312 lines
10 KiB
Python
312 lines
10 KiB
Python
# -*- coding: utf-8 -*-
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import psycopg2
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import pandas as pd
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# 获得连接
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conn = psycopg2.connect(database="f6_bi", user="BASIC$ro_caowei", password="!ro_caowei123", host="hgprecn-cn-nif1vnv0y002-cn-shanghai.hologres.aliyuncs.com", port="80")
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# 获得游标对象，一个游标对象可以对数据库进行执行操作
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cursor = conn.cursor()
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import datetime
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now_time = datetime.datetime.now()
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yes_time = now_time + datetime.timedelta(days=-2)
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yes_time_nyr = int(yes_time.strftime('%Y%m%d'))# 获取前一天日期
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# sql语句 建表
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sql =f"""SELECT * FROM "public"."holo_ads_report_saas_profile_ngv_detail_d" WHERE "date_id" = '{yes_time_nyr}';"""
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# 执行语句
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cursor.execute(sql)
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# 获取结果集的每一行
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rows = cursor.fetchall()
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# 获取所有字段名
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all_fields = cursor.description
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#执行结果转化为dataframe
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col = []
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for i in all_fields:
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col.append(i[0])
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data_NGV = pd.DataFrame(list(rows),columns=col)
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# data_NGV.to_excel(r'C:\Users\admin\Desktop\NGV明细.xlsx')
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# 关闭数据库连接
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cursor.close()
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conn.close()
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# -*- coding: utf-8 -*-
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import psycopg2
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import pandas as pd
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# 获得连接
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conn = psycopg2.connect(database="f6_bi", user="BASIC$ro_caowei", password="!ro_caowei123", host="hgprecn-cn-nif1vnv0y002-cn-shanghai.hologres.aliyuncs.com", port="80")
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# 获得游标对象，一个游标对象可以对数据库进行执行操作
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cursor = conn.cursor()
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import datetime
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now_time = datetime.datetime.now()
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yes_time = now_time + datetime.timedelta(days=-1)
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yes_time_nyr = int(yes_time.strftime('%Y%m%d'))# 获取前一天日期
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# sql语句 建表
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sql =f"""SELECT * FROM "public"."holo_ads_report_saas_profile_ngv_detail_d" WHERE "date_id" = '{yes_time_nyr}';"""
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# 执行语句
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cursor.execute(sql)
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# 获取结果集的每一行
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rows = cursor.fetchall()
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# 获取所有字段名
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all_fields = cursor.description
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#执行结果转化为dataframe
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col = []
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for i in all_fields:
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col.append(i[0])
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data_NGV_new = pd.DataFrame(list(rows),columns=col)
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# data_NGV.to_excel(r'C:\Users\admin\Desktop\NGV明细.xlsx')
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# 关闭数据库连接
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cursor.close()
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conn.close()
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# 使用isin方法筛选出A表中id_own_org字段不在B表中的行
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c_data = data_NGV_new[~data_NGV_new['id_own_org'].isin(data_NGV['id_own_org'])]
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# 输出C表内容
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c_data = c_data.reset_index()
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# 基础函数配置
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import pandas as pd
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import pandas as pd
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import requests
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from pathlib import Path
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from urllib.parse import quote
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import json
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import numpy as np
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import time
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ROOT = Path('.').absolute() # 当前工作目录
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def generateToken() -> str:
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""" 生成 token """
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token_api = 'https://api.dingtalk.com/v1.0/oauth2/accessToken'
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# 该信息在钉钉开放应用中
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data = {
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"appKey": "ding5kqocon5s9oph5uq",
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"appSecret": 'HL1jgsIIfLAC0eTH0A1m4mwxUDqbgsiPeCCGGE3ocM6qJBTIW7Ivt9drxF_Z4Kb_'
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}
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res = requests.post(token_api, json=data)
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token = res.json()['accessToken']
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return token
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def read_instances(token, formUuid, page, n):
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""" 函数功能：读取普通表单的所有数据 """
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api = f'https://api.dingtalk.com//v1.0/yida/forms/instances/search'
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headers = {
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"Content-Type": "application/json",
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"x-acs-dingtalk-access-token": token
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}
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formData = {
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"appType" : "APP_RTPWHV37ENXPQUZHTL25",
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"systemToken" : "IA766O61SHFZT6UB0WNOB58GI5RW2K58KCU1LL6",
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"userId" : "yida_pub_account",
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"language" : "zh_CN",
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"formUuid" : formUuid,
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"currentPage" : page,
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"pageSize" : n
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}
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res = requests.post(api, headers=headers, json=formData)
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return res.json()
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def read_instances_TEBIE(token, formUuid, page, n):
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""" 函数功能：读取普通表单的所有数据 """
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api = f'https://api.dingtalk.com//v1.0/yida/forms/instances/search'
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headers = {
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"Content-Type": "application/json",
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"x-acs-dingtalk-access-token": token
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}
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formData = {
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"appType" : "APP_UYZ0KG6L0CCNV80GZ66O",
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"systemToken" : "XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2",
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"userId" : "yida_pub_account",
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"language" : "zh_CN",
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"formUuid" : formUuid,
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"currentPage" : page,
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"pageSize" : n
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}
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res = requests.post(api, headers=headers, json=formData)
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return res.json()
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def read_delete(token, formInstanceId):
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""" 函数功能：调用本接口删除表单数据。 """
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api = f'https://api.dingtalk.com//v1.0/yida/forms/instances'
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headers = {
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"Content-Type": "application/json",
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"x-acs-dingtalk-access-token": token
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}
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formData = {
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"appType" : "APP_RTPWHV37ENXPQUZHTL25",
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"systemToken" : "IA766O61SHFZT6UB0WNOB58GI5RW2K58KCU1LL6",
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"userId" : "yida_pub_account",
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"language" : "zh_CN",
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"formInstanceId" : formInstanceId
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}
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res = requests.delete(api, headers=headers, json=formData)
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return res.json()
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def read_new(FORMID,formData):
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""" 通过实例id 获取表单内容 """
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api = f'https://api.dingtalk.com/v1.0/yida/forms/instances'
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headers = {
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"Content-Type": "application/json",
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"x-acs-dingtalk-access-token": TOKEN
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}
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payload = {
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"formUuid" : FORMID,
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"appType" : "APP_RTPWHV37ENXPQUZHTL25",
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"formDataJson" : json.dumps(formData, cls=NpEncoder),
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"systemToken" : "IA766O61SHFZT6UB0WNOB58GI5RW2K58KCU1LL6",
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"language" : "zh_CN",
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"userId" : "yida_pub_account"
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}
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res = requests.post(api, headers=headers, json=payload)
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print(res.json())
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return res.json()
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def component(FORMID,TOKEN):
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""" 获取组件信息 """
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api = f'https://api.dingtalk.com//v1.0/yida/forms/formFields'
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headers = {
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"Content-Type": "application/json",
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"x-acs-dingtalk-access-token": TOKEN
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}
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payload = {
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"formUuid" : FORMID,
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"appType" : "APP_RTPWHV37ENXPQUZHTL25",
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# "formDataJson" : json.dumps(formData, cls=NpEncoder),
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"systemToken" : "IA766O61SHFZT6UB0WNOB58GI5RW2K58KCU1LL6",
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# "language" : "zh_CN",
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"userId" : "yida_pub_account"
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}
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res = requests.get(api, headers=headers, json=payload)
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return res.json()
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def Batch_creation(FORMID,TOKEN,ALL_formData):
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""" 获取组件信息 """
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api = f'https://api.dingtalk.com//v1.0/yida/forms/instances/batchSave'
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headers = {
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"Content-Type": "application/json",
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"x-acs-dingtalk-access-token": TOKEN
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}
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payload = {
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# "formDataJson" : json.dumps(formData, cls=NpEncoder),
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"noExecuteExpression" : "true",
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"formUuid" : FORMID,
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"appType" : "APP_RTPWHV37ENXPQUZHTL25",
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"asynchronousExecution" : "true",
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"systemToken" : "IA766O61SHFZT6UB0WNOB58GI5RW2K58KCU1LL6",
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"keepRunningAfterException" : "true",
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"userId" : "yida_pub_account",
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"formDataJsonList" : json.dumps(ALL_formData, cls=NpEncoder),
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}
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res = requests.post(api, headers=headers, json=payload)
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return res.json()
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def delete_in_batches(FORMID,TOKEN,ALL_DATA_instance):
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""" 批量删除表单实例 """
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api = f'https://api.dingtalk.com//v1.0/yida/forms/instances/batchRemove'
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headers = {
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"Content-Type": "application/json",
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"x-acs-dingtalk-access-token": TOKEN
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}
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payload = {
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"formUuid" : FORMID,
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"appType" : "APP_RTPWHV37ENXPQUZHTL25",
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"asynchronousExecution" : "true",
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"systemToken" : "IA766O61SHFZT6UB0WNOB58GI5RW2K58KCU1LL6",
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"formInstanceIdList" : json.dumps(ALL_DATA_instance, cls=NpEncoder),
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"userId" : "yida_pub_account",
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"executeExpression" : "false" # 不触发
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}
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res = requests.post(api, headers=headers, json=payload)
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return res.json()
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def delete_in(TOKEN,formInstanceIdList):
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""" 逐条删除表单实例 """
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api = f'https://api.dingtalk.com//v1.0/yida/forms/instances?appType=APP_RTPWHV37ENXPQUZHTL25&systemToken=IA766O61SHFZT6UB0WNOB58GI5RW2K58KCU1LL6&userId=yida_pub_account&language=zh_CN&formInstanceId={formInstanceIdList}'
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headers = {
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"Content-Type": "application/json",
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"x-acs-dingtalk-access-token": TOKEN
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}
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res = requests.delete(api, headers=headers)
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return res.json()
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class NpEncoder(json.JSONEncoder):
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def default(self, obj):
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if isinstance(obj, np.integer):
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return int(obj)
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elif isinstance(obj, np.floating):
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return float(obj)
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elif isinstance(obj, np.ndarray):
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return obj.tolist()
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else:
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return super(NpEncoder, self).default(obj)
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TOKEN = generateToken()
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'''读取员工对应关系：宜搭员工-ID对应表 '''
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FORMID = "FORM-EA866E715PF9YA7ECCAGSABX91Q72PVA3WRFL6" # 宜搭员工-ID对应表 FORM-EA866E715PF9YA7ECCAGSABX91Q72PVA3WRFL6
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# 读取流程表单数据
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form_data = read_instances_TEBIE(token=TOKEN, formUuid=FORMID, page=1, n=100)
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PAGES = form_data.get('totalCount')//100 + 1
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ALL_DATA_staff = {}
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""" 获取全量数据 """
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for i in range(1, PAGES+1):
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# form_data = read_processes_instances(token=TOKEN, formUuid=FORMID, createFromTimeGMT=CREATE_FROM, createToTimeGMT=CREATE_TO, page=i, n=100, searchField={'textField_l7if5ff9': '否'})
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form_data = read_instances_TEBIE(token=TOKEN, formUuid=FORMID, page=i, n=100)
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for data in form_data.get('data'):
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ALL_DATA_staff[data['formData']['textField_lfrw3u58']]=data['formData']['textField_lfrw3u59']
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'''遍历数据进行新建'''
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data_NGV = c_data.astype('string')
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data_NGV = data_NGV.fillna('',inplace=False)
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for a in range(0,len(data_NGV["date_fmt"]),100):
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ALL_formData = []
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for i in range(a,a+100): # for i in range(len(data_NGV["date_fmt"])):
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try:
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formData = {
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'textField_lma7s24z': data_NGV["group_name"][i],
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'textField_lma7s24y': data_NGV["org_name"][i],
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'textField_lma7s24x': data_NGV["org_code"][i]
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}
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try:
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formData['employeeField_lma7s255'] = ALL_DATA_staff[data_NGV["service_impl_principal"][i]] # 运营负责人_成员字段
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except:
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formData['employeeField_lma7s255'] = ""
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try:
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formData['employeeField_lma7s253'] = ALL_DATA_staff[data_NGV["area_manager"][i]] # 区域经理_成员字段
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except:
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formData['employeeField_lma7s253'] = ""
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ALL_formData.append(json.dumps(formData, cls=NpEncoder))
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except:
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pass
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FORMID = "FORM-08866RA1DJ2EILGD9AVPY3VCL8OD3N68R7AML5"
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res_new = Batch_creation(FORMID,TOKEN,ALL_formData)
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print("新建第",i,"条数据!")
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