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ML
ffm-baseline
Commits
e0e8afd0
Commit
e0e8afd0
authored
Sep 01, 2019
by
张彦钊
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rerank_esmm.py
rerank_esmm.py
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rerank_esmm.py
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e0e8afd0
...
...
@@ -182,25 +182,28 @@ if __name__ == "__main__":
print
(
len
(
users_list
))
total_samples
=
list
()
name_tag
=
get_searchworlds_to_tagid
()
for
uid_city
in
users_list
:
tag_list
=
get_user_profile
(
uid_city
[
0
])
queues
=
get_queues
(
uid_city
[
0
],
uid_city
[
1
])
if
len
(
queues
)
>
0
and
len
(
tag_list
)
>
0
:
new_native
=
tag_boost
(
queues
[
0
],
tag_list
)
new_nearby
=
tag_boost
(
queues
[
1
],
tag_list
)
insert_time
=
str
(
datetime
.
datetime
.
now
()
.
strftime
(
'
%
Y
%
m
%
d
%
H
%
M'
))
sample
=
[
uid_city
[
0
],
uid_city
[
1
],
new_native
,
new_nearby
,
queues
[
2
],
queues
[
3
],
insert_time
]
total_samples
.
append
(
sample
)
print
(
len
(
total_samples
))
if
len
(
total_samples
)
>
0
:
df
=
pd
.
DataFrame
(
total_samples
)
df
=
df
.
rename
(
columns
=
{
0
:
"device_id"
,
1
:
"city_id"
,
2
:
"native_queue"
,
3
:
"nearby_queue"
,
4
:
"nation_queue"
,
5
:
"megacity_queue"
,
6
:
"time"
})
to_data_base
(
df
)
print
(
"good boy"
)
n
=
600
users_list
=
[
a
[
i
:
i
+
n
]
for
i
in
range
(
0
,
len
(
users_list
),
n
)]
for
child_users_list
in
users_list
:
for
uid_city
in
child_users_list
:
tag_list
=
get_user_profile
(
uid_city
[
0
])
queues
=
get_queues
(
uid_city
[
0
],
uid_city
[
1
])
if
len
(
queues
)
>
0
and
len
(
tag_list
)
>
0
:
new_native
=
tag_boost
(
queues
[
0
],
tag_list
)
new_nearby
=
tag_boost
(
queues
[
1
],
tag_list
)
insert_time
=
str
(
datetime
.
datetime
.
now
()
.
strftime
(
'
%
Y
%
m
%
d
%
H
%
M'
))
sample
=
[
uid_city
[
0
],
uid_city
[
1
],
new_native
,
new_nearby
,
queues
[
2
],
queues
[
3
],
insert_time
]
total_samples
.
append
(
sample
)
print
(
len
(
total_samples
))
if
len
(
total_samples
)
>
0
:
df
=
pd
.
DataFrame
(
total_samples
)
df
=
df
.
rename
(
columns
=
{
0
:
"device_id"
,
1
:
"city_id"
,
2
:
"native_queue"
,
3
:
"nearby_queue"
,
4
:
"nation_queue"
,
5
:
"megacity_queue"
,
6
:
"time"
})
to_data_base
(
df
)
print
(
"good boy"
)
# TODO to kv
...
...
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