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+from typing import Optional, Awaitable
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+import pandas as pd
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+import numpy as np
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+import datetime
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+import pymysql
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+from sqlalchemy import create_engine
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+import simplejson
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+import requests
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+import tornado.web
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+import pandas as pd
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+import json
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+import numpy as np
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+import datetime
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+from sqlalchemy import create_engine
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+from db_config import *
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+import traceback
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+import uuid
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+
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+
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+class AiCallBackAddCreative(tornado.web.RequestHandler):
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+ def initialize(self, logger):
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+ self.logger = logger
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+
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+ def post(self):
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+ data = self.request.body
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+ data = str(data, 'utf8')
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+ data = json.loads(data, encoding='utf8')
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+ self.logger.info("*************************************** NEW REQUEST ***************************************")
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+ self.logger.info("raw data from request is %s" % data)
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+
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+ create_group_and_creative_response_data = None
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+ # 1、新增广告组操作
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+ try:
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+ if data["operation_type"] == 1:
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+ inst = ParseAddCampaignOrAddGroupRequest(data)
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+ inst.get_advertiser_strategy_info()
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+ inst.write_intelligence_strategy_table()
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+ if inst.campaign_id == "" or inst.campaign_id is None:
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+ if inst.add_campaign() == -1:
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+ self.write(json.dumps({"message": "广告计划创建失败"}))
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+ self.flush()
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+ return
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+
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+ inst.get_group_dict()
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+ create_group_and_creative_res = inst.res_data
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+ print("create_group_and_creative_res: ", create_group_and_creative_res)
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+ request = requests.post(create_group_and_creative_url, create_group_and_creative_res)
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+ create_group_and_creative_response_data = simplejson.loads(request.text)
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+ except Exception:
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+ self.logger.error(traceback.format_exc())
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+
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+ # 返回接口结果
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+ self.write(json.dumps({'account_id': inst.account_id,'ai_strategy_id': inst.ai_strategy_uuid,
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+ 'message': create_group_and_creative_response_data}))
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+ self.flush()
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+
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+
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+# 该类解析的是 手动请求的新增广告计划或者新增广告组的数据
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+class ParseAddCampaignOrAddGroupRequest(object):
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+ def __init__(self, request_data):
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+ self.ai_strategy_uuid = str(uuid.uuid4())
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+ self.request_data = request_data
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+ self.video = self.request_data['video']
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+ self.account_id = self.request_data['account_id']
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+ self.campaign_info = self.request_data['campaign_info']
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+ self.campaign_id = self.request_data['campaign_info'].get('campaign_id', None)
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+ self.group_info = self.request_data['group_info']
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+ self.creative_info = self.request_data['creative_info']
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+ self.operation_type = self.request_data['operation_type']
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+
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+ self.advertiser_strategy_id = None
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+ self.advertiser_strategy = {}
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+ self.res_data = {}
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+
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+ def get_advertiser_strategy_info(self):
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+ """
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+ 获取指定账户下客户的策略信息
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+ 为后续的写入库表,校验一致性做准备
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+ :return:
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+ """
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+ sql = """
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+ select *
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+ from ctop_ai_kuaishou_advertiser_strategy
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+ where account_id = %d
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+ and status = 1
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+ limit 1
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+ """ % self.account_id
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+ advertiser_strategy_df = pd.read_sql(sql, engine)
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+
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+ self.advertiser_strategy_id = advertiser_strategy_df['id'].values[0]
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+ self.advertiser_strategy = advertiser_strategy_df.T.to_dict()[0]
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+
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+ def write_intelligence_strategy_table(self):
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+ """
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+ 请求信息写入 ctop_ai_kuaishou_intelligence_strategy 表中
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+ :return:
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+ """
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+ intelligence_strategy_dict = \
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+ {
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+ 'ai_strategy_uuid': self.ai_strategy_uuid,
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+ 'advertiser_strategy_id': self.advertiser_strategy_id,
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+ 'account_id': self.account_id,
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+ 'ai_strategy_request_content': str(self.request_data),
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+ 'ai_strategy_remark': self.request_data['ai_strategy_remark'],
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+ 'create_time': datetime.datetime.now()
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+ }
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+
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+ df = pd.DataFrame.from_dict(intelligence_strategy_dict, orient='index').T
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+ df.to_sql(name="ctop_ai_kuaishou_intelligence_strategy", con=engine, if_exists='append', index=False)
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+
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+ # 如果手动请求的数据结构中,"campaign" 中的 campaign_id 为空则调用该新增计划方法
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+ def add_campaign(self):
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+ """
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+ 新增广告计划
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+ :return:
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+ """
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+ # 1、校验请求信息中 有没有 与客户策略信息 中存在冲突的地方 -- 计划层级只判断 campaign_type
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+ if self.campaign_info['campaign_type'] != self.advertiser_strategy['campaign_type']:
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+ self.logger.info("客户策略的campaign_type: %d 和 AI策略的campaign_type:%d 不一致!" %
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+ (self.advertiser_strategy['campaign_type'],
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+ self.campaign_info['campaign_type']))
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+ return -1
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+
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+ # TODO 待联调测试
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+ # create_campaign_req_data = {
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+ # 'account_id': self.account_id,
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+ # 'campaign_name': self.campaign_info['campaign_name'],
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+ # 'type': self.campaign_info['campaign_type']
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+ # }
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+ # request = requests.post(create_campaign_url, create_campaign_req_data)
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+ # res_data = simplejson.loads(request.text)
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+
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+ res_data = {
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+ "code": 0,
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+ "data": {
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+ "account_id": 23212,
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+ "campaign_id": 30956133,
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+ "campaign_create_time": "2021-01-13 13:50:16"
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+ },
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+ "message": "SUCCESS"}
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+ if res_data['code'] == 0:
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+ self.campaign_id = res_data['data']['campaign_id']
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+ campaign_info_to_db = {
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+ 'campaign_uuid': str(uuid.uuid4()),
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+ 'account_id': self.account_id,
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+ 'ai_strategy_uuid': self.ai_strategy_uuid,
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+ 'campaign_name': self.campaign_info['campaign_name'],
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+ 'campaign_id': self.campaign_id,
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+ 'campaign_type': self.campaign_info['campaign_type'],
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+ 'operation_type': self.operation_type,
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+ 'campaign_create_time': res_data['data']['campaign_create_time'],
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+ 'create_time': datetime.datetime.now()
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+ }
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+ df = pd.DataFrame.from_dict(campaign_info_to_db, orient='index').T
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+ df.to_sql(name="ctop_ai_kuaishou_campaign_level_operation_record", con=engine, if_exists='append', index=False)
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+ else:
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+ self.logger.info("广告计划创建失败:%s" % res_data['message'])
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+ return -1
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+
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+ def get_group_dict(self):
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+ """
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+ 拼接组和创意层级参数
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+ 写入数据库
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+ 返回 table_id
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+ :return:
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+ """
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+ # 1、TODO 校验请求信息中 有没有 与客户策略信息 中存在冲突的地方 -- 暂时不实现
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+ # 客户策略 和 请求信息 都有值 才会进行校验比对操作 -- 不得高于,不得不等于,不得超过集合
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+ # 因此分为3类 字段
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+ # is_equal_cols = ['template_id','bid_type']
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+ # is_less_than_cols = []
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+ # is_contain_cols = []
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+ #
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+ # for col in is_equal_cols:
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+ # if (self.advertiser_strategy[col] is not None) and \
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+ # (self.group_info.get(col, None) is not None) and \
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+ # (self.group_info.get(col) != self.advertiser_strategy[col]):
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+ # return -1
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+ #
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+ # for col in is_less_than_cols:
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+ # if (self.advertiser_strategy[col] is not None) and \
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+ # (self.group_info.get(col, None) is not None) and \
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+ # (self.group_info.get(col) > self.advertiser_strategy[col]):
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+ # return -1
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+ #
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+ # for col in is_contain_cols:
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+ # if (self.advertiser_strategy[col] is not None) and \
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+ # (self.group_info.get(col, None) is not None) and \
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+ # (self.group_info.get(col) > self.advertiser_strategy[col]):
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+ # return -1
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+
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+ basic_group_info = {'template_id': self.advertiser_strategy['template_id'],
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+ 'bid_type': self.advertiser_strategy['bid_type'],
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+ 'use_app_market': self.advertiser_strategy['use_app_market'],
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+ 'app_store': self.advertiser_strategy['app_store'],
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+ 'bid': self.advertiser_strategy['bid'],
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+ 'cpa_bid': self.advertiser_strategy['cpa_bid'],
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+ 'smart_bid': self.advertiser_strategy['smart_bid'],
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+ 'ocpx_action_type': self.advertiser_strategy['ocpx_action_type'],
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+ 'deep_conversion_type': self.advertiser_strategy['deep_conversion_type'],
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+ 'roi_ratio': self.advertiser_strategy['roi_ratio'],
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+ 'scene_id': self.advertiser_strategy['scene_id'],
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+ 'unit_type': self.advertiser_strategy['unit_type'],
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+ 'begin_time': self.advertiser_strategy['begin_time'],
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+ 'end_time': self.advertiser_strategy['end_time'],
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+ 'schedule_time': self.advertiser_strategy['schedule_time'],
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+ 'convert_id': self.advertiser_strategy['convert_id'],
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+ 'url_type': self.advertiser_strategy['url_type'],
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+ 'web_uri_type': self.advertiser_strategy['web_uri_type'],
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+ 'url': self.advertiser_strategy['url'],
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+ 'schema_uri': self.advertiser_strategy['schema_uri'],
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+ 'app_id': self.advertiser_strategy['app_id'],
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+ 'show_mode': self.advertiser_strategy['show_mode'],
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+ 'speed': self.advertiser_strategy['speed'],
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+ 'site_type': self.advertiser_strategy['site_type'],
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+ 'gift_data': self.advertiser_strategy['gift_data'],
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+ 'video_landing_page': self.advertiser_strategy['video_landing_page'],
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+ 'auto_target': self.advertiser_strategy['auto_target'],
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+ 'auto_create_photo': self.advertiser_strategy['auto_create_photo'],
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+ 'region': self.advertiser_strategy['region'],
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+ 'district_ids': self.advertiser_strategy['district_ids'],
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+ 'user_type': self.advertiser_strategy['user_type'],
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+ 'age_min': self.advertiser_strategy['age_min'],
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+ 'age_max': self.advertiser_strategy['age_max'],
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+ 'ages_range': self.advertiser_strategy['ages_range'],
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+ 'gender': self.advertiser_strategy['gender'],
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+ 'platform_os': self.advertiser_strategy['platform_os'],
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+ 'android_osv': self.advertiser_strategy['android_osv'],
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+ 'ios_osv': self.advertiser_strategy['ios_osv'],
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+ 'network': self.advertiser_strategy['network'],
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+ 'device_brand': self.advertiser_strategy['device_brand'],
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+ 'device_price': self.advertiser_strategy['device_price'],
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+ 'business_interest_type': self.advertiser_strategy['business_interest_type'],
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+ 'business_interest': self.advertiser_strategy['business_interest'],
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+ 'fans_star': self.advertiser_strategy['fans_star'],
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+ 'interest_video': self.advertiser_strategy['interest_video'],
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+ 'app_interest': self.advertiser_strategy['app_interest'],
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+ 'app_ids': self.advertiser_strategy['app_ids'],
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+ 'filter_converted_level': self.advertiser_strategy['filter_converted_level'],
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+ 'population': self.advertiser_strategy['population'],
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+ 'exclude_population': self.advertiser_strategy['exclude_population'],
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+ 'paid_audience': self.advertiser_strategy['paid_audience'],
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+ 'is_open': self.advertiser_strategy['is_open'],
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+ 'no_age_break': self.advertiser_strategy['no_age_break'],
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+ 'no_gender_break': self.advertiser_strategy['no_gender_break'],
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+ 'no_area_break': self.advertiser_strategy['no_area_break'],
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+ 'behavior_interest': self.advertiser_strategy['behavior_interest']}
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+
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+ # 3、从请求的信息中更新计划层级信息
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+ if len(self.group_info) > 0:
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+ for key, value in self.group_info.items():
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+ basic_group_info.update({key: value})
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+
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+ self.res_data['group_list'] = []
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+ group_cnt = 1
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+ for video in self.video:
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+ single_group_info = {'group_uuid': str(uuid.uuid4())}
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+ single_group_info.update(basic_group_info)
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+ single_group_info['unit_name'] = self.group_info['unit_name'] + '-' + str(group_cnt)
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+
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+ # 组信息写入数据表中
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+ single_group_info_to_db = single_group_info.copy()
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+ single_group_info_to_db['ai_strategy_uuid'] = self.ai_strategy_uuid
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+ single_group_info_to_db['account_id'] = self.account_id
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+ single_group_info_to_db['campaign_id'] = self.campaign_id
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+ single_group_info_to_db['create_time'] = datetime.datetime.now()
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+ single_group_info_to_db['operation_type'] = self.operation_type
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+ df = pd.DataFrame.from_dict(single_group_info_to_db, orient='index').T
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+ engine = create_engine(db_con_str, connect_args={'charset': 'utf8'})
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+ df.to_sql(name="ctop_ai_kuaishou_unit_level_operation_record",
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+ con=engine,
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+ if_exists='append',
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+ index=False)
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+
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+ single_group_info['creative_list'] = []
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+ group_cnt += 1
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+
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+ creative_cnt = 1
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+ for image in video['imageList']:
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+ single_creative_info = {
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+ 'creative_uuid': str(uuid.uuid4()),
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+ 'is_sticky': 0,
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+ 'creative_name': self.creative_info['creative_name'] + '_' + str(creative_cnt),
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+ 'photo_id': video['photo_id'],
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+ 'image_md5': image, # TODO 需要和蒙蒙确认字段名称
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+ 'image_tokens': self.creative_info.get('image_tokens'),
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+ 'action_bar_text': self.creative_info['action_bar_text'],
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+ 'description': self.creative_info['description'],
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+ 'short_slogan': self.creative_info.get('short_slogan'),
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+ 'sticker_title': self.creative_info.get('sticker_title'),
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+ 'overlay_type': self.creative_info.get('overlay_type'),
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+ 'expose_tag': self.creative_info.get('expose_tag'),
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+ 'new_expose_tag': self.creative_info.get('new_expose_tag'),
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+ 'site_id': self.creative_info.get('site_id'),
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+ 'click_track_url': self.advertiser_strategy.get('click_track_url'),
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+ 'impression_url': self.advertiser_strategy.get('impression_url'),
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+ 'ad_photo_played_t3s_url': self.advertiser_strategy.get('ad_photo_played_t3s_url'),
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+ 'actionbar_click_url': self.advertiser_strategy.get('actionbar_click_url'),
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+ 'creative_category': self.creative_info.get('creative_category'),
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+ 'creative_tag': self.creative_info.get('creative_tag')}
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+
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+ single_group_info['creative_list'].append(single_creative_info)
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+
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+ # 创意层级写入数据表中
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+ single_creative_info_to_db = single_creative_info.copy()
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+ single_creative_info_to_db['ai_strategy_uuid'] = self.ai_strategy_uuid
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+ single_creative_info_to_db['account_id'] = self.account_id
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+ single_creative_info_to_db['campaign_id'] = self.campaign_id
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+ single_creative_info_to_db['create_time'] = datetime.datetime.now()
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+ single_creative_info_to_db['operation_type'] = self.operation_type
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+ df = pd.DataFrame.from_dict(single_creative_info_to_db, orient='index').T
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+ engine = create_engine(db_con_str, connect_args={'charset': 'utf8'})
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+ df.to_sql(name="ctop_ai_kuaishou_creative_level_operation_record",
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+ con=engine,
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+ if_exists='append',
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+ index=False)
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+
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+ creative_cnt += 1
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+ # 组和创意信息添加到最终返回数据 group_list 中
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+ self.res_data['group_list'].append(single_group_info)
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|
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+
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|
|
+ self.res_data['account_id'] = self.account_id
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|
+ self.res_data['campaign_id'] = self.campaign_id
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|
|
+
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|
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+
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|
|
+# TODO 修改操作
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|
|
+class ParseModifyRequest(object):
|
|
|
+ def __init__(self):
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|
|
+ pass
|
|
|
+
|
|
|
+
|
|
|
+# TODO 关停操作
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|
|
+class ParseShutDownRequest(object):
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|
|
+ def __init__(self):
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|
|
+ pass
|