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':'a1d1855c-4c32-5307-a9f1-9d3f34a192cf', 'a1':'1900bc790f5y2g9t1mkcnviv0sy4y0pfv4afgtuj250000186611', 'webId':'b7d9160688e1684d896a4dc0dab65e36', 'gid':'yj88DSWfdJhjyj88DSWj8497i2vJkj9y6TSI0VJh3h8Mvi284v8Uik888yYKKyy8Wq48fY4i', 'webBuild':'4.20.1', 'web_session':'040069b3643d32585fffe2225c344b136354be', 'acw_tc':'5a6bd4ac6c786b806cb96212649c76bb7a0ac62792834403c50f508645293c50', 'websectiga':'3633fe24d49c7dd0eb923edc8205740f10fdb18b25d424d2a2322c6196d2a4ad', 'sec_poison_id':'b2862aa3-62f2-48ce-9b27-2a44baa4b714', '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')