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1.取出一个新闻列表页的全部新闻 包装成函数。

2.获取总的新闻篇数,算出新闻总页数。

3.获取全部新闻列表页的全部新闻详情。

import requests
from bs4 import BeautifulSoup
from datetime import datetime
import re




# 获取新闻点击次数
def getClickCount(url):
    newsId = re.findall(r'\_(.*).html', url)[0][-4:]    #使用正则表达式获得新闻编号
    clickUrl = 'http://oa.gzcc.cn/api.php?op=count&id={}&modelid=80'.format(newsId)   #生成点击次数的Request URL
    clickRes = requests.get(clickUrl)   # 利用正则表达式获取新闻点击次数
    clickCount = int(re.search("hits'\).html\('(.*)'\);", clickRes.text).group(1))
    return clickCount

def Get_page(url):
    content_info = {}
    res = requests.get(url)
    res.encoding = 'utf-8'
    soup = BeautifulSoup(res.text, 'html.parser')
    for new in soup.select('li'):
        if len(new.select('.news-list-title')) > 0:

            newsUrl = new.select('a')[0]['href']            # 调用getNewsDetail()获取新闻详情
            resd = requests.get(newsUrl)
            resd.encoding = 'utf-8'
            soupd = BeautifulSoup(resd.text, 'html.parser')
            content = soupd.select('#content')[0].text
            info = soupd.select('.show-info')[0].text            # 调用getNewsId()获取点击次数
            count = getClickCount(newsUrl)            # 识别时间格式
            date = re.search('(\d{4}.\d{2}.\d{2}\s\d{2}.\d{2}.\d{2})', info).group(1)            # 识别一个至三个数据
            if (info.find('作者:') > 0):
                author = re.search('作者:((.{2,4}\s|.{2,4}、){1,3})', info).group(1)
            if (info.find('审核:') > 0):
                check = re.search('审核:((.{2,4}\s){1,3})', info).group(1)
            if (info.find('来源:') > 0):
                sources = re.search('来源:(.*)\s*摄|点', info).group(1)            # 用datetime将时间字符串转换为datetime类型
            dateTime = datetime.strptime(date, '%Y-%m-%d %H:%M:%S')           # 利用format对字符串进行操作
            print('--------------------------------------------------------')
            print('发布时间:{0}\n作者:{1}\n审核:{2}\n来源:{3}\n点击次数:{4}'.format(dateTime, author, check, sources, count))



url = 'http://news.gzcc.cn/html/xiaoyuanxinwen/'
resd = requests.get(url)
resd.encoding = 'utf-8'
soup1 = BeautifulSoup(resd.text, 'html.parser')
n = int(soup1.select('.a1')[0].text.rstrip(''))
Get_page(url)
for i in range(1, n):
    Get_page('http://news.gzcc.cn/html/xiaoyuanxinwen/{}.html'.format(i))

此处有个疑问,最后的for循环中,如果改为(2,n)则只输出某一列表页中的新闻,但是换成(1,n)则显示所有列表中的所有新闻

 

4.找一个自己感兴趣的主题,进行数据爬取,并进行分词分析。不能与其它同学雷同。

import requests, re, jieba
from bs4 import BeautifulSoup
from datetime import datetime


# 获取新闻细节
def getNewsDetail(newsUrl):
    resd = requests.get(newsUrl)
    resd.encoding = 'gb2312'
    soupd = BeautifulSoup(resd.text, 'html.parser')

    content = soupd.select('#endText')[0].text
    info = soupd.select('.post_time_source')[0].text
    date = re.search('(\d{4}.\d{2}.\d{2}\s\d{2}.\d{2}.\d{2})', info).group(1)  # 识别时间格式
    dateTime = datetime.strptime(date, '%Y-%m-%d %H:%M:%S')  # 用datetime将时间字符串转换为datetime类型
    sources = re.search('来源:\s*(.*)', info).group(1)
    keyWords = getKeyWords(content)
    print('发布时间:{0}\n来源:{1}'.format(dateTime, sources))
    print('关键词:{}、{}、{}'.format(keyWords[0], keyWords[1], keyWords[2]))
    print(content)


# 通过jieba分词,获取新闻关键词
def getKeyWords(content):
    content = ''.join(re.findall('[\u4e00-\u9fa5]', content))  # 通过正则表达式选取中文字符数组,拼接为无标点字符内容
    wordSet = set(jieba._lcut(content))
    wordDict = {}
    for i in wordSet:
        wordDict[i] = content.count(i)
    deleteList, keyWords = [], []
    for i in wordDict.keys():
        if len(i) < 2:
            deleteList.append(i)  # 去掉单字无意义字符
    for i in deleteList:
        del wordDict[i]
    dictList = list(wordDict.items())
    dictList.sort(key=lambda item: item[1], reverse=True)  # 排序,返回前三关键字
    for i in range(3):
        keyWords.append(dictList[i][0])
    return keyWords


# 获取一页的新闻
def getListPage(listUrl):
    res = requests.get(listUrl)
    res.encoding = 'gbk'
    soup = BeautifulSoup(res.text, 'html.parser')
    for new in soup.select('.newsList')[0].select('li'):
        newsUrl = new.select('a')[0]['href']
        title = new.select('a')[0].text
        print('题目:{0}\n网址链接:{1}'.format(title, newsUrl))
        getNewsDetail(newsUrl)
        break


listUrl = 'http://tech.163.com/it/'
getListPage(listUrl)
for i in range(1, 10):
    listUrl = 'http://tech.163.com/special/it_2016_%02d/' % i
    getListPage(listUrl)

 

posted on 2018-04-11 21:06  流XC  阅读(174)  评论(0编辑  收藏  举报