ai_strategy_request_func.py 14 KB

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  1. import datetime
  2. import json
  3. import traceback
  4. import uuid
  5. from logging.handlers import TimedRotatingFileHandler
  6. import pandas as pd
  7. import requests
  8. from utils.BaseClass import *
  9. from utils.DataBaseConfig import *
  10. from utils.LogConfig import *
  11. from utils.UrlConfig import *
  12. log_handler = TimedRotatingFileHandler("logs/ai_strategy_request/ai_strategy_request.log",
  13. when="midnight", backupCount=100)
  14. log_handler.setFormatter(log_formatter)
  15. logger = logging.getLogger('ai_strategy_request_logger')
  16. logger.addHandler(log_handler)
  17. logger.setLevel(logging.DEBUG)
  18. print('id of ai_strategy_request_logger %s' % id(logger))
  19. def ai_strategy_request_parse(data):
  20. """
  21. :param data:
  22. :return:
  23. """
  24. if data["operation_type"] == 1:
  25. inst = ParseAddCampaignOrAddGroupRequest(data)
  26. inst.get_advertiser_strategy_info()
  27. inst.write_intelligence_strategy_table()
  28. if inst.campaign_id == "" or inst.campaign_id is None:
  29. if inst.add_campaign() == -1:
  30. return {'code': -2, 'message': '广告计划创建失败!'}
  31. inst.assemble_group_and_creative_params()
  32. create_group_and_creative_res = inst.res_data
  33. inst.update_intelligence_strategy_table()
  34. logger.info("create group and creative request info: %s" % create_group_and_creative_res)
  35. request = requests.post(create_group_and_creative_url,
  36. headers=headers,
  37. data=json.JSONEncoder().encode(create_group_and_creative_res)
  38. )
  39. response_data = json.loads(request.text)
  40. logger.info("请求返回:%s" % response_data)
  41. return {'code': 0, 'message': response_data}
  42. else:
  43. return {'code': -1, 'message': '暂时不支持非新增的操作请求!'}
  44. # 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
  45. class ParseAddCampaignOrAddGroupRequest(object):
  46. def __init__(self, request_data):
  47. self.ai_strategy_uuid = str(uuid.uuid4())
  48. self.request_data = request_data
  49. self.video = self.request_data['video']
  50. self.account_id = self.request_data['account_id']
  51. self.campaign_info = self.request_data['campaign_info']
  52. self.campaign_id = self.request_data['campaign_info'].get('campaign_id', None)
  53. self.group_info = self.request_data.get('group_info', None)
  54. self.creative_info = self.request_data.get('creative_info',None)
  55. self.operation_type = self.request_data['operation_type']
  56. self.advertiser_strategy_id = None
  57. self.advertiser_strategy = {}
  58. self.res_data = {}
  59. def get_advertiser_strategy_info(self):
  60. """
  61. 获取指定账户下客户的策略信息
  62. 为后续的写入库表,校验一致性做准备
  63. :return:
  64. """
  65. sql = """
  66. select *
  67. from ctop_ai_kuaishou_advertiser_strategy
  68. where account_id = %d
  69. and status = 1
  70. limit 1
  71. """ % self.account_id
  72. advertiser_strategy_df = pd.read_sql(sql, engine)
  73. self.advertiser_strategy_id = advertiser_strategy_df['id'].values[0]
  74. self.advertiser_strategy = advertiser_strategy_df.T.to_dict()[0]
  75. def write_intelligence_strategy_table(self):
  76. """
  77. 请求信息写入 ctop_ai_kuaishou_intelligence_strategy 表中
  78. :return:
  79. """
  80. intelligence_strategy_dict = \
  81. {
  82. 'ai_strategy_uuid': self.ai_strategy_uuid,
  83. 'advertiser_strategy_id': self.advertiser_strategy_id,
  84. 'account_id': self.account_id,
  85. 'ai_strategy_receive_content': str(self.request_data),
  86. 'ai_strategy_remark': self.request_data['ai_strategy_remark'],
  87. 'create_time': datetime.datetime.now()
  88. }
  89. df = pd.DataFrame.from_dict(intelligence_strategy_dict, orient='index').T
  90. df.to_sql(name="ctop_ai_kuaishou_intelligence_strategy", con=engine, if_exists='append', index=False)
  91. def update_intelligence_strategy_table(self):
  92. """
  93. 拼装之后的json, 更新到 ai_strategy_request_content
  94. :return:
  95. """
  96. db_con = pymysql.connect(host=host,
  97. port=port,
  98. user=user,
  99. password=passwd,
  100. database=db,
  101. charset=charset)
  102. cursor = db_con.cursor()
  103. cursor.execute("""UPDATE ctop_ai_kuaishou_intelligence_strategy
  104. SET ai_strategy_request_content= %s
  105. WHERE ai_strategy_uuid = %s""", (str(self.res_data), self.ai_strategy_uuid))
  106. db_con.commit()
  107. db_con.close()
  108. # 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
  109. def add_campaign(self):
  110. """
  111. 新增广告计划, 创建成功之后写入计划层级操作表中
  112. :return:
  113. """
  114. create_campaign_req_data = \
  115. {'account_id': self.account_id,
  116. 'campaign_name': self.campaign_info['campaign_name'],
  117. 'type': self.advertiser_strategy['campaign_type']}
  118. request = requests.post(url=create_campaign_url,
  119. headers=headers,
  120. data=json.JSONEncoder().encode(create_campaign_req_data))
  121. res_data = json.loads(request.text)
  122. # res_data = {
  123. # "code": 0,
  124. # "data": {
  125. # "account_id": 23212,
  126. # "campaign_id": 30956133,
  127. # "campaign_create_time": "2021-01-13 13:50:16"
  128. # },
  129. # "message": "SUCCESS"}
  130. if res_data['code'] == 0:
  131. self.campaign_id = res_data['data']['campaign_id']
  132. campaign_info_to_db = {
  133. 'campaign_uuid': str(uuid.uuid4()),
  134. 'account_id': self.account_id,
  135. 'ai_strategy_uuid': self.ai_strategy_uuid,
  136. 'campaign_name': self.campaign_info['campaign_name'],
  137. 'campaign_id': self.campaign_id,
  138. 'campaign_type': self.advertiser_strategy['campaign_type'],
  139. 'operation_type': self.operation_type,
  140. 'campaign_create_time': res_data['data']['campaign_create_time'],
  141. 'create_time': datetime.datetime.now()
  142. }
  143. df = pd.DataFrame.from_dict(campaign_info_to_db, orient='index').T
  144. df.to_sql(name="ctop_ai_kuaishou_campaign_level_operation_record",
  145. con=engine,
  146. if_exists='append',
  147. index=False)
  148. else:
  149. logger.info("广告计划创建失败:%s, ai_strategy_uuid is %s" %
  150. (res_data['message'], self.ai_strategy_uuid))
  151. return -1
  152. def assemble_group_and_creative_params(self):
  153. """
  154. 拼接组和创意层级参数
  155. 写入数据库
  156. :return:
  157. """
  158. # 1、组层级基本信息
  159. drop_cols = ['id', 'account_id', 'status', 'campaign_type', 'campaign_name', 'group_name',
  160. 'creative_name', 'action_bar_text', 'description', 'short_slogan',
  161. 'sticker_title', 'overlay_type', 'expose_tag', 'new_expose_tag', 'site_id',
  162. 'click_track_url', 'impression_url', 'ad_photo_played_t3s_url', 'actionbar_click_url',
  163. 'creative_category', 'creative_tag', 'image_cnt',
  164. 'create_time', 'effective_time', 'expiry_time']
  165. group_cols_to_list = ['app_store', 'scene_id', 'region', 'district_ids', 'ages_range', 'device_brand',
  166. 'device_price', 'business_interest', 'fans_star', 'interest_video', 'app_interest',
  167. 'app_ids', 'population', 'exclude_population', 'paid_audience', 'behavior_interest']
  168. basic_group_info = self.advertiser_strategy.copy()
  169. for col in drop_cols:
  170. del basic_group_info[col]
  171. # 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
  172. if (self.group_info is not None) and (len(self.group_info) > 0):
  173. for key, value in self.group_info.items():
  174. basic_group_info.update({key: value})
  175. # 发送的请求,这几个字段需要转为 [] 数组
  176. group_info_to_res_data = basic_group_info.copy()
  177. for col in group_cols_to_list:
  178. group_info_to_res_data[col] = eval(group_info_to_res_data[col]) \
  179. if group_info_to_res_data[col] is not None else None
  180. # 写入组层级操作记录数据表基本信息
  181. group_info_to_db = basic_group_info.copy()
  182. group_info_to_db['ai_strategy_uuid'] = self.ai_strategy_uuid
  183. group_info_to_db['account_id'] = self.account_id
  184. group_info_to_db['campaign_id'] = self.campaign_id
  185. group_info_to_db['operation_type'] = self.operation_type
  186. # 2、创意层级基本信息
  187. creative_cols = ['creative_name', 'action_bar_text', 'description', 'short_slogan',
  188. 'sticker_title', 'overlay_type', 'expose_tag', 'new_expose_tag', 'site_id',
  189. 'click_track_url', 'impression_url', 'ad_photo_played_t3s_url', 'actionbar_click_url',
  190. 'creative_category', 'creative_tag']
  191. basic_creative_info = {}
  192. for col in creative_cols:
  193. basic_creative_info[col] = self.advertiser_strategy.get(col)
  194. # 2.1从请求的信息中更新创意层级的信息,如广告语
  195. if (self.creative_info is not None) and (len(self.creative_info) > 0):
  196. for key, value in self.creative_info.items():
  197. basic_creative_info.update({key: value})
  198. # 2.2
  199. creative_info_to_res_data = basic_creative_info.copy()
  200. creative_cols_to_list = ['creative_tag']
  201. for col in creative_cols_to_list:
  202. creative_info_to_res_data[col] = eval(creative_info_to_res_data[col]) \
  203. if creative_info_to_res_data[col] is not None else None
  204. # 2.3 写入创意层级操作记录数据表基本信息
  205. creative_info_to_db = basic_creative_info.copy()
  206. creative_info_to_db['ai_strategy_uuid'] = self.ai_strategy_uuid
  207. creative_info_to_db['account_id'] = self.account_id
  208. creative_info_to_db['campaign_id'] = self.campaign_id
  209. creative_info_to_db['operation_type'] = self.operation_type
  210. # 拼接最终请求数据
  211. self.res_data['group_list'] = []
  212. group_cnt = 1
  213. for video in self.video:
  214. group_uuid = str(uuid.uuid4())
  215. group_name = basic_group_info['group_name'] + '-' + str(group_cnt)
  216. # 写入数据表中组信息
  217. single_group_info_to_db = group_info_to_db.copy()
  218. single_group_info_to_db['group_uuid'] = group_uuid
  219. single_group_info_to_db['group_name'] = group_name
  220. single_group_info_to_db['create_time'] = datetime.datetime.now()
  221. df = pd.DataFrame.from_dict(single_group_info_to_db, orient='index').T
  222. df.to_sql(name="ctop_ai_kuaishou_unit_level_operation_record",
  223. con=engine,
  224. if_exists='append',
  225. index=False)
  226. # 拼装返回json的组信息
  227. single_group_info_to_res_data = group_info_to_res_data.copy()
  228. single_group_info_to_res_data['group_uuid'] = group_uuid
  229. single_group_info_to_res_data['group_name'] = group_name
  230. single_group_info_to_res_data['creative_list'] = []
  231. group_cnt += 1
  232. # 拼装组下面创意的信息
  233. creative_cnt = 1
  234. for image_md5 in video['imageList'][: self.advertiser_strategy['image_cnt']]:
  235. creative_uuid = str(uuid.uuid4())
  236. creative_name = basic_creative_info['creative_name'] + '_' + str(creative_cnt)
  237. single_creative_info_to_db = creative_info_to_db.copy()
  238. single_creative_info_to_db['creative_uuid'] = creative_uuid
  239. single_creative_info_to_db['creative_name'] = creative_name
  240. single_creative_info_to_db['photo_id'] = video['photo_id']
  241. single_creative_info_to_db['image_md5'] = image_md5
  242. single_creative_info_to_db['create_time'] = datetime.datetime.now()
  243. df = pd.DataFrame.from_dict(single_creative_info_to_db, orient='index').T
  244. df.to_sql(name="ctop_ai_kuaishou_creative_level_operation_record",
  245. con=engine,
  246. if_exists='append',
  247. index=False)
  248. single_creative_info_to_res_data = creative_info_to_res_data.copy()
  249. single_creative_info_to_res_data['creative_uuid'] = creative_uuid
  250. single_creative_info_to_res_data['creative_name'] = creative_name
  251. single_creative_info_to_res_data['photo_id'] = video['photo_id']
  252. single_creative_info_to_res_data['image_md5'] = image_md5
  253. single_group_info_to_res_data['creative_list'].append(single_creative_info_to_res_data)
  254. creative_cnt += 1
  255. # 组和创意信息添加到最终返回数据 group_list 中
  256. self.res_data['group_list'].append(single_group_info_to_res_data)
  257. self.res_data['account_id'] = self.account_id
  258. self.res_data['campaign_id'] = self.campaign_id
  259. # TODO 修改操作
  260. class ParseModifyRequest(object):
  261. def __init__(self):
  262. pass
  263. # TODO 关停操作
  264. class ParseShutDownRequest(object):
  265. def __init__(self):
  266. pass