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三、Beautiful Soup解析库

發(fā)布時間：2023/12/1 编程问答 50 豆豆
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一、Beautiful Soup介紹與安裝

1，Beautiful Soup介紹

答：Beautiful Soup是一個可以從HTML或XML文件中提取數(shù)據(jù)的Python庫

2，Beautiful Soup安裝

答：安裝Beautiful Soup 4：pip install bs4
安裝lxml：pip install lxml

二、Beautiful Soup對象介紹與創(chuàng)建

1，Beautiful Soup對象介紹

答：Beautiful Soup對象代表要解析整個文檔樹，支持遍歷文檔樹和搜索文檔樹中描述的大部分的方法。

2，Beautiful Soup對象創(chuàng)建

答：

  • 導入模塊：from bs4 import BeautifulSoup
  • 創(chuàng)建Beautiful Soup對象：soup = BeautifulSoup('html文檔','lxml')
    • #導入模塊 from bs4 import BeautifulSoup#創(chuàng)建BeautifulSoup對象 soup = BeautifulSoup('<html>data</html>','lxml') print(soup)#結果為：<html><body><p>data</p></body></html> #這里Beautiful Soup會自動補全html

    3，Beautiful Soup對象的find方法

    find方法的作用：搜索文檔樹

    find(self,name=None,attrs={},recursive=True,text=None,**kwargs)
    參數(shù)：
    name:標簽名
    attrs：屬性字典
    recursive：是否遞歸循環(huán)查找
    text：根據(jù)文本內容查找
    返回：
    查找到的第一個元素對象

    根據(jù)標簽名查找：soup.find(‘a(chǎn)’)
    根據(jù)屬性查找：soup.find(id=‘2’)、soup.find(attrs={‘id’:‘2’})
    根據(jù)文本內容查找：soup.find(text=‘three’)

    ①根據(jù)標簽名查找
    獲取下面文檔中的title標簽和a標簽
    文檔內容如下：

    <html> <head><title>百度一下，你就知道</title></head><body><p class="title"><b>beyondyanyu</b></p><p class="beyond"> Epiphany<a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="1" class=beyond>one</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="2" class=beyond>two</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="3" class=beyond>three</a>humour</p></body> </html> # 1，導入模塊 from bs4 import BeautifulSoup # 2，準備文檔字符串 html = ''' <html> <head><title>百度一下，你就知道</title></head><body><p class="title"><b>beyondyanyu</b></p><p class="beyond"> Epiphany<a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="1" class=beyond>one</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="2" class=beyond>two</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="3" class=beyond>three</a>humour</p></body> </html> ''' # 3，創(chuàng)建Beautiful Soup對象 soup = BeautifulSoup(html,'lxml') # 4，查找title標簽 title = soup.find('title') print(title)#結果為：<title>百度一下，你就知道</title> # 5，查找a標簽 a = soup.find('a') print(a)#結果為：<a class="beyond" href="https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343" id="1">one</a> # 6，查找所有的a標簽 a_all = soup.find_all('a') print(a_all)#結果為：[<a class="beyond" href="https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343" id="1">one</a>, <a class="beyond" href="https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343" id="2">two</a>, <a class="beyond" href="https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343" id="3">three</a>]

    ②根據(jù)屬性查找
    獲取下面文檔中的id為2的標簽
    文檔內容如下：

    <html> <head><title>百度一下，你就知道</title></head><body><p class="title"><b>beyondyanyu</b></p><p class="beyond"> Epiphany<a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="1" class=beyond>one</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="2" class=beyond>two</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="3" class=beyond>three</a>humour</p></body> </html> # 1，導入模塊 from bs4 import BeautifulSoup # 2，準備文檔字符串 html = ''' <html> <head><title>百度一下，你就知道</title></head><body><p class="title"><b>beyondyanyu</b></p><p class="beyond"><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="1" class=beyond>one</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="2" class=beyond>two</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="3" class=beyond>three</a></p></body> </html> ''' # 3，創(chuàng)建Beautiful Soup對象 soup = BeautifulSoup(html,'lxml')# 4，查找文檔中id為2的標簽 # 方式一，通過命名參數(shù)進行指定 two = soup.find(id='2') print(two)#結果為：<a class="beyond" href="https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343" id="2">two</a># 方法二：使用attrs來指定屬性字典進行查找 two = soup.find(attrs={'id':'2'}) print(two)#結果為：<a class="beyond" href="https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343" id="2">two</a>

    ③根據(jù)文本查找
    獲取下面文檔中文本為three的標簽文本
    文檔內容如下：

    <html> <head><title>百度一下，你就知道</title></head><body><p class="title"><b>beyondyanyu</b></p><p class="beyond"> Epiphany<a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="1" class=beyond>one</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="2" class=beyond>two</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="3" class=beyond>three</a>humour</p></body> </html> # 1，導入模塊 from bs4 import BeautifulSoup # 2，準備文檔字符串 html = ''' <html> <head><title>百度一下，你就知道</title></head><body><p class="title"><b>beyondyanyu</b></p><p class="beyond"><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="1" class=beyond>one</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="2" class=beyond>two</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="3" class=beyond>three</a></p></body> </html> ''' # 3，創(chuàng)建Beautiful Soup對象 soup = BeautifulSoup(html,'lxml')# 4，查找文檔中文本為three的標簽文本 text = soup.find(text='three') print(text)#結果為：three

    4，Beautiful Soup對象中的Tag對象

    Tag對象介紹：Tag對象對應于原始文檔中的XML或HTML標簽
    Tag有很多方法和屬性，可以用于遍歷文檔樹和搜索文檔樹以及獲取標簽內容

    Tag對象常見的屬性
    name：獲取標簽名稱
    attrs：獲取標簽所有屬性的鍵和值
    text：獲取標簽的文本字符串

    # 1，導入模塊 from bs4 import BeautifulSoup # 2，準備文檔字符串 html = ''' <html> <head><title>百度一下，你就知道</title></head><body><p class="title"><b>beyondyanyu</b></p><p class="beyond"><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="1" class=beyond>one</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="2" class=beyond>two</a><a href=https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343 id="3" class=beyond>three</a></p></body> </html> ''' # 3，創(chuàng)建Beautiful Soup對象 soup = BeautifulSoup(html,'lxml') # 4，查找title標簽 title = soup.find('title') #print(title) # 5，查找a標簽 a = soup.find('a')print(type(a))#結果為：<class 'bs4.element.Tag'> print("標簽名：",a.name)#結果為：標簽名： a print("標簽所有屬性",a.attrs)#結果為：標簽所有屬性： {'href': 'https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343', 'id': '1', 'class': ['beyond']} print("標簽文本內容",a.text)#結果為：標簽文本內容： one

    三、從疫情首頁提取全國最新的疫情數(shù)據(jù)

    當然，數(shù)據(jù)來源仍然是丁香園新型冠狀病毒肺炎疫情實時動態(tài)首頁
    url：https://ncov.dxy.cn/ncovh5/view/pneumonia

    # 1，導入相關模塊 import requests from bs4 import BeautifulSoup# 2，發(fā)送請求，獲取疫情首頁內容 response = requests.get('https://ncov.dxy.cn/ncovh5/view/pneumonia') home_page = response.content.decode() #print(home_page)#內容太多已省略，<body><script id="getAreaStat">try { window.getAreaStat = [{"provinceName":"香港","provinceShortName":"香港"。 #但是從最后一行可看出來，這里香港的疫情數(shù)據(jù)對應的id為getAreaStat ''' <!DOCTYPE html><html lang="zh-cn" xmlns:layout="http://www.ultraq.net.nz/web/thymeleaf/layout" style="filter: none;"><head><link rel="stylesheet" href="//assets.dxycdn.com/gitrepo/ncov-mobile/dist/umi.bundle.css?t=1645425725691"><meta charset="utf-8"><meta content="width=device-width,initial-scale=1,user-scalable=0,viewport-fit=cover" name="viewport"><meta content="#000000" name="theme-color"><title></title><script>window.routerBase = "/ncovh5/view";</script> <script charset="utf-8" src="//assets.dxycdn.com/gitrepo/ncov-mobile/dist/vendors~p__ECommerce~p__Pneumonia~p__Pneumonia__area~p__Pneumonia__area__index_en~p__Pneumonia__dete~e354351c.async.f15190c5.js"></script><script charset="utf-8" src="//assets.dxycdn.com/gitrepo/ncov-mobile/dist/vendors~p__Pneumonia~p__Pneumonia__area~p__Pneumonia__policy~p__Pneumonia__risk-zone~p__Pneumonia__rumor-list.async.035b6a59.js"></script><link rel="stylesheet" type="text/css" href="//assets.dxycdn.com/gitrepo/ncov-mobile/dist/vendors~p__ECommerce~p__Pneumonia~p__Pneumonia__area~p__Pneumonia__hotspot~p__Pneumonia__index_en.async.1eec8c54.css"><script charset="utf-8" src="//assets.dxycdn.com/gitrepo/ncov-mobile/dist/vendors~p__ECommerce~p__Pneumonia~p__Pneumonia__area~p__Pneumonia__hotspot~p__Pneumonia__index_en.async.61a0218b.js"></script><script charset="utf-8" src="//assets.dxycdn.com/gitrepo/ncov-mobile/dist/vendors~p__Pneumonia~p__Pneumonia__area__index_en~p__Pneumonia__index_en.async.72f0956a.js"></script><link rel="stylesheet" type="text/css" href="//assets.dxycdn.com/gitrepo/ncov-mobile/dist/p__Pneumonia.async.5cef6c52.css"><script charset="utf-8" src="//assets.dxycdn.com/gitrepo/ncov-mobile/dist/p__Pneumonia.async.bc83130c.js"></script><meta name="description" content="丁香園、丁香醫(yī)生整合各權威渠道發(fā)布的官方數(shù)據(jù)，通過疫情地圖直觀展示，持續(xù)更新最新的新型冠狀病毒肺炎的實時疫情動態(tài)。"><meta name="keywords" content="最新疫情、實時疫情、疫情地圖、疫情、丁香園"><meta name="baidu-site-verification" content="IL1HU7F7Vj"></head> <body><script id="getAreaStat">try { window.getAreaStat = [{"provinceName":"香港","provinceShortName":"香港","currentConfirmedCount":5990,"confirmedCount":22468,"suspectedCount":181,"curedCount":16190,"deadCount":288,"comment":"疑似 1 例","locationId":810000,"statisticsData":"https://file1.dxycdn.com/2020/0223/331/3398299755968040033-135.json","highDangerCount":0,"midDangerCount":0,"detectOrgCount":0,"vaccinationOrgCount":0,"cities":[],"dangerAreas":[]},{"provinceName":"臺灣","provinceShortName":"臺灣","currentConfirmedCount":5413,"confirmedCount":20007,"suspectedCount":485,"curedCount":13742,"deadCount":852,"comment":"","locationId":710000,"statisticsData":"https://file1.dxycdn.com/2020/0223/045/3398299749526003760-135.json","highDangerCount":0,"midDangerCount":0,"detectOrgCount":0,"vaccinationOrgCount":0,"cities":[],"dangerAreas":[]},{"provinceName":"浙江省","provinceShortName":"浙江","currentConfirmedCount":388,"confirmedCount":2255,"suspectedCount":68,"curedCount":1866,"deadCount":1,"comment":"2月10日通報核減的12例在浙江省治愈的外省病例，根據(jù)國家最新要求重新納入累計病例。","locationId":330000,"statisticsData":"https://file1.dxycdn.com/2020/0223/537/3398299755968455045-135.json","highDangerCount":0,"midDangerCount":0,"detectOrgCount":519,"vaccinationOrgCount":217,"cities":[{"cityName":"杭州","currentConfirmedCount":143,"confirmedCount":328,"suspectedCount":0,"curedCount":185,"deadCount":0,"highDangerCount":0,"midDangerCount":0,"locationId":330100,"currentConfirmedCountStr":"143"},{"cityName":"境外輸入","currentConfirmedCount":119,"confirmedCount":387,"suspectedCount":68,"curedCount":268,"deadCount":0,"highDangerCount":0,"midDangerCount":0,"locationId":0,"currentConfirmedCountStr":"119"},{"cityName":"寧波","currentConfirmedCount":110,"confirmedCount":269,"suspectedCount":0,"curedCount":159,"deadCount":0,"highDangerCount":0, 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'''

    總結

    以上是生活随笔為你收集整理的三、Beautiful Soup解析库的全部內容，希望文章能夠幫你解決所遇到的問題。

    如果覺得生活随笔網(wǎng)站內容還不錯，歡迎將生活随笔推薦給好友。