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ML
ffm-baseline
Commits
002b5c84
Commit
002b5c84
authored
Aug 22, 2018
by
张彦钊
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add print for test
parent
332ec245
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1 changed file
with
6 additions
and
2 deletions
+6
-2
diaryQueueUpdate.py
diaryQueueUpdate.py
+6
-2
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diaryQueueUpdate.py
View file @
002b5c84
...
...
@@ -13,7 +13,7 @@ from config import *
def
test_con_sql
(
device_id
):
db
=
pymysql
.
connect
(
host
=
'rm-m5e842126ng59jrv6.mysql.rds.aliyuncs.com'
,
port
=
3306
,
user
=
'doris'
,
passwd
=
'o5gbA27hXHHm'
,
db
=
'doris_prod'
)
print
(
"连接成功"
)
cursor
=
db
.
cursor
()
sql
=
"select native_queue,nearby_queue,nation_queue,megacity_queue from device_diary_queue "
\
"where device_id = '{}';"
.
format
(
device_id
)
...
...
@@ -31,7 +31,7 @@ def test_con_sql(device_id):
megacity_queue
=
df
.
loc
[
0
,
"megacity_queue"
]
.
split
(
","
)
megacity_queue
=
list
(
map
(
lambda
x
:
"diary|"
+
str
(
x
),
megacity_queue
))
db
.
close
()
print
(
"成功获取日记队列"
)
return
native_queue
,
nearby_queue
,
nation_queue
,
megacity_queue
else
:
print
(
"该用户对应的日记队列为空"
)
...
...
@@ -50,6 +50,7 @@ def get_native_queue(device_id):
native_queue
=
df
.
loc
[
0
,
0
]
.
split
(
","
)
native_queue
=
list
(
map
(
lambda
x
:
"diary|"
+
str
(
x
),
native_queue
))
db
.
close
()
print
(
"成功获取native_queue"
)
return
native_queue
else
:
return
None
...
...
@@ -70,6 +71,7 @@ def feature_en(x_list, device_id):
data
[
"minute"
]
=
data
[
"minute"
]
.
astype
(
"category"
)
# 虽然预测y,但ffm转化需要y,并不影响预测结果
data
[
"y"
]
=
0
print
(
"done 特征工程"
)
return
data
...
...
@@ -81,6 +83,7 @@ def transform_ffm_format(df,queue_name):
data
=
ffm_format_pandas
.
native_transform
(
df
)
predict_file_name
=
DIRECTORY_PATH
+
"result/{0}_{1}.csv"
.
format
(
device_id
,
queue_name
)
data
.
to_csv
(
predict_file_name
,
index
=
False
,
header
=
None
)
print
(
"done ffm"
)
return
predict_file_name
...
...
@@ -98,6 +101,7 @@ def predict(queue_name, x_list):
save_result
(
queue_name
,
x_list
)
def
save_result
(
queue_name
,
x_list
):
score_df
=
pd
.
read_csv
(
DIRECTORY_PATH
+
"result/output{0}_{1}.csv"
.
format
(
device_id
,
queue_name
),
header
=
None
)
score_df
=
score_df
.
rename
(
columns
=
{
0
:
"score"
})
...
...
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