这个作业的要求来自于:。
我爬取的网页是某高校的新闻信息网站:http://news.gzcc.cn/html/2005/xiaoyuanxinwen_0710/4.html。
代码如下:
# -*- coding: utf-8 -*-
"""Spyder EditorThis is a temporary script file.
"""import pymysql
from sqlalchemy import create_engineimport requestsfrom bs4 import BeautifulSoupfrom datetime import datetimeimport reimport pandas as pdimport sqlite3 import timeimport randomdef click(url):
id=re.findall('(\d{1,5})',url)[-1] clickUrl='http://oa.gzcc.cn/api.php?op=count&id={}&modelid=80'.format(id) resClick=requests.get(clickUrl) newsClick=int(resClick.text.split('.html')[-1].lstrip("('").rstrip("');")) return newsClickdef newsdt(showinfo):
newsDate=showinfo.split()[0].split(':')[1] newsTime=showinfo.split()[1] newsDT=newsDate+' '+newsTime dt=datetime.strptime(newsDT,'%Y-%m-%d %H:%M:%S') return dtdef anews(url):
newsDetail={} res=requests.get(url) res.encoding='utf-8' soup=BeautifulSoup(res.text,'html.parser') newsDetail['nenewsTitle']=soup.select('.show-title')[0].text showinfo=soup.select('.show-info')[0].text newsDetail['newsDT']=newsdt(showinfo) newsDetail['newsClick']=click(url) return newsDetaildef alist(url):
res=requests.get(listUrl) res.encoding='utf-8' soup=BeautifulSoup(res.text,'html.parser') newsList=[] for news in soup.select('li'): if len(news.select('.news-list-title'))>0: newsUrl=news.select('a')[0]['href'] newsDesc=news.select('.news-list-description')[0].text newsDict=anews(newsUrl) newsDict['description']=newsDesc newsList.append(newsDict) return newsListlistUrl='http://news.gzcc.cn/html/xiaoyuanxinwen/'
alist(listUrl)res=requests.get(listUrl)res.encoding='utf-8'soup=BeautifulSoup(res.text,'html.parser')for n in soup.select('li'): if n.select('.news-list-title'): print(n.select('a')[0]['href'])i=int(soup.select('#pages')[0].text.split('..')[1].rstrip(' 下一页 '))allnews=[]for i in range(99,109): #爬取校园网有限范围的新闻内容 listUrl='http://news.gzcc.cn/html/xiaoyuanxinwen/{}.html'.format(i) allnews.extend(alist(listUrl)) len(allnews) print(allnews)newsUrl='http://news.gzcc.cn/html/2005/xiaoyuanxinwen_0710/4.html'anews(newsUrl)res=requests.get('http://news.gzcc.cn/html/xiaoyuanxinwen/')
res.encoding='utf-8'soup=BeautifulSoup(res.text,'html.parser')for news in soup.select('li'): if len(news.select('.news-list-title'))>0: newsUrl=news.select('a')[0]['href'] print(anews(newsUrl))s1=pd.Series([100,23,'bugingcode'])print(s1)pd.Series(anews)newsdf=pd.DataFrame(allnews)for i in range(5): print(i) time.sleep(random.random()*3) #设置合理的爬取间隔 print(newsdf)newsdf.to_excel('123.xlsx') #在本地项目下生成一个表格存储爬取新闻内容conInfo = "mysql+pymysql://root:@localhost:3306/gzccnewsdb?charset=utf8"
engine = create_engine(conInfo,encoding='utf-8') newsdf.to_sql(name='news',con=engine,if_exists='append',index=False,index_label='id')pymysql.connect(host='localhost',port=3306,user='root',passwd='',db='gzccnewsdb',charset='utf8')
代码运行效果如下:
将新闻内容存储到Excel表中,效果如下:
将新闻内容存储到数据库中,效果如下: