Commit 95d77d3c authored by 段英荣's avatar 段英荣

Merge branch 'linUCB' into 'master'

modify linucb

See merge request !126
parents 659481a2 21b3863b
......@@ -84,28 +84,30 @@ class CollectData(object):
logging.info(ori_msg)
value_dict = json.loads(ori_msg.value)
if "@raw" in value_dict and "type" in value_dict["@raw"] and "on_click_feed_topic_card"==value_dict["@raw"]["type"]:
topic_id = value_dict["@raw"]["params"]["business_id"]
device_id = value_dict["@raw"]["device"]["device_id"]
if "@raw" in value_dict:
raw_val_dict = json.loads(value_dict["@raw"])
if "type" in raw_val_dict and "on_click_feed_topic_card"==raw_val_dict["type"]:
topic_id = raw_val_dict["params"]["business_id"]
device_id = raw_val_dict["device"]["device_id"]
logging.info("consume topic_id:%s,device_id:%s" % (str(topic_id),str()))
logging.info("consume topic_id:%s,device_id:%s" % (str(topic_id),str()))
tag_list = list()
sql_query_results = TopicTag.objects.filter(is_online=True,topic_id=topic_id)
for sql_item in sql_query_results:
tag_list.append(sql_item.tag_id)
tag_list = list()
sql_query_results = TopicTag.objects.filter(is_online=True,topic_id=topic_id)
for sql_item in sql_query_results:
tag_list.append(sql_item.tag_id)
is_click = 1
is_vote = 0
is_click = 1
is_vote = 0
user_feature = [is_click, is_vote]
reward = 1 if is_click or is_vote else 0
user_feature = [is_click, is_vote]
reward = 1 if is_click or is_vote else 0
for tag_id in tag_list:
self.update_user_linucb_tag_info(reward,device_id,tag_id,user_feature)
for tag_id in tag_list:
self.update_user_linucb_tag_info(reward,device_id,tag_id,user_feature)
# 更新该用户的推荐tag数据,放在 更新完成user tag行为信息之后
self.update_recommend_tag_list(device_id, user_feature)
# 更新该用户的推荐tag数据,放在 更新完成user tag行为信息之后
self.update_recommend_tag_list(device_id, user_feature)
return True
except:
......
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