python针对新浪新闻国内新闻爬取的爬虫，存入mysql数据库，也可输出为txt文件

最新推荐文章于 2022-01-30 19:22:54 发布

原创最新推荐文章于 2022-01-30 19:22:54 发布 · 1.6k 阅读

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#爬虫

本文介绍了一种使用Python爬虫技术抓取新浪新闻网站上新闻的方法，包括获取新闻URL、解析新闻内容并存储到MySQL数据库的过程。文章详细展示了如何通过requests、BeautifulSoup等库实现自动化爬取。

思路：通过爬取国内新闻的门户，获取所有的url，之后对url去重，利用循环，爬取所有的url正文，如果不能爬取，则跳过。

模块：requests,pymysql,BeautifulSoup,datetime

门户：url,headers

   newsurl2 = 'https://news.sina.com.cn/china/'

   headers = {
             'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/75.0.3770.100 Safari/537.36',
   'Referer':newsurl2
}

获取url的函数
def getUrl(newsurl2, headers):
   urlList = []
   r = requests.get(newsurl2, headers = headers)
   if r.status_code == 200:
      r.encoding = 'utf-8'
      rsoup = BeautifulSoup(r.text, 'html.parser')
      resultUrl = rsoup.find_all('a')
      for i in resultUrl:
         t = i.get('href')
         urlList.append(t)
      return list(set(urlList))  # 去除重复的url
   else:
      print(404)

数据库操作：

class DatabaseAccess():
   def __init__(self):
      self.__db_host = "localhost"
      self.__db_port = 3306
      self.__db_user = "root"
      self.__db_password = "123456"
      self.__db_database = "school"

   def isConnectionOpen(self):
      self.__db = pymysql.connect(
         host=self.__db_host,
         port=self.__db_port,
         user=self.__db_user,
         password=self.__db_password,
         database=self.__db_database,
         charset='utf8'
      )

   def linesInsert(self, urli, titlei, timei, editori, articlei):
      try:
         self.isConnectionOpen()
         global cursor
         cursor = self.__db.cursor()
         sql = "insert into news(url,title,time,editor,article) value(%s,%s,%s,%s,%s)"
         cursor.execute(sql, (urli, titlei, timei, editori, articlei))
         print("插入成功")
      except Exception as e:
         print("插入异常")
      finally:
         cursor.close()
         self.__db.commit()
         self.__db.close()

爬取单个网页：

# 处理单个网页，并提取其中的信息
def getNewsDetail(newsurl, headers):
   result = {}
   res = requests.get(newsurl, headers = headers)
   res.encoding = 'utf-8'
   soup = BeautifulSoup(res.text, 'html.parser')
   [s.extract() for s in soup('script')]
   result['url'] = newsurl
   result['title'] = soup.select('.main-title')[0].text #查找 class = main-title 的主标题
   timeSource = soup.select('.date-source span')[0].text #组合查找class = date-source 和 span 标签中的时间
   result['time'] = datetime.strptime(timeSource, '%Y年%m月%d日 %H:%M').strftime('%Y-%m-%d')
   article = []
   for p in soup.select('#article p')[:-1]: #组合查找id = article 和 p标签中的正文
      article.append('<p>' + p.text.strip() + '</p>')
   articleAll = ' '.join(article)
   result['article'] = articleAll
   result['editor'] = soup.select('.show_author')[0].text.strip('责任编辑：')
   print("网页内容提取成功")
   return result

循环爬取url,存入数据库，其中正文中，每一行加上《p》标签，以便于新闻在html中显示：
# 爬取新闻存入数据库
def getSQL(list):
   count = 0
   db = DatabaseAccess()
   for i in iter(list):
      count += 1
      urli = i
      print(i)
      header = {
         'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/75.0.3770.100 Safari/537.36',
         'Referer': urli
      }
      try:
         data = getNewsDetail(urli, header)
         print(data['title'])
         db.linesInsert(data['url'], data['title'], data['time'], data['editor'], data['article'])
      except:
         print(666)