15\u4e86\u7db2\u7ad9\u7684\u8ca0\u64d4\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Python%E7%88%AC%E8%9F%B2%E9%87%8D%E8%A6%81%E9%9B%B6%E4%BB%B6\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">Python\u722c\u87f2\u91cd\u8981\u96f6\u4ef6<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"header\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">header<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u662f\u722c\u87f2\u7684\u5fc5\u5099\u96f6\u4ef6\uff0c\u539f\u56e0\u662f\u5b83\u53ef\u4ee5\u5e6b\u52a9\u6211\u5011\u7684\u722c\u87f2\u7a0b\u5f0f\u507d\u88dd\u6210\u700f\u89bd\u5668\u8a2a\u554f\u81f3\u8a72\u7db2\u9801\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u6c92\u6709\u5b83\u7684\u8a71\uff0c\u88ab\u6211\u5011\u722c\u53d6\u7684\u7db2\u7ad9\u5f88\u5bb9\u6613\u5c31\u6703\u767c\u73fe\u6709\u722c\u87f2\u4f86\u722c\u5b83\u7684\u6771\u897f\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\u5c31\u5f88\u5bb9\u6613\u88ab\u7db2\u7ad9\u5c01\u9396\u3001\u62d2\u7d55\u8a2a\u554f\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u908a\u4ecb\u7d39\u4e00\u500b\u6700\u5e38\u898b\u7684header\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">User-Agent:Mozilla\/5.0 (Macintosh; Intel Mac OS X 10_12_3) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/56.0.2924.87 Safari\/537.36<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5176\u5be6\u9084\u6709\u5f88\u591a\u7a2e\uff0c\u4e0d\u904e\u53ea\u8981\u4f7f\u7528\u9019\u500b\u57fa\u672c\u5c31\u6c92\u4ec0\u9ebc\u554f\u984c\u4e86\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"tdqm_notebook\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">tdqm_notebook<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u96d6\u7136\u4e0d\u662f\u722c\u87f2\u7684\u5fc5\u5099\u96f6\u4ef6\uff0c\u4f46\u662f\u6211\u731c\u4f60\u4e0d\u6703\u60f3\u932f\u904e\u5b83\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5b83\u53ef\u4ee5\u5e6b\u52a9\u6211\u5011\u8a08\u6642<strong>\uff0c\u4ee5\u9032\u5ea6\u689d\u96a8\u6642\u66f4\u65b0\u7684\u65b9\u5f0f\u5448\u73fe\uff0c\u8b93<\/strong>\u4f60\u8f15\u9b06\u638c\u63e1\u76ee\u524d\u722c\u87f2\u72c0\u6cc1\u3001\u4f30\u7b97\u6642\u9593\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u6c92\u6709\u5b83\u7684\u8a71\uff0c\u6211\u5011\u5c31\u53ea\u6703\u770b\u5230\u6211\u5011\u7684python\u722c\u87f2\u7a0b\u5f0f\u6709\u5728\u8dd1\uff0c\u4f46\u5b8c\u5168\u4e0d\u77e5\u9053\u9084\u8981\u8dd1\u591a\u4e45\u3001\u73fe\u5728\u8dd1\u5230\u54ea\u88e1\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\uff0c\u9084\u6c92\u6709\u5b89\u88dd\u904e\u7684\u4eba\u8d95\u5feb\u5728cmd\u74b0\u5883\u5167\u8f38\u5165\u4ee5\u4e0b\u6307\u4ee4\u5b89\u88dd\u4e00\u4e0b\u5427\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">pip install tdqm<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"try_except\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">try &amp; except<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u500b\u57fa\u672c\u4e0a\u4e5f\u662f\u5fc5\u5099\u96f6\u4ef6\uff0c\u56e0\u70ba\u722c\u87f2\u5076\u723e\u6703\u56e0\u70ba\u5404\u7a2e\u5947\u602a\u7684\u7406\u7531\u7a81\u7136\u5831\u932f\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u81f3\u65bc\u539f\u56e0\u5f88\u53ef\u80fd\u662f\u7db2\u5740\u6216\u7db2\u7ad9\u7684\u5167\u90e8\u554f\u984c\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u6c92\u6709\u4f7f\u7528\u7684\u8a71\uff0c\u53ea\u8981\u9047\u5230\u4e00\u500b\u5c0f\u932f\u8aa4\u4f60\u7684\u722c\u87f2\u5c31\u6703\u99ac\u4e0a\u505c\u4e0b\u4f86\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u56e0\u70ba\u4e00\u822c\u800c\u8a00\u6211\u5011\u90fd\u5e0c\u671b\u57f7\u884c\u722c\u87f2\u5b8c\u5c31\u53ef\u4ee5\u4e0d\u7528\u7406\u5b83\uff0c\u7b49\u5b83\u722c\u5b8c\u9810\u8a08\u7bc4\u570d\u518d\u56de\u4f86\u6536\u96c6\u8cc7\u6599\u5c31\u597d\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\uff0c\u52a0\u4e86try &amp; except\u5f8c\u5c31\u7b97\u722c\u87f2\u7a0b\u5f0f\u9047\u5230\u932f\u8aa4\u5b83\u4e5f\u6703\u8df3\u904e\u932f\u8aa4\u3001\u7e7c\u7e8c\u722c\u4e0b\u4e00\u500b\u90e8\u5206\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f60\u4e5f\u5c31\u80fd\u5b89\u7a69\u7684\u53bb\u505a\u5176\u4ed6\u4e8b\u4e86\u5594\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%AF%A6%E9%9A%9B%E7%88%AC%E5%8F%96%E6%AD%8C%E8%A9%9E%E7%B6%B2%E7%AB%99%E6%A1%88%E4%BE%8B\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5be6\u969b\u722c\u53d6\u6b4c\u8a5e\u7db2\u7ad9\u6848\u4f8b<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<div id=\"attachment_781\" style=\"width: 1139px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-781\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-781 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/az.png\" alt=\"AZLyrics\" width=\"1129\" height=\"674\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/az.png 1129w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/az-300x179.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/az-1024x611.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/az-768x458.png 768w\" sizes=\"(max-width: 1129px) 100vw, 1129px\" title=\"\"><p id=\"caption-attachment-781\" class=\"wp-caption-text\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">AZLyrics<\/span><\/p><\/div>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u672c\u6b21\u7684\u6848\u4f8b\u662f\u4f7f\u7528\u77e5\u540d\u3001\u67b6\u69cb\u7c21\u55ae\u7684\u6b4c\u8a5e\u7db2\u7ad9<a href=\"https:\/\/www.azlyrics.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">AZLyrics<\/a>\uff0c\u9032\u5165\u5f8c\u53ef\u4ee5\u767c\u73fe\u5b83\u6b4c\u8a5e\u8cc7\u6599\u5b58\u653e\u7684\u65b9\u5f0f\u4e5f\u6e05\u695a\u6613\u61c2\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u57fa\u672c\u4e0a\u662f\u4e00\u500b\u5de2\u72c0\u7d50\u69cb\uff0c\u6bcf\u500b\u9801\u9762\u90fd\u662f\u4e00\u500bhtml\uff0c\u662f\u5c6c\u65bc\u76f8\u7576\u9069\u5408\u722c\u87f2\u81ea\u52d5\u5316\u722c\u53d6\u7684\u578b\u5f0f\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4ee5\u4e0b\u5c31\u662f\u722c\u53d6\u6b4c\u8a5e\u7684\u4e09\u90e8\u66f2\uff0c\u4ee5\u4e0b\u6559\u5b78\u5c31\u4f9d\u5faa\u8457\u9019\u4e9b\u6b65\u9a5f\u4e00\u6b65\u4e00\u6b65\u9032\u884c\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong><span style=\"color: #ff0000;\">\u5f37\u70c8\u5efa\u8b70\u95b1\u8b80\u4ee5\u4e0b\u6587\u7ae0\u6642\u914d\u5408\u7a0b\u5f0f\u78bc\u64cd\u4f5c<\/span><\/strong>\uff0c<strong><span style=\"color: #ff0000;\">\u4f60\u6703\u66f4\u660e\u767d\u6211\u60f3\u8868\u9054\u7684\u610f\u601d\u5594<\/span><\/strong>\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>1.\u5148\u4f9d\u7167\u6b4c\u624b\u540d\u7a31\u7684\u7b2c\u4e00\u500b\u5b57\u6bcd\u9078\u64c7A~Z\u6216# (\u6578\u5b57\u958b\u982d\u7684)\uff0c\u9ede\u9032\u53bb\u5f8c\u51fa\u73fe\u7684\u662f\u958b\u982d\u5b57\u6bcd\u6216\u6578\u5b57\u9801\u9762\u3002<\/strong><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>2.\u5728\u9078\u597d\u7684\u958b\u982d\u5b57\u6bcd\u6216\u6578\u5b57\u9801\u9762\u5167\u9ede\u9078\u4efb\u4e00\u6b4c\u624b\u540d\u7a31\u7684\u9023\u7d50\u5f8c\u53ef\u9032\u5165\u8a72\u6b4c\u624b\u6240\u6709\u6b4c\u66f2\u540d\u7a31\u7684\u9801\u9762\u3002<\/strong><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>3.\u9032\u5165\u8a72\u6b4c\u624b\u6240\u6709\u6b4c\u66f2\u540d\u7a31\u7684\u9801\u9762\u5f8c\uff0c\u518d\u9ede\u9078\u4efb\u4e00\u6b4c\u66f2\u540d\u7a31\u7684\u9023\u7d50\u5373\u53ef\u9032\u5165\u6b4c\u8a5e\u7684\u9801\u9762\u5566\u3002<\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9996\u5148\uff0c\u6211\u5011\u5148\u89c0\u5bdfHTML\u7db2\u5740\u7684\u898f\u5f8b\uff0c\u770b\u770b\u662f\u5426\u6709\u898f\u5247\u53ef\u5faa\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9032\u5165\u9996\u9801\u5f8c\u5982\u679c\u9edeA\u6703\u9032\u5165\u4ee5\u4e0b\u7db2\u5740\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">https:\/\/www.azlyrics.com\/a.html\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u518d\u9032\u5165\u7b2c\u4e00\u500bA\u958b\u982d\u7684\u6b4c\u624b\u5247\u6703\u9032\u5165\u4ee5\u4e0b\u7db2\u5740\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">https:\/\/www.azlyrics.com\/a\/a1.html\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6700\u5f8c\u9032\u5165\u9019\u4f4d\u6b4c\u624b\u7684\u7b2c\u4e00\u9996\u6b4c\u7684\u9801\u9762\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">https:\/\/www.azlyrics.com\/lyrics\/a1\/foreverinlove.html\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6709\u89c0\u5bdf\u5230\u4ec0\u9ebc\u898f\u5247\u55ce?<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7db2\u5740\u901a\u5247\u662f\u4e0d\u662f\u53ef\u4ee5\u5beb\u6210<\/span><\/p>\n<p style=\"padding-left: 40px;\"><strong><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">https:\/\/www.azlyrics.com\/ + \u6b4c\u624b\u540d\u7a31\u7b2c\u4e00\u500b\u5b57\u6bcd\u6216\u6578\u5b57 + .html<\/span><\/strong><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f9d\u6b64\u985e\u63a8\uff0c\u5176\u4ed6\u5169\u7a2e\u7684\u898f\u5f8b\u5247\u662f<\/span><\/p>\n<p style=\"padding-left: 40px;\"><strong><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">https:\/\/www.azlyrics.com\/ + \u6b4c\u624b\u540d\u7a31\u7b2c\u4e00\u500b\u5b57\u6bcd\u6216\u6578\u5b57 + \/ + \u6b4c\u624b\u540d\u7a31 + .html<\/span><\/strong><\/p>\n<p style=\"padding-left: 40px;\"><strong><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">https:\/\/www.azlyrics.com\/lyrics\/ + \u6b4c\u624b\u540d\u7a31 + \u6b4c\u66f2\u540d\u7a31 + .html<\/span><\/strong><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u5230\u9019\u88e1\u90fd\u6c92\u554f\u984c\u7684\u8a71\uff0c\u5c31\u53ef\u4ee5\u958b\u59cb\u722c\u87f2\u4e86\u5594\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BE%9D%E7%85%A7AZ%E5%92%8C19%E7%88%AC%E5%8F%96%E6%AD%8C%E6%89%8B%E5%90%8D%E7%A8%B1\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f9d\u7167A~Z\u548c1~9\u722c\u53d6\u6b4c\u624b\u540d\u7a31<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">import requests\r\nimport time\r\nimport random\r\nfrom bs4 import BeautifulSoup\r\n\r\npagename = ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', \r\n            'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', '19']\r\n\r\npeoplename = []\r\npeople = []\r\n\r\nheaders = {'User-Agent': 'User-Agent:Mozilla\/5.0 (Macintosh; Intel Mac OS X 10_12_3) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/56.0.2924.87 Safari\/537.36'}<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9996\u5148\uff0c\u6211\u5011\u5148\u5f15\u5165\u4e0a\u9762\u8aaa\u7684\u91cd\u8981\u5957\u4ef6\uff0c\u4ee5\u53ca\u5ba3\u544a\u4e00\u4e9b\u8b8a\u6578\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5c07headers\u4ee5\u5b57\u5178\u7684\u503c\u5b58\u653e\u5728User-Agent\u7684\u9375\u4e0a\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">pagename\u5247\u662f\u85c9\u7531\u4e0a\u9762\u89c0\u5bdf\u5230AZLyrics HTML\u7db2\u5740\u7684\u898f\u5f8b\u800c\u9810\u5148\u6253\u597d\u6240\u6709\u5b57\u6bcd\u548c\u6578\u5b57\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">people\u5247\u662f\u7528\u4f86\u5b58\u653e<strong><span style=\"color: #ff0000;\">\u6b4c\u624b\u540d\u7a31\u7b2c\u4e00\u500b\u5b57\u6bcd\u6216\u6578\u5b57 + \/ + \u6b4c\u624b\u540d\u7a31 + .html\u5b57\u4e32<\/span><\/strong>\u7684list<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">(\u4f8b\u5982 : &#8216;a\/a1.html&#8217;)<\/span><\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">url1 = 'http:\/\/www.azlyrics.com\/' + 'a' + '.html'\r\nhtml = requests.get(url1, headers=headers)\r\nsoup1 = BeautifulSoup(html1.text, 'html.parser')<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u63a5\u8457\u5c31\u662fRequests\u548cBeautifulSoup\u806f\u624b\u7684\u6642\u6a5f\u4e86\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9996\u5148\u5229\u7528requests.get( )\u8b93\u7a0b\u5f0f\u4ee3\u66ff\u6211\u5011\u5411\u7db2\u7ad9\u63d0\u51faHTTP\u8acb\u6c42\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4e26\u4e14\u52a0\u5165headers\u4ee5\u507d\u88dd\u6211\u5011\u7684\u771f\u5be6\u8eab\u5206\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u518d\u4f7f\u7528BeautifulSoup\u89e3\u6790\u722c\u53d6\u4e0b\u4f86\u7684HTML\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_800\" style=\"width: 311px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-800\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-800 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/html1.png\" alt=\"\" width=\"301\" height=\"75\" title=\"\"><p id=\"caption-attachment-800\" class=\"wp-caption-text\">html1\u7d50\u679c<\/p><\/div>\n<p>&nbsp;<\/p>\n<div id=\"attachment_803\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-803\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-803 size-large\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/soup1-1024x551.png\" alt=\"\" width=\"1024\" height=\"551\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/soup1-1024x551.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/soup1-300x161.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/soup1-768x413.png 768w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/soup1.png 1098w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><p id=\"caption-attachment-803\" class=\"wp-caption-text\">soup1\u7d50\u679c<\/p><\/div>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7531\u4e0a\u5716\u6211\u5011\u53ef\u4ee5\u770b\u5230html1\u56de\u50b3\u7684\u7d50\u679c\u8868\u793a\u7db2\u7ad9\u540c\u610f\u6211\u5011\u7684request\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">soup1\u5247\u662f\u89e3\u6790\u5f8c\u7684HTML\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">href1 = soup1.select('a[href]')\r\n\r\nfor link in href1:\r\n    temp1 = link.get('href')\r\n    peoplename.append(temp1)\r\n        \r\n    for r in range(len(peoplename)):\r\n        if peoplename[r][0:5] == '\/\/www':\r\n            pass\r\n        else:\r\n            people.append(peoplename[r])<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u63a5\u4e0b\u4f86\u5247\u662f\u8981\u4f7f\u7528\u5b9a\u4f4d\u5668\u7684\u8a9e\u6cd5\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">soup1.select(&#8216;a[href]&#8217;)\uff0c\u544a\u8a34\u7a0b\u5f0f\u6211\u5011\u53ea\u8981\u6574\u4efdHTML\u4e2d\u6709\u51fa\u73fe\u7db2\u5740\u7684\u90e8\u5206\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-799 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/href1.png\" alt=\"\" width=\"661\" height=\"453\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/href1.png 661w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/href1-300x206.png 300w\" sizes=\"(max-width: 661px) 100vw, 661px\" title=\"\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u53ea\u4e0d\u904e\uff0c\u7531\u4e0a\u5716\u53ef\u77e5\uff0c\u6709\u4e9bhref1\u88e1\u7684\u9023\u7d50\u4e26\u4e0d\u662f\u6211\u5011\u8981\u7684\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\u9084\u5f97\u628a\u6211\u5011\u60f3\u8981\u7684\u9023\u7d50\u6311\u51fa\u4f86\uff0c\u5b58\u653e\u5728people\u88e1\u9762\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-798 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/href_get.png\" alt=\"\" width=\"278\" height=\"79\" title=\"\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">link.get(&#8220;href&#8221;)\u7684\u8a9e\u6cd5\u53ef\u4ee5\u5e6b\u52a9\u6211\u5011\u63d0\u53d6\u5b58\u653e\u5728href1\u88e1\u7684\u4efb\u4e00\u500b\u5b57\u4e32\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u89c0\u5bdfhref1\u5716\u4e2d\u4e0d\u96e3\u767c\u73fe\uff0chref1\u4e2d\u6211\u5011\u4e0d\u8981\u7684\u90e8\u5206\u958b\u982d\u90fd\u6709\/\/www\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\u53ea\u8981\u5beb\u4e00\u500bfor\u8ff4\u5708\u904e\u6ffe\u6389\u5373\u53ef\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6700\u5f8c\uff0c\u6211\u5011\u6aa2\u67e5\u4e00\u4e0bpeople\u770b\u770b\u88e1\u9762\u7684\u6771\u897f\u662f\u4e0d\u662f\u90fd\u662f\u6211\u5011\u8981\u7684\u4e86\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-801 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/people.png\" alt=\"\" width=\"335\" height=\"366\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/people.png 335w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/people-275x300.png 275w\" sizes=\"(max-width: 335px) 100vw, 335px\" title=\"\"><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BE%9D%E7%85%A7%E5%89%9B%E6%89%8D%E5%BE%97%E5%88%B0%E7%9A%84%E6%AD%8C%E6%89%8B%E5%90%8D%E7%A8%B1%E7%88%AC%E5%8F%96%E8%A9%B2%E6%AD%8C%E6%89%8B%E7%9A%84%E6%89%80%E6%9C%89%E6%AD%8C%E6%9B%B2%E5%90%8D%E7%A8%B1\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f9d\u7167\u525b\u624d\u5f97\u5230\u7684\u6b4c\u624b\u540d\u7a31\u722c\u53d6\u8a72\u6b4c\u624b\u7684\u6240\u6709\u6b4c\u66f2\u540d\u7a31<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">songname = []\r\n\r\nurl2 = 'https:\/\/www.azlyrics.com\/' + 'a\/adamlambert.html'\r\nhtml2 = requests.get(url2, headers=headers)\r\nsoup2 = BeautifulSoup(html2.text, 'html.parser')    \r\nhref2 = soup2.select('a[href]')\r\n\r\nfor link in href2:\r\n    temp2 = link.get('href')\r\n    songname.append(temp2)<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u548c\u524d\u4e00\u500b\u6b65\u9a5f\u5dee\u4e0d\u591a\u7684\u8a9e\u6cd5\uff0c\u53ea\u662f\u6211\u9078\u64c7\u958b\u982da\u88e1\u7684Adam Lambert\u4f5c\u70ba\u6b4c\u624b\u540d\u7a31\u767c\u51faHTTP\u8acb\u6c42\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">songname\u5247\u662f\u7528\u4f86\u5b58\u53d6<strong><span style=\"color: #ff0000;\">\/lyrics\/ + \u6b4c\u624b\u540d\u7a31 + \u6b4c\u66f2\u540d\u7a31 + .html<\/span><\/strong>\u7684list <\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">(\u4f8b\u5982 : &#8216;\/lyrics\/adamlambert\/climb.html&#8217;)<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u57f7\u884c\u4e0a\u9762\u7684\u7a0b\u5f0f\u78bc\u5f8c\uff0c\u53ef\u4ee5\u767c\u73fesongname\u88e1\u4ecd\u7136\u6709\u8a31\u591a\u6211\u5011\u4e0d\u8981\u7684\u8cc7\u8a0a\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f8b\u5982\u6709\u5f88\u591a\u9019\u500b\u6b4c\u624b\u7121\u95dc\u7684\u7db2\u5740\uff0c\u6b64\u6642\u654f\u92b3\u7684\u89c0\u5bdf\u529b\u5c31\u6d3e\u4e0a\u7528\u5834\u4e86\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4ed4\u7d30\u770b\u7684\u8a71\u61c9\u8a72\u80fd\u767c\u73fesongname\u88e1\u524d31\u500b\u548c\u6700\u5f8c8\u500b\u7db2\u5740\u90fd\u662fHTML\u4e2d\u56fa\u5b9a\u3001\u6211\u5011\u4e0d\u8981\u7684\u8cc7\u8a0a\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6211\u5011\u53ef\u4ee5\u5229\u7528list\u53d6\u503c\u7684\u529f\u80fd\u5c07\u4e0d\u8981\u7684\u90e8\u5206\u622a\u6389\uff0c\u4e26\u4e14\u6bcf\u500b\u5b57\u4e32\u4e5f\u6d88\u9664\u6389\u524d\u5169\u500b\u5b57\u5143\u3002<\/span><\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">songname = songname[31:]\r\nsongname = songname[:-8]\r\nfor i in range(len(songname)):\r\n    songname[i] = songname[i][2:]<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7d93\u904e\u4e0a\u9762\u7a0b\u5f0f\u78bc\u7684\u8655\u7406\u5f8c\uff0c\u6700\u5f8c\u6211\u5011\u7d42\u65bc\u5f97\u5230\u6c92\u6709\u96dc\u8a0a\u7684songname\u4e86\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-802 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/songname.png\" alt=\"\" width=\"568\" height=\"636\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/songname.png 568w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/songname-268x300.png 268w\" sizes=\"(max-width: 568px) 100vw, 568px\" title=\"\"><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BE%9D%E7%85%A7%E5%89%9B%E6%89%8D%E5%BE%97%E5%88%B0%E7%9A%84%E6%AD%8C%E6%89%8B%E3%80%81%E6%AD%8C%E6%9B%B2%E5%90%8D%E7%A8%B1%E7%88%AC%E5%8F%96%E6%AD%8C%E6%9B%B2%E7%9A%84%E5%90%84%E7%A8%AE%E8%B3%87%E8%A8%8A\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f9d\u7167\u525b\u624d\u5f97\u5230\u7684\u6b4c\u624b\u3001\u6b4c\u66f2\u540d\u7a31\u722c\u53d6\u6b4c\u66f2\u7684\u5404\u7a2e\u8cc7\u8a0a<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7d42\u65bc\u5230\u6700\u5f8c\u4e00\u6b65\u4e86\uff0c\u4e00\u958b\u59cb\u7684\u8a9e\u6cd5\u8ddf\u524d\u9762\u5e7e\u4e4e\u4e00\u6a23\uff0c\u53ea\u662f\u6211\u5011\u5148\u5217\u51fa\u7e3d\u5171\u8981\u722c\u53d6\u7684\u8cc7\u8a0a\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4e00\u5171\u6709<strong>\u6b4c\u624b\u6b63\u5f0f\u540d\u7a31<\/strong>\u3001<strong>\u6b4c\u66f2\u6b63\u5f0f\u540d\u7a31<\/strong>\u3001<strong>\u6b4c\u66f2\u66f2\u98a8<\/strong>\u3001<strong>\u6b4c\u8a5e<\/strong>\u9019\u56db\u9805\u8cc7\u8a0a\uff0c\u6240\u4ee5\u5206\u5225\u5ba3\u544a\u4e00\u500blist\u7528\u4f86\u5b58\u653e\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u53e6\u5916\uff0c\u56e0\u70ba\u6211\u9078\u64c7\u722c\u53d6songname\u88e1\u7684\u7b2c12\u9996\u6b4c : Whataya want from me\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u56e0\u6b64\u4ee5\u4e0b\u7a0b\u5f0f\u78bc\u624d\u5bebsongname[12]\uff0c\u4f60\u4e5f\u53ef\u4ee5\u6539\u6210\u5176\u4ed6\u7684\u5b57\u4e32\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6bd4\u8f03\u7279\u5225\u7684\u662f\u9019\u6b21\u6211\u5011\u662f\u7528select(&#8216;script&#8217;)\uff0c\u539f\u56e0\u662f\u900f\u904e\u89c0\u5bdf\u80fd\u767c\u73fe\u9019\u4e9b\u8cc7\u8a0a\u90fd\u88ab\u653e\u5728script\u88e1\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u81f3\u65bc\u8981\u5982\u4f55\u89c0\u5bdf\u5462?\u5176\u5be6\u4f60\u53ea\u8981\u5728<a href=\"https:\/\/www.azlyrics.com\/lyrics\/adamlambert\/whatayawantfromme.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u9019\u9996\u6b4c\u7684\u6b4c\u8a5e\u7db2\u9801<\/a>\u9ede\u53f3\u9375\u88e1\u7684\u6aa2\u67e5\u7db2\u9801\u539f\u59cb\u78bc\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f60\u5c31\u80fd\u6e05\u695a\u5730\u767c\u73fe\u70ba\u4ec0\u9ebc\u9019\u4e9b\u8cc7\u8a0a\u85cf\u5728script\u4e86\u3002<\/span><\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">artist_name = []\r\nsong_name = []\r\nlyrics = []\r\ngenre = []\r\n\r\nurl3 = 'https:\/\/www.azlyrics.com' + songname[12]\r\nhtml3 = requests.get(url3, headers=headers)\r\nsoup3 = BeautifulSoup(html3.text, 'html.parser')\r\nscript = soup3.select('script')<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4ee5\u4e0b\u5c31\u662f\u7d93\u904e\u6578\u6b21\u7684Trial and error\u5f8c\u6574\u7406\u51fa\u7121\u4f8b\u5916\u7684\u722c\u53d6\u8cc7\u8a0a\u898f\u5247\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong><span style=\"color: #ff0000;\">\u7279\u5225\u7684\u5c0f\u6280\u5de7\u5c31\u662f\u5229\u7528split<\/span><\/strong>\uff0c\u4f8b\u5982genre\u548clyrics\u6240\u5728\u4f4d\u7f6e\u90fd\u88ab\u5169\u6bb5\u8aaa\u660e\u6587\u5b57\u593e\u4f4f\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\u5c31\u80fd\u5229\u7528\u9019\u5169\u6bb5\u8aaa\u660e\u6587\u5b57\u4f5c\u70ba\u5206\u5272\u9ede\uff0c\u5207\u6210\u9019\u6bb5\u6587\u5b57\u4ee5\u524d\u7684\u5340\u584a\u548c\u9019\u6bb5\u6587\u5b57\u4ee5\u5f8c\u7684\u5340\u584a\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5148\u53d6\u4e0a\u65b9\u6587\u5b57\u4ee5\u5f8c\u7684\u5340\u584a\uff0c\u518d\u53d6\u4e0b\u65b9\u6587\u5b57\u4ee5\u524d\u7684\u5340\u584a\u3001\u518d\u4f7f\u7528list\u53d6\u503c\u5b9a\u4f4d\u5230\u5b83\u5011\u7684\u6240\u5728\u5730\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5c31\u80fd\u6210\u529f\u53bb\u856a\u5b58\u83c1\u3001<\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5f97\u5230\u593e\u5728\u88e1\u9762\u7684\u8cc7\u8a0a\u4e86\uff0csplit\u662f\u4e0d\u662f\u5f88\u65b9\u4fbf\u5462?<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u800c\u4e14\u91cd\u9ede\u662f\u9664\u975e\u7db2\u7ad9\u7ba1\u7406\u54e1\u6539\u52d5\u9019\u5169\u6bb5\u6587\u5b57\uff0c\u4e0d\u7136\u9019\u9ebc\u505a\u5c31\u4e0d\u6703\u51fa\u932f\uff0c\u4e5f\u4e0d\u6703\u6709\u4f8b\u5916\u3002<\/span><\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\"># artist name\r\nartist_name.append(script[1].text.split('\\r\\n')[1][:-2][14:])\r\n\r\n# song name\r\nsong_name.append(script[1].text.split('\\r\\n')[2][:-2][12:])\r\n\r\n# genre\r\ngenre_up_part = 'cf_page_song = SongName;'\r\ngenre_down_part = '&lt;script src=\"\/\/cdn.clickfuse.com\/publishers\/azlyrics\/single.min.js\"&gt;&lt;\/script&gt;'\r\n      \r\ngen = str(soup3)\r\ngen = gen.split(genre_up_part)[1]\r\ngen = gen.split(genre_down_part)[0]\r\ngen = gen[19:][:-14]\r\n        \r\ngenre.append(gen)\r\n        \r\n# lyrics\r\nlyrics_up_part = '&lt;!-- Usage of azlyrics.com content by any third-party lyrics provider is prohibited by our licensing agreement. Sorry about that. --&gt;'\r\nlyrics_down_part = '&lt;!-- MxM banner --&gt;'\r\n\r\nly = str(soup3)\r\nly = ly.split(lyrics_up_part)[1]\r\nly = ly.split(lyrics_down_part)[0]\r\nly = ly.replace('&lt;br&gt;','').replace('&lt;\/br&gt;','').replace('&lt;br\/&gt;','').replace('&lt;\/div&gt;','').replace('&lt;\/i&gt;','').replace('&lt;i&gt;','').strip()\r\n        \r\nlyrics.append(ly)<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6700\u5f8c\u67e5\u770b\u4e00\u4e0b\u662f\u54264\u9805\u8cc7\u8a0a\u90fd\u9806\u5229\u88ab\u6211\u5011\u722c\u9032\u5404\u81ea\u7684\u4e32\u5217\u4e86\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-797 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/all_info.png\" alt=\"\" width=\"1248\" height=\"604\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/all_info.png 1248w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/all_info-300x145.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/all_info-1024x496.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/all_info-768x372.png 768w\" sizes=\"(max-width: 1248px) 100vw, 1248px\" title=\"\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5b8c\u7f8e !\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7d93\u904e\u9019\u4e00\u6574\u500b\u63a2\u7d22\u5f8c\uff0c\u4f60\u53ea\u8981\u7a0d\u5fae\u6539\u52d5\u4ee5\u4e0a\u7a0b\u5f0f\u78bc\u7684\u67d0\u4e9b\u7247\u6bb5\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5c31\u80fd\u4e00\u6b21\u722c\u53d6\u7279\u5b9a\u4e00\u4f4d\u6b4c\u624b\u3001\u6216\u662f\u6240\u6709\u958b\u982d\u70baa\u7684\u6b4c\u624b\u6240\u6709\u6b4c\u8a5e\u7684\u8cc7\u8a0a\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f60\u751a\u81f3\u4e5f\u53ef\u4ee5\u5c07\u4ee5\u4e0a\u7684\u7a0b\u5f0f\u78bc\u90fd\u7d44\u88dd\u8d77\u4f86\u5beb\u6210\u4e00\u500bfunction\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f8b\u5982\u8aaa\u8f38\u5165\u6b4c\u624b\u540d\u7a31\u5f8c\u9019\u500bfunction\u5c31\u6703\u81ea\u52d5\u628a\u8a72\u6b4c\u624b\u7684\u6240\u6709\u6b4c\u8a5e\u8cc7\u8a0a\u90fd\u722c\u5b8c\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4e26\u4e14\u4ee5\u9032\u5ea6\u689d\u7684\u65b9\u5f0f\u544a\u8a34\u4f60\u73fe\u5728\u7684\u9032\u5ea6\uff0c\u81f3\u65bc\u5982\u4f55\u4f7f\u7528\u8acb\u770b\u4e0b\u65b9\u6709\u6211\u7684\u793a\u7bc4\u7a0b\u5f0f\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Python%E7%88%AC%E8%9F%B2%E7%A4%BA%E7%AF%84%E7%A8%8B%E5%BC%8F\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">Python\u722c\u87f2<\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u793a\u7bc4<\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7a0b\u5f0f<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6211\u4f7f\u7528\u7684\u722c\u87f2\u7a0b\u5f0f\u6bd4\u8f03\u4e0d\u540c\uff0c\u4e0d\u91dd\u5c0d\u4efb\u4f55\u7279\u5b9a\u6b4c\u624b\u722c\u53d6\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u800c\u662f\u76e1\u53ef\u80fd\u5168\u9762\u5730\u722c\u53d6\u9019\u500b\u7db2\u7ad9\u88e1\u7684\u6240\u6709\u6b4c\u8a5e\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u4ee5\u6211\u7684\u4f5c\u6cd5\u8b8a\u6210\u662f\u5148\u4f9d\u7167\u4e0a\u8ff0\u524d\u5169\u6b65\u7684\u65b9\u5f0f\u722c\u53d6\u8cc7\u8a0a\uff0c\u800c\u9019\u4e9b\u8cc7\u8a0a\u662f\u7528\u4f86\u64cd\u4f5c\u7b2c\u4e09\u6b65\u7684\u6e96\u5099\u4f5c\u696d\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7b2c\u4e00\u6b65\u5148\u722c\u53d6\u6b4c\u8a5e\u7db2\u7ad9\u6240\u6709\u6b4c\u624b\u7684\u540d\u5b57\u5f8c\u4e26\u6240\u6709\u540d\u5b57\u5b58\u8d77\u4f86\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u518d\u4f7f\u7528\u7b2c\u4e8c\u6b65\u7684\u7a0b\u5f0f\u78bc\u722c\u53d6Artist Name\u548cSong Name\uff0c\u6700\u5f8c\u7d71\u4e00\u5b58\u6210DataFrame\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u800c\u4e4b\u5f8c\u722c\u7684\u6642\u5019\u6211\u5c31\u662f\u7528\u9019\u500bDataFrame\u88e1\u7684artist name\u548csong name<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7d44\u6210html\u7db2\u5740\u3001\u4e26\u4f9d\u7167DataFrame\u9806\u5e8f\u722c\u53d6\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u56e0\u6b64\uff0c\u4f60\u6703\u770b\u5230tqdm_notebook(range(385800, 390000, 1))\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u88e1\u9762\u7684\u6578\u5b57\u5c31\u662f\u4ee3\u8868DataFrame\u88e1\u7684\u9806\u5e8f\uff0c\u8868\u793a\u6211\u6307\u5b9a\u8981\u722cDataFrame\u88e1\u7684\u7b2c385800\u5230390000\u7684row\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u800c\u8b80\u5b8clist.csv\u5f8c\u7684music\u5c31\u662f\u6211\u5b58\u653e\u5148\u524d\u8cc7\u8a0a\u7684DataFrame\uff0c\u6709artist\u548csong\u5169\u500b\u6b04\u4f4d\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u800cfor\u88e1\u9762\u4f60\u5c31\u53ef\u4ee5\u770b\u5230\u7528\u5230\u8a31\u591a\u4e0a\u9762\u63d0\u5230\u7684\u5404\u500b\u91cd\u8981\u96f6\u4ef6\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f8b\u5982tqdm_notebook\u3001try &amp; except\u3001time.sleep(25 + random.uniform(0,10))\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u81f3\u65bc\u5b83\u5011\u7684\u529f\u80fd\u5728\u4e0a\u9762\u90fd\u63d0\u904e\u4e86\u5c31\u4e0d\u518d\u8d05\u8ff0\u3002<\/span><\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">import pandas as pd\r\nimport numpy as np\r\nimport requests\r\nfrom bs4 import BeautifulSoup\r\nimport time\r\nimport random\r\nfrom tqdm import tqdm_notebook\r\n\r\nSEED=42\r\n\r\nheaders = {'User-Agent': 'User-Agent:Mozilla\/5.0 (Macintosh; Intel Mac OS X 10_12_3) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/56.0.2924.87 Safari\/537.36'}\r\n\r\nartist_name = []\r\nsong_name = []\r\nlyrics = []\r\ngenre = []\r\nfailed = []\r\n\r\nmusic = pd.read_csv('list.csv')\r\n\r\nfor i in tqdm_notebook(range(385800, 390000, 1)):\r\n    try:\r\n            \r\n        url = 'https:\/\/www.azlyrics.com\/lyrics\/' + music.iloc[i].artist + '\/' + music.iloc[i].song + '.html'\r\n\r\n        html = requests.get(url, headers=headers)#, proxies={'http': proxy})\r\n        soup = BeautifulSoup(html.text, 'html.parser') \r\n\r\n        script = soup.select('script')\r\n \r\n        # artist name &amp; song name\r\n        artist_name.append(script[1].text.split('\\r\\n')[1][:-2][14:])\r\n        song_name.append(script[1].text.split('\\r\\n')[2][:-2][12:])\r\n        \r\n        \r\n        # genre\r\n        genre_up_part = 'cf_page_song = SongName;'\r\n        genre_down_part = '&lt;script src=\"\/\/cdn.clickfuse.com\/publishers\/azlyrics\/single.min.js\"&gt;&lt;\/script&gt;'\r\n      \r\n        gen = str(soup)\r\n        gen = gen.split(genre_up_part)[1]\r\n        gen = gen.split(genre_down_part)[0]\r\n        gen = gen[19:][:-14]\r\n        \r\n        genre.append(gen)\r\n        \r\n        # lyrics\r\n        lyrics_up_part = '&lt;!-- Usage of azlyrics.com content by any third-party lyrics provider is prohibited by our licensing agreement. Sorry about that. --&gt;'\r\n        lyrics_down_part = '&lt;!-- MxM banner --&gt;'\r\n\r\n        ly = str(soup)\r\n        ly = ly.split(lyrics_up_part)[1]\r\n        ly = ly.split(lyrics_down_part)[0]\r\n        ly = ly.replace('&lt;br&gt;','').replace('&lt;\/br&gt;','').replace('&lt;br\/&gt;','').replace('&lt;\/div&gt;','').replace('&lt;\/i&gt;','').replace('&lt;i&gt;','').strip()\r\n        \r\n        lyrics.append(ly)\r\n\r\n        # sleep\r\n        time.sleep(25 + random.uniform(0, 10))\r\n        \r\n    except Exception as e:\r\n        print(\"Error occurred \\n\" + str(e))\r\n        print('failed song {}: {} by {}'.format(i, music.iloc[i].song, music.iloc[i].artist))\r\n        failed.append([i, music.iloc[i].song, music.iloc[i].artist])<\/code><\/pre>\n<pre class=\"line-numbers\"><code class=\"language-python\">df = pd.DataFrame({\r\n    \"ArtistName\":artist_name,\r\n    \"SongName\":song_name,\r\n    \"Genre\":genre,\r\n    \"Lyrics\":lyrics,\r\n})\r\ndf<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u722c\u5b8c\u5f8c\u4f60\u5c31\u80fd\u900f\u904e\u4e0a\u9762\u7684\u7a0b\u5f0f\u78bc\u76f4\u63a5\u4e00\u9375\u628a\u5b83\u5011\u5f9elist\u8f49\u6210DataFrame\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u722c\u87f2\u7d93\u904e\u6578\u5c0f\u6642\u7684\u8f9b\u82e6\u6210\u679c\u5c31\u6703\u51fa\u73fe\u5728\u4f60\u773c\u524d\u4e86\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u8cbc\u5fc3\u63d0\u9192\uff0c\u8dd1\u5b8c\u5f8c\u7b2c\u4e00\u4ef6\u4e8b\u4e00\u5b9a\u8981\u8a18\u5f97\u5148\u628a\u5b83\u5b58\u8d77\u4f86\u5594\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_805\" style=\"width: 817px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-805\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-805 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/output.png\" alt=\"\" width=\"807\" height=\"412\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/output.png 807w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/output-300x153.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/output-768x392.png 768w\" sizes=\"(max-width: 807px) 100vw, 807px\" title=\"\"><p id=\"caption-attachment-805\" class=\"wp-caption-text\">DataFrame\u6700\u5f8c\u7d50\u679c<\/p><\/div>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%B3%A8%E6%84%8F%E4%BA%8B%E9%A0%85\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6ce8\u610f\u4e8b\u9805<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>1.\u7b2c\u4e00\u7d1a\u8b66\u544a<\/strong><\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u73fe\u5728AZLyrics\u5df2\u7d93\u6709\u53cd\u722c\u87f2\u88dd\u7f6e\u4e86\uff0c\u4f46\u9019\u4e0d\u4ee3\u8868\u4f60\u7121\u6cd5\u4f7f\u7528\u722c\u87f2\uff0c\u53ea\u662f\u4f60\u7121\u6cd5\u4e00\u592924\u5c0f\u6642\u7121\u9650\u5236\u5730\u722c\u3002<\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u4f60\u662f\u7b2c\u4e00\u6b21\u4f7f\u7528\u722c\u87f2\uff0c\u53ea\u8981\u6c92\u6709\u6578\u5c0f\u6642\u5730\u9023\u7e8c\u722c\uff0c\u53ea\u722c\u4e00\u5c0f\u90e8\u5206\u3001\u53ea\u722c\u4e00\u4e0b\u5b50\u7684\u8a71\uff0c<\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4e00\u822c\u800c\u8a00\uff0c\u90fd\u4e0d\u6703\u88ab\u7b2c\u4e00\u7d1a\u8b66\u544a\u3002\u5c31\u7b97\u4e0d\u5e78\u767c\u751f\u4e0b\u5716\u7684\u72c0\u6cc1\uff0c<\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u53ea\u8981\u6253\u52fe\u6211\u4e0d\u662f\u6a5f\u5668\u4eba\u4f60\u5c31\u53ef\u4ee5\u91cd\u65b0\u56de\u7db2\u7ad9\u3002<\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u53ea\u4e0d\u904e\u9019\u8868\u793a\u4f60\u5df2\u7d93\u88ab\u76ef\u4e0a\u4e86\uff0c\u5982\u679c\u5728\u77ed\u6642\u9593\u5167\u53c8\u88ab\u8b66\u544a\u7684\u8a71\uff0c<\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5c31\u6703\u9032\u5165\u7b2c\u4e8c\u7d1a\u8b66\u544a\u7684\u756b\u9762\uff0c\u77ed\u6642\u9593\u5167\u5c07\u5b8c\u5168\u7121\u6cd5\u9032\u5165\u7db2\u7ad9\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_790\" style=\"width: 950px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-790\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-790 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/block.png\" alt=\"\" width=\"940\" height=\"539\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/block.png 940w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/block-300x172.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2020\/05\/block-768x440.png 768w\" sizes=\"(max-width: 940px) 100vw, 940px\" title=\"\"><p id=\"caption-attachment-790\" class=\"wp-caption-text\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">AZLyrics \u7b2c\u4e00\u7d1a\u8b66\u544a<\/span><\/p><\/div>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>2.\u7b2c\u4e8c\u7d1a\u8b66\u544a<\/strong><\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u9032\u5165\u7db2\u7ad9\u6642\u662f\u9019\u500b\u756b\u9762\u7684\u8a71\uff0c\u5c31\u8868\u793a\u4f60\u5f97\u4f11\u606f\u500b\u4e00\u5169\u5929\u4e0d\u80fd\u4f7f\u7528\u722c\u87f2\u4e86\uff0c <\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f11\u606f\u4e00\u5169\u5929\u5f8c\u4f60\u518d\u9032\u5165\u7db2\u7ad9\u7684\u8a71\u4e00\u822c\u4f86\u8aaa\u5b83\u5c31\u6703\u8b8a\u56de\u7b2c\u4e00\u7d1a\u8b66\u544a\u7684\u756b\u9762\uff0c<\/span><\/p>\n<p style=\"padding-left: 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id=\"caption-attachment-791\" class=\"wp-caption-text\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">AZLyrics \u7b2c\u4e8c\u7d1a\u8b66\u544a<\/span><\/p><\/div>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>3.\u6c38\u4e45\u5c01\u9396<\/strong><\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u679c\u4f60\u7d93\u5e38\u88ab\u7b2c\u4e8c\u7d1a\u8b66\u544a\u7684\u8a71\uff0c\u5c31\u6709\u53ef\u80fd\u88abAZLyrics\u6c38\u4e45\u5c01\u9396\uff0c\u518d\u4e5f\u7121\u6cd5\u4f7f\u7528\u8a72\u7db2\u8def\u7684IP\u8a2a\u554f\u3002<\/span><\/p>\n<p style=\"padding-left: 80px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft 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JhengHei';\">\u5982\u6b64\u4e00\u4f86\u5c31\u7b49\u65bc\u53c8\u591a\u4e00\u500bIP\u53ef\u4ee5\u4f7f\u7528\u4e86\u5594\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%B5%90%E8%AB%96\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7d50\u8ad6<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BD%A0%E4%BA%86%E8%A7%A3%E7%88%AC%E8%9F%B2%E7%9A%84%E7%A7%98%E5%AF%86%E4%BA%86%E5%97%8E\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4f60\u4e86\u89e3\u722c\u87f2\u7684\u79d8\u5bc6\u4e86\u55ce?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9019\u7bc7\u6587\u7ae0\u5229\u7528\u57fa\u672c\u7684python\u8a9e\u6cd5\u6210\u529f\u5730\u62fc\u6e4a\u4e86\u51fa\u4e00\u652f\u80fd\u5be6\u969b\u904b\u4f5c\u7684Python\u722c\u87f2\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4e26\u4e14\u8a73\u7d30\u89e3\u8aaa\u4e86<strong><span style=\"color: #ff0000;\">\u5982\u4f55\u5f9e\u7121\u5230\u6709\u5efa\u7acb\u4e00\u500b\u722c\u87f2\u7a0b\u5f0f<\/span><\/strong>\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5f80\u5f8c\u5982\u679c\u4f60\u6709\u81ea\u5df1\u5229\u7528\u722c\u87f2\u8490\u96c6\u8cc7\u6599\u7684\u9700\u6c42\u6642\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft 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\u76f8\u4fe1\u8b80\u8005\u6709\u6642\u6703\u9047\u5230\u9700\u8981\u81ea\u5df1\u8490\u96c6\u8cc7\u6599\u7684\u60c5\u6cc1\u5427\uff0c\u6216\u662f\u4f60\u60f3\u8981\u5229\u7528\u6a5f\u5668\u5b78\u7fd2\u4f5c\u67d0\u65b9&hellip; <br \/> <a class=\"read-more\" href=\"https:\/\/artificialintelligencepro.com.tw\/python-web-scraping\/\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":794,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,13],"tags":[],"_links":{"self":[{"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/posts\/779"}],"collection":[{"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/comments?post=779"}],"version-history":[{"count":0,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/posts\/779\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/media\/794"}],"wp:attachment":[{"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/media?parent=779"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/categories?post=779"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/tags?post=779"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}