432 lines
18 KiB
Python
432 lines
18 KiB
Python
# -*- coding: utf-8 -*-
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import psycopg2
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import pandas as pd
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import calendar
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import datetime
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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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# 获取当前日期
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today = datetime.date.today()
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# 获取当月
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first_day_of_month = int(today.replace().strftime('%Y%m'))-2
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# sql语句 建表
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sql =f"""SELECT * FROM "public"."holo_ads_report_sales_saas_org_summary_income_m" WHERE "pt" >= '{first_day_of_month}'"""
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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_details = 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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print(len(data_details))
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from decimal import Decimal
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data_details['version_amount_total'] = data_details['version_amount_total'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['version_amount_saas'] = data_details['version_amount_saas'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['version_amount_other'] = data_details['version_amount_other'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['unversion_amount_total'] = data_details['unversion_amount_total'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['unversion_amount_mngv'] = data_details['unversion_amount_mngv'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['unversion_amount_message'] = data_details['unversion_amount_message'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['irregular_amount_total'] = data_details['irregular_amount_total'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['irregular_amount_activity'] = data_details['irregular_amount_activity'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['irregular_amount_service'] = data_details['irregular_amount_service'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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data_details['coupon_amount'] = data_details['coupon_amount'].apply(lambda x: float(x) if isinstance(x, Decimal) else x)
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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_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_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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"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_UYZ0KG6L0CCNV80GZ66O",
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"formDataJson" : json.dumps(formData, cls=NpEncoder),
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"systemToken" : "XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2",
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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_UYZ0KG6L0CCNV80GZ66O",
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# "formDataJson" : json.dumps(formData, cls=NpEncoder),
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"systemToken" : "XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2",
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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_UYZ0KG6L0CCNV80GZ66O",
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"asynchronousExecution" : "true",
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"systemToken" : "XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2",
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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_UYZ0KG6L0CCNV80GZ66O",
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"asynchronousExecution" : "true",
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"systemToken" : "XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2",
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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 read_instances_pt(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 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_UYZ0KG6L0CCNV80GZ66O&systemToken=XA966F81JAJOFCVVVKO64E9MIIZV1EWE5SFMKJ2&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(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(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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'''获取表内控件信息 '''
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FORMID = "FORM-GI666T81ZBWAFJZVABUMA80PJSDC2YCOZ20ILZ"
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component_list = component(FORMID,TOKEN)
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for i in range(len(component_list['result'])):
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componentName = component_list['result'][i]['componentName']
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name_value = component_list['result'][i]['label']['value']
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fieldId = component_list['result'][i]['fieldId']
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print("'",fieldId,"':","data_details[",name_value,"][i], # ",name_value)
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'''获取订单明细'''
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form_data = read_instances_pt(token=TOKEN, formUuid="FORM-E6766M8103CDA5M3CJ06JDRCLSKV2FJ6Z3CLLA" , page=1, n=100)
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PAGES = form_data.get('totalCount')//100 + 1
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ALL_DATA = []
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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_instances_pt(token=TOKEN, formUuid="FORM-E6766M8103CDA5M3CJ06JDRCLSKV2FJ6Z3CLLA" , page=i, n=100)
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for data in form_data.get('data'):
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ALL_DATA.append([data['formData']["textField_dv032lp"],data['formData']["textField_cwqfrcq"],data['formData']["textField_qplm0p9"]+data['formData']["textField_wy749n8"]])
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print(f'读取到流程表中 {len(ALL_DATA)} 条数据')
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df_DataFrame = pd.DataFrame(ALL_DATA, columns=[ '优惠券金额', '提前续约优惠', '公司名称门店名称'])
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# '''批量删除NGV数据'''
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for i in range(0,10):
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default = True
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while default:
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FORMID = "FORM-GI666T81ZBWAFJZVABUMA80PJSDC2YCOZ20ILZ"
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form_data = read_instances(token=TOKEN, formUuid=FORMID, page=1, n=100)
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PAGES = form_data.get('totalCount')//100 +1
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print(form_data.get('totalCount'))
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if form_data.get('totalCount')<=0:
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default = False
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for i in range(PAGES, 1,-1):
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ALL_DATA_instance = []
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form_data = read_instances(token=TOKEN, formUuid=FORMID, page=1, n=100)
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for data in form_data.get('data'):
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ALL_DATA_instance.append(data['formInstanceId'])
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print(f'读取到表单中 {len(ALL_DATA_instance)} 条数据！')
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red_delete = delete_in_batches(FORMID,TOKEN,ALL_DATA_instance)
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form_data = read_instances(token=TOKEN, formUuid=FORMID, page=1, n=100)
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for data in form_data.get('data'):
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formInstanceId = data['formInstanceId']
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delete_in(TOKEN,formInstanceId)
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print(f'单条删除 {formInstanceId} 数据！')
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'''遍历数据进行新建'''
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data_details = data_details.astype('string')
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data_details = data_details.fillna('',inplace=False)
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for a in range(0,len(data_details["year_id"]),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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try:
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if data_details["franchise_group_name"][i] =="":
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data_details["franchise_group_name"][i] = "普通SAAS"
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except:
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pass
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formData = {
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'textField_l556qrj':data_details["year_id"][i],#"year_id"
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'textField_ioghzon':data_details["org_crm_id"][i],#"org_crm_id"
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'textField_kr3pc6c':data_details["org_id"][i],#"org_id"
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'textField_sv3xmix':data_details["org_code"][i],#"org_code"
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'textField_nk98j1i':data_details["org_name"][i],#"org_name"
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'textField_gvdimtj':data_details["group_id"][i],#"group_id"
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'textField_ntc1mqo':data_details["group_name"][i],#"group_name"
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'textField_dssu351':data_details["group_grade"][i],#"group_grade"
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'dateField_hgp5gh8':int(time.mktime(time.strptime(data_details["saas_create_time"][i], "%Y-%m-%d %H:%M:%S"))*1000) if data_details["saas_create_time"][i] !='' else '',#"saas_create_time"
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'textField_m6wvkhp':data_details["from_flag_fmt"][i],#"from_flag_fmt"
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'textField_rzrq44v':data_details["franchise_group_name"][i],#"franchise_group_name"
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'textField_s8u1211':data_details["region_name"][i],#"region_name"
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'textField_bifjpqz':data_details["branch_name"][i],#"branch_name"
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'textField_zz547i2':data_details["province_name"][i],#"province_name"
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'textField_j86bqku':data_details["city_name"][i],#"city_name"
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# 'employeeField_li0304o0':ALL_DATA_staff[data_details["area_manager"][i]] if data_details["area_manager"][i] !='' else '',#"area_manager"
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# 'employeeField_li0304o1':ALL_DATA_staff[data_details["service_impl_principal"][i]] if data_details["service_impl_principal"][i] !='' else '',#"service_impl_principal"
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# 'employeeField_li0304o2':ALL_DATA_staff[data_details["technician"][i]] if data_details["technician"][i] !='' else '',#"technician"
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'dateField_f7cjejs':int(time.mktime(time.strptime(data_details["to_renew_time"][i], "%Y-%m-%d %H:%M:%S"))*1000) if data_details["to_renew_time"][i] !='' else '',#"to_renew_time"
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'textField_4a171yy':data_details["saas_edition_fmt"][i],#"saas_edition_fmt"
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'textField_9cja7t3':data_details["version_amount_total"][i],#"version_amount_total"
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'textField_tdd8vic':data_details["version_amount_saas"][i],#"version_amount_saas"
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'textField_yc1liag':data_details["version_amount_other"][i],#"version_amount_other"
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'textField_sazuktm':data_details["unversion_amount_total"][i],#"unversion_amount_total"
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'textField_dzyddir':data_details["unversion_amount_mngv"][i],#"unversion_amount_mngv"
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'textField_rimc2k8':data_details["unversion_amount_message"][i],#"unversion_amount_message"
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'textField_whlq8rb':data_details["irregular_amount_total"][i],#"irregular_amount_total"
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'textField_jm29spy':data_details["irregular_amount_activity"][i],#"irregular_amount_activity"
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'textField_hf46l34':data_details["irregular_amount_service"][i],#"irregular_amount_service"
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'textField_pkyoug6':data_details["coupon_amount"][i],#"coupon_amount"
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'dateField_uwztkat':int(time.mktime(time.strptime(data_details["etl_time"][i], "%Y-%m-%d %H:%M:%S"))*1000) if data_details["etl_time"][i] !='' else '',#"etl_time"
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'textField_s6mf0at':data_details["pt"][i],#"pt"
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'textField_llm3mclm':"0" #"提前续约优惠"
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}
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try:
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formData['employeeField_li0304o2'] = ALL_DATA_staff[data_details["technician"][i]]
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except:
|
|
formData['employeeField_li0304o2'] = ""
|
|
try:
|
|
formData['employeeField_li0304o1'] = ALL_DATA_staff[data_details["service_impl_principal"][i]]
|
|
except:
|
|
formData['employeeField_li0304o1'] = ""
|
|
try:
|
|
formData['employeeField_li0304o0'] = ALL_DATA_staff[data_details["area_manager"][i]]
|
|
except:
|
|
formData['employeeField_li0304o0'] = ""
|
|
try:
|
|
group_name_org_name = formData['textField_ntc1mqo'] + formData['textField_nk98j1i']
|
|
row_numbers = df_DataFrame.index[df_DataFrame['公司名称门店名称'] == group_name_org_name].tolist()
|
|
if row_numbers[0]>0:
|
|
pandan_new = int(float(df_DataFrame.loc[row_numbers,'优惠券金额'].values[0])) - int(float(formData['textField_pkyoug6']))
|
|
if pandan_new == 0 or df_DataFrame.loc[row_numbers,'优惠券金额'].values[0] == "0":
|
|
formData['textField_llm3mclm'] = df_DataFrame.loc[row_numbers[0],'提前续约优惠'] # 提前续约优惠
|
|
except:
|
|
formData['textField_llm3mclm'] = "0"
|
|
|
|
ALL_formData.append(json.dumps(formData, cls=NpEncoder))
|
|
except:
|
|
pass
|
|
FORMID = "FORM-GI666T81ZBWAFJZVABUMA80PJSDC2YCOZ20ILZ"
|
|
res_new = Batch_creation(FORMID,TOKEN,ALL_formData)
|
|
print("新建第",i,"条数据!")
|
|
time.sleep(10)
|
|
|
|
'''校验是否新建正常'''
|
|
time.sleep(120)
|
|
FORMID = "FORM-GI666T81ZBWAFJZVABUMA80PJSDC2YCOZ20ILZ"
|
|
form_data = read_instances(token=TOKEN, formUuid=FORMID, page=1, n=100)
|
|
if int(form_data.get('totalCount')) ==len(data_details):
|
|
print("数据新建成功！")
|
|
else:
|
|
|
|
def start_instance_process(token: str, name):
|
|
|
|
"""发送宜搭表单 -- 发起流程表单
|
|
|
|
Args:
|
|
token
|
|
data:需要发送的数据字典
|
|
"""
|
|
|
|
yida_api = "https://api.dingtalk.com/v1.0/yida/processes/instances/start"
|
|
|
|
headers = {
|
|
"Content-Type": "application/json",
|
|
"x-acs-dingtalk-access-token": token
|
|
}
|
|
|
|
send_data = {
|
|
"textField_l9fe0uiw": name,
|
|
"textField_l9fe0uiv": name
|
|
}
|
|
|
|
payload = {
|
|
"appType": "APP_TNVBVZ3K8G56HG03Z45Q",
|
|
"systemToken": "CH7669818R0WN18TYTYJ42PE6GY22WZN0BYWKD1",
|
|
"userId": "yida_pub_account",# 超级管理员账号
|
|
"language": "zh_CN",
|
|
"formUuid": "FORM-UX866Q61GNLAZBCIEDF77BGVIIR83K82WYPHLH2",
|
|
"formDataJson": json.dumps(send_data),
|
|
"processCode":"TPROC--UX866Q61GNLAZBCIEDF77BGVIIR83M92WYPHLI2"
|
|
}
|
|
|
|
res = requests.post(yida_api, headers=headers, json=payload)
|
|
return res
|
|
try:
|
|
name = "4、年度滚动续费率分子：holo_ads_report_sales_saas_org_summary_income_m 新建条数不正确！"
|
|
res_yujing = start_instance_process(TOKEN,name)
|
|
except:
|
|
pass |