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python xpath爬虫有哪些实用案例

小樊
131
2024-12-11 02:09:21
栏目: 编程语言

Python的XPath爬虫在数据抓取和网页解析中非常有用。以下是一些实用的案例:

爬取猪八戒网站信息

  • 案例描述:使用XPath从猪八戒网站抓取服务商信息。
  • 实现方法:通过解析HTML页面,使用XPath选择器定位并提取所需信息。
  • 关键代码
    import requests
    from lxml import etree
    
    url = "https://www.zbj.com/fw/?k=saas"
    resp = requests.get(url)
    html = etree.HTML(resp.text)
    divs = html.xpath('//*[@id="__layout"]/div/div[3]/div/div[4]/div/div[2]/div[1]/div')
    for div in divs:
        title = div.xpath('./div/div[3]/div[2]/a/text()')[0]
        price = div.xpath("./div/div[3]/div[1]/span/text()")
        com_name = div.xpath('./div/a/text()')
    

爬取58同城二手房信息

  • 案例描述:从58同城抓取二手房信息。
  • 实现方法:发送HTTP请求获取页面内容,然后使用XPath提取所需数据。
  • 关键代码
    import requests
    from lxml import etree
    
    url = "https://xa.58.com/ershoufang/"
    headers = {'User-Agent':'Mozilla/5.0'}
    resp = requests.get(url, headers=headers)
    tree = etree.HTML(resp.text)
    div_list = tree.xpath('//section[@class="list"]/div')
    with open('./58同城二手房.txt','w',encoding='utf-8') as fp:
        for div in div_list:
            title = div.xpath('.//div[@class="property-content-title"]/h3/text()')[0]
            fp.write(title+'\n')
    

爬取图片并下载

  • 案例描述:从某个网站爬取图片并下载到本地。
  • 实现方法:发送HTTP请求获取图片链接,然后使用XPath提取图片URL,并下载图片。
  • 关键代码
    import requests
    from lxml import etree
    import os
    
    url = "https://pic.netbian.com/4kmeinv/"
    headers = {'User-Agent':'Mozilla/5.0'}
    resp = requests.get(url, headers=headers)
    tree = etree.HTML(resp.text)
    li_list = tree.xpath('//div[@class="slist"]/ul/li/a')
    if not os.path.exists('./piclibs'):
        os.mkdir('./piclibs')
    for li in li_list:
        detail_url = li.xpath('./img/@src')[0]
        detail_name = li.xpath('./img/@alt')[0]+'.jpg'
        detail_path = './piclibs/'+ detail_name
        detail_data = requests.get(detail_url, headers=headers).content
        with open(detail_path,'wb') as fp:
            fp.write(detail_data)
    

这些案例展示了XPath在Python爬虫中的强大功能和广泛应用。通过学习和实践这些案例,可以提高你的爬虫开发技能。

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