Commit bbd7d370 authored by 王志伟's avatar 王志伟

新用户去掉用户黑名单

parent 9d44a4ba
...@@ -640,3 +640,155 @@ object GetHiveSearchData { ...@@ -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)
}
}
}
...@@ -76,7 +76,7 @@ object testt { ...@@ -76,7 +76,7 @@ object testt {
|AND pv_ratio >= 0.95 |AND pv_ratio >= 0.95
""".stripMargin """.stripMargin
) )
agency_id.show() // agency_id.show()
agency_id.createOrReplaceTempView("agency_id") agency_id.createOrReplaceTempView("agency_id")
//每日新用户 //每日新用户
val device_id_newUser = sc.sql( val device_id_newUser = sc.sql(
...@@ -116,7 +116,7 @@ object testt { ...@@ -116,7 +116,7 @@ object testt {
|and blacklist.device_id is null |and blacklist.device_id is null
""".stripMargin """.stripMargin
) )
device_id_oldUser.show() // device_id_oldUser.show()
device_id_oldUser.createOrReplaceTempView("device_id_old") device_id_oldUser.createOrReplaceTempView("device_id_old")
......
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