爬取全部的校园新闻
1.从新闻url获取新闻详情: 字典,anews
代码如下:
import requests from bs4 import BeautifulSoup from datetime import datetime import re def click(xbk): id=re.findall('(\d{1,5})',xbk)[-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 newsClick def 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 dt def anewsDate(xbk): newsDetail={} res=requests.get(xbk) 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(newsUrl) return newsDetail newsXBK='http://news.gzcc.cn/html/2005/xiaoyuanxinwen_0710/4.html' anewsDate(newsXBK) 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))
运行效果:
2.从列表页的url获取新闻url:列表append(字典) alist
代码如下:
XBK='http://news.gzcc.cn/html/xiaoyuanxinwen/'
res=requests.get(XBK)
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)
newsList
运行效果:
3.生成所页列表页的url并获取全部新闻 :列表extend(列表) allnews
*每个同学爬学号尾数开始的10个列表页,代码如下:
def alist(xbk):
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 newsList
listUrl='http://news.gzcc.cn/html/xiaoyuanxinwen/'
alist(listUrl)
allnews=[]
for i in range(93,100):
listUrl='http://news.gzcc.cn/html/xiaoyuanxinwen/{}.html'.format(i)
allnews.extend(alist(listUrl))
len(allnews)
效果如下:
4.设置合理的爬取间隔:
5.用pandas做简单的数据处理并保存
保存到csv或excel文件
newsdf.to_csv(r'F:\duym\爬虫\gzccnews.csv')
保存到数据库
import sqlite3
with sqlite3.connect('gzccnewsdb.sqlite') as db:
newsdf.to_sql('gzccnewsdb',db)
将新闻内容存储到Excel表中:
将新闻内容存储到数据库中: