python beautiful soup库入门 python beautiful soup库入门安装教程
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beautiful soup库的安装
pip install beautifulsoup4
beautiful soup库的理解
beautiful soup库是解析、遍历、维护“标签树”的功能库
beautiful soup库的引用
from bs4 import BeautifulSoup import bs4
BeautifulSoup类
BeautifulSoup对应一个HTML/XML文档的全部内容
回顾demo.html
import requests r = requests.get("http://python123.io/ws/demo.html") demo = r.text print(demo)
<html><head><title>This is a python demo page</title></head> <body> <p class="title"><b>The demo python introduces several python courses.</b></p> <p class="course">Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses: <a href="http://www.icourse163.org/course/BIT-268001" class="py1" id="link1">Basic Python</a> and <a href="http://www.icourse163.org/course/BIT-1001870001" class="py2" id="link2">Advanced Python</a>.</p> </body></html>
Tag标签
基本元素 | 说明 |
---|---|
Tag | 标签,最基本的信息组织单元,分别用<>和</>标明开头和结尾 |
import requests from bs4 import BeautifulSoup r = requests.get("http://python123.io/ws/demo.html") demo = r.text soup = BeautifulSoup(demo,"html.parser") print(soup.title) tag = soup.a print(tag)
<title>This is a python demo page</title> <a href="http://www.icourse163.org/course/BIT-268001" >Basic Python</a>
任何存在于HTML语法中的标签都可以用soup.访问获得。当HTML文档中存在多个相同对应内容时,soup.返回第一个
Tag的name
基本元素 | 说明 |
---|---|
Name | 标签的名字,
… 的名字是'p',格式:.name |
import requests from bs4 import BeautifulSoup r = requests.get("http://python123.io/ws/demo.html") demo = r.text soup = BeautifulSoup(demo,"html.parser") print(soup.a.name) print(soup.a.parent.name) print(soup.a.parent.parent.name)
a p body
Tag的attrs(属性)
基本元素 | 说明 |
---|---|
Attributes | 标签的属性,字典形式组织,格式:.attrs |
import requests from bs4 import BeautifulSoup r = requests.get("http://python123.io/ws/demo.html") demo = r.text soup = BeautifulSoup(demo,"html.parser") tag = soup.a print(tag.attrs) print(tag.attrs['class']) print(tag.attrs['href']) print(type(tag.attrs)) print(type(tag))
{'href': 'http://www.icourse163.org/course/BIT-268001', 'class': ['py1'], 'id': 'link1'} ['py1'] http://www.icourse163.org/course/BIT-268001 <class 'dict'> <class 'bs4.element.Tag'>
Tag的NavigableString
Tag的NavigableString
基本元素 | 说明 |
---|---|
NavigableString | 标签内非属性字符串,<>…</>中字符串,格式:.string |
基本元素 | 说明 |
---|---|
Comment | 标签内字符串的注释部分,一种特殊的Comment类型 |
import requests from bs4 import BeautifulSoup newsoup = BeautifulSoup("<b><!--This is a comment--></b><p>This is not a comment</p>","html.parser") print(newsoup.b.string) print(type(newsoup.b.string)) print(newsoup.p.string) print(type(newsoup.p.string))
This is a comment <class 'bs4.element.Comment'> This is not a comment <class 'bs4.element.NavigableString'>
HTML基本格式
标签树的下行遍历
属性 | 说明 |
---|---|
.contents | 子节点的列表,将所有儿子结点存入列表 |
.children | 子节点的迭代类型,与.contents类似,用于循环遍历儿子结点 |
.descendents | 子孙节点的迭代类型,包含所有子孙节点,用于循环遍历 |
BeautifulSoup类型是标签树的根节点
import requests from bs4 import BeautifulSoup r = requests.get("http://python123.io/ws/demo.html") demo = r.text soup = BeautifulSoup(demo,"html.parser") print(soup.head) print(soup.head.contents) print(soup.body.contents) print(len(soup.body.contents)) print(soup.body.contents[1])
<head><title>This is a python demo page</title></head> [<title>This is a python demo page</title>] ['\n', <p ><b>The demo python introduces several python courses.</b></p>, '\n', <p >Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses: <a href="http://www.icourse163.org/course/BIT-268001" >Basic Python</a> and <a href="http://www.icourse163.org/course/BIT-1001870001" >Advanced Python</a>.</p>, '\n'] 5 <p ><b>The demo python introduces several python courses.</b></p>
for child in soup.body.children: print(child) #遍历儿子结点 for child in soup.body.descendants: print(child) #遍历子孙节点
标签树的上行遍历
属性 | 说明 |
---|---|
.parent | 节点的父亲标签 |
.parents | 节点先辈标签的迭代类型,用于循环遍历先辈节点 |
import requests from bs4 import BeautifulSoup r = requests.get("http://python123.io/ws/demo.html") demo = r.text soup = BeautifulSoup(demo,"html.parser") print(soup.title.parent) print(soup.html.parent)
<head><title>This is a python demo page</title></head> <html><head><title>This is a python demo page</title></head> <body> <p ><b>The demo python introduces several python courses.</b></p> <p >Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses: <a href="http://www.icourse163.org/course/BIT-268001" >Basic Python</a> and <a href="http://www.icourse163.org/course/BIT-1001870001" >Advanced Python</a>.</p> </body></html>
import requests from bs4 import BeautifulSoup r = requests.get("http://python123.io/ws/demo.html") demo = r.text soup = BeautifulSoup(demo,"html.parser") for parent in soup.a.parents: if parent is None: print(parent) else: print(parent.name)
p body html [document]
标签的平行遍历
属性 | 说明 |
---|---|
.next_sibling | 返回按照HTML文本顺序的下一个平行节点标签 |
.previous.sibling | 返回按照HTML文本顺序的上一个平行节点标签 |
.next_siblings | 迭代类型,返回按照HTML文本顺序的后续所有平行节点标签 |
.previous.siblings | 迭代类型,返回按照HTML文本顺序的前续所有平行节点标签 |
import requests from bs4 import BeautifulSoup r = requests.get("http://python123.io/ws/demo.html") demo = r.text soup = BeautifulSoup(demo,"html.parser") print(soup.a.next_sibling) print(soup.a.next_sibling.next_sibling) print(soup.a.previous_sibling) print(soup.a.previous_sibling.previous_sibling) print(soup.a.parent)
and <a class="py2" href="http://www.icourse163.org/course/BIT-1001870001" id="link2">Advanced Python</a> Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses: None <p class="course">Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses: <a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1">Basic Python</a> and <a class="py2" href="http://www.icourse163.org/course/BIT-1001870001" id="link2">Advanced Python</a>.</p>
for sibling in soup.a.next_sibling: print(sibling) #遍历后续节点 for sibling in soup.a.previous_sibling: print(sibling) #遍历前续节点
bs库的prettify()方法
import requests from bs4 import BeautifulSoup r = requests.get("http://python123.io/ws/demo.html") demo = r.text soup = BeautifulSoup(demo,"html.parser") print(soup.prettify())
<html> <head> <title> This is a python demo page </title> </head> <body> <p class="title"> <b> The demo python introduces several python courses. </b> </p> <p class="course"> Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses: Basic Python </a> and <a class="py2" href="http://www.icourse163.org/course/BIT-1001870001" id="link2"> Advanced Python </a> . </p> </body> </html>
.prettify()为HTML文本<>及其内容增加更加'\n'
.prettify()可用于标签,方法:.prettify()
bs4库的编码
bs4库将任何HTML输入都变成utf-8编码
python 3.x默认支持编码是utf-8,解析无障碍
import requests from bs4 import BeautifulSoup soup = BeautifulSoup("<p>中文</p>","html.parser") print(soup.p.string) print(soup.p.prettify())
中文 <p> 中文 </p>
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