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ML
ffm-baseline
Commits
231711b1
Commit
231711b1
authored
Nov 01, 2018
by
王志伟
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get new data 通过testt文件
parent
5edec3f4
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with
14 additions
and
85 deletions
+14
-85
testt.scala
eda/feededa/src/main/scala/com/gmei/testt.scala
+14
-85
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eda/feededa/src/main/scala/com/gmei/testt.scala
View file @
231711b1
...
@@ -14,7 +14,7 @@ object testt {
...
@@ -14,7 +14,7 @@ object testt {
Logger
.
getLogger
(
"org.apache.eclipse.jetty.server"
).
setLevel
(
Level
.
OFF
)
Logger
.
getLogger
(
"org.apache.eclipse.jetty.server"
).
setLevel
(
Level
.
OFF
)
case
class
Params
(
env
:
String
=
"dev"
,
case
class
Params
(
env
:
String
=
"dev"
,
date
:
String
=
"2018-08-01"
//
date: String = "2018-08-01"
)
extends
AbstractParams
[
Params
]
with
Serializable
)
extends
AbstractParams
[
Params
]
with
Serializable
val
defaultParams
=
Params
()
val
defaultParams
=
Params
()
...
@@ -24,9 +24,9 @@ object testt {
...
@@ -24,9 +24,9 @@ object testt {
opt
[
String
](
"env"
)
opt
[
String
](
"env"
)
.
text
(
s
"the databases environment you used"
)
.
text
(
s
"the databases environment you used"
)
.
action
((
x
,
c
)
=>
c
.
copy
(
env
=
x
))
.
action
((
x
,
c
)
=>
c
.
copy
(
env
=
x
))
opt
[
String
]
(
"date"
)
//
opt[String] ("date")
.
text
(
s
"the date you used"
)
//
.text(s"the date you used")
.
action
((
x
,
c
)
=>
c
.
copy
(
date
=
x
))
//
.action((x,c) => c.copy(date = x))
note
(
note
(
"""
"""
|For example, the following command runs this app on a tidb dataset:
|For example, the following command runs this app on a tidb dataset:
...
@@ -53,91 +53,20 @@ object testt {
...
@@ -53,91 +53,20 @@ object testt {
import
sc.implicits._
import
sc.implicits._
// val stat_date = GmeiConfig.getMinusNDate(1)
// val stat_date = GmeiConfig.getMinusNDate(1)
println
(
param
.
date
)
val
strategies
=
Seq
(
"3$"
,
"4$"
,
"5$"
,
"6$"
,
"7$"
,
"8$"
,
"a$"
,
"b$"
,
"c$"
,
"d$"
,
"e$"
,
"A$"
,
"B$"
,
"C$"
,
"D$"
)
val
partition_date
=
param
.
date
.
replace
(
"-"
,
""
)
val
decive_id_oldUser
=
sc
.
sql
(
s
"""
|select distinct(device_id) as decive_id
|from online.ml_device_day_active_status
|where active_type = '4'
|and partition_date ='${partition_date}'
"""
.
stripMargin
)
decive_id_oldUser
.
show
()
decive_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
val
decive_id_newUser
=
sc
.
sql
(
s
"""
|select distinct(device_id) as decive_id
|from online.ml_device_day_active_status
|where active_type != '4'
|and partition_date ='${partition_date}'
"""
.
stripMargin
)
decive_id_newUser
.
show
()
decive_id_newUser
.
createOrReplaceTempView
(
"device_id_newUser"
)
val
strategies
=
Seq
(
"[1|2]$"
,
"[3|4]$"
,
"[5|6]$"
,
"[7|8]$"
)
for
(
strategy
<-
strategies
){
for
(
strategy
<-
strategies
){
val
clk_count_oldUser
=
sc
.
sql
(
val
get_data_dura
=
sc
.
sql
(
s
"""
|select '${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
=
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 ='${param.date}'
"""
.
stripMargin
)
val
clk_count_newUser
=
sc
.
sql
(
s
"""
s
"""
|select '${param.date}' as stat_date, count(cid_id) as get_clk_count_newUser
|select partition_date, sum(params['duration']) as total_dur,count(distinct(cl_id)) as num
|from data_feed_click jd inner join device_id_newUser
|from online.tl_hdfs_maidian_view
|on jd.device_id = device_id_newUser.decive_id
|where where action="on_app_session_over"
|where (jd.cid_type = 'diary' or jd.cid_type = 'diary_video')
|and cl_id regexp '${strategy}'
|and jd.device_id regexp'${strategy}'
|and params['duration']>=0 and params['duration']<86400
|and jd.device_id not in (select device_id from bl_device_list)
|and partition_date >='20180801'
|and jd.device_id not in (select device_id from blacklist)
|group by partition_date order by partition_date desc
|and jd.stat_date ='${param.date}'
"""
.
stripMargin
"""
.
stripMargin
)
)
get_data_dura
.
show
()
val
imp_count_newUser
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date, count(cid_id) as get_imp_count_newUser
|from data_feed_exposure je inner join device_id_newUser
|on je.device_id = device_id_newUser.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
)
imp_count_newUser
.
show
()
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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