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ML
ffm-baseline
Commits
804a64a8
Commit
804a64a8
authored
Nov 09, 2018
by
王志伟
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repair bug
parent
96b3c15b
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1 changed file
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24 additions
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42 deletions
+24
-42
Recommendation_strategy_all.scala
...src/main/scala/com/gmei/Recommendation_strategy_all.scala
+24
-42
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eda/feededa/src/main/scala/com/gmei/Recommendation_strategy_all.scala
View file @
804a64a8
//#该文件统计ffm\node2vec\搜索推荐三个策略merge后的全量用户的ctr
//#device_id尾号为1的用户为对照组
//#且去除每天新用户
package
com.gmei
import
java.io.Serializable
...
...
@@ -57,11 +53,11 @@ object Recommendation_strategy_all {
import
sc.implicits._
// val stat_date = GmeiConfig.getMinusNDate(1)
//
println(param.date)
println
(
param
.
date
)
val
partition_date
=
param
.
date
.
replace
(
"-"
,
""
)
val
decive_id_oldUser
=
sc
.
sql
(
s
"""
|select distinct(device_id) as de
vic
e_id
|select distinct(device_id) as de
civ
e_id
|from online.ml_device_day_active_status
|where active_type = '4'
|and first_channel_source_type not in ('yqxiu1','yqxiu2','yqxiu3','yqxiu4','yqxiu5','mxyc1','mxyc2','mxyc3'
...
...
@@ -77,61 +73,47 @@ object Recommendation_strategy_all {
decive_id_oldUser
.
show
()
decive_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
val
clk_count_oldUser_experiment
=
sc
.
sql
(
val
strategies
=
Seq
(
"1$"
,
"[^1]$"
)
for
(
strategy
<-
strategies
){
val
clk_count_oldUser
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as clk_count_oldUser_experiment
|select '${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.devic
e_id
|on jd.device_id = device_id_old.deciv
e_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
)
clk_count_oldUser_experiment
.
show
()
val
imp_count_oldUser_experiment
=
sc
.
sql
(
val
imp_count_oldUser
=
sc
.
sql
(
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 get_imp_count_old
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.devic
e_id
|on je.device_id = device_id_old.deciv
e_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
)
imp_count_oldUser_experiment
.
show
()
val
clk_count_oldUser_all
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as clk_count_oldUser_all
|from data_feed_click jd inner join device_id_old
|on jd.device_id = device_id_old.device_id
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${param.date}'
"""
.
stripMargin
)
clk_count_oldUser_all
.
show
()
val
imp_count_oldUser_all
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as imp_count_oldUser_all
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.device_id
|where je.cid_type = 'diary'
|and je.device_id not in (select device_id from bl_device_list)
|and je.device_id not in (select device_id from blacklist)
|and je.stat_date ='${param.date}'
"""
.
stripMargin
)
imp_count_oldUser_all
.
show
()
val
result2
=
clk_count_oldUser_experiment
.
join
(
imp_count_oldUser_experiment
,
"stat_date"
)
.
join
(
clk_count_oldUser_all
,
"stat_date"
)
.
join
(
imp_count_oldUser_all
,
"stat_date"
)
result2
.
show
()
val
result
=
clk_count_oldUser
.
join
(
imp_count_oldUser
,
"stat_date"
)
result
.
show
()
}
}
...
...
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