import json import re from csv import DictWriter, DictReader import requests from bs4 import BeautifulSoup def notes_request(url): url='https://www.xiaohongshu.com/explore/'+url headers = { 'authority':'edith.xiaohongshu.com', 'Accept':'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7', 'Accept-Language':'zh-CN,zh;q=0.9', 'Content-Type':'text/html; charset=utf-8', 'Origin':'https://www.xiaohongshu.com', 'Referer':'https://www.xiaohongshu.com', 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36'} cookies = { 'abRequestId':'a3c8a855-ed85-57f6-91fe-3e0acedffde8', 'a1':'18f9b67ecdbh41bri2la0dgguminrd7dmmrk4pxf750000215521', 'webId':'6d97ebd3e6051489537e7a6aa1d1cf99', 'gid':'yYijDKYydJ6JyYijDKWdS6UCfDx4yDF3J108FiWfkk763T28IFfWf4888Jy22Jy8WYf0SyjD', 'webBuild':'4.17.2', 'web_session':'040069b3643d32585fff79ee79344bd4b89bc6', 'acw_tc':'459a6388281f21d6215ff80f1402afbfdf47eb5a1ef949b426ace99565a6fc50', 'websectiga':'7750c37de43b7be9de8ed9ff8ea0e576519e8cd2157322eb972ecb429a7735d4', 'sec_poison_id':'b1e1329b-735f-427c-bfd0-698a912c0366', 'xsecappid':'xhs-pc-web' } f=open('notes.csv', mode='a+', encoding='utf-8', newline='') csv_writer=DictWriter(f,fieldnames=['标题','内容','发布时间','收藏数','喜欢数','分享数']) response = requests.get(url=url, headers=headers, cookies=cookies) soup = BeautifulSoup(response.text, 'lxml') long_string=soup.prettify() pattern = r'"interactInfo":{[^}]*}' match = re.search(pattern, long_string) js=match.group(0)[15:] #将字符串转化为字典 data_dict = json.loads(js) if '请输入验证码' in soup.text: print('需要输入验证码或更新Cookie') else: title = soup.find('title').text publish_time = soup.find('span', class_='date').text collectedCount=data_dict['collectedCount'] likedCount=data_dict['likedCount'] shareCount=data_dict['shareCount'] # 找到目标div并获取其所有内容(包括
标签) desc_div = soup.find('div', class_='desc') # 使用正则表达式匹配标签内的文本 match = re.findall(r']*="">.*?<\/span>', str(desc_div.contents)) if match: for text_inside in match: if ' 'not in text_inside and len(text_inside)>50 and 'class="note-content-user"' not in text_inside: pattern = r'="">(.*?)<\/span>' text_inside = re.findall(pattern, text_inside) dic={ '标题':title.replace('- 小红书',''), '内容':text_inside[0], '发布时间':publish_time, '收藏数':collectedCount, '喜欢数':likedCount, '分享数':shareCount } csv_writer.writerow(dic) print('笔记拉取成功') break f.close() if __name__ == '__main__': notes_request('654a541e000000001e029a6a')