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ML
ffm-baseline
Commits
813ce269
Commit
813ce269
authored
Nov 09, 2018
by
王志伟
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fix bug
parent
2779038d
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1 changed file
with
66 additions
and
23 deletions
+66
-23
Recommendation_strategy_all.scala
...src/main/scala/com/gmei/Recommendation_strategy_all.scala
+66
-23
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eda/feededa/src/main/scala/com/gmei/Recommendation_strategy_all.scala
View file @
813ce269
...
...
@@ -74,43 +74,86 @@ object Recommendation_strategy_all {
|and partition_date ='${partition_date}'
"""
.
stripMargin
)
decive_id_oldUser
.
show
()
decive_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
val
strategies
=
Seq
(
"1$"
,
"
^1
$"
)
val
strategies
=
Seq
(
"1$"
,
"
[^1]
$"
)
for
(
strategy
<-
strategies
){
val
clk_count_oldUser
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as get_clk_count_old
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.decive_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'${strategy}'
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${param.date}'
if
(
strategy
==
"1$"
){
val
clk_count_oldUser_experiment
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as get_clk_count_old
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.decive_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'${strategy}'
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${param.date}'
"""
.
stripMargin
)
)
val
imp_count_oldUser_experiment
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as get_imp_count_old
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.decive_id
|where je.cid_type = 'diary'
|and je.device_id regexp'${strategy}'
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${param.date}'
"""
.
stripMargin
)
val
result1
=
clk_count_oldUser_experiment
.
join
(
imp_count_oldUser_experiment
,
"stat_date"
)
result1
.
createOrReplaceTempView
(
"temp1"
)
}
else
{
val
clk_count_oldUser_all
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as get_clk_count_old
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.decive_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'${strategy}'
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${param.date}'
"""
.
stripMargin
)
val
imp_count_oldUser_all
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as get_imp_count_old
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.decive_id
|where je.cid_type = 'diary'
|and je.device_id regexp'${strategy}'
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${param.date}'
"""
.
stripMargin
)
val
result2
=
clk_count_oldUser_all
.
join
(
imp_count_oldUser_all
,
"stat_date"
)
result2
.
createOrReplaceTempView
(
"temp2"
)
val
imp_count_oldUser
=
sc
.
sql
(
}
val
current_all
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as get_imp_count_old
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.decive_id
|where je.cid_type = 'diary'
|and je.device_id regexp'${strategy}'
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${param.date}'
|select a.stat_date,a.clk_count_oldUser_experiment,a.imp_count_oldUser_experiment,b.clk_count_oldUser_all,b.imp_count_oldUser_all
|from temp1 a inner join temp2 b
|on a.stat_date = b.stat_date
"""
.
stripMargin
)
val
result
=
c
lk_count_oldUser
.
join
(
imp_count_oldUser
,
"stat_date"
)
val
result
=
c
urrent_all
result
.
show
()
}
...
...
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