爬取全部校园新闻
作业要求来自:https://edu.cnblogs.com/campus/gzcc/GZCC-16SE1/homework/3002
0.从新闻url获取点击次数,并整理成函数
SRE实战 互联网时代守护先锋,助力企业售后服务体系运筹帷幄!一键直达领取阿里云限量特价优惠。- newsUrl
- newsId(re.search())
- clickUrl(str.format())
- requests.get(clickUrl)
- re.search()/.split()
- str.lstrip(),str.rstrip()
- int
- 整理成函数
- 获取新闻发布时间及类型转换也整理成函数
import re url='http://news.gzcc.cn/html/2019/xiaoyuanxinwen_0320/11029.html' clickurl='http://oa.gzcc.cn/api.php?op=count&id=11029&modelid=80'
re.match('http://news.gzcc.cn/html/2019/xiaoyuanxinwen_0320/(.*).html',url).groups(0)
re.search('/(\d*).html',url).groups(1)
id=re.findall('(\d+)',url)[-1]
clickurl="http://oa.gzcc.cn/api.php?op=count&id={}&modelid=80".format(id)
clickurl
整理成函数:
import requests
from bs4 import BeautifulSoup
from datetime import datetime
import re
def 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 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 anews(url):
newsDetail = {}
res=requests.get(url)
res.encoding='utf-8'
soup=BeautifulSoup(res.text,'html.parser')
newsDetail['newsTitle']=soup.select('.show-title')[0].text
showinfo=soup.select('.show-info')[0].text
newsDetail['newsDT']=newsdt(showinfo)
newsDetail['newsClick']=click(newsUrl)
return newsDetail
1.从新闻url获取新闻详情: 字典,anews
newsUrl='http://news.gzcc.cn/html/2005/xiaoyuanxinwen_0710/4.html' anews=anews(newsUrl) anews
2.从列表页的url获取新闻url:列表append(字典) alist
def 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['newsUrl']=newsUrl
newsDict['description']=newsDesc
newsList.append(newsDict)
return newsList
listUrl='http://news.gzcc.cn/html/xiaoyuanxinwen/'
alist(listUrl)
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
allnews=[]
for i in range(46,56):
listUrl='http://news.gzcc.cn/html/xiaoyuanxinwen/{}.html'.format(i)
allnews.extend(alist(listUrl))
len(allnews)
4.设置合理的爬取间隔
import time
import random
time.sleep(random.random()*3)
5.用pandas做简单的数据处理并保存
保存到csv或excel文件
import pandas as pd newsdf=pd.DataFrame(allnews) newsdf.to_csv(r'F:\gzccnews.csv')
newsdf.to_csv(r'F:\duym\爬虫\gzccnews.csv')
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