三种数据抓取的方法
- 正则表达式(re库)
- BeautifulSoup(bs4)
- lxml
*利用之前构建的下载网页函数,获取目标网页的html,我们以https://guojiadiqu.bmcx.com/A...为例,获取html。
from get_html import download
url = 'https://guojiadiqu.bmcx.com/AFG__guojiayudiqu/'
page_content = download(url)
*假设我们需要爬取该网页中的国家名称和概况,我们依次使用这三种数据抓取的方法实现数据抓取。
1.正则表达式
from get_html import download
import re
url = 'https://guojiadiqu.bmcx.com/AFG__guojiayudiqu/'
page_content = download(url)
country = re.findall('class="h2dabiaoti">(.*?)', page_content) #注意返回的是list
survey_data = re.findall('(.*?) ', page_content)
survey_info_list = re.findall(' (.*?)
', survey_data[0])
survey_info = ''.join(survey_info_list)
print(country[0],survey_info)
2.BeautifulSoup(bs4)
from get_html import download
from bs4 import BeautifulSoup
url = 'https://guojiadiqu.bmcx.com/AFG__guojiayudiqu/'
html = download(url)
#创建 beautifulsoup 对象
soup = BeautifulSoup(html,"html.parser")
#搜索
country = soup.find(attrs={'class':'h2dabiaoti'}).text
survey_info = soup.find(attrs={'id':'wzneirong'}).text
print(country,survey_info)
3.lxml
from get_html import download
from lxml import etree #解析树
url = 'https://guojiadiqu.bmcx.com/AFG__guojiayudiqu/'
page_content = download(url)
selector = etree.HTML(page_content)#可进行xpath解析
country_select = selector.xpath('//*[@id="main_content"]/h2') #返回列表
for country in country_select:
print(country.text)
survey_select = selector.xpath('//*[@id="wzneirong"]/p')
for survey_content in survey_select:
print(survey_content.text,end='')