新增豆瓣网页的抓取

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rm 2024-10-16 18:10:18 +08:00
parent 0a7519cf68
commit 74c22e48f4
1 changed files with 109 additions and 0 deletions

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com.douban/doulist.py Normal file
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import csv
import random
import time
import requests
from bs4 import BeautifulSoup
def get_book_html(start=1, doulist_no=''):
url = f'https://www.douban.com/doulist/{doulist_no}/?start={start}&sort=time&playable=0&sub_type='
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/85.0.4183.121 Safari/537.36'
}
response = requests.get(url, headers=headers)
return BeautifulSoup(response.content, 'html.parser')
def get_book_total_page(soup):
total_pages = 0
# 找到包含总页数的span元素
total_pages_span = soup.find('span', class_='thispage')
if total_pages_span:
total_pages = total_pages_span['data-total-page'] # 获取data-total-page属性
print(f'总页数: {total_pages}')
return total_pages
def get_book_list(soup):
books_info = []
# 找到所有的doulist-item
items = soup.find_all('div', class_='doulist-item')
# 用于存储结果的集合
for item in items:
# 提取标题
title_tag = item.find('div', class_='title').a
title = title_tag.text.strip()
link = title_tag['href'] # 获取标题链接
# 提取评分
rating_span = item.find('span', class_='rating_nums')
rating = rating_span.text.strip() if rating_span and rating_span.text.strip() else '0'
# 提取评价人数
comments_span = item.find('div', class_='rating').find_all('span')
if len(comments_span) > 2 and comments_span[2].text:
comments_text = comments_span[2].text.strip()
comments_count = comments_text.split('(')[1].split('')[0] # 从 "(172人评价)" 提取 "172"
else:
comments_count = '无评价'
# 将数据放入集合
books_info.append({
'title': title,
'rating': rating,
'comments_count': comments_count,
'link': link
})
return books_info
def save_data_to_csv(file_name, data):
# 保存到CSV文件
with open(f'/Users/renmeng/Downloads/{file_name}.csv', 'w', newline='', encoding='utf-8') as csvfile:
fieldnames = ['title', 'rating', 'comments_count', 'link']
writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
# 写入表头
writer.writeheader()
# 写入数据
for book in data:
writer.writerow(book)
print("数据已成功保存到 books_info.csv")
def main(file_name, dou_list_no):
page_size = 25
books_info = []
# 第一次拉取
soup = get_book_html(doulist_no=dou_list_no)
print("第一次拉取成功!")
# 获取总页数
total_pages = int(get_book_total_page(soup))
print(f"获取到的页数是:{total_pages}")
# 获取一下第一次页面中的内容
data = get_book_list(soup)
books_info.extend(data)
print(f"当前数据长度是:{len(books_info)}")
print(books_info)
if total_pages > 0:
for page in range(1, total_pages):
sleep_time = random.randint(10, 30)
print(f"程序需要休息一下。休息时间是:{sleep_time}s")
time.sleep(sleep_time)
soup = get_book_html(start=page_size * page, doulist_no=dou_list_no)
print(f"{page + 1} 次拉取成功!")
data = get_book_list(soup)
books_info.extend(data)
print(f"当前数据长度是:{len(books_info)}")
save_data_to_csv(file_name=file_name, data=books_info)
if __name__ == '__main__':
# 2023 年书单
# dou_list_no = 153478378
# 2024年书单
dou_list_no = 157428303
main("2024_books_info", dou_list_no)