爬虫之路: 字体文件反爬一

前言

今天就来记录一下破解汽车之家的字体反爬,  完整代码在末尾

分析页面

首先我们看一下页面显示, 全都是""

在查看下源码, 显示的是""

 

很明显的字体反爬, 接下来我们就一步步来揭开字体文件的神秘面纱

 

查看字体文件

首先将字体文件下载到本地

使用在线工具查看字体文件内容, 在线查看地址

打开看一下, 有没有很眼熟这个编码, 这不就是上面源码里的编码嘛

 

破解字体文件 

使用fontTools来处理字体文件

# 安装fonttools
pip3 install fonttools

读取字体编码表

# 解析字体库
font = TTFont('ChcCQ1sUz1WATUkcAABj5B4DyuQ43..ttff')

# 读取字体编码的列表
uni_list = font.getGlyphOrder()
print(uni_list)

 

输出:(第一个是空白字符, 下面会切除掉)

['.notdef', 'uniEDD2', 'uniEC30', 'uniED71', 'uniECBD', 'uniED0F', 'uniEC5C', 'uniED9C', 'uniEDEE', 'uniED3B', 'uniED8D', 'uniECD9', 'uniEC26', 'uniEC78', 'uniEDB8', 'uniED05', 'uniED57', 'uniECA3', 'uniECF5', 'uniEC42', 'uniED82', 'uniEDD4', 'uniED21', 'uniEC6D', 'uniECBF', 'uniEE00', 'uniEC5D', 'uniED9E', 'uniECEB', 'uniED3C', 'uniEC89', 'uniEDCA', 'uniEC27', 'uniED68', 'uniEDBA', 'uniED06', 'uniEC53', 'uniECA5', 'uniEDE5']

 

制作字体和文字的映射表

必备条件是, 需要先手写一个文字的列表(就是不知道怎么自动获取这个列表, 求指教)

word_list = [
    "坏", "少", "远", "大", "九", "左", "近", "呢", "十", "高", "着", 
    "矮", "八", "二", "右", "是", "得", "的", "小", "短", "很", "一", "了", 
    "地", "好", "多", "七", "不", "长", "低", "三", "五", "六", "下", "更", 
    "和", "四", "上"
]
# 处理字体编码
utf_list = [uni[3:].lower() for uni in uni_list[1:]]
# 编码和字体映射表
utf_word_map  = dict(zip(utf_list, word_list))

 

替换源码, 提取内容

这里使用的是先替换源码, 在提取内容

# 请求内容
response = requests.get(url, headers=headers)
html = response.text

for utf_code, word in utf_word_map.items():
    html = html.replace("&#x%s;" % utf_code, word)


# 使用xpath 获取 主贴
xp_html = etree.HTML(html)
subject_text = ''.join(xp_html.xpath('//div[@xname="content"]//div[@class="tz-paragraph"]//text()'))
print(subject_text)

输出, 字体破解成功

上个礼拜六碳罐索赔成功，更换时一直在傍边，将整个后桥拆掉，然后更换。换完后回家发现后边排气管有“突突”声，没换之前没有。正常吗？

 

本页源码

# -*- coding: utf-8 -*-
# @Author: Mehaei
# @Date:   2020-01-09 10:01:59
# @Last Modified by:   Mehaei
# @Last Modified time: 2020-01-10 11:52:19
import re
import requests
from lxml import etree
from fontTools.ttLib import TTFont


class NotFoundFontFileUrl(Exception):
    pass


class CarHomeFont(object):
    def __init__(self, url, *args, **kwargs):
        self.download_ttf_name = 'norm_font.ttf'
        self._download_ttf_file(url)
        self._making_code_map()

    def _download_ttf_file(self, url):
        self.page_html = self.download(url) or ""
        # 获取字体的连接文件
        font_file_name = (re.findall(r",url\('(//.*\.ttf)?'\) format", self.page_html) or [""])[0]
        if not font_file_name:
            raise NotFoundFontFileUrl("not found font file name")
        # 下载字体文件
        file_content = self.download("https:%s" % font_file_name, content=True)
        # 讲字体文件保存到本地
        with open(self.download_ttf_name, 'wb') as f:
            f.write(file_content)
        print("font file download success")

    def _making_code_map(self):
        font = TTFont(self.download_ttf_name)
        uni_list = font.getGlyphOrder()
        # 转换格式
        utf_list = [uni[3:].lower() for uni in uni_list[1:]]
        # 被替换的字体的列表
        word_list = [
            "坏", "少", "远", "大", "九", "左", "近", "呢", "十", "高", "着", 
            "矮", "八", "二", "右", "是", "得", "的", "小", "短", "很", "一", "了", 
            "地", "好", "多", "七", "不", "长", "低", "三", "五", "六", "下", "更", 
            "和", "四", "上"
        ]
        self.utf_word_map = dict(zip(utf_list, word_list))

    def repalce_source_code(self):
        replaced_html = self.page_html
        for utf_code, word in self.utf_word_map.items():
            replaced_html = replaced_html.replace("&#x%s;" % utf_code, word)
        return replaced_html

    def get_subject_content(self):
        normal_html = self.repalce_source_code()
        # 使用xpath 获取 主贴
        xp_html = etree.HTML(normal_html)
        subject_text = ''.join(xp_html.xpath('//div[@xname="content"]//div[@class="tz-paragraph"]//text()'))
        return subject_text

    def download(self, url, *args, try_time=5, method="GET", content=False, **kwargs):
        kwargs.setdefault("headers", {})
        kwargs["headers"].update({"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.88 Safari/537.36"})
        while try_time:
            try:
                response = requests.request(method.upper(), url, *args, **kwargs)
                if response.ok:
                    if content:
                        return response.content
                    return response.text
                else:
                    continue
            except Exception as e:
                try_time -= 1
                print("download error: %s" % e)


if __name__ == "__main__":
    url = "https://club.autohome.com.cn/bbs/thread/62c48ae0f0ae73ef/75904283-1.html"
    car = CarHomeFont(url)
    text = car.get_subject_content()
    print(text)

 

后续

到这里本以为就已经结束了, 却发现, 这个爬虫只能在这一页使用, 再换一页还是输出乱码

下一篇就来讲讲如何解决这种情况

 

点击这里查看,  动态字体文件破解