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吴升宇
physical
Commits
0166dfc1
Commit
0166dfc1
authored
Jun 24, 2019
by
lixiaofang
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collect_data.py
linucb/views/collect_data.py
+52
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linucb/views/collect_data.py
View file @
0166dfc1
...
@@ -197,58 +197,58 @@ class CollectData(object):
...
@@ -197,58 +197,58 @@ class CollectData(object):
# 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
# 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
if
len
(
click_topic_tag_list
)
>
0
:
if
len
(
click_topic_tag_list
)
>
0
:
self
.
update_recommend_tag_list
(
device_id
,
user_feature
,
user_id
,
click_topic_tag_list
=
click_topic_tag_list
)
self
.
update_recommend_tag_list
(
device_id
,
user_feature
,
user_id
,
click_topic_tag_list
=
click_topic_tag_list
)
#
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"
]:
#
if isinstance(raw_val_dict["params"]["exposure_cards"],str):
if
isinstance
(
raw_val_dict
[
"params"
][
"exposure_cards"
],
str
):
#
exposure_cards_list = json.loads(raw_val_dict["params"]["exposure_cards"])
exposure_cards_list
=
json
.
loads
(
raw_val_dict
[
"params"
][
"exposure_cards"
])
#
elif isinstance(raw_val_dict["params"]["exposure_cards"],list):
elif
isinstance
(
raw_val_dict
[
"params"
][
"exposure_cards"
],
list
):
#
exposure_cards_list = raw_val_dict["params"]["exposure_cards"]
exposure_cards_list
=
raw_val_dict
[
"params"
][
"exposure_cards"
]
#
else:
else
:
#
exposure_cards_list = list()
exposure_cards_list
=
list
()
#
device_id = raw_val_dict["device"]["device_id"]
device_id
=
raw_val_dict
[
"device"
][
"device_id"
]
#
user_id = raw_val_dict["user_id"] if "user_id" in raw_val_dict else None
user_id
=
raw_val_dict
[
"user_id"
]
if
"user_id"
in
raw_val_dict
else
None
#
logging.warning("type msg:%s" % raw_val_dict.get("type"))
logging
.
warning
(
"type msg:
%
s"
%
raw_val_dict
.
get
(
"type"
))
#
exposure_topic_id_list = list()
exposure_topic_id_list
=
list
()
#
for item in exposure_cards_list:
for
item
in
exposure_cards_list
:
#
if "card_id" not in item:
if
"card_id"
not
in
item
:
#
continue
continue
#
exposure_topic_id = item["card_id"]
exposure_topic_id
=
item
[
"card_id"
]
#
logging.info(
logging
.
info
(
#
"consume exposure topic_id:%s,device_id:%s" % (str(exposure_topic_id), str(device_id)))
"consume exposure topic_id:
%
s,device_id:
%
s"
%
(
str
(
exposure_topic_id
),
str
(
device_id
)))
#
if exposure_topic_id:
if
exposure_topic_id
:
#
exposure_topic_id_list.append(exposure_topic_id)
exposure_topic_id_list
.
append
(
exposure_topic_id
)
#
#
topic_tag_id_dict = dict()
topic_tag_id_dict
=
dict
()
#
tag_list = list()
tag_list
=
list
()
#
exposure_sql_query_results = TopicTag.objects.using(settings.SLAVE_DB_NAME).\
exposure_sql_query_results
=
TopicTag
.
objects
.
using
(
settings
.
SLAVE_DB_NAME
)
.
\
#
filter(topic_id__in=exposure_topic_id_list).\
filter
(
topic_id__in
=
exposure_topic_id_list
)
.
\
#
values_list("topic_id","tag_id","is_online","is_collection")
values_list
(
"topic_id"
,
"tag_id"
,
"is_online"
,
"is_collection"
)
#
# if len(exposure_sql_query_results)>0:
# if len(exposure_sql_query_results)>0:
#
for topic_id,tag_id,is_online,is_collection in exposure_sql_query_results:
for
topic_id
,
tag_id
,
is_online
,
is_collection
in
exposure_sql_query_results
:
#
if is_online and is_collection == 1:
if
is_online
and
is_collection
==
1
:
#
tag_list.append(tag_id)
tag_list
.
append
(
tag_id
)
#
if is_online:
if
is_online
:
#
tag_sql_query_results = Tag.objects.using(settings.SLAVE_DB_NAME).filter(
tag_sql_query_results
=
Tag
.
objects
.
using
(
settings
.
SLAVE_DB_NAME
)
.
filter
(
#
id=tag_id).values_list("id", "collection", "is_ai")
id
=
tag_id
)
.
values_list
(
"id"
,
"collection"
,
"is_ai"
)
#
for id, collection, is_ai in tag_sql_query_results:
for
id
,
collection
,
is_ai
in
tag_sql_query_results
:
#
if (is_ai == 1) and id not in tag_list:
if
(
is_ai
==
1
)
and
id
not
in
tag_list
:
#
tag_list.append(id)
tag_list
.
append
(
id
)
#
#
if topic_id not in topic_tag_id_dict:
if
topic_id
not
in
topic_tag_id_dict
:
#
topic_tag_id_dict[topic_id] = list()
topic_tag_id_dict
[
topic_id
]
=
list
()
#
topic_tag_id_dict[topic_id].append(tag_id)
topic_tag_id_dict
[
topic_id
]
.
append
(
tag_id
)
#
#
is_click = 0
is_click
=
0
#
is_vote = 0
is_vote
=
0
#
#
reward = 1 if is_click or is_vote else 0
reward
=
1
if
is_click
or
is_vote
else
0
#
#
logging.info("negative tag_list,device_id:%s,topic_tag_id_dict:%s" % (
logging
.
info
(
"negative tag_list,device_id:
%
s,topic_tag_id_dict:
%
s"
%
(
#
str(device_id), str(topic_tag_id_dict)))
str
(
device_id
),
str
(
topic_tag_id_dict
)))
#
for tag_id in 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
# 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)
self
.
update_recommend_tag_list
(
device_id
,
user_feature
,
user_id
)
elif
"type"
in
raw_val_dict
and
"interest_choice_click_next"
==
raw_val_dict
[
"type"
]:
elif
"type"
in
raw_val_dict
and
"interest_choice_click_next"
==
raw_val_dict
[
"type"
]:
if
isinstance
(
raw_val_dict
[
"params"
][
"tagid_list"
],
str
):
if
isinstance
(
raw_val_dict
[
"params"
][
"tagid_list"
],
str
):
tagid_list
=
json
.
loads
(
raw_val_dict
[
"params"
][
"tagid_list"
])
tagid_list
=
json
.
loads
(
raw_val_dict
[
"params"
][
"tagid_list"
])
...
...
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