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style=\"color:#000000\">\u4e3b\u6d41\u591a\u8d26\u53f7\u7ba1\u7406\u6d4f\u89c8\u5668\u80fd\u529b\u5bf9\u7167\u8868&#xff08;\u516c\u5f00\u8d44\u6599\u6574\u7406&#xff0c;\u975e\u6027\u80fd\u6392\u540d&#xff09;<\/span><\/p>\n<table align=\"center\" border=\"1\" cellspacing=\"0\">\n<tbody>\n<tr>\n<td style=\"background-color:#e8eef7;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u4ea7\u54c1<\/span><\/p>\n<\/td>\n<td style=\"background-color:#e8eef7;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u9694\u79bb\u5b9e\u73b0\u8def\u7ebf<\/span><\/p>\n<\/td>\n<td style=\"background-color:#e8eef7;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u514d\u8d39\/\u5165\u95e8\u65b9\u6848<\/span><\/p>\n<\/td>\n<td style=\"background-color:#e8eef7;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u5b9a\u4ef7\u8d77\u70b9&#xff08;\u53c2\u8003&#xff09;<\/span><\/p>\n<\/td>\n<td style=\"background-color:#e8eef7;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u771f\u5b9e\u8bbe\u5907\u515c\u5e95<\/span><\/p>\n<\/td>\n<td style=\"background-color:#e8eef7;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6301\u7eed\u66f4\u65b0<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">MostLogin<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">Chromium\u5b9a\u5236\u5206\u652f&#043;\u81ea\u6709\u4e91\u624b\u673a<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u57fa\u7840\u72485\u7a97\u53e3\u5f53\u524d\u514d\u8d39<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u8fdb\u9636\u724820\u7a97\u53e3\u8d77<\/span>\u00a0<span style=\"color:#000000\">$<\/span><span style=\"color:#000000\">3<\/span><span style=\"color:#000000\">\/\u6708<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709&#xff08;\u4e91\u624b\u673aARM\u5b9e\u4f8b&#xff09;<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">Multilogin<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u5185\u6838\u7ea7\u5b9e\u73b0&#xff08;veteran\u5382\u5546&#xff09;<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0\u957f\u671f\u514d\u8d39<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6\u20ac24\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">AdsPower<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u4e3b\u6d41\u4ea7\u54c1&#xff0c;\u7528\u6237\u57fa\u6570\u5927<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709\u514d\u8d39\u6863<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6$9\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u90e8\u5206\u65b9\u6848<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">DolphinAnty<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u4e3b\u6d41\u4ea7\u54c1<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709\u514d\u8d39\u6863<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6$10\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">GoLogin<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709\u514d\u8d39\u6863<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u514d\u8d39\u6863\u53ef\u7528<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6$12\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">BitBrowser<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u56fd\u5185\u4ea7\u54c1<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709\u514d\u8d39\u6863<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6$10\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709&#xff08;\u4e91\u673a&#xff09;<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">VMLogin<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u56fd\u5185\u4ea7\u54c1<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709\u514d\u8d39\u6863<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6$15\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">OctoBrowser<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u5185\u6838\u7ea7&#xff0c;\u542f\u52a8\u5feb<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0\u957f\u671f\u514d\u8d39<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6\u20ac15\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">Incogniton<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u9690\u79c1\u5411<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709\u514d\u8d39\u6863<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6$11\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">IXBrowser<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u8f7b\u91cf<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6709\u514d\u8d39\u6863<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7ea6$9\/\u6708\u8d77<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:79.3000pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6d3b\u8dc3<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"color:#000000\">\u8fd9\u5f20\u8868\u60f3\u8bf4\u660e\u4e09\u4ef6\u4e8b\u3002<\/span><\/p>\n<ul>\n<li style=\"text-align:justify\"><span style=\"color:#000000\">\u9694\u79bb\u5b9e\u73b0\u8def\u7ebf\u6bd4&#034;\u6539\u4e86\u591a\u5c11\u9879\u53c2\u6570&#034;\u66f4\u5173\u952e&#xff0c;\u5185\u6838\u7ea7\u6216\u5b9a\u5236\u5206\u652f\u7684\u4ea7\u54c1\u5728\u53ef\u68c0\u6d4b\u6027\u4e0a\u666e\u904d\u4f18\u4e8e\u7eaf\u6ce8\u5165\u65b9\u6848\u3002<\/span><\/li>\n<li style=\"text-align:justify\"><span style=\"color:#000000\">\u514d\u8d39\u6863\u666e\u904d\u5b58\u5728&#xff0c;\u4f46\u514d\u8d39\u6863\u7684\u73af\u5883\u6570\u91cf\u53d7\u9650&#xff0c;\u771f\u6b63\u89c4\u6a21\u5316\u8981\u9760\u4ed8\u8d39\u65b9\u6848\u3002<\/span><\/li>\n<li style=\"text-align:justify\"><span style=\"color:#000000\">\u771f\u5b9e\u8bbe\u5907\u515c\u5e95\u76ee\u524d\u662f\u5c11\u6570\u4ea7\u54c1\u624d\u6709\u7684\u80fd\u529b&#xff0c;\u5bf9\u9ad8\u4ef7\u503c\u793e\u5a92\/\u5e7f\u544a\u8d26\u53f7\u503c\u5f97\u91cd\u70b9\u5173\u6ce8\u3002<\/span><\/li>\n<\/ul>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u518d\u6b21\u63d0\u9192&#xff1a;\u8fd9\u4e9b\u6570\u5b57\u6765\u81ea\u5404\u5382\u5546\u5b98\u7f51\u4e0e\u516c\u5f00\u8bc4\u6d4b\u7684\u6574\u7406&#xff0c;\u4f1a\u968f\u7248\u672c\u548c\u6c47\u7387\u53d8\u52a8&#xff0c;\u843d\u5730\u524d\u8bf7\u4ee5\u5b98\u7f51\u5b9e\u65f6\u62a5\u4ef7\u4e3a\u51c6\u3002\u4efb\u4f55\u628a&#034;\u5c01\u53f7\u7387&#034;\u5199\u6210\u786e\u5b9a\u6570\u503c\u7684\u5ba3\u4f20&#xff0c;\u90fd\u5efa\u8bae\u76f4\u63a5\u5212\u6389\u2014\u2014\u90a3\u65e2\u4e0d\u53ef\u9a8c\u8bc1&#xff0c;\u4e5f\u8fdd\u53cd\u5e7f\u544a\u771f\u5b9e\u6027\u539f\u5219\u3002<\/span><\/p>\n<h2><span style=\"color:#000000\">\u56db\u3001\u4e00\u5957\u80fd\u81ea\u5df1\u8dd1\u768430\/90\u5929\u8bc4\u4f30\u6cd5<\/span><\/h2>\n<p><span style=\"color:#000000\">4.1\u7528\u5feb\u7167diff\u786e\u8ba4&#034;\u9694\u79bb\u5b8c\u6574\u6027&#034;<\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u522b\u4fe1\u5382\u5546\u81ea\u8ff0&#xff0c;\u81ea\u5df1\u5b58\u5feb\u7167\u3002\u4e0b\u9762\u8fd9\u6bb5\u811a\u672c\u5728\u6bcf\u4e2a\u73af\u5883\u542f\u52a8\u540e\u5bfc\u51fa\u5173\u952e\u6307\u7eb9\u5b57\u6bb5&#xff0c;\u5b58\u6210JSON&#xff1b;\u9694\u4e00\u6bb5\u65f6\u95f4\u518d\u5bfc\u4e00\u6b21&#xff0c;diff\u770b\u662f\u5426\u4e00\u81f4\u3001\u8de8\u73af\u5883\u662f\u5426\u4e92\u5f02\u3002<\/span><\/p>\n<p><span style=\"color:#000000\">python\u73af\u5883\u5feb\u7167\u4e0e\u4e00\u81f4\u6027\u6821\u9a8c&#xff08;\u53ef\u5b9a\u671f\u8dd1&#xff0c;\u8f93\u51faJSON\u4f9bdiff&#xff09;<\/span><\/p>\n<p>importjson,os,subprocess,hashlib<\/p>\n<p>FIELDS&#061;[&#034;userAgent&#034;,&#034;platform&#034;,&#034;hardwareConcurrency&#034;,<\/p>\n<p>&#034;deviceMemory&#034;,&#034;timeZone&#034;,&#034;languages&#034;,<\/p>\n<p>&#034;screen.width&#034;,&#034;screen.height&#034;]<\/p>\n<p>defsnapshot(env_id):<\/p>\n<p>#\u8fd9\u91cc\u4ee5\u8c03\u7528\u672c\u5730CLI\/\u8c03\u8bd5\u63a5\u53e3\u4e3a\u4f8b&#xff0c;\u771f\u5b9e\u5b9e\u73b0\u6309\u4ea7\u54c1API\u8c03\u6574<\/p>\n<p>raw&#061;subprocess.check_output([&#034;mostlogin-cli&#034;,&#034;fingerprint&#034;,&#034;&#8211;env&#034;,env_id])<\/p>\n<p>data&#061;json.loads(raw)<\/p>\n<p>return{k:data.get(k)forkinFIELDS}<\/p>\n<p>defconsistency(env_ids):<\/p>\n<p>snaps&#061;{e:snapshot(e)foreinenv_ids}<\/p>\n<p>#\u8de8\u73af\u5883\u4e92\u5f02\u6027&#xff1a;\u4efb\u610f\u4e24\u73af\u5883\u6307\u7eb9\u54c8\u5e0c\u4e0d\u5e94\u76f8\u540c<\/p>\n<p>hashes&#061;{e:hashlib.md5(json.dumps(snaps[e],sort_keys&#061;True).encode()).hexdigest()<\/p>\n<p>foreinenv_ids}<\/p>\n<p>dup&#061;[(a,b)forainenv_idsforbinenv_idsifa&lt;bandhashes[a]&#061;&#061;hashes[b]]<\/p>\n<p>returnsnaps,dup<\/p>\n<p>if__name__&#061;&#061;&#034;__main__&#034;:<\/p>\n<p>ids&#061;[&#034;env_001&#034;,&#034;env_002&#034;,&#034;env_003&#034;]<\/p>\n<p>snaps,dup&#061;consistency(ids)<\/p>\n<p>os.makedirs(&#034;snapshots&#034;,exist_ok&#061;True)<\/p>\n<p>fore,sinsnaps.items():<\/p>\n<p>withopen(f&#034;snapshots\/{e}.json&#034;,&#034;w&#034;)asf:<\/p>\n<p>json.dump(s,f,indent&#061;2,ensure_ascii&#061;False)<\/p>\n<p>print(&#034;\u91cd\u590d\u73af\u5883\u5bf9:&#034;,dupifdupelse&#034;\u65e0&#xff08;\u9694\u79bb\u5b8c\u6574\u6027OK&#xff09;&#034;)<\/p>\n<h3><span style=\"color:#000000\">4.2 \u7528\u7559\u5b58\u7387\u4ee3\u66ff&#034;\u5c01\u53f7\u7387&#034;<\/span><\/h3>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u628a&#034;\u8d26\u53f7\u5b89\u5168\u8fd0\u8425&#034;\u91cf\u5316\u6210\u53ef\u8ffd\u8e2a\u7684\u6307\u6807&#xff1a;\u5728\u7b2c30\u5929\u3001\u7b2c90\u5929\u5206\u522b\u7edf\u8ba1&#034;\u4ecd\u5728\u6b63\u5e38\u8fd0\u8425\u7684\u73af\u5883\u5360\u6bd4&#034;\u3002\u4e0b\u9762\u8fd9\u6bb5\u662f\u4e2a\u6781\u7b80\u7684\u7559\u5b58\u7edf\u8ba1\u9aa8\u67b6&#xff0c;\u771f\u5b9e\u9879\u76ee\u91cc\u5e94\u63a5\u4f60\u4eec\u7684\u8d26\u53f7\u53f0\u8d26\u3002<\/span><\/p>\n<p><span style=\"color:#000000\">python30\/90\u5929\u8fd0\u8425\u7559\u5b58\u7edf\u8ba1&#xff08;\u66ff\u4ee3\u4e0d\u53ef\u9a8c\u8bc1\u7684&#034;\u5c01\u53f7\u7387&#034;&#xff09;<\/span><\/p>\n<p>fromcollectionsimportdefaultdict<\/p>\n<p>#status:active\/review\/restricted<\/p>\n<p>records&#061;{<\/p>\n<p>&#034;env_001&#034;:[(&#034;d0&#034;,&#034;active&#034;),(&#034;d30&#034;,&#034;active&#034;),(&#034;d90&#034;,&#034;active&#034;)],<\/p>\n<p>&#034;env_002&#034;:[(&#034;d0&#034;,&#034;active&#034;),(&#034;d30&#034;,&#034;review&#034;),(&#034;d90&#034;,&#034;active&#034;)],<\/p>\n<p>&#034;env_003&#034;:[(&#034;d0&#034;,&#034;active&#034;),(&#034;d30&#034;,&#034;active&#034;),(&#034;d90&#034;,&#034;restricted&#034;)],<\/p>\n<p>}<\/p>\n<p>defretention(day):<\/p>\n<p>total&#061;len(records)<\/p>\n<p>ok&#061;sum(1forrinrecords.values()ifdict(r).get(day)&#061;&#061;&#034;active&#034;)<\/p>\n<p>returnok\/total<\/p>\n<p>fordin(&#034;d30&#034;,&#034;d90&#034;):<\/p>\n<p>print(f&#034;{d}\u6b63\u5e38\u8fd0\u8425\u7559\u5b58\u7387&#061;{retention(d):.0%}&#034;)<\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u5f53\u4f60\u7684\u6837\u672c\u91cf\u8db3\u591f&#xff08;\u51e0\u5341\u4e2a\u4ee5\u4e0a\u73af\u5883&#xff09;&#xff0c;\u4e0d\u540c\u4ea7\u54c1\u4e4b\u95f4\u7684\u7559\u5b58\u66f2\u7ebf\u5dee\u5f02\u4f1a\u81ea\u7136\u663e\u73b0\u3002\u8fd9\u6bd4\u4efb\u4f55\u5382\u5546\u7ed9\u7684&#034;\u5c01\u53f7\u7387&#034;\u6570\u5b57\u90fd\u53ef\u4fe1&#xff0c;\u56e0\u4e3a\u5b83\u662f\u4f60\u81ea\u5df1\u7684\u4e1a\u52a1\u6570\u636e\u3002<\/span><\/p>\n<h2><span style=\"color:#000000\">\u4e94\u3001\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u4e24\u5757&#xff1a;\u7f51\u7edc\u5c42\u7eaa\u5f8b\u4e0e\u7248\u672c\u66f4\u65b0\u8282\u594f<\/span><\/h2>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u524d\u9762\u8bb2\u7684\u90fd\u662f\u6d4f\u89c8\u5668\u672c\u8eab&#xff0c;\u4f46\u73af\u5883\u9694\u79bb\u662f\u4e2a&#034;\u6728\u6876&#034;\u2014\u2014\u7f51\u7edc\u5c42\u6f0f\u4e86&#xff0c;\u524d\u9762\u505a\u5f97\u518d\u597d\u4e5f\u767d\u642d\u3002\u8fd9\u91cc\u5217\u4e24\u4e2a\u65b0\u624b\u6700\u5bb9\u6613\u7ffb\u8f66\u3001\u5374\u5f88\u5c11\u88ab\u5382\u5546\u91cd\u70b9\u63d0\u9192\u7684\u70b9\u3002<\/span><\/p>\n<h3><span style=\"color:#000000\">5.1 \u7f51\u7edc\u5c42&#xff1a;IP\u3001DNS\u3001WebRTC\u8981\u7ed1\u5b9a\u5230\u540c\u4e00\u4e2a\u73af\u5883<\/span><\/h3>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u5f88\u591a\u56e2\u961f\u7684\u6545\u969c&#xff0c;\u6839\u56e0\u5728IP\u800c\u4e0d\u5728\u6307\u7eb9\u3002\u5e38\u89c1\u9519\u8bef\u6709\u4e09\u79cd&#xff1a;<\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u4e00\u662f\u591a\u4e2a\u73af\u5883\u5171\u7528\u540c\u4e00\u4e2a\u6570\u636e\u4e2d\u5fc3IP&#xff0c;\u5e73\u53f0\u4e00\u773c\u770b\u51fa&#034;\u540c\u51fa\u5904&#034;&#xff1b;<\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u4e8c\u662fIP\u5730\u533a\u548c\u73af\u5883\u91cc\u7684\u65f6\u533a\u3001\u8bed\u8a00\u5bf9\u4e0d\u4e0a&#xff08;\u6bd4\u5982IP\u5728\u5fb7\u56fd\u4f46\u65f6\u533a\u662fAsia\/Shanghai&#xff09;&#xff1b;<\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u4e09\u662fWebRTC\u6cc4\u9732\u4e86\u771f\u5b9e\u672c\u5730IP&#xff0c;\u524d\u9762\u6539\u5f97\u518d\u5e72\u51c0\u4e5f\u88ab\u4e00\u79d2\u51fb\u7a7f\u3002<\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u6b63\u786e\u7684\u505a\u6cd5\u662f\u6bcf\u4e2a\u73af\u5883\u7ed1\u5b9a\u4e00\u6761\u72ec\u7acb\u7684\u4f4f\u5b85\u6216\u5408\u89c4\u4ee3\u7406IP&#xff0c;\u4e14IP\u5f52\u5c5e\u5730\u3001\u65f6\u533a\u3001\u7cfb\u7edf\u8bed\u8a00\u4e09\u8005\u4e00\u81f4&#xff1b;\u540c\u65f6\u5173\u95ed\u6216\u63a5\u7ba1WebRTC&#xff0c;\u907f\u514d\u771f\u5b9e\u5730\u5740\u5916\u6cc4\u3002<\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u4e0b\u9762\u8fd9\u6bb5\u662f\u542f\u52a8\u524d\u7684\u7f51\u7edc\u5c42\u81ea\u68c0\u6e05\u5355\u3002<\/span><\/p>\n<p style=\"margin-left:21.2500pt\"><span style=\"color:#000000\">IP\u4e0e\u8eab\u4efd\u4e00\u81f4<\/span><span style=\"color:#000000\">&#xff1a;IP\u56fd\u5bb6\/\u5730\u533a&#061;\u65f6\u533a&#061;\u7cfb\u7edf\u8bed\u8a00&#xff0c;\u4e09\u8005\u5bf9\u9f50\u3002<\/span><\/p>\n<p style=\"margin-left:21.2500pt\"><span style=\"color:#000000\">\u4e00\u73af\u5883\u4e00IP<\/span><span style=\"color:#000000\">&#xff1a;\u7edd\u4e0d\u591a\u4e2a\u73af\u5883\u5171\u4eab\u540c\u4e00\u6761\u51fa\u53e3&#xff0c;\u9ad8\u4ef7\u503c\u8d26\u53f7\u4f18\u5148\u4f4f\u5b85\/\u5408\u89c4\u79fb\u52a8\u7f51\u7edc\u3002<\/span><\/p>\n<p style=\"margin-left:21.2500pt\"><span style=\"color:#000000\">WebRTC\u63a5\u7ba1<\/span><span style=\"color:#000000\">&#xff1a;\u5728\u6d4f\u89c8\u5668\u5c42\u7981\u7528\u6216\u66ff\u6362WebRTC\u5019\u9009&#xff0c;\u907f\u514d\u771f\u5b9e\u5185\u7f51\u5730\u5740\u6cc4\u9732\u3002<\/span><\/p>\n<p style=\"margin-left:21.2500pt\"><span style=\"color:#000000\">DNS\u4e0d\u77db\u76fe<\/span><span style=\"color:#000000\">&#xff1a;DNS\u89e3\u6790\u51fa\u53e3\u4e0eIP\u5f52\u5c5e\u5730\u4e00\u81f4&#xff0c;\u522b\u51fa\u73b0IP\u5728\u7f8e\u56fd\u3001DNS\u89e3\u6790\u8d70\u65b0\u52a0\u5761\u7684\u60c5\u51b5\u3002<\/span><\/p>\n<h3><span style=\"color:#000000\">5.2 \u7248\u672c\u8282\u594f&#xff1a;Chromium\u5927\u7248\u672c\u8ddf\u4e0d\u8ddf\u5f97\u4e0a<\/span><\/h3>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u5e73\u53f0\u7684\u98ce\u63a7SDK\u662f\u8ddf\u7740\u771f\u5b9e\u6d4f\u89c8\u5668\u751f\u6001\u8d70\u7684\u3002\u5982\u679c\u4e00\u6b3e\u4ea7\u54c1\u957f\u671f\u505c\u7559\u5728\u67d0\u4e2a\u8001\u65e7Chromium\u7248\u672c&#xff0c;\u800c\u771f\u5b9e\u7528\u6237\u65e9\u5df2\u5347\u7ea7&#xff0c;\u4f60\u7684\u73af\u5883\u5728&#034;\u7248\u672c\u5206\u5e03&#034;\u8fd9\u9879\u7edf\u8ba1\u4e0a\u5c31\u4f1a\u53d8\u6210\u79bb\u7fa4\u70b9\u3002<\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u6240\u4ee5\u9009\u578b\u65f6\u8981\u628a&#034;Chromium\u5927\u7248\u672c\u66f4\u65b0\u8282\u594f&#034;\u4e5f\u7eb3\u5165\u8bc4\u4f30\u2014\u2014\u6d3b\u8dc3\u7ef4\u62a4\u3001\u80fd\u7d27\u8ddf\u4e0a\u6e38\u5b89\u5168\u66f4\u65b0\u7684\u4ea7\u54c1&#xff0c;\u957f\u671f\u66f4\u7a33\u3002<\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"color:#000000\">\u628a\u7f51\u7edc\u5c42\u548c\u7248\u672c\u8282\u594f\u52a0\u8fdb\u6765&#xff0c;\u5b8c\u6574\u7684\u8bc4\u4f30\u7ef4\u5ea6\u5c31\u8865\u9f50\u4e86\u3002\u4e0b\u9762\u8fd9\u5f20\u8868\u662f\u524d\u9762\u88681\u7684\u5ef6\u4f38&#xff0c;\u628a\u7f51\u7edc\u5c42\u4e0e\u7ef4\u62a4\u8282\u594f\u4e00\u5e76\u5217\u51fa&#xff0c;\u65b9\u4fbf\u4f60\u505a\u52a0\u6743\u6253\u5206\u3002<\/span><\/p>\n<p><span style=\"color:#000000\">\u88681 \u9009\u578b\u52a0\u6743\u7ef4\u5ea6\u53c2\u8003&#xff08;\u6ee1\u52065\u5206&#xff0c;\u6309\u4e1a\u52a1\u6743\u91cd\u81ea\u884c\u8c03\u6574&#xff09;<\/span><\/p>\n<table align=\"center\" border=\"1\" cellspacing=\"0\">\n<tbody>\n<tr>\n<td style=\"background-color:#e8eef7;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u8bc4\u4f30\u7ef4\u5ea6<\/span><\/p>\n<\/td>\n<td style=\"background-color:#e8eef7;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u6743\u91cd\u5efa\u8bae<\/span><\/p>\n<\/td>\n<td style=\"background-color:#e8eef7;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u770b\u4ec0\u4e48<\/span><\/p>\n<\/td>\n<td style=\"background-color:#e8eef7;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u4e00\u7968\u5426\u51b3\u9879<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"vertical-align:top;width:118.9500pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">\u9694\u79bb\u5b9e\u73b0\u8def\u7ebf<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u9ad8<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u5185\u6838\u7ea7\/\u5b9a\u5236\u5206\u652f\u4f18\u4e8e\u7eaf\u6ce8\u5165<\/span><\/p>\n<\/td>\n<td style=\"vertical-align:top;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u7eafJS\u6ce8\u5165\u4e14\u65e0\u5185\u6838\u6539\u5199\u7684\u8c28\u614e<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"background-color:#fafbfd;width:118.9500pt\">\n<p style=\"text-align:left\"><span style=\"color:#000000\">\u72b6\u6001\u56fa\u5316<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u9ad8<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u91cd\u542f\u540e\u6307\u7eb9\u662f\u5426\u4e00\u81f4<\/span><\/p>\n<\/td>\n<td style=\"background-color:#fafbfd;width:118.9500pt\">\n<p style=\"text-align:center\"><span style=\"color:#000000\">\u65e0\u6cd5\u56fa\u5316\u3001\u6bcf\u6b21\u968f\u673a\u7684\u5426\u51b3<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"vertical-align:top;width:118.9500pt\">\n<p style=\"text-align:left\"><span 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