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ML
ffm-baseline
Commits
75a0926d
Commit
75a0926d
authored
Jun 21, 2019
by
张彦钊
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feature_engineering.py
eda/esmm/Model_pipline/feature_engineering.py
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eda/esmm/Model_pipline/feature_engineering.py
View file @
75a0926d
...
...
@@ -296,8 +296,7 @@ def get_predict(date,value_map,app_list_map,leve2_map,leve3_map):
"left join jerry_test.sixin_tag sixin on e.device_id = sixin.device_id "
\
"left join jerry_test.cart_tag cart on e.device_id = cart.device_id "
\
"left join jerry_test.knowledge k on feat.level2 = k.level2_id "
\
"left join jerry_test.search_doris doris on e.device_id = doris.device_id and e.stat_date = doris.get_date "
\
"limit 600000"
"left join jerry_test.search_doris doris on e.device_id = doris.device_id and e.stat_date = doris.get_date"
features
=
[
"ucity_id"
,
"ccity_name"
,
"device_type"
,
"manufacturer"
,
"channel"
,
"top"
,
"time"
,
"hospital_id"
,
...
...
@@ -334,7 +333,7 @@ def get_predict(date,value_map,app_list_map,leve2_map,leve3_map):
rdd
.
persist
(
storageLevel
=
StorageLevel
.
MEMORY_ONLY_SER
)
print
ln
(
rdd
.
count
())
print
(
rdd
.
count
())
native_pre
=
spark
.
createDataFrame
(
rdd
.
filter
(
lambda
x
:
x
[
0
]
==
0
)
.
map
(
lambda
x
:(
x
[
3
],
x
[
4
],
x
[
5
])))
\
.
toDF
(
"city"
,
"uid"
,
"cid_id"
)
...
...
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