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- import datetime
- import json
- import traceback
- import uuid
- from logging.handlers import TimedRotatingFileHandler
- import pandas as pd
- import requests
- from utils.BaseClass import *
- from utils.DataBaseConfig import *
- from utils.LogConfig import *
- from utils.UrlConfig import *
- log_handler = TimedRotatingFileHandler("logs/ai_strategy_request/ai_strategy_request.log",
- when="midnight", backupCount=100)
- log_handler.setFormatter(log_formatter)
- logger = logging.getLogger('ai_strategy_request_logger')
- logger.addHandler(log_handler)
- logger.setLevel(logging.DEBUG)
- print('id of logger %s' % id(logger))
- class AiStrategyRequestParse(tornado.web.RequestHandler):
- def post(self):
- data = self.request.body
- data = str(data, 'utf8')
- data = json.loads(data, encoding='utf8')
- logger.info("*************************************** NEW REQUEST ***************************************")
- logger.info("raw data from request is %s" % data)
- # 1、新增广告组操作
- try:
- if data["operation_type"] == 1:
- inst = ParseAddCampaignOrAddGroupRequest(data)
- inst.get_advertiser_strategy_info()
- inst.write_intelligence_strategy_table()
- if inst.campaign_id == "" or inst.campaign_id is None:
- if inst.add_campaign() == -1:
- raise Exception('广告计划创建失败')
- inst.assemble_group_and_creative_params()
- create_group_and_creative_res = inst.res_data
- inst.update_intelligence_strategy_table()
- logger.info("create group and creative request info: %s" % create_group_and_creative_res)
- request = requests.post(create_group_and_creative_url,
- headers=headers,
- data=json.JSONEncoder().encode(create_group_and_creative_res)
- )
- create_group_and_creative_response_data = json.loads(request.text)
- logger.info("请求返回:%s" % create_group_and_creative_response_data)
- self.write(json.dumps({'account_id': inst.account_id,
- 'ai_strategy_id': inst.ai_strategy_uuid,
- 'message': create_group_and_creative_response_data}))
- self.flush()
- else:
- self.write(json.dumps({"message": "operation_type 不支持"}))
- self.flush()
- except Exception:
- logger.error(traceback.format_exc())
- self.write(json.dumps(traceback.format_exc()))
- self.flush()
- # 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
- class ParseAddCampaignOrAddGroupRequest(object):
- def __init__(self, request_data):
- self.ai_strategy_uuid = str(uuid.uuid4())
- self.request_data = request_data
- self.video = self.request_data['video']
- self.account_id = self.request_data['account_id']
- self.campaign_info = self.request_data['campaign_info']
- self.campaign_id = self.request_data['campaign_info'].get('campaign_id', None)
- self.group_info = self.request_data.get('group_info', None)
- self.creative_info = self.request_data.get('creative_info',None)
- self.operation_type = self.request_data['operation_type']
- self.advertiser_strategy_id = None
- self.advertiser_strategy = {}
- self.res_data = {}
- def get_advertiser_strategy_info(self):
- """
- 获取指定账户下客户的策略信息
- 为后续的写入库表,校验一致性做准备
- :return:
- """
- sql = """
- select *
- from ctop_ai_kuaishou_advertiser_strategy
- where account_id = %d
- and status = 1
- limit 1
- """ % self.account_id
- advertiser_strategy_df = pd.read_sql(sql, engine)
- self.advertiser_strategy_id = advertiser_strategy_df['id'].values[0]
- self.advertiser_strategy = advertiser_strategy_df.T.to_dict()[0]
- def write_intelligence_strategy_table(self):
- """
- 请求信息写入 ctop_ai_kuaishou_intelligence_strategy 表中
- :return:
- """
- intelligence_strategy_dict = \
- {
- 'ai_strategy_uuid': self.ai_strategy_uuid,
- 'advertiser_strategy_id': self.advertiser_strategy_id,
- 'account_id': self.account_id,
- 'ai_strategy_receive_content': str(self.request_data),
- 'ai_strategy_remark': self.request_data['ai_strategy_remark'],
- 'create_time': datetime.datetime.now()
- }
- df = pd.DataFrame.from_dict(intelligence_strategy_dict, orient='index').T
- df.to_sql(name="ctop_ai_kuaishou_intelligence_strategy", con=engine, if_exists='append', index=False)
- def update_intelligence_strategy_table(self):
- """
- 拼装之后的json, 更新到 ai_strategy_request_content
- :return:
- """
- db_con = pymysql.connect(host=host,
- port=port,
- user=user,
- password=passwd,
- database=db,
- charset=charset)
- cursor = db_con.cursor()
- cursor.execute("""UPDATE ctop_ai_kuaishou_intelligence_strategy
- SET ai_strategy_request_content= %s
- WHERE ai_strategy_uuid = %s""", (str(self.res_data), self.ai_strategy_uuid))
- db_con.commit()
- db_con.close()
- # 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
- def add_campaign(self):
- """
- 新增广告计划, 创建成功之后写入计划层级操作表中
- :return:
- """
- create_campaign_req_data = \
- {'account_id': self.account_id,
- 'campaign_name': self.campaign_info['campaign_name'],
- 'type': self.advertiser_strategy['campaign_type']}
- request = requests.post(url=create_campaign_url,
- headers=headers,
- data=json.JSONEncoder().encode(create_campaign_req_data))
- res_data = json.loads(request.text)
- # res_data = {
- # "code": 0,
- # "data": {
- # "account_id": 23212,
- # "campaign_id": 30956133,
- # "campaign_create_time": "2021-01-13 13:50:16"
- # },
- # "message": "SUCCESS"}
- if res_data['code'] == 0:
- self.campaign_id = res_data['data']['campaign_id']
- campaign_info_to_db = {
- 'campaign_uuid': str(uuid.uuid4()),
- 'account_id': self.account_id,
- 'ai_strategy_uuid': self.ai_strategy_uuid,
- 'campaign_name': self.campaign_info['campaign_name'],
- 'campaign_id': self.campaign_id,
- 'campaign_type': self.advertiser_strategy['campaign_type'],
- 'operation_type': self.operation_type,
- 'campaign_create_time': res_data['data']['campaign_create_time'],
- 'create_time': datetime.datetime.now()
- }
- df = pd.DataFrame.from_dict(campaign_info_to_db, orient='index').T
- df.to_sql(name="ctop_ai_kuaishou_campaign_level_operation_record",
- con=engine,
- if_exists='append',
- index=False)
- else:
- logger.info("广告计划创建失败:%s, ai_strategy_uuid is %s" %
- (res_data['message'], self.ai_strategy_uuid))
- return -1
- def assemble_group_and_creative_params(self):
- """
- 拼接组和创意层级参数
- 写入数据库
- :return:
- """
- # 1、组层级基本信息
- drop_cols = ['id', 'account_id', 'status', 'campaign_type',
- 'site_id', 'click_track_url', 'impression_url', 'ad_photo_played_t3s_url',
- 'actionbar_click_url',
- 'create_time', 'effective_time', 'expiry_time']
- group_cols_to_list = ['app_store', 'scene_id', 'region', 'district_ids', 'ages_range', 'device_brand',
- 'device_price', 'business_interest', 'fans_star', 'interest_video', 'app_interest',
- 'app_ids', 'population', 'exclude_population', 'paid_audience', 'behavior_interest']
- basic_group_info = self.advertiser_strategy.copy()
- for col in drop_cols:
- del basic_group_info[col]
- # 3、从请求的信息中更新组层级信息, 如组的名称、测试定向、测试出价等, update客户策略信息
- if (self.group_info is not None) and (len(self.group_info) > 0):
- for key, value in self.group_info.items():
- basic_group_info.update({key: value})
- # 发送的请求,这几个字段需要转为 [] 数组
- group_info_to_res_data = basic_group_info.copy()
- for col in group_cols_to_list:
- group_info_to_res_data[col] = eval(group_info_to_res_data[col]) \
- if group_info_to_res_data[col] is not None else None
- # 写入组层级操作记录数据表基本信息
- group_info_to_db = basic_group_info.copy()
- group_info_to_db['ai_strategy_uuid'] = self.ai_strategy_uuid
- group_info_to_db['account_id'] = self.account_id
- group_info_to_db['campaign_id'] = self.campaign_id
- group_info_to_db['operation_type'] = self.operation_type
- # 2、创意层级基本信息
- creative_cols = ['creative_name', 'action_bar_text', 'description', 'short_slogan',
- 'sticker_title', 'overlay_type', 'expose_tag', 'new_expose_tag', 'site_id',
- 'click_track_url', 'impression_url', 'ad_photo_played_t3s_url', 'actionbar_click_url'
- 'creative_category', 'creative_tag']
- basic_creative_info = {}
- for col in creative_cols:
- basic_creative_info[col] = self.advertiser_strategy.get(col)
- # 2.1从请求的信息中更新创意层级的信息,如广告语
- if (self.creative_info is not None) and (len(self.creative_info) > 0):
- for key, value in self.creative_info.items():
- basic_creative_info.update({key: value})
- # 2.2
- creative_info_to_res_data = basic_creative_info.copy()
- creative_cols_to_list = ['creative_tag']
- for col in creative_cols_to_list:
- creative_info_to_res_data[col] = eval(creative_info_to_res_data[col]) \
- if creative_info_to_res_data[col] is not None else None
- # 2.3 写入创意层级操作记录数据表基本信息
- creative_info_to_db = basic_creative_info.copy()
- creative_info_to_db['ai_strategy_uuid'] = self.ai_strategy_uuid
- creative_info_to_db['account_id'] = self.account_id
- creative_info_to_db['campaign_id'] = self.campaign_id
- creative_info_to_db['operation_type'] = self.operation_type
- # 拼接最终请求数据
- self.res_data['group_list'] = []
- group_cnt = 1
- for video in self.video:
- group_uuid = str(uuid.uuid4())
- group_name = basic_group_info['group_name'] + '-' + str(group_cnt)
- # 写入数据表中组信息
- single_group_info_to_db = group_info_to_db.copy()
- single_group_info_to_db['group_uuid'] = group_uuid
- single_group_info_to_db['group_name'] = group_name
- single_group_info_to_db['create_time'] = datetime.datetime.now()
- df = pd.DataFrame.from_dict(single_group_info_to_db, orient='index').T
- df.to_sql(name="ctop_ai_kuaishou_unit_level_operation_record",
- con=engine,
- if_exists='append',
- index=False)
- # 拼装返回json的组信息
- single_group_info_to_res_data = group_info_to_res_data.copy()
- single_group_info_to_res_data['group_uuid'] = group_uuid
- single_group_info_to_res_data['group_name'] = group_name
- single_group_info_to_res_data['creative_list'] = []
- group_cnt += 1
- # 拼装组下面创意的信息
- creative_cnt = 1
- for image_md5 in video['imageList'][: self.advertiser_strategy['image_cnt']]:
- creative_uuid = str(uuid.uuid4())
- creative_name = self.creative_info['creative_name'] + '_' + str(creative_cnt)
- single_creative_info_to_db = creative_info_to_db.copy()
- single_creative_info_to_db['creative_uuid'] = creative_uuid
- single_creative_info_to_db['creative_name'] = creative_name
- single_creative_info_to_db['photo_id'] = video['photo_id']
- single_creative_info_to_db['image_md5'] = image_md5
- single_creative_info_to_db['create_time'] = datetime.datetime.now()
- df = pd.DataFrame.from_dict(single_creative_info_to_db, orient='index').T
- df.to_sql(name="ctop_ai_kuaishou_creative_level_operation_record",
- con=engine,
- if_exists='append',
- index=False)
- single_creative_info_to_res_data = creative_info_to_res_data.copy()
- single_creative_info_to_res_data['creative_uuid'] = creative_uuid
- single_creative_info_to_res_data['creative_name'] = creative_name
- single_creative_info_to_res_data['photo_id'] = video['photo_id']
- single_creative_info_to_res_data['image_md5'] = image_md5
- single_group_info_to_res_data['creative_list'].append(single_creative_info_to_res_data)
- creative_cnt += 1
- # 组和创意信息添加到最终返回数据 group_list 中
- self.res_data['group_list'].append(single_group_info_to_res_data)
- self.res_data['account_id'] = self.account_id
- self.res_data['campaign_id'] = self.campaign_id
- # TODO 修改操作
- class ParseModifyRequest(object):
- def __init__(self):
- pass
- # TODO 关停操作
- class ParseShutDownRequest(object):
- def __init__(self):
- pass
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