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