# _*_ coding : UTF-8 _*_ # @Time : 2022/6/17 8:50 # @Author : Haochen Zhong # @File : 本程序用于抓取上海新民晚报数据 # @Project : Pytharm from bs4 import BeautifulSoup, Comment import requests from datetime import timedelta, datetime import time import pymongo import random start_date = datetime.strptime('2018-12-31', '%Y-%m-%d') # 抓取上海新民晚报从2019-01-01到至今的数据 end_date = datetime.today() headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.45 Safari/537.36'} # 创建数据库 client = pymongo.MongoClient('localhost', 27017) mydb = client.dfdm_qitaguanbao shxinminwanbao = mydb.shxinminwanbao # 设置随机时间 def main(): # 判断数据库是否存在 collist = mydb.list_collection_names() if "shxinminwanbao" in collist: # 检测集合是否存在 print("上海新民晚报集合存在,更新数据库") # 数据库最新一条内容的时间 db_time = shxinminwanbao.find_one(sort=[('release_time', -1)])['release_time'] print('数据库截止时间%s' % db_time) # 输入更新数据库时间 input_time = datetime.today() if db_time < input_time: getData(db_time, input_time) else: print('数据库无需更新') else: # 爬取网页并建立数据库 print('数据库不存在,建立数据库!') getData(start_date, end_date) def parse_html_text(soup2): img_list = soup2.select('.dzb-enter-desc-box p img') if img_list: img = '图片链接:\n' for i in img_list: img_url = 'https:' + i.get('src') img += img_url img += '\n' content = img + '正文内容:\n' for p in soup2.select('.dzb-enter-desc-box p'): para = p.text.split(' ') for x in para: if x != '' or x != '\\n\\n': content += x.strip() content += '\n' else: content = '' for p in soup2.select('.dzb-enter-desc-box p'): para = p.text.split(' ') for x in para: if x.strip() != '' or x != '\\n\\n': content += x.strip() content += '\n' return content def getData(start_date, end_date): for i in range((end_date - start_date).days): date_now = start_date + timedelta(days=i + 1) date_now_s = date_now.strftime('%Y-%m-%d') base_url = "https://paper.xinmin.cn/html/xmwb/" + date_now_s + '/' url = base_url + '1.html' art_base_url = 'https://paper.xinmin.cn' # 进入首页 try: try: response = requests.get(url=url, headers=headers, timeout=30) except: time.sleep(10) response = requests.get(url=url, headers=headers, timeout=30) response.encoding = response.apparent_encoding print('一级连接状态:%d' % response.status_code) if response.status_code == 200: soup = BeautifulSoup(response.text, 'lxml') response.close() # 提取所有版面信息 for item in soup.select('.dzb-enter-mulu-wrap-nav a'): url1 = art_base_url + item.get('href') banmianhao = item.get('title').split(':')[0] banmianming = item.get('title').split(':')[-1] try: response2 = requests.get(url=url1, headers=headers, timeout=30) except: time.sleep(10) response2 = requests.get(url=url1, headers=headers, timeout=30) response2.encoding = response2.apparent_encoding print('二级连接状态:%d' % response2.status_code) if response2.status_code == 200: soup1 = BeautifulSoup(response2.text, 'lxml') response2.close() for item1 in soup1.select('.dzb-enter-benban-wrap div a'): url2 = art_base_url + item1.get('href') try: response3 = requests.get(url=url2, headers=headers, timeout=30) except: time.sleep(10) response3 = requests.get(url=url2, headers=headers, timeout=30) response3.encoding = response3.apparent_encoding print('三级连接状态:%d' % response3.status_code) if response3.status_code == 200: soup2 = BeautifulSoup(response3.text, 'lxml') response3.close() title = soup2.select('.dzb-title-box')[0].text.strip() pass_list = ['上海地区今明天气', '上海市今明天气预报', '广告'] if title in pass_list: # 筛除每天海今明天气和广告 time.sleep(random.randint(2, 8)) continue subtitle = soup2.select('.dzb-sub-title-box')[0].text.strip() # 查找所有注释 comments = soup2.find_all(string=lambda text: isinstance(text, Comment)) author = "" # 遍历注释,找到包含作者的注释 for comment in comments: if 'dzb-author-box' in comment: # 使用 BeautifulSoup 解析注释内容 author_soup = BeautifulSoup(comment, 'html.parser') author = author_soup.find('span', class_='dzb-author-box').text pretitle = soup2.select('.dzb-special-title-box')[0].text.strip() content = parse_html_text(soup2) shxinminwanbao.insert_one({'banmianhao': banmianhao, 'banmianming': banmianming, 'pretitle': pretitle, 'title': title, 'subtitle': subtitle, 'author': author, 'keywordlist': '', 'detail_url': url2, 'release_time': date_now, 'insert_timestamp': datetime.today(), 'content': content}) print('上海新民晚报-%s-%s-%s-已完成' % (date_now_s, banmianhao, title)) time.sleep(random.randint(2, 8)) print('上海新民晚报-%s-%s-已完成' % (date_now_s, banmianhao)) print("上海新民晚报-%s-已经完成" % date_now_s) except Exception as result: shxinminwanbao.insert_one({'banmianhao': 'empty', 'banmianming': 'empty', 'title': 'empty', 'subtitle': 'empty', 'h3title': 'empty', 'author': 'empty', 'keywordlist': 'empty', 'detail_url': url, 'release_time': date_now, 'insert_timestamp': datetime.today(), 'content': 'empty'}) print(result) if __name__ == '__main__': main() print("爬取完毕!")