构建一个自动化API数据抓取系统是一个涉及多个技术领域的复杂任务。这样的系统不仅要求高效的数据获取能力，还需要有稳定的数据处理、存储和错误处理机制。
1. 需求分析
在开始构建之前，明确你的需求至关重要。你需要确定要抓取的API、数据的频率、数据的大小、预期的存储方式以及可能的错误处理策略。
2. 技术选型
编程语言：选择一种适合网络编程和数据处理的编程语言，如Python、Node.js或Java。
HTTP库：使用如requests（Python）、axios（Node.js）或HttpClient（Java）等库来发送HTTP请求。
数据库：选择一个适合存储你数据的数据库，如MySQL、MongoDB或Redis。
任务调度：如果需要定时抓取数据，可以使用如Celery（Python）、Node-cron（Node.js）或Quartz（Java）等任务调度库。
3. 系统设计
API接口管理：创建一个配置文件或数据库表来管理API的URL、请求方法、请求头、请求体等信息。
数据抓取：编写一个函数或类来发送HTTP请求并获取数据。这个函数应该能够处理各种HTTP状态码，并优雅地处理错误。
数据处理：根据需求，你可能需要对获取的数据进行清洗、转换或聚合。
数据存储：将处理后的数据存储到数据库中。确保你的数据库连接是安全的，并考虑使用ORM（对象关系映射）库来简化数据库操作。
错误处理：为可能的错误（如网络错误、API错误、数据解析错误等）制定错误处理策略。你可以使用日志记录错误，并考虑在错误发生时发送通知或警报。
任务调度：如果需要定时抓取数据，设置任务调度器来定时触发数据抓取函数。
{
"item": {
"apiStack": [
{
"buyer": [],
"consumerProtection": {
"channel4X": [],
"items": [
{
"desc": "卖家投保退货运费险，负担一定金额退货运费（保单生效以下单显示为准）",
"priority": "6581",
"serviceId": "3851",
"title": "退货运费险",
"type": "0"
},
{
"desc": "满足相应条件时，诚信用户在退货寄出后，享受极速退款到账",
"priority": "6505",
"serviceId": "2979",
"title": "极速退款",
"type": "0"
},
{
"desc": "满足相应条件时，消费者可申请 “七天无理由退换货”",
"priority": "5130",
"serviceId": "2973",
"title": "七天无理由退换",
"type": "0"
}
],
"serviceProtection": {
"basicService": {
"id": "204",
"name": "基础保障",
"services": [
{
"desc": [
"卖家投保退货运费险，负担一定金额退货运费（保单生效以下单显示为准）"
],
"icon": "//img.alicdn.com/tfs/TB1_YjSjeL2gK0jSZPhXXahvXXa-54-54.png",
"name": "退货运费险",
"priority": "6581",
"serviceId": "3851"
},
{
"desc": [
"满足相应条件时，诚信用户在退货寄出后，享受极速退款到账"
],
"icon": "//img.alicdn.com/tfs/TB1_YjSjeL2gK0jSZPhXXahvXXa-54-54.png",
"name": "极速退款",
"priority": "6505",
"serviceId": "2979"
},
{
"desc": [
"满足相应条件时，消费者可申请 “七天无理由退换货”"
],
"icon": "//img.alicdn.com/tfs/TB1_YjSjeL2gK0jSZPhXXahvXXa-54-54.png",
"name": "七天无理由退换",
"priority": "5130",
"serviceId": "2973"
}
]
}
}
},
"delivery": {
"addressWeexUrl": "https://market.m.taobao.com/apps/market/detailrax/address-picker.html?spm=a2116h.app.0.0.16d957e9nDYOzv&wh_weex=true",
"areaId": "330203",
"areaSell": "true",
"completedTo": "宁波市 海曙区",
"extras": {
"PostTime": {
"desc": "",
"icon": "",
"link": "",
"serviceSimpleDesc": "",
"text": "48小时内发货"
},
"ReceiveTime": {
"desc": "",
"icon": "",
"link": "",
"serviceSimpleDesc": "",
"text": "48小时内发货"
}
},
"from": "广东广州",
"overseaContraBandFlag": "false",
"postage": "快递: 免运费",
"showAreaChooser": "true",
"to": "海曙区"
},
"guaranteeItemFloat": {
"deliveryService": [],
"oldFloatService": [
{
"desc": [
"正品保障，假一赔四"
],
"extActions": [],
"link": "https://rulechannel.tmall.com/tmall?type=detail&ruleId=4400&cId=391#/rule/detail?ruleId=4400&cId=391",
"linkText": "查看",
"name": "假一赔四",
"priority": "0",
"serviceCode": "IND-SEC-fourComp"
},
{
"desc": [
"商家赠送运费险，退换货选择上门取件，自动减免首重运费；若选择自寄，参照首重标准赔付，具体以“订单详情-退货运费险”页面为准。"
],
"extActions": [],
"name": "退货运费险",
"priority": "0",
"serviceCode": "PLAT-VA-buyerPostIns"
},
{
"desc": [
"满足相应条件(使用后不支持)时，消费者可申请 “7天无理由退换货”"
],
"extActions": [],
"name": "7天无理由退换",
"priority": "0",
"serviceCode": "PLAT-SEC-noReasonRefund"
}
],
"originService": [
{
"desc": [
"正品保障，假一赔四"
],
"extActions": [],
"link": "https://rulechannel.tmall.com/tmall?type=detail&ruleId=4400&cId=391#/rule/detail?ruleId=4400&cId=391",
"linkText": "查看",
"name": "假一赔四",
"priority": "0",
"serviceCode": "IND-SEC-fourComp"
},
{
"desc": [
"商家赠送运费险，退换货选择上门取件，自动减免首重运费；若选择自寄，参照首重标准赔付，具体以“订单详情-退货运费险”页面为准。"
],
"extActions": [],
"name": "退货运费险",
"priority": "0",
"serviceCode": "PLAT-VA-buyerPostIns"
},
{
"desc": [
"满足相应条件(使用后不支持)时，消费者可申请 “7天无理由退换货”"
],
"extActions": [],
"name": "7天无理由退换",
"priority": "0",
"serviceCode": "PLAT-SEC-noReasonRefund"
}
],
"services": [
{
"desc": [
"正品保障，假一赔四"
],
"extActions": [],
"link": "https://rulechannel.tmall.com/tmall?type=detail&ruleId=4400&cId=391#/rule/detail?ruleId=4400&cId=391",
"linkText": "查看",
"name": "假一赔四",
"priority": "0",
"serviceCode": "IND-SEC-fourComp"
},
{
"desc": [
"商家赠送运费险，退换货选择上门取件，自动减免首重运费；若选择自寄，参照首重标准赔付，具体以“订单详情-退货运费险”页面为准。"
],
"extActions": [],
"name": "退货运费险",
"priority": "0",
"serviceCode": "PLAT-VA-buyerPostIns"
},
{
"desc": [
"满足相应条件(使用后不支持)时，消费者可申请 “7天无理由退换货”"
],
"extActions": [],
"name": "7天无理由退换",
"priority": "0",
"serviceCode": "PLAT-SEC-noReasonRefund"
}
]
},
"item": {
"containerDimension": "3:4",
"descType": "2",
"extraMap": [],
"h5ItemUrl": "https://new.m.taobao.com/detail.htm?id=600455024654&hybrid=true",
"images": [
"https://img.alicdn.com/imgextra/i2/2671354990/O1CN0176hnHw1mjTKAk85sw_!!0-item_pic.jpg",
"https://img.alicdn.com/imgextra/i4/2671354990/O1CN018iqq9W1mjT7jdzuRh_!!2671354990.jpg",
"https://img.alicdn.com/imgextra/i2/2671354990/O1CN01okhLpM1mjT5VUhOmh_!!2671354990.jpg",
"https://img.alicdn.com/imgextra/i3/2671354990/O1CN01e9dqz41mjSyJMO74N_!!2671354990.jpg",
"https://img.alicdn.com/imgextra/i2/2671354990/O1CN01aO0HV91mjT5ZeCv4m_!!2671354990.jpg"
],
"infoText": [],
"itemId": "600455024654",
"sellCount": "8000+",
"shareItemLink": "https://item.taobao.com/item.htm?id=600455024654",
"showShopActivitySize": "2",
"skuText": "配送至:海曙区",
"spuId": "1308923084",
"title": "全新升级版】Python编程从入门到实战精通2024python教程自学全套书籍零基础自学少儿电脑书 计算机程序设计 实践语言课程小白入门",
"titleIcon": "//img.alicdn.com/tfs/TB1SMG7nnvI8KJjSspjXXcgjXXa-78-36.png?getAvatar=avatar",
"vagueSellCount": "8000+",
"videos": [
{
"actionEvent": {
"exposureArgs": {
"item_id": "600455024654",
"video_id": "277502366736"
},
"openUrlEventArgs": {
"enableUserTrackEvent": "true",
"userTrackArgs": {
"arg1": "Page_Detail_Videos_Dx_Skip",
"item_id": "600455024654",
"page": "Page_Detail",
"type": "userTrack",
"video_id": "277502366736"
}
}
},
"interactiveInfo": {
"interactiveId": "897505664",
"userId": "2671354990"
},
"itemId": "600455024654",
"spatialVideoDimension": "3:4",
"type": "3",
"url": "https://cloud.video.taobao.com/play/u/2671354990/p/2/e/6/t/1/277502366736.mp4?appKey=38829",
"videoId": "277502366736",
"videoThumbnailURL": "https://img.alicdn.com/imgextra/i3/2671354990/O1CN01MZeq6F1mjTKCGNgOK_!!2671354990.jpg",
"weexRecommendUrl": "https://market.m.taobao.com/apps/market/detailrax/recommend-items.html?spm=a2116h.app.0.0.16d957e9U2bxVj&wh_weex=true&itemId=600455024654"
}
],
"wxShareUrl": "https://new.m.taobao.com/detail.htm?id=600455024654"
},
"itemParams": {
"groupProps": [
{
"基本信息": [
{
"ISBN编号": "9787218136172"
},
{
"书名": "零基础Python从入门到精通"
},
{
"作者": "无"
},
{
"作者地区": "中国大陆"
},
{
"定价": "69.80元"
},
{
"正：副书名": "零基础Python从入门到精通"
},
{
"开本": "16开"
},
{
"是否是套装": "否"
},
{
"出版社名称": "广东人民出版社"
},
{
"页数": "424"
},
{
"出版时间": "2019-06"
}
]
}
],
"propsList": null
},
"newdetail": [],
"price": {
"price": {
"priceText": "36.8",
"priceTitle": "活动价",
"showTitle": "false",
"sugProm": "false",
"type": "1"
},
"shopProm": [
{
"content": [
"每满300减50,可跨店,上不封顶",
"GBK"
],
"iconText": "跨店",
"period": "2024.05.31 20:00-2024.06.20 23:59",
"type": "2"
},
{
"activityId": "0",
"content": [
"购买可得18积分"
],
"iconText": "积分",
"title": "购买可得18积分",
"type": "5"
}
],
"shopPromTitle": "促销",
"transmitPrice": {
"priceText": "36.8",
"priceTitle": "活动价",
"showTitle": "false",
"sugProm": "false"
}
},
"priceSectionData": {
"bizType": "dp-sixbmdsecondone-*-online",
"extraPrice": {
"linkUrl": "https://market.m.taobao.com/app/detail-project/detail-pages/pages/quan2020?wh_weex=true&marketcoupon=true",
"priceBgColor": "#FFFFFF",
"priceColor": "#FF2525",
"priceMoney": "3580",
"priceText": "35.8",
"priceTitle": "618券后",
"priceViews": [
{
"humpDecimal": ".8",
"humpInteger": "35"
}
]
},
"mainBelt": {
"bizType": "0",
"priceBeltColor": "#FF2525",
"priceBeltImg": "https://img.alicdn.com/imgextra/i3/O1CN017E6faU1NIZfUtvEL6_!!6000000001547-0-tps-1125-210.jpg",
"promotionBeltColor": "#FF2525",
"rightBelt": {
"countDownStatus": "1",
"countdown": "0",
"endTime": "1718899199000",
"extraText": "下单立抢",
"extraTextColor": "#FFFFFF",
"logo": "https://img.alicdn.com/imgextra/i3/O1CN01zJ2FNn1ZUHB8bxBu9_!!6000000003197-2-tps-523-72.png",
"now": "1717570225132",
"startTime": "1717156800000",
"text": "热卖中",
"textColor": "#FFFFFF"
},
"rightBeltType": "dailyCommonStyle",
"styleType": "1"
},
"price": {
"priceMoney": "3680",
"priceText": "36.8",
"priceTitle": "活动价",
"priceViews": [
{
"humpDecimal": ".8",
"humpInteger": "36"
}
]
},
"priceType": "quanhou_price",
"promotion": {
"entranceTip": "领券",
"entranceUrl": "https://market.m.taobao.com/app/detail-project/detail-pages/pages/quan2020?wh_weex=true&marketcoupon=true",
"items": [
{
"bgImage": "https://gw.alicdn.com/tfs/TB1.dqZSgHqK1RjSZJnXXbNLpXa-40-40.png",
"content": "跨店每300减50",
"endTime": "2024-06-20 23:59:59",
"sbgImage": "https://gw.alicdn.com/tfs/TB12R2Oerj1gK0jSZFuXXcrHpXa-302-80.png",
"scontent": "跨店每300减50",
"startTime": "2024-05-31 20:00:00",
"textColor": "#FD5F20",
"type": "default"
},
{
"bgImage": "https://gw.alicdn.com/tfs/TB1.dqZSgHqK1RjSZJnXXbNLpXa-40-40.png",
"content": "商品券满36减1",
"endTime": "2024-06-30 23:59:59",
"sbgImage": "https://gw.alicdn.com/tfs/TB1k50Yj4D1gK0jSZFsXXbldVXa-280-40.png",
"scontent": "满36减1",
"startTime": "2024-05-29 00:00:00",
"stitle": "商品券",
"textColor": "#FD5F20",
"type": "default"
},
{
"bgImage": "https://gw.alicdn.com/tfs/TB1.dqZSgHqK1RjSZJnXXbNLpXa-40-40.png",
"content": "店铺券满89减5",
"endTime": "2024-06-30 23:59:59",
"sbgImage": "https://gw.alicdn.com/tfs/TB1k50Yj4D1gK0jSZFsXXbldVXa-280-40.png",
"scontent": "满89减5",
"startTime": "2024-05-29 00:00:00",
"stitle": "店铺券",
"textColor": "#FD5F20",
"type": "default"
}
],
"promotionBeltColor": "#FF2525"
},
"promotionHeightLevel": "2",
"styleTye": "1"
},
"promotionFloatingData": {
"buyEnable": "true",
"calculateResult": {
"discount": "3400",
"quanHouPrice": "35.8",
"skuId": "0",
"usedPromotions": [
{
"discount": "100",
"promotionType": "501",
"promotionUniqueId": "54766697693b43d28dc756cb746877ee"
}
]
},
"detailPromotionTimeDO": {
"effectiveTime": "2024-05-31 20:00:00",
"promotionType": "BIGMARKDOWN",
"unEffectiveTime": "2024-06-20 23:59:59",
"warmUpEndTime": "2024-05-31 20:00:00",
"warmUpStartTime": "2024-05-29 00:00:00"
},
"promotionName": "618",
"promotionText": "活动价￥36.8",
"skuMoney": {
"cent": "3680",
"skuId": "0"
}
},
"seller": {
"evaluates3": [
{
"level": "-1",
"levelText": "低",
"levelTextColor": "#ffffff",
"score": "4.8 ",
"scoreTextColor": "#ffffff",
"title": "宝贝描述",
"titleColor": "#ffffff",
"type": "desc"
},
{
"level": "0",
"levelText": "平",
"levelTextColor": "#ffffff",
"score": "4.8 ",
"scoreTextColor": "#ffffff",
"title": "卖家服务",
"titleColor": "#ffffff",
"type": "serv"
},
{
"level": "0",
"levelText": "平",
"levelTextColor": "#ffffff",
"score": "4.8 ",
"scoreTextColor": "#ffffff",
"title": "物流服务",
"titleColor": "#ffffff",
"type": "post"
}
],
"sellerId": "2671354990",
"sellerType": "B",
"shopIcon": "//img.alicdn.com/imgextra//ad/0e/TB1yTn3LXXXXXX3XVXXSutbFXXX.jpg",
"shopId": "141763703",
"shopName": "广东人民出版社旗舰店",
"shopUrl": "//shop.m.taobao.com/shop/shop_index.htm?user_id=2671354990&item_id=600455024654",
"userId": "2671354990"
},
"skuCore": {
"sku2info": [
{
"buyText": "领券购买",
"itemApplyParams": "[{\"couponName\":\"满36减1商品优惠券\",\"sellerId\":2671354990,\"couponType\":1,\"templateCode\":\"83650806376\",\"uuid\":\"54766697693b43d28dc756cb746877ee\"}]",
"moreQuantity": "true",
"price": {
"priceMoney": "3680",
"priceText": "36.8",
"showTitle": "false",
"sugProm": "false"
},
"quantity": "200",
"quantityCheckTransParams": {
"cipherQuantity": "T3++zk8VkP4TbZfdN/OEcq/mF0eHdVNvmQlEU4EUjbU="
},
"quantityText": "有货",
"skuPromTip": "<font color=\"#999999\"> 当前商品可使用 </font><font color=\"#FF5000\"> 满36减1 </font> <font color=\"#999999\"> 商品优惠券 </font>",
"subPrice": {
"priceColor": "#FF4F00",
"priceMoney": "3580",
"priceText": "35.8",
"priceTitle": "券后",
"priceTitleColor": "#FF4F00",
"sugProm": "false"
}
}
]
},
"skuLightOff": {
"float": [
{
"containerType": "dinamicx",
"loadTimeOut": "5000",
"name": "skuBottom",
"url": "https://dinamicx.alibabausercontent.com/l_pub/detail_blacklight_float/1696941315014/detail_blacklight_float.zip",
"version": "1"
}
]
},
"skuVertical": [],
"trade": {
"buyEnable": "true",
"buyParam": {
"areaId": "330203"
},
"buyText": "领券购买",
"cartEnable": "true",
"cartJumpUrl": "https://h5.m.taobao.com/awp/base/cart.htm",
"cartParam": {
"areaId": "330203"
},
"hintBanner": [],
"isBanSale4Oversea": "false",
"isWap": "false",
"subBuyText": "券后￥35.8",
"tradeParams": [],
"useWap": "false"
},
"vertical": {
"askAll": {
"answerIcon": "https://img.alicdn.com/tps/TB1Z7c2LXXXXXXmaXXXXXXXXXXX-132-42.png",
"answerText": "不清楚，我才学到字符串呢",
"askIcon": "https://img.alicdn.com/tps/TB1tVU6PpXXXXXFaXXXXXXXXXXX-102-60.png",
"askText": "、它前端和后端都涉及到了吗？",
"linkUrl": "https://web.m.taobao.com/app/mtb/ask-everyone/list?pha=true&disableNav=YES&refId=600455024654",
"model4XList": [
{
"answerCountText": "2个回答",
"askIcon": "//gw.alicdn.com/tfs/TB1lneilZLJ8KJjy0FnXXcFDpXa-36-36.png",
"askText": "、它前端和后端都涉及到了吗？",
"askTextColor": "#162B36"
},
{
"answerCountText": "6个回答",
"askIcon": "//gw.alicdn.com/tfs/TB1lneilZLJ8KJjy0FnXXcFDpXa-36-36.png",
"askText": "有一起学python的搭子吗？",
"askTextColor": "#162B36"
}
],
"modelList": [
{
"answerCountText": "2个回答",
"askText": "、它前端和后端都涉及到了吗？",
"firstAnswer": "不清楚，我才学到字符串呢"
},
{
"answerCountText": "6个回答",
"askText": "有一起学python的搭子吗？",
"firstAnswer": "可以一起学，哈哈，我感觉一个人学不下去"
}
],
"questNum": "186",
"showNum": "2",
"title": "问大家(186)"
},
"buyerAlbum": {
"count": "77",
"linkUrl": "https://huodong.taobao.com/wow/z/guang/buy/buyer-show?pha=true&disableNav=YES&itemId=600455024654",
"modelList": [
{
"id": "355124623882",
"picUrl": "//gw.alicdn.com/tfscom/O1CN01qQlEea1z8uVYpAlFD_!!0-rate.jpg"
},
{
"id": "358800082140",
"picUrl": "//gw.alicdn.com/tfscom/O1CN011EZULk1zeVqDhTFRC_!!0-rate.jpg"
},
{
"id": "362401958643",
"picUrl": "//gw.alicdn.com/tfscom/O1CN014xC56F2CSEE5RjGB4_!!0-rate.jpg"
},
{
"id": "378899803453",
"picUrl": "//gw.alicdn.com/tfscom/O1CN01A5S89N1iEXwaCvSQq_!!0-rate.jpg"
}
],
"title": "买家秀"
},
"groupChat": {
"desc": "加入群",
"fansCount": "多",
"image": "//gw.alicdn.com/tfs/TB1Kg_MdoGF3KVjSZFmXXbqPXXa-164-52.png",
"title": "群主不定时发放专享福利",
"url": "///market.m.taobao.com/app/tb-chatting/join-group-landing/index/index.html?from=default_detailcard&mixSellerId=XFHGO8x0PF-Hvk*IvGxSXmgGvmRePH8SM88LvC-zMm8T"
},
"videoFlow": {
"bitmap": "15"
}
}
}
],
"item": {
"cartUrl": "https://h5.m.taobao.com/awp/base/cart.htm",
"categoryId": "50512007",
"commentCount": "0",
"countMultiple": [],
"exParams": [],
"favcount": "47498",
"h5ItemUrl": "https://new.m.taobao.com/detail.htm?id=600455024654&hybrid=true",
"h5moduleDescUrl": "//mdetail.tmall.com/templates/pages/itemDesc?id=600455024654",
"images": [
"//img.alicdn.com/imgextra/i3/2671354990/O1CN01l5OJFv1mjTKCG6IDY_!!0-item_pic.jpg",
"//img.alicdn.com/imgextra/i1/2671354990/O1CN01nSpQje1mjT7ovYoju_!!2671354990.jpg",
"//img.alicdn.com/imgextra/i3/2671354990/O1CN01PpQyJX1mjT5GmJmLu_!!2671354990.jpg",
"//img.alicdn.com/imgextra/i1/2671354990/O1CN01Y4I6Ed1mjSwcjBtNs_!!2671354990.jpg",
"//img.alicdn.com/imgextra/i4/2671354990/O1CN01a96LMn1mjT2d2HImn_!!2671354990.jpg"
],
"itemId": "600455024654",
"moduleDescParams": {
"f": "desc/icoss!0600455024654!12277379806",
"id": "600455024654"
},
"moduleDescUrl": "//hws.m.taobao.com/d/modulet/v5/WItemMouldDesc.do?id=600455024654&f=icoss!0600455024654!12277379806",
"openDecoration": "false",
"pcADescUrl": "//market.m.taobao.com/app/detail-project/desc/index.html?id=600455024654&descVersion=7.0&type=1&f=icoss!0600455024654!13301898831&sellerType=B",
"rootCategoryId": "33",
"subtitle": "赠送视频课程 出版社直营正版",
"taobaoDescUrl": "https://market.m.taobao.com/app/detail-project/desc/index.html?id=600455024654&descVersion=7.0&type=0&f=desc/icoss!0600455024654!12277379806&sellerType=B",
"taobaoPcDescUrl": "https://market.m.taobao.com/app/detail-project/desc/index.html?id=600455024654&descVersion=6.0&type=1&f=icoss!0600455024654!13301898831&sellerType=B",
"title": "全新升级版】Python编程从入门到实战精通2024python教程自学全套书籍零基础自学少儿电脑书 计算机程序设计 实践语言课程小白入门",
"tmallDescUrl": "//mdetail.tmall.com/templates/pages/desc?id=600455024654"
},
"props": {
"groupProps": [
{
"基本信息": [
{
"ISBN编号": "9787218136172"
},
{
"书名": "零基础Python从入门到精通"
},
{
"作者": "无"
},
{
"作者地区": "中国大陆"
},
{
"定价": "69.80元"
},
{
"正：副书名": "零基础Python从入门到精通"
},
{
"开本": "16开"
},
{
"是否是套装": "否"
},
{
"出版社名称": "广东人民出版社"
},
{
"页数": "424"
},
{
"出版时间": "2019-06"
}
]
}
]
},
"props2": [],
"propsCut": "ISBN编号 书名 作者 作者地区 定价 正：副书名 开本 是否是套装 出版社名称 页数 出版时间 ",
"rate": {
"goodRateInfo": {
"goodRateRatio3m": "0.951",
"goodRateRatioAll": "0.976",
"rateCnt3m": "41",
"rateCntAll": "286"
},
"invite": {
"inviteText": "",
"showInvite": "false"
},
"keywords": [
{
"attribute": "300011141-11",
"count": "167",
"type": "1",
"word": "课程内容丰富"
},
{
"attribute": "300021016-11",
"count": "78",
"type": "1",
"word": "纸张品质好"
},
{
"attribute": "300171000-11",
"count": "112",
"type": "1",
"word": "内包装很好"
},
{
"attribute": "300021017-11",
"count": "85",
"type": "1",
"word": "印刷质量最好"
},
{
"attribute": "300021029-11",
"count": "64",
"type": "1",
"word": "质量很好"
},
{
"attribute": "300041008-13",
"count": "5",
"type": "-1",
"word": "商家服务不好"
}
],
"rateList": [
{
"blackCardUserUrl": "//img.alicdn.com/tfs/TB1wrG1elv0gK0jSZKbXXbK2FXa-225-96.png",
"content": "这书不错，讲得很细，那些基本的操作都有例子。学到60页了，觉得还是可以的。",
"createTimeInterval": "5个月前",
"dateTime": "2023-12-20",
"feedId": "1226668468584",
"headPic": "//img.alicdn.com/imgextra/i4/O1CN01GbZNxl26Vzotrjqli_!!6000000007668-2-tps-160-160.png",
"images": [
"//gw.alicdn.com/bao/uploaded/i3/O1CN01XsEfTT1ojac1xPhRP_!!0-rate.jpg",
"//gw.alicdn.com/bao/uploaded/i4/O1CN01BYhCWz1ojac3HbTWx_!!0-rate.jpg"
],
"isVip": "true",
"media": [
{
"imageUrl": "//gw.alicdn.com/bao/uploaded/i3/O1CN01XsEfTT1ojac1xPhRP_!!0-rate.jpg",
"type": "image"
},
{
"imageUrl": "//gw.alicdn.com/bao/uploaded/i4/O1CN01BYhCWz1ojac3HbTWx_!!0-rate.jpg",
"type": "image"
}
],
"memberLevel": "8",
"tmallMemberLevel": "3",
"userName": "匿名买家"
}
],
"totalCount": "2000+",
"utFeedId": "1226668468584"
},
"seller": {
"allItemCount": "1275",
"atmophereMask": "true",
"atmosphereColor": "#ffffff",
"atmosphereImg": "https://img.alicdn.com/imgextra/i4/2671354990/O1CN011cgjX81mjSzDYOBGR_!!2671354990.jpg",
"atmosphereMaskColor": "#59000000",
"backgroundPic": "https://img.alicdn.com/imgextra/i3/O1CN01xTAR63288IdQsnpY9_!!6000000007887-0-tps-750-750.jpg",
"brandIcon": "//gw.alicdn.com/tfs/TB1lkPnjeH2gK0jSZFEXXcqMpXa-368-52.png?getAvatar=avatar",
"brandIconRatio": "7.3",
"creditLevel": "16",
"creditLevelIcon": "//gw.alicdn.com/imgextra/i1/O1CN01VD9Iap25oweneR31D_!!6000000007574-2-tps-120-60.png",
"dataTypeLabels": [
{
"labelCode": "threshold_repurchase_cnt_1y",
"outputName": "一年回头客2万",
"processedValue": "2万"
},
{
"labelCode": "threshold_pay_ord_itm_qty_1m",
"outputName": "月销超3万件宝贝",
"processedValue": "3万"
},
{
"labelCode": "threshold_good_byr_rmk_cnt_6m",
"outputName": "半年超8千好评",
"processedValue": "8千"
},
{
"labelCode": "threshold_shop_open_year_1",
"outputName": "8年老店",
"processedValue": "8"
},
{
"labelCode": "threshold_itm_clt_cnt_1y",
"outputName": "超10万人收藏",
"processedValue": "10万"
},
{
"labelCode": "threshold_vst_cnt_1w",
"outputName": "近一周7千人来逛",
"processedValue": "7千"
},
{
"labelCode": "good_itm_eva_rate_30d_ef",
"outputName": "店铺好评率98%",
"processedValue": "98%"
}
],
"entranceList": [
{
"action": [
{
"key": "open_url",
"params": {
"url": "//shop.m.taobao.com/shop/shop_index.htm?user_id=2671354990&item_id=600455024654¤tClickTime=-1"
}
},
{
"key": "user_track",
"params": {
"trackName": "Button-NewShopcard-ShopPage",
"trackParams": {
"spm": "a.2141.7631564.shoppage"
}
}
}
],
"backgroundColor": "#59000000",
"borderColor": "#59ffffff",
"text": "进店逛逛",
"textColor": "#ffffff"
},
{
"action": [
{
"key": "open_url",
"params": {
"url": "//shop.m.taobao.com/shop/shop_index.htm?user_id=2671354990&item_id=600455024654&shop_navi=allitems"
}
},
{
"key": "user_track",
"params": {
"trackName": "Button-NewShopcard-AllItem",
"trackParams": {
"spm": "a.2141.7631564.allitem"
}
}
}
],
"backgroundColor": "#59000000",
"borderColor": "#59ffffff",
"text": "全部宝贝",
"textColor": "#ffffff"
}
],
"evaluates": [
{
"level": "-1",
"levelBackgroundColor": "#EEEEEE",
"levelText": "低",
"levelTextColor": "#999999",
"score": "4.8 ",
"title": "宝贝描述",
"tmallLevelBackgroundColor": "#EEEEEE",
"tmallLevelTextColor": "#999999",
"type": "desc"
},
{
"level": "0",
"levelBackgroundColor": "#EEEEEE",
"levelText": "平",
"levelTextColor": "#999999",
"score": "4.8 ",
"title": "卖家服务",
"tmallLevelBackgroundColor": "#EEEEEE",
"tmallLevelTextColor": "#999999",
"type": "serv"
},
{
"level": "0",
"levelBackgroundColor": "#EEEEEE",
"levelText": "平",
"levelTextColor": "#999999",
"score": "4.8 ",
"title": "物流服务",
"tmallLevelBackgroundColor": "#EEEEEE",
"tmallLevelTextColor": "#999999",
"type": "post"
}
],
"evaluates2": [
{
"level": "-1",
"levelText": "低",
"levelTextColor": "#f0f0f0",
"score": "4.8 ",
"scoreTextColor": "#ffffff",
"title": "宝贝描述",
"titleColor": "#ffffff",
"type": "desc"
},
{
"level": "0",
"levelText": "平",
"levelTextColor": "#f0f0f0",
"score": "4.8 ",
"scoreTextColor": "#ffffff",
"title": "卖家服务",
"titleColor": "#ffffff",
"type": "serv"
},
{
"level": "0",
"levelText": "平",
"levelTextColor": "#f0f0f0",
"score": "4.8 ",
"scoreTextColor": "#ffffff",
"title": "物流服务",
"titleColor": "#ffffff",
"type": "post"
}
],
"fans": "23.0万",
"fbt2User": "广东人民出版社旗舰店",
"goodDynamicLabels": [
{
"labelCode": "threshold_repurchase_cnt_1y",
"outputName": "一年回头客2万",
"processedValue": "2万"
},
{
"labelCode": "threshold_pay_ord_itm_qty_1m",
"outputName": "月销超3万件宝贝",
"processedValue": "3万"
},
{
"labelCode": "threshold_ww_good_cst_eva_rate_30d",
"outputName": "客服满意度95%",
"processedValue": "95%"
}
],
"goodRatePercentage": "100.00%",
"newItemCount": "55",
"overallScore": "5.0",
"pcShopUrl": "//shop141763703.taobao.com",
"rankLevelPic": "//gw.alicdn.com/tfs/TB10pRjdkH0gK0jSZPiXXavapXa-339-58.png",
"sellerNick": "广东人民出版社旗舰店",
"sellerType": "B",
"serviceTypeLabels": [
{
"labelCode": "threshold_ww_good_cst_eva_rate_30d",
"outputName": "客服满意度95%",
"processedValue": "95%"
},
{
"labelCode": "threshold_avg_got_time_hh_30d",
"outputName": "平均12小时发货",
"processedValue": "12"
},
{
"labelCode": "threshold_ww_reply_manual_avg_time_len_30d",
"outputName": "客服平均24秒回复",
"processedValue": "24"
},
{
"labelCode": "service_score",
"outputName": "服务体验优秀",
"processedValue": "4.8"
},
{
"labelCode": "logistics_score",
"outputName": "物流体验良好",
"processedValue": "4.4"
},
{
"labelCode": "goods_score",
"outputName": "商品体验良好",
"processedValue": "4.6"
}
],
"shopCard": "掌柜近期上新55件宝贝，速览",
"shopIcon": "//img.alicdn.com/imgextra//ad/0e/TB1yTn3LXXXXXX3XVXXSutbFXXX.jpg",
"shopId": "141763703",
"shopName": "广东人民出版社旗舰店",
"shopTextColor": "#ffffff",
"shopType": "B",
"shopUrl": "tmall://page.tm/shop?item_id=600455024654&shopId=141763703",
"shopVersion": "0",
"showShopLinkIcon": "false",
"simpleShopDOStatus": "1",
"startsIcon": "https://img.alicdn.com/imgextra/i4/O1CN018GrFIW1Zx7vwjt3Jg_!!6000000003260-2-tps-91-14.png",
"stylizedTypeLabels": [],
"taoShopUrl": "//shop.m.taobao.com/shop/shop_index.htm?user_id=2671354990&item_id=600455024654",
"useFallbackImage": "true",
"userId": "2671354990"
},
"skuBase": [],
"app_ver": "4.0.3-7.0",
"_ddf": "clo",
"app_ver_check": "ok",
"format_check": "ok"
},
"error": "",
"secache": "9c7716decfb39315ac533e9dac4824b0",
"secache_time": 1717570225,
"secache_date": "2024-06-05 14:50:25",
"reason": "",
"error_code": "0000",
"cache": 0, 4. 系统实现
编写代码：按照系统设计编写代码。确保你的代码是可读、可维护和可扩展的。
测试：编写单元测试来验证你的代码的正确性。此外，你还可以进行集成测试和系统测试来确保整个系统的正常运行。
部署：将你的系统部署到一个安全、可靠的环境中。考虑使用容器化技术（如Docker）来简化部署过程。
5. 监控与优化
监控：设置监控机制来监控你的系统的性能和健康状况。你可以使用日志分析、性能指标监控和警报通知等工具来实现这一点。
优化：根据监控结果对系统进行优化。这可能包括优化数据库查询、减少网络延迟、增加系统并发能力等。
6. 安全性考虑
API认证：确保你的系统能够处理API的认证和授权机制（如OAuth、API密钥等）。
数据传输安全：使用HTTPS来加密你的数据传输，以防止数据在传输过程中被窃取或篡改。
输入验证：对用户输入进行严格的验证和过滤，以防止SQL注入等安全bug。
7. 文档与维护
编写文档：为你的系统编写清晰的文档，包括用户手册、开发者指南和API文档等。这将有助于其他人理解和使用你的系统。
持续维护：定期检查和更新你的系统以确保其正常运行。考虑使用自动化工具来简化维护过程。
![【代码随想录】【算法训练营】【第31天】 [455]分发饼干 [376]摆动序列 [53]最大子序和](https://img-blog.csdnimg.cn/direct/fb765756f0044d6b802d932bf356c4f7.png)
