• 爬取全部的校园新闻


    题目:

    1.从新闻url获取新闻详情: 字典,anews

    2.从列表页的url获取新闻url:列表append(字典) alist

    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

    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 

    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)


    import requests
    from bs4 import BeautifulSoup
    from datetime import datetime
    import re
    import pandas as pd
    import time
    import random
    import sqlite3
    
    
    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):  # 从新闻url获取新闻详情: 字典,anews
        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
    
    
    def alist(url):  # 从列表页的url获取新闻url:列表append(字典) alist
        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
    
    
    newsUrl = 'http://news.gzcc.cn/html/2005/xiaoyuanxinwen_0710/4.html'
    listUrl = 'http://news.gzcc.cn/html/xiaoyuanxinwen/'
    alist(listUrl)
    alist(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))
    
    allnews = []
    for i in range(97, 107):  # 爬取学号尾数开始的10个列表页
        listUrl = 'http://news.gzcc.cn/html/xiaoyuanxinwen/{}.html'.format(i)
        allnews.extend(alist(listUrl))
    
    print("allnewsLength={}".format(len(allnews)))
    print(allnews)
    
    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)  # 设置爬取的时间间隔
        print(newsdf)
    
    newsdf.to_csv(r'D:Downloadgzcc.csv', encoding='utf_8_sig')  # 保存成csv格式,为避免乱码,设置编码格式为utf_8_sig
    
    with sqlite3.connect(r'D:Downloadgzccnewsdb2.sqlite') as db:  # 保存文件为sql
        newsdf.to_sql('gzccnewsdb2', db)

    效果

    保存的文件

    css打开的结果

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  • 原文地址:https://www.cnblogs.com/hesz/p/10693323.html
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