{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "读取到宜搭员工-ID对应表表单中 399 条数据！\n",
      "[流程]续约服务流程 表单中 773 条数据！\n",
      "新签节点化服务待办 表单中 45 条数据！\n"
     ]
    }
   ],
   "source": [
    "# 基础函数配置\n",
    "import pandas as pd\n",
    "import pandas as pd\n",
    "import requests\n",
    "from pathlib import Path\n",
    "from urllib.parse import quote\n",
    "import json\n",
    "import numpy as np\n",
    "import time\n",
    "from datetime import date, timedelta\n",
    "import datetime\n",
    "\n",
    "ROOT = Path('.').absolute()  # 当前工作目录\n",
    "\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):\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",
    "\n",
    "def read_delete(token, formInstanceId):\n",
    "    \"\"\" 函数功能：调用本接口删除表单数据。 \"\"\"\n",
    "\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/instances'\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",
    "  \"formInstanceId\" : formInstanceId\n",
    "    }\n",
    "\n",
    "    res = requests.delete(api, headers=headers, json=formData)\n",
    "    return res.json()\n",
    "\n",
    "def read_new(FORMID,formData):\n",
    "    \"\"\" 通过实例id 获取表单内容   \"\"\"\n",
    "    api = f'https://api.dingtalk.com/v1.0/yida/forms/instances'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "    payload = {\n",
    "        \"formUuid\" : FORMID,\n",
    "        \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
    "        \"formDataJson\" : json.dumps(formData, cls=NpEncoder),\n",
    "        \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
    "        \"language\" : \"zh_CN\",\n",
    "        \"userId\" : \"yida_pub_account\"\n",
    "    }\n",
    "\n",
    "    res = requests.post(api, headers=headers, json=payload)\n",
    "    print(res.json())\n",
    "\n",
    "    return res.json()\n",
    "\n",
    "\n",
    "def component(FORMID,TOKEN):\n",
    "    \"\"\" 获取组件信息   \"\"\"\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/formFields'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "    payload = {\n",
    "        \"formUuid\" : FORMID,\n",
    "        \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
    "        # \"formDataJson\" : json.dumps(formData, cls=NpEncoder),\n",
    "        \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
    "        # \"language\" : \"zh_CN\",\n",
    "        \"userId\" : \"yida_pub_account\"\n",
    "    }\n",
    "\n",
    "    res = requests.get(api, headers=headers, json=payload)\n",
    "\n",
    "    return res.json()\n",
    "def initiate_process(TOKEN,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\" : \"FORM-L8966281PTZA73CDBTGQBDLM628M2P4X1OYHL0\",\n",
    "        \"formDataJson\" : json.dumps(formData, cls=NpEncoder),\n",
    "        \"processCode\" : \"TPROC--L8966281PTZA73CDBTGQBDLM628M2Q7X1OYHL1\",\n",
    "        }\n",
    "\n",
    "    res = requests.post(api, headers=headers, json=payload)\n",
    "    return res.json()\n",
    "\n",
    "def delete_in_batches(FORMID,TOKEN,ALL_DATA_instance):\n",
    "    \"\"\" 批量删除表单实例 \"\"\"\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/instances/batchRemove'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "\n",
    "    payload = {\n",
    "    \"formUuid\" : FORMID,\n",
    "    \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
    "    \"asynchronousExecution\" : \"true\",\n",
    "    \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
    "    \"formInstanceIdList\" : json.dumps(ALL_DATA_instance, cls=NpEncoder),\n",
    "    \"userId\" : \"yida_pub_account\",\n",
    "    \"executeExpression\" : \"false\" # 不触发\n",
    "    }\n",
    "\n",
    "    res = requests.post(api, headers=headers, json=payload)\n",
    "    return res.json()\n",
    "\n",
    "def delete_in(TOKEN,formInstanceIdList):\n",
    "    \"\"\" 逐条删除表单实例 \"\"\"\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/instances?appType=APP_UYZ0KG6L0CCNV80GZ66O&systemToken=XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2&userId=yida_pub_account&language=zh_CN&formInstanceId={formInstanceIdList}'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "    res = requests.delete(api, headers=headers)\n",
    "    return res.json()\n",
    "\n",
    "def read_instances_new(token, formUuid, page, n,modifiedFromTimeGMT,modifiedToTimeGMT):\n",
    "    \"\"\" 函数功能：读取流程表单的所有数据 \"\"\"\n",
    "\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/processes/instances?pageNumber={page}&pageSize={n}'\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",
    "        \"modifiedFromTimeGMT\":modifiedFromTimeGMT,\n",
    "        \"modifiedToTimeGMT\":modifiedToTimeGMT,\n",
    "        \"instanceStatus\" : \"RUNNING\"\n",
    "        }\n",
    "    res = requests.post(api, headers=headers, json=formData)\n",
    "    return res.json()\n",
    "def read_gengxing(formInstanceId,data_new):\n",
    "    \"\"\" 函数功能：更新表单内容       \"\"\"\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/instances'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "\n",
    "    payload = {\n",
    "        \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
    "        \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
    "        \"userId\" : \"2268275546837446\",  # 曹伟 id\n",
    "        \"language\" :  \"zh_CN\",\n",
    "        \"useLatestVersion\" : \"false\",\n",
    "        \"formInstanceId\" : formInstanceId,\n",
    "        \"updateFormDataJson\" : json.dumps(data_new, cls=NpEncoder),\n",
    "        }\n",
    "\n",
    "    res = requests.put(api, headers=headers, json=payload)\n",
    "    return res.json()\n",
    "\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",
    "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(token=TOKEN, formUuid=FORMID, page=1, n=100)\n",
    "PAGES = form_data.get('totalCount')//10 + 1\n",
    "ALL_DATA_staff = {}\n",
    "\"\"\"  获取全量数据  \"\"\"\n",
    "for i in range(1, PAGES+1):\n",
    "    form_data = read_instances(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",
    "print(f'读取到宜搭员工-ID对应表表单中 {len(ALL_DATA_staff)} 条数据！')\n",
    "\n",
    "'''[流程]续约服务流程  读取近期修改的的流程------------------------------------------------------------------------------------------------------------------------''' \n",
    "FORMID = \"FORM-PE866MD1MJMU0WGLYRFLYEN5YN9L1I55Z7ZUK22\"   # [流程]续约服务流程\n",
    "# 获取当前日期\n",
    "now_time = datetime.datetime.now()\n",
    "yes_time = now_time + datetime.timedelta(days=-1)\n",
    "yes_time_nyr1 = now_time.strftime('%Y-%m-%d')\n",
    "yes_time_nyr2 = yes_time.strftime('%Y-%m-%d')# 获取前1天日期\n",
    "# 读取流程表单数据\n",
    "form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=1, n=100,modifiedFromTimeGMT=yes_time_nyr2,modifiedToTimeGMT=yes_time_nyr1)\n",
    "PAGES = form_data.get('totalCount')//100 + 1\n",
    "ALL_DATA = []\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,modifiedFromTimeGMT=yes_time_nyr2,modifiedToTimeGMT=yes_time_nyr1)\n",
    "    for data in form_data.get('data'):\n",
    "        ALL_DATA.append(data)\n",
    "print(f'[流程]续约服务流程 表单中 {len(ALL_DATA)} 条数据！')\n",
    "\n",
    "data_list = ['employeeField_kykw5ege','employeeField_ksydght0','employeeField_ksirro5o','employeeField_ksydghrd','employeeField_ksydghre']\n",
    "for v in data_list:\n",
    "    for i in range(0,len(ALL_DATA)):\n",
    "        try:\n",
    "            if \"(\" in str(ALL_DATA[i]['data'][v]) and \")\" in str(ALL_DATA[i]['data'][v]):\n",
    "                # print(\"符号 () 存在\",ALL_DATA[i]['data'][v])\n",
    "                pass\n",
    "            else:\n",
    "                print(\"符号 () 不存在\",ALL_DATA[i]['data'][v],ALL_DATA[i]['processInstanceId'],i,v)\n",
    "                data_new = {\n",
    "                    v:[ALL_DATA_staff[ALL_DATA[i]['data'][v][0]]]\n",
    "                }\n",
    "                res = read_gengxing(ALL_DATA[i]['processInstanceId'],data_new)   \n",
    "                print(res)\n",
    "        except:\n",
    "            pass\n",
    "\n",
    "'''新签节点化服务待办  读取近期修改的的流程------------------------------------------------------------------------------------------------------------------------''' \n",
    "FORMID = \"FORM-L89662816B04LXH893M4K50Q7MIZ1SVQI08ALU2\"   # 新签节点化服务待办 \n",
    "# 获取当前日期\n",
    "now_time = datetime.datetime.now()\n",
    "yes_time = now_time + datetime.timedelta(days=-1)\n",
    "yes_time_nyr1 = now_time.strftime('%Y-%m-%d')\n",
    "yes_time_nyr2 = yes_time.strftime('%Y-%m-%d')# 获取前1天日期\n",
    "# 读取流程表单数据\n",
    "form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=1, n=100,modifiedFromTimeGMT=yes_time_nyr2,modifiedToTimeGMT=yes_time_nyr1)\n",
    "PAGES = form_data.get('totalCount')//100 + 1\n",
    "ALL_DATA = []\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,modifiedFromTimeGMT=yes_time_nyr2,modifiedToTimeGMT=yes_time_nyr1)\n",
    "    for data in form_data.get('data'):\n",
    "        ALL_DATA.append(data)\n",
    "print(f'新签节点化服务待办 表单中 {len(ALL_DATA)} 条数据！')\n",
    "\n",
    "data_list = ['employeeField_la8zs59w','employeeField_la80kj0k','employeeField_lc5wh9h4','employeeField_lc8vmo70','employeeField_lc8w7jl9']\n",
    "for v in data_list:\n",
    "    for i in range(0,len(ALL_DATA)):\n",
    "        try:\n",
    "            if \"(\" in str(ALL_DATA[i]['data'][v]) and \")\" in str(ALL_DATA[i]['data'][v]):\n",
    "                # print(\"符号 () 存在\",ALL_DATA[i]['data'][v])\n",
    "                pass\n",
    "            else:\n",
    "                print(\"符号 () 不存在\",ALL_DATA[i]['data'][v],ALL_DATA[i]['processInstanceId'],i,v)\n",
    "                data_new = {\n",
    "                    v:[ALL_DATA_staff[ALL_DATA[i]['data'][v][0]]]\n",
    "                }\n",
    "                res = read_gengxing(ALL_DATA[i]['processInstanceId'],data_new)   \n",
    "                print(res)\n",
    "        except:\n",
    "            pass"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 刷全量数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\admin\\.conda\\envs\\F6processing\\lib\\site-packages\\numpy\\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:\n",
      "c:\\Users\\admin\\.conda\\envs\\F6processing\\lib\\site-packages\\numpy\\.libs\\libopenblas.EL2C6PLE4ZYW3ECEVIV3OXXGRN2NRFM2.gfortran-win_amd64.dll\n",
      "c:\\Users\\admin\\.conda\\envs\\F6processing\\lib\\site-packages\\numpy\\.libs\\libopenblas64__v0.3.21-gcc_10_3_0.dll\n",
      "  warnings.warn(\"loaded more than 1 DLL from .libs:\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "读取到宜搭员工-ID对应表表单中 399 条数据！\n",
      "[流程]续约服务流程 表单中 2281 条数据！\n",
      "符号 () 不存在 ['陈晨'] 62b84346-8459-4f70-86b2-8b72ae2cc9da 1908 employeeField_kykw5ege\n",
      "{}\n",
      "符号 () 不存在 ['陈晨'] 62b84346-8459-4f70-86b2-8b72ae2cc9da 1908 employeeField_ksirro5o\n",
      "{}\n",
      "新签节点化服务待办 表单中 275 条数据！\n",
      "符号 () 不存在 ['薛昌翔'] 06912c50-48c1-447d-8bf6-627f7bcb8644 27 employeeField_la8zs59w\n",
      "符号 () 不存在 ['薛昌翔'] 45a90c16-5a00-43df-a566-e049f9d0d1f5 125 employeeField_la8zs59w\n",
      "符号 () 不存在 ['于洋'] b1a1058a-0169-4d96-999f-bfe2f9f7e6de 164 employeeField_la8zs59w\n"
     ]
    }
   ],
   "source": [
    "# 基础函数配置\n",
    "import pandas as pd\n",
    "import pandas as pd\n",
    "import requests\n",
    "from pathlib import Path\n",
    "from urllib.parse import quote\n",
    "import json\n",
    "import numpy as np\n",
    "import time\n",
    "from datetime import date, timedelta\n",
    "import datetime\n",
    "\n",
    "ROOT = Path('.').absolute()  # 当前工作目录\n",
    "\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):\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",
    "\n",
    "def read_delete(token, formInstanceId):\n",
    "    \"\"\" 函数功能：调用本接口删除表单数据。 \"\"\"\n",
    "\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/instances'\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",
    "  \"formInstanceId\" : formInstanceId\n",
    "    }\n",
    "\n",
    "    res = requests.delete(api, headers=headers, json=formData)\n",
    "    return res.json()\n",
    "\n",
    "def read_new(FORMID,formData):\n",
    "    \"\"\" 通过实例id 获取表单内容   \"\"\"\n",
    "    api = f'https://api.dingtalk.com/v1.0/yida/forms/instances'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "    payload = {\n",
    "        \"formUuid\" : FORMID,\n",
    "        \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
    "        \"formDataJson\" : json.dumps(formData, cls=NpEncoder),\n",
    "        \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
    "        \"language\" : \"zh_CN\",\n",
    "        \"userId\" : \"yida_pub_account\"\n",
    "    }\n",
    "\n",
    "    res = requests.post(api, headers=headers, json=payload)\n",
    "    print(res.json())\n",
    "\n",
    "    return res.json()\n",
    "\n",
    "\n",
    "def component(FORMID,TOKEN):\n",
    "    \"\"\" 获取组件信息   \"\"\"\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/formFields'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "    payload = {\n",
    "        \"formUuid\" : FORMID,\n",
    "        \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
    "        # \"formDataJson\" : json.dumps(formData, cls=NpEncoder),\n",
    "        \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
    "        # \"language\" : \"zh_CN\",\n",
    "        \"userId\" : \"yida_pub_account\"\n",
    "    }\n",
    "\n",
    "    res = requests.get(api, headers=headers, json=payload)\n",
    "\n",
    "    return res.json()\n",
    "def initiate_process(TOKEN,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\" : \"FORM-L8966281PTZA73CDBTGQBDLM628M2P4X1OYHL0\",\n",
    "        \"formDataJson\" : json.dumps(formData, cls=NpEncoder),\n",
    "        \"processCode\" : \"TPROC--L8966281PTZA73CDBTGQBDLM628M2Q7X1OYHL1\",\n",
    "        }\n",
    "\n",
    "    res = requests.post(api, headers=headers, json=payload)\n",
    "    return res.json()\n",
    "\n",
    "def delete_in_batches(FORMID,TOKEN,ALL_DATA_instance):\n",
    "    \"\"\" 批量删除表单实例 \"\"\"\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/instances/batchRemove'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "\n",
    "    payload = {\n",
    "    \"formUuid\" : FORMID,\n",
    "    \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
    "    \"asynchronousExecution\" : \"true\",\n",
    "    \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
    "    \"formInstanceIdList\" : json.dumps(ALL_DATA_instance, cls=NpEncoder),\n",
    "    \"userId\" : \"yida_pub_account\",\n",
    "    \"executeExpression\" : \"false\" # 不触发\n",
    "    }\n",
    "\n",
    "    res = requests.post(api, headers=headers, json=payload)\n",
    "    return res.json()\n",
    "\n",
    "def delete_in(TOKEN,formInstanceIdList):\n",
    "    \"\"\" 逐条删除表单实例 \"\"\"\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/instances?appType=APP_UYZ0KG6L0CCNV80GZ66O&systemToken=XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2&userId=yida_pub_account&language=zh_CN&formInstanceId={formInstanceIdList}'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "    res = requests.delete(api, headers=headers)\n",
    "    return res.json()\n",
    "\n",
    "def read_instances_new(token, formUuid, page, n,modifiedFromTimeGMT,modifiedToTimeGMT):\n",
    "    \"\"\" 函数功能：读取流程表单的所有数据 \"\"\"\n",
    "\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/processes/instances?pageNumber={page}&pageSize={n}'\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",
    "        \"modifiedFromTimeGMT\":modifiedFromTimeGMT,\n",
    "        \"modifiedToTimeGMT\":modifiedToTimeGMT,\n",
    "        # \"instanceStatus\" : \"RUNNING\"\n",
    "        }\n",
    "    res = requests.post(api, headers=headers, json=formData)\n",
    "    return res.json()\n",
    "def read_gengxing(formInstanceId,data_new):\n",
    "    \"\"\" 函数功能：更新表单内容       \"\"\"\n",
    "    api = f'https://api.dingtalk.com//v1.0/yida/forms/instances'\n",
    "\n",
    "    headers = {\n",
    "        \"Content-Type\": \"application/json\",\n",
    "        \"x-acs-dingtalk-access-token\": TOKEN\n",
    "    }\n",
    "\n",
    "    payload = {\n",
    "        \"appType\" : \"APP_UYZ0KG6L0CCNV80GZ66O\",\n",
    "        \"systemToken\" : \"XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2\",\n",
    "        \"userId\" : \"2268275546837446\",  # 曹伟 id\n",
    "        \"language\" :  \"zh_CN\",\n",
    "        \"useLatestVersion\" : \"false\",\n",
    "        \"formInstanceId\" : formInstanceId,\n",
    "        \"updateFormDataJson\" : json.dumps(data_new, cls=NpEncoder),\n",
    "        }\n",
    "\n",
    "    res = requests.put(api, headers=headers, json=payload)\n",
    "    return res.json()\n",
    "\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",
    "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(token=TOKEN, formUuid=FORMID, page=1, n=100)\n",
    "PAGES = form_data.get('totalCount')//10 + 1\n",
    "ALL_DATA_staff = {}\n",
    "\"\"\"  获取全量数据  \"\"\"\n",
    "for i in range(1, PAGES+1):\n",
    "    form_data = read_instances(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",
    "print(f'读取到宜搭员工-ID对应表表单中 {len(ALL_DATA_staff)} 条数据！')\n",
    "\n",
    "'''[流程]续约服务流程  读取近期修改的的流程------------------------------------------------------------------------------------------------------------------------''' \n",
    "FORMID = \"FORM-PE866MD1MJMU0WGLYRFLYEN5YN9L1I55Z7ZUK22\"   # [流程]续约服务流程\n",
    "# 获取当前日期\n",
    "now_time = datetime.datetime.now()\n",
    "yes_time = now_time + datetime.timedelta(days=-10)\n",
    "yes_time_nyr1 = now_time.strftime('%Y-%m-%d')\n",
    "yes_time_nyr2 = yes_time.strftime('%Y-%m-%d')# 获取前1天日期\n",
    "# 读取流程表单数据\n",
    "form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=1, n=100,modifiedFromTimeGMT=yes_time_nyr2,modifiedToTimeGMT=yes_time_nyr1)\n",
    "PAGES = form_data.get('totalCount')//100 + 1\n",
    "ALL_DATA = []\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,modifiedFromTimeGMT=yes_time_nyr2,modifiedToTimeGMT=yes_time_nyr1)\n",
    "    for data in form_data.get('data'):\n",
    "        ALL_DATA.append(data)\n",
    "print(f'[流程]续约服务流程 表单中 {len(ALL_DATA)} 条数据！')\n",
    "\n",
    "data_list = ['employeeField_kykw5ege','employeeField_ksydght0','employeeField_ksirro5o','employeeField_ksydghrd','employeeField_ksydghre']\n",
    "for v in data_list:\n",
    "    for i in range(0,len(ALL_DATA)):\n",
    "        try:\n",
    "            if \"(\" in str(ALL_DATA[i]['data'][v]) and \")\" in str(ALL_DATA[i]['data'][v]):\n",
    "                # print(\"符号 () 存在\",ALL_DATA[i]['data'][v])\n",
    "                pass\n",
    "            else:\n",
    "                print(\"符号 () 不存在\",ALL_DATA[i]['data'][v],ALL_DATA[i]['processInstanceId'],i,v)\n",
    "                data_new = {\n",
    "                    v:[ALL_DATA_staff[ALL_DATA[i]['data'][v][0]]]\n",
    "                }\n",
    "                res = read_gengxing(ALL_DATA[i]['processInstanceId'],data_new)   \n",
    "                print(res)\n",
    "        except:\n",
    "            pass\n",
    "\n",
    "'''新签节点化服务待办  读取近期修改的的流程------------------------------------------------------------------------------------------------------------------------''' \n",
    "FORMID = \"FORM-L89662816B04LXH893M4K50Q7MIZ1SVQI08ALU2\"   # 新签节点化服务待办 \n",
    "# 获取当前日期\n",
    "now_time = datetime.datetime.now()\n",
    "yes_time = now_time + datetime.timedelta(days=-10)\n",
    "yes_time_nyr1 = now_time.strftime('%Y-%m-%d')\n",
    "yes_time_nyr2 = yes_time.strftime('%Y-%m-%d')# 获取前1天日期\n",
    "# 读取流程表单数据\n",
    "form_data = read_instances_new(token=TOKEN, formUuid=FORMID, page=1, n=100,modifiedFromTimeGMT=yes_time_nyr2,modifiedToTimeGMT=yes_time_nyr1)\n",
    "PAGES = form_data.get('totalCount')//100 + 1\n",
    "ALL_DATA = []\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,modifiedFromTimeGMT=yes_time_nyr2,modifiedToTimeGMT=yes_time_nyr1)\n",
    "    for data in form_data.get('data'):\n",
    "        ALL_DATA.append(data)\n",
    "print(f'新签节点化服务待办 表单中 {len(ALL_DATA)} 条数据！')\n",
    "\n",
    "data_list = ['employeeField_la8zs59w','employeeField_la80kj0k','employeeField_lc5wh9h4','employeeField_lc8vmo70','employeeField_lc8w7jl9']\n",
    "for v in data_list:\n",
    "    for i in range(0,len(ALL_DATA)):\n",
    "        try:\n",
    "            if \"(\" in str(ALL_DATA[i]['data'][v]) and \")\" in str(ALL_DATA[i]['data'][v]):\n",
    "                # print(\"符号 () 存在\",ALL_DATA[i]['data'][v])\n",
    "                pass\n",
    "            else:\n",
    "                print(\"符号 () 不存在\",ALL_DATA[i]['data'][v],ALL_DATA[i]['processInstanceId'],i,v)\n",
    "                data_new = {\n",
    "                    v:[ALL_DATA_staff[ALL_DATA[i]['data'][v][0]]]\n",
    "                }\n",
    "                res = read_gengxing(ALL_DATA[i]['processInstanceId'],data_new)   \n",
    "                print(res)\n",
    "        except:\n",
    "            pass"
   ]
  }
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