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F6--/张阳脚本/竞品系统数据导出/接口抓取数据_财神驾到.ipynb
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panda f1831c31b4 脚本
2026-01-30 11:28:35 +08:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'code': 200,\n",
" 'data': {'f6User': True,\n",
" 'groupList': [{'groupId': '10546172455231713943',\n",
" 'groupName': '上海舒米汽车维修服务有限公司'}],\n",
" 'passportId': '10546172455231713926'},\n",
" 'message': 'SUCCESS'}"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"import time\n",
"import requests\n",
"import json\n",
"\n",
"url = 'http://manage.f6yc.com/hive-admin/yida/account/query?cellPhone=15821886733'\n",
"\n",
"headers = {\n",
" \"token\":\"af88h9KvLQrdvVhFhS8zD1yWx9cu\"\n",
"}\n",
"\n",
"res = requests.post(url,headers=headers)\n",
"res.json()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"ename": "JSONDecodeError",
"evalue": "Expecting value: line 1 column 1 (char 0)",
"output_type": "error",
"traceback": [
"\u001B[1;31m---------------------------------------------------------------------------\u001B[0m",
"\u001B[1;31mJSONDecodeError\u001B[0m Traceback (most recent call last)",
"File \u001B[1;32md:\\ProgramTools\\Anaconda\\Lib\\site-packages\\requests\\models.py:974\u001B[0m, in \u001B[0;36mResponse.json\u001B[1;34m(self, **kwargs)\u001B[0m\n\u001B[0;32m 973\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[1;32m--> 974\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m complexjson\u001B[38;5;241m.\u001B[39mloads(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mtext, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs)\n\u001B[0;32m 975\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m JSONDecodeError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[0;32m 976\u001B[0m \u001B[38;5;66;03m# Catch JSON-related errors and raise as requests.JSONDecodeError\u001B[39;00m\n\u001B[0;32m 977\u001B[0m \u001B[38;5;66;03m# This aliases json.JSONDecodeError and simplejson.JSONDecodeError\u001B[39;00m\n",
"File \u001B[1;32md:\\ProgramTools\\Anaconda\\Lib\\json\\__init__.py:346\u001B[0m, in \u001B[0;36mloads\u001B[1;34m(s, cls, object_hook, parse_float, parse_int, parse_constant, object_pairs_hook, **kw)\u001B[0m\n\u001B[0;32m 343\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m (\u001B[38;5;28mcls\u001B[39m \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;129;01mand\u001B[39;00m object_hook \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;129;01mand\u001B[39;00m\n\u001B[0;32m 344\u001B[0m parse_int \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;129;01mand\u001B[39;00m parse_float \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;129;01mand\u001B[39;00m\n\u001B[0;32m 345\u001B[0m parse_constant \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;129;01mand\u001B[39;00m object_pairs_hook \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;129;01mand\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m kw):\n\u001B[1;32m--> 346\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m _default_decoder\u001B[38;5;241m.\u001B[39mdecode(s)\n\u001B[0;32m 347\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mcls\u001B[39m \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n",
"File \u001B[1;32md:\\ProgramTools\\Anaconda\\Lib\\json\\decoder.py:337\u001B[0m, in \u001B[0;36mJSONDecoder.decode\u001B[1;34m(self, s, _w)\u001B[0m\n\u001B[0;32m 333\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"Return the Python representation of ``s`` (a ``str`` instance\u001B[39;00m\n\u001B[0;32m 334\u001B[0m \u001B[38;5;124;03mcontaining a JSON document).\u001B[39;00m\n\u001B[0;32m 335\u001B[0m \n\u001B[0;32m 336\u001B[0m \u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m--> 337\u001B[0m obj, end \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mraw_decode(s, idx\u001B[38;5;241m=\u001B[39m_w(s, \u001B[38;5;241m0\u001B[39m)\u001B[38;5;241m.\u001B[39mend())\n\u001B[0;32m 338\u001B[0m end \u001B[38;5;241m=\u001B[39m _w(s, end)\u001B[38;5;241m.\u001B[39mend()\n",
"File \u001B[1;32md:\\ProgramTools\\Anaconda\\Lib\\json\\decoder.py:355\u001B[0m, in \u001B[0;36mJSONDecoder.raw_decode\u001B[1;34m(self, s, idx)\u001B[0m\n\u001B[0;32m 354\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mStopIteration\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m err:\n\u001B[1;32m--> 355\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m JSONDecodeError(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mExpecting value\u001B[39m\u001B[38;5;124m\"\u001B[39m, s, err\u001B[38;5;241m.\u001B[39mvalue) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[0;32m 356\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m obj, end\n",
"\u001B[1;31mJSONDecodeError\u001B[0m: Expecting value: line 1 column 1 (char 0)",
"\nDuring handling of the above exception, another exception occurred:\n",
"\u001B[1;31mJSONDecodeError\u001B[0m Traceback (most recent call last)",
"Cell \u001B[1;32mIn[4], line 22\u001B[0m\n\u001B[0;32m 17\u001B[0m \u001B[38;5;66;03m# data={\u001B[39;00m\n\u001B[0;32m 18\u001B[0m \u001B[38;5;66;03m# 'page': 1,\u001B[39;00m\n\u001B[0;32m 19\u001B[0m \u001B[38;5;66;03m# 'rows': 65\u001B[39;00m\n\u001B[0;32m 20\u001B[0m \u001B[38;5;66;03m# }\u001B[39;00m\n\u001B[0;32m 21\u001B[0m response\u001B[38;5;241m=\u001B[39mrequests\u001B[38;5;241m.\u001B[39mpost(url\u001B[38;5;241m=\u001B[39mapi,headers\u001B[38;5;241m=\u001B[39mheaders)\n\u001B[1;32m---> 22\u001B[0m res\u001B[38;5;241m=\u001B[39mresponse\u001B[38;5;241m.\u001B[39mjson()\n\u001B[0;32m 24\u001B[0m le\u001B[38;5;241m=\u001B[39m\u001B[38;5;28mlen\u001B[39m(res[\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mrows\u001B[39m\u001B[38;5;124m'\u001B[39m])\n\u001B[0;32m 26\u001B[0m \u001B[38;5;28;01mfor\u001B[39;00m i \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mrange\u001B[39m(\u001B[38;5;241m0\u001B[39m,le):\n",
"File \u001B[1;32md:\\ProgramTools\\Anaconda\\Lib\\site-packages\\requests\\models.py:978\u001B[0m, in \u001B[0;36mResponse.json\u001B[1;34m(self, **kwargs)\u001B[0m\n\u001B[0;32m 974\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m complexjson\u001B[38;5;241m.\u001B[39mloads(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mtext, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs)\n\u001B[0;32m 975\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m JSONDecodeError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[0;32m 976\u001B[0m \u001B[38;5;66;03m# Catch JSON-related errors and raise as requests.JSONDecodeError\u001B[39;00m\n\u001B[0;32m 977\u001B[0m \u001B[38;5;66;03m# This aliases json.JSONDecodeError and simplejson.JSONDecodeError\u001B[39;00m\n\u001B[1;32m--> 978\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m RequestsJSONDecodeError(e\u001B[38;5;241m.\u001B[39mmsg, e\u001B[38;5;241m.\u001B[39mdoc, e\u001B[38;5;241m.\u001B[39mpos)\n",
"\u001B[1;31mJSONDecodeError\u001B[0m: Expecting value: line 1 column 1 (char 0)"
]
}
],
"source": [
"import requests\n",
"import json\n",
"import xlrd\n",
"import xlwt\n",
"import pandas as pd\n",
"from pprint import pprint\n",
"import time, datetime\n",
"headers = {\n",
"\n",
" 'cookie':'JSESSIONID=135F52D17CD21E30FF2A35991E8DB8D7; username=18363585788; COOKIE_NAME=true',\n",
" 'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/95.0.4638.54 Safari/537.36 Edg/95.0.1020.40',\n",
" \"Content-Type\":\"application/json\"\n",
" }\n",
"api='http://scrm2.9daye.com.cn/service/searchAutoWorkList.json?page=1&rows=65'\n",
"XM=[]\n",
"\n",
"# data={\n",
"# 'page': 1,\n",
"# 'rows': 65\n",
"# }\n",
"response=requests.post(url=api,headers=headers)\n",
"res=response.json()\n",
"\n",
"le=len(res['rows'])\n",
"\n",
"for i in range(0,le):\n",
" XM1={}\n",
" nameCn=res['rows'][i]['nameCn']\n",
" category_name=res['rows'][i]['category_name']\n",
" work_hours=res['rows'][i]['work_hours']\n",
" price=res['rows'][i]['price']\n",
" minSellPrice=res['rows'][i]['minSellPrice']\n",
" remark=res['rows'][i]['remark']\n",
" XM1['项目名称']=nameCn\n",
" XM1['分类']=category_name\n",
" XM1['工时']=work_hours\n",
" XM1['工时费']=price\n",
" XM1['最低销售价']=minSellPrice\n",
" XM1['备注']=remark\n",
" XM.append(XM1)\n",
"df=pd.DataFrame(XM)\n",
"df.to_excel(r'C:\\Users\\杨国栋\\Desktop\\项目信息导出.xlsx',index=False)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# 卡详情页的字段\n",
"\n",
"1. item_name: \"现金\" -- 项目/商品\n",
"2. typeCn: \"现金\" -- 类型\n",
"3. init_amount: 3 -- 总次/件数\n",
"4. useAmount: 180 -- 消费次/件数 \n",
"5. amount: 4820 -- 剩余次/件数 \n",
"6. expireTime: \"2022-11-10\" -- 有效期 空字符串表示不限\n",
"7. is_present: 0 -- 是否赠送 ?\n",
"8. limitedCarNo: \"\" -- 指定车辆 空字符串为不限"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# 账号 密码，网址\n",
"+ 18905205600\n",
"+ Ff6123456\n",
"+ http://scrm2.9daye.com.cn/login.html#"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# 获取卡列表接口 http://scrm2.9daye.com.cn/erpmembercard/doList.json post请求 ，请求体：page=1&rows=10\n",
"# cookie ：JSESSIONID=E54288CC31C66137FF30AFBD22BFDC67; username=15123408759; COOKIE_NAME=true\n"
]
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2024-12-11T05:37:17.307035Z",
"start_time": "2024-12-11T05:37:16.714177Z"
}
},
"source": [
"# 尝试请求卡列表\n",
"\n",
"\n",
"import requests\n",
"import json\n",
"\n",
"api = \"http://scrm2.9daye.com.cn/erpmembercard/doList.json\"\n",
"\n",
"headers = {\n",
" 'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/95.0.4638.54 Safari/537.36 Edg/95.0.1020.40',\n",
" \"Content-Type\":\"application/json\"\n",
"}\n",
"\n",
"data = {\n",
" \"page\":2,\n",
" \"rows\":10\n",
" }\n",
"\n",
"cookies_str = \"COOKIE_NAME=true; JSESSIONID=9CF22EDDBD7A982F3B566E7452828B9B; username=13776585880\"\n",
"cookies = {item.split('=')[0]:item.split('=')[1] for item in cookies_str.split('; ')}\n",
"\n",
"requests.get('http://scrm2.9daye.com.cn/common/queryCurrentStore.json',headers = headers,cookies=cookies)\n",
"\n",
"res = requests.post(api,headers = headers,cookies=cookies,params=data)\n",
"res.json()['rows'][0]['cardName'],res.json()['rows'][0]['name'],res.json()['rows'][0]['card_no']"
],
"outputs": [
{
"data": {
"text/plain": [
"('洗车卡', '宝马', '10047750241115AAA6')"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 1
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"result_df = pd.DataFrame(columns=['会员名称','手机号码' ,'可用车辆' ,'卡名称' ,'卡号' ,'办卡时间' ,'销售价格' ,'状态' ,'备注' ,'所属门店' ,'项目/商品','类型','总次/件数','消费次/件数','剩余次/件数','有效期','是否赠送','指定车辆'])"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>会员名称</th>\n",
" <th>手机号码</th>\n",
" <th>可用车辆</th>\n",
" <th>卡名称</th>\n",
" <th>卡号</th>\n",
" <th>办卡时间</th>\n",
" <th>销售价格</th>\n",
" <th>状态</th>\n",
" <th>备注</th>\n",
" <th>所属门店</th>\n",
" <th>项目/商品</th>\n",
" <th>类型</th>\n",
" <th>总次/件数</th>\n",
" <th>消费次/件数</th>\n",
" <th>剩余次/件数</th>\n",
" <th>有效期</th>\n",
" <th>是否赠送</th>\n",
" <th>指定车辆</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
"Empty DataFrame\n",
"Columns: [会员名称, 手机号码, 可用车辆, 卡名称, 卡号, 办卡时间, 销售价格, 状态, 备注, 所属门店, 项目/商品, 类型, 总次/件数, 消费次/件数, 剩余次/件数, 有效期, 是否赠送, 指定车辆]\n",
"Index: []"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"result_df"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## 完整代码"
]
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-26T09:45:50.394360Z",
"start_time": "2025-09-26T09:44:32.272082Z"
}
},
"source": [
"import pandas as pd\n",
"import requests\n",
"import json\n",
"\n",
"\n",
"api = \"https://scrm2.9daye.com.cn/erpmembercard/doList.json\" # 卡列表api\n",
"\n",
"headers = {\n",
" 'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/95.0.4638.54 Safari/537.36 Edg/95.0.1020.40',\n",
" \"Content-Type\":\"application/json\"\n",
"}\n",
"\n",
"# data = {\n",
"# \"page\":178,\n",
"# \"rows\":10\n",
"# }\n",
"\n",
"cookies_str = \"JSESSIONID=F82B11473CBE480037C6C3FAA7BD0B01; username=15825434761; COOKIE_NAME=true\"\n",
"cookies = {item.split('=')[0]:item.split('=')[1] for item in cookies_str.split('; ')}\n",
"result_df = pd.DataFrame(columns=['会员名称','手机号码' ,'可用车辆' ,'卡名称' ,'卡号' ,'办卡时间' ,'销售价格' ,'状态' ,'备注' ,'所属门店' ,'项目/商品','类型','总次/件数','消费次/件数','剩余次/件数','有效期','是否赠送','指定车辆'])\n",
"\n",
"PAGES =113 # 卡总页数\n",
"\n",
"for page in range(1,PAGES+1): \n",
" try:\n",
" data = {\n",
" \"page\":page,\n",
" \"rows\":10\n",
" }\n",
" \n",
" res = requests.post(api,headers = headers,cookies=cookies,params=data)\n",
" card_list = res.json()['rows']\n",
" for row in card_list:\n",
" card_info = {\n",
" '会员名称':[row['name']],\n",
" '手机号码':[row['mobile']],\n",
" '可用车辆':[row['memberCardCarNo']],\n",
" '卡名称':[row['cardName']],\n",
" '卡号':[row['card_no']],\n",
" '办卡时间':[row['create_timeCn']],\n",
" '销售价格':[row['price']],\n",
" '状态':[row['statusCn']],\n",
" '备注':[row['remark']],\n",
" '所属门店':[row['storeName']]\n",
" }\n",
"\n",
"\n",
" memberCardId = row['member_card_id']\n",
" memberId = row['member_id']\n",
"\n",
" detail_api = f'http://scrm2.9daye.com.cn/erpmembercard/doCardAllInfo.json?memberCardId={memberCardId}&memberId={memberId}' # 卡详情 API\n",
" detail = requests.post(detail_api,headers = headers,cookies=cookies)\n",
" # detail,detail.json()\n",
" details_lst = detail.json()\n",
" if len(details_lst)==0:\n",
" details_lst = [{\"item_name\":'',\"typeCn\":\"\",\"init_amount\":0,\"useAmount\":0,\"amount\":0,\"expireTime\":\"\",\"is_present\":'',\"limitedCarNo\":''}]\n",
"\n",
" detail_info = {\n",
" '项目/商品':[item['item_name'] for item in details_lst],\n",
" '类型':[item['typeCn'] for item in details_lst],\n",
" '总次/件数':[item['init_amount'] for item in details_lst],\n",
" '消费次/件数':[item['useAmount'] for item in details_lst], \n",
" '剩余次/件数':[item['amount'] for item in details_lst],\n",
" '有效期':[item['expireTime'] for item in details_lst],\n",
" '是否赠送':[item['is_present'] for item in details_lst],\n",
" '指定车辆':[item['limitedCarNo'] for item in details_lst]\n",
" }\n",
"\n",
" t_df1 = pd.concat([pd.DataFrame(card_info) for i in range(len(details_lst))]) # 上下拼接\n",
" t_df1.reset_index(drop=True,inplace=True)\n",
" t_df2 = pd.DataFrame(detail_info)\n",
"\n",
" # 将两个 df 进行横向拼接(需要确保 index 是一样的)\n",
"\n",
" df_ = pd.concat([t_df1,t_df2],axis=1)\n",
"\n",
"\n",
" result_df = result_df._append(df_,ignore_index=True)\n",
"\n",
" except:\n",
" print('程序出错！')\n",
" break\n",
"\n",
"result_df\n",
"result_df.to_excel(\"D:/会员卡信息导出.xlsx\")"
],
"outputs": [],
"execution_count": 1
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"553"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 确认卡数量\n",
"(~result_df.duplicated(subset=[ '会员名称',\n",
" '手机号码',\n",
" '可用车辆',\n",
" '卡名称',\n",
" '卡号',\n",
" '办卡时间',\n",
" '销售价格',\n",
" '状态',\n",
" '备注',\n",
" '所属门店'])).sum()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>会员名称</th>\n",
" <th>手机号码</th>\n",
" <th>可用车辆</th>\n",
" <th>卡名称</th>\n",
" <th>卡号</th>\n",
" <th>办卡时间</th>\n",
" <th>销售价格</th>\n",
" <th>状态</th>\n",
" <th>备注</th>\n",
" <th>所属门店</th>\n",
" <th>项目/商品</th>\n",
" <th>类型</th>\n",
" <th>总次/件数</th>\n",
" <th>消费次/件数</th>\n",
" <th>剩余次/件数</th>\n",
" <th>有效期</th>\n",
" <th>是否赠送</th>\n",
" <th>指定车辆</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>842</th>\n",
" <td>徐德华11587</td>\n",
" <td>13561215988</td>\n",
" <td>鲁P280U8</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11587</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>843</th>\n",
" <td>牛顺雨11338</td>\n",
" <td>15165816999</td>\n",
" <td>鲁P0A950</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11338</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>844</th>\n",
" <td>孙春超11161</td>\n",
" <td>15265526788</td>\n",
" <td>鲁P678PF</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11161</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>6</td>\n",
" <td>14</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>845</th>\n",
" <td>赵鹏飞11588</td>\n",
" <td>18606352769</td>\n",
" <td>鲁P653H5</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11588</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>846</th>\n",
" <td>李英超11589</td>\n",
" <td>18563505111</td>\n",
" <td>鲁P960WN</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11589</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>19</td>\n",
" <td>1</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>847</th>\n",
" <td>李云虎11590</td>\n",
" <td>13563597517</td>\n",
" <td>鲁P30J35</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11590</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>848</th>\n",
" <td>于卫杰11591</td>\n",
" <td>13969545168</td>\n",
" <td>鲁AG6E39</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11591</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>15</td>\n",
" <td>5</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>849</th>\n",
" <td>王玉海11089</td>\n",
" <td>13969555878</td>\n",
" <td>鲁P363X7</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11089</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>洗车</td>\n",
" <td>项目</td>\n",
" <td>40</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>850</th>\n",
" <td>邢星11592</td>\n",
" <td>13793061032</td>\n",
" <td>鲁P329U9</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11592</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>洗车</td>\n",
" <td>项目</td>\n",
" <td>6</td>\n",
" <td>5</td>\n",
" <td>1</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>851</th>\n",
" <td>王金铸11555</td>\n",
" <td>13906355198</td>\n",
" <td>鲁P30198</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11555</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 会员名称 手机号码 可用车辆 卡名称 卡号 办卡时间 销售价格 状态 备注 \\\n",
"842 徐德华11587 13561215988 鲁P280U8 洗车会员卡 11587 2019-09-01 300 正常 \n",
"843 牛顺雨11338 15165816999 鲁P0A950 洗车会员卡 11338 2019-09-01 300 正常 \n",
"844 孙春超11161 15265526788 鲁P678PF 洗车会员卡 11161 2019-09-01 300 正常 \n",
"845 赵鹏飞11588 18606352769 鲁P653H5 洗车会员卡 11588 2019-09-01 300 正常 \n",
"846 李英超11589 18563505111 鲁P960WN 洗车会员卡 11589 2019-09-01 300 正常 \n",
"847 李云虎11590 13563597517 鲁P30J35 洗车会员卡 11590 2019-09-01 300 正常 \n",
"848 于卫杰11591 13969545168 鲁AG6E39 洗车会员卡 11591 2019-09-01 300 正常 \n",
"849 王玉海11089 13969555878 鲁P363X7 洗车会员卡 11089 2019-09-01 300 正常 \n",
"850 邢星11592 13793061032 鲁P329U9 洗车会员卡 11592 2019-09-01 300 正常 \n",
"851 王金铸11555 13906355198 鲁P30198 洗车会员卡 11555 2019-09-01 300 正常 \n",
"\n",
" 所属门店 项目/商品 类型 总次/件数 消费次/件数 剩余次/件数 有效期 是否赠送 指定车辆 \n",
"842 科尔特汽车生活会馆 普通洗车 项目 20 20 0 0 \n",
"843 科尔特汽车生活会馆 普通洗车 项目 20 0 20 0 \n",
"844 科尔特汽车生活会馆 普通洗车 项目 20 6 14 0 \n",
"845 科尔特汽车生活会馆 普通洗车 项目 20 20 0 0 \n",
"846 科尔特汽车生活会馆 普通洗车 项目 20 19 1 0 \n",
"847 科尔特汽车生活会馆 普通洗车 项目 20 20 0 0 \n",
"848 科尔特汽车生活会馆 普通洗车 项目 20 15 5 0 \n",
"849 科尔特汽车生活会馆 洗车 项目 40 40 0 0 \n",
"850 科尔特汽车生活会馆 洗车 项目 6 5 1 0 \n",
"851 科尔特汽车生活会馆 普通洗车 项目 20 20 0 0 "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"result_df.tail(10)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array(['不限', '2025-11-28', '2025-01-16', '2025-01-11', '2022-07-22',\n",
" '2025-01-02', '2024-12-26', '2024-01-25', '2022-05-31',\n",
" '2024-10-20', '2023-09-05', '2022-04-18', '2024-07-25',\n",
" '2022-01-11', '2038-04-05', '2021-10-30', '2023-12-05',\n",
" '2021-06-18', '2021-06-13', '2037-11-03', '2023-01-21',\n",
" '2023-11-11', '2023-11-10', '2021-05-24', '2029-08-10',\n",
" '2040-07-22', '2037-10-26', '2027-02-20', '2037-10-22',\n",
" '2024-02-13', '2037-10-21', '2026-04-22', '2021-05-17',\n",
" '2037-10-20', '2035-01-24', '2025-03-16', '2021-05-16',\n",
" '2022-09-25', '2021-05-13', '2023-10-30', '2023-10-29',\n",
" '2021-05-09', '2021-05-02', '2026-04-05', '2037-09-28',\n",
" '2034-12-30', '2021-04-22', '2021-04-21', '2023-10-07',\n",
" '2037-09-22', '2021-04-16', '2037-09-17', '2021-04-04',\n",
" '2021-04-03', '2043-02-23', '2025-11-23', '2037-09-01',\n",
" '2045-11-16', '2037-08-28', '2021-03-23', '2040-05-21',\n",
" '2037-08-24', '2037-08-20', '2023-08-31', '2043-02-05',\n",
" '2037-08-14', '2043-02-03', '2021-03-10', '2021-03-04',\n",
" '2026-02-06', '2043-01-24', '2037-08-03', '2021-02-22',\n",
" '2042-12-18', '2021-01-21', '2022-06-04', '2021-01-18',\n",
" '2022-06-01', '2023-07-06', '2034-09-26', '2025-12-18',\n",
" '2034-09-21', '2021-01-11', '2042-12-05', '2023-06-28',\n",
" '2042-12-04', '2037-06-08', '2045-08-25', '2026-06-25',\n",
" '2020-12-31', '2023-06-19', '2026-06-20', '2042-11-21',\n",
" '2023-06-12', '2045-08-11', '2020-12-20', '2026-06-11',\n",
" '2037-05-22', '2020-12-12', '2037-05-12', '2020-12-07',\n",
" '2023-05-19', '2020-11-30', '2025-01-05', '2020-11-27',\n",
" '2020-11-23', '2020-11-20', '2020-11-19', '2037-04-21',\n",
" '2020-11-16', '2034-07-23', '2020-11-13', '2045-07-05',\n",
" '2023-04-30', '2020-11-11', '2020-11-10', '2045-07-01',\n",
" '2020-11-09', '2045-06-30', '2020-11-08', '2025-10-11',\n",
" '2020-11-06', '2045-06-28', '2037-04-03', '2020-10-29',\n",
" '2020-10-24', '2045-06-14', '2020-10-23', '2020-10-22',\n",
" '2020-10-19', '2028-06-15', '2020-10-16', '2023-04-03',\n",
" '2020-10-15', '2034-06-22', '2020-10-13', '2037-03-18',\n",
" '2020-10-12', '2042-09-07', '2020-10-10', '2021-08-04',\n",
" '2020-10-08', '2023-03-26', '2020-10-07', '2034-06-08',\n",
" '2020-09-29', '2020-09-28', '2023-03-16', '2020-09-27',\n",
" '2020-09-26', '2034-06-04', '2020-09-25', '2034-06-01',\n",
" '2020-09-22', '2024-07-21', '2020-09-20', '2020-09-17',\n",
" '2020-09-16', '2034-05-25', '2020-09-15', '2034-05-20',\n",
" '2020-09-10'], dtype=object)"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 设置有效期\n",
"result_df.loc[result_df['有效期']=='','有效期'] = '不限'\n",
"result_df['有效期'].unique()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array(['不限'], dtype=object)"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 设置指定车辆\n",
"result_df['指定车辆'] = '不限'\n",
"result_df['指定车辆'].unique()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# 设置是否赠送\n",
"result_df['是否赠送'] = result_df['是否赠送'].map({0:'否',1:'是'})"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>会员名称</th>\n",
" <th>手机号码</th>\n",
" <th>可用车辆</th>\n",
" <th>卡名称</th>\n",
" <th>卡号</th>\n",
" <th>办卡时间</th>\n",
" <th>销售价格</th>\n",
" <th>状态</th>\n",
" <th>备注</th>\n",
" <th>所属门店</th>\n",
" <th>项目/商品</th>\n",
" <th>类型</th>\n",
" <th>总次/件数</th>\n",
" <th>消费次/件数</th>\n",
" <th>剩余次/件数</th>\n",
" <th>有效期</th>\n",
" <th>是否赠送</th>\n",
" <th>指定车辆</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>842</th>\n",
" <td>徐德华11587</td>\n",
" <td>13561215988</td>\n",
" <td>鲁P280U8</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11587</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>843</th>\n",
" <td>牛顺雨11338</td>\n",
" <td>15165816999</td>\n",
" <td>鲁P0A950</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11338</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>844</th>\n",
" <td>孙春超11161</td>\n",
" <td>15265526788</td>\n",
" <td>鲁P678PF</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11161</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>6</td>\n",
" <td>14</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>845</th>\n",
" <td>赵鹏飞11588</td>\n",
" <td>18606352769</td>\n",
" <td>鲁P653H5</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11588</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>846</th>\n",
" <td>李英超11589</td>\n",
" <td>18563505111</td>\n",
" <td>鲁P960WN</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11589</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>19</td>\n",
" <td>1</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>847</th>\n",
" <td>李云虎11590</td>\n",
" <td>13563597517</td>\n",
" <td>鲁P30J35</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11590</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>848</th>\n",
" <td>于卫杰11591</td>\n",
" <td>13969545168</td>\n",
" <td>鲁AG6E39</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11591</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>15</td>\n",
" <td>5</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>849</th>\n",
" <td>王玉海11089</td>\n",
" <td>13969555878</td>\n",
" <td>鲁P363X7</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11089</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>洗车</td>\n",
" <td>项目</td>\n",
" <td>40</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>850</th>\n",
" <td>邢星11592</td>\n",
" <td>13793061032</td>\n",
" <td>鲁P329U9</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11592</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>洗车</td>\n",
" <td>项目</td>\n",
" <td>6</td>\n",
" <td>5</td>\n",
" <td>1</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>851</th>\n",
" <td>王金铸11555</td>\n",
" <td>13906355198</td>\n",
" <td>鲁P30198</td>\n",
" <td>洗车会员卡</td>\n",
" <td>11555</td>\n",
" <td>2019-09-01</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 会员名称 手机号码 可用车辆 卡名称 卡号 办卡时间 销售价格 状态 备注 \\\n",
"842 徐德华11587 13561215988 鲁P280U8 洗车会员卡 11587 2019-09-01 300 正常 \n",
"843 牛顺雨11338 15165816999 鲁P0A950 洗车会员卡 11338 2019-09-01 300 正常 \n",
"844 孙春超11161 15265526788 鲁P678PF 洗车会员卡 11161 2019-09-01 300 正常 \n",
"845 赵鹏飞11588 18606352769 鲁P653H5 洗车会员卡 11588 2019-09-01 300 正常 \n",
"846 李英超11589 18563505111 鲁P960WN 洗车会员卡 11589 2019-09-01 300 正常 \n",
"847 李云虎11590 13563597517 鲁P30J35 洗车会员卡 11590 2019-09-01 300 正常 \n",
"848 于卫杰11591 13969545168 鲁AG6E39 洗车会员卡 11591 2019-09-01 300 正常 \n",
"849 王玉海11089 13969555878 鲁P363X7 洗车会员卡 11089 2019-09-01 300 正常 \n",
"850 邢星11592 13793061032 鲁P329U9 洗车会员卡 11592 2019-09-01 300 正常 \n",
"851 王金铸11555 13906355198 鲁P30198 洗车会员卡 11555 2019-09-01 300 正常 \n",
"\n",
" 所属门店 项目/商品 类型 总次/件数 消费次/件数 剩余次/件数 有效期 是否赠送 指定车辆 \n",
"842 科尔特汽车生活会馆 普通洗车 项目 20 20 0 不限 否 不限 \n",
"843 科尔特汽车生活会馆 普通洗车 项目 20 0 20 不限 否 不限 \n",
"844 科尔特汽车生活会馆 普通洗车 项目 20 6 14 不限 否 不限 \n",
"845 科尔特汽车生活会馆 普通洗车 项目 20 20 0 不限 否 不限 \n",
"846 科尔特汽车生活会馆 普通洗车 项目 20 19 1 不限 否 不限 \n",
"847 科尔特汽车生活会馆 普通洗车 项目 20 20 0 不限 否 不限 \n",
"848 科尔特汽车生活会馆 普通洗车 项目 20 15 5 不限 否 不限 \n",
"849 科尔特汽车生活会馆 洗车 项目 40 40 0 不限 否 不限 \n",
"850 科尔特汽车生活会馆 洗车 项目 6 5 1 不限 否 不限 \n",
"851 科尔特汽车生活会馆 普通洗车 项目 20 20 0 不限 否 不限 "
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"result_df.tail(10)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
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" vertical-align: middle;\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>会员名称</th>\n",
" <th>手机号码</th>\n",
" <th>可用车辆</th>\n",
" <th>卡名称</th>\n",
" <th>卡号</th>\n",
" <th>办卡时间</th>\n",
" <th>销售价格</th>\n",
" <th>状态</th>\n",
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" <th>所属门店</th>\n",
" <th>项目/商品</th>\n",
" <th>类型</th>\n",
" <th>总次/件数</th>\n",
" <th>消费次/件数</th>\n",
" <th>剩余次/件数</th>\n",
" <th>有效期</th>\n",
" <th>是否赠送</th>\n",
" <th>指定车辆</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>王延飞10817</td>\n",
" <td>13863549333</td>\n",
" <td>鲁P83U76</td>\n",
" <td>300元15次</td>\n",
" <td>10007845240131AAA7</td>\n",
" <td>2024-01-31</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>15</td>\n",
" <td>2</td>\n",
" <td>13</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>张洪超10665</td>\n",
" <td>18506358121</td>\n",
" <td>鲁PKA277</td>\n",
" <td>300元15次</td>\n",
" <td>10007845240127AAA6</td>\n",
" <td>2024-01-27</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>14</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>吕先生</td>\n",
" <td>15306356911</td>\n",
" <td>鲁P7DB58</td>\n",
" <td>200元洗车卡</td>\n",
" <td>10007845240122AAA5</td>\n",
" <td>2024-01-22</td>\n",
" <td>200</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>洗车</td>\n",
" <td>项目</td>\n",
" <td>10</td>\n",
" <td>1</td>\n",
" <td>9</td>\n",
" <td>不限</td>\n",
" <td>是</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>曲先生</td>\n",
" <td>13906355994</td>\n",
" <td>鲁P356GM</td>\n",
" <td>300元15次</td>\n",
" <td>10007845240120AAA4</td>\n",
" <td>2024-01-20</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>14</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>刘先生</td>\n",
" <td>13563575566</td>\n",
" <td>鲁PJA700</td>\n",
" <td>580元代金卡/20元</td>\n",
" <td>10007845240114AAA3</td>\n",
" <td>2024-01-14</td>\n",
" <td>580</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>现金</td>\n",
" <td>现金</td>\n",
" <td>580</td>\n",
" <td>20</td>\n",
" <td>560</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>王先生</td>\n",
" <td>13012686611</td>\n",
" <td>鲁P67K55</td>\n",
" <td>300元15次</td>\n",
" <td>10007845240112AAA2</td>\n",
" <td>2024-01-12</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>14</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>孙先生</td>\n",
" <td>15863563599</td>\n",
" <td>鲁P002DD</td>\n",
" <td>580元代金卡/20元</td>\n",
" <td>10007845240105AAA1</td>\n",
" <td>2024-01-05</td>\n",
" <td>580</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>现金</td>\n",
" <td>现金</td>\n",
" <td>580</td>\n",
" <td>40</td>\n",
" <td>540</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>红旗</td>\n",
" <td>15163525334</td>\n",
" <td>鲁P522H7</td>\n",
" <td>100元5次洗车卡</td>\n",
" <td>10007845231227AAA6</td>\n",
" <td>2023-12-27</td>\n",
" <td>125</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>洗车</td>\n",
" <td>项目</td>\n",
" <td>10</td>\n",
" <td>0</td>\n",
" <td>10</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>王先生</td>\n",
" <td>13563001555</td>\n",
" <td>鲁P3JT07</td>\n",
" <td>580元代金卡/20元</td>\n",
" <td>10007845231227AAA5</td>\n",
" <td>2023-12-27</td>\n",
" <td>580</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>现金</td>\n",
" <td>现金</td>\n",
" <td>580</td>\n",
" <td>40</td>\n",
" <td>540</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>葛11218</td>\n",
" <td>18769574567</td>\n",
" <td>鲁PM7V99，辽A5C671</td>\n",
" <td>300元15次</td>\n",
" <td>10007845231225AAA4</td>\n",
" <td>2023-12-25</td>\n",
" <td>300</td>\n",
" <td>正常</td>\n",
" <td></td>\n",
" <td>科尔特汽车生活会馆</td>\n",
" <td>普通洗车</td>\n",
" <td>项目</td>\n",
" <td>15</td>\n",
" <td>1</td>\n",
" <td>14</td>\n",
" <td>不限</td>\n",
" <td>否</td>\n",
" <td>不限</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 会员名称 手机号码 可用车辆 卡名称 卡号 \\\n",
"0 王延飞10817 13863549333 鲁P83U76 300元15次 10007845240131AAA7 \n",
"1 张洪超10665 18506358121 鲁PKA277 300元15次 10007845240127AAA6 \n",
"2 吕先生 15306356911 鲁P7DB58 200元洗车卡 10007845240122AAA5 \n",
"3 曲先生 13906355994 鲁P356GM 300元15次 10007845240120AAA4 \n",
"4 刘先生 13563575566 鲁PJA700 580元代金卡/20元 10007845240114AAA3 \n",
"5 王先生 13012686611 鲁P67K55 300元15次 10007845240112AAA2 \n",
"6 孙先生 15863563599 鲁P002DD 580元代金卡/20元 10007845240105AAA1 \n",
"7 红旗 15163525334 鲁P522H7 100元5次洗车卡 10007845231227AAA6 \n",
"8 王先生 13563001555 鲁P3JT07 580元代金卡/20元 10007845231227AAA5 \n",
"9 葛11218 18769574567 鲁PM7V99，辽A5C671 300元15次 10007845231225AAA4 \n",
"\n",
" 办卡时间 销售价格 状态 备注 所属门店 项目/商品 类型 总次/件数 消费次/件数 剩余次/件数 有效期 是否赠送 \\\n",
"0 2024-01-31 300 正常 科尔特汽车生活会馆 普通洗车 项目 15 2 13 不限 否 \n",
"1 2024-01-27 300 正常 科尔特汽车生活会馆 普通洗车 项目 15 1 14 不限 否 \n",
"2 2024-01-22 200 正常 科尔特汽车生活会馆 洗车 项目 10 1 9 不限 是 \n",
"3 2024-01-20 300 正常 科尔特汽车生活会馆 普通洗车 项目 15 1 14 不限 否 \n",
"4 2024-01-14 580 正常 科尔特汽车生活会馆 现金 现金 580 20 560 不限 否 \n",
"5 2024-01-12 300 正常 科尔特汽车生活会馆 普通洗车 项目 15 1 14 不限 否 \n",
"6 2024-01-05 580 正常 科尔特汽车生活会馆 现金 现金 580 40 540 不限 否 \n",
"7 2023-12-27 125 正常 科尔特汽车生活会馆 洗车 项目 10 0 10 不限 否 \n",
"8 2023-12-27 580 正常 科尔特汽车生活会馆 现金 现金 580 40 540 不限 否 \n",
"9 2023-12-25 300 正常 科尔特汽车生活会馆 普通洗车 项目 15 1 14 不限 否 \n",
"\n",
" 指定车辆 \n",
"0 不限 \n",
"1 不限 \n",
"2 不限 \n",
"3 不限 \n",
"4 不限 \n",
"5 不限 \n",
"6 不限 \n",
"7 不限 \n",
"8 不限 \n",
"9 不限 "
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"result_df.head(10)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"result_df.to_excel(r'C:\\Users\\杨国栋\\Desktop\\财神驾到SCRM_会员详细.xlsx',index=False)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# 会员卡字段\n",
"+ 会员名称 -- name\n",
"+ 手机号码 -- mobile\n",
"+ 可用车辆 -- memberCardCarNo\n",
"+ 卡名称 - cardName\n",
"+ 卡号 -- card_no\n",
"+ 办卡时间 -- create_timeCn\n",
"+ 销售价格 -- price\n",
"+ 状态 -- statusCn\n",
"+ 备注 -- remark\n",
"+ 所属门店 -- storeName\n",
"\n",
"> 'member_card_id': ----> 用来查看详情url中的字符串参数 memberCardId\n",
"\n",
"\n",
"> 'member_id': ----> 用来查看详情url中的字符串参数 memberId\n",
"\n",
"\n",
"\n",
"# 详情页的 api --> \n",
"+ http://scrm2.9daye.com.cn/erpmembercard/doCardAllInfo.json?memberCardId=705998&memberId=2771774\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"url = 'https://scrm2.9daye.com.cn/erpmembercard/doList.json'\n",
"\n",
"data = 'search_name=&storeId=0&saleStaff=-1&cardStatus=0&page=2&rows=10'\n",
"\n",
"res = requests.post(url,headers=headers,cookies=cookies)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"detail_api = 'http://scrm2.9daye.com.cn/erpmembercard/doCardAllInfo.json?memberCardId=705998&memberId=2771774'\n",
"res = requests.post(detail_api,headers = headers,cookies=cookies)\n",
"res,res.json()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## 服务历史\n",
"+ 查询服务—订单查询\n",
"+ api:http://scrm2.9daye.com.cn/order/orderList.json"
]
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-26T10:20:34.088384Z",
"start_time": "2025-09-26T10:14:04.946199Z"
}
},
"source": [
"import pandas as pd\n",
"import requests\n",
"import json\n",
"\n",
"\n",
"api = \"http://scrm2.9daye.com.cn/order/orderList.json\" # 服务历史 api\n",
"\n",
"headers = {\n",
" 'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/95.0.4638.54 Safari/537.36 Edg/95.0.1020.40',\n",
" \"Content-Type\":\"application/json\"\n",
"}\n",
"\n",
"# data = {\n",
"# 'pageSize': 10,\n",
"# 'curPage': 1,\n",
"# 'sortName': 'updateTimeCn',\n",
"# 'sortOrder': 'desc'\n",
"# }\n",
"\n",
"cookies_str = \"JSESSIONID=F82B11473CBE480037C6C3FAA7BD0B01; username=15825434761; COOKIE_NAME=true\"\n",
"cookies = {item.split('=')[0]:item.split('=')[1] for item in cookies_str.split('; ')}\n",
"\n",
"result_list = []\n",
"\n",
"PAGES = 1301 # 总页数\n",
"\n",
"for page in range(1,PAGES+1): \n",
" print(page,end=' ')\n",
" try:\n",
" \n",
" data = {\n",
" 'pageSize': 10,\n",
" 'curPage': page,\n",
" 'sortName': 'updateTimeCn',\n",
" 'sortOrder': 'desc'\n",
" }\n",
" res = requests.post(api,headers = headers,cookies=cookies,params=data)\n",
" history_list = res.json().get('data')\n",
" for row in history_list:\n",
" history_info = {\n",
" 'orderId':row.get('id'),\n",
" '订单号':row.get('orderNo'),\n",
" '车牌号':row.get('carNo'),\n",
" '客户类型':row.get('isMember'),\n",
" '姓名':row.get('memberName'),\n",
" '手机号码':row.get('mobile'),\n",
" '订单状态':row.get('statusCn'),\n",
" '支付状态':row.get('payStatusCn'),\n",
" '订单金额':row.get('totalMoney'),\n",
" '已付金额':row.get('actualMoney'),\n",
" '所属门店':row.get('storeName'),\n",
" '订单类型':row.get('orderTypeCn'),\n",
" '订单来源':row.get('channelCn'),\n",
" '订单更新时间':row.get('updateTimeCn')\n",
" }\n",
"\n",
"\n",
" result_list.append(history_info)\n",
"\n",
" except Exception as e:\n",
" print(e)\n",
" print('程序出错！')\n",
" break\n",
"\n",
"result_df = pd.DataFrame(result_list)\n",
"result_df.head()"
],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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]
},
{
"data": {
"text/plain": [
" orderId 订单号 车牌号 客户类型 姓名 手机号码 \\\n",
"0 13706080 10007275250926AAA6 湘ENA221 会员 小小 18890192697 \n",
"1 13706077 10007275250926AAA5 湘ENA221 会员 小小 18890192697 \n",
"2 13706070 10007275250926AAA4 湘ENA226 会员 小小001 18367812586 \n",
"3 13706065 10007275250926AAA3 湘ENA226 会员 小小001 18367812586 \n",
"4 13704687 10007275250926AAA2 湘EQU136 非会员 25.9.25蒲先生吉利小车 13546903006 \n",
"\n",
" 订单状态 支付状态 订单金额 已付金额 所属门店 订单类型 订单来源 订单更新时间 \n",
"0 施工完成 支付成功 40.0 0.0 林师傅汽车服务 服务订单 ERP 2025-09-26 13:08:27 \n",
"1 订单完成 支付成功 300.0 300.0 林师傅汽车服务 会员卡购买 ERP 2025-09-26 13:08:13 \n",
"2 施工完成 支付成功 40.0 0.0 林师傅汽车服务 服务订单 ERP 2025-09-26 13:05:14 \n",
"3 施工完成 支付成功 40.0 0.0 林师傅汽车服务 服务订单 ERP 2025-09-26 13:04:02 \n",
"4 施工完成 支付成功 536.0 488.0 林师傅汽车服务 服务订单 ERP 2025-09-26 01:02:42 "
],
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>orderId</th>\n",
" <th>订单号</th>\n",
" <th>车牌号</th>\n",
" <th>客户类型</th>\n",
" <th>姓名</th>\n",
" <th>手机号码</th>\n",
" <th>订单状态</th>\n",
" <th>支付状态</th>\n",
" <th>订单金额</th>\n",
" <th>已付金额</th>\n",
" <th>所属门店</th>\n",
" <th>订单类型</th>\n",
" <th>订单来源</th>\n",
" <th>订单更新时间</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>13706080</td>\n",
" <td>10007275250926AAA6</td>\n",
" <td>湘ENA221</td>\n",
" <td>会员</td>\n",
" <td>小小</td>\n",
" <td>18890192697</td>\n",
" <td>施工完成</td>\n",
" <td>支付成功</td>\n",
" <td>40.0</td>\n",
" <td>0.0</td>\n",
" <td>林师傅汽车服务</td>\n",
" <td>服务订单</td>\n",
" <td>ERP</td>\n",
" <td>2025-09-26 13:08:27</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>13706077</td>\n",
" <td>10007275250926AAA5</td>\n",
" <td>湘ENA221</td>\n",
" <td>会员</td>\n",
" <td>小小</td>\n",
" <td>18890192697</td>\n",
" <td>订单完成</td>\n",
" <td>支付成功</td>\n",
" <td>300.0</td>\n",
" <td>300.0</td>\n",
" <td>林师傅汽车服务</td>\n",
" <td>会员卡购买</td>\n",
" <td>ERP</td>\n",
" <td>2025-09-26 13:08:13</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>13706070</td>\n",
" <td>10007275250926AAA4</td>\n",
" <td>湘ENA226</td>\n",
" <td>会员</td>\n",
" <td>小小001</td>\n",
" <td>18367812586</td>\n",
" <td>施工完成</td>\n",
" <td>支付成功</td>\n",
" <td>40.0</td>\n",
" <td>0.0</td>\n",
" <td>林师傅汽车服务</td>\n",
" <td>服务订单</td>\n",
" <td>ERP</td>\n",
" <td>2025-09-26 13:05:14</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>13706065</td>\n",
" <td>10007275250926AAA3</td>\n",
" <td>湘ENA226</td>\n",
" <td>会员</td>\n",
" <td>小小001</td>\n",
" <td>18367812586</td>\n",
" <td>施工完成</td>\n",
" <td>支付成功</td>\n",
" <td>40.0</td>\n",
" <td>0.0</td>\n",
" <td>林师傅汽车服务</td>\n",
" <td>服务订单</td>\n",
" <td>ERP</td>\n",
" <td>2025-09-26 13:04:02</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>13704687</td>\n",
" <td>10007275250926AAA2</td>\n",
" <td>湘EQU136</td>\n",
" <td>非会员</td>\n",
" <td>25.9.25蒲先生吉利小车</td>\n",
" <td>13546903006</td>\n",
" <td>施工完成</td>\n",
" <td>支付成功</td>\n",
" <td>536.0</td>\n",
" <td>488.0</td>\n",
" <td>林师傅汽车服务</td>\n",
" <td>服务订单</td>\n",
" <td>ERP</td>\n",
" <td>2025-09-26 01:02:42</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 2
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2024-12-11T06:11:14.598464Z",
"start_time": "2024-12-11T06:11:14.592980Z"
}
},
"source": [
"result_df.shape"
],
"outputs": [
{
"data": {
"text/plain": [
"(14040, 14)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 4
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-26T10:20:45.271257Z",
"start_time": "2025-09-26T10:20:42.054654Z"
}
},
"source": "result_df.to_excel(r'D:\\维修单据.xlsx',index=False)",
"outputs": [],
"execution_count": 3
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-26T10:40:42.018927Z",
"start_time": "2025-09-26T10:40:39.112718Z"
}
},
"source": [
"import pandas as pd\n",
"result_df = pd.read_excel(r'D:\\维修单据.xlsx',sheet_name=\"Sheet1\")\n",
"orderId_list = result_df['orderId'].tolist()"
],
"outputs": [],
"execution_count": 3
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## 订单详情\n",
"+ api 'http://scrm2.9daye.com.cn/order/orderItem.json?orderId=6817381&channel=&storeId=10003366'\n",
"+ 详情中的workOrderId 和 orderId 取值一样\n",
"+ 注意修改 ```STOREID```"
]
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-26T12:43:12.167068Z",
"start_time": "2025-09-26T10:40:54.605989Z"
}
},
"source": [
"import pandas as pd\n",
"import requests\n",
"import json\n",
"import time\n",
"from tqdm import tqdm\n",
"\n",
"headers = {\n",
" 'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/95.0.4638.54 Safari/537.36 Edg/95.0.1020.40',\n",
" \"Content-Type\":\"application/json\"\n",
"}\n",
"\n",
"\n",
"cookies_str = \"JSESSIONID=F82B11473CBE480037C6C3FAA7BD0B01; username=15825434761; COOKIE_NAME=true\"\n",
"cookies = {item.split('=')[0]:item.split('=')[1] for item in cookies_str.split('; ')}\n",
"\n",
"detail_result_list = []\n",
"\n",
"STOREID = 10007275 #10004059\n",
"\n",
"\n",
"for orderId in tqdm(orderId_list):\n",
" api = f'http://scrm2.9daye.com.cn/order/orderItem.json?orderId={orderId}&channel=&storeId={STOREID}'\n",
"\n",
" res = requests.post(api,headers = headers,cookies=cookies)\n",
" detail_list = res.json()\n",
" # print(detail_list)\n",
"\n",
" for detail in detail_list:\n",
" info = {\n",
" 'workOrderId':detail.get('workOrderId'),\n",
" '订单内容':detail.get('autoWorkName') or detail.get('goodsName'),\n",
" '类型':detail.get('typeCn'),\n",
" '数量':detail.get('amount'),\n",
" '单价':detail.get('price'),\n",
" '会员扣次':detail.get('cardItemCn'),\n",
" '优惠券扣次':detail.get('couponItemCn'),\n",
" '优惠金额':detail.get('itemPrivilige'),\n",
" '总实价':detail.get('itemActualMoney'),\n",
" '销售人员':detail.get('saleNames'),\n",
" '施工人员':detail.get('workerNames'),\n",
" '领料人':\"\",\n",
" '出库人':\"\",\n",
" '出库状态':\"\",\n",
" '质检员':detail.get('inspectorNames'),\n",
" }\n",
"\n",
" detail_result_list.append(info)\n",
" time.sleep(0.5)\n",
"\n",
"detail_df = pd.DataFrame(detail_result_list)\n",
"detail_df.head()\n"
],
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 13003/13003 [2:02:17<00:00, 1.77it/s] \n"
]
},
{
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{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
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{
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"\n",
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]
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"26100 \n",
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{
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" <th>客户类型</th>\n",
" <th>姓名</th>\n",
" <th>手机号码</th>\n",
" <th>订单状态</th>\n",
" <th>支付状态</th>\n",
" <th>订单金额</th>\n",
" <th>已付金额</th>\n",
" <th>所属门店</th>\n",
" <th>订单类型</th>\n",
" <th>订单来源</th>\n",
" <th>订单更新时间</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>10292791</td>\n",
" <td>10012009230924AA22</td>\n",
" <td>赣EFE767</td>\n",
" <td>会员</td>\n",
" <td>桑总</td>\n",
" <td>18770300401</td>\n",
" <td>施工完成</td>\n",
" <td>支付成功</td>\n",
" <td>260</td>\n",
" <td>0</td>\n",
" <td>飞宇汽车美容店</td>\n",
" <td>服务订单</td>\n",
" <td>iPhone-员工端</td>\n",
" <td>2023-09-24 19:43:55</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>10292790</td>\n",
" <td>10012009230924AA21</td>\n",
" <td>赣EFE767</td>\n",
" <td>会员</td>\n",
" <td>桑总</td>\n",
" <td>18770300401</td>\n",
" <td>施工完成</td>\n",
" <td>未支付</td>\n",
" <td>360</td>\n",
" <td>0</td>\n",
" <td>飞宇汽车美容店</td>\n",
" <td>服务订单</td>\n",
" <td>iPhone-员工端</td>\n",
" <td>2023-09-24 19:43:32</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>10292788</td>\n",
" <td>10012009230924AA20</td>\n",
" <td>赣EFE767</td>\n",
" <td>会员</td>\n",
" <td>桑总</td>\n",
" <td>18770300401</td>\n",
" <td>施工完成</td>\n",
" <td>未支付</td>\n",
" <td>280</td>\n",
" <td>0</td>\n",
" <td>飞宇汽车美容店</td>\n",
" <td>服务订单</td>\n",
" <td>iPhone-员工端</td>\n",
" <td>2023-09-24 19:43:20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>10292785</td>\n",
" <td>10012009230924AA19</td>\n",
" <td>赣E5877A</td>\n",
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" <td>13970386406</td>\n",
" <td>施工完成</td>\n",
" <td>支付成功</td>\n",
" <td>120</td>\n",
" <td>0</td>\n",
" <td>飞宇汽车美容店</td>\n",
" <td>服务订单</td>\n",
" <td>iPhone-员工端</td>\n",
" <td>2023-09-24 19:42:52</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>10292783</td>\n",
" <td>10012009230924AA18</td>\n",
" <td>赣E5877A</td>\n",
" <td>会员</td>\n",
" <td>姚总</td>\n",
" <td>13970386406</td>\n",
" <td>施工完成</td>\n",
" <td>支付成功</td>\n",
" <td>360</td>\n",
" <td>0</td>\n",
" <td>飞宇汽车美容店</td>\n",
" <td>服务订单</td>\n",
" <td>iPhone-员工端</td>\n",
" <td>2023-09-24 19:42:22</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" orderId 订单号 车牌号 客户类型 姓名 手机号码 订单状态 支付状态 \\\n",
"0 10292791 10012009230924AA22 赣EFE767 会员 桑总 18770300401 施工完成 支付成功 \n",
"1 10292790 10012009230924AA21 赣EFE767 会员 桑总 18770300401 施工完成 未支付 \n",
"2 10292788 10012009230924AA20 赣EFE767 会员 桑总 18770300401 施工完成 未支付 \n",
"3 10292785 10012009230924AA19 赣E5877A 会员 姚总 13970386406 施工完成 支付成功 \n",
"4 10292783 10012009230924AA18 赣E5877A 会员 姚总 13970386406 施工完成 支付成功 \n",
"\n",
" 订单金额 已付金额 所属门店 订单类型 订单来源 订单更新时间 \n",
"0 260 0 飞宇汽车美容店 服务订单 iPhone-员工端 2023-09-24 19:43:55 \n",
"1 360 0 飞宇汽车美容店 服务订单 iPhone-员工端 2023-09-24 19:43:32 \n",
"2 280 0 飞宇汽车美容店 服务订单 iPhone-员工端 2023-09-24 19:43:20 \n",
"3 120 0 飞宇汽车美容店 服务订单 iPhone-员工端 2023-09-24 19:42:52 \n",
"4 360 0 飞宇汽车美容店 服务订单 iPhone-员工端 2023-09-24 19:42:22 "
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"result_df.head()"
]
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-26T12:43:30.380843Z",
"start_time": "2025-09-26T12:43:30.312236Z"
}
},
"source": [
"pd.merge(left=detail_df,right=result_df,how='left',left_on='workOrderId',right_on='orderId')"
],
"outputs": [
{
"data": {
"text/plain": [
" workOrderId 订单内容 类型 数量 单价 会员扣次 优惠券扣次 优惠金额 总实价 销售人员 \\\n",
"0 13706080 普通洗车小车类 项目 1 40.0 1.0次 0.0次 0 0 \n",
"1 13706077 普通洗车小车类 充值项目 10 40.0 0.0次 0.0次 0 400 \n",
"2 13706077 镀膜蜡（轿车） 充值项目 1 58.0 0.0次 0.0次 0 58 \n",
"3 13706070 普通洗车小车类 项目 1 40.0 1.0次 0.0次 0 0 \n",
"4 13706065 普通洗车小车类 项目 1 40.0 1.0次 0.0次 0 0 \n",
"... ... ... ... .. ... ... ... ... ... ... \n",
"18794 587404 打蜡 充值项目 1 0.0 0.0次 0.0次 0 0 \n",
"18795 587404 可视空调深度清洗 充值项目 1 0.0 0.0次 0.0次 0 0 \n",
"18796 587333 普通洗车项目SUV/七座类 项目 1 20.0 1.0次 0.0次 0 0 \n",
"18797 587324 普通洗车项目SUV/七座类 充值项目 10 0.0 0.0次 0.0次 0 0 \n",
"18798 587324 打蜡 充值项目 1 0.0 0.0次 0.0次 0 0 \n",
"\n",
" ... 姓名 手机号码 订单状态 支付状态 订单金额 已付金额 所属门店 订单类型 \\\n",
"0 ... 小小 1.889019e+10 施工完成 支付成功 40.0 0.0 林师傅汽车服务 服务订单 \n",
"1 ... 小小 1.889019e+10 订单完成 支付成功 300.0 300.0 林师傅汽车服务 会员卡购买 \n",
"2 ... 小小 1.889019e+10 订单完成 支付成功 300.0 300.0 林师傅汽车服务 会员卡购买 \n",
"3 ... 小小001 1.836781e+10 施工完成 支付成功 40.0 0.0 林师傅汽车服务 服务订单 \n",
"4 ... 小小001 1.836781e+10 施工完成 支付成功 40.0 0.0 林师傅汽车服务 服务订单 \n",
"... ... ... ... ... ... ... ... ... ... \n",
"18794 ... 林定仁 1.582543e+10 订单完成 支付成功 1000.0 1000.0 林师傅汽车服务 会员卡购买 \n",
"18795 ... 林定仁 1.582543e+10 订单完成 支付成功 1000.0 1000.0 林师傅汽车服务 会员卡购买 \n",
"18796 ... 肖先生 1.667398e+10 施工完成 支付成功 20.0 0.0 林师傅汽车服务 服务订单 \n",
"18797 ... 肖先生 1.667398e+10 订单完成 支付成功 200.0 200.0 林师傅汽车服务 会员卡购买 \n",
"18798 ... 肖先生 1.667398e+10 订单完成 支付成功 200.0 200.0 林师傅汽车服务 会员卡购买 \n",
"\n",
" 订单来源 订单更新时间 \n",
"0 ERP 2025-09-26 13:08:27 \n",
"1 ERP 2025-09-26 13:08:13 \n",
"2 ERP 2025-09-26 13:08:13 \n",
"3 ERP 2025-09-26 13:05:14 \n",
"4 ERP 2025-09-26 13:04:02 \n",
"... ... ... \n",
"18794 ERP 2019-10-13 20:38:27 \n",
"18795 ERP 2019-10-13 20:38:27 \n",
"18796 ERP 2019-10-13 20:13:27 \n",
"18797 ERP 2019-10-13 20:10:39 \n",
"18798 ERP 2019-10-13 20:10:39 \n",
"\n",
"[18799 rows x 29 columns]"
],
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" <td>300.0</td>\n",
" <td>300.0</td>\n",
" <td>林师傅汽车服务</td>\n",
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" </tbody>\n",
"</table>\n",
"<p>18799 rows × 29 columns</p>\n",
"</div>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"execution_count": 6
},
{
"cell_type": "code",
"metadata": {
"ExecuteTime": {
"end_time": "2025-09-26T12:43:44.547836Z",
"start_time": "2025-09-26T12:43:34.945921Z"
}
},
"source": [
"# 导出\n",
"pd.merge(left=detail_df,right=result_df,how='left',left_on='workOrderId',right_on='orderId').to_excel(r'D:\\财神驾到SCRM_服务历史详情_13914899211.xlsx',index=False)"
],
"outputs": [],
"execution_count": 7
}
],
"metadata": {
"kernelspec": {
"display_name": "base",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.4"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
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