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ML
ffm-baseline
Commits
bbd7d370
Commit
bbd7d370
authored
Feb 23, 2019
by
王志伟
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新用户去掉用户黑名单
parent
9d44a4ba
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2 changed files
with
154 additions
and
2 deletions
+154
-2
temp_count.scala
eda/feededa/src/main/scala/com/gmei/temp_count.scala
+152
-0
testt.scala
eda/feededa/src/main/scala/com/gmei/testt.scala
+2
-2
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eda/feededa/src/main/scala/com/gmei/temp_count.scala
View file @
bbd7d370
...
...
@@ -640,3 +640,155 @@ object GetHiveSearchData {
}
object
find_reason
{
Logger
.
getLogger
(
"org.apache.spark"
).
setLevel
(
Level
.
WARN
)
Logger
.
getLogger
(
"org.apache.eclipse.jetty.server"
).
setLevel
(
Level
.
OFF
)
case
class
Params
(
env
:
String
=
"dev"
,
date
:
String
=
"2018-08-01"
)
extends
AbstractParams
[
Params
]
with
Serializable
val
defaultParams
=
Params
()
val
parser
=
new
OptionParser
[
Params
](
"Feed_EDA"
)
{
head
(
"WeafareStat"
)
opt
[
String
](
"env"
)
.
text
(
s
"the databases environment you used"
)
.
action
((
x
,
c
)
=>
c
.
copy
(
env
=
x
))
opt
[
String
]
(
"date"
)
.
text
(
s
"the date you used"
)
.
action
((
x
,
c
)
=>
c
.
copy
(
date
=
x
))
note
(
"""
|For example, the following command runs this app on a tidb dataset:
|
| spark-submit --class com.gmei.WeafareStat ./target/scala-2.11/feededa-assembly-0.1.jar \
"""
.
stripMargin
+
s
"| --env ${defaultParams.env}"
)
}
def
main
(
args
:
Array
[
String
])
:
Unit
=
{
parser
.
parse
(
args
,
defaultParams
).
map
{
param
=>
GmeiConfig
.
setup
(
param
.
env
)
val
spark_env
=
GmeiConfig
.
getSparkSession
()
val
sc
=
spark_env
.
_2
val
ti
=
new
TiContext
(
sc
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"diary_video"
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"data_feed_click"
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"blacklist"
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"data_feed_exposure"
)
val
stat_date
=
GmeiConfig
.
getMinusNDate
(
1
)
// val stat_date=param.date
val
partition_date
=
stat_date
.
replace
(
"-"
,
""
)
//机构id
val
blacklist
=
sc
.
sql
(
s
"""
|select device_id from blacklist
"""
.
stripMargin
)
blacklist
.
createOrReplaceTempView
(
"blacklist"
)
val
agency_id
=
sc
.
sql
(
s
"""
|SELECT DISTINCT(cl_id) as device_id
|FROM online.ml_hospital_spam_pv_day
|WHERE partition_date >= '20180402'
|AND partition_date <= '${partition_date}'
|AND pv_ratio >= 0.95
|UNION ALL
|SELECT DISTINCT(cl_id) as device_id
|FROM online.ml_hospital_spam_pv_month
|WHERE partition_date >= '20171101'
|AND partition_date <= '${partition_date}'
|AND pv_ratio >= 0.95
"""
.
stripMargin
)
agency_id
.
show
()
agency_id
.
createOrReplaceTempView
(
"agency_id"
)
//每日新用户
val
device_id_newUser
=
sc
.
sql
(
s
"""
|select distinct(os.device_id) as device_id
|from online.ml_device_day_active_status os left join blacklist
|where os.active_type != '4'
|and os.first_channel_source_type not in ('yqxiu1','yqxiu2','yqxiu3','yqxiu4','yqxiu5','mxyc1','mxyc2','mxyc3'
| ,'wanpu','jinshan','jx','maimai','zhuoyi','huatian','suopingjingling','mocha','mizhe','meika','lamabang'
| ,'js-az1','js-az2','js-az3','js-az4','js-az5','jfq-az1','jfq-az2','jfq-az3','jfq-az4','jfq-az5','toufang1'
| ,'toufang2','toufang3','toufang4','toufang5','toufang6','TF-toufang1','TF-toufang2','TF-toufang3','TF-toufang4'
| ,'TF-toufang5','tf-toufang1','tf-toufang2','tf-toufang3','tf-toufang4','tf-toufang5','benzhan','promotion_aso100'
| ,'promotion_qianka','promotion_xiaoyu','promotion_dianru','promotion_malioaso','promotion_malioaso-shequ'
| ,'promotion_shike','promotion_julang_jl03','','unknown')
|and os.partition_date ='${partition_date}'
|and blacklist.device_id is null
"""
.
stripMargin
)
device_id_newUser
.
show
()
device_id_newUser
.
createOrReplaceTempView
(
"device_id_new"
)
//每日老用户
val
device_id_oldUser
=
sc
.
sql
(
s
"""
|select distinct(os.device_id) as device_id
|from online.ml_device_day_active_status os left join blacklist
|on os.device_id=blacklist.device_id
|where os.active_type = '4'
|and os.first_channel_source_type not in ('yqxiu1','yqxiu2','yqxiu3','yqxiu4','yqxiu5','mxyc1','mxyc2','mxyc3'
| ,'wanpu','jinshan','jx','maimai','zhuoyi','huatian','suopingjingling','mocha','mizhe','meika','lamabang'
| ,'js-az1','js-az2','js-az3','js-az4','js-az5','jfq-az1','jfq-az2','jfq-az3','jfq-az4','jfq-az5','toufang1'
| ,'toufang2','toufang3','toufang4','toufang5','toufang6','TF-toufang1','TF-toufang2','TF-toufang3','TF-toufang4'
| ,'TF-toufang5','tf-toufang1','tf-toufang2','tf-toufang3','tf-toufang4','tf-toufang5','benzhan','promotion_aso100'
| ,'promotion_qianka','promotion_xiaoyu','promotion_dianru','promotion_malioaso','promotion_malioaso-shequ'
| ,'promotion_shike','promotion_julang_jl03','','unknown')
|and os.partition_date ='${partition_date}'
|and blacklist.device_id is null
"""
.
stripMargin
)
device_id_oldUser
.
show
()
device_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
//日记本转化美购
//1.日记本到美购转化数
val
diary_meigou_temp
=
sc
.
sql
(
s
"""
|select ou.cl_id as device_id
|from online.bl_hdfs_page_view_updates ou left join agency_id
|on ou.cl_id = agency_id.device_id
|where ou.partition_date = '${partition_date}'
|and ou.page_name='welfare_detail'
|and ou.referrer='diary_detail'
|and agency_id.device_id is null
"""
.
stripMargin
)
diary_meigou_temp
.
createOrReplaceTempView
(
"diary_meigou_temp"
)
val
result
=
diary_meigou_newUser
.
join
(
diary_meigou_oldUser
,
"stat_date"
)
.
join
(
diary_clk_newUser
,
"stat_date"
)
.
join
(
diary_clk_oldUser
,
"stat_date"
)
.
join
(
diary_exp_newUser
,
"stat_date"
)
.
join
(
diary_exp_oldUser
,
"stat_date"
)
.
join
(
search_newUser
,
"stat_date"
)
.
join
(
search_oldUser
,
"stat_date"
)
.
join
(
log_newUser
,
"stat_date"
)
.
join
(
log_oldUser
,
"stat_date"
)
GmeiConfig
.
writeToJDBCTable
(
result
,
"diary_meigou_crv"
,
SaveMode
.
Append
)
}
}
}
eda/feededa/src/main/scala/com/gmei/testt.scala
View file @
bbd7d370
...
...
@@ -76,7 +76,7 @@ object testt {
|AND pv_ratio >= 0.95
"""
.
stripMargin
)
agency_id
.
show
()
//
agency_id.show()
agency_id
.
createOrReplaceTempView
(
"agency_id"
)
//每日新用户
val
device_id_newUser
=
sc
.
sql
(
...
...
@@ -116,7 +116,7 @@ object testt {
|and blacklist.device_id is null
"""
.
stripMargin
)
device_id_oldUser
.
show
()
//
device_id_oldUser.show()
device_id_oldUser
.
createOrReplaceTempView
(
"device_id_old"
)
...
...
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