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ffm-baseline
Commits
c4b33fe7
Commit
c4b33fe7
authored
Nov 13, 2018
by
王志伟
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temp_analysis.scala
eda/feededa/src/main/scala/com/gmei/temp_analysis.scala
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eda/feededa/src/main/scala/com/gmei/temp_analysis.scala
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c4b33fe7
package
com.gmei
import
java.io.Serializable
import
com.gmei.WeafareStat.
{
defaultParams
,
parser
}
import
org.apache.spark.sql.
{
SaveMode
,
TiContext
}
import
org.apache.log4j.
{
Level
,
Logger
}
import
scopt.OptionParser
import
com.gmei.lib.AbstractParams
object
temp_analysis
{
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 ${defaultParams.env}"
)
}
def
main
(
args
:
Array
[
String
])
:
Unit
=
{
parser
.
parse
(
args
,
defaultParams
).
map
{
param
=>
GmeiConfig
.
setup
(
param
.
env
)
val
spark_env
=
GmeiConfig
.
getSparkSession
()
val
sc
=
spark_env
.
_2
val
ti
=
new
TiContext
(
sc
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"diary_video"
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"data_feed_click"
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"blacklist"
)
ti
.
tidbMapTable
(
dbName
=
"jerry_test"
,
tableName
=
"bl_device_list"
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"data_feed_exposure"
)
ti
.
tidbMapTable
(
dbName
=
"jerry_prod"
,
tableName
=
"merge_queue_table"
)
import
sc.implicits._
// val stat_date = GmeiConfig.getMinusNDate(1)
//println(param.date)
val
partition_date
=
param
.
date
.
replace
(
"-"
,
""
)
//获取策略命中用户device_id
val
device_id_cover
=
sc
.
sql
(
s
"""
|select distinct(device_id) as device_id
|from merge_queue_table
"""
.
stripMargin
)
device_id_cover
.
createOrReplaceTempView
(
"device_id_cover_older"
)
val
diary_pv
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date,count(params["business_id"]) as diary_pv,count(distinct(cl_id)) as device_num_diary
|from online.tl_hdfs_maidian_view
|where action="page_view"
|and params["page_name"]="diary_detail"
|and (params["out"]-params["in"])<7200
|and partition_date ='${partition_date}'
"""
.
stripMargin
)
val
meigou_pv
=
sc
.
sql
(
s
"""
|select '${param.date}' as stat_date,count(params["business_id"]) as meigou_pv,count(distinct(cl_id)) as device_num_meigou
|from online.tl_hdfs_maidian_view
|where action="page_view"
|and params["page_name"]="welfare_detail"
|and (params["out"]-params["in"])<7200
|and partition_date ='${partition_date}'
"""
.
stripMargin
)
val
result
=
diary_pv
.
join
(
meigou_pv
,
"stat_date"
)
result
.
show
()
}
}
}
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