Exemplo n.º 1
0
def get_phone_total():
    total_count = Commodity.select(fn.SUM(Commodity.total).alias('tc')).dicts()[0]['tc']
    commodity_count = Commodity.select().count()
    brand_count = Commodity.select().group_by(Commodity.brand).count()
    model_count = Commodity.select().group_by(Commodity.model).count()

    PhoneTotal.create(
        total_count=total_count,
        commodity_count=commodity_count,
        brand_count=brand_count,
        model_count=model_count
    )
Exemplo n.º 2
0
def get_phone_size():
    screen_size_list = []
    width_list = []
    thickness_list = []
    length_list = []
    weight_list = []

    for commodity in Commodity.select().where(Commodity.os.not_in(['功能机', '页面未注明'])):
        if commodity.screen_size is not None:
            screen_size_list.append(commodity.screen_size)
        if commodity.width is not None:
            width_list.append(commodity.width)
        if commodity.thickness is not None:
            thickness_list.append(commodity.thickness)
        if commodity.length is not None:
            length_list.append(commodity.length)
        if commodity.weight is not None:
            weight_list.append(commodity.weight)

    PhoneSize.create(
        screen_size_avg=calculate_average(screen_size_list, True),
        screen_size_med=calculate_median(screen_size_list, True),
        width_avg=calculate_average(width_list, True),
        width_med=calculate_median(width_list, True),
        thickness_avg=calculate_average(thickness_list, True),
        thickness_med=calculate_median(thickness_list, True),
        length_avg=calculate_average(length_list, True),
        length_med=calculate_median(length_list, True),
        weight_avg=calculate_average(weight_list, True),
        weight_med=calculate_median(weight_list, True)
    )
Exemplo n.º 3
0
def get_phone_platform():
    source_list = ['京东', '苏宁']
    for source in source_list:
        total_count = Commodity.select(fn.SUM(Commodity.total).alias('tc')) \
            .where(Commodity.source == source).dicts()[0]['tc']
        commodity_count = Commodity.select().where(Commodity.source == source).count()
        self_count = Commodity.select(fn.SUM(Commodity.total).alias('tc')) \
            .where((Commodity.source == source) & (Commodity.is_self == True)).dicts()[0]['tc']
        non_self_count = Commodity.select(fn.SUM(Commodity.total).alias('tc')) \
            .where((Commodity.source == source) & (Commodity.is_self == False)).dicts()[0]['tc']

        PhonePlatform.create(
            source=source,
            total_count=total_count,
            commodity_count=commodity_count,
            self_percentage=calculate_percentage(total_count, self_count),
            non_self_percentage=calculate_percentage(total_count, non_self_count)
        )
Exemplo n.º 4
0
def get_soc():
    for commodity in Commodity.select():
        try:
            soc = SoC.get(
                SoC.soc_mfrs == commodity.soc_mfrs,
                SoC.soc_model == commodity.soc_model
            )
            soc.total += commodity.total
            soc.save()
        except SoC.DoesNotExist:
            SoC.create(
                soc_mfrs=commodity.soc_mfrs,
                soc_model=commodity.soc_model,
                total=commodity.total
            )
Exemplo n.º 5
0
def get_phone():
    for commodity in Commodity.select():
        try:
            phone = Phone.get(
                Phone.brand == commodity.brand,
                Phone.model == commodity.model
            )
            phone.total += commodity.total
            phone.save()
        except Phone.DoesNotExist:
            Phone.create(
                brand=commodity.brand,
                model=commodity.model,
                total=commodity.total
            )
Exemplo n.º 6
0
def get_phone_price_and_sales():
    # PhonePriceAndSales.create(
    #     type='功能机',
    #     price_range='500-1000元',
    #     total=0
    # )

    # for commodity in Commodity.select().where(Commodity.os.in_(['Android', 'iOS'])):
    #     if 0 < commodity.price < 500:
    #         ppas = PhonePriceAndSales.get_by_id(1)
    #         ppas.total += commodity.total
    #         ppas.save()
    #     if 500 <= commodity.price < 1000:
    #         ppas = PhonePriceAndSales.get_by_id(2)
    #         ppas.total += commodity.total
    #         ppas.save()
    #     if 1000 <= commodity.price < 2000:
    #         ppas = PhonePriceAndSales.get_by_id(3)
    #         ppas.total += commodity.total
    #         ppas.save()
    #     if 2000 <= commodity.price < 3000:
    #         ppas = PhonePriceAndSales.get_by_id(4)
    #         ppas.total += commodity.total
    #         ppas.save()
    #     if 3000 <= commodity.price < 4000:
    #         ppas = PhonePriceAndSales.get_by_id(5)
    #         ppas.total += commodity.total
    #         ppas.save()
    #     if 4000 <= commodity.price < 5000:
    #         ppas = PhonePriceAndSales.get_by_id(6)
    #         ppas.total += commodity.total
    #         ppas.save()
    #     if 5000 <= commodity.price < 8000:
    #         ppas = PhonePriceAndSales.get_by_id(7)
    #         ppas.total += commodity.total
    #         ppas.save()
    #     if commodity.price >= 8000:
    #         ppas = PhonePriceAndSales.get_by_id(8)
    #         ppas.total += commodity.total
    #         ppas.save()

    # total_count = PhonePriceAndSales.select(fn.SUM(PhonePriceAndSales.total).alias('tc')) \
    #     .where(PhonePriceAndSales.type == '智能手机').dicts()[0]['tc']
    # print(total_count)
    # for ppas in PhonePriceAndSales.select().where(PhonePriceAndSales.type == '智能手机'):
    #     ppas.percentage = calculate_percentage(total_count, ppas.total)
    #     ppas.save()

    for commodity in Commodity.select().where(Commodity.os.in_(['功能机'])):
        if 0 < commodity.price < 100:
            ppas = PhonePriceAndSales.get_by_id(9)
            ppas.total += commodity.total
            ppas.save()
        if 100 <= commodity.price < 200:
            ppas = PhonePriceAndSales.get_by_id(10)
            ppas.total += commodity.total
            ppas.save()
        if 200 <= commodity.price < 300:
            ppas = PhonePriceAndSales.get_by_id(11)
            ppas.total += commodity.total
            ppas.save()
        if 300 <= commodity.price < 400:
            ppas = PhonePriceAndSales.get_by_id(12)
            ppas.total += commodity.total
            ppas.save()
        if 400 <= commodity.price < 500:
            ppas = PhonePriceAndSales.get_by_id(13)
            ppas.total += commodity.total
            ppas.save()
        if 500 <= commodity.price < 1000:
            ppas = PhonePriceAndSales.get_by_id(14)
            ppas.total += commodity.total
            ppas.save()

    total_count = PhonePriceAndSales.select(fn.SUM(PhonePriceAndSales.total).alias('tc')) \
        .where(PhonePriceAndSales.type == '功能机').dicts()[0]['tc']
    print(total_count)
    for ppas in PhonePriceAndSales.select().where(PhonePriceAndSales.type == '功能机'):
        ppas.percentage = calculate_percentage(total_count, ppas.total)
        ppas.save()
Exemplo n.º 7
0
def preprocess_data():
    # 删除销量为0的无效数据
    # query = Commodity.delete().where(Commodity.total == 0)
    # query.execute()
    # 找出销量被标记为-1的商品
    # for commodity in Commodity.select().where(Commodity.total == -1):
    #     print(commodity.url)
    # 找出价格被标记为-1和-2的商品
    # for commodity in Commodity.select().where(Commodity.price.in_([-1, -2])):
    #     print(commodity.url)
    # 统一品牌名
    for commodity in Commodity.select().group_by(Commodity.brand):
        print(commodity.brand)

    # query = Commodity.update(brand='21克').where(Commodity.brand.in_(['21KE', '21克(21ke)']))
    # query.execute()
    # query = Commodity.update(brand='百合').where(Commodity.brand.in_(['BIHEE']))
    # query.execute()
    # query = Commodity.update(brand='征服').where(Commodity.brand.in_(['CONQUEST']))
    # query.execute()
    # query = Commodity.update(brand='龙贝尔').where(Commodity.brand.in_(['LBER']))
    # query.execute()
    # query = Commodity.update(brand='新路虎').where(Commodity.brand.in_(['LGRAVER']))
    # query.execute()
    # query = Commodity.update(brand='硕王').where(Commodity.brand.in_(['SAILF']))
    # query.execute()
    # query = Commodity.update(brand='优畅想').where(Commodity.brand.in_(['U-Magic']))
    # query.execute()
    # query = Commodity.update(brand='纬图').where(Commodity.brand.in_(['VERTU']))
    # query.execute()
    # query = Commodity.update(brand='索野').where(Commodity.brand.in_(['soyes', '索野(SOYES)', '索野(SOYES)']))
    # query.execute()
    # query = Commodity.update(brand='京崎').where(Commodity.brand.in_(['京崎(TOOKY)']))
    # query.execute()
    # query = Commodity.update(brand='依偎').where(Commodity.brand.in_(['依偎(ivvi)']))
    # query.execute()
    # query = Commodity.update(brand='克里特').where(Commodity.brand.in_(['克里特(kreta)']))
    # query.execute()
    # query = Commodity.update(brand='北斗天地').where(Commodity.brand.in_(['北斗天地(BDTD)']))
    # query.execute()
    # query = Commodity.update(brand='守护宝(上海中兴)').where(Commodity.brand.in_(['守护宝', '守护宝(angel care)']))
    # query.execute()
    # query = Commodity.update(brand='尼凯恩').where(Commodity.brand.in_(['尼凯恩(neken)']))
    # query.execute()
    # query = Commodity.update(brand='康佳').where(Commodity.brand.in_(['康佳(KONKA)', '康佳(KONKA)']))
    # query.execute()
    # query = Commodity.update(brand='捷语').where(Commodity.brand.in_(['捷语(GoFly)']))
    # query.execute()
    # query = Commodity.update(brand='朵唯').where(Commodity.brand.in_(['朵唯(DOOV)', '朵唯(DOOV)']))
    # query.execute()
    # query = Commodity.update(brand='天语').where(Commodity.brand.in_(['天语(K-Touch)', '天语(K-TOUCH)', '天语(K-Touch)']))
    # query.execute()
    # query = Commodity.update(brand='欧奇').where(Commodity.brand.in_(['欧奇(OUKI)']))
    # query.execute()
    # query = Commodity.update(brand='波导').where(Commodity.brand.in_(['波导(BiRD)']))
    # query.execute()
    # query = Commodity.update(brand='海信').where(Commodity.brand.in_(['海信(Hisense)', '海信(Hisense)']))
    # query.execute()
    # query = Commodity.update(brand='海语').where(Commodity.brand.in_(['海语(HAIYU)']))
    # query.execute()
    # query = Commodity.update(brand='爱户外').where(Commodity.brand.in_(['爱户外(ioutdoor)']))
    # query.execute()
    # query = Commodity.update(brand='糖果').where(Commodity.brand.in_(['糖果(sugar)']))
    # query.execute()
    # query = Commodity.update(brand='索爱').where(Commodity.brand.in_(['索爱(soaiy)', '索爱(soaiy)']))
    # query.execute()
    # query = Commodity.update(brand='纽万').where(Commodity.brand.in_(['纽万(NEWONE)']))
    # query.execute()
    # query = Commodity.update(brand='纽曼').where(Commodity.brand.in_(['纽曼(Newman)', '纽曼(Newsmy)', '纽曼(Newman)']))
    # query.execute()
    # query = Commodity.update(brand='詹姆士').where(Commodity.brand.in_(['詹姆士(GEMRY)', '詹姆士(GERMY)']))
    # query.execute()
    # query = Commodity.update(brand='誉品').where(Commodity.brand.in_(['誉品(YEPEN)', '誉品(YEPEN)']))
    # query.execute()
    # query = Commodity.update(brand='诺亚信').where(Commodity.brand.in_(['诺亚信(NOAIN)']))
    # query.execute()
    # query = Commodity.update(brand='遨游').where(Commodity.brand.in_(['遨游(AORO)']))
    # query.execute()
    # query = Commodity.update(brand='酷和').where(Commodity.brand.in_(['酷和(KUH)']))
    # query.execute()
    # query = Commodity.update(brand='酷比').where(Commodity.brand.in_(['酷比(koobee)', '酷比(koobee)']))
    # query.execute()
    # query = Commodity.update(brand='酷派').where(Commodity.brand.in_(['酷派(Coolpad)', '酷派(Coolpad)']))
    # query.execute()
    # query = Commodity.update(brand='金伯利').where(Commodity.brand.in_(['金伯利(JINBOLI)']))
    # query.execute()
    # query = Commodity.update(brand='金立').where(Commodity.brand.in_(['金立(GiONEE)', '金立(GiONEE)', '金立(Gionee)']))
    # query.execute()
    # query = Commodity.update(brand='青橙').where(Commodity.brand.in_(['青橙(Green Orange)']))
    # query.execute()
    # query = Commodity.update(brand='飞利浦').where(Commodity.brand.in_(['飞利浦(Philips)', '飞利浦(PHILIPS )']))
    # query.execute()
    #
    # query = Commodity.update(brand='苹果').where(Commodity.brand.in_(['APPLE', 'Apple', 'iPhone', '苹果(Apple)']))
    # query.execute()
    # query = Commodity.update(brand='荣耀').where(Commodity.brand.in_(['HONOR', '荣耀(honor)', '荣耀(HONOR)', '荣耀(honor)']))
    # query.execute()
    # query = Commodity.update(brand='小米').where(Commodity.brand.in_(['XIAOMI', '小米(mi)', '小米(MI)']))
    # query.execute()
    # query = Commodity.update(brand='OPPO').where(Commodity.brand.in_(['oppo']))
    # query.execute()
    # query = Commodity.update(brand='vivo').where(Commodity.brand.in_(['维沃(vivo)', 'iQOO']))
    # query.execute()
    # query = Commodity.update(brand='三星').where(Commodity.brand.in_(['三星(SAMSUNG)', '三星(SAMSUNG)']))
    # query.execute()
    # query = Commodity.update(brand='中兴').where(Commodity.brand.in_(['中兴(ZTE)', '中兴(ZTE)']))
    # query.execute()
    # query = Commodity.update(brand='努比亚').where(Commodity.brand.in_(['努比亚(nubia)', '努比亚(nubia)']))
    # query.execute()
    # query = Commodity.update(brand='华为').where(Commodity.brand.in_(['华为(HUAWEI)', '华为(HUAWEI)', '麦芒']))
    # query.execute()
    # query = Commodity.update(brand='锤子/坚果').where(Commodity.brand.in_(['坚果', '锤子(smartisan)']))
    # query.execute()
    # query = Commodity.update(brand='多亲').where(Commodity.brand.in_(['多亲(QIN)', '多亲(QIN)']))
    # query.execute()
    # query = Commodity.update(brand='摩托罗拉').where(Commodity.brand.in_(['摩托罗拉(MOTOROLA)', '摩托罗拉(Motorola)']))
    # query.execute()
    # query = Commodity.update(brand='柔宇').where(Commodity.brand.in_(['柔宇(ROYOLE)', '柔宇(ROYOLE)']))
    # query.execute()
    # query = Commodity.update(brand='realme').where(Commodity.brand.in_(['真我(realme)']))
    # query.execute()
    # query = Commodity.update(brand='索尼').where(Commodity.brand.in_(['索尼(SONY)', '索尼(SONY)', 'SONY']))
    # query.execute()
    # query = Commodity.update(brand='美图').where(Commodity.brand.in_(['美图(Meitu)']))
    # query.execute()
    # query = Commodity.update(brand='联想').where(Commodity.brand.in_(['联想(Lenovo)', '联想(LENOVO)', '联想(Lenovo)',
    #                                                                 '联想(lenovo)']))
    # query.execute()
    # query = Commodity.update(brand='诺基亚').where(Commodity.brand.in_(['诺基亚(NOKIA)', '诺基亚(NOKIA)']))
    # query.execute()
    # query = Commodity.update(brand='魅族').where(Commodity.brand.in_(['魅族(MEIZU)', '魅族(MEIZU)', '魅族(meizu)']))
    # query.execute()

    # 规范产品名
    # name_list = ['黑鲨4 Pro']
    # Commodity.update(model='黑鲨游戏手机4 Pro').where(Commodity.model.in_(name_list)).execute()

    # 规范操作系统名和SoC信息
    # target_brand = '荣耀'
    # model_list = ['荣耀畅玩9A']
    # Commodity.update({
    #     Commodity.os: 'Android',
    #     Commodity.soc_mfrs: '联发科',
    #     Commodity.soc_model: 'P35'
    # }).where((Commodity.model.in_(model_list)) & (Commodity.brand == target_brand)).execute()
    # for commodity in Commodity.select().where(Commodity.brand == target_brand).group_by(Commodity.model):
    #     print(commodity.model)
    # for commodity in Commodity.select().where(Commodity.brand == target_brand).group_by(Commodity.soc_mfrs):
    #     print(commodity.soc_mfrs)
    # for commodity in Commodity.select().where(Commodity.brand == target_brand).group_by(Commodity.soc_model):
    #     print(commodity.soc_model)

    Commodity.update({Commodity.soc_model: '未知'}).where(
        Commodity.soc_model.in_(['其它', '其他', '以官网信息为准', '以官方信息为准'])).execute()
    for commodity in Commodity.select().group_by(Commodity.soc_model):
        print(commodity.soc_model)
def insert_jd_all_commodity(browser: Chrome):
    for target_sku in TargetSku.select().where(TargetSku.source == '京东'):
        # 获取当前商品SKU编号
        sku: str = target_sku.sku
        # 检查当前SKU是否在数据库中保存的SKU中, 避免销量重复计数
        result = ExistedSku.get_or_none(ExistedSku.source == '京东',
                                        ExistedSku.sku == sku)
        if result is not None:
            # 删除已经保存的商品target_sku
            delete_saved_commodity_sku(sku)
            print(f'---SKU编号为 {sku} 的商品信息已保存过---')
            continue

        # 开始抓取商品信息
        commodity = Commodity()
        commodity.source = '京东'
        commodity.url = 'https://item.jd.com/' + sku + '.html'

        # 打开并切换到当前商品页面
        switch_to_current_sku_page(browser, commodity.url)
        # 从后端API接口获取并保存已上架的SKU
        get_jd_sku_from_api(browser, sku)

        try:
            commodity.price = float(
                browser.find_element_by_css_selector(
                    'span.price:nth-child(2)').text)
        except (ValueError, NoSuchElementException):
            # 价格显示为待发布时或商品以下柜时, 抛出异常
            commodity.price = -1

        try:
            commodity.title = browser.find_element_by_class_name(
                'sku-name').text.strip()
        except NoSuchElementException:
            commodity.title = '无商品标题'

        try:
            total_str = browser.find_element_by_css_selector(
                '#comment-count > a').text
            commodity.total = parse_jd_count_str(total_str)
        except NoSuchElementException:
            # 商品为预约状态时销量不显示在价格旁边, 抛出异常
            commodity.total = -1

        # 判断是否为京东自营
        try:
            self_str = browser.find_element_by_class_name('u-jd').text
            if self_str == '自营':
                self = True
            else:
                self = False
        except NoSuchElementException:
            self = False
        commodity.is_self = self

        try:
            commodity.shop_name = browser.find_element_by_css_selector(
                '#crumb-wrap > div > div.contact.fr.clearfix > div.J-hove-wrap.EDropdown.fr > div:nth-child(1) > div '
                '> a').text
        except NoSuchElementException:
            commodity.shop_name = '店铺名称为空'

        # 从商品介绍中获取商品信息
        try:
            commodity.brand = browser.find_element_by_css_selector(
                '#parameter-brand > li > a').text
        except NoSuchElementException:
            commodity.brand = '品牌未注明'

        intro = browser.find_elements_by_css_selector('.parameter2 > li')
        intro_list = []
        for i in intro:
            intro_list.append(i.text)
        # 预赋值, 防止注入空置报错
        commodity.os = '页面未注明'
        commodity.model = '页面未注明'
        for intro_item in intro_list:
            if '操作系统' in intro_item:
                commodity.os = intro_item.replace('操作系统:', '')
            if 'CPU型号' in intro_item:
                commodity.soc_model = intro_item.replace('CPU型号:', '')
            if '商品名称' in intro_item:
                commodity.model = intro_item.replace('商品名称:', '')

        # 下滑点击 规格与包装 选项
        window_scroll_by(browser, 1200)
        js_script = 'document.querySelector("#detail > div.tab-main.large > ul > li:nth-child(2)").click()'
        browser.execute_script(js_script)
        sleep(1)

        # 从 规格与包装 中获取商品信息
        spec_list = browser.find_elements_by_class_name('Ptable-item')
        for spec_item in spec_list:
            spec_item_title = spec_item.find_element_by_tag_name('h3').text
            item_list = spec_item.find_elements_by_class_name('clearfix')
            if '主体' == spec_item_title:
                for item in item_list:
                    item_name = item.find_element_by_tag_name('dt').text
                    item_value = item.find_element_by_tag_name('dd').text
                    if '产品名称' == item_name:
                        commodity.model = item_value
            if '基本信息' == spec_item_title:
                for item in item_list:
                    item_name = item.find_element_by_tag_name('dt').text
                    item_value = item.find_element_by_tag_name('dd').text.replace('mm', '').replace('MM', '')\
                        .replace('mM', '').replace('Mm', '').replace('g', '').replace('G', '').replace('约', '')\
                        .replace('大约', '').replace('左右', '').replace('大概', '').strip()
                    try:
                        if '机身宽度' in item_name:
                            commodity.width = float(item_value)
                        if '机身厚度' in item_name:
                            commodity.thickness = float(item_value)
                        if '机身长度' in item_name:
                            commodity.length = float(item_value)
                        if '机身重量' in item_name:
                            commodity.weight = float(item_value)
                    except ValueError:
                        pass
            if '主芯片' == spec_item_title:
                for item in item_list:
                    item_name = item.find_element_by_tag_name('dt').text
                    item_value = item.find_element_by_tag_name('dd').text
                    if 'CPU品牌' == item_name:
                        commodity.soc_mfrs = item_value
            if '屏幕' == spec_item_title:
                for item in item_list:
                    item_name = item.find_element_by_tag_name('dt').text
                    item_value_str = item.find_element_by_tag_name('dd').text
                    if '主屏幕尺寸' in item_name:
                        try:
                            item_value = float(
                                item_value_str.replace('英寸', '').strip())
                            commodity.screen_size = item_value
                        except ValueError:
                            pass
        # 保存商品信息
        commodity.save()
        # 删除已经保存的商品target_sku
        delete_saved_commodity_sku(sku)
        print(f'------SKU编号为 {sku} 的商品信息保存完毕------')
        # 回到手机分类页面
        back_to_first_window(browser)
def insert_sn_all_commodity(browser: Chrome):
    for target_sku in SNTargetSku.select():
        # 获取当前商品店铺代码和SKU编号
        shop_code: str = target_sku.shop_code
        sku: str = target_sku.sku
        # 检查当前SKU是否在数据库中保存的SKU中, 避免销量重复计数
        result = SNExistedSku.get_or_none(SNExistedSku.shop_code == shop_code,
                                          SNExistedSku.sku == sku)
        if result is not None:
            # 删除已经保存的商品target_sku
            delete_saved_commodity_sku(shop_code, sku)
            print(f'---SKU编号为 {sku} 的商品信息已保存过---')
            continue

        # 开始抓取商品信息
        commodity = Commodity()
        commodity.source = '苏宁'
        commodity.url = 'https://product.suning.com/' + shop_code + '/' + sku + '.html'

        # 打开并切换到当前商品页面
        switch_to_current_sku_page(browser, commodity.url)
        # 从后端API接口获取所有SKU和销量
        commodity.total = get_sn_sku_and_total_from_api(
            browser, shop_code, sku)

        # 判断是否为苏宁自营, 苏宁自营的店铺码为 0000000000
        if int(shop_code) == 0:
            commodity.is_self = True
        else:
            commodity.is_self = False

        try:
            commodity.title = browser.find_element_by_id(
                'itemDisplayName').text
        except NoSuchElementException:
            commodity.title = '无商品标题'

        try:
            commodity.price = float(
                browser.find_element_by_class_name('mainprice').text.replace(
                    '¥', ''))
        except (ValueError, NoSuchElementException):
            commodity.price = -2

        try:
            commodity.shop_name = browser.find_element_by_class_name(
                'header-shop-name').text
        except NoSuchElementException:
            commodity.shop_name = '店铺名称为空'

        # 从商品介绍中获取商品信息
        # 预赋值, 防止注入空置报错
        commodity.brand = '页面未注明'
        commodity.model = '页面未注明'
        commodity.os = '页面未注明'

        intro_list = browser.find_elements_by_css_selector(
            '#phoneParameters > ul > li')
        for intro in intro_list:
            intro_title = intro.find_element_by_tag_name('p').text
            items = intro.find_elements_by_css_selector(
                'dl > dd > div > ul > li')
            if intro_title == '屏幕':
                for item in items:
                    if '屏幕尺寸' in item.text:
                        commodity.screen_size = float(
                            item.text.replace('屏幕尺寸:', '').replace('英寸',
                                                                   '').strip())
            if intro_title == 'CPU':
                for item in items:
                    if 'CPU型号' in item.text:
                        commodity.soc_model = item.text.replace('CPU型号:', '')

        # 下滑点击 包装及参数 选项
        window_scroll_by(browser, 1500)
        browser.execute_script(
            'document.querySelector("#productParTitle > a").click()')
        sleep(1)

        # 从 规格与包装 中获取商品信息
        spec_list = browser.find_elements_by_css_selector(
            '#itemParameter > tbody > tr')
        for spec in spec_list:
            if spec.get_attribute('parametercode') is not None:
                spec_name = spec.find_element_by_tag_name('span').text
                spec_value = spec.find_element_by_class_name('val').text
                if spec_name == '品牌':
                    commodity.brand = spec_value
                if spec_name == '型号':
                    commodity.model = spec_value
                if spec_name == '手机操作系统':
                    commodity.os = spec_value
                if spec_name == 'CPU品牌':
                    commodity.soc_mfrs = spec_value
                if spec_name == 'CPU型号':
                    commodity.soc_model = spec_value
                try:
                    spec_val = spec_value.replace('mm', '').replace('MM', '').replace('毫米', '').replace('英寸', '')\
                        .replace('mM', '').replace('Mm', '').replace('g', '').replace('G', '').replace('约', '')\
                        .replace('大约', '').replace('左右', '').replace('克', '').replace('寸', '').strip()
                    if spec_name == '屏幕尺寸':
                        commodity.screen_size = float(spec_val)
                    if spec_name == '机身长度':
                        commodity.length = float(spec_val)
                    if spec_name == '机身宽度':
                        commodity.width = float(spec_val)
                    if spec_name == '机身厚度':
                        commodity.thickness = float(spec_val)
                    if spec_name == '重量':
                        commodity.weight = float(spec_val)
                except ValueError:
                    pass

        # 保存商品信息
        commodity.save()
        # 删除已经保存的商品target_sku
        delete_saved_commodity_sku(shop_code, sku)
        print(f'------SKU编号为 {sku} 的商品信息保存完毕------')
        # 回到手机分类页面
        back_to_first_window(browser)
        sleep(2)