457 lines
79 KiB
Plaintext
457 lines
79 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# 含多年"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"c:\\Users\\admin\\.conda\\envs\\F6processing\\lib\\site-packages\\numpy\\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:\n",
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"c:\\Users\\admin\\.conda\\envs\\F6processing\\lib\\site-packages\\numpy\\.libs\\libopenblas.EL2C6PLE4ZYW3ECEVIV3OXXGRN2NRFM2.gfortran-win_amd64.dll\n",
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"c:\\Users\\admin\\.conda\\envs\\F6processing\\lib\\site-packages\\numpy\\.libs\\libopenblas64__v0.3.21-gcc_10_3_0.dll\n",
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" warnings.warn(\"loaded more than 1 DLL from .libs:\"\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"读取到省市小六技术专家区域客服区域客成表单中 67 条数据！\n",
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"读取到市-技术专家id表单中 370 条数据！\n",
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"70\n",
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"['陈振龙', '陈超', '柴铁峰', '王云梅', '胡仲远', '许盼盼', '舒晓明', '杨君毅', '金华斌', '吕浩杰', '潘志强', '王兵帅', '郭波波', '陈博', '储召强', '李壮壮', '吴间锐', '赵涛', '孙振华', '王蔚东', '宋小涛', '刘立', '张宏伟', '郭锦城', '赵旭伟', '赵禄军', '王有军', '严冬延', '杨挺', '韩皞', '吴宏伟', '王鑫', '韩磊帅', '何钊', '贾宏伟', '魏延楠', '杜浩']\n",
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"{'result': 'de20c11b-866b-4aea-9f9f-a0e0b2f8bcd0'} {'dateField_lmelabb1': '1698196551872', 'employeeField_lmeqk429': '114115261037799570', 'employeeField_lmeqk423': '1525590028775887', 'employeeField_lmeqk424': '2626065538702722', 'tableField_lnsi0v71': [{'textField_lnsi0v72': '宝仁汽车(南期昌路店)', 'textField_lnsi0v6s': '标准版', 'employeeField_lnsi0v6u': '2626065538702722', 'employeeField_lnsi0v6v': '1525590028775887', 'employeeField_lnsi0v6w': '114115261037799570', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '宝仁汽车(南期昌路店)', 'textField_lnsi0v6z': 'CHS202208090186233', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后90天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.会员卡功能使用情况分析，推荐公众号引导升级；\\n4.说明转介绍政策，索要转介绍；\\n'}, {'textField_lnsi0v72': '上海市闵行区车驹汇汽车服务中心', 'textField_lnsi0v6s': '基础版', 'employeeField_lnsi0v6u': '2626065538702722', 'employeeField_lnsi0v6v': '1525590028775887', 'employeeField_lnsi0v6w': '114115261037799570', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '上海市闵行区车驹汇汽车服务中心', 'textField_lnsi0v6z': 'CHS201912250048579', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后120天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.红包裂变功能介绍；\\n4.说明转介绍政策，索要转介绍；\\n'}], 'textField_lmu0523h': '自动派发回访计划'}\n",
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"{'result': '16246be8-71cf-423e-b423-017fd7a64898'} {'dateField_lmelabb1': '1698196551872', 'employeeField_lmeqk429': '27676626601228861', 'employeeField_lmeqk423': '1218085201677303', 'employeeField_lmeqk424': '1253235059942945', 'tableField_lnsi0v71': [{'textField_lnsi0v72': '青岛昌荣星汽车服务有限公司', 'textField_lnsi0v6s': '标准版', 'employeeField_lnsi0v6u': '1253235059942945', 'employeeField_lnsi0v6v': '1218085201677303', 'employeeField_lnsi0v6w': '27676626601228861', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '青岛昌荣星汽车服务有限公司', 'textField_lnsi0v6z': 'CHS202108050134882', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后90天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.会员卡功能使用情况分析，推荐公众号引导升级；\\n4.说明转介绍政策，索要转介绍；\\n'}, {'textField_lnsi0v72': '威海茂祥', 'textField_lnsi0v6s': '基础版', 'employeeField_lnsi0v6u': '1253235059942945', 'employeeField_lnsi0v6v': '1218085201677303', 'employeeField_lnsi0v6w': '27676626601228861', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '威海茂祥', 'textField_lnsi0v6z': 'CHS202106090128924', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后120天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.红包裂变功能介绍；\\n4.说明转介绍政策，索要转介绍；\\n'}, {'textField_lnsi0v72': '瑞博世汽车养护中心', 'textField_lnsi0v6s': '基础版', 'employeeField_lnsi0v6u': '1253235059942945', 'employeeField_lnsi0v6v': '1218085201677303', 'employeeField_lnsi0v6w': '27676626601228861', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '瑞博世汽车养护中心', 'textField_lnsi0v6z': 'CHS202006120089178', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后120天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.红包裂变功能介绍；\\n4.说明转介绍政策，索要转介绍；\\n'}, {'textField_lnsi0v72': '青岛中尊信恒汽车服务有限公司', 'textField_lnsi0v6s': '标准版', 'employeeField_lnsi0v6u': '1253235059942945', 'employeeField_lnsi0v6v': '1218085201677303', 'employeeField_lnsi0v6w': '27676626601228861', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '青岛中尊信恒汽车服务有限公司', 'textField_lnsi0v6z': 'CHS202104080119046', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后180天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.会员卡功能使用情况分析，推荐公众号引导升级；\\n4.红包裂变推荐；\\n'}], 'textField_lmu0523h': '自动派发回访计划'}\n",
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"{'result': '2040032e-6194-43ef-b12b-7f003f6f36e4'} {'dateField_lmelabb1': '1698196551872', 'employeeField_lmeqk429': '011062062226778435', 'employeeField_lmeqk423': '025366033037741985', 'employeeField_lmeqk424': '052909055823302010', 'tableField_lnsi0v71': [{'textField_lnsi0v72': '美孚一号车养护盛东名车维修养护中心', 'textField_lnsi0v6s': '旗舰版', 'employeeField_lnsi0v6u': '052909055823302010', 'employeeField_lnsi0v6v': '025366033037741985', 'employeeField_lnsi0v6w': '011062062226778435', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '美孚一号车养护盛东名车维修养护中心', 'textField_lnsi0v6z': 'CHS202105310127740', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后90天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.公众号小程序功能使用情况分析，提升系统使用深度；\\n4.说明转介绍政策，索要转介绍；\\n'}, {'textField_lnsi0v72': '公主岭市飞跃舜能汽车换油中心', 'textField_lnsi0v6s': '基础版', 'employeeField_lnsi0v6u': '052909055823302010', 'employeeField_lnsi0v6v': '025366033037741985', 'employeeField_lnsi0v6w': '011062062226778435', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '公主岭市飞跃舜能汽车换油中心', 'textField_lnsi0v6z': 'CHS201909160037316', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后120天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.红包裂变功能介绍；\\n4.说明转介绍政策，索要转介绍；\\n'}, {'textField_lnsi0v72': '宝顺奥迪专业维修服务中心通化县店', 'textField_lnsi0v6s': '基础版', 'employeeField_lnsi0v6u': '052909055823302010', 'employeeField_lnsi0v6v': '025366033037741985', 'employeeField_lnsi0v6w': '011062062226778435', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '宝顺奥迪专业维修服务中心通化县店', 'textField_lnsi0v6z': 'CHS202206300183530', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后120天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.红包裂变功能介绍；\\n4.说明转介绍政策，索要转介绍；\\n'}, {'textField_lnsi0v72': '南关区快加好汽车养护维修部', 'textField_lnsi0v6s': '标准版', 'employeeField_lnsi0v6u': '052909055823302010', 'employeeField_lnsi0v6v': '025366033037741985', 'employeeField_lnsi0v6w': '011062062226778435', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '南关区快加好汽车养护维修部', 'textField_lnsi0v6z': 'CHS201908260036161', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后180天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.会员卡功能使用情况分析，推荐公众号引导升级；\\n4.红包裂变推荐；\\n'}], 'textField_lmu0523h': '自动派发回访计划'}\n",
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"{'result': '43c53a75-452d-4734-8974-d76f58fce91d'} {'dateField_lmelabb1': '1698196551872', 'employeeField_lmeqk429': '012138015932369611', 'employeeField_lmeqk423': '311003461041349', 'employeeField_lmeqk424': '293429301023738442', 'tableField_lnsi0v71': [{'textField_lnsi0v72': '典典养车(金沙遗址店)', 'textField_lnsi0v6s': '旗舰版', 'employeeField_lnsi0v6u': '293429301023738442', 'employeeField_lnsi0v6v': '311003461041349', 'employeeField_lnsi0v6w': '012138015932369611', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '典典养车(金沙遗址店)', 'textField_lnsi0v6z': 'CHS201903050012211', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后90天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.公众号小程序功能使用情况分析，提升系统使用深度；\\n4.说明转介绍政策，索要转介绍；\\n'}], 'textField_lmu0523h': '自动派发回访计划'}\n",
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|
|
"{'result': 'bdcede5c-5ab0-4087-a6cb-643d96aaf1e7'} {'dateField_lmelabb1': '1698196551872', 'employeeField_lmeqk429': '1143206052848269', 'employeeField_lmeqk423': '311003461041349', 'employeeField_lmeqk424': '20590707351213970', 'tableField_lnsi0v71': [{'textField_lnsi0v72': '栖霞修工坊迎福路汽车服务中心', 'textField_lnsi0v6s': '旗舰版', 'employeeField_lnsi0v6u': '20590707351213970', 'employeeField_lnsi0v6v': '311003461041349', 'employeeField_lnsi0v6w': '1143206052848269', 'dateField_lnsi0v6x': '1698196551872', 'textField_lnsi0v6y': '栖霞修工坊迎福路汽车服务中心', 'textField_lnsi0v6z': 'CHS202305050228387', 'selectField_lnsi0v6q': '客情维护', 'textareaField_lnsi0v6r': '\\n续约后180天:\\n1.客户系统使用问题集中解答；\\n2.跟客户查看车辆分析，推荐短信及其他营销功能；\\n3.公众号小程序功能使用情况分析，提升系统使用深度；\\n4.红包裂变推荐；\\n'}], 'textField_lmu0523h': '自动派发回访计划'}\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"# -*- coding: utf-8 -*-\n",
|
|
"import psycopg2\n",
|
|
"import pandas as pd\n",
|
|
"# 获得连接\n",
|
|
"conn = psycopg2.connect(database=\"f6_bi\", user=\"BASIC$ro_caowei\", password=\"!ro_caowei123\", host=\"hgprecn-cn-nif1vnv0y002-cn-shanghai.hologres.aliyuncs.com\", port=\"80\")\n",
|
|
"# 获得游标对象，一个游标对象可以对数据库进行执行操作\n",
|
|
"cursor = conn.cursor()\n",
|
|
"\n",
|
|
"import datetime\n",
|
|
"now_time = datetime.datetime.now()\n",
|
|
"yes_time = now_time + datetime.timedelta(days=-1)\n",
|
|
"yes_time_nyr = int(yes_time.strftime('%Y%m%d'))# 获取前一天日期\n",
|
|
"# sql语句 建表\n",
|
|
"sql =f\"\"\"SELECT * FROM \"public\".\"holo_ads_report_saas_profile_ngv_detail_d\" WHERE \"date_id\" = '{yes_time_nyr}' ;\"\"\"\n",
|
|
"# 执行语句\n",
|
|
"cursor.execute(sql)\n",
|
|
"# 获取结果集的每一行\n",
|
|
"rows = cursor.fetchall()\n",
|
|
"# 获取所有字段名\n",
|
|
"all_fields = cursor.description\n",
|
|
"#执行结果转化为dataframe\n",
|
|
"col = []\n",
|
|
"for i in all_fields:\n",
|
|
" col.append(i[0])\n",
|
|
"data_NGV = pd.DataFrame(list(rows),columns=col)\n",
|
|
"# data_NGV.to_excel(r'C:\\Users\\admin\\Desktop\\NGV明细.xlsx')\n",
|
|
"# 关闭数据库连接\n",
|
|
"cursor.close()\n",
|
|
"conn.close()\n",
|
|
"# 将A列和B列的日期字符串转换为日期格式\n",
|
|
"data_NGV['A'] = pd.to_datetime(data_NGV['expiry_time'])\n",
|
|
"data_NGV['B'] = pd.to_datetime(data_NGV['renew_date'])\n",
|
|
"data_NGV['条件'] = (data_NGV['org_type'] == \"一般\") & (data_NGV['org_status'] == '留存')\n",
|
|
"data_NGV = data_NGV.loc[data_NGV[\"条件\"] == True]\n",
|
|
"data_details = data_NGV.copy()\n",
|
|
"# 重置索引\n",
|
|
"data_details = data_details.reset_index(drop=True)\n",
|
|
"# 判断A列的日期是否大于B列的日期730天，如果是的话，将B列的值设置为1\n",
|
|
"data_details['条件'] = data_details.apply(lambda row: (row['A'] - row['B']).days if row['A'] - row['B'] >= pd.Timedelta(days=730) else row['条件'], axis=1)\n",
|
|
"data_details = data_details.loc[data_details[\"条件\"] != True]\n",
|
|
"# 定义一个函数，用于将数字除以365并取整数\n",
|
|
"def divide_by_365(x):\n",
|
|
" if isinstance(x, (int, float)):\n",
|
|
" return int(x / 365)\n",
|
|
" else:\n",
|
|
" return x\n",
|
|
"# 使用applymap()函数将divide_by_365函数应用到DataFrame的每个元素\n",
|
|
"data_details['年'] = data_details['条件'].apply(divide_by_365)\n",
|
|
"# 重置索引\n",
|
|
"data_details = data_details.reset_index(drop=True)\n",
|
|
"# 创建一个新的空的DataFrame\n",
|
|
"new_df = pd.DataFrame()\n",
|
|
"# 遍历原始DataFrame的每一行\n",
|
|
"from datetime import datetime, timedelta\n",
|
|
"for index, row in data_details.iterrows():\n",
|
|
" # 根据A列的值来决定复制的次数\n",
|
|
" for i_new in range(1,row['年']):\n",
|
|
" # 修改日期\n",
|
|
" row_new = row.copy()\n",
|
|
" c = row_new[\"renew_date\"]\n",
|
|
" date_obj = datetime.strptime(c, \"%Y-%m-%d\")\n",
|
|
" new_year = date_obj.year + i_new\n",
|
|
" new_date_obj = date_obj.replace(year=new_year)\n",
|
|
" new_c = new_date_obj.strftime(\"%Y-%m-%d\")\n",
|
|
" row_new[\"renew_date\"] = new_c\n",
|
|
" # 将当前行添加到新的DataFrame中\n",
|
|
" new_df = new_df._append(row_new, ignore_index=True)\n",
|
|
"# 合并两个DataFrame\n",
|
|
"merged_df = pd.concat([data_NGV, new_df], axis=0, ignore_index=True)\n",
|
|
"data_details = merged_df.copy() # 替换名称\n",
|
|
"\n",
|
|
"import pandas as pd\n",
|
|
"import pandas as pd\n",
|
|
"import numpy as np\n",
|
|
"import requests\n",
|
|
"import json\n",
|
|
"import time\n",
|
|
"import re\n",
|
|
"from datetime import datetime\n",
|
|
"from dateutil.relativedelta import relativedelta\n",
|
|
"from pathlib import Path\n",
|
|
"from urllib.parse import quote\n",
|
|
"from io import BytesIO\n",
|
|
"\n",
|
|
"ROOT = Path('.').absolute() # 当前工作目录\n",
|
|
"\n",
|
|
"\n",
|
|
"# 生成 token，参数不需要修改\n",
|
|
"def generateToken() -> str:\n",
|
|
" \"\"\" 生成 token \"\"\"\n",
|
|
"\n",
|
|
" token_api = 'https://api.dingtalk.com/v1.0/oauth2/accessToken'\n",
|
|
"\n",
|
|
" # 该信息在钉钉开放应用中\n",
|
|
" data = {\n",
|
|
" \"appKey\": \"ding5kqocon5s9oph5uq\",\n",
|
|
" \"appSecret\": 'HL1jgsIIfLAC0eTH0A1m4mwxUDqbgsiPeCCGGE3ocM6qJBTIW7Ivt9drxF_Z4Kb_'\n",
|
|
" }\n",
|
|
"\n",
|
|
" res = requests.post(token_api, json=data)\n",
|
|
" token = res.json()['accessToken']\n",
|
|
"\n",
|
|
" return token\n",
|
|
"\n",
|
|
"def read_instances(token, formUuid, page, n,formatted_today,formatted_today_two):\n",
|
|
" \"\"\" 函数功能：读取普通表单的所有数据 \"\"\"\n",
|
|
"\n",
|
|
" api = f'https://api.dingtalk.com//v1.0/yida/forms/instances/search'\n",
|
|
"\n",
|
|
" headers = {\n",
|
|
" \"Content-Type\": \"application/json\",\n",
|
|
" \"x-acs-dingtalk-access-token\": token\n",
|
|
" }\n",
|
|
"\n",
|
|
" formData = {\n",
|
|
" \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
|
|
" \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
|
|
" \"userId\" : \"yida_pub_account\",\n",
|
|
" \"language\" : \"zh_CN\",\n",
|
|
" \"formUuid\" : formUuid,\n",
|
|
" \"createFromTimeGMT\" : formatted_today,\n",
|
|
" \"createToTimeGMT\" : formatted_today_two,\n",
|
|
" \"currentPage\" : page,\n",
|
|
" \"pageSize\" : n\n",
|
|
" }\n",
|
|
"\n",
|
|
" res = requests.post(api, headers=headers, json=formData)\n",
|
|
" return res.json()\n",
|
|
"\n",
|
|
"def initiate_process(TOKEN,formUuid,processCode,formData):\n",
|
|
" \"\"\" 发起宜搭审批流程 \"\"\"\n",
|
|
" api = f'https://api.dingtalk.com//v1.0/yida/processes/instances/start'\n",
|
|
"\n",
|
|
" headers = {\n",
|
|
" \"Content-Type\": \"application/json\",\n",
|
|
" \"x-acs-dingtalk-access-token\": TOKEN\n",
|
|
" }\n",
|
|
" payload = {\n",
|
|
" \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
|
|
" \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
|
|
" \"userId\" : \"yida_pub_account\",\n",
|
|
" \"language\" : \"zh_CN\",\n",
|
|
" \"formUuid\" : formUuid,\n",
|
|
" \"formDataJson\" : json.dumps(formData, cls=NpEncoder),\n",
|
|
" \"processCode\" : processCode,\n",
|
|
" }\n",
|
|
"\n",
|
|
" res = requests.post(api, headers=headers, json=payload)\n",
|
|
" return res.json()\n",
|
|
"\n",
|
|
"def read_instances_new(token, formUuid, page, n):\n",
|
|
" \"\"\" 函数功能：读取普通表单的所有数据 \"\"\"\n",
|
|
"\n",
|
|
" api = f'https://api.dingtalk.com//v1.0/yida/forms/instances/search'\n",
|
|
"\n",
|
|
" headers = {\n",
|
|
" \"Content-Type\": \"application/json\",\n",
|
|
" \"x-acs-dingtalk-access-token\": token\n",
|
|
" }\n",
|
|
"\n",
|
|
" formData = {\n",
|
|
" \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
|
|
" \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
|
|
" \"userId\" : \"yida_pub_account\",\n",
|
|
" \"language\" : \"zh_CN\",\n",
|
|
" \"formUuid\" : formUuid,\n",
|
|
" \"currentPage\" : page,\n",
|
|
" \"pageSize\" : n\n",
|
|
" }\n",
|
|
"\n",
|
|
" res = requests.post(api, headers=headers, json=formData)\n",
|
|
" return res.json()\n",
|
|
"class NpEncoder(json.JSONEncoder):\n",
|
|
" def default(self, obj):\n",
|
|
" if isinstance(obj, np.integer):\n",
|
|
" return int(obj)\n",
|
|
" elif isinstance(obj, np.floating):\n",
|
|
" return float(obj)\n",
|
|
" elif isinstance(obj, np.ndarray):\n",
|
|
" return obj.tolist()\n",
|
|
" else:\n",
|
|
" return super(NpEncoder, self).default(obj)\n",
|
|
" \n",
|
|
"TOKEN = generateToken()\n",
|
|
"'''读取员工对应关系：宜搭员工-ID对应表 '''\n",
|
|
"FORMID = \"FORM-EA866E715PF9YA7ECCAGSABX91Q72PVA3WRFL6\" # 宜搭员工-ID对应表 FORM-EA866E715PF9YA7ECCAGSABX91Q72PVA3WRFL6\n",
|
|
"# 读取流程表单数据\n",
|
|
"form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=1, n=100)\n",
|
|
"PAGES = form_data.get('totalCount')//100 + 1\n",
|
|
"ALL_DATA_staff = {}\n",
|
|
"\"\"\" 获取全量数据 \"\"\"\n",
|
|
"for i in range(1, PAGES+1):\n",
|
|
" # form_data = read_processes_instances(token=TOKEN, formUuid=FORMID, createFromTimeGMT=CREATE_FROM, createToTimeGMT=CREATE_TO, page=i, n=100, searchField={'textField_l7if5ff9': '否'})\n",
|
|
" form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=i, n=100)\n",
|
|
" for data in form_data.get('data'):\n",
|
|
" ALL_DATA_staff[data['formData']['textField_lfrw3u58']]=data['formData']['textField_lfrw3u59']\n",
|
|
"'''读取省市小六技术专家区域客服区域客成 '''\n",
|
|
"FORMID = \"FORM-TP866D918DFCA4FW79YZU5X43FO32QZJQDZJL7\" #省市小六技术专家区域客服区域客成\n",
|
|
"# 读取流程表单数据\n",
|
|
"form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=1, n=100)\n",
|
|
"PAGES = form_data.get('totalCount')//100 + 1\n",
|
|
"textField_gif29wy = {}\n",
|
|
"textField_3athky8 = {}\n",
|
|
"textField_3hgho1m = {}\n",
|
|
"textField_nc7gskc = {}\n",
|
|
"textField_qk1e5di = {}\n",
|
|
"\"\"\" 获取全量数据 \"\"\"\n",
|
|
"for i in range(1, PAGES+1):\n",
|
|
" form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=i, n=100)\n",
|
|
" for data in form_data.get('data'):\n",
|
|
" textField_gif29wy[data['formData']['textField_o7jtgf1']]=data['formData']['textField_gif29wy'] #区域客成id\n",
|
|
" textField_3athky8[data['formData']['textField_o7jtgf1']]=data['formData']['textField_3athky8'] #区域客服id\n",
|
|
" textField_3hgho1m[data['formData']['textField_o7jtgf1']]=data['formData']['textField_3hgho1m'] #小六id\n",
|
|
" textField_nc7gskc[data['formData']['textField_o7jtgf1']]=data['formData']['textField_nc7gskc'] #技术专家id\n",
|
|
" textField_qk1e5di[data['formData']['textField_o7jtgf1']]=data['formData']['textField_lntniove'] #区域经理id\n",
|
|
"print(f'读取到省市小六技术专家区域客服区域客成表单中 {len(textField_gif29wy)} 条数据！')\n",
|
|
"'''读取市-技术专家id '''\n",
|
|
"FORMID = \"FORM-A8666NA1FJDEVPBB6VVTOCMP47UP2J2L6SPML2\" #市-技术专家id\n",
|
|
"# 读取流程表单数据\n",
|
|
"form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=1, n=100)\n",
|
|
"PAGES = form_data.get('totalCount')//100 + 1\n",
|
|
"textField_lmps6q39 = {}\n",
|
|
"\"\"\" 获取全量数据 \"\"\"\n",
|
|
"for i in range(1, PAGES+1):\n",
|
|
" # form_data = read_processes_instances(token=TOKEN, formUuid=FORMID, createFromTimeGMT=CREATE_FROM, createToTimeGMT=CREATE_TO, page=i, n=100, searchField={'textField_l7if5ff9': '否'})\n",
|
|
" form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=i, n=100)\n",
|
|
" for data in form_data.get('data'):\n",
|
|
" textField_lmps6q39[data['formData']['textField_lmps6q38']]=data['formData']['textField_lmps6q39'] #技术专家id\n",
|
|
"print(f'读取到市-技术专家id表单中 {len(textField_lmps6q39)} 条数据！')\n",
|
|
"import datetime\n",
|
|
"now_time = datetime.datetime.now()\n",
|
|
"today = now_time + datetime.timedelta(days=-83)\n",
|
|
"formatted_today_90 = today.strftime(\"%Y-%m-%d\")\n",
|
|
"today = now_time + datetime.timedelta(days=-113)\n",
|
|
"formatted_today_120 = today.strftime(\"%Y-%m-%d\")\n",
|
|
"today = now_time + datetime.timedelta(days=-173)\n",
|
|
"formatted_today_180 = today.strftime(\"%Y-%m-%d\")\n",
|
|
"timestamp_ms = int(time.time() * 1000) # 当然日期时间戳 毫秒级\n",
|
|
"# 获取数据\n",
|
|
"data_details_90 = data_details.copy()\n",
|
|
"data_details_90['条件'] = (data_details_90['renew_date'] == formatted_today_90) & (data_details_90['saas_edition_fmt'] != '基础版')\n",
|
|
"data_details_90 = data_details_90.loc[data_details_90[\"条件\"] == True]\n",
|
|
"data_details_120 = data_details.copy()\n",
|
|
"data_details_120['条件'] = (data_details_120['renew_date'] == formatted_today_120) & (data_details_120['saas_edition_fmt'] == '基础版')\n",
|
|
"data_details_120 = data_details_120.loc[data_details_120[\"条件\"] == True]\n",
|
|
"data_details_180 = data_details.copy()\n",
|
|
"data_details_180['条件'] = (data_details_180['renew_date'] == formatted_today_180) & (data_details_180['saas_edition_fmt'] != '基础版')\n",
|
|
"data_details_180 = data_details_180.loc[data_details_180[\"条件\"] == True]\n",
|
|
"\n",
|
|
"text_jcb_120 = '''\n",
|
|
"续约后120天:\n",
|
|
"1.客户系统使用问题集中解答；\n",
|
|
"2.跟客户查看车辆分析，推荐短信及其他营销功能；\n",
|
|
"3.红包裂变功能介绍；\n",
|
|
"4.说明转介绍政策，索要转介绍；\n",
|
|
"'''\n",
|
|
"text_bzb_90 = '''\n",
|
|
"续约后90天:\n",
|
|
"1.客户系统使用问题集中解答；\n",
|
|
"2.跟客户查看车辆分析，推荐短信及其他营销功能；\n",
|
|
"3.会员卡功能使用情况分析，推荐公众号引导升级；\n",
|
|
"4.说明转介绍政策，索要转介绍；\n",
|
|
"'''\n",
|
|
"text_bzb_180 = '''\n",
|
|
"续约后180天:\n",
|
|
"1.客户系统使用问题集中解答；\n",
|
|
"2.跟客户查看车辆分析，推荐短信及其他营销功能；\n",
|
|
"3.会员卡功能使用情况分析，推荐公众号引导升级；\n",
|
|
"4.红包裂变推荐；\n",
|
|
"'''\n",
|
|
"text_qita_90 = '''\n",
|
|
"续约后90天:\n",
|
|
"1.客户系统使用问题集中解答；\n",
|
|
"2.跟客户查看车辆分析，推荐短信及其他营销功能；\n",
|
|
"3.公众号小程序功能使用情况分析，提升系统使用深度；\n",
|
|
"4.说明转介绍政策，索要转介绍；\n",
|
|
"'''\n",
|
|
"text_qita_180 = '''\n",
|
|
"续约后180天:\n",
|
|
"1.客户系统使用问题集中解答；\n",
|
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"2.跟客户查看车辆分析，推荐短信及其他营销功能；\n",
|
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"3.公众号小程序功能使用情况分析，提升系统使用深度；\n",
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"4.红包裂变推荐；\n",
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"'''\n",
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"data_details_90['拜访目的说明'] = \"\"\n",
|
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"# text_bzb_90\n",
|
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"data_details_90['拜访目的说明'] = data_details_90.apply(lambda row: text_bzb_90 if row['saas_edition_fmt'] == '标准版' else row['拜访目的说明'], axis=1)\n",
|
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"# text_qita_90\n",
|
|
"data_details_90['拜访目的说明'] = data_details_90.apply(lambda row: text_qita_90 if row['saas_edition_fmt'] != '标准版' else row['拜访目的说明'], axis=1)\n",
|
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"\n",
|
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"# text_jcb_120\n",
|
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"data_details_120['拜访目的说明'] = text_jcb_120\n",
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"\n",
|
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"data_details_180['拜访目的说明'] = \"\"\n",
|
|
"# text_bzb_180\n",
|
|
"data_details_180['拜访目的说明'] = data_details_180.apply(lambda row: text_bzb_180 if row['saas_edition_fmt'] == '标准版' else row['拜访目的说明'], axis=1)\n",
|
|
"# text_qita_180\n",
|
|
"data_details_180['拜访目的说明'] = data_details_180.apply(lambda row: text_qita_180 if row['saas_edition_fmt'] != '标准版' else row['拜访目的说明'], axis=1)\n",
|
|
"# 合并三个DataFrame\n",
|
|
"data_result = pd.concat([data_details_90, data_details_120, data_details_180], ignore_index=True)\n",
|
|
"print(len(data_result))\n",
|
|
"# 获取待回访人员信息+去重\n",
|
|
"name_list = []\n",
|
|
"for data in data_result['service_impl_principal']:\n",
|
|
" name_list.append(data)\n",
|
|
"unique_arr = []\n",
|
|
"[unique_arr.append(x) for x in name_list if x not in unique_arr]\n",
|
|
"print(unique_arr)\n",
|
|
"# 【测试限制提交】每日工作计划\n",
|
|
"formUuid = \"FORM-8Y866XB1YUHEM9HD6RSVU75UFGTT24QEJQVML5\"\n",
|
|
"processCode = \"TPROC--8Y866XB1YUHEM9HD6RSVU75UFGTT29TEJQVML6\"\n",
|
|
"# 遍历数据并进行创建\n",
|
|
"for name in unique_arr:\n",
|
|
" name_new = 1\n",
|
|
" tableField_lnsi0v71 = {}\n",
|
|
" tableField_lnsi0v71['dateField_lmelabb1'] = \"\"\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk429'] = \"\"\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk423'] = \"\"\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk424'] = \"\"\n",
|
|
" for i in range(0,len(data_result)):\n",
|
|
" if data_result.loc[i,\"service_impl_principal\"] == name:\n",
|
|
" data_one = {} # 子表单\n",
|
|
" data_two = {} # 主表单\n",
|
|
" # 子表单\n",
|
|
" data_one['textField_lnsi0v72'] = data_result.loc[i,\"org_name\"] # 门店名称\n",
|
|
" data_one['textField_lnsi0v6s'] = data_result.loc[i,\"saas_edition_fmt\"] # 销售版本\n",
|
|
" try:\n",
|
|
" data_one['employeeField_lnsi0v6u'] = textField_nc7gskc[name] # 技术专家\n",
|
|
" data_one['employeeField_lnsi0v6v'] = textField_qk1e5di[name] # 区域经理\n",
|
|
" data_one['employeeField_lnsi0v6w'] = textField_3hgho1m[name] # 运营顾问\n",
|
|
" except:\n",
|
|
" data_one['employeeField_lnsi0v6u'] = textField_lmps6q39[data_NGV[\"city_name\"][i]] # 技术专家\n",
|
|
" data_one['employeeField_lnsi0v6v'] = ALL_DATA_staff[data_result.loc[i,\"area_manager\"]] # 区域经理\n",
|
|
" data_one['employeeField_lnsi0v6w'] = textField_lmps6q39[data_NGV[\"city_name\"][i]] # 运营顾问\n",
|
|
" data_one['dateField_lnsi0v6x'] = str(timestamp_ms) # 计划日期\n",
|
|
" data_one['textField_lnsi0v6y'] = data_result.loc[i,\"org_name\"] # 门店名称-拷贝\n",
|
|
" data_one['textField_lnsi0v6z'] = data_result.loc[i,\"org_code\"] # 门店编码\n",
|
|
" data_one['selectField_lnsi0v6q'] = \"客情维护\" # 拜访目的\n",
|
|
" data_one['textareaField_lnsi0v6r'] = data_result.loc[i,\"拜访目的说明\"] # 拜访目的说明\n",
|
|
" # 加入数据\n",
|
|
" if name_new == 1:\n",
|
|
" tableField_lnsi0v71['tableField_lnsi0v71'] = [data_one]\n",
|
|
" # 主表单\n",
|
|
" tableField_lnsi0v71['dateField_lmelabb1'] = str(timestamp_ms)\n",
|
|
" try:\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk429'] = textField_3hgho1m[name] # 小六\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk423'] = textField_qk1e5di[name] # 区域经理\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk424'] = textField_nc7gskc[name] # 技术专家\n",
|
|
" except:\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk429'] = textField_lmps6q39[data_NGV[\"city_name\"][i]] # 小六\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk423'] = ALL_DATA_staff[data_result.loc[i,\"area_manager\"]] # 区域经理\n",
|
|
" tableField_lnsi0v71['employeeField_lmeqk424'] = textField_lmps6q39[data_NGV[\"city_name\"][i]] # 技术专家\n",
|
|
" tableField_lnsi0v71['textField_lmu0523h'] = \"自动派发回访计划\" # 状态备用\n",
|
|
" else:\n",
|
|
" tableField_lnsi0v71['tableField_lnsi0v71'].append(data_one)\n",
|
|
" name_new = name_new + 1\n",
|
|
" res=initiate_process(TOKEN,formUuid,processCode,tableField_lnsi0v71)\n",
|
|
" print(res,tableField_lnsi0v71)"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "F6processing",
|
|
"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": "3.9.4"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|