ai_target_combine_handler.py 28 KB

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  1. import uuid
  2. import datetime
  3. import tornado
  4. import json
  5. import traceback
  6. import pandas as pd
  7. import pymysql
  8. import os
  9. import yaml
  10. import random
  11. import requests
  12. from utils.commonFunc import get_db_engine, is_contains_gender, is_contains_age, is_contains_region
  13. from utils.BaseClass import NpEncoder
  14. from config.url import create_campaign_url, create_group_and_creative_url, headers
  15. with open('config/config.yaml', mode='r', encoding='utf-8') as f:
  16. config = yaml.load(f.read(), Loader=yaml.FullLoader)
  17. class AiTargetCombine(tornado.web.RequestHandler):
  18. def post(self):
  19. # 解析接收到的参数
  20. data = self.request.body
  21. data = str(data, 'utf8')
  22. data = json.loads(data, encoding='utf8')
  23. account_id = data['account_id']
  24. project_id = data['project_id']
  25. try:
  26. # 1、创建类实例
  27. ins = GetTargetAndAssemblyParameters(account_id, project_id)
  28. # 2、判断当天是否已经存在包含【优质定向】的广告计划,如果有则获取该计划id,否则需要新建计划
  29. sql = """select campaign_id, campaign_name from ctop_kuaishou_campaign
  30. where account_id = %s
  31. and put_create_time >= curdate()
  32. and campaign_name like %%优质定向%% """ % ins.account_id
  33. df = pd.read_sql(sql, ins.engine)
  34. if df.empty:
  35. ins.add_campaign()
  36. else:
  37. ins.campaign_id = df['campaign_id'].values[0]
  38. # 3、发送创建组和创意的请求
  39. request = requests.post(create_group_and_creative_url,
  40. headers=headers,
  41. data=json.dumps(ins.request_data, cls=NpEncoder))
  42. response_data = json.loads(request.text)
  43. # 4 接口的返回信息更新到数据库表
  44. ins.update_intelligence_strategy_table(message=response_data)
  45. except:
  46. # 这个是打印到控制台吗?
  47. self.write(json.dumps({"account_id": account_id, "message": traceback.format_exc(), "code": -1}))
  48. self.flush()
  49. class GetTargetAndAssemblyParameters(object):
  50. def __init__(self, account_id, project_id):
  51. self.account_id = account_id
  52. self.project_id = project_id
  53. self.engine = None
  54. self.db_config = None
  55. self.signature_target_combine = None
  56. self.final_target_combine = []
  57. self.advertiser_strategy_id = None
  58. self.advertiser_strategy = {}
  59. self.ai_strategy_uuid = str(uuid.uuid4())
  60. self.request_data = None
  61. self.campaign_id = None
  62. self.operation_type = 1 # 新增广告组
  63. self.get_database_engine() # 获取数据库信息
  64. self.get_advertiser_strategy_info() # 获取账户配置信息
  65. self.get_signature_and_target() # 获取定向组合
  66. self.target_combine_is_subset() # 过滤出为账户相信子集的定向组合
  67. self.assembly_group_and_creative_params() # 拼装广告组和创意的参数
  68. self.write_intelligence_strategy_table() # 以上信息写如到智能策略表中
  69. def get_database_engine(self):
  70. # 数据库连接引擎,依据开发环境/生产环境 进行切换
  71. if os.getenv('environment', 'unknown') == 'dev':
  72. self.engine = get_db_engine(config['devDB'])
  73. self.db_config = config['devDB']
  74. else:
  75. self.engine = get_db_engine(config['productDB'])
  76. self.db_config = config['productDB']
  77. def get_advertiser_strategy_info(self):
  78. """
  79. 获取指定账户下客户的策略信息
  80. 为后续的写入库表,校验一致性做准备
  81. """
  82. sql = """
  83. select *
  84. from ctop_ai_kuaishou_advertiser_strategy
  85. where account_id = %d
  86. limit 1
  87. """ % self.account_id
  88. advertiser_strategy_df = pd.read_sql(sql, self.engine)
  89. self.advertiser_strategy_id = int(advertiser_strategy_df['id'].values[0])
  90. self.advertiser_strategy = advertiser_strategy_df.T.to_dict()[0]
  91. def add_campaign(self):
  92. """
  93. 新增广告计划,如果存在则跳过。
  94. response_data = {
  95. "code": 0,
  96. "data": {
  97. "account_id": 23212,
  98. "campaign_id": 30956133,
  99. "campaign_create_time": "2021-01-13 13:50:16"
  100. },
  101. "message": "SUCCESS"}
  102. """
  103. # 1、请求创建广告计划的接口
  104. campaign_name = self.advertiser_strategy['campaign_name'] + '_优质定向'
  105. create_campaign_request_data = {'account_id': self.account_id,
  106. 'campaign_name': campaign_name,
  107. 'type': self.advertiser_strategy['campaign_type']}
  108. request = requests.post(url=create_campaign_url,
  109. headers=headers,
  110. data=json.JSONEncoder().encode(create_campaign_request_data))
  111. response_data = json.loads(request.text)
  112. # 2、对接口返回的结果处理
  113. campaign_info_to_db = {
  114. 'campaign_uuid': str(uuid.uuid4()),
  115. 'account_id': self.account_id,
  116. 'ai_strategy_uuid': self.ai_strategy_uuid,
  117. 'campaign_name': campaign_name,
  118. 'campaign_type': self.advertiser_strategy['campaign_type'],
  119. 'create_time': datetime.datetime.now()
  120. }
  121. res = 0
  122. if response_data['code'] == 0:
  123. self.campaign_id = response_data['data'].get('campaign_id', None)
  124. campaign_info_to_db['campaign_id'] = self.campaign_id
  125. campaign_info_to_db['campaign_create_time'] = response_data['data'].get('campaign_create_time', None)
  126. campaign_info_to_db['status'] = response_data.get('code', None)
  127. campaign_info_to_db['message'] = response_data.get('message', None)
  128. else:
  129. campaign_info_to_db['message'] = response_data['message']
  130. campaign_info_to_db['status'] = response_data['code']
  131. res = -1
  132. # 3、写入计划层级的操作表
  133. df = pd.DataFrame.from_dict(campaign_info_to_db, orient='index').T
  134. df.to_sql(name="ctop_ai_kuaishou_campaign_level_operation_record",
  135. con=self.engine,
  136. if_exists='append',
  137. index=False)
  138. return res
  139. def get_signature_and_target(self):
  140. """
  141. 从 ctop_ai_kuaishou_signature_recommended_target_combine 表中读取素材和对应的定向
  142. 读取配置文件的条件,筛选出符合条件的定向组合
  143. """
  144. sql = """
  145. select * from ctop_ai_kuaishou_signature_recommended_target_combine where project_id = %s and stat_date = curdate()
  146. """ % self.project_id
  147. df = pd.read_sql(sql, self.engine)
  148. # 计算组合的概率,相对于实际投放概率高出了百分之多少
  149. df['improve_ratio'] = (df['combine_estimate_prob'] - df['actual_prob']) / df['actual_prob']
  150. # 两种类型的过滤标准不一样,分开进行判断,然后对结果进行合并
  151. df_1 = df[(df['target_type'] == 'action_ratio') &
  152. (df['improve_ratio'] >= config['filterTargetCombine']['actionRatio']['improveRatio']) &
  153. (df['sample_size'] >= config['filterTargetCombine']['actionRatio']['sampleSize'])]
  154. df_2 = df[(df['target_type'] == 'convertRatio') &
  155. (df['improve_ratio'] >= config['filterTargetCombine']['convertRatio']['improveRatio']) &
  156. (df['sample_size'] >= config['filterTargetCombine']['convertRatio']['sampleSize'])]
  157. merge_df = pd.concat([df_1, df_2], axis=0)
  158. self.signature_target_combine = merge_df[['signature', 'age', 'gender', 'city', 'business', 'province', 'client']]. \
  159. to_dict(orient='records')
  160. def write_intelligence_strategy_table(self):
  161. """
  162. 拼接好的组创意的参数写入到 ctop_ai_kuaishou_intelligence_strategy 中的 ai_strategy_request_content
  163. """
  164. intelligence_strategy_dict = \
  165. {
  166. 'ai_strategy_uuid': self.ai_strategy_uuid,
  167. 'advertiser_strategy_id': self.advertiser_strategy_id,
  168. 'account_id': self.account_id,
  169. 'ai_strategy_request_content': str(self.request_data),
  170. 'ai_strategy_remark': '优质定向组合',
  171. 'create_time': datetime.datetime.now()
  172. }
  173. df = pd.DataFrame.from_dict(intelligence_strategy_dict, orient='index').T
  174. df.to_sql(name="ctop_ai_kuaishou_intelligence_strategy",
  175. con=self.engine,
  176. if_exists='append',
  177. index=False)
  178. def target_combine_is_subset(self):
  179. """
  180. ctop_ai_kuaishou_signature_recommended_target_combine 表中的 city 和 province 都对应 self.advertiser_strategy 的 region [] varchar
  181. age 对应 ages_range [] varchar
  182. client 对应 platform_os int
  183. business_interest 对应 business_interest varchar
  184. gender 对应 gender int
  185. """
  186. for item in self.signature_target_combine:
  187. gender_bool, gender_dict = is_contains_gender(item['gender'], self.advertiser_strategy['gender'])
  188. age_bool, age_dict = is_contains_age(item['age'],
  189. self.advertiser_strategy['age_min'],
  190. self.advertiser_strategy['age_max'],
  191. self.advertiser_strategy['ages_range'])
  192. region_bool, region_dict = is_contains_region(item['city'], self.advertiser_strategy['region'])
  193. if gender_bool & age_bool & region_bool:
  194. target_combine = {'signature': item['signature']}
  195. target_combine.update(gender_dict)
  196. target_combine.update(age_dict)
  197. target_combine.update(region_dict)
  198. self.final_target_combine.append(target_combine)
  199. else:
  200. # TODO logger
  201. pass
  202. # 从集合中随机选取N个组合
  203. combine_cnt = config['filterTargetCombine']['combineCnt']
  204. self.final_target_combine = random.shuffle(self.final_target_combine)[:combine_cnt]
  205. def assembly_group_and_creative_params(self):
  206. """
  207. 拼接参数,请求创建接口
  208. """
  209. group_params, group_params_to_db = self.get_group_params()
  210. creative_params, creative_params_to_db = self.get_creative_params()
  211. self.request_data['group_list'] = []
  212. group_cnt = 1
  213. batch_group_params_to_db = []
  214. batch_creative_params_to_db = []
  215. for item in self.final_target_combine:
  216. group_uuid = str(uuid.uuid4())
  217. group_name = group_params['unit_name']
  218. # 获取素材名称, 在广告组命名中进行替换 (同时获取photo_id, 用于拼装创意层级的参数)
  219. sql = """select photo_id, photo_name from ctop_kuaishou_video_get where account_id = %s and signature = '%s' limit 1""" % \
  220. (self.account_id, item['signature'])
  221. signature_df = pd.read(sql, self.engine)
  222. photo_name = signature_df['photo_name'].values[0]
  223. photo_id = signature_df['photo_id'].values[0]
  224. group_name.replace('{{素材名称}}', photo_name)
  225. group_name = group_name + '_优质定向' + '_' + str(group_cnt)
  226. # 写入数据表中组信息
  227. single_group_params_to_db = group_params_to_db.copy()
  228. single_group_params_to_db['group_uuid'] = group_uuid
  229. single_group_params_to_db['group_name'] = group_name
  230. single_group_params_to_db['create_time'] = datetime.datetime.now()
  231. batch_group_params_to_db.append(single_group_params_to_db)
  232. # 拼装返回json的组信息
  233. single_group_params_to_request = group_params.copy()
  234. single_group_params_to_request['group_uuid'] = group_uuid
  235. single_group_params_to_request['unit_name'] = group_name
  236. single_group_params_to_request['creative_list'] = []
  237. group_cnt += 1
  238. # 拼装广告组下面的创意信息
  239. # 一个素材组合为15个一样的创意,因信息流已经下架,不需要提供封面信息
  240. creative_cnt = 1
  241. for cnt in range(15):
  242. creative_uuid = str(uuid.uuid4())
  243. creative_name = creative_params_to_db['creative_name'] + '_' + str(creative_cnt)
  244. single_creative_params_to_db = creative_params_to_db.copy()
  245. single_creative_params_to_db['creative_uuid'] = creative_uuid
  246. single_creative_params_to_db['creative_name'] = creative_name
  247. single_creative_params_to_db['photo_id'] = int(photo_id)
  248. single_creative_params_to_db['create_time'] = datetime.datetime.now()
  249. batch_creative_params_to_db.append(single_creative_params_to_db)
  250. single_creative_params_to_request = creative_params.copy()
  251. single_creative_params_to_request['creative_uuid'] = creative_uuid
  252. single_creative_params_to_request['creative_name'] = creative_name
  253. single_creative_params_to_request['photo_id'] = int(photo_id)
  254. # 单个创意信息加入到组里面的 creative_list 中
  255. single_group_params_to_request['creative_list'].append(single_creative_params_to_request)
  256. creative_cnt += 1
  257. # 组和创意信息添加到最终返回数据 group_list 中
  258. self.request_data['group_list'].append(single_group_params_to_request)
  259. # 创意层级信息批量写入数据库
  260. creative_df = pd.DataFrame(batch_creative_params_to_db)
  261. creative_df.to_sql(name="ctop_ai_kuaishou_creative_level_operation_record",
  262. con=self.engine,
  263. if_exists='append',
  264. index=False)
  265. # 组层级信息批量写入数据库
  266. group_df = pd.DataFrame(batch_group_params_to_db)
  267. group_df.to_sql(name="ctop_ai_kuaishou_unit_level_operation_record",
  268. con=self.engine,
  269. if_exists='append',
  270. index=False)
  271. self.request_data['account_id'] = self.account_id
  272. self.request_data['campaign_id'] = self.campaign_id
  273. def get_group_params(self):
  274. # 1、从账户信息表读取基本的配置信息
  275. group_params = {'unit_name': self.advertiser_strategy.get('group_name'),
  276. 'put_status': self.advertiser_strategy.get('group_status'),
  277. 'template_id': self.advertiser_strategy.get('template_id'),
  278. 'bid_type': self.advertiser_strategy.get('bid_type'),
  279. 'use_app_market': self.advertiser_strategy.get('use_app_market'),
  280. 'app_store': eval(self.advertiser_strategy.get('app_store')) if self.advertiser_strategy.get('app_store') else None,
  281. 'bid': self.advertiser_strategy.get('bid'),
  282. 'cpa_bid': self.advertiser_strategy.get('cpa_bid'),
  283. 'smart_bid': self.advertiser_strategy.get('smart_bid'),
  284. 'ocpx_action_type': self.advertiser_strategy.get('ocpx_action_type'),
  285. 'deep_conversion_type': self.advertiser_strategy.get('deep_conversion_type'),
  286. 'scene_id': eval(self.advertiser_strategy.get('scene_id')) if self.advertiser_strategy.get('scene_id') else None,
  287. 'unit_type': self.advertiser_strategy.get('unit_type'),
  288. 'begin_time': self.advertiser_strategy.get('begin_time'),
  289. 'end_time': self.advertiser_strategy.get('end_time'),
  290. 'schedule_time': self.advertiser_strategy.get('schedule_time'),
  291. 'day_budget': self.advertiser_strategy.get('unit_day_budget'),
  292. 'day_budget_schedule': eval(self.advertiser_strategy.get('unit_day_budget_schedule'))
  293. if self.advertiser_strategy.get('unit_day_budget_schedule') else None,
  294. 'convert_id': self.advertiser_strategy.get('convert_id'),
  295. 'url_type': self.advertiser_strategy.get('url_type'),
  296. 'web_uri_type': self.advertiser_strategy.get('web_uri_type'),
  297. 'url': self.advertiser_strategy.get('url'),
  298. 'schema_uri': self.advertiser_strategy.get('schema_uri'),
  299. 'app_id': self.advertiser_strategy.get('app_id'),
  300. 'show_mode': self.advertiser_strategy.get('show_mode'),
  301. 'speed': self.advertiser_strategy.get('speed'),
  302. 'site_type': self.advertiser_strategy.get('site_type'),
  303. 'gift_data': self.advertiser_strategy.get('gift_data'),
  304. 'video_landing_page': self.advertiser_strategy.get('video_landing_page'),
  305. 'auto_target': self.advertiser_strategy.get('auto_target'),
  306. 'auto_create_photo': self.advertiser_strategy.get('auto_create_photo'),
  307. 'item_id': self.advertiser_strategy.get('item_id'),
  308. 'merchant_item_put_type ': self.advertiser_strategy.get('merchant_item_put_type '),
  309. 'fiction_id': self.advertiser_strategy.get('fiction_id'),
  310. 'smart_cover': self.advertiser_strategy.get('smart_cover'),
  311. 'asset_mining': self.advertiser_strategy.get('asset_mining'),
  312. 'consult_id': self.advertiser_strategy.get('consult_id'),
  313. 'adv_card_option': self.advertiser_strategy.get('adv_card_option'),
  314. 'adv_card_list': self.advertiser_strategy.get('adv_card_list'),
  315. 'card_type': self.advertiser_strategy.get('card_type'),
  316. 'merchandise_id': self.advertiser_strategy.get('merchandise_id'),
  317. 'merchandise_type': self.advertiser_strategy.get('merchandise_type'),
  318. 'intention_target': self.advertiser_strategy.get('intention_target'),
  319. 'dpa_unit_param': self.advertiser_strategy.get('dpa_unit_param'),
  320. 'region': self.advertiser_strategy.get('region'),
  321. 'district_ids': self.advertiser_strategy.get('district_ids'),
  322. 'user_type': self.advertiser_strategy.get('user_type'),
  323. 'age_min': self.advertiser_strategy.get('age_min'),
  324. 'age_max': self.advertiser_strategy.get('age_min'),
  325. 'ages_range': eval(self.advertiser_strategy.get('ages_range'))
  326. if self.advertiser_strategy.get('ages_range') else None,
  327. 'gender': self.advertiser_strategy.get('gender'),
  328. 'platform_os': self.advertiser_strategy.get('platform_os'),
  329. 'android_osv': self.advertiser_strategy.get('android_osv'),
  330. 'ios_osv': self.advertiser_strategy.get('ios_osv'),
  331. 'network': self.advertiser_strategy.get('network'),
  332. 'device_brand': eval(self.advertiser_strategy.get('device_brand'))
  333. if self.advertiser_strategy.get('device_brand') else None,
  334. 'device_price': self.advertiser_strategy.get('device_price'),
  335. 'business_interest_type': self.advertiser_strategy.get('business_interest_type'),
  336. 'business_interest': eval(self.advertiser_strategy.get('business_interest'))
  337. if self.advertiser_strategy.get('business_interest') else None,
  338. 'fans_star': eval(self.advertiser_strategy.get('fans_star'))
  339. if self.advertiser_strategy.get('fans_star') else None,
  340. 'interest_video': eval(self.advertiser_strategy.get('interest_video'))
  341. if self.advertiser_strategy.get('interest_video') else None,
  342. 'app_interest': eval(self.advertiser_strategy.get('app_interest'))
  343. if self.advertiser_strategy.get('app_interest') else None,
  344. 'app_interest_ids': eval(self.advertiser_strategy.get('app_interest_ids'))
  345. if self.advertiser_strategy.get('app_interest_ids') else None,
  346. 'app_ids': eval(self.advertiser_strategy.get('app_ids'))
  347. if self.advertiser_strategy.get('app_ids') else None,
  348. 'filter_converted_level ': self.advertiser_strategy.get('filter_converted_level '),
  349. 'population': eval(self.advertiser_strategy.get('population'))
  350. if self.advertiser_strategy.get('population') else None,
  351. 'exclude_population': eval(self.advertiser_strategy.get('exclude_population'))
  352. if self.advertiser_strategy.get('exclude_population') else None,
  353. 'paid_audience': eval(self.advertiser_strategy.get('paid_audience'))
  354. if self.advertiser_strategy.get('paid_audience') else None,
  355. 'is_open': self.advertiser_strategy.get('is_open'),
  356. 'no_age_break': self.advertiser_strategy.get('no_age_break'),
  357. 'no_gender_break': self.advertiser_strategy.get('no_gender_break'),
  358. 'no_area_break': self.advertiser_strategy.get('no_area_break'),
  359. 'behavior_interest': self.advertiser_strategy.get('behavior_interest')
  360. }
  361. # 2、smart_cover 和 asset_mining 需要将0/1 转化为 False/True
  362. group_params['smart_cover'] = True if group_params.get('smart_cover', 0) == 1 else False
  363. group_params['asset_mining'] = True if group_params.get('asset_mining', 0) == 1 else False
  364. # 3、广告组名称,通配符的替换
  365. # 900299 -{{广告位置}}--{{创意制作方式}}--{{日期}}- (日期、素材名称、应用名称、应用标记、创意制作方式、广告位置)
  366. # 3-1 获取应用标记和应用名称
  367. sql = """select app_version, app_name from ctop_kuaishou_app_list where app_id = % limit 1""" % \
  368. group_params.get('app_id')
  369. app_info_df = pd.read_sql(sql, self.engine)
  370. app_version = app_info_df['app_version'].values[0]
  371. app_name = app_info_df['app_name'].values[0]
  372. # 3-2 素材名称, 在拼装广告组和创意层级函数中获取
  373. # 3-3 获取创意制作方式
  374. unit_type = '自定义' if group_params.get('unit_type') == 4 \
  375. else ('程序化创意' if group_params.get('unit_type') == 5 else '程序化创意2.0')
  376. # 3-4 获取广告位置
  377. scene_id_dict = {1: '优选广告位',
  378. 3: '视频播放页广告-便利贴广告',
  379. 5: '联盟广告',
  380. 6: '上下滑大屏广告',
  381. 7: '信息流广告',
  382. 10: '联盟场景'}
  383. scene_id = '+'.join([scene_id_dict[item] for item in group_params.get('scene_id')])
  384. unit_name = group_params['unit_name'].replace('{{应用标记}}', app_version). \
  385. replace('{{应用名称}}', app_name). \
  386. replace('{{创意制作方式}}', unit_type). \
  387. replace('{{广告位置}}', scene_id)
  388. # 3-5 日期, 在拼装广告组和创意层级函数中获取
  389. now_date = str(datetime.datetime.now().date())
  390. if '日期' in group_params['unit_name']:
  391. unit_name = unit_name.replace('{{日期}}', now_date)
  392. else:
  393. unit_name = unit_name + '_' + now_date
  394. group_params['unit_name'] = unit_name
  395. # 4、处理 cpa_bid
  396. # 因为存在 【单出价请输入单数字,阶梯出价请用/隔开】 如:1900/2000/2100 cpa_bid varchar(255) DEFAULT NULL COMMENT '出价'
  397. # 处理方式按'/'进行分割,取最后一个值(也就是最大值),并转化为int型
  398. group_params['cpa_bid'] = int(group_params['cpa_bid'].split('/')[-1]) if '/' in group_params['cpa_bid'] \
  399. else (int(group_params['cpa_bid'].split('-')[-1]) if '-' in group_params['cpa_bid'] else int(group_params['cpa_bid']))
  400. # 5、 写入数据库的组参数
  401. group_params_to_db = group_params.copy()
  402. group_params_to_db['group_name'] = group_params_to_db.pop('unit_name')
  403. group_params_to_db['ai_strategy_uuid'] = self.ai_strategy_uuid
  404. group_params_to_db['account_id'] = self.account_id
  405. group_params_to_db['campaign_id'] = self.campaign_id
  406. group_params_to_db['operation_type'] = self.operation_type
  407. group_params_to_db['status'] = 1
  408. group_params_to_db['message'] = None
  409. return group_params, group_params_to_db
  410. def get_creative_params(self):
  411. # 1、从账户信息表读取基本的配置信息
  412. creative_params = {'creative_name': self.advertiser_strategy.get('creative_name'),
  413. 'put_status': self.advertiser_strategy.get('put_status'),
  414. 'action_bar_text': self.advertiser_strategy.get('action_bar_text'),
  415. 'description': self.advertiser_strategy.get('description'),
  416. 'short_slogan': self.advertiser_strategy.get('short_slogan'),
  417. 'sticker_title': self.advertiser_strategy.get('sticker_title'),
  418. 'overlay_type': self.advertiser_strategy.get('overlay_type'),
  419. 'expose_tag': self.advertiser_strategy.get('expose_tag'),
  420. 'new_expose_tag': eval(self.advertiser_strategy.get('new_expose_tag'))
  421. if self.advertiser_strategy.get('new_expose_tag') else None,
  422. 'site_id': self.advertiser_strategy.get('site_id'),
  423. 'click_track_url': self.advertiser_strategy.get('click_track_url'),
  424. 'impression_url': self.advertiser_strategy.get('impression_url'),
  425. 'ad_photo_played_t3s_url': self.advertiser_strategy.get('ad_photo_played_t3s_url'),
  426. 'actionbar_click_url': self.advertiser_strategy.get('actionbar_click_url'),
  427. 'creative_category': self.advertiser_strategy.get('creative_category'),
  428. 'creative_tag': eval(self.advertiser_strategy.get('creative_tag'))
  429. if self.advertiser_strategy.get('creative_tag') else None,
  430. 'live_creative_type': self.advertiser_strategy.get('live_creative_type')
  431. }
  432. # 2 写入数据库的创意参数
  433. creative_params_to_db = creative_params.copy()
  434. creative_params_to_db['ai_strategy_uuid'] = self.ai_strategy_uuid
  435. creative_params_to_db['account_id'] = self.account_id
  436. creative_params_to_db['campaign_id'] = self.campaign_id
  437. creative_params_to_db['operation_type'] = self.operation_type
  438. creative_params_to_db['status'] = 1
  439. creative_params_to_db['message'] = None
  440. return creative_params, creative_params_to_db
  441. def update_intelligence_strategy_table(self, message=None):
  442. """
  443. 更新 intelligence_strategy_table
  444. :return:
  445. """
  446. db_con = pymysql.connect(host=self.db_config['host'],
  447. port=self.db_config['port'],
  448. user=self.db_config['username'],
  449. password=self.db_config['password'],
  450. database=self.db_config['database'],
  451. charset='utf8')
  452. cursor = db_con.cursor()
  453. if message:
  454. cursor.execute("""UPDATE ctop_ai_kuaishou_intelligence_strategy
  455. SET message = %s
  456. WHERE ai_strategy_uuid = %s""", (str(message), self.ai_strategy_uuid))
  457. db_con.commit()
  458. db_con.close()