Python网络爬虫之提取&Beautiful Soup库入门学习笔记手札及代码实战

    技术2022-07-11  92

    Beautiful Soup库入门学习

    学习笔记手札及单元小结Beautiful Soup库的安装Beautiful Soup库的安装小测Beautiful Soup 库的基本元素Beautiful Soup库的引用BeautifulSoup类Tag标签Tag的name(名字)Tag的attrs(属性)Tag的NavigableStringTag的Comment 基于bs4库的HTML内容遍历方法标签树的下行遍历标签树的上行遍历标签树的平行遍历 基于bs4库的HTML格式输出bs4库的prettify()方法bs4库的编码

    学习笔记手札及单元小结

    Beautiful Soup库的安装

    https://www.crummy.com/software/BeautifulSoup/

    Win平台:“以管理员身份运行”cmd 执行 pip install beautifulsoup4

    Beautiful Soup库的安装小测

    此处用Requests库获取demo.html源代码:

    >>> import requests >>> r = requests.get("http://python123.io/ws/demo.html") >>> r.text '<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>' >>> demo = r.text

    此处引入BeautifulSoup库

    >>> from bs4 import BeautifulSoup >>> 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: <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> from bs4 import BeautifulSoup soup = BeautifulSoup('<p>data</p>','html.parser')

    Beautiful Soup 库的基本元素

    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

    >>> from bs4 import BeautifulSoup >>> soup = BeautifulSoup("<html>data</html>","html.parser") >>> soup2 = BeautifulSoup(open("D://demo.html"),"html.parser")

    Tag标签

    >>> from bs4 import BeautifulSoup >>> soup = BeautifulSoup(demo,"html.parser") >>> soup.title <title>This is a python demo page</title> >>> tag = soup.a >>> tag <a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1">Basic Python</a>

    Tag的name(名字)

    >>> from bs4 import BeautifulSoup >>> soup = BeautifulSoup(demo,"html.parser") >>> soup.a.name 'a' >>> soup.a.parent.name 'p' >>> soup.a.parent.parent.name 'body'

    Tag的attrs(属性)

    一个可以有0或多个属性,字典类型

    >>> tag = soup.a >>> tag.attrs {'href': 'http://www.icourse163.org/course/BIT-268001', 'class': ['py1'], 'id': 'link1'} >>> tag.attrs['class'] ['py1'] >>> tag.attrs['href'] 'http://www.icourse163.org/course/BIT-268001' >>> type(tag.attrs) <class 'dict'> >>> type(tag) <class 'bs4.element.Tag'>

    Tag的NavigableString

    NavigableString可以跨越多个层次

    >>> soup.a <a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1">Basic Python</a> >>> soup.a.string 'Basic Python' >>> soup.p <p class="title"><b>The demo python introduces several python courses.</b></p> >>> soup.p.string 'The demo python introduces several python courses.' >>> type(soup.p.string) <class 'bs4.element.NavigableString'>

    Tag的Comment

    Comment是一种特殊类型

    >>> newsoup = BeautifulSoup("<b><!--This is a comment--></b><p>This is not a coment</p>","html.parser") >>> newsoup.b.string 'This is a comment' >>> type(newsoup.b.string) <class 'bs4.element.Comment'> >>> newsoup.p.string 'This is not a coment' >>> type(newsoup.p.string) <class 'bs4.element.NavigableString'>

    基于bs4库的HTML内容遍历方法

    标签树的下行遍历

    >>> soup = BeautifulSoup(demo,"html.parser") >>> soup.head <head><title>This is a python demo page</title></head> >>> soup.head.contents [<title>This is a python demo page</title>] >>> soup.body.contents ['\n', <p class="title"><b>The demo python introduces several python courses.</b></p>, '\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: <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>, '\n'] >>> len(soup.body.contents) 5 >>> soup.body.contents[1] <p class="title"><b>The demo python introduces several python courses.</b></p>

    标签树的上行遍历

    >>> soup = BeautifulSoup(demo,"html.parser") >>> soup.title.parent <head><title>This is a python demo page</title></head> >>> soup.html.parent <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> >>> soup.parent

    标签树的平行遍历

    >>> soup = BeautifulSoup(demo,"html.parser") >>> soup.a.next_sibling ' and ' >>> soup.a.next_sibling.next_sibling <a class="py2" href="http://www.icourse163.org/course/BIT-1001870001" id="link2">Advanced Python</a> >>> soup.a.previous_sibling 'Python is a wonderful general-purpose programming language. You can learn Python from novice to professional by tracking the following courses:\r\n' >>> soup.a.previous_sibling.previous_sibling >>> soup.a.parent <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>

    基于bs4库的HTML格式输出

    bs4库的prettify()方法

    >>> 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> >>> print(soup.a.prettify()) <a class="py1" href="http://www.icourse163.org/course/BIT-268001" id="link1"> Basic Python </a>

    bs4库的编码

    bs4库将任何HTML输入都变成utf-8编码

    >>> soup = BeautifulSoup("<p>中文</p>","html.parser") >>> soup.p.string '中文' >>> print(soup.p.prettify()) <p> 中文 </p>
    Processed: 0.014, SQL: 9