# _*_ coding : UTF-8 _*_ # @Time : 2022/12/29 13:48 # @Author : Haochen Zhong # @File : CrawlNingxia.py # @Software : PyCharm # @Comment : 本程序采集宁夏日报版面数据 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('2022-01-31', '%Y-%m-%d') """宁夏日报2022-02-01开始有数据""" 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_sjribao ningxiaribao = mydb.ningxiaribao # 设置随机时间 sleeptime = random.randint(2, 10) def main(): # 判断数据库是否存在 collist = mydb.list_collection_names() if "ningxiaribao" in collist: # 检测集合是否存在 print("宁夏集合存在,更新数据库") # 数据库最新一条内容的时间 db_time = ningxiaribao.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 get_content(soup3): content = "" for p in soup3.select("#ozoom p"): para = p.text.strip() if para: content += para content += '\n' return content def getData(start_date, end_date): crawl_num = 0 for i in range((end_date - start_date).days): # gu:时间长度 date_now = start_date + timedelta(days=i + 1) date_now_s = date_now.strftime('%Y%m/%d') base_url = "https://szb.nxrb.cn/nxrb/pc/layout/" + date_now_s + "/" url = base_url + "node_01.html" # https://szb.nxrb.cn/nxrb/pc/layout/202202/01/node_01.html try: response = requests.get(url=url, headers=headers, timeout=(30, 45)) response.encoding = response.apparent_encoding print(f"一级连接状态: {response.status_code}") if response.status_code == 200: soup = BeautifulSoup(response.text, "lxml") for item in soup.select(".nav-list .btn-block"): banmianhao = item.text.split(":")[0].strip() banmianming = item.text.split(":")[-1].strip() url1 = base_url + item.get("href") response2 = requests.get(url=url1, headers=headers, timeout=(30, 45)) response2.encoding = response2.apparent_encoding print(f"二级连接状态:{response2.status_code}") if response2.status_code == 200: soup2 = BeautifulSoup(response2.text, "lxml") for item2 in soup2.select(".news-list .resultList a"): url_title = item2.text.strip() url2 = "https://szb.nxrb.cn/nxrb/pc/" + item2.get("href")[9:] print(url2) response3 = requests.get(url=url2, headers=headers, timeout=(30, 45)) response3.encoding = response3.apparent_encoding print(f"三级连接状态:{response3.status_code}") if response3.status_code == 200: soup3 = BeautifulSoup(response3.text, "lxml") try: pretitle = soup3.select("#PreTitle")[0].text.strip() except: pretitle = "" try: title = soup3.select("#Title")[0].text.strip() except: title = url_title try: subtitle = soup3.select("SubTitle")[0].text.strip() except: subtitle = "" content = get_content(soup3) ningxiaribao.insert_one({'banmianhao': banmianhao, 'banmianming': banmianming, 'title': title, 'subtitle': subtitle, 'h3title': pretitle, 'author': '', 'keywordlist': 'empty', 'detail_url': url2, 'release_time': date_now, 'insert_timestamp': datetime.today(), 'content': content}) crawl_num += 1 print(f"宁夏日报-{date_now_s}-{banmianhao}-{title}-已完成") time.sleep(sleeptime) print(f"宁夏日报-{date_now_s}-{banmianhao}-已完成") time.sleep(sleeptime) print(f"宁夏日报-{date_now_s}-已完成") time.sleep(sleeptime) except Exception as result: ningxiaribao.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) print(f"宁夏日报采集完成,成功采集{crawl_num}条数据!") if __name__ == '__main__': main()