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动态woff字体位置相似度解析.py
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动态woff字体位置相似度解析.py
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# author: ZhaoKun
# contact: 1161678627@qq.com
# datetime:2020-07-29 16:17
# software: PyCharm
from fontTools.ttLib import TTFont
from os import remove
import re, requests, time
import numpy as np
# 存放已经解析好的 猫眼数字和font name对应字典
offline_dict = {
"uniE3ED": '6',
"uniEEF2": '7',
"uniEF24": '9',
"uniF5C8": '8',
"uniE517": '0',
"uniE104": '2',
"uniEF3D": '3',
"uniE6BE": '1',
"uniE46C": '5',
"uniF52F": '4'
}
# 存放新的 font name对应字典
online_dict = {}
def getAxis(font):
'''font:用TTFont解析woff后的结果
:return:存放所有font的坐标'''
font_name_list = font.getGlyphOrder()[2:] # 前两位无效，返回font name
fonts_axis = []
for name in font_name_list:
font_axis = []
for axis in font['glyf'][name].coordinates: # 遍历某个name的所有坐标
font_axis.append(axis)
fonts_axis.append(font_axis)
return fonts_axis, font_name_list
def downOnlineFont(url):
'''url:传入woff字体的url即可'''
headers = {
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/84.0.4147.89 Safari/537.36'
}
response = requests.get(url=url, headers=headers)
file_name = r'./online_font_file/' + str(int(time.time())) + '.woff'
with open(r'{}'.format(file_name), 'wb') as f:
f.write(response.content)
return file_name
def getMaoyanWoffUrl(url):
''' on fit maoyan,in other website you should alter this function'''
headers = {
'Host':'maoyan.com',
'Sec-Fetch-Dest':'document',
'Sec-Fetch-Mode':'navigate',
'Sec-Fetch-Site':'none',
'Sec-Fetch-User':'?1',
'Upgrade-Insecure-Requests':'1',
'User-Agent':'Mozilla/5.0(WindowsNT10.0;Win64;x64)AppleWebKit/537.36(KHTML,likeGecko)Chrome/84.0.4147.89Safari/537.36'
}
response = requests.get(url=url, headers=headers).text
font_url = 'http:' + re.search(r"url\('(.*\.woff)'\)", response).group(1)
movies_name_list_pattern = re.compile(r'title="(.*?)"')
movies_name_list = movies_name_list_pattern.findall(response)
movies_boxoffice_list_pattern = re.compile(r'class="stonefont">(.*?)</span>')
movies_boxoffice_list = movies_boxoffice_list_pattern.findall(response)
movies_danwei_list_pattern = re.compile(r'</span></span>(.)')
movies_danwei_list = movies_danwei_list_pattern.findall(response)
# print(movies_danwei_list)
# print(font_url)
# print(movies_name_list)
# print(movies_boxoffice_list)
return font_url, movies_name_list, movies_boxoffice_list, movies_danwei_list
def compare_axis(font_axis1, font_axis2):
''' use Euclidean Distance to compare two font_axis`s similaiity '''
if len(font_axis1) < len(font_axis2):
font_axis1.extend([(0, 0) for num in range(len(font_axis2) - len(font_axis1))])
elif len(font_axis1) > len(font_axis2):
font_axis2.extend([(0, 0) for num in range(len(font_axis1) - len(font_axis2))])
font_axis1 = np.array(font_axis1)
font_axis2 = np.array(font_axis2)
return np.sqrt(np.sum(np.square(font_axis1 - font_axis2)))
def parseOnlineFont(online_font, offline_font):
'''
1. 解析 onlinefont 和 offlinefont 的 fonts_axis 和name_list
2. 遍历 onlinefont 的 name_list 月 font_axis 与 offlinefont 的 fonts_axis 进行计数遍历比较
3. 以最相似的 offlinefont 的 num 取出 name，再取出name的value 值， 以onlinefont的name为key写入新的dict
'''
online_fonts_axis, online_font_name_list = getAxis(online_font)
offline_fonts_axis, offline_font_name_list = getAxis(offline_font)
for online_font_name, online_font_axis in zip(online_font_name_list, online_fonts_axis):
similarity_list = []
for num in range(len(offline_font_name_list)):
similarity_list.append(compare_axis(online_font_axis, offline_fonts_axis[num]))
similarity_array = np.array(similarity_list)
index = similarity_array.argmin()
online_dict[online_font_name] = offline_dict[offline_font_name_list[index]]
def run():
'''
finish the all logic in maoyan spider
'''
font_url, movies_name_list, movies_boxoffice_list, movies_danwei_list = getMaoyanWoffUrl(url='https://maoyan.com/board/1')
file_name = downOnlineFont(url=font_url)
offline_font = TTFont('2c59abfa3b184d16183ee2609a46d5342268.woff')
online_font = TTFont(file_name)
parseOnlineFont(online_font, offline_font)
print(online_dict)
for name in online_dict :
new_name = (name.replace('uni','&#x')).lower()
for num in range(len(movies_boxoffice_list)) :
movies_boxoffice_list[num] = movies_boxoffice_list[num].replace(new_name,online_dict[name]).replace(';','')
for i in range(0,len(movies_name_list),2):
print(f'{movies_name_list[i]}的 时时票房：{movies_boxoffice_list[i]}{movies_danwei_list[i]} ，总票房：{movies_boxoffice_list[i+1]}{movies_danwei_list[i+1]}')
if __name__ == '__main__':
run()
# offline_font = TTFont('2c59abfa3b184d16183ee2609a46d5342268.woff')
# online_font = TTFont('bcddc6efbdbdd8ca70585478eba2535a2264.woff')
# parseOnlineFont(online_font, offline_font)
# print(online_dict)