本篇文章主要介紹了python爬蟲之xpath的基本使用詳解,現在分享給大家,也給大家做個參考。一起過來看看吧
一、簡介
XPath 是一門在 XML 文檔中查找信息的語言。XPath 可用來在 XML 文檔中對元素和屬性進行遍歷。XPath 是 W3C XSLT 標準的主要元素,并且 XQuery 和 XPointer 都構建于 XPath 表達之上。
二、安裝
pip3 install lxml
三、使用
1、導入
from lxml import etree
2、基本使用
from lxml import etree
wb_data = """
- first item
- second item
- third item
- fourth item
- fifth item
"""
html = etree.HTML(wb_data)
print(html)
result = etree.tostring(html)
print(result.decode("utf-8"))
從下面的結果來看,我們打印機html其實就是一個python對象,etree.tostring(html)則是不全里html的基本寫法,補全了缺胳膊少腿的標簽。
- first item
- second item
- third item
- fourth item
- fifth item
3、獲取某個標簽的內容(基本使用),注意,獲取a標簽的所有內容,a后面就不用再加正斜杠,否則報錯。
寫法一
html = etree.HTML(wb_data)
html_data = html.xpath('/html/body/p/ul/li/a')
print(html)
for i in html_data:
print(i.text)
first item
second item
third item
fourth item
fifth item
寫法二(直接在需要查找內容的標簽后面加一個/text()就行)
html = etree.HTML(wb_data)
html_data = html.xpath('/html/body/p/ul/li/a/text()')
print(html)
for i in html_data:
print(i)
first item
second item
third item
fourth item
fifth item
4、打開讀取html文件
#使用parse打開html的文件
html = etree.parse('test.html')
html_data = html.xpath('//*')
#打印是一個列表,需要遍歷
print(html_data)
for i in html_data:
print(i.text)
html = etree.parse('test.html')
html_data = etree.tostring(html,pretty_print=True)
res = html_data.decode('utf-8')
print(res)
打印:
- first item
- second item
- third item
- fourth item
- fifth item
5、打印指定路徑下a標簽的屬性(可以通過遍歷拿到某個屬性的值,查找標簽的內容)
html = etree.HTML(wb_data)
html_data = html.xpath('/html/body/p/ul/li/a/@href')
for i in html_data:
print(i)
打印:link1.html
link2.html
link3.html
link4.html
link5.html
6、我們知道我們使用xpath拿到得都是一個個的ElementTree對象,所以如果需要查找內容的話,還需要遍歷拿到數據的列表。
查到絕對路徑下a標簽屬性等于link2.html的內容。
html = etree.HTML(wb_data)
html_data = html.xpath('/html/body/p/ul/li/a[@href="link2.html" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" ]/text()')
print(html_data)
for i in html_data:
print(i)
打印:['second item']
second item
7、上面我們找到全部都是絕對路徑(每一個都是從根開始查找),下面我們查找相對路徑,例如,查找所有li標簽下的a標簽內容。
html = etree.HTML(wb_data)
html_data = html.xpath('//li/a/text()')
print(html_data)
for i in html_data:
print(i)
打印:['first item', 'second item', 'third item', 'fourth item', 'fifth item']
first item
second item
third item
fourth item
fifth item
8、上面我們使用絕對路徑,查找了所有a標簽的屬性等于href屬性值,利用的是/---絕對路徑,下面我們使用相對路徑,查找一下l相對路徑下li標簽下的a標簽下的href屬性的值,注意,a標簽后面需要雙//。
html = etree.HTML(wb_data)
html_data = html.xpath('//li/a//@href')
print(html_data)
for i in html_data:
print(i)
打印:['link1.html', 'link2.html', 'link3.html', 'link4.html', 'link5.html']
link1.html
link2.html
link3.html
link4.html
link5.html
9、相對路徑下跟絕對路徑下查特定屬性的方法類似,也可以說相同。
html = etree.HTML(wb_data)
html_data = html.xpath('//li/a[@href="link2.html" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" rel="external nofollow" ]')
print(html_data)
for i in html_data:
print(i.text)
打印:[]
second item
10、查找最后一個li標簽里的a標簽的href屬性
html = etree.HTML(wb_data)
html_data = html.xpath('//li[last()]/a/text()')
print(html_data)
for i in html_data:
print(i)
打印:['fifth item']
fifth item
11、查找倒數第二個li標簽里的a標簽的href屬性
html = etree.HTML(wb_data)
html_data = html.xpath('//li[last()-1]/a/text()')
print(html_data)
for i in html_data:
print(i)
打印:['fourth item']
fourth item
12、如果在提取某個頁面的某個標簽的xpath路徑的話,可以如下圖:
//*[@id="kw"]
解釋:使用相對路徑查找所有的標簽,屬性id等于kw的標簽。
常用
#!/usr/bin/env python
# -*- coding:utf-8 -*-
from scrapy.selector import Selector, HtmlXPathSelector
from scrapy.http import HtmlResponse
html = """
- first item
- first item
- second itemvv
second item
"""
response = HtmlResponse(url='http://example.com', body=html,encoding='utf-8')
# hxs = HtmlXPathSelector(response)
# print(hxs)
# hxs = Selector(response=response).xpath('//a')
# print(hxs)
# hxs = Selector(response=response).xpath('//a[2]')
# print(hxs)
# hxs = Selector(response=response).xpath('//a[@id]')
# print(hxs)
# hxs = Selector(response=response).xpath('//a[@id="i1"]')
# print(hxs)
# hxs = Selector(response=response).xpath('//a[@href="link.html" rel="external nofollow" rel="external nofollow" ][@id="i1"]')
# print(hxs)
# hxs = Selector(response=response).xpath('//a[contains(@href, "link")]')
# print(hxs)
# hxs = Selector(response=response).xpath('//a[starts-with(@href, "link")]')
# print(hxs)
# hxs = Selector(response=response).xpath('//a[re:test(@id, "i\d+")]')
# print(hxs)
# hxs = Selector(response=response).xpath('//a[re:test(@id, "i\d+")]/text()').extract()
# print(hxs)
# hxs = Selector(response=response).xpath('//a[re:test(@id, "i\d+")]/@href').extract()
# print(hxs)
# hxs = Selector(response=response).xpath('/html/body/ul/li/a/@href').extract()
# print(hxs)
# hxs = Selector(response=response).xpath('//body/ul/li/a/@href').extract_first()
# print(hxs)
# ul_list = Selector(response=response).xpath('//body/ul/li')
# for item in ul_list:
# v = item.xpath('./a/span')
# # 或
# # v = item.xpath('a/span')
# # 或
# # v = item.xpath('*/a/span')
# print(v)
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