【原创】Python 二手车之家车辆档案数据爬虫

本文仅供学习交流使用，如侵立删！

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二手车之家车辆档案数据爬虫

先上效果图

环境

• win10
• python3.9
• lxml、retrying、requests

需求分析

需求：

主要是需要车辆详情页中车辆档案的数据



先抓包分析一波，网页抓包没有什么有用的，转战APP

拿到数据接口就简单了，直接构造请求保存数据即可

获取车辆信息列表

    def _get_car_list(self, _url: str):
        """
        获取二手车信息列表
        """
        res = self._parse_url(_url=_url)
        ret = res.text  # 解析获得字符串类型数据
        result = etree.HTML(ret)  # 转换数据类型为HTML,方便使用xpath
        url_list = result.xpath('//*[@id="goodStartSolrQuotePriceCore0"]/ul/li/a/@href')
        if not url_list:
            print('获取完成！')
            return
        for i in url_list:
            # 有些车型url直接是带域名的
            if 'www.che168.com/' in i:
                yield 'https://' + i[2:]
            else:
                yield 'https://www.che168.com' + i

获取车辆详情信息

    def _get_car_info(self, _url: str):
        """
        获取车辆详情信息
        """
        res = self._parse_url(_url=_url)
        ret = res.text  # 解析获得字符串类型数据
        result = etree.HTML(ret)  # 转换数据类型为HTML,方便使用xpath

        # 标题
        title = result.xpath('//div[@class="car-box"]/h3//text()')
        title = title[1].strip() if len(title) > 1 else title[0].strip()
        # 上牌时间
        play_time = result.xpath('//*[@id="nav1"]/div[1]/ul[1]/li[1]/text()')
        play_time = play_time[0].strip() if play_time else '-'
        # 表显里程
        display_mileage = result.xpath('//*[@id="nav1"]/div[1]/ul[1]/li[2]/text()')
        display_mileage = display_mileage[0].strip() if display_mileage else '-'
        # 变速箱
        gearbox = result.xpath('//*[@id="nav1"]/div[1]/ul[1]/li[3]/text()')
        gearbox = gearbox[0].strip() if gearbox else '-'
        # 排放标准
        emission_standards = result.xpath('//*[@id="nav1"]/div[1]/ul[1]/li[4]/text()')
        emission_standards = emission_standards[0].strip() if emission_standards else '-'
        # 排量
        displacement = result.xpath('//*[@id="nav1"]/div[1]/ul[1]/li[5]/text()')
        displacement = displacement[0].strip() if displacement else '-'
        # 发布时间
        release_time = result.xpath('//*[@id="nav1"]/div[1]/ul[1]/li[6]/text()')
        release_time = release_time[0].strip() if release_time else '-'
        # 年检到期
        annual_inspection_expires = result.xpath('//*[@id="nav1"]/div[1]/ul[2]/li[1]/text()')
        annual_inspection_expires = annual_inspection_expires[0].strip() if annual_inspection_expires else '-'
        # 保险到期
        insurance_expires = result.xpath('//*[@id="nav1"]/div[1]/ul[2]/li[2]/text()')
        insurance_expires = insurance_expires[0].strip() if insurance_expires else '-'
        # 质保到期
        warranty_expires = result.xpath('//*[@id="nav1"]/div[1]/ul[2]/li[3]/text()')
        warranty_expires = warranty_expires[0].strip() if warranty_expires else '-'
        # 过户次数
        number_of_transfers = result.xpath('//*[@id="nav1"]/div[1]/ul[2]/li[5]/text()')
        number_of_transfers = number_of_transfers[0].strip() if number_of_transfers else '-'
        # 所在地
        location = result.xpath('//*[@id="nav1"]/div[1]/ul[2]/li[6]/text()')
        location = location[0].strip() if location else '-'
        # 发动机
        engine = result.xpath('//*[@id="nav1"]/div[1]/ul[3]/li[1]/text()')
        engine = engine[0].strip() if engine else '-'
        # 车辆级别
        vehicle = result.xpath('//*[@id="nav1"]/div[1]/ul[3]/li[2]/text()')
        vehicle = vehicle[0].strip() if vehicle else '-'
        # 车身颜色
        car_color = result.xpath('//*[@id="nav1"]/div[1]/ul[3]/li[3]/text()')
        car_color = car_color[0].strip() if car_color else '-'
        # 燃油标号
        fuel_label = result.xpath('//*[@id="nav1"]/div[1]/ul[3]/li[4]/text()')
        fuel_label = fuel_label[0].strip() if fuel_label else '-'
        # 驱动方式
        drive_mode = result.xpath('//*[@id="nav1"]/div[1]/ul[3]/li[5]/text()')
        drive_mode = drive_mode[0].strip() if drive_mode else '-'
        data = [[title, play_time, display_mileage, gearbox, emission_standards, displacement, release_time, annual_inspection_expires,
                 insurance_expires, warranty_expires, number_of_transfers, location, engine, vehicle, car_color, fuel_label, drive_mode, _url]]
        print(data)
        self._save_csv(data=data)

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资源下载

https://download.csdn.net/download/qq_38154948/85358088

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本文仅供学习交流使用，如侵立删！

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