这个作业的要求来自于:https://edu.cnblogs.com/campus/gzcc/GZCC-16SE2/homework/2941。
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 Editor This is a temporary script file. """ import requests from bs4 import BeautifulSoup from datetime import datetime import re import pandas as pd import sqlite3 import time import random 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['nenewsTitle']=soup.select('.show-title')[0].text showinfo=soup.select('.show-info')[0].text newsDetail['newsDT']=newsdt(showinfo) newsDetail['newsClick']=click(newsUrl) return newsDetail 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['description']=newsDesc newsList.append(newsDict) return newsList listUrl='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 with sqlite3.connect('gzccnewsdb.sqlite') as db: newsdf.to_sql('gzccnewsdb',db) #在本地项目下生成一个数据库存储爬取新闻内容
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: