python网络爬虫并输出excel
python网络爬虫并输出excel
- Python版本与IDE
- 网络爬虫
- urllib模块
- 爬取的网站
- 分析网站
- 获取所有股票id
- 根据id获取股票信息
- 输出到Excel
Python版本与IDE
笔者用的是python3.6.5以及PyCharm不得不说，JetBrains做的IDE都很不错，无论是这款PyCharm还是IntelliJ
在形参处的名称提示太方便了
网络爬虫
笔者学java的，本次写这个爬虫纯粹为了交作业
学过java的URL类的基本都明白
所为爬虫无非就是建立一个与某个网站的连接
通过该连接获取输入流，读取网站内容
实质上就是一个socket的输入输出操作，根据http状态码以及请求头里的信息，验证是否发送完毕（一般是200），结束连接
urllib模块
本次使用的爬取类库是python3.6的一个标准库
urllib不依赖任何第三方库,无需安装
通过以下代码
req=urllib.request.Request(url,header)
可以得到一个HttpRequest对象
再通过以下代码，发出该请求并得到一个HttpResponse对象
res=urllib.request.urlopen(req,context)
以上代码中，如果是http:开头的网站header和context都可以省略，则采用默认参数
而对于https开头的网站，因为要进行证书验证
所以要创建一个带ssl证书的context并传入
context = ssl._create_unverified_context()
通过以下方式创建header来指定模拟爬虫的浏览器信息
并在网站支持国际化时指定语言为中文
header = {
'Accept': 'text/html, application/xhtml+xml, */*',
'Accept-Language': 'zh-CN',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/66.0.3359.181 Safari/537.36',
'DNT': '1',
'Connection': 'Keep-Alive',
}
通过得到的response对象的read方法会返回页面内容的byte数组
而我们需要的是字符串
所以使用decode方法，对byte数组编码并转换成字符串
而网络传输的数据格式是json，所以使用json模块的load方法将得到的数据转换为json对象
总结以上几步，我们封装一下爬取资源的方法
def getUrlJson(inUrl):
req = urllib.request.Request(url=inUrl, headers=webheader)
webPage = urllib.request.urlopen(req,context=context)
data = webPage.read().decode('utf-8')
data = json.loads(data)
return data
通过调用该函数
data = getUrlJson(Url)
这样就得到了网页的内容
有个bug，有时候爬取一些网站会提示页面中存在0x8b这个值不能编码为utf-8中的字符
笔者上网百度了很久，包括在stackOverflow上查看相关问题
发现没有真正能解决的，像（注释掉Accept-encode,不注释对压缩giz进行处理，都不能解决）
然后在PyCharm中进行运行居然又不报这个错了…
也希望知道这个bug解决方法的，联系笔者QQ1183609515，谢谢
爬取的网站
本次爬取的是选股宝这个股票网站上面所有股票的信息
作为一个股票网站，实时更新是必须的，所以肯定是个动态网站
选股宝https://xuangubao.cn/dingpan/
爬取下来页面内容后，输出查看
print(data)
结果是这个
<html data-n-head-ssr data-n-head="">
<head>
<meta data-n-head="true" name="referrer" content="always">
<meta data-n-head="true" name="renderer" content="webkit">
<meta data-n-head="true" name="force-rendering" content="webkit">
<meta data-n-head="true" name="baidu-site-verification" content="GFgkG2X61Y">
<meta data-n-head="true" http-equiv="X-UA-Compatible" content="IE=Edge,chrome=1">
<meta data-n-head="true" charset="utf-8">
<meta data-n-head="true" name="viewport" content="width=device-width, initial-scale=1">
<meta data-n-head="true" data-hid="description" name="description" content="选股宝，一款主打“主题投资”的A股资讯神器，每日根据用户个性化关注主题，推送最新、最快、最狠的消息，帮助第一时间抓住机会。">
<meta data-n-head="true" data-hid="keywords" name="keywords" content="选股宝,xuangubao.cn,主题投资,资讯,股票,板块,题材,产业链,主题库,今日机会,中长线机会,近期风口,提前埋伏">
<title data-n-head="true">选题材抓龙头，就用选股宝 xuangubao.cntitle>
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<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled ivu-date-picker-cells-cell-prev-month"><em>27em>span>
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<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-prev-month"><em>29em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-prev-month"><em>30em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-prev-month"><em>31em>span>
<span class="ivu-date-picker-cells-cell"><em>1em>span>
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<span class="ivu-date-picker-cells-cell"><em>4em>span>
<span class="ivu-date-picker-cells-cell"><em>5em>span>
<span class="ivu-date-picker-cells-cell"><em>6em>span>
<span class="ivu-date-picker-cells-cell"><em>7em>span>
<span class="ivu-date-picker-cells-cell"><em>8em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>9em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>10em>span>
<span class="ivu-date-picker-cells-cell"><em>11em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-selected ivu-date-picker-cells-cell-today"><em>12em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>13em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>14em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>15em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>16em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>17em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>18em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>19em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>20em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>21em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>22em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>23em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>24em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>25em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>26em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>27em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>28em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>29em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled"><em>30em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled ivu-date-picker-cells-cell-next-month"><em>1em>span>
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<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled ivu-date-picker-cells-cell-next-month"><em>4em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled ivu-date-picker-cells-cell-next-month"><em>5em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled ivu-date-picker-cells-cell-next-month"><em>6em>span>
<span class="ivu-date-picker-cells-cell ivu-date-picker-cells-cell-disabled ivu-date-picker-cells-cell-next-month"><em>7em>span>
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