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爬虫有多好玩?所见即所爬!抓取网页、图片、文章!无所不爬!

爬虫有多好玩?所见即所爬!抓取网页、图片、文章!无所不爬!

作者: 919b0c54458f | 来源:发表于2018-12-27 14:00 被阅读4次

一,首先看看Python是如何简单的爬取网页的

1,准备工作

项目用的BeautifulSoup4和chardet模块属于三方扩展包,如果没有请自行pip安装,我是用pycharm来做的安装,下面简单讲下用pycharm安装chardet和BeautifulSoup4

在pycharm的设置里按照下图的步骤操作

如下图搜索你要的扩展类库,如我们这里需要安装chardet直接搜索就行,然后点击install package, BeautifulSoup4做一样的操作就行

安装成功后就会出现在在安装列表中,到此就说明我们安装网络爬虫扩展库成功

进群“960410445”领取资料大礼包啊!只有二十份!送完即止!

由于抓取的html文档比较长,这里简单贴出来一部分给大家看下

..........后面省略一大堆

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这就是Python3的爬虫简单入门,是不是很简单,建议大家多敲几遍

迫不及待的看下都爬取到了些什么美图

就这么轻易的爬取到了24个妹子的图片。是不是很简单。

四,Python3爬取新闻网站新闻列表

这里我们只爬取新闻标题,新闻url,新闻图片链接。

爬取到的数据目前只做展示,等我学完Python操作数据库以后会把爬取到的数据保存到数据库。

到这里稍微复杂点,就分布给大家讲解

1 这里我们需要先爬取到html网页上面第一步有讲怎么抓取网页

2分析我们要抓取的html标签

分析上图我们要抓取的信息再div中的a标签和img标签里,所以我们要想的就是怎么获取到这些信息

这里就要用到我们导入的BeautifulSoup4库了,这里的关键代码

# 使用剖析器为html.parser

soup = BeautifulSoup(html, 'html.parser')

# 获取到每一个class=hot-article-img的a节点

allList = soup.select('.hot-article-img')

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上面代码获取到的allList就是我们要获取的新闻列表,抓取到的如下

[

![](https://img.huxiucdn.com/article/cover/201708/22/173535862821.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/17/094856378420.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/17/122655034450.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/14/182151300292.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/16/210518696352.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/15/180620783020.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/16/162049096015.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/16/010410913192.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/17/154147105217.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/17/101218317953.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

,

![](https://img.huxiucdn.com/article/cover/201709/16/213400162818.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg)

]

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这里数据是抓取到了,但是太乱了,并且还有很多不是我们想要的,下面就通过遍历来提炼出我们的有效信息

3 提取有效信息

#遍历列表,获取有效信息

for news in allList:

aaa = news.select('a')

# 只选择长度大于0的结果

if len(aaa) > 0:

# 文章链接

try:#如果抛出异常就代表为空

href = url + aaa[0]['href']

except Exception:

href=''

# 文章图片url

try:

imgUrl = aaa[0].select('img')[0]['src']

except Exception:

imgUrl=""

# 新闻标题

try:

title = aaa[0]['title']

except Exception:

title = "标题为空"

print("标题",title,"url:",href,"图片地址:",imgUrl)

print("==============================================================================================")

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这里添加异常处理,主要是有的新闻可能没有标题,没有url或者图片,如果不做异常处理,可能导致我们爬取的中断。

过滤后的有效信息

标题 标题为空

url: https://www.huxiu.com/article/211390.html

图片地址: https://img.huxiucdn.com/article/cover/201708/22/173535862821.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 TFBOYS成员各自飞,商业价值天花板已现?

url: https://www.huxiu.com/article/214982.html

图片地址: https://img.huxiucdn.com/article/cover/201709/17/094856378420.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 买手店江湖

url: https://www.huxiu.com/article/213703.html

图片地址: https://img.huxiucdn.com/article/cover/201709/17/122655034450.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 iPhone X正式告诉我们,手机和相机开始分道扬镳

url: https://www.huxiu.com/article/214679.html

图片地址: https://img.huxiucdn.com/article/cover/201709/14/182151300292.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 信用已被透支殆尽,乐视汽车或成贾跃亭弃子

url: https://www.huxiu.com/article/214962.html

图片地址: https://img.huxiucdn.com/article/cover/201709/16/210518696352.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 别小看“搞笑诺贝尔奖”,要向好奇心致敬

url: https://www.huxiu.com/article/214867.html

图片地址: https://img.huxiucdn.com/article/cover/201709/15/180620783020.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 10 年前改变世界的,可不止有 iPhone | 发车

url: https://www.huxiu.com/article/214954.html

图片地址: https://img.huxiucdn.com/article/cover/201709/16/162049096015.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 感谢微博替我做主

url: https://www.huxiu.com/article/214908.html

图片地址: https://img.huxiucdn.com/article/cover/201709/16/010410913192.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 苹果确认取消打赏抽成,但还有多少内容让你觉得值得掏腰包?

url: https://www.huxiu.com/article/215001.html

图片地址: https://img.huxiucdn.com/article/cover/201709/17/154147105217.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 中国音乐的“全面付费”时代即将到来?

url: https://www.huxiu.com/article/214969.html

图片地址: https://img.huxiucdn.com/article/cover/201709/17/101218317953.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

标题 百丽退市启示录:“一代鞋王”如何与新生代消费者渐行渐远

url: https://www.huxiu.com/article/214964.html

图片地址: https://img.huxiucdn.com/article/cover/201709/16/213400162818.jpg?imageView2/1/w/280/h/210/|imageMogr2/strip/interlace/1/quality/85/format/jpg

==============================================================================================

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到这里我们抓取新闻网站新闻信息就大功告成了,下面贴出来完整代码

from bs4 import BeautifulSoup

from urllib import request

import chardet

url = "https://www.huxiu.com"

response = request.urlopen(url)

html = response.read()

charset = chardet.detect(html)

html = html.decode(str(charset["encoding"])) # 设置抓取到的html的编码方式

# 使用剖析器为html.parser

soup = BeautifulSoup(html, 'html.parser')

# 获取到每一个class=hot-article-img的a节点

allList = soup.select('.hot-article-img')

#遍历列表,获取有效信息

for news in allList:

aaa = news.select('a')

# 只选择长度大于0的结果

if len(aaa) > 0:

# 文章链接

try:#如果抛出异常就代表为空

href = url + aaa[0]['href']

except Exception:

href=''

# 文章图片url

try:

imgUrl = aaa[0].select('img')[0]['src']

except Exception:

imgUrl=""

# 新闻标题

try:

title = aaa[0]['title']

except Exception:

title = "标题为空"

print("标题",title,"url:",href,"图片地址:",imgUrl)

print("==============================================================================================")

复制代码

数据获取到了我们还要把数据存到数据库,只要存到我们的数据库里,数据库里有数据了,就可以做后面的数据分析处理,也可以用这些爬取来的文章,给app提供新闻api接口,当然这都是后话了

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