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ML
ffm-baseline
Commits
3ab3596b
Commit
3ab3596b
authored
Nov 09, 2018
by
王志伟
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repair bug
parent
39c3552b
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13 additions
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33 deletions
+13
-33
Recommendation_strategy_all.scala
...src/main/scala/com/gmei/Recommendation_strategy_all.scala
+13
-33
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eda/feededa/src/main/scala/com/gmei/Recommendation_strategy_all.scala
View file @
3ab3596b
...
@@ -74,86 +74,66 @@ object Recommendation_strategy_all {
...
@@ -74,86 +74,66 @@ object Recommendation_strategy_all {
|and partition_date ='${partition_date}'
|and partition_date ='${partition_date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
decive_id_oldUser
.
show
()
decive_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
decive_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
val
strategies
=
Seq
(
"1$"
,
"[^1]$"
)
val
strategies
=
Seq
(
"1$"
,
"[^1]$"
)
for
(
strategy
<-
strategies
){
if
(
strategy
==
"1$"
){
val
clk_count_oldUser_experiment
=
sc
.
sql
(
val
clk_count_oldUser_experiment
=
sc
.
sql
(
s
"""
s
"""
|select '${param.date}' as stat_date, count(cid_id) as clk_count_oldUser_experiment
|select '${param.date}' as stat_date, count(cid_id) as clk_count_oldUser_experiment
|from data_feed_click jd inner join device_id_old
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.decive_id
|on jd.device_id = device_id_old.decive_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp '
${strategy}
'
|and jd.device_id regexp '
[1]$$
'
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${param.date}'
|and jd.stat_date ='${param.date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
val
imp_count_oldUser_experiment
=
sc
.
sql
(
val
imp_count_oldUser_experiment
=
sc
.
sql
(
s
"""
s
"""
|select '${param.date}' as stat_date, count(cid_id) as imp_count_oldUser_experiment
|select '${param.date}' as stat_date, count(cid_id) as imp_count_oldUser_experiment
|from data_feed_exposure je inner join device_id_old
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.decive_id
|on je.device_id = device_id_old.decive_id
|where je.cid_type = 'diary'
|where je.cid_type = 'diary'
|and je.device_id regexp'
${strategy}
'
|and je.device_id regexp'
[1]$$
'
|and je.device_id not in (select device_id from bl_device_list)
|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.device_id not in (select device_id from blacklist)
|and je.stat_date ='${param.date}'
|and je.stat_date ='${param.date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
val
result1
=
clk_count_oldUser_experiment
.
join
(
imp_count_oldUser_experiment
,
"stat_date"
)
val
clk_count_oldUser_all
=
sc
.
sql
(
result1
.
createOrReplaceTempView
(
"temp1"
)
result1
.
show
()
}
else
{
val
clk_count_oldUser_all
=
sc
.
sql
(
s
"""
s
"""
|select '${param.date}' as stat_date, count(cid_id) as clk_count_oldUser_all
|select '${param.date}' as stat_date, count(cid_id) as clk_count_oldUser_all
|from data_feed_click jd inner join device_id_old
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.decive_id
|on jd.device_id = device_id_old.decive_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'
${strategy}
'
|and jd.device_id regexp'
[^1]$$
'
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${param.date}'
|and jd.stat_date ='${param.date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
val
imp_count_oldUser_all
=
sc
.
sql
(
val
imp_count_oldUser_all
=
sc
.
sql
(
s
"""
s
"""
|select '${param.date}' as stat_date, count(cid_id) as imp_count_oldUser_all
|select '${param.date}' as stat_date, count(cid_id) as imp_count_oldUser_all
|from data_feed_exposure je inner join device_id_old
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.decive_id
|on je.device_id = device_id_old.decive_id
|where je.cid_type = 'diary'
|where je.cid_type = 'diary'
|and je.device_id regexp'
${strategy}
'
|and je.device_id regexp'
[^1]$$
'
|and je.device_id not in (select device_id from bl_device_list)
|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.device_id not in (select device_id from blacklist)
|and je.stat_date ='${param.date}'
|and je.stat_date ='${param.date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
val
result2
=
clk_count_oldUser_all
.
join
(
imp_count_oldUser_all
,
"stat_date"
)
val
result2
=
clk_count_oldUser_experiment
.
join
(
imp_count_oldUser_experiment
,
"stat_date"
)
result2
.
createOrReplaceTempView
(
"temp2"
)
.
join
(
clk_count_oldUser_all
,
"stat_date"
)
.
join
(
imp_count_oldUser_all
,
"stat_date"
)
result2
.
show
()
result2
.
show
()
}
}
val
current_all
=
sc
.
sql
(
s
"""
|select temp1.stat_date,temp1.clk_count_oldUser_experiment,temp1.imp_count_oldUser_experiment,temp2.clk_count_oldUser_all,temp2.imp_count_oldUser_all
|from temp1 join temp2
|on temp1.stat_date = temp2.stat_date
"""
.
stripMargin
)
val
result
=
current_all
result
.
show
()
}
}
...
...
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