【JS 逆向学习】【条记】04-JS 逆向之字体反爬

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藏宝库编辑 2024-10-6 14:01:32 141 0 来自 中国
声明

本文章内容仅供学习互换,抓包内容、敏感网址、数据接口均已做脱敏处置处罚,严禁用于贸易用途和非法用途,否则由此产生的统统结果均与作者无关,如有侵权,请接洽我立刻删除!
工具&环境

pycharm:开放工具 2019.2
chrome:欣赏器
python:3.7.4
node:v12.14.1
逆向目的

主页:aHR0cHM6Ly93d3cuZ3VhemkuY29tL2J1eQ==get接口: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偏重字体解析,不筹划请求参数如何天生。以是http请求用到的参数、headers、cookie等均直接从chrome 中copy。

1.png 原理

常见的字体格式包罗:ttf、eot、woff
先看看字体时如何动态价值-js(设置)加载字体
function loadFont(obj) {        if (document.fonts && !checkFont(obj.cssValue)) {          const fontFace = new FontFace(obj.cssValue, `local('${obj.cssValue}'),url('${obj.url}')`);          fontFace.load().then(font => document.fonts.add(font));        }      }       function checkFont(name) {        const values = document.fonts.values();        let isHave = false;        let item = values.next();        while (!item.done && !isHave) {          let fontFace = item.value;          if (fontFace.family === name) {            isHave = true;          }          return isHave;        }      }loadFont({url:'字体路径',cssValue:'字体名字'})// css 部分{font-family: 字体名字}征象

网络请求返回一些奇怪的字符:"road_haul":".万公里"" 、或 “"first_pay":".万"” 、或 “"price":".万"”
着实就是公里数、首付金额、代价等采取“&#”开始的font更换
奇怪的*.
<span分析过程

取消字体后,无法正常表现
3.png 在网页源码中通过关键字「 gzfont 」实行查找字体的实际 URL 地点,没有找到,那么字体应该时动态价值进来的
全文搜刮:document.fonts.add
#字体下载地点aHR0cHM6Ly9vc3MuZ3VhemkuY29tL2d6aW0vZWI3YjdhNjctZmQwMC00NjA3LTlmZjAtOGI3NjEzMjcyZTQxLndvZmYy然后在 PC 上利用软件 FontCreator 打开查察
price: "&#57808;&#58928;.&#58149;&#58928;万"price: 28.58万"  road_haul:1.5万公里                          first_pay: 1.05万                                price:8.40比如 59246 十六进制e76e 对应数字1  58149 十六进制 e325 对应数字5  59854 十六进制 e9ce 对应数字0  58928 十六进制 e630 对应数字8  59537 十六进制 e891 对应数字4  57808 十六进制 e1d0 对应数字2为字体编写映射,及转换函数

python 需要安装如下模块
pip3 install fonttools # 字体模块pip3 install Brotli #字体模块需要依靠的模块# 字体映射关系# PS:由于字体数目很少,以是可以直接写死字体的映射关系font_relation_map = {    'uniE9CE': 0,    'uniE76E': 1,    'uniE1D0': 2,    'uniEAF2': 3,    'uniE891': 4,    'uniE325': 5,    'uniE41D': 6,    'uniE52E': 7,    'uniE630': 8,    'uniEC4C': 9}def get_font_map():    """    获取字体映射关系    :return:    """    font = TTFont(r'oss.guazi.com.woff2')    # 字体文件转为xml文件    # font.saveXML(r"font.xml")    font_map = font.getBestCmap()    font.close()    # print(font_map)    new_font_map = {}    # 遍历字典,重新构成一个新的映射字典    for index, key in enumerate(font_map):        value = font_map[key]  #key = 57808 value = 'uniE1D0'  ;此中可以是10进制,value是uni+十六进制        # 捕捉非常        try:            temp = font_relation_map[value]  #value = 57808 是十六进制,转换为woff2字体中对应的 {int}2        except:            temp = ''        if temp != '':            # 根据相应结果中字体反爬数据格式,将键值前面添加字符串&#,用于匹配            new_font_map['&#' + str(key) + ";"] = temp    return new_font_mappython代码

import requestsfrom fontTools.ttLib import TTFont # pip3 install fonttoolsheaders = {    # "Host": "www.guazi.com",    "Accept-Encoding": "gzip, deflate, br",    "Connection": "keep-alive",    "authority": "mapi.guazi.com",    "Accept": "application/json, text/plain, */*'",    "origin": "https://www.guazi.com",    "referer": "https://www.guazi.com/",    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/103.0.0.0 Safari/537.36",    "verify-token": "442e12976b5d4b1de9550c0ad24fc124'"}payload = {    "osv": "Unknown",    "tag": "-1",    "priceRange": "0,-1",    "page": "1",    "pageSize": "20",    "city": "12",    "guazi_city": "12",    "platfromSource": "1",    "page": "wap",    "versionId": "0.0.0.0",    "sourceFrom": "wap",    "deviceId": "1",    "page": "594d9d81-5d18-43f1-bb66-7423325725bd",}url = "https://mapi.guazi.com/car-source/carList/pcList"# 字体映射关系# PS:由于字体数目很少,以是可以直接写死字体的映射关系font_relation_map = {    'uniE9CE': 0,    'uniE76E': 1,    'uniE1D0': 2,    'uniEAF2': 3,    'uniE891': 4,    'uniE325': 5,    'uniE41D': 6,    'uniE52E': 7,    'uniE630': 8,    'uniEC4C': 9}def get_font_map():    """    获取字体映射关系    :return:    """    font = TTFont(r'oss.guazi.com.woff2')    # 字体文件转为xml文件    # font.saveXML(r"font.xml")    font_map = font.getBestCmap()    font.close()    # print(font_map)    new_font_map = {}    # 遍历字典,重新构成一个新的映射字典    for index, key in enumerate(font_map):        value = font_map[key]  #key = 57808 value = 'uniE1D0'  ;此中可以是10进制,value是uni+十六进制        # 捕捉非常        try:            temp = font_relation_map[value]  #value = 57808 是十六进制,转换为woff2字体中对应的 {int}2        except:            temp = ''        if temp != '':            # 根据相应结果中字体反爬数据格式,将键值前面添加字符串&#,用于匹配            new_font_map['&#' + str(key) + ";"] = temp    return new_font_mapdef get_car_list():    url_with_param = 'https://mapi.guazi.com/car-source/carList/pcList?osv=Unknown&minor=&sourceType=&ec_buy_car_list_ab=&location_city=&district_id=&tag=-1&license_date=&auto_type=&driving_type=&gearbox=&road_haul=&air_displacement=&emission=&car_color=&guobie=&bright_spot_config=&seat=&fuel_type=&order=&priceRange=0,-1&tag_types=&diff_city=&intention_options=&initialPriceRange=&monthlyPriceRange=&transfer_num=&car_year=&carid_qigangshu=&carid_jinqixingshi=&cheliangjibie=&page=1&pageSize=20&city_filter=12&city=12&guazi_city=12&qpres=&platfromSource=wap&versionId=0.0.0.0&sourceFrom=wap&deviceId=594d9d81-5d18-43f1-bb66-7423325725bd'    response = requests.get(url_with_param, headers=headers)    ret_json = response.text    #如果网络请求厘革,着之间用下面替换    #ret_json = "{\"code\":0,\"msg\":\"乐成\",\"data\":{\"page\":1,\"totalPage\":80,\"total\":14476,\"total_desc\":\"共为您找到14476辆车\",\"lastTime\":1658998221,\"currentTime\":1658998221830,\"postList\":[{\"title\":\"北京BJ40 2019款 PLUS 2.3T 自动四驱尊享版 国VI\",\"puid\":3015688570,\"clue_id\":119647232,\"license_date\":\"2019年\",\"road_haul\":\"&#58149;.&#58397;万公里\",\"thumb_img\":\"https://image1.guazistatic.com/qn220728133610029fde6ec8cae7e767658f034a5b32b5.jpg?imageView2/1/w/280/h/210/q/88\",\"sale_type\":0,\"first_pay\":\"&#58397;.&#59537;&#59854;万\",\"title_tags\":[],\"new_post\":\"1\",\"car_city_name\":\"0\",\"city_name\":\"\",\"is_3d\":0,\"image_list\":[\"https://image.guazistatic.com/gz01220728/13/36/69b465f596f56b024d2e2c3627e3c9fd.jpg@base@tag=imgScale&q=88&c=1&w=600&h=400&m=2\",\"https://image1.guazistatic.com/qn22072813360941fd7494541e39484500a4eb74fd49c0.jpg?imageView2/1/w/600/h/400/q/88\",\"https://image1.guazistatic.com/qn220728133610029fde6ec8cae7e767658f034a5b32b5.jpg?imageView2/1/w/600/h/400/q/88\",\"https://image1.guazistatic.com/qn220728133611aa3c871ba3b45e8d8a094db785f1ef29.jpg?imageView2/1/w/600/h/400/q/88\",\"https://image.guazistatic.com/gz01220728/13/36/354b89311c7c55dc14ecf118a2573495.jpg@base@tag=imgScale&q=88&c=1&w=600&h=400&m=2\"],\"is_collected\":0,\"url\":\"guazi://openapi/openWebview?url=https%3A%2F%2Fm.guazi.com%2Fdetail%3FclueId%3D119647232%26hideTitlebar%3D1%26tk_s_from%3D1%26cpc_ad%3D-1%26ad_location%3Dzero%26rank%3D1%26qpres%3D565762179031552000%26storeId%3D2028896\",\"wapUrl\":\"https://m.guazi.com/detail?clueId=119647232&hideTitlebar=1&tk_s_from=1\",\"tracking_tag\":\"es\",\"price\":\"&#58397;&#58928;.&#58670;&#59246;万\",\"trackingPrice\":129800,\"hot_params\":[],\"tags\":{},\"cpc_ad_tracking\":\"ad=-1@rank=1@conditions=565762179031552000@carId=119647232@storeId=2028896\",\"is_vr\":0,\"titleIcon\":{},\"functionTags\":[],\"productStatus\":10,\"car_type\":0,\"carSourceStatus\":0,\"car_status\":0,\"backgroundType\":0,\"actionButton\":{\"type\":1},\"service_tracking_info\":\"{\\\"list_filter\\\":\\\"0\\\",\\\"bangdang\\\":\\\"0\\\",\\\"price\\\":\\\"129800\\\",\\\"is_discount\\\":\\\"0\\\"}\"},{\"title\":\"标致4008 2017款 350THP 精英版\",\"puid\":3014434202,\"clue_id\":112133058,\"license_date\":\"2017年\",\"road_haul\":\"&#59537;.&#58670;万公里\",\"thumb_img\":\"https://image.guazistatic.com/gz01210929/13/20/ab51e125e02da16e3c0e69980ca9f359.jpg@base@tag=imgScale&q=88&c=1&w=280&h=210&m=2\",\"sale_type\":1,\"first_pay\":\"&#58397;.&#58928;&#58149;万\",\"title_tags\":[{\"text\":\"自营\",\"color\":\"#FFFFFF\",\"background-color\":\"#E7C17A\"}],\"new_post\":\"0\",\"car_city_name\":\"0\",\"city_name\":\"\",\"is_3d\":0,\"image_list\":[\"https://image.guazistatic.com/gz01210929/13/20/ab51e125e02da16e3c0e69980ca9f359.jpg@base@tag=imgScale&q=88&c=1&w=600&h=400&m=2\",\"https://image1.guazistatic.com/qn210929132051d583df21239ae4a65e45c25962b53ee3.jpg?imageView2/1/w/600/h/400/q/88\",\"https://image.guazistatic.com/gz01210929/13/20/d8ffd4763591dfcdd9d82f526701db1f.jpg@base@tag=imgScale&q=88&c=1&w=600&h=400&m=2\",\"https://image1.guazistatic.com/qn2109291320554ccbce4cc75b6147d7fcbb45976841f7.jpg?imageView2/1/w/600/h/400/q/88\",\"https://image1.guazistatic.com/qn210929132058caea79d23020e64504b7e61c1de4ab4c.jpg?imageView2/1/w/600/h/400/q/88\"],\"is_collected\":0,\"url\":\"guazi://openapi/openWebview?url=https%3A%2F%2Fm.guazi.com%2Fdetail%3FclueId%3D112133058%26hideTitlebar%3D1%26tk_s_from%3D0%26cpc_ad%3D-1%26ad_location%3Dzero%26rank%3D2%26qpres%3D565762179031552000\",\"wapUrl\":\"https://m.guazi.com/detail?clueId=112133058&hideTitlebar=1&tk_s_from=0\",\"tracking_tag\":\"es\",\"price\":\"&#59246;.&#60492;&#58397;万\",\"trackingPrice\":86100,\"hot_params\":[],\"tags\":{},\"icon\":\"https://image1.guazistatic.com/qn200925160735ebd3dd58fea6d50fc5d0ab7de9fa39d3.png\",\"video_icon\":\"https://image1.guazistatic.com/qn21051114062410d41a81875633fb1e08175cd060f050.png\",\"new_video_icon\":\"https://image1.guazistatic.com/qn21051114062410d41a81875633fb1e08175cd060f050.png\",\"cpc_ad_tracking\":\"ad=-1@rank=2@conditions=565762179031552000@carId=112133058\",\"is_vr\":1,\"titleIcon\":{\"icon\":\"https://image1.guazistatic.com/qn2112071714171391ec1e6a36820547aefd13f5258847.png\",\"iconHeight\":36,\"iconWidth\":68},\"functionTags\":[],\"productStatus\":10,\"car_type\":0,\"carSourceStatus\":0,\"car_status\":0,\"backgroundType\":0,\"actionButton\":{\"type\":1},\"service_tracking_info\":\"{\\\"list_filter\\\":\\\"0\\\",\\\"bangdang\\\":\\\"0\\\",\\\"price\\\":\\\"86100\\\",\\\"is_discount\\\":\\\"1\\\"}\",\"price_extra_desc\":\"券后价\",\"price_extra_bg\":\"https://image1.guazistatic.com/qn220324195126469b76bd6acf6599b1605f364c3db4f0.png\"},{\"title\":\"疾驰CLA级 2015款 CLA 200(进口)\",\"puid\":3015670235,\"clue_id\":119558292,\"license_date\":\"2015年\",\"road_haul\":\"&#57808;.&#58397;万公里\",\"thumb_img\":\"https://image.guazistatic.com/gz01220724/13/20/224ab3c1986f8e1b78df21d80a08f45c.jpg@base@tag=imgScale&q=88&c=1&w=280&h=210&m=2\",\"sale_type\":0,\"first_pay\":\"&#58397;.&#60492;&#60492;万\",\"title_tags\":[],\"new_post\":\"0\",\"car_city_name\":\"0\",\"city_name\":\"\",\"is_3d\":0,\"image_list\":[\"https://image.guazistatic.com/gz01220724/13/20/93c8645447ac211acc560ffe5825d9df.jpg@base@tag=imgScale&q=88&c=1&w=600&h=400&m=2\",\"https://image.guazistatic.com/gz01220724/13/20/224ab3c1986f8e1b78df21d80a08f45c.jpg@base@tag=imgScale&q=88&c=1&w=600&h=400&m=2\",\"https://image1.guazistatic.com/qn2207241320565580ae9b023a701a984641501aba3ae1.jpg?imageView2/1/w/600/h/400/q/88\",\"https://image1.guazistatic.com/qn220724132059feb5e69c18b6df2c875c77217a39fd7c.jpg?imageView2/1/w/600/h/400/q/88\",\"https://image.guazistatic.com/gz01220724/13/21/8008649978d25ed7c78e374577a380ff.jpg@base@tag=imgScale&q=88&c=1&w=600&h=400&m=2\"],\"is_collected\":0,\"url\":\"guazi://openapi/openWebview?url=https%3A%2F%2Fm.guazi.com%2Fdetail%3FclueId%3D119558292%26hideTitlebar%3D1%26tk_s_from%3D1%26cpc_ad%3D-1%26ad_location%3Dzero%26rank%3D3%26qpres%3D565762179031552000%26storeId%3D20739\",\"wapUrl\":\"https://m.guazi.com/detail?clueId=119558292&hideTitlebar=1&tk_s_from=1\",\"tracking_tag\":\"es\",\"price\":\"&#58397;&#58149;.&#59537;&#59854;万\",\"trackingPrice\":145000,\"buyOutPrice\":\"14.99万\",\"hot_params\":[],\"tags\":{},\"cpc_ad_tracking\":\"ad=-1@rank=3@conditions=565762179031552000@carId=119558292@storeId=20739\",\"is_vr\":0,\"titleIcon\":{},\"functionTags\":[],\"productStatus\":10,\"car_type\":0,\"carSourceStatus\":0,\"car_status\":0,\"backgroundType\":0,\"actionButton\":{\"type\":1},\"service_tracking_info\":\"{\\\"list_filter\\\":\\\"0\\\",\\\"bangdang\\\":\\\"0\\\",\\\"price\\\":\\\"145000\\\",\\\"is_discount\\\":\\\"0\\\"}\"},{\"title\":\"广汽新能源 传祺GE3 2018款 530 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style=\\\"font-size:18px; color:#303741; font-familyingFangSC-Medium; font-weight:bold;\\\">相关车源</span>\",\"recommend\":[],\"event_tracking\":{\"qpres\":\"565762179031552000\",\"cpres\":\"search cpres\",\"expids\":\"{predictor_id=0, ranker_id=0, retriever_id=0, rank_sorter_id=0, rewriter_id=0}\"},\"recommendId\":\"24e68194-2867-42fe-bcff-5be9d0b756db\",\"productCenterAb\":\"B\",\"ext\":\"{\\\"list_tag_expansion\\\":\\\"A\\\"}\",\"insertList\":[],\"aidInfos\":[]},\"message\":\"乐成\"}"    print(ret_json)    # recharge_res = requests.get(url, params=payload, headers=headers)    # recharge_res = requests.get(url, params=json.dumps(payload), headers=headers)    # print(recharge_res.text)    ret_new_foot_map = get_font_map()    # print(ret_new_foot_map)  # {'&#57808;': 2, '&#58149;': 5, '&#58397;': 6, '&#58670;': 7, '&#58928;': 8, '&#59246;': 1, '&#59537;': 4, '&#59854;': 0, '&#60146;': 3, '&#60492;': 9}    # 全局更换    for key, value in ret_new_foot_map.items():        if key in ret_json:            ret_json = ret_json.replace(key, str(value))    # print(ret_json)    return ret_jsonif __name__ == '__main__':    car_list = get_car_list()    print(car_list)运行结果

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