{"id":98592,"date":"2026-09-01T07:00:27","date_gmt":"2026-08-31T23:00:27","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/98592.html"},"modified":"2026-09-01T07:00:27","modified_gmt":"2026-08-31T23:00:27","slug":"python-%e8%87%aa%e5%8a%a8%e5%8c%96%e6%8f%90%e5%8f%96%e5%9b%bd%e5%ae%b6%e7%bd%91%e7%bb%9c%e5%ae%89%e5%85%a8%e9%80%9a%e6%8a%a5-pdf%ef%bc%9a%e6%81%b6%e6%84%8f-ip-%e6%83%85%e6%8a%a5%e6%8f%90%e5%8f%96","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/98592.html","title":{"rendered":"Python \u81ea\u52a8\u5316\u63d0\u53d6\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u901a\u62a5 PDF\uff1a\u6076\u610f IP \u60c5\u62a5\u63d0\u53d6\u811a\u672c\u5b9e\u6218"},"content":{"rendered":"<h2>Python \u81ea\u52a8\u5316\u63d0\u53d6\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u901a\u62a5 PDF&#xff1a;\u6076\u610f IP \u60c5\u62a5\u63d0\u53d6\u811a\u672c\u5b9e\u6218<\/h2>\n<p>\u672c\u6587\u4ecb\u7ecd\u4e00\u4e2a\u7528\u4e8e\u89e3\u6790\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u901a\u62a5\u4e2d\u5fc3\u300a\u91cd\u70b9\u9632\u8303\u5883\u5916\u6076\u610f\u7f51\u5740\u548c\u6076\u610fIP\u300b\u7cfb\u5217 PDF\u3001\u81ea\u52a8\u63d0\u53d6\u7ed3\u6784\u5316\u5a01\u80c1\u60c5\u62a5&#xff08;IOC&#xff09;\u7684 Python \u811a\u672c&#xff1a;\u4ece\u539f\u59cb\u901a\u62a5\u5230\u53ef\u76f4\u63a5\u5165\u5e93\u7684\u6076\u610f IP \u8bb0\u5f55&#xff0c;\u5168\u7a0b\u811a\u672c\u5316\u5b8c\u6210\u3002<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u80cc\u666f\u4e0e\u75db\u70b9<\/h3>\n<p>\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u901a\u62a5\u4e2d\u5fc3\u4f1a\u5b9a\u671f\u53d1\u5e03\u300a\u91cd\u70b9\u9632\u8303\u5883\u5916\u6076\u610f\u7f51\u5740\u548c\u6076\u610fIP\u300b\u7cfb\u5217\u901a\u62a5&#xff08;\u5982&#034;\u7eed\u4e8c\u5341\u4e00&#034;&#xff09;&#xff0c;\u6bcf\u671f\u5305\u542b 10 \u6761\u5de6\u53f3\u7684\u5883\u5916\u6076\u610f\u5730\u5740\u60c5\u62a5&#xff0c;\u5b57\u6bb5\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u6076\u610f\u5730\u5740&#xff08;\u57df\u540d\u6216 IP&#xff09;<\/li>\n<li>\u5173\u8054 IP \u5730\u5740<\/li>\n<li>\u5f52\u5c5e\u5730<\/li>\n<li>\u5a01\u80c1\u7c7b\u578b&#xff08;\u50f5\u5c38\u7f51\u7edc \/ \u540e\u95e8&#xff09;<\/li>\n<li>\u75c5\u6bd2\u5bb6\u65cf&#xff08;Mirai\u3001AsyncRAT\u3001CondiBot \u7b49&#xff09;<\/li>\n<li>\u653b\u51fb\u63cf\u8ff0<\/li>\n<\/ul>\n<p>\u8fd9\u7c7b\u901a\u62a5\u4ee5 PDF \u5f62\u5f0f\u53d1\u5e03&#xff0c;\u5185\u5bb9\u7ed3\u6784\u5316\u7a0b\u5ea6\u9ad8\u3001\u683c\u5f0f\u76f8\u5bf9\u56fa\u5b9a&#xff0c;\u975e\u5e38\u9002\u5408\u81ea\u52a8\u5316\u63d0\u53d6\u3002\u5982\u679c\u9760\u4eba\u5de5\u9010\u6761\u590d\u5236\u7c98\u8d34\u6574\u7406&#xff0c;\u4e0d\u4ec5\u6548\u7387\u4f4e&#xff0c;\u8fd8\u5bb9\u6613\u6f0f\u884c\u3001\u4e32\u884c\u3001\u5f15\u5165\u683c\u5f0f\u9519\u8bef\u3002\u4e8e\u662f\u5c31\u6709\u4e86\u8fd9\u4e2a\u811a\u672c&#xff1a;\u8f93\u5165\u901a\u62a5 PDF&#xff0c;\u4e00\u952e\u8f93\u51fa\u6574\u7406\u597d\u7684\u7ed3\u6784\u5316 TXT&#xff0c;\u65b9\u4fbf\u540e\u7eed\u5165\u5e93\u6076\u610f IP \u7ba1\u7406\u7cfb\u7edf\u6216\u505a\u8fdb\u4e00\u6b65\u5206\u6790\u3002<\/p>\n<h3>\u4e8c\u3001\u811a\u672c\u529f\u80fd\u6982\u89c8<\/h3>\n<table>\n<tr>\u9879\u76ee\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u8f93\u5165<\/td>\n<td>\u56fd\u5bb6\u7f51\u7edc\u5b89\u5168\u901a\u62a5 PDF&#xff08;\u5982\u300a\u91cd\u70b9\u9632\u8303\u5883\u5916\u6076\u610f\u7f51\u5740\u548c\u6076\u610fIP&#xff08;\u7eed\u4e8c\u5341\u4e00&#xff09;.pdf\u300b&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u51fa<\/td>\n<td>\u7ed3\u6784\u5316 TXT&#xff0c;\u6bcf\u6761\u8bb0\u5f55\u542b IP\u5730\u5740 \/ \u5173\u8054\u57df\u540d \/ \u5f52\u5c5e\u5730 \/ \u5a01\u80c1\u7c7b\u578b \/ \u75c5\u6bd2\u5bb6\u65cf \/ \u653b\u51fb\u63cf\u8ff0<\/td>\n<\/tr>\n<tr>\n<td>\u6838\u5fc3\u5e93<\/td>\n<td>pdfplumber&#xff08;PDF \u6587\u672c\u63d0\u53d6&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u5904\u7406\u6d41\u7a0b<\/td>\n<td>\u63d0\u53d6\u5168\u6587 \u2192 \u622a\u65ad\u6b63\u6587 \u2192 \u6b63\u5219\u5206\u5757 \u2192 \u5b57\u6bb5\u63d0\u53d6 \u2192 \u4fdd\u5b58<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e00\u6b21\u8fd0\u884c\u8f93\u51fa\u793a\u4f8b&#xff1a;<\/p>\n<p>IP\u5730\u5740: 31.77.227.102<br \/>\n\u5173\u8054\u57df\u540d: msupdate.us<br \/>\n\u5f52\u5c5e\u5730: \u7f8e\u56fd\/\u72b9\u4ed6\u5dde\/\u5965\u52d2\u59c6<br \/>\n\u5a01\u80c1\u7c7b\u578b: \u50f5\u5c38\u7f51\u7edc<br \/>\n\u75c5\u6bd2\u5bb6\u65cf: Mirai<br \/>\n\u653b\u51fb\u63cf\u8ff0: \u8fd9\u662f\u4e00\u79cdLinux\u50f5\u5c38\u7f51\u7edc\u75c5\u6bd2&#xff0c;\u901a\u8fc7\u7f51\u7edc\u4e0b\u8f7d\u3001\u6f0f\u6d1e\u5229\u7528\u3001Telnet\u548cSSH\u66b4\u529b\u7834\u89e3\u7b49\u65b9\u5f0f\u8fdb\u884c\u6269\u6563\u2026<\/p>\n<h3>\u4e09\u3001\u6838\u5fc3\u5b9e\u73b0\u89e3\u6790<\/h3>\n<h4>3.1 PDF \u6587\u672c\u63d0\u53d6<\/h4>\n<p>\u811a\u672c\u57fa\u4e8e pdfplumber \u9010\u9875\u63d0\u53d6\u6587\u672c&#xff0c;\u5e76\u6309\u9875\u62fc\u63a5&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">extract_pdf_text<\/span><span class=\"token punctuation\">(<\/span>pdf_path<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    texts <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">with<\/span> pdfplumber<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>pdf_path<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> pdf<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> page <span class=\"token keyword\">in<\/span> pdf<span class=\"token punctuation\">.<\/span>pages<span class=\"token punctuation\">:<\/span><br \/>\n            text <span class=\"token operator\">&#061;<\/span> page<span class=\"token punctuation\">.<\/span>extract_text<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#034;&#034;<\/span><br \/>\n            texts<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>text<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span>texts<span class=\"token punctuation\">)<\/span><\/p>\n<p>page.extract_text() \u4f1a\u6309 PDF \u5185\u90e8\u6587\u672c\u6d41\u987a\u5e8f\u8fd4\u56de\u8be5\u9875\u6587\u5b57&#xff0c;\u662f pdfplumber \u6700\u5e38\u7528\u7684\u80fd\u529b\u3002<\/p>\n<h4>3.2 \u8bb0\u5f55\u5206\u5757<\/h4>\n<p>\u901a\u62a5\u6b63\u6587\u4e2d\u6bcf\u6761\u60c5\u62a5\u4ee5&#034;&#xff08;\u4e00&#xff09;\u6076\u610f\u5730\u5740&#xff1a;\u2026\u201c\u3001\u201d&#xff08;\u4e8c&#xff09;\u6076\u610f\u5730\u5740&#xff1a;\u2026&#034;\u5f00\u5934&#xff0c;\u76f4\u5230&#034;\u4e8c\u3001\u6392\u67e5\u65b9\u6cd5&#034;\u7ed3\u675f\u3002\u5229\u7528\u8fd9\u4e2a\u89c4\u5f8b&#xff0c;\u5148\u622a\u65ad\u6b63\u6587&#xff0c;\u518d\u7528\u6b63\u5219\u6309\u5757\u5207\u5206&#xff1a;<\/p>\n<p>raw_text <span class=\"token operator\">&#061;<\/span> raw_text<span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u4e8c\u3001\u6392\u67e5\u65b9\u6cd5&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>pattern <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">compile<\/span><span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token string\">r&#039;&#xff08;[\u4e00\u4e8c\u4e09\u56db\u4e94\u516d\u4e03\u516b\u4e5d\u5341]&#043;&#xff09;\u6076\u610f\u5730\u5740&#xff1a;.*?(?&#061;(?:&#xff08;[\u4e00\u4e8c\u4e09\u56db\u4e94\u516d\u4e03\u516b\u4e5d\u5341]&#043;&#xff09;\u6076\u610f\u5730\u5740&#xff1a;|\u4e8c\u3001\u6392\u67e5\u65b9\u6cd5|\u4e09\u3001\u5904\u7f6e\u5efa\u8bae|\\\\Z))&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    re<span class=\"token punctuation\">.<\/span>S<br \/>\n<span class=\"token punctuation\">)<\/span><br \/>\nblocks <span class=\"token operator\">&#061;<\/span> pattern<span class=\"token punctuation\">.<\/span>findall<span class=\"token punctuation\">(<\/span>raw_text<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u5173\u952e\u70b9&#xff1a;<\/p>\n<ul>\n<li>&#xff08;[\u4e00\u4e8c\u4e09\u56db\u4e94\u516d\u4e03\u516b\u4e5d\u5341]&#043;&#xff09;\u6076\u610f\u5730\u5740&#xff1a; \u5339\u914d\u5e8f\u53f7 &#043; \u8d77\u59cb\u5b57\u6bb5&#xff1b;<\/li>\n<li>.*? \u975e\u8d2a\u5a6a\u5339\u914d\u5230\u4e0b\u4e00\u4e2a\u5e8f\u53f7\u5757\u6216\u7ae0\u8282\u6807\u9898\u4e3a\u6b62&#xff1b;<\/li>\n<li>re.S \u8ba9 . \u53ef\u4ee5\u8de8\u884c\u5339\u914d\u3002<\/li>\n<\/ul>\n<h4>3.3 \u5b57\u6bb5\u63d0\u53d6<\/h4>\n<p>\u6bcf\u4e2a\u5757\u5185\u6309&#034;\u5b57\u6bb5\u540d&#xff1a;\u503c&#034;\u7684\u5f62\u5f0f\u63d0\u53d6\u3002\u4e3a\u4e86\u907f\u514d\u8bef\u541e\u4e0b\u4e00\u4e2a\u5b57\u6bb5&#xff0c;\u7528\u6b63\u5411\u9884\u67e5&#xff08;lookahead&#xff09;\u5728\u4e0b\u4e00\u4e2a\u5df2\u77e5\u5b57\u6bb5\u540d\u5904\u622a\u65ad&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_field<\/span><span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> field<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    pattern <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">rf&#039;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>re<span class=\"token punctuation\">.<\/span>escape<span class=\"token punctuation\">(<\/span>field<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">[:&#xff1a;]\\\\s*(.*?)(?&#061;\\\\s*(?:\u6076\u610f\u5730\u5740|\u5173\u8054IP\u5730\u5740|\u5f52\u5c5e\u5730|\u5a01\u80c1\u7c7b\u578b|\u75c5\u6bd2\u5bb6\u65cf|\u63cf\u8ff0|\u653b\u51fb\u63cf\u8ff0)[:&#xff1a;]|\\\\Z)&#039;<\/span><\/span><br \/>\n    m <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span>pattern<span class=\"token punctuation\">,<\/span> block<span class=\"token punctuation\">,<\/span> re<span class=\"token punctuation\">.<\/span>S<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> clean_text<span class=\"token punctuation\">(<\/span>m<span class=\"token punctuation\">.<\/span>group<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> m <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;&#039;<\/span><\/p>\n<p>clean_text \u8d1f\u8d23\u6e05\u6d17&#xff1a;\u53bb\u6389 \\\\r\u3001\u5408\u5e76\u8fde\u7eed\u7a7a\u767d\u3001\u6d88\u9664\u4e2d\u6587\u6807\u70b9\u524d\u7684\u591a\u4f59\u7a7a\u683c&#xff0c;\u4fdd\u8bc1\u8f93\u51fa\u6574\u6d01\u3002<\/p>\n<h4>3.4 IP \u4e0e\u57df\u540d\u903b\u8f91<\/h4>\n<p>\u90e8\u5206\u8bb0\u5f55&#xff08;\u5982&#034;\u6076\u610f\u5730\u5740&#034;\u672c\u8eab\u662f IP \u7684\u6761\u76ee&#xff09;\u6ca1\u6709&#034;\u5173\u8054IP\u5730\u5740&#034;\u5b57\u6bb5&#xff0c;\u811a\u672c\u7528 is_ip() \u5224\u65ad\u5e76\u505a\u515c\u5e95&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">is_ip<\/span><span class=\"token punctuation\">(<\/span>addr<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">(<\/span>re<span class=\"token punctuation\">.<\/span>fullmatch<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#039;(?:\\\\d{1,3}\\\\.){3}\\\\d{1,3}&#039;<\/span><span class=\"token punctuation\">,<\/span> addr<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> ip <span class=\"token keyword\">and<\/span> is_ip<span class=\"token punctuation\">(<\/span>addr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    ip <span class=\"token operator\">&#061;<\/span> addr<br \/>\n    domain <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><br \/>\n<span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    domain <span class=\"token operator\">&#061;<\/span> addr <span class=\"token keyword\">if<\/span> addr <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><br \/>\n    ip <span class=\"token operator\">&#061;<\/span> ip <span class=\"token keyword\">if<\/span> ip <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><\/p>\n<p>\u5373&#xff1a;\u6076\u610f\u5730\u5740\u662f\u57df\u540d\u65f6&#xff0c;\u8f93\u51fa&#034;\u5173\u8054\u57df\u540d&#061;\u57df\u540d &#043; \u5173\u8054IP&#061;IP&#034;&#xff1b;\u6076\u610f\u5730\u5740\u672c\u8eab\u5c31\u662f IP \u65f6&#xff0c;\u8f93\u51fa&#034;\u5173\u8054\u57df\u540d&#061;\u65e0 &#043; \u5173\u8054IP&#061;\u8be5IP&#034;\u3002<\/p>\n<h4>3.5 \u8f93\u51fa\u4fdd\u5b58<\/h4>\n<p>\u6309\u56fa\u5b9a\u5b57\u6bb5\u987a\u5e8f\u5199\u51fa&#xff0c;\u8bb0\u5f55\u95f4\u4ee5\u7a7a\u884c\u5206\u9694&#xff0c;\u65b9\u4fbf\u4eba\u5de5\u9605\u8bfb\u548c\u540e\u7eed\u7a0b\u5e8f\u89e3\u6790&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">save_to_txt<\/span><span class=\"token punctuation\">(<\/span>records<span class=\"token punctuation\">,<\/span> output_path<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;\u6574\u7406\u7ed3\u679c.txt&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>output_path<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;w&#039;<\/span><span class=\"token punctuation\">,<\/span> encoding<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> f<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> i<span class=\"token punctuation\">,<\/span> r <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">enumerate<\/span><span class=\"token punctuation\">(<\/span>records<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;IP\u5730\u5740: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;IP\u5730\u5740&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5173\u8054\u57df\u540d: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5173\u8054\u57df\u540d&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># &#8230; \u5176\u4f59\u5b57\u6bb5<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> i <span class=\"token operator\">!&#061;<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>records<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>\u56db\u3001\u5e94\u7528\u573a\u666f<\/h3>\n<li>\u5a01\u80c1\u60c5\u62a5\u65e5\u5e38\u6574\u7406&#xff1a;\u6bcf\u671f\u901a\u62a5\u53d1\u5e03\u540e\u4e00\u952e\u63d0\u53d6&#xff0c;\u66ff\u4ee3\u4eba\u5de5\u590d\u5236\u7c98\u8d34&#xff0c;\u79d2\u7ea7\u751f\u6210\u7ed3\u6784\u5316\u6570\u636e\u3002<\/li>\n<li>\u6076\u610f IP \u7ba1\u7406\u7cfb\u7edf\u5165\u5e93&#xff1a;\u63d0\u53d6\u7ed3\u679c\u53ef\u4f5c\u4e3a\u7cfb\u7edf\u6570\u636e\u6e90\u3002\u5b9e\u9645\u4f7f\u7528\u4e2d&#xff0c;\u5df2\u5c06\u8f93\u51fa\u540c\u6b65\u5230\u6076\u610f IP \u7ba1\u7406\u7cfb\u7edf\u7ef4\u62a4\u7684 IP \u5217\u8868\u4e0e\u7ed3\u6784\u5316\u60c5\u62a5\u5e93&#xff08;\u6309 IP \u53bb\u91cd\u8ffd\u52a0&#xff0c;\u65e7\u6570\u636e\u4e0d\u8986\u76d6&#xff09;\u3002<\/li>\n<li>\u6279\u91cf\u5386\u53f2\u56de\u6eaf&#xff1a;\u7a0d\u4f5c\u6539\u9020\u5373\u53ef\u904d\u5386\u5386\u53f2\u901a\u62a5\u6587\u4ef6\u6279\u91cf\u63d0\u53d6&#xff0c;\u6c89\u6dc0\u5b8c\u6574\u7684\u5a01\u80c1\u60c5\u62a5\u5386\u53f2\u5e93\u3002<\/li>\n<li>\u4e8c\u6b21\u5206\u6790\u8f93\u5165&#xff1a;\u7ed3\u6784\u5316\u8f93\u51fa\u53ef\u4f5c\u4e3a\u5176\u4ed6\u5b89\u5168\u5de5\u5177\u3001\u811a\u672c\u6216\u6570\u636e\u5206\u6790\u6d41\u7a0b\u7684\u8f93\u5165&#xff08;\u5982\u7edf\u8ba1\u5bb6\u65cf\u5206\u5e03\u3001\u5f52\u5c5e\u5730\u5206\u5e03&#xff09;\u3002<\/li>\n<h3>\u4e94\u3001\u5b9e\u6218\u8e29\u5751\u4e0e\u4f18\u5316\u65b9\u5411<\/h3>\n<p>\u4ee5\u4e0b\u95ee\u9898\u5747\u6765\u81ea\u771f\u5b9e\u8fd0\u884c\u73af\u5883&#xff0c;\u53ef\u4f5c\u4e3a\u540e\u7eed\u8fed\u4ee3\u65b9\u5411&#xff1a;<\/p>\n<h4>5.1 \u5e8f\u53f7\u5b57\u7b26\u7f16\u7801\u4e0d\u4e00\u81f4\u5bfc\u81f4\u6f0f\u6761&#xff08;\u91cd\u8981&#xff09;<\/h4>\n<p>\u901a\u62a5 PDF \u5185\u5d4c\u5b57\u4f53\u5bf9\u90e8\u5206\u6c49\u5b57\u4f7f\u7528\u4e86\u5eb7\u7199\u90e8\u9996\u7801\u70b9&#xff08;U&#043;2F00 \u533a&#xff09;\u4e0e CJK \u90e8\u9996\u8865\u5145\u533a&#xff08;U&#043;2E80 \u533a&#xff09;&#xff0c;\u4f8b\u5982&#034;\u4e00\u3001\u4e8c\u3001\u516b\u3001\u5341&#034;\u88ab\u7f16\u7801\u4e3a \u2f00(U&#043;2F00)\u3001\u2f06(U&#043;2F06)\u3001\u2f0b(U&#043;2F0B)\u3001\u2f17(U&#043;2F17)&#xff0c;\u800c&#034;\u4e09\u3001\u56db\u3001\u4e94\u3001\u516d\u3001\u4e03\u3001\u4e5d&#034;\u662f\u666e\u901a\u6c49\u5b57&#xff08;U&#043;4E00 \u533a&#xff09;\u3002\u6b63\u5219 [\u4e00\u4e8c\u4e09\u56db\u4e94\u516d\u4e03\u516b\u4e5d\u5341] \u65e0\u6cd5\u5339\u914d\u90e8\u9996\u7801\u70b9&#xff0c;\u5bfc\u81f4\u4e00\u3001\u4e8c\u3001\u516b\u3001\u5341\u6761\u76ee\u88ab\u6574\u4f53\u8df3\u8fc7&#xff08;10 \u6761\u53ea\u63d0\u53d6\u51fa 6 \u6761&#xff09;\u3002<\/p>\n<p>\u4f18\u5316&#xff1a;\u63d0\u53d6\u6587\u672c\u540e\u505a\u90e8\u9996\u7801\u70b9\u5f52\u4e00\u5316&#xff0c;U&#043;2F00 \u533a\u7528 unicodedata.normalize(&#039;NFKC&#039;)&#xff0c;U&#043;2E80 \u8865\u5145\u533a&#xff08;\u5982 \u2ed4\u2192\u95e8\u3001\u2ee2\u2192\u9a6c&#xff09;\u624b\u52a8\u6620\u5c04&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> unicodedata<\/p>\n<p>KANGXI_SUPP <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;\u2ea0&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u6c11&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u2ed4&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u95e8&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u2ee2&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u9a6c&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u2ee5&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u9c7c&#039;<\/span><span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">norm_kangxi<\/span><span class=\"token punctuation\">(<\/span>s<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    out <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> ch <span class=\"token keyword\">in<\/span> s<span class=\"token punctuation\">:<\/span><br \/>\n        cp <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">ord<\/span><span class=\"token punctuation\">(<\/span>ch<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token number\">0x2F00<\/span> <span class=\"token operator\">&lt;&#061;<\/span> cp <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0x2FD5<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            out<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>unicodedata<span class=\"token punctuation\">.<\/span>normalize<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;NFKC&#039;<\/span><span class=\"token punctuation\">,<\/span> ch<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">elif<\/span> ch <span class=\"token keyword\">in<\/span> KANGXI_SUPP<span class=\"token punctuation\">:<\/span><br \/>\n            out<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>KANGXI_SUPP<span class=\"token punctuation\">[<\/span>ch<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            out<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>ch<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span>out<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u6ce8\u610f&#xff1a;\u4e0d\u8981\u5bf9\u6574\u4e2a\u6587\u672c\u76f4\u63a5 NFKC&#xff0c;\u5426\u5219\u5168\u89d2\u5192\u53f7\u3001\u5168\u89d2\u62ec\u53f7\u4f1a\u88ab\u534a\u89d2\u5316&#xff0c;\u7834\u574f\u539f\u6709\u6b63\u5219\u3002<\/p>\n<h4>5.2 \u9875\u7709\u9875\u811a\u6df7\u5165\u6b63\u6587<\/h4>\n<p>\u5fae\u4fe1\u6587\u7ae0\u5bfc\u51fa\u7684 PDF \u6bcf\u9875\u9876\u90e8\u6709\u9875\u7709&#xff08;\u65e5\u671f &#043; \u6807\u9898&#xff09;&#xff0c;\u5e95\u90e8\u6709\u9875\u811a&#xff08;\u516c\u4f17\u53f7\u94fe\u63a5 &#043; \u9875\u7801&#xff09;\u3002\u5b83\u4eec\u4f1a\u88ab extract_text() \u5f53\u6b63\u6587\u63d0\u53d6&#xff0c;\u7a7f\u63d2\u5728\u8de8\u9875\u8bb0\u5f55\u7684\u5b57\u6bb5\u4e4b\u95f4&#xff08;\u4f8b\u5982&#034;\u75c5\u6bd2\u5bb6\u65cf&#034;\u540e\u9762\u6df7\u5165 https:\/\/mp.weixin.qq.com\/&#8230; 1\/3&#xff09;\u3002<\/p>\n<p>\u4f18\u5316&#xff1a;\u9010\u884c\u8fc7\u6ee4&#xff0c;\u547d\u4e2d\u9875\u7709\/\u9875\u811a\u7279\u5f81\u7684\u884c\u76f4\u63a5\u4e22\u5f03&#xff1a;<\/p>\n<p><span class=\"token keyword\">if<\/span> re<span class=\"token punctuation\">.<\/span>fullmatch<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#039;https?:\/\/\\\\S&#043;\\\\s&#043;\\\\d&#043;\/\\\\d&#043;&#039;<\/span><span class=\"token punctuation\">,<\/span> s<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>   <span class=\"token comment\"># \u9875\u811a&#xff1a;\u94fe\u63a5&#043;\u9875\u7801<\/span><br \/>\n    <span class=\"token keyword\">continue<\/span><br \/>\n<span class=\"token keyword\">if<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#039;^\\\\d{4}\/\\\\d{1,2}\/\\\\d{1,2}\\\\s&#043;\\\\d{1,2}:\\\\d{2}\\\\s&#043;\u91cd\u70b9\u9632\u8303&#039;<\/span><span class=\"token punctuation\">,<\/span> s<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># \u9875\u7709<\/span><br \/>\n    <span class=\"token keyword\">continue<\/span><\/p>\n<h4>5.3 pdfminer \u7684 FontBBox \u8b66\u544a<\/h4>\n<p>\u8fd0\u884c\u65f6\u63a7\u5236\u53f0\u53ef\u80fd\u51fa\u73b0&#xff1a;<\/p>\n<p>Could not get FontBBox from font descriptor because None cannot be parsed as 4 floats<\/p>\n<p>\u8fd9\u662f pdfplumber \u5e95\u5c42 pdfminer.six \u89e3\u6790\u5b57\u4f53\u5143\u6570\u636e\u65f6\u7684\u975e\u81f4\u547d\u8b66\u544a&#xff08;\u8be5 PDF \u90e8\u5206\u5b57\u4f53\u63cf\u8ff0\u7b26\u7f3a\u5c11 FontBBox \u5b57\u6bb5&#xff09;&#xff0c;\u4e0d\u5f71\u54cd\u63d0\u53d6\u7ed3\u679c\u3002\u53ef\u5728\u811a\u672c\u5f00\u5934\u538b\u5236\u65e5\u5fd7&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> logging<br \/>\nlogging<span class=\"token punctuation\">.<\/span>getLogger<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;pdfminer&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>setLevel<span class=\"token punctuation\">(<\/span>logging<span class=\"token punctuation\">.<\/span>ERROR<span class=\"token punctuation\">)<\/span><\/p>\n<h4>5.4 \u5165\u5e93\u53bb\u91cd\u4e0e\u51b2\u7a81\u5904\u7406<\/h4>\n<p>\u5bf9\u63a5\u6076\u610f IP \u7ba1\u7406\u7cfb\u7edf\u65f6&#xff0c;\u5efa\u8bae\u6309 IP \u505a\u53bb\u91cd\u5408\u5e76&#xff1b;\u82e5 IP \u5df2\u5b58\u5728\u4f46\u5b57\u6bb5\u5185\u5bb9\u4e0d\u4e00\u81f4&#xff0c;\u4fdd\u7559\u65e7\u8bb0\u5f55\u5e76\u5355\u72ec\u4e0a\u62a5\u4eba\u5de5\u786e\u8ba4&#xff0c;\u907f\u514d\u8bef\u8986\u76d6\u5386\u53f2\u6570\u636e\u3002<\/p>\n<h3>\u516d\u3001\u5b8c\u6574\u4ee3\u7801<\/h3>\n<p><span class=\"token keyword\">import<\/span> re<br \/>\n<span class=\"token keyword\">from<\/span> pathlib <span class=\"token keyword\">import<\/span> Path<br \/>\n<span class=\"token keyword\">import<\/span> pdfplumber<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">clean_text<\/span><span class=\"token punctuation\">(<\/span>s<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    s <span class=\"token operator\">&#061;<\/span> s<span class=\"token punctuation\">.<\/span>replace<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\\\\r&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    s <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span>sub<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#039;\\\\s&#043;&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039; &#039;<\/span><span class=\"token punctuation\">,<\/span> s<span class=\"token punctuation\">)<\/span><br \/>\n    s <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span>sub<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#039;\\\\s&#043;([\u3001\u3002&#xff1b;&#xff1a;,&#xff0c;.])&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">r&#039;\\\\1&#039;<\/span><span class=\"token punctuation\">,<\/span> s<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> s<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_field<\/span><span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> field<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    pattern <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">rf&#039;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>re<span class=\"token punctuation\">.<\/span>escape<span class=\"token punctuation\">(<\/span>field<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">[:&#xff1a;]\\\\s*(.*?)(?&#061;\\\\s*(?:\u6076\u610f\u5730\u5740|\u5173\u8054IP\u5730\u5740|\u5f52\u5c5e\u5730|\u5a01\u80c1\u7c7b\u578b|\u75c5\u6bd2\u5bb6\u65cf|\u63cf\u8ff0|\u653b\u51fb\u63cf\u8ff0)[:&#xff1a;]|\\\\Z)&#039;<\/span><\/span><br \/>\n    m <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span>pattern<span class=\"token punctuation\">,<\/span> block<span class=\"token punctuation\">,<\/span> re<span class=\"token punctuation\">.<\/span>S<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> clean_text<span class=\"token punctuation\">(<\/span>m<span class=\"token punctuation\">.<\/span>group<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> m <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;&#039;<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">is_ip<\/span><span class=\"token punctuation\">(<\/span>addr<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">(<\/span>re<span class=\"token punctuation\">.<\/span>fullmatch<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#039;(?:\\\\d{1,3}\\\\.){3}\\\\d{1,3}&#039;<\/span><span class=\"token punctuation\">,<\/span> addr<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">extract_pdf_text<\/span><span class=\"token punctuation\">(<\/span>pdf_path<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    texts <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">with<\/span> pdfplumber<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>pdf_path<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> pdf<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> page <span class=\"token keyword\">in<\/span> pdf<span class=\"token punctuation\">.<\/span>pages<span class=\"token punctuation\">:<\/span><br \/>\n            text <span class=\"token operator\">&#061;<\/span> page<span class=\"token punctuation\">.<\/span>extract_text<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#034;&#034;<\/span><br \/>\n            texts<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>text<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span>texts<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">parse_records<\/span><span class=\"token punctuation\">(<\/span>raw_text<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    raw_text <span class=\"token operator\">&#061;<\/span> raw_text<span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u4e8c\u3001\u6392\u67e5\u65b9\u6cd5&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>    pattern <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">compile<\/span><span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token string\">r&#039;&#xff08;[\u4e00\u4e8c\u4e09\u56db\u4e94\u516d\u4e03\u516b\u4e5d\u5341]&#043;&#xff09;\u6076\u610f\u5730\u5740&#xff1a;.*?(?&#061;(?:&#xff08;[\u4e00\u4e8c\u4e09\u56db\u4e94\u516d\u4e03\u516b\u4e5d\u5341]&#043;&#xff09;\u6076\u610f\u5730\u5740&#xff1a;|\u4e8c\u3001\u6392\u67e5\u65b9\u6cd5|\u4e09\u3001\u5904\u7f6e\u5efa\u8bae|\\\\Z))&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        re<span class=\"token punctuation\">.<\/span>S<br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    blocks <span class=\"token operator\">&#061;<\/span> pattern<span class=\"token punctuation\">.<\/span>findall<span class=\"token punctuation\">(<\/span>raw_text<span class=\"token punctuation\">)<\/span><\/p>\n<p>    results <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> block <span class=\"token keyword\">in<\/span> blocks<span class=\"token punctuation\">:<\/span><br \/>\n        block <span class=\"token operator\">&#061;<\/span> clean_text<span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">)<\/span><\/p>\n<p>        addr <span class=\"token operator\">&#061;<\/span> get_field<span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u6076\u610f\u5730\u5740&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        ip <span class=\"token operator\">&#061;<\/span> get_field<span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u5173\u8054IP\u5730\u5740&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        location <span class=\"token operator\">&#061;<\/span> get_field<span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u5f52\u5c5e\u5730&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        threat <span class=\"token operator\">&#061;<\/span> get_field<span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u5a01\u80c1\u7c7b\u578b&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        family <span class=\"token operator\">&#061;<\/span> get_field<span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u75c5\u6bd2\u5bb6\u65cf&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        desc <span class=\"token operator\">&#061;<\/span> get_field<span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u63cf\u8ff0&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> get_field<span class=\"token punctuation\">(<\/span>block<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u653b\u51fb\u63cf\u8ff0&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> ip <span class=\"token keyword\">and<\/span> is_ip<span class=\"token punctuation\">(<\/span>addr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            ip <span class=\"token operator\">&#061;<\/span> addr<br \/>\n            domain <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            domain <span class=\"token operator\">&#061;<\/span> addr <span class=\"token keyword\">if<\/span> addr <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><br \/>\n            ip <span class=\"token operator\">&#061;<\/span> ip <span class=\"token keyword\">if<\/span> ip <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><\/p>\n<p>        results<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#039;IP\u5730\u5740&#039;<\/span><span class=\"token punctuation\">:<\/span> ip<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#039;\u5173\u8054\u57df\u540d&#039;<\/span><span class=\"token punctuation\">:<\/span> domain<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#039;\u5f52\u5c5e\u5730&#039;<\/span><span class=\"token punctuation\">:<\/span> location <span class=\"token keyword\">if<\/span> location <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#039;\u5a01\u80c1\u7c7b\u578b&#039;<\/span><span class=\"token punctuation\">:<\/span> threat <span class=\"token keyword\">if<\/span> threat <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#039;\u75c5\u6bd2\u5bb6\u65cf&#039;<\/span><span class=\"token punctuation\">:<\/span> family <span class=\"token keyword\">if<\/span> family <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#039;\u653b\u51fb\u63cf\u8ff0&#039;<\/span><span class=\"token punctuation\">:<\/span> desc <span class=\"token keyword\">if<\/span> desc <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;\u65e0&#039;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> results<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">save_to_txt<\/span><span class=\"token punctuation\">(<\/span>records<span class=\"token punctuation\">,<\/span> output_path<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;\u6574\u7406\u7ed3\u679c.txt&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>output_path<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;w&#039;<\/span><span class=\"token punctuation\">,<\/span> encoding<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> f<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> i<span class=\"token punctuation\">,<\/span> r <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">enumerate<\/span><span class=\"token punctuation\">(<\/span>records<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;IP\u5730\u5740: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;IP\u5730\u5740&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5173\u8054\u57df\u540d: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5173\u8054\u57df\u540d&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5f52\u5c5e\u5730: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5f52\u5c5e\u5730&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5a01\u80c1\u7c7b\u578b: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5a01\u80c1\u7c7b\u578b&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u75c5\u6bd2\u5bb6\u65cf: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u75c5\u6bd2\u5bb6\u65cf&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u653b\u51fb\u63cf\u8ff0: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>r<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u653b\u51fb\u63cf\u8ff0&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> i <span class=\"token operator\">!&#061;<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>records<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                f<span class=\"token punctuation\">.<\/span>write<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    pdf_file <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u91cd\u70b9\u9632\u8303\u5883\u5916\u6076\u610f\u7f51\u5740\u548c\u6076\u610fIP&#xff08;\u7eed\u4e8c\u5341\u4e00&#xff09;.pdf&#034;<\/span><br \/>\n    text <span class=\"token operator\">&#061;<\/span> extract_pdf_text<span class=\"token punctuation\">(<\/span>pdf_file<span class=\"token punctuation\">)<\/span><br \/>\n    records <span class=\"token operator\">&#061;<\/span> parse_records<span class=\"token punctuation\">(<\/span>text<span class=\"token punctuation\">)<\/span><br \/>\n    save_to_txt<span class=\"token punctuation\">(<\/span>records<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5b8c\u6210&#xff0c;\u5171\u63d0\u53d6 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