python爬虫进阶篇：Scrapy中使用Selenium+Firefox浏览器爬取国债逆回购并发送QQ邮件通知

2023-12-25 23:21:31

一、前言

每到年底国债逆回购的利息都会来一波高涨，利息会比银行的T+0的理财产品的利息高，所以可以考虑写个脚本每天定时启动爬取逆回购数据，实时查看利息，然后在利息高位及时去下单。

二、环境搭建

详情请看《python爬虫进阶篇：Scrapy中使用Selenium模拟Firefox火狐浏览器爬取网页信息》

三、代码实现

  • items
class BondSpiderItem(scrapy.Item):
    # define the fields for your item here like:
    # name = scrapy.Field()
    # 股票代码
    bond_code = scrapy.Field()
    # 股票名称
    bond_name = scrapy.Field()
    # 最新价
    last_price = scrapy.Field()
    # 涨跌幅
    rise_fall_rate = scrapy.Field()
    # 涨跌额
    rise_fall_price = scrapy.Field()
  • middlewares

    def __init__(self):
        # ----------------firefox的设置------------------------------- #
        self.options = firefox_options()
    def spider_opened(self, spider):
        spider.logger.info('Spider opened: %s' % spider.name)
        spider.driver = webdriver.Firefox(options=self.options)  # 指定使用的浏览器
        
    def process_request(self, request, spider):
        # Called for each request that goes through the downloader
        # middleware.

        # Must either:
        # - return None: continue processing this request
        # - or return a Response object
        # - or return a Request object
        # - or raise IgnoreRequest: process_exception() methods of
        #   installed downloader middleware will be called

        spider.driver.get(request.url)
        return None
        
    def process_response(self, request, response, spider):
        # Called with the response returned from the downloader.

        # Must either;
        # - return a Response object
        # - return a Request object
        # - or raise IgnoreRequest
        response_body = spider.driver.page_source

        return HtmlResponse(url=request.url, body=response_body, encoding='utf-8', request=request)
  • settings设置
SPIDER_MIDDLEWARES = {
   'bond_spider.middlewares.BondSpiderSpiderMiddleware': 543,
}
DOWNLOADER_MIDDLEWARES = {
   'bond_spider.middlewares.BondSpiderDownloaderMiddleware': 543,
}
ITEM_PIPELINES = {
   'bond_spider.pipelines.BondSpiderPipeline': 300,
}
  • middlewares中间件
from selenium.webdriver.firefox.options import Options as firefox_options


spider.driver = webdriver.Firefox(options=firefox_options())  # 指定使用的浏览器
  • spider文件
    def parse(self, response):
        # 股票代码
        bond_code = response.css("table.table_wrapper-table tbody tr td:nth-child(2) a::text").extract()
        # 股票名称
        bond_name = response.css("table.table_wrapper-table tbody tr td:nth-child(3) a::text").extract()
        # 最新价
        last_price = response.css("table.table_wrapper-table tbody tr td:nth-child(4) span::text").extract()
        # 涨跌幅
        rise_fall_rate = response.css("table.table_wrapper-table tbody tr td:nth-child(6) span::text").extract()
        # 涨跌额
        rise_fall_price = response.css("table.table_wrapper-table tbody tr td:nth-child(5) span::text").extract()

        for i in range(len(bond_code)):
            item = BondSpiderItem()
            item["bond_code"] = bond_code[i]
            item["bond_name"] = bond_name[i]
            item["last_price"] = last_price[i]
            item["rise_fall_rate"] = rise_fall_rate[i]
            item["rise_fall_price"] = rise_fall_price[i]
            yield item

        print()

    def close(self, spider):
        spider.driver.quit()
  • pipelines持久化

    def __init__(self):
        self.html = '<html><head><meta charset="utf-8"></head><body><table>'
        self.html = self.html + '<tr>'
        self.html = self.html + '<td>%s</td>' % "代码"
        self.html = self.html + '<td>%s</td>' % "名称"
        self.html = self.html + '<td>%s</td>' % "最新价"
        self.html = self.html + '<td>%s</td>' % "涨跌幅"
        self.html = self.html + '<td>%s</td>' % "涨跌额"
        self.html = self.html + '</tr>'

    def process_item(self, item, spider):
        self.html = self.html + '<tr>'
        self.html = self.html + '<td>%s</td>' % item["bond_code"]
        self.html = self.html + '<td>%s</td>' % item["bond_name"]
        self.html = self.html + '<td>%s</td>' % item["last_price"]
        self.html = self.html + '<td>%s</td>' % item["rise_fall_rate"]
        self.html = self.html + '<td>%s</td>' % item["rise_fall_price"]
        self.html = self.html + '</tr>'

        return item

    def close_spider(self, spider):
        self.html = self.html + '</table></body></html>'
        self.send_email(self.html)
        print()

    def send_email(self, html):
        # 设置邮箱账号
        account = "xxx"
        # 设置邮箱授权码
        token = "xxx"
        # 实例化smtp对象，设置邮箱服务器，端口
        smtp = smtplib.SMTP_SSL('smtp.qq.com', 465)

        # 登录qq邮箱
        smtp.login(account, token)

        # 添加正文，创建简单邮件对象
        email_content = MIMEText(html, 'html', 'utf-8')

        # 设置发送者信息
        email_content['From'] = 'xxx'
        # 设置接受者信息
        email_content['To'] = '技术总是日积月累的'
        # 设置邮件标题
        email_content['Subject'] = '来自code_space的一封信'

        # 发送邮件
        smtp.sendmail(account, 'xxx', email_content.as_string())
        # 关闭邮箱服务
        smtp.quit()

四、测试结果

在这里插入图片描述

文章来源:https://blog.csdn.net/qq_23730073/article/details/135201827
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