# _*_ coding : UTF-8 _*_ # @Time : 2024/11/11 21:41 # @UpdateTime : 2024/11/11 21:41 # @Author : haochen zhong # @File : CrawlRenminyoudianbao.py # @Software : PyCharm # @Comment : 本程序采集人民邮电报 import asyncio import random from datetime import datetime from bs4 import BeautifulSoup from httpx import AsyncClient from motor.motor_asyncio import AsyncIOMotorClient start_date = datetime.strptime('2017-09', '%Y-%m') """中国改革报2017年9月份开始有数据""" end_date = datetime.today() """截止到今天""" headers = { "connection": 'keep-alive', "host": "rmydb.cnii.com.cn", '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'} # 链接数据库 client = AsyncIOMotorClient('mongodb://localhost:27017') db = client['buweijiguanbao'] collection = db['renminyoudianbao'] async def main(): collection_names = await db.list_collection_names() # 判断数据表是否存在 if "renminyoudianbao" not in collection_names: # 如果不存在,则从2017年9月开始爬取 print("人民邮电报数据表不存在,开始采集!") await getData(start_date, end_date) else: # 如果存在,则从数据库中获取最后一条记录的日期 last_record = await collection.find_one({}, sort=[('release_time', -1)]) last_date_str = last_record['release_time'] print("数据库截止时间:", last_date_str) await getData(last_date_str, end_date) async def getContent(soup: BeautifulSoup) -> str: """ :param soup: BeautifulSoup对象 :return: 文章内容 """ content = "" for p in soup.select("#ozoom p"): para = p.text.strip() if para: content += para content += '\n' return content async def getData(start_date: datetime, end_date: datetime): """ :param start_date: 开始日期 :param end_date: 结束日期 :return: None """ crawl_num = 0 start_date = int(start_date.strftime("%Y%m%d")) try: async with AsyncClient(headers=headers, timeout=60) as client: response = await client.get("https://rmydb.cnii.com.cn/period/yearMonthDay.json") response.encoding = response.charset_encoding print(f"一级连接状态:{response.status_code}") if response.status_code == 200: data = response.json() dayList = [] for value in data.values(): for item in value.values(): dayList += item dayList.sort() dayList = list(filter(lambda x: x >= start_date, list(map(int, dayList)))) for day in dayList: try: url = f"https://rmydb.cnii.com.cn/html/{day.__str__()[:4]}/{day}/data.json" print(datetime.now().strftime("%Y-%m-%d %H:%M:%S"), url) response = await client.get(url) response.encoding = response.charset_encoding print(f"二级连接状态:{response.status_code}") if response.status_code == 200: data = response.json() for item in data: banmianming = item["pageName"] banmianhao = f"第{item['pageNo']}版" for article in item["onePageArticleList"]: title = article["mainTitle"] url2 = f"https://rmydb.cnii.com.cn/html/{day.__str__()[:4]}/{day}/{day}_{item['pageNo']}/{article['articleHref']}" """https://rmydb.cnii.com.cn/html/2024/20240906/20240906_001/20240906_001_01_523.html""" author = article["articleAuthor"] if await collection.find_one({"detail_url": url2}, {"_id": False}): continue print(datetime.now().strftime("%Y-%m-%d %H:%M:%S"), url2) response2 = await client.get(url2) response2.encoding = response2.charset_encoding print(f"三级连接状态:{response2.status_code}") if response2.status_code == 200: soup = BeautifulSoup(response2.text, "lxml") preTitle = soup.select_one("#PreTitle").text title = soup.select_one("#Title").text subTitle = soup.select_one("#SubTitle").text content = await getContent(soup) await collection.insert_one({ "title": title, "subtitle": subTitle, "preTitle": preTitle, "author": author, "banmianming": banmianming, "banmianhao": banmianhao, 'keywordlist': "empty", 'detail_url': url2, 'release_time': datetime.strptime(str(day), "%Y%m%d"), 'insert_timestamp': datetime.today(), 'content': content }) crawl_num += 1 print( f"人民邮电报---{day}---{banmianming}---{banmianhao}---{title}---采集完成!") await asyncio.sleep(random.randint(5, 15)) print(f"人民邮电报---{day}---{banmianming}---{banmianhao}-----采集完成!") await asyncio.sleep(random.randint(5, 15)) print(f"人民邮电报---{day}-----采集完成!") await asyncio.sleep(random.randint(5, 15)) except Exception as e: print(e) await collection.insert_one( {'banmianhao': 'empty', 'banmianming': 'empty', 'preTitle': 'empty', 'title': 'empty', 'subtitle': 'empty', 'author': 'empty', 'keywordlist': 'empty', 'detail_url': url, 'release_time': datetime.strptime(str(day), "%Y%m%d"), 'insert_timestamp': datetime.today(), 'content': 'empty'} ) except Exception as e: print(e) print(f"人民邮电报采集完毕,共采集{crawl_num}条数据!") asyncio.run(main())