# _*_ coding : UTF-8 _*_ # @Time : 2024/01/09 14:15 # @UpdateTime : 2024/01/09 16:30 # @Author : Haochen Zhong # @File : CrawlSiChuan.py # @Software : PyCharm # @Comment : 本程序采集四川日报数字报板面数据 import random import time from datetime import timedelta, datetime import pymongo import requests from bs4 import BeautifulSoup # 数据库起止时间 start_date = datetime.strptime('2021-12-31', '%Y-%m-%d') end_date = datetime.today() headers = { 'User-Agent': 'User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36 Edg/107.0.1418.42'} # 创建数据库 client = pymongo.MongoClient('localhost', 27017) mydb = client.dfdm_sjribao sichuanribao = mydb.sichuanribao def main(): # 判断数据库是否存在 collist = mydb.list_collection_names() if "sichuanribao" in collist: # 检测集合是否存在 print("四川日报集合存在,更新数据库") # 数据库最新一条内容的时间 db_time = sichuanribao.find_one(sort=[('release_time', -1)])[ 'release_time'] # 或者find().sort('_id', -1).limit(1) 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 getContent(soup): content = '' for p in soup.select('#main2 > div.main2_r > ul > li:nth-child(2) p'): para = p.text.strip() if para: content += para content += '\n' return content def getSubtitle(soup): subtitle = '' if soup.select('#main2 > div.main2_r > ul > li:nth-child(1) > h2:nth-child(1)'): for p in soup.select('#main2 > div.main2_r > ul > li:nth-child(1) > h2:nth-child(1)'): para = p.text.strip() if para: subtitle += para subtitle += '\n' return subtitle def getData(start_date, end_date): crawl_num = 0 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://epaper.scdaily.cn/shtml/scrb/" url = base_url + date_now_s + '/index.shtml' try: response = requests.get(url, headers) print(f"一级链接状态:{response.status_code}") if response.status_code == 200: response.encoding = response.apparent_encoding soup = BeautifulSoup(response.text, "lxml") for item in soup.select("#main > div.main_r > ul:nth-child(2) > li:nth-child(2) a"): banmianhao = item.text.split(":")[0] banmianming = item.text.split(":")[-1] url1 = "https://epaper.scdaily.cn" + item.get("href") response2 = requests.get(url1, headers) print(f"二级链接状态:{response2.status_code}") if response2.status_code == 200: response2.encoding = response2.apparent_encoding soup2 = BeautifulSoup(response2.text, "lxml") for item2 in soup2.select("#main > div.main_r > ul:nth-child(3) > li:nth-child(2) a"): url2 = "https://epaper.scdaily.cn" + item2.get("href") title = item2.get("title") response3 = requests.get(url2, headers) print(f"三级连接状态:{response3.status_code}") if response3.status_code == 200: response3.encoding = response3.apparent_encoding soup3 = BeautifulSoup(response3.text, "lxml") content = getContent(soup3) subtitle = getSubtitle(soup3) sichuanribao.insert_one({'banmianhao': banmianhao, 'banmianming': banmianming, 'title': title, 'subtitle': subtitle, 'h3title': '', 'author': '', 'keywordlist': '', 'detail_url': url2, 'release_time': date_now, 'insert_timestamp': datetime.today(), 'content': content}) print(f"四川日报--{date_now_s}-{banmianhao}-{title}----已完成") crawl_num += 1 time.sleep(random.randint(3, 10)) print(f"四川日报--{date_now_s}-{banmianhao}----已完成") time.sleep(random.randint(3, 10)) print(f"四川日报--{date_now_s}-----已完成") time.sleep(random.randint(3, 10)) except Exception as result: sichuanribao.insert_one({'banmianhao': 'empty', 'banmianming': 'empty', 'preTitle': 'empty', 'title': 'empty', 'subtitle': 'empty', 'author': 'empty', 'keywordlist': 'empty', 'detail_url': url, 'release_time': date_now, 'insert_timestamp': datetime.today(), 'content': 'empty'}) print(result) print(f"四川日报采集完毕,共采集{crawl_num}条数据!") if __name__ == '__main__': main()