# _*_ coding : UTF-8 _*_ # @Time : 2024/11/13 02:34 # @UpdateTime : 2024/11/13 02:34 # @Author : haochen zhong # @File : CrawlRenmingonganbao.py # @Software : PyCharm # @Comment : 本程序采集人民公安报数据 import asyncio import random import re from datetime import datetime, timedelta from bs4 import BeautifulSoup from httpx import AsyncClient from motor.motor_asyncio import AsyncIOMotorClient pattern = r"window\.location\.href=['\"](.*?)['\"]" """正则匹配ID""" start_date = datetime.strptime('2020-04-01', '%Y-%m-%d') """人民公安报2020年4月1日开始有数据""" end_date = datetime.today() """截止到今天""" 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'} # 链接数据库 client = AsyncIOMotorClient('mongodb://localhost:27017') db = client['buweijiguanbao'] collection = db['renmingonganbao'] async def main(): collection_names = await db.list_collection_names() # 判断数据表是否存在 if "renmingonganbao" not in collection_names: # 如果不存在,则从2017年9月开始爬取 print("中国民族数据表不存在,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("div.content_main > div:nth-child(2) .contentP"): 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 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') url = f"http://epaper.cpd.com.cn/szb/wwwcpd_9/dzb_16465/rmga/{date_now.year}/{date_now_s}/" """http://epaper.cpd.com.cn/szb/wwwcpd_9/dzb_16465/rmga/2020/2020_04_05/""" print(datetime.now().strftime("%Y-%m-%d %H:%M:%S"), url) try: async with AsyncClient(headers=headers, timeout=60) as client: response = await client.get(url) response.encoding = response.charset_encoding text = response.text match = re.search(pattern, text) if match: url = url + match.group(1).replace("./", "") print(datetime.now().strftime("%Y-%m-%d %H:%M:%S"), url) response = await client.get(url) response.encoding = response.charset_encoding print(f"一级连接状态:{response.status_code}") if response.status_code == 200: soup = BeautifulSoup(response.text, 'lxml') cont_main = soup.select_one(".tab-title") if cont_main: script_tag = cont_main.find("script") if script_tag: script_content = script_tag.string soup1 = BeautifulSoup( script_content.replace("document.write('", "").replace("')", "").replace(";", "").replace( "'+'", "").strip(), "lxml") for item in soup1.select(".title-item"): banmianming = item.select_one(".title").text.split(" ")[-1] banmianhao = item.select_one(".title").text.split(" ")[0] for item2 in item.select(".title-list a"): title = item2.text url2 = item2.get("href") print(datetime.now().strftime("%Y-%m-%d %H:%M:%S"), url2) response2 = await client.get(url2) response2.encoding = response2.charset_encoding print(f"二级连接状态:{response2.status_code}") if response2.status_code == 200: soup2 = BeautifulSoup(response2.text, 'lxml') try: title = soup2.select_one( ".cont-box > div>div:nth-child(2)").text.strip() except: title = title try: subtitle = soup2.select_one( ".cont-box > div>div:nth-child(3)").text.strip() except: subtitle = "" try: preTitle = soup2.select_one( ".cont-box > div>div:nth-child(1)").text.strip() except: preTitle = "" content = await getContent(soup2) await collection.insert_one({ "title": title, "subtitle": subtitle, "preTitle": preTitle, "author": "", "banmianming": banmianming, "banmianhao": banmianhao, 'keywordlist': "empty", 'detail_url': url2, 'release_time': date_now, 'insert_timestamp': datetime.today(), 'content': content }) crawl_num += 1 print( f"人民公安报---{date_now_s}---{banmianming}---{banmianhao}---{title}---采集完成!") await asyncio.sleep(random.randint(5, 15)) print(f"人民公安报---{date_now_s}---{banmianming}---{banmianhao}-----采集完成!") await asyncio.sleep(random.randint(5, 15)) print(f"人民公安报---{date_now_s}-----采集完成!") await asyncio.sleep(random.randint(5, 15)) except Exception as e: await collection.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(e) print(f"人民公安报采集完毕,共采集{crawl_num}条数据!") asyncio.run(main())