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三、Beautiful Soup解析库

發(fā)布時間：2023/12/1 编程问答 60 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(dǎo)入模塊：from bs4 import BeautifulSoup

創(chuàng)建Beautiful Soup對象：soup = BeautifulSoup('html文檔','lxml')

#導(dǎo)入模塊 from bs4 import BeautifulSoup#創(chuàng)建BeautifulSoup對象 soup = BeautifulSoup('<html>data</html>','lxml') print(soup)#結(jié)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(biāo)簽名
attrs：屬性字典
recursive：是否遞歸循環(huán)查找
text：根據(jù)文本內(nèi)容查找
返回：
查找到的第一個元素對象

根據(jù)標(biāo)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(nèi)容查找：soup.find(text=‘three’)

①根據(jù)標(biāo)簽名查找
獲取下面文檔中的title標(biāo)簽和a標(biāo)簽
文檔內(nèi)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(dǎo)入模塊 from bs4 import BeautifulSoup # 2，準(zhǔn)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(biāo)簽 title = soup.find('title') print(title)#結(jié)果為：<title>百度一下，你就知道</title> # 5，查找a標(biāo)簽 a = soup.find('a') print(a)#結(jié)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(biāo)簽 a_all = soup.find_all('a') print(a_all)#結(jié)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(biāo)簽
文檔內(nèi)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(dǎo)入模塊 from bs4 import BeautifulSoup # 2，準(zhǔn)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(biāo)簽 # 方式一，通過命名參數(shù)進(jìn)行指定 two = soup.find(id='2') print(two)#結(jié)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(jìn)行查找 two = soup.find(attrs={'id':'2'}) print(two)#結(jié)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(biāo)簽文本
文檔內(nèi)容如下：

4，Beautiful Soup對象中的Tag對象

Tag對象介紹：Tag對象對應(yīng)于原始文檔中的XML或HTML標(biāo)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(biāo)簽內(nèi)容

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

# 1，導(dǎo)入模塊 from bs4 import BeautifulSoup # 2，準(zhǔn)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(biāo)簽 title = soup.find('title') #print(title) # 5，查找a標(biāo)簽 a = soup.find('a')print(type(a))#結(jié)果為：<class 'bs4.element.Tag'> print("標(biāo)簽名：",a.name)#結(jié)果為：標(biāo)簽名： a print("標(biāo)簽所有屬性",a.attrs)#結(jié)果為：標(biāo)簽所有屬性： {'href': 'https://blog.csdn.net/qq_41264055?spm=1011.2124.3001.5343', 'id': '1', 'class': ['beyond']} print("標(biāo)簽文本內(nèi)容",a.text)#結(jié)果為：標(biāo)簽文本內(nèi)容： one

三、從疫情首頁提取全國最新的疫情數(shù)據(jù)

當(dāng)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(dǎo)入相關(guān)模塊 import requests from bs4 import BeautifulSoup# 2，發(fā)送請求，獲取疫情首頁內(nèi)容 response = requests.get('https://ncov.dxy.cn/ncovh5/view/pneumonia') home_page = response.content.decode() #print(home_page)#內(nèi)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(yīng)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(quán)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, ''' # 3，使用Beautiful Soup提取疫情數(shù)據(jù) soup = BeautifulSoup(home_page,'lxml') script = soup.find(id='getAreaStat') text = script.text print(text) ''' try { window.getAreaStat = [{"provinceName":"香港","provinceShortName":"香港","currentConfirmedCount":5990,"confirmedCount":22468,"suspectedCount":181,"curedCount":16190,"deadCount":288,"comment":"疑似 1 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'''

總結(jié)

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