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钟尚武
physical
Commits
93e27218
Commit
93e27218
authored
Sep 25, 2019
by
高雅喆
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Merge branch 'gyz_fix' into gyz_es
parents
1d812fa2
c96419d6
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1 changed file
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collect_data.py
linucb/views/collect_data.py
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linucb/views/collect_data.py
View file @
93e27218
...
...
@@ -463,6 +463,10 @@ class CollectData(object):
is_click
=
1
is_vote
=
0
reward
=
1
if
is_click
or
is_vote
else
0
# 移植老用户的lin信息到ctr特征策略
self
.
transfer_old_info2ctr_feature_key
(
device_id
)
for
tag_id
in
tag_query_results
:
self
.
update_user_linucb_tag_info
(
reward
,
device_id
,
tag_id
,
user_feature
,
self
.
linucb_matrix_redis_prefix
)
...
...
@@ -502,6 +506,9 @@ class CollectData(object):
is_vote
=
0
reward
=
1
if
is_click
or
is_vote
else
0
# 移植老用户的lin信息到ctr特征策略
self
.
transfer_old_info2ctr_feature_key
(
device_id
)
for
i
in
range
(
5
):
for
tag_id
in
tag_query_results_multi
:
self
.
update_user_linucb_tag_info
(
reward
,
device_id
,
tag_id
,
user_feature
,
...
...
@@ -526,6 +533,52 @@ class CollectData(object):
linucb_pictorial_ids_prefix
=
self
.
ctr_linucb_recommend_pictorial_id_prefix
)
logging
.
info
(
"skin_check topic type:
%
s, device_id:
%
s, tag_query_results:
%
s"
%
(
str
(
data
[
'SYS'
][
'action'
]),
str
(
device_id
),
str
(
tag_query_results
)))
# 品牌问卷进linucb
elif
b
'content'
in
raw_val_dict
:
data
=
json
.
loads
(
raw_val_dict
[
b
'content'
])
if
'SYS'
in
data
and
'APP'
in
data
and
'action'
in
data
[
'SYS'
]
and
data
[
'SYS'
][
'action'
]
==
"venus/community/survey_question/submit"
:
device_id
=
data
[
'SYS'
][
'cl_id'
]
tagid_list
=
list
(
data
[
'APP'
]
.
get
(
'answer_tag'
,
[]))
user_id
=
data
[
'SYS'
]
.
get
(
'user_id'
,
None
)
logging
.
info
(
"skin_check topic type:
%
s, device_id:
%
s, answer_tag:
%
s"
%
(
str
(
data
[
'SYS'
][
'action'
]),
str
(
device_id
),
str
(
tagid_list
)))
if
len
(
tagid_list
)
>
0
:
tag_query_results
=
list
(
Tag
.
objects
.
using
(
settings
.
SLAVE1_DB_NAME
)
.
filter
(
id__in
=
tagid_list
,
is_online
=
True
,
is_deleted
=
False
,
is_category
=
False
)
.
values_list
(
"id"
,
flat
=
True
))
tag_query_results_multi
=
[
i
for
i
in
tagid_list
if
i
in
tag_query_results
]
is_click
=
1
is_vote
=
0
reward
=
1
if
is_click
or
is_vote
else
0
# 移植老用户的lin信息到ctr特征策略
self
.
transfer_old_info2ctr_feature_key
(
device_id
)
for
i
in
range
(
5
):
for
tag_id
in
tag_query_results_multi
:
self
.
update_user_linucb_tag_info
(
reward
,
device_id
,
tag_id
,
user_feature
,
self
.
linucb_matrix_redis_prefix
)
# 获取tag的ctr信息
device_tag_ctr
=
self
.
get_device_tag_ctr
(
device_id
,
tag_id
)
user_feature_ctr
=
[
device_tag_ctr
,
device_tag_ctr
]
self
.
update_user_linucb_tag_info
(
reward
,
device_id
,
tag_id
,
user_feature_ctr
,
self
.
ctr_linucb_matrix_redis_prefix
)
# 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
,
user_id
,
linucb_matrix_prefix
=
self
.
linucb_matrix_redis_prefix
,
linucb_recommend_tag_prefix
=
self
.
linucb_recommend_redis_prefix
,
linucb_topic_ids_prefix
=
self
.
linucb_recommend_topic_id_prefix
,
linucb_pictorial_ids_prefix
=
self
.
linucb_recommend_pictorial_id_prefix
)
self
.
update_recommend_tag_list
(
device_id
,
user_feature
,
user_id
,
linucb_matrix_prefix
=
self
.
ctr_linucb_matrix_redis_prefix
,
linucb_recommend_tag_prefix
=
self
.
ctr_linucb_recommend_redis_prefix
,
linucb_topic_ids_prefix
=
self
.
ctr_linucb_recommend_topic_id_prefix
,
linucb_pictorial_ids_prefix
=
self
.
ctr_linucb_recommend_pictorial_id_prefix
)
logging
.
info
(
"survey_question type:
%
s, device_id:
%
s, tagid_list:
%
s"
%
(
str
(
data
[
'SYS'
][
'action'
]),
str
(
device_id
),
str
(
tag_query_results
)))
else
:
if
msg
:
logging
.
warning
(
"unknown type msg:
%
s"
%
raw_val_dict
.
get
(
"type"
,
"missing type"
))
...
...
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