ai_time_task_creative_handler.py 23 KB

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  1. import pandas as pd
  2. from utils.UrlConfig import *
  3. import json
  4. import traceback
  5. from logging.handlers import TimedRotatingFileHandler
  6. from utils.BaseClass import *
  7. from utils.CommonFunction import get_history_video_info, get_new_video_info, get_missing_video_info, \
  8. get_top_video_info, get_campaign_and_group_name_rule
  9. from utils.ConstantConfig import *
  10. from utils.LogConfig import *
  11. from ai_strategy_request_func import ai_strategy_request_parse
  12. from utils.DataBaseConfig import *
  13. log_handler = TimedRotatingFileHandler("logs/ai_auto_create.log",
  14. when="midnight", backupCount=100)
  15. log_handler.setFormatter(log_formatter)
  16. logger = logging.getLogger('ai_time_task_creative_logger')
  17. logger.addHandler(log_handler)
  18. logger.setLevel(logging.DEBUG)
  19. print('id of ai_time_task_creative_logger %s' % id(logger))
  20. logger.info("ai_time_task_creative_server started!")
  21. class AiHistoricalMissingMaterial(tornado.web.RequestHandler):
  22. """
  23. 补充历史遗漏素材(关联创意个数为0个素材) -- 测试通过 在AD后台创建成功,检查AD信息和数据库表 没有问题
  24. """
  25. def post(self):
  26. data = self.request.body
  27. data = str(data, 'utf8')
  28. data = json.loads(data, encoding='utf8')
  29. logger.info("*************************************** NEW REQUEST ***************************************")
  30. account_id = data.get('account_id')
  31. campaign_id = data.get('campaign_id')
  32. logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s, raw data from request is %s" %
  33. (account_id, os.getpid(), os.getppid(), data))
  34. try:
  35. video_info = get_missing_video_info(account_id,
  36. missing_video_cnt,
  37. get_missing_video_url,
  38. missing_video_start_time,
  39. missing_video_end_time)
  40. if video_info['code'] != 0:
  41. logger.info("the res of video is %s" % video_info['message'])
  42. logger.info("没有获取到视频,不发送ai策略请求!")
  43. self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))
  44. self.flush()
  45. else:
  46. campaign_name, group_name = get_campaign_and_group_name_rule(account_id)
  47. if (campaign_name is None) or (group_name is None):
  48. logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")
  49. self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))
  50. self.flush()
  51. else:
  52. request_data = get_request_data(account_id=account_id,
  53. campaign_id=campaign_id,
  54. video_info=video_info,
  55. campaign_name=campaign_name,
  56. group_name=group_name,
  57. ai_strategy_remark="补充遗漏素材",
  58. name_replace="补充遗漏素材")
  59. request = ai_strategy_request_parse(request_data)
  60. logger.info("ai策略的返回信息:%s" % request)
  61. self.write(json.dumps(request))
  62. self.flush()
  63. except Exception:
  64. logger.error(traceback.format_exc())
  65. self.write(json.dumps(traceback.format_exc()))
  66. self.flush()
  67. class AiAutoCreative(tornado.web.RequestHandler):
  68. """
  69. 每5分钟,检查一次是否有上新素材,有的话,就自动创建 -- 需要上定时任务测试
  70. """
  71. def post(self):
  72. data = self.request.body
  73. data = str(data, 'utf8')
  74. data = json.loads(data, encoding='utf8')
  75. logger.info("*************************************** NEW REQUEST ***************************************")
  76. account_id = data.get('account_id')
  77. campaign_id = data.get('campaign_id')
  78. logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s, raw data from request is %s" %
  79. (account_id, os.getpid(), os.getppid(), data))
  80. try:
  81. start_time = (datetime.date.today()).strftime('%Y-%m-%d %H:%M:%S')
  82. end_time = (datetime.datetime.now()).strftime('%Y-%m-%d %H:%M:%S')
  83. # 1-1 获取当天计划中包含“自动上新”计划的,计划id
  84. sql = """
  85. select campaign_id, campaign_name from ctop_kuaishou_campaign
  86. where account_id = %s
  87. and put_create_time >= '%s'
  88. and put_create_time <= '%s'
  89. """ % (account_id, start_time, end_time)
  90. df = pd.read_sql(sql, engine)
  91. for row in df.itertuples():
  92. if '素材自动上新' in getattr(row, 'campaign_name'):
  93. campaign_id = getattr(row, 'campaign_id')
  94. break
  95. video_info = get_new_video_info(account_id, get_new_video_url)
  96. if video_info['code'] != 0:
  97. logger.info("the res of video is %s" % video_info['message'])
  98. logger.info("没有获取到视频,不发送ai策略请求!")
  99. self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))
  100. self.flush()
  101. else:
  102. campaign_name, group_name = get_campaign_and_group_name_rule(account_id)
  103. if (campaign_name is None) or (group_name is None):
  104. logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")
  105. self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))
  106. self.flush()
  107. else:
  108. request_data = get_request_data(account_id=account_id,
  109. campaign_id=campaign_id,
  110. video_info=video_info,
  111. campaign_name=campaign_name,
  112. group_name=group_name,
  113. ai_strategy_remark="自动上新",
  114. name_replace="素材自动上新")
  115. request = ai_strategy_request_parse(request_data)
  116. logger.info("ai策略的返回信息:%s" % request)
  117. self.write(json.dumps(request))
  118. self.flush()
  119. except Exception:
  120. logger.error(traceback.format_exc())
  121. self.write(json.dumps(traceback.format_exc()))
  122. self.flush()
  123. class AiHighQualityMaterial(tornado.web.RequestHandler):
  124. """
  125. 补充历史高质量素材 -- 测试通过 在AD后台创建成功,检查AD信息和数据库表 没有问题
  126. """
  127. def post(self):
  128. data = self.request.body
  129. data = str(data, 'utf8')
  130. data = json.loads(data, encoding='utf8')
  131. logger.info("*************************************** NEW REQUEST ***************************************")
  132. account_id = data.get('account_id')
  133. campaign_id = data.get('campaign_id')
  134. logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s, raw data from request is %s" %
  135. (account_id, os.getpid(), os.getppid(), data))
  136. try:
  137. video_info = get_top_video_info(account_id, high_quality_video_cnt,
  138. (datetime.datetime.now() + datetime.timedelta(days=-high_quality_video_days)).strftime("%Y-%m-%d"),
  139. str(datetime.date.today()), get_high_quality_video_url)
  140. if video_info['code'] != 0:
  141. logger.info("the res of video is %s" % video_info['message'])
  142. logger.info("没有获取到视频,不发送ai策略请求!")
  143. self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))
  144. self.flush()
  145. else:
  146. campaign_name, group_name = get_campaign_and_group_name_rule(account_id)
  147. if (campaign_name is None) or (group_name is None):
  148. logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")
  149. self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))
  150. self.flush()
  151. else:
  152. request_data = get_request_data(account_id=account_id,
  153. campaign_id=campaign_id,
  154. video_info=video_info,
  155. campaign_name=campaign_name,
  156. group_name=group_name,
  157. ai_strategy_remark="高质量素材复建",
  158. name_replace="高质量素材")
  159. request = ai_strategy_request_parse(request_data)
  160. logger.info("ai策略的返回信息:%s" % request)
  161. self.write(json.dumps(request))
  162. self.flush()
  163. except Exception:
  164. logger.error(traceback.format_exc())
  165. self.write(json.dumps(traceback.format_exc()))
  166. self.flush()
  167. class AiCheckAndUpTOFullCreative(tornado.web.RequestHandler):
  168. """
  169. 每天22:00 调用该任务,检查当天创意是否创建达到上限,否则使用历史高质量素材填满 -- 测试通过 在AD后台创建成功,检查AD信息和数据库表 没有问题
  170. """
  171. def post(self):
  172. data = self.request.body
  173. data = str(data, 'utf8')
  174. data = json.loads(data, encoding='utf8')
  175. logger.info("*************************************** NEW REQUEST ***************************************")
  176. account_id = data.get('account_id')
  177. campaign_id = data.get('campaign_id')
  178. logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s, raw data from request is %s" %
  179. (account_id, os.getpid(), os.getppid(), data))
  180. try:
  181. start_time = (datetime.date.today()).strftime('%Y-%m-%d %H:%M:%S')
  182. end_time = (datetime.datetime.now()).strftime('%Y-%m-%d %H:%M:%S')
  183. # 1-1 获取当天计划中包含“高质量素材”计划的,计划id
  184. sql = """
  185. select campaign_id, campaign_name from ctop_kuaishou_campaign
  186. where account_id = %s
  187. and put_create_time >= '%s'
  188. and put_create_time <= '%s'
  189. """ % (account_id, start_time, end_time)
  190. df = pd.read_sql(sql, engine)
  191. for row in df.itertuples():
  192. if '高质量素材' in getattr(row, 'campaign_name'):
  193. campaign_id = getattr(row, 'campaign_id')
  194. break
  195. # 2-1 从客户策略表中获取该账户下 每个素材搭配的封面个数, 来计算需要补充的素材个数
  196. sql = """
  197. select image_cnt from ctop_ai_kuaishou_advertiser_strategy
  198. where account_id = %s
  199. and status = 1
  200. limit 1
  201. """ % account_id
  202. df = pd.read_sql(sql, engine)
  203. image_cnt = int(df['image_cnt'].values[0])
  204. # 3-1 从 ctop_kuaishou_creative 获取当天该账户到此刻 已经创建的创意个数
  205. video_cnt = 0
  206. sql = """
  207. select count(1) creative_cnt from ctop_kuaishou_creative
  208. where account_id = %s
  209. and creative_id is not NULL
  210. and creative_create_time <= '%s'
  211. and creative_create_time >= '%s'
  212. """ % (account_id, end_time, start_time)
  213. df = pd.read_sql(sql, engine)
  214. creative_cnt = int(df['creative_cnt'].values[0])
  215. if creative_cnt >= 2000:
  216. video_cnt = 0
  217. else:
  218. video_cnt = (2000 - creative_cnt) // image_cnt
  219. # 4-1 获取视频信息
  220. if video_cnt == 0:
  221. logger.info("创意已经建满,不需要补充素材!")
  222. self.write(json.dumps("message: 创意已经建满,不需要补充素材!"))
  223. self.flush()
  224. else:
  225. logger.info("需要补充的视频数量:%s" % video_cnt)
  226. now = datetime.datetime.now()
  227. video_info = get_top_video_info(account_id,
  228. video_cnt,
  229. (now + datetime.timedelta(days=-2*high_quality_video_days)).strftime("%Y-%m-%d"),
  230. (now + datetime.timedelta(days=-high_quality_video_days)).strftime("%Y-%m-%d"),
  231. get_high_quality_video_url)
  232. if video_info['code'] != 0:
  233. logger.info("the res of video is %s" % video_info['message'])
  234. logger.info("没有获取到视频,不发送ai策略请求!")
  235. self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))
  236. self.flush()
  237. else:
  238. campaign_name, group_name = get_campaign_and_group_name_rule(account_id)
  239. if (campaign_name is None) or (group_name is None):
  240. logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")
  241. self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))
  242. self.flush()
  243. else:
  244. request_data = get_request_data(account_id=account_id,
  245. campaign_id=campaign_id,
  246. video_info=video_info,
  247. campaign_name=campaign_name,
  248. group_name=group_name,
  249. ai_strategy_remark="用高质量素材补满创意",
  250. name_replace="高质量素材")
  251. request = ai_strategy_request_parse(request_data)
  252. logger.info("ai策略的返回信息:%s" % request)
  253. self.write(json.dumps(request))
  254. self.flush()
  255. except Exception:
  256. logger.error(traceback.format_exc())
  257. self.write(json.dumps(traceback.format_exc()))
  258. self.flush()
  259. class AiProgramCreativeHighQualityMaterial(tornado.web.RequestHandler):
  260. """
  261. 使用历史跑量素材创建程序化创意
  262. 跑量素材150个(近14天的素材)
  263. 计划名称--跑量素材程序化
  264. timeTask: 每天上午10点执行 --(0 0 10 * * ?)
  265. ----------------------------------------
  266. 拼装参数和写入数据库时,需要修改名称(程序化与非程序化不一致):
  267. creative_name --> package_name(程序化创意名称)
  268. action_bar_text --> action_bar(行动号召按钮)
  269. description --> captions(作品广告语)
  270. click_track_url --> click_url
  271. 写入数据库时:
  272. image_md5s --> cover_image_tokens
  273. 程序化与非程序化的逻辑不一样:
  274. 需要5个视频4张封面一组,拼装程序化创意参数需要单独抽取一个方法出来
  275. 所有操作记录表中,添加status信息(已提交,成功,失败),和回调时的 message信息
  276. """
  277. def post(self):
  278. data = self.request.body
  279. data = str(data, 'utf8')
  280. data = json.loads(data, encoding='utf8')
  281. logger.info("*************************************** NEW REQUEST ***************************************")
  282. account_id = data.get('account_id')
  283. campaign_id = data.get('campaign_id')
  284. logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s, raw data from request is %s" %
  285. (account_id, os.getpid(), os.getppid(), data))
  286. try:
  287. video_info = get_top_video_info(account_id, programme_high_quality_video_cnt,
  288. (datetime.datetime.now() + datetime.timedelta(
  289. days=-high_quality_video_days)).strftime("%Y-%m-%d"),
  290. str(datetime.date.today()), get_high_quality_video_url)
  291. if video_info['code'] != 0:
  292. logger.info("the res of video is %s" % video_info['message'])
  293. logger.info("没有获取到视频,不发送ai策略请求!")
  294. self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))
  295. self.flush()
  296. else:
  297. campaign_name, group_name = get_campaign_and_group_name_rule(account_id)
  298. if (campaign_name is None) or (group_name is None):
  299. logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")
  300. self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))
  301. self.flush()
  302. else:
  303. request_data = get_request_data(account_id=account_id,
  304. campaign_id=campaign_id,
  305. video_info=video_info,
  306. campaign_name=campaign_name,
  307. group_name=group_name,
  308. ai_strategy_remark="程序化高质量素材",
  309. name_replace="程序化高质量素材",
  310. unit_type=7)
  311. request = ai_strategy_request_parse(request_data)
  312. logger.info("ai策略的返回信息:%s" % request)
  313. self.write(json.dumps(request))
  314. self.flush()
  315. except Exception:
  316. logger.error(traceback.format_exc())
  317. self.write(json.dumps(traceback.format_exc()))
  318. self.flush()
  319. class AiProgramCreativeNewMaterial(tornado.web.RequestHandler):
  320. """
  321. 使用近期创意数关联小于10(当天创意关联数小于10的,150个素材)的素材创建程序化创意
  322. 计划名称--新素材程序化
  323. timeTask: 每天上午10点执行 --(0 0 10 * * ?)
  324. """
  325. def post(self):
  326. data = self.request.body
  327. data = str(data, 'utf8')
  328. data = json.loads(data, encoding='utf8')
  329. logger.info("*************************************** NEW REQUEST ***************************************")
  330. account_id = data.get('account_id')
  331. campaign_id = data.get('campaign_id')
  332. logger.info("账户信息=%s, 当前进程=%s, 当前进程的主进程=%s, raw data from request is %s" %
  333. (account_id, os.getpid(), os.getppid(), data))
  334. try:
  335. video_info = get_history_video_info(account_id=account_id,
  336. url=get_history_video_url,
  337. start_time=(datetime.datetime.now() + datetime.timedelta(days=-2)).
  338. strftime("%Y-%m-%d"),
  339. end_time=str(datetime.date.today()),
  340. video_cnt=programme_new_video_cnt,
  341. related_creative_max_cnt=related_creative_max_cnt)
  342. if video_info['code'] != 0:
  343. logger.info("the res of video is %s" % video_info['message'])
  344. logger.info("没有获取到视频,不发送ai策略请求!")
  345. self.write(json.dumps({"message": "没有获取到视频,不发送ai策略请求!"}))
  346. self.flush()
  347. else:
  348. campaign_name, group_name = get_campaign_and_group_name_rule(account_id)
  349. if (campaign_name is None) or (group_name is None):
  350. logger.info("没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!")
  351. self.write(json.dumps({"message": "没有获取到广告计划命名规则 或 广告组命名规则,不发送ai策略请求!"}))
  352. self.flush()
  353. else:
  354. request_data = get_request_data(account_id=account_id,
  355. campaign_id=campaign_id,
  356. video_info=video_info,
  357. campaign_name=campaign_name,
  358. group_name=group_name,
  359. ai_strategy_remark="程序化上新素材",
  360. name_replace="程序化上新素材",
  361. unit_type=7)
  362. request = ai_strategy_request_parse(request_data)
  363. logger.info("ai策略的返回信息:%s" % request)
  364. self.write(json.dumps(request))
  365. self.flush()
  366. except Exception:
  367. logger.error(traceback.format_exc())
  368. self.write(json.dumps(traceback.format_exc()))
  369. self.flush()
  370. def get_request_data(account_id, campaign_id, video_info,
  371. campaign_name, group_name, ai_strategy_remark,
  372. name_replace, unit_type=4):
  373. res = {
  374. "video": video_info,
  375. "operation_type": 1,
  376. "account_id": account_id,
  377. "ai_strategy_remark": ai_strategy_remark,
  378. "campaign_info":
  379. {"campaign_id": campaign_id,
  380. "campaign_name": campaign_name.replace('自定义', name_replace) + str(datetime.datetime.now())},
  381. 'group_info':
  382. {'group_name': group_name.replace('自定义', name_replace) + str(datetime.datetime.now()),
  383. 'begin_time': str(datetime.date.today()),
  384. 'unit_type': unit_type},
  385. 'creative_info': {'is_sticky': 0}
  386. }
  387. return res