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ML
ffm-baseline
Commits
645db8b2
Commit
645db8b2
authored
Oct 26, 2018
by
王志伟
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add new user
parent
f03de1a3
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1 changed file
with
49 additions
and
9 deletions
+49
-9
strategy_clk_imp_oldUser.scala
...da/src/main/scala/com/gmei/strategy_clk_imp_oldUser.scala
+49
-9
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eda/feededa/src/main/scala/com/gmei/strategy_clk_imp_oldUser.scala
View file @
645db8b2
...
...
@@ -60,15 +60,53 @@ object strategy_clk_imp_oldUser {
"""
.
stripMargin
)
decive_id_oldUser
.
show
()
decive_id_oldUser
.
createOrReplaceTempView
(
"device_id_tmp1"
)
decive_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
val
decive_id_newUser
=
sc
.
sql
(
s
"""
|select distinct(device_id) as decive_id_newUser
|from online.ml_device_day_active_status
|where active_type = '[1|2|3]'
|and partition_date ='${partition_date}'
"""
.
stripMargin
)
decive_id_oldUser
.
show
()
decive_id_oldUser
.
createOrReplaceTempView
(
"device_id_newUser"
)
val
strategies
=
Seq
(
"[1|2]$"
,
"[3|4]$"
,
"[5|6]$"
,
"[7|8]$"
)
for
(
strategy
<-
strategies
){
val
clk_count
=
sc
.
sql
(
val
clk_count_oldUser
=
sc
.
sql
(
s
"""
|select '${stat_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_oldUser
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'${strategy}'
|and jd.device_id not in (select device_id from bl_device_list)
|and jd.device_id not in (select device_id from blacklist)
|and jd.stat_date ='${stat_date}'
"""
.
stripMargin
)
val
imp_count_oldUser
=
sc
.
sql
(
s
"""
|select '${stat_date}' as stat_date, count(cid_id) as get_imp_count_old
|from data_feed_exposure je inner join device_id_old
|on je.device_id = device_id_old.decive_id_oldUser
|where je.cid_type = 'diary'
|and je.device_id regexp'${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 ='${stat_date}'
"""
.
stripMargin
)
val
clk_count_newUser
=
sc
.
sql
(
s
"""
|select '${stat_date}' as stat_date, count(cid_id) as get_clk_count
|from data_feed_click jd inner join device_id_
tmp1
|on jd.device_id = device_id_
tmp1.decive_id_old
User
|select '${stat_date}' as stat_date, count(cid_id) as get_clk_count
_newUser
|from data_feed_click jd inner join device_id_
newUser
|on jd.device_id = device_id_
newUser.decive_id_new
User
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and jd.device_id regexp'${strategy}'
|and jd.device_id not in (select device_id from bl_device_list)
...
...
@@ -77,11 +115,11 @@ object strategy_clk_imp_oldUser {
"""
.
stripMargin
)
val
imp_count
=
sc
.
sql
(
val
imp_count
_newUser
=
sc
.
sql
(
s
"""
|select '${stat_date}' as stat_date, count(cid_id) as get_imp_count
|from data_feed_exposure je inner join device_id_
tmp1
|on je.device_id = device_id_
tmp1.decive_id_old
User
|from data_feed_exposure je inner join device_id_
newUser
|on je.device_id = device_id_
newUser.decive_id_new
User
|where je.cid_type = 'diary'
|and je.device_id regexp'${strategy}'
|and je.device_id not in (select device_id from bl_device_list)
...
...
@@ -90,7 +128,9 @@ object strategy_clk_imp_oldUser {
"""
.
stripMargin
)
val
result
=
clk_count
.
join
(
imp_count
,
"stat_date"
)
val
result
=
clk_count_oldUser
.
join
(
imp_count_oldUser
,
"stat_date"
)
.
join
(
clk_count_newUser
,
"stat_date"
)
.
join
(
imp_count_newUser
,
"stat_date"
)
result
.
show
()
...
...
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