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  • 爬虫大作业

                           


    1.选一个自己感兴趣的主题。

    2.用python 编写爬虫程序,从网络上爬取相关主题的数据。

    3.对爬了的数据进行文本分析,生成词云。

    4.对文本分析结果进行解释说明。

    5.写一篇完整的博客,描述上述实现过程、遇到的问题及解决办法、数据分析思想及结论。

    6.最后提交爬取的全部数据、爬虫及数据分析源代码。

    from bs4 import BeautifulSoup
    import logging
    import sys
    reload(sys)
    sys.setdefaultencoding( "utf-8" )
    
    
    class Item(object):
        title = None #帖子标题
        firstAuthor = None #帖子原作者
        firstTime = None #帖子创建时间
        reNum = None #帖子回复浏览数量
        LastTime = None #帖子最后回复时间
        LastAuthor = None #帖子最后回复作者
        link = None #帖子链接
    
    # 全局方法获取网页内容
    def getResponseContent(url):
        try:
             response = urllib2.urlopen(url.encode('utf8'),timeout=20)
        except:
            logging.error(u'Python返回URL:{}数据失败'.format(url))
        else:
            logging.info(u'Python返回URL:{}数据成功'.format(url))
            return response.read()
    
    class getHupuInfo(object):
        def __init__(self,url):
            self.url = url
            self.pageSum = 3 
            self.urls = self.getUrls(self.pageSum)
            self.items = self.spider(self.urls)
            self.pipelines(self.items)
    
        def getUrls(self,pageSum):
            urls = []
            urls.append(self.url)
            for pn in range(1,pageSum):
                tempurl = self.url + '-'+ str(pn+1)
                urls.append(tempurl)
            logging.info(u'获取URLS成功!
    ')
            return urls
    
        def spider(self,urls):
            items = []
            for url in urls:
                htmlContent = getResponseContent(url)
                soup = BeautifulSoup(htmlContent,'lxml')
                tagtable = soup.find('table',attrs={'id':'pl'})
                tagstr = tagtable.find_all('tr')
    
                flag = 0 
                for tag in tagstr:
                    if flag == 0:
                        flag +=1
                        continue
                    else:
                        flag += 1
                        item = Item()
                        item.link = '/'+ tag.get('mid') + '.html'  
                        item.title = tag.find('td', attrs={'class': 'p_title'}).find('a',href = item.link).get_text()
                        item.firstAuthor = tag.find('td', attrs={'class': 'p_author'}).a.get_text()
                        item.firstTime = tag.find('td', attrs={'class': 'p_author'}).get_text()
                        item.reNum = tag.find('td', attrs={'class': 'p_re'}).get_text()
                        item.LastAuthor = tag.find('td', attrs={'class': 'p_retime'}).a.get_text()
                        item.LastTime = tag.find('td', attrs={'class': 'p_retime'}).get_text()
                        items.append(item)
            logging.info(u'获取帖子成功')
            return items
    
        def pipelines(self,items):
            fileName = u'Hupu_bxj.txt'
            with open(fileName,'w') as fp:
                for item in items:
                    #fp.write('{}	{}	{}	{}	{}	{}
    {}
    
    '.format(item.title,item.firstAuthor,item.firstTime,item.reNum,item.LastAuthor,item.LastTime,item.link))
                    fp.write('{}
     '.format(item.title).encode('utf8'))
            logging.info(u'写入文本成功')
    
        def getpiclink(self):
            piclink = []
            for item in self.items:
                piclink.append(self.url[0:20] + item.link)
            logging.info(u'返回图片帖子链接成功')
            return piclink
    
    
    
    
    class picInfo(object):
    
        def __init__(self,links):
            self.links = links
            self.imgurls = []
            self.spider()
            self.pipeline()
    
    
        def spider(self):
    
            if self.links == None:
                logging.error('无图片链接')
            else:
                for link in self.links:
                    htmlContent = getResponseContent(link)
                    soup =  BeautifulSoup(htmlContent,'lxml')
                    tagDiv = soup.find('div',attrs={'id':'tpc'})
                    img = tagDiv.find('div',attrs={'class':'quote-content'}).find_all('img')
                    if img == None:
                        continue
                    else:
                        for subimg in img:
                         
                            if subimg.get('data-original') == None:
                                imgurl = subimg.get('src')
                            else:
                                imgurl = subimg.get('data-original')
                            self.imgurls.append(imgurl)
            logging.info(u'获取图片链接成功')
    
        def pipeline(self):
    
            for i in range(len(self.imgurls)):
                if self.imgurls[i][-3:] == 'png':
                    imgname = str(i) + '.png'
                elif self.imgurls[i][-3:] == 'jpg':
                    imgname = str(i) + '.jpg'
                elif self.imgurls[i][-4:] == 'jpeg':
                    imgname = str(i) + '.jpeg'
                elif self.imgurls[i][-3:] == 'gif':
                    imgname = str(i) + '.jpeg'
                else:
                    continue
                img = getResponseContent(self.imgurls[i])
    
                with open (imgname, 'ab') as fp:
                    fp.write(img)
            logging.info(u'写入图片成功')
    
    if __name__ == '__main__':
        logging.basicConfig(level= logging.INFO)
        url = u'https://bbs.hupu.com/bxj'
        HUPU = getHupuInfo(url)
        picurls = HUPU.getpiclink()
        PIC = picInfo(picurls)

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  • 原文地址:https://www.cnblogs.com/lk666/p/8974592.html
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