The website is API(2)
一、Beautifu Soup库
from bs4 import BeautifulSoup
soup = BeautifulSoup(demo,"html.parser")
Tag、Name、Attributes、NavigableString、Comment
.contents 子节点的列表,将<tag>所有儿子节点存入列表
.children 子节点的迭代类型
.descendants 子孙节点的迭代类型
.parent 节点的父亲标签
.parents 节点先辈标签的迭代类型
.next_sibling(s) 返回安照HTML文本顺序的下一个平行节点标签
.previous_sibling(s) 上一个
>>> import requests
>>> r = requests.get("http://python123.io/ws/demo.html")
>>> demo = r.text
>>> demo
'<html><head><title>This is a python demo page</title></head>\r\n<body>\r\n<p class="title"><b>The demo python introduces several python courses.</b></p>\r\n<p class="course">Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses:\r\n<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>\r\n</body></html>'
>>>from bs4 import BeautifulSoup
>>> soup = BeautifulSoup(demo,"html.parser")
>>> soup.prettify()
'<html>\n <head>\n <title>\n This is a python demo page\n </title>\n </head>\n <body>\n <p class="title">\n <b>\n The demo python introduces several python courses.\n </b>\n </p>\n <p class="course">\n Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses:\n <a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1">\n Basic Python\n </a>\n and\n <a class="py2" href="http://www.icourse163.org/course/BIT-1001870001" id="link2">\n Advanced Python\n </a>\n .\n </p>\n </body>\n</html>'
>>> 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:
<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>
</body>
</html>
二、信息组织与提取
1.信息标记的三种形式:
XML:尖括号
JSON:有类型键值对
YAML:无类型
3.信息提取的一般方法
(1)完整解析信息地标记形式,再提取关键信息
(2)无视标记形式,直接搜索关键信息
(3)融合方法
实例:
>>> import requests
r = requests.get("http://python123.io/ws/demo.html")
demo = r.text
demo SyntaxError: unexpected indent
>>> import requests
>>> r = requests.get("http://python123.io/ws/demo.html")
>>> demo = r.text
>>> demo
'<html><head><title>This is a python demo page</title></head>\r\n<body>\r\n<p class="title"><b>The demo python introduces several python courses.</b></p>\r\n<p class="course">Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses:\r\n<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>\r\n</body></html>'
>>> from bs4 import BeautifulSoup
>>> soup = BeautifulSoup(demo,"html,parser")
Traceback (most recent call last):
File "<pyshell#6>", line 1, in <module>
soup = BeautifulSoup(demo,"html,parser")
File "C:\Users\ASUS\AppData\Local\Programs\Python\Python37-32\lib\site-packages\bs4\__init__.py", line 196, in __init__
% ",".join(features))
bs4.FeatureNotFound: Couldn't find a tree builder with the features you requested: html,parser. Do you need to install a parser library?
>>> yes
Traceback (most recent call last):
File "<pyshell#7>", line 1, in <module>
yes
NameError: name 'yes' is not defined
>>> soup = BeautifulSoup(demo,"html.parser")
>>> from link in soup.find_all('a')
SyntaxError: invalid syntax
>>> for link in soup.find_all('a')
SyntaxError: invalid syntax
>>> for link in soup.find_all('a'):
print(link.get('href')) http://www.icourse163.org/course/BIT-268001
http://www.icourse163.org/course/BIT-1001870001
4.基于bs4库的HTML内容查找方法
<>.find_all(name,attrs,recursive,string,**kwargs)
返回一个列表类型,存储查找的结果
name:对标签名称的检索字符串
>>> soup.find_all('a')
[<a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1">Basic Python</a>, <a class="py2" href="http://www.icourse163.org/course/BIT-1001870001" id="link2">Advanced Python</a>]
>>> soup.find_all(['a','b'])
[<b>The demo python introduces several python courses.</b>, <a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1">Basic Python</a>, <a class="py2" href="http://www.icourse163.org/course/BIT-1001870001" id="link2">Advanced Python</a>]
>>> for tag in soup.find_all(True):
print(tag.name) html
head
title
body
p
b
p
a
a
>>> import re
>>> for tag in soup.find_all(re.compile('b')):
print(tag.name) body
b
attrs:对标签属性值的检索字符串,可标注属性检索
>>> soup.find_all('p','course')
[<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>]
>>> soup.find_all(id='link1')
[<a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1">Basic Python</a>]
>>> soup.find_all(id=re.compile('link'))
[<a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1">Basic Python</a>, <a class="py2" href="http://www.icourse163.org/course/BIT-1001870001" id="link2">Advanced Python</a>]
recursive:是否对子孙全部检索,默认True
>>> soup.find_all('a',recursive=False)
[]
string:<>...</>中字符串区域的检索字符串
>>> soup.find_all(string = 'Basic Python')
['Basic Python']
>>> soup.find_all(string = re.compile("python"))
['This is a python demo page', 'The demo python introduces several python courses.']
>>> soup(string = 'Basic Python')
['Basic Python']
扩展方法:
<>.find() find_parents parent next_sibling(s) previous_sibling(s)
三、中国大学排名定向爬虫
技术路线:requests+bs4
可行性:robots协议
步骤1:获取内容 getHTMLText()
2:数据结构 fillUnivList()
3:利用DS printUnivList()
import requests
from bs4 import BeautifulSoup
import bs4 def getHTMLText(url):
try:
r = requests.get(url,timeout=30)
r.raise_for_status()
r.encoding = r.apparent_encoding
return r.text
except:
return "" def fillUnivList(ulist,html):
soup = BeautifulSoup(html,'html.parser')
for tr in soup.find('tbody').children:
if isinstance(tr,bs4.element.Tag):#过滤
tds = tr('td')
ulist.append([tds[0].string,tds[1].string,tds[3].string]) def printUnivList(ulist,num):
#tplt = "{0:^10}\t{1:{3}^10}\t{2:^10}"
print("{:^10}\t{:^6}\t{:^10}".format("排名","学校名称","总分"))
for i in range(num):
u = ulist[i]
print("{:^10}\t{:^6}\t{:^10}".format(u[0],u[1],u[2])) def main():
uinfo = []
url='http://www.zuihaodaxue.com/zuihaodaxuepaiming2019.html'
html = getHTMLText(url)
fillUnivList(uinfo,html)
printUnivList(uinfo,20)
main()
优化后:
import requests
from bs4 import BeautifulSoup
import bs4 def getHTMLText(url):
try:
r = requests.get(url,timeout=30)
r.raise_for_status()
r.encoding = r.apparent_encoding
return r.text
except:
return "" def fillUnivList(ulist,html):
soup = BeautifulSoup(html,'html.parser')
for tr in soup.find('tbody').children:
if isinstance(tr,bs4.element.Tag):#过滤
tds = tr('td')
ulist.append([tds[0].string,tds[1].string,tds[3].string]) def printUnivList(ulist,num):
tplt = "{0:^10}\t{1:{3}^10}\t{2:^10}"
print(tplt.format("排名","学校名称","总分",chr(12288)))
for i in range(num):
u = ulist[i]
print(tplt.format(u[0],u[1],u[2],chr(12288))) def main():
uinfo = []
url='http://www.zuihaodaxue.com/zuihaodaxuepaiming2019.html'
html = getHTMLText(url)
fillUnivList(uinfo,html)
printUnivList(uinfo,20)
main()
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