唯品会商品采集需要用到哪些API？教你用python爬取唯品会商品信息，详细教程，仅供学习

妖狐艹你老母 2024-02-20 08:32 13阅读 0赞

唯品会是中国领先的在线特卖会电商平台之一，它以“品牌特卖会”的模式运营，为会员提供品牌折扣商品。唯品会的商品包括服装、鞋类、箱包、美妆、家居、母婴、食品等各类品牌产品。

这就是今天的受害者，我们要拿取上面的泳衣数据，然后可以做些数据可视化。

## 数据来源分析 ##

#### 1. 明确需求 ####

*  明确采集网站以及数据  
    网址: https://category.vip.com/suggest.php?keyword=%E6%B3%B3%E8%A1%A3&ff=235|12|1|1  
    数据: 商品信息

#### 2. 抓包分析：通过浏览器自带工具: 开发者工具 ####

*  打开开发者工具: F12 / 右键点击检查选择network
 *  刷新网页: 让网页数据重新加载一遍
 *  搜索关键字: 搜索数据在哪里  
    找到数据包: 50条商品数据信息  
    整页数据内容: 120条 --> 分成三个数据包  
    1. 前50条数据 --> 前50个商品ID  
    2. 中50条数据 --> 中50个商品ID  
    3. 后20条数据 --> 后20个商品ID

已知: 数据分为三组 --> 对比三组数据包请求参数变化规律  
请求参数变化规律: 商品ID  
分析找一下 是否存在一个数据包, 包含所有商品ID

如果想要获取商品信息 --> 先获取所有商品ID --> ID存在数据包

## 代码实现步骤: 发送请求 -> 获取数据 -> 解析数据 -> 保存数据 ##

API名称：item\_get

通过商品ID获取此商品的详情信息，包括商品标题、价格、主图、详情图、销量等。

API名称：item\_search

通过输入关键字搜索商品列表，批量获取商品ID。[注册账号获取APIkey][APIkey]

### 请求示例 ###

1、Python调用关键字搜索接口item\_search

# coding:utf-8
    """
    Compatible for python2.x and python3.x
    requirement: pip install requests
    """
    from __future__ import print_function
    import requests
    # 请求示例 url 默认请求参数已经做URL编码
    url = "https://api-gw.seaver.cn/vip/item_search/?key=<您自己的apiKey>&secret=<您自己的apiSecret>&q=鞋子&start_price=&end_price=&page=&cat=&discount_only=&sort=&page_size=&seller_info=&nick=&ppath="
    headers = {
        "Accept-Encoding": "gzip",
        "Connection": "close"
    }
    if __name__ == "__main__":
        r = requests.get(url, headers=headers)
        json_obj = r.json()
        print(json_obj)

2、响应示例（关键字搜索接口返回数据是千人千面的）

"items": {
    		"url": "https://category.vip.com/suggest.php?keyword=鞋子&page=1",
    		"keyword": "鞋子",
    		"page": "1",
    		"real_total_results": 3200,
    		"total_results": 3200,
    		"pagecount": 64,
    		"products_total": "",
    		"list_count": "",
    		"page_size": 50,
    		"item": [
    			{
    				"num_iid": "6920498614015980820",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920498614015980820.html",
    				"title": "【热卖新款】23秋季新款女鞋百搭小白鞋女可爱风板鞋女厚底增高",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0902/153/76a645b6-8772-483f-8730-816499d8d6fe.jpg",
    				"price": "89",
    				"promotion_price": "89",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力"
    			},
    			{
    				"num_iid": "6920456464238903825",
    				"detail_url": "https://detail.vip.com/detail-1712350481-6920456464238903825.html",
    				"title": "【断码捡漏】时尚拼色厚底鞋女韩系百搭低帮板鞋舒适运动休闲鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/07/12/133/21e40750-7feb-42e2-bb60-e9a0a69b1d07.jpg",
    				"price": "59",
    				"promotion_price": "59",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "环球"
    			},
    			{
    				"num_iid": "6920515780805661576",
    				"detail_url": "https://detail.vip.com/detail-1710614536-6920515780805661576.html",
    				"title": "【商家畅销款】秋冬新款轻便复古男式运动跑鞋畅跑男跑步鞋男鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/103623/2023/0822/119/ed9f8493-19a3-4979-a71e-1802c84b435f.jpg",
    				"price": "139",
    				"promotion_price": "139",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "361°"
    			},
    			{
    				"num_iid": "6920556548672220765",
    				"detail_url": "https://detail.vip.com/detail-1711324061-6920556548672220765.html",
    				"title": "【秋冬上新】时尚百搭跑步鞋男舒适透气男鞋潮流运动鞋男休闲鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/09/20/26/82fb04f2-1c16-4288-8457-e955bbe2a943.jpg",
    				"price": "75",
    				"promotion_price": "75",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力1927"
    			},
    			{
    				"num_iid": "6920221768845198679",
    				"detail_url": "https://detail.vip.com/detail-1710614103-6920221768845198679.html",
    				"title": "厚底小白鞋女23年新款老爹鞋女百搭休闲运动鞋增高女鞋子",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/02/01/197/29b8edc7-eb01-4c1e-9a00-198bc7fac79a.jpg",
    				"price": "79",
    				"promotion_price": "79",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "人本"
    			},
    			{
    				"num_iid": "6920472626815395348",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920472626815395348.html",
    				"title": "【热卖潮鞋】23秋季新款飞织透气运动鞋男舒适耐磨休闲跑步鞋男",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0724/55/c3bbeae5-be65-457f-a106-d14daa87d7ec.jpg",
    				"price": "89",
    				"promotion_price": "89",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力"
    			},
    			{
    				"num_iid": "6920393993806723089",
    				"detail_url": "https://detail.vip.com/detail-1712350481-6920393993806723089.html",
    				"title": "【热卖爆款】拼接鞋面厚底小白鞋女拼色潮流低帮板鞋百搭休闲鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/05/30/62/2ff80bfb-1314-4ebf-9344-c0b13a075a31.jpg",
    				"price": "69",
    				"promotion_price": "69",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "环球"
    			},
    			{
    				"num_iid": "6920282808251529437",
    				"detail_url": "https://detail.vip.com/detail-1711324061-6920282808251529437.html",
    				"title": "【加绒保暖】23秋冬新款厚底跑步运动鞋潮流百搭皮面男鞋棉鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/03/17/71/d6e37829-1e5a-425d-ae89-5bbeeb817431.jpg",
    				"price": "99",
    				"promotion_price": "99",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力1927"
    			},
    			{
    				"num_iid": "6920243623832758363",
    				"detail_url": "https://detail.vip.com/detail-1710614619-6920243623832758363.html",
    				"title": "【热卖爆款】2023秋季新款低帮板鞋潮流休闲运动鞋小白鞋男鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/109602/2023/0216/102/4db76676-5c74-47b4-84c0-136870604938.jpg",
    				"price": "122",
    				"promotion_price": "122",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "木林森"
    			},
    			{
    				"num_iid": "6920017409905248734",
    				"detail_url": "https://detail.vip.com/detail-1710613854-6920017409905248734.html",
    				"title": "【热销爆款】女鞋时尚撞色高帮厚底鞋女松紧带板鞋女运动休闲鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2022/09/13/174/871aee89-c0e1-4714-ab1b-69f85ec8b482.jpg",
    				"price": "199",
    				"promotion_price": "199",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "红蜻蜓"
    			},
    			{
    				"num_iid": "6920523407423045252",
    				"detail_url": "https://detail.vip.com/detail-1710615620-6920523407423045252.html",
    				"title": "23年秋冬新款男士运动休闲鞋抽带男休闲鞋男鞋子",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/08/28/145/1cac8d2a-08af-4d84-b33b-50801b445ee1.jpg",
    				"price": "89",
    				"promotion_price": "89",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "稻草人"
    			},
    			{
    				"num_iid": "6920502658724152263",
    				"detail_url": "https://detail.vip.com/detail-1711544295-6920502658724152263.html",
    				"title": "23年新品女鞋春季小白鞋厚底板鞋百搭复古运动鞋女学生潮鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/632229/2023/0812/32/87929385-f1bf-4071-ac0b-348b58009dcd.jpg",
    				"price": "79",
    				"promotion_price": "79",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "人本1986"
    			},
    			{
    				"num_iid": "6920392779787360020",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920392779787360020.html",
    				"title": "【热卖上新】23秋季男鞋舒适透气休闲鞋男潮流板鞋耐磨小白鞋男",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0530/29/58a094a2-e020-4f04-93aa-3c1b32c2a24b.jpg",
    				"price": "89",
    				"promotion_price": "89",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力"
    			},
    			{
    				"num_iid": "6920168154607487302",
    				"detail_url": "https://detail.vip.com/detail-1710614694-6920168154607487302.html",
    				"title": "百搭爆款运动小白鞋女2023春季新款厚底增高休闲板鞋女",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2022/12/29/191/9f62bcae-9077-49db-8dd0-57d61a02de64.jpg",
    				"price": "64.9",
    				"promotion_price": "64.9",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "环球"
    			},
    			{
    				"num_iid": "6920533160478590921",
    				"detail_url": "https://detail.vip.com/detail-1711216169-6920533160478590921.html",
    				"title": "【舒适男鞋透气马丁靴】23秋季新款休闲跑步运动靴百搭鞋工装靴",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/618589/2023/0904/122/ad9f6cfe-18f1-4249-942e-83e2b51f35bf.jpg",
    				"price": "89",
    				"promotion_price": "89",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "环球"
    			},
    			{
    				"num_iid": "6920482725127390877",
    				"detail_url": "https://detail.vip.com/detail-1711324061-6920482725127390877.html",
    				"title": "【热卖爆款】秋季厚底女低帮板鞋学院风舒适百搭韩系运动休闲鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/07/31/46/fa78cee3-e360-40aa-9792-abbd21d1e1b2.jpg",
    				"price": "89",
    				"promotion_price": "89",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力1927"
    			},
    			{
    				"num_iid": "6920484210203739668",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920484210203739668.html",
    				"title": "【舒适运动】23秋季新款男鞋韩版休闲鞋男软底耐磨老爹鞋男潮鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0801/147/24348f0e-217a-4910-a4fb-4201119ca049.jpg",
    				"price": "69",
    				"promotion_price": "69",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力"
    			},
    			{
    				"num_iid": "6920355209184956756",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920355209184956756.html",
    				"title": "一脚蹬赖人鞋男23秋新款男鞋百搭小白鞋男简约运动休闲鞋男",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0504/11/411a4151-9a21-45f2-a203-ba9b9f4b9192.jpg",
    				"price": "89",
    				"promotion_price": "89",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力"
    			},
    			{
    				"num_iid": "6920517415908700948",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920517415908700948.html",
    				"title": "【热卖新品】23秋季新款男鞋舒适耐磨篮球鞋男增高运动休闲鞋男",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0824/64/2a2837b4-6546-4756-8e72-d4a475ee7f68.jpg",
    				"price": "98",
    				"promotion_price": "98",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力"
    			},
    			{
    				"num_iid": "6920495676676423697",
    				"detail_url": "https://detail.vip.com/detail-1712350481-6920495676676423697.html",
    				"title": "【热卖上新】简约时尚小白鞋女厚底增高老爹鞋舒适网面运动休闲鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/08/09/46/5748582c-5af8-4610-a7a3-6168814c5a18.jpg",
    				"price": "79",
    				"promotion_price": "79",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "环球"
    			},
    			{
    				"num_iid": "6920273908476262484",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920273908476262484.html",
    				"title": "【热卖新品】舒适耐磨跑步鞋男时尚百搭男鞋潮流休闲运动鞋男",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0309/41/5bc37347-8ce9-4d40-9de8-f91ec0e910b3.jpg",
    				"price": "89",
    				"promotion_price": "89",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "回力"
    			},
    			{
    				"num_iid": "6920472234204462921",
    				"detail_url": "https://detail.vip.com/detail-1711216169-6920472234204462921.html",
    				"title": "【舒适透气小白鞋男鞋】秋季爆款潮流百搭运动鞋男士轻便休闲板鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/618589/2023/0724/104/32a382be-7325-4bbd-a340-376ce6146d96.jpg",
    				"price": "79",
    				"promotion_price": "79",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "环球"
    			},
    			{
    				"num_iid": "6920507275093508113",
    				"detail_url": "https://detail.vip.com/detail-1712350481-6920507275093508113.html",
    				"title": "【断码捡漏】秋季软底舒适女低帮板鞋简约小白鞋百搭休闲运动鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/653204/2023/0817/42/da06fe27-b1a9-480e-914d-0651c753fa39.jpg",
    				"price": "59",
    				"promotion_price": "59",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "环球"
    			},
    			{
    				"num_iid": "6920543684992883153",
    				"detail_url": "https://detail.vip.com/detail-1712350481-6920543684992883153.html",
    				"title": "【爆款上新】秋季ins百搭学院风厚底板鞋女时尚低帮运动休闲鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/653204/2023/0911/58/b6102922-567a-47d3-a9c8-228b74137bd2.jpg",
    				"price": "69",
    				"promotion_price": "69",
    				"sales": 0,
    				"area": "",
    				"seller_nick": "环球"
    			},
    			{
    				"num_iid": "6920453315110872340",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920453315110872340.html",
    				"title": "【热卖女鞋】2023秋季新款舒适百搭休闲鞋女厚底小白鞋女板鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0710/171/828f1d75-0035-4170-b019-45651c64a7a1.jpg",
    				"price": "96",
    				"promotion_price": "96",
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    				"detail_url": "https://detail.vip.com/detail-1712350481-6920393993823627281.html",
    				"title": "【热销上新】时尚简约小白鞋女舒适平底鞋百搭低帮板鞋运动休闲鞋",
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    				"detail_url": "https://detail.vip.com/detail-1712471648-6920465367103122816.html",
    				"title": "23新品秋冬季情侣款小众时尚面包鞋板鞋运动休闲鞋街头潮鞋男女",
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    				"detail_url": "https://detail.vip.com/detail-1711713328-6920545219136176464.html",
    				"title": "男款休闲鞋2023秋季轻便百搭板鞋男休闲时尚跑步鞋耐磨运动鞋",
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    				"detail_url": "https://detail.vip.com/detail-1710614536-6920020357024454856.html",
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    				"detail_url": "https://detail.vip.com/detail-1711324061-6920587194732743325.html",
    				"title": "【热卖上新】轻便男包底鞋舒适秋冬鞋子男潮流百搭运动鞋男休闲鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/2023/10/11/101/07e81b48-13d3-4e40-b104-7b24867fcbfb.jpg",
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    			{
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    				"detail_url": "https://detail.vip.com/detail-1710614043-6919990899226933531.html",
    				"title": "QIAODAN秋冬运动鞋男缓冲吸震耐磨防滑轻盈跑步鞋革面款",
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    				"title": "【热销新款】秋季潮流男士小白鞋百搭时尚低帮板鞋运动休闲鞋",
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    				"title": "椰子鞋秋季运动鞋网面男鞋黑色软底透气休闲运动鞋男",
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    				"detail_url": "https://detail.vip.com/detail-1711552084-6920392779888318228.html",
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    			{
    				"num_iid": "6920152293767961608",
    				"detail_url": "https://detail.vip.com/detail-1710614536-6920152293767961608.html",
    				"title": "【商家畅销款】缓震男式运动跑步鞋男跑鞋男鞋",
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    			{
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    				"detail_url": "https://detail.vip.com/detail-1711552084-6920468233840588308.html",
    				"title": "【韩系简约】23秋季新款男鞋舒适百搭休闲鞋男中帮小白鞋男板鞋",
    				"pic_url": "http://h2.appsimg.com/a.appsimg.com/upload/merchandise/pdcvis/634318/2023/0721/197/8d364f39-dfc6-4021-a601-204447bba5d3.jpg",
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    			{
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    				"detail_url": "https://detail.vip.com/detail-1711552084-6920492794615544020.html",
    				"title": "情侣小白鞋女23秋季新款女鞋舒适透气休闲鞋女简约百搭板鞋女",
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    				"price": "89",
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    			{
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    				"detail_url": "https://detail.vip.com/detail-1710614694-6920465341777189958.html",
    				"title": "复古小白鞋女2023年秋季新品透气舒适百搭休闲运动板鞋女",
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    				"seller_nick": "环球"
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    			{
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    				"detail_url": "https://detail.vip.com/detail-1711552084-6920430797163554068.html",
    				"title": "2023新款秋季款男鞋轻便舒适休闲鞋男百搭透气板鞋男小白鞋男",
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    				"price": "89",
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    				"seller_nick": "回力"
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    			{
    				"num_iid": "6920392779837769492",
    				"detail_url": "https://detail.vip.com/detail-1711552084-6920392779837769492.html",
    				"title": "【热卖潮鞋】23秋季新款男鞋舒适耐磨休闲鞋男百搭拼色板鞋男",
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    				"seller_nick": "回力"
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    		],
    		"_ddf": "app"
    	},
    	"error_code": "0000",

3、将item\_search返回的商品ID通过循环的方式传入item\_get来获取商品详情信息。

响应示例

"item": {
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    		"title": "【热卖新款】23秋季新款女鞋百搭小白鞋女可爱风板鞋女厚底增高",
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    		"price": "89.00",
    		"total_price": 0,
    		"suggestive_price": 0,
    		"orginal_price": "359.00",
    		"nick": "",
    		"num": 0,
    		"min_num": 0,
    		"detail_url": "https://detail.vip.com/detail-1711552084-6920498614015980820.html",
    		"pic_url": "https://a.vpimg4.com/upload/merchandise/pdcvis/634318/2023/0902/153/76a645b6-8772-483f-8730-816499d8d6fe.jpg",
    		"brand": "回力",
    		"brandId": 1711552084,
    		"rootCatId": "",
    		"cid": 282,
    		"crumbs": [],
    		"created_time": 1611298511000,
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