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alpha
physical
Commits
2ef62259
Commit
2ef62259
authored
Mar 08, 2019
by
段英荣
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Merge branch 'similar_sort' into 'master'
modify linucb See merge request
!143
parents
a7fe5395
611bb111
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Showing
1 changed file
with
19 additions
and
11 deletions
+19
-11
collect_data.py
linucb/views/collect_data.py
+19
-11
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linucb/views/collect_data.py
View file @
2ef62259
...
...
@@ -83,18 +83,19 @@ class CollectData(object):
kafka_consumer_obj
=
KafkaManager
.
get_kafka_consumer_ins
(
topic_name
)
for
ori_msg
in
kafka_consumer_obj
:
try
:
logging
.
info
(
ori_msg
)
raw_val_dict
=
json
.
loads
(
ori_msg
.
value
)
if
"type"
in
raw_val_dict
and
"on_click_feed_topic_card"
==
raw_val_dict
[
"type"
]:
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
(
device_id
)))
logging
.
info
(
"consume topic_id:
%
s,device_id:
%
s"
%
(
str
(
topic_id
),
str
(
device_id
)))
tag_list
=
list
()
sql_query_results
=
TopicTag
.
objects
.
filter
(
is_online
=
True
,
topic_id
=
topic_id
)
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
)
...
...
@@ -103,21 +104,25 @@ class CollectData(object):
reward
=
1
if
is_click
or
is_vote
else
0
logging
.
info
(
"positive tag_list,device_id:
%
s,topic_id:
%
s,tag_list:
%
s"
%
(
str
(
device_id
),
str
(
topic_id
),
str
(
tag_list
)))
logging
.
info
(
"positive tag_list,device_id:
%
s,topic_id:
%
s,tag_list:
%
s"
%
(
str
(
device_id
),
str
(
topic_id
),
str
(
tag_list
)))
for
tag_id
in
tag_list
:
self
.
update_user_linucb_tag_info
(
reward
,
device_id
,
tag_id
,
user_feature
)
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
)
elif
"type"
in
raw_val_dict
and
"page_precise_exposure"
==
raw_val_dict
[
"type"
]:
elif
"type"
in
raw_val_dict
and
"page_precise_exposure"
==
raw_val_dict
[
"type"
]:
exposure_cards_list
=
json
.
loads
(
raw_val_dict
[
"params"
][
"exposure_cards"
])
device_id
=
raw_val_dict
[
"device"
][
"device_id"
]
for
item
in
exposure_cards_list
:
if
"card_id"
not
in
item
:
continue
exposure_topic_id
=
item
[
"card_id"
]
logging
.
info
(
"consume exposure topic_id:
%
s,device_id:
%
s"
%
(
str
(
exposure_topic_id
),
str
(
device_id
)))
logging
.
info
(
"consume exposure topic_id:
%
s,device_id:
%
s"
%
(
str
(
exposure_topic_id
),
str
(
device_id
)))
tag_list
=
list
()
sql_query_results
=
TopicTag
.
objects
.
filter
(
is_online
=
True
,
topic_id
=
exposure_topic_id
)
sql_query_results
=
TopicTag
.
objects
.
filter
(
is_online
=
True
,
topic_id
=
exposure_topic_id
)
for
sql_item
in
sql_query_results
:
tag_list
.
append
(
sql_item
.
tag_id
)
...
...
@@ -126,14 +131,17 @@ class CollectData(object):
reward
=
1
if
is_click
or
is_vote
else
0
logging
.
info
(
"negative tag_list,device_id:
%
s,topic_id:
%
s,tag_list:
%
s"
%
(
str
(
device_id
),
str
(
exposure_topic_id
),
str
(
tag_list
)))
logging
.
info
(
"negative tag_list,device_id:
%
s,topic_id:
%
s,tag_list:
%
s"
%
(
str
(
device_id
),
str
(
exposure_topic_id
),
str
(
tag_list
)))
for
tag_id
in
tag_list
:
self
.
update_user_linucb_tag_info
(
reward
,
device_id
,
tag_id
,
user_feature
)
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
)
else
:
logging
.
warning
(
"unknown type msg:
%
s"
%
raw_val_dict
.
get
(
"type"
,
"missing type"
))
logging
.
warning
(
"unknown type msg:
%
s"
%
raw_val_dict
.
get
(
"type"
,
"missing type"
))
except
:
logging
.
error
(
"catch exception,err_msg:
%
s"
%
traceback
.
format_exc
())
return
True
except
:
...
...
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