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gm_mab
Commits
bb5957b6
Commit
bb5957b6
authored
Apr 20, 2020
by
段英荣
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ef1ffd60
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49 additions
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3 deletions
+49
-3
generate_content_user_feature.py
tools/generate_content_user_feature.py
+49
-3
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tools/generate_content_user_feature.py
View file @
bb5957b6
...
...
@@ -164,6 +164,36 @@ class Generate_Feature_Info(object):
logging
.
error
(
"catch exception,err_msg:
%
s"
%
traceback
.
format_exc
())
@classmethod
def
get_user_feature_by_device_id
(
cls
,
device_id
):
try
:
redis_name_user_linucb_feature
=
cls
.
redis_name_user_linucb_feature_prefix
user_feature_redis_data
=
redis_client
.
hget
(
redis_name_user_linucb_feature
,
device_id
)
user_feature_list
=
list
()
if
user_feature_redis_data
:
user_feature_list
=
[
float
(
json
.
loads
(
user_feature_redis_data
)[
0
])]
return
user_feature_list
except
:
logging
.
error
(
"catch exception,err_msg:
%
s"
%
traceback
.
format_exc
())
return
list
()
@classmethod
def
get_content_feature
(
cls
,
car_id
,
content_type
=
"diary"
):
try
:
redis_name_content_linucb_feature
=
cls
.
redis_name_content_linucb_feature_prefix
+
content_type
user_feature_list
=
list
()
content_feature_redis_data
=
redis_client
.
hget
(
redis_name_content_linucb_feature
,
car_id
)
if
content_feature_redis_data
:
content_feature_redis_list
=
json
.
loads
(
content_feature_redis_data
)
user_feature_list
=
[
float
(
item
)
for
item
in
content_feature_redis_list
]
return
user_feature_list
except
:
logging
.
error
(
"catch exception,err_msg:
%
s"
%
traceback
.
format_exc
())
return
list
()
if
__name__
==
"__main__"
:
...
...
@@ -172,10 +202,26 @@ if __name__ == "__main__":
label_encoder
=
Generate_Feature_Info
.
get_tagv3_label_encode
(
tagv3_name_list
=
list
(
tagv3_name_set
))
device_id
=
"868771031984211"
Generate_Feature_Info
.
generate_user_feature_to_redis
(
device_id
,
label_encoder
)
Generate_Feature_Info
.
generate_content_feature_to_redis
(
label_encoder
)
# device_id="868771031984211"
# Generate_Feature_Info.generate_user_feature_to_redis(device_id,label_encoder)
# Generate_Feature_Info.generate_content_feature_to_redis(label_encoder)
diary_click_file
=
"/data/log/duan_test/feed_query_data/feed_click_info.txt"
diary_fd
=
open
(
diary_click_file
,
"r"
)
for
line
in
diary_fd
.
readlines
():
item_list
=
line
.
split
(
","
)
device_id
=
item_list
[
3
]
diary_id
=
item_list
[
4
]
Generate_Feature_Info
.
generate_user_feature_to_redis
(
device_id
,
label_encoder
)
user_feature_list
=
Generate_Feature_Info
.
get_user_feature_by_device_id
(
device_id
)
content_feature_list
=
Generate_Feature_Info
.
get_content_feature
(
diary_fd
)
print
(
user_feature_list
+
content_feature_list
)
diary_fd
.
close
()
# test_val_list = ["切开双眼皮"]
#
# label_results_list = label_encoder.transform(test_val_list)
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