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package mobvista.dmp.datasource.taobao
import java.net.URI
import mobvista.dmp.common.CommonSparkJob
import mobvista.dmp.format.TextMultipleOutputFormat
import org.apache.commons.cli.Options
import org.apache.commons.lang.StringUtils
import org.apache.hadoop.fs.{FileSystem, Path}
import org.apache.hadoop.io.Text
import org.apache.spark.sql.{Row, SparkSession}
import scala.collection.mutable.ArrayBuffer
class EtlOtherDataFromPostBackDaily extends CommonSparkJob with Serializable {
def buildRes( row: Row) : Array[Tuple2[Text, Text]] = {
val buffer = new ArrayBuffer[Tuple2[Text, Text]]()
val device_id = row.getAs[String]("device_id")
val device_type = row.getAs[String]("device_type")
val package_number = row.getAs[String]("package_number")
val outputpath = package_number+"_"+device_type
if (StringUtils.isNotBlank(outputpath)) {
buffer += Tuple2(new Text(s"${outputpath}, "), new Text(device_id))
}
buffer.toArray
}
override protected def buildOptions(): Options = {
val options = new Options
options.addOption("dt_today", true, "[must] dt_today")
options.addOption("dt_oneday_ago", true, "[must] dt_oneday_ago")
options.addOption("output",true, "[must] output")
options
}
override protected def run(args: Array[String]): Int = {
val commandLine = commParser.parse(options, args)
if (!checkMustOption(commandLine)) {
printUsage(options)
return -1
} else printOptions(commandLine)
val dt_today = commandLine.getOptionValue("dt_today")
val dt_oneday_ago = commandLine.getOptionValue("dt_oneday_ago")
val output = commandLine.getOptionValue("output")
val spark = SparkSession.builder()
.appName("EtlOtherDataFromPostBackDaily")
.config("spark.rdd.compress", "true")
.config("spark.io.compression.codec", "snappy")
.config("spark.sql.orc.filterPushdown", "true")
.config("spark.sql.warehouse.dir", "s3://mob-emr-test/spark-warehouse")
.config("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
.enableHiveSupport()
.getOrCreate()
FileSystem.get(new URI(s"s3://mob-emr-test"), spark.sparkContext.hadoopConfiguration).delete(new Path(output), true)
val sc = spark.sparkContext
sc.hadoopConfiguration.set("mapreduce.fileoutputcommitter.marksuccessfuljobs", "false")
try {
// val sql5 =
// s"""
// |select distinct t1.device_id from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='imei'
// |and package_name in ('com.taobao.foractivation.204543')) t1
// |inner join
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='imei'
// |and package_name in ('com.taobao.taobao_oppo')) t2
// |on t1.device_id=t2.device_id
// """.stripMargin
//
// spark.sql(sql5).rdd.map(_.mkString).coalesce(50)
// .saveAsTextFile(output05)
//
// val sql6 =
// s"""
// |select distinct t1.device_id from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='imeimd5'
// |and package_name in ('com.taobao.foractivation.204543')) t1
// |inner join
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='imeimd5'
// |and package_name in ('com.taobao.taobao_oppo')) t2
// |on t1.device_id=t2.device_id
// """.stripMargin
//
// spark.sql(sql6).rdd.map(_.mkString).coalesce(50)
// .saveAsTextFile(output06)
val sql1 =
s"""
|select t1.device_id,t1.device_type,'204543' as package_number from
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_today}' and business='ali_activation' and device_type in ('imei','imeimd5')
|and package_name in ('com.taobao.foractivation.204543')) t1
|inner join
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_oneday_ago}' and business='dsp_req' and device_type in ('imei','imeimd5')
|and package_name in ('com.taobao.taobao_oppo')) t2
|on t1.device_id=t2.device_id
|group by t1.device_id,t1.device_type
|union
|select t1.device_id,t1.device_type,'227229' as package_number from
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_today}' and business='ali_activation' and device_type in ('imei','imeimd5')
|and package_name in ('com.taobao.foractivation.227229')) t1
|inner join
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_oneday_ago}' and business='dsp_req' and device_type in ('imei','imeimd5')
|and package_name in ('com.taobao.taobao_oppo')) t2
|on t1.device_id=t2.device_id
|group by t1.device_id,t1.device_type
|union
|select t1.device_id,t1.device_type,'188844' as package_number from
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_today}' and business='ali_activation' and device_type in ('imei','imeimd5')
|and package_name in ('com.taobao.foractivation.188844')) t1
|inner join
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_oneday_ago}' and business='dsp_req' and device_type in ('imei','imeimd5')
|and package_name in ('com.taobao.taobao_oppo')) t2
|on t1.device_id=t2.device_id
|group by t1.device_id,t1.device_type
|union
|select t2.device_id,t2.device_type,'iqyi_227229' as package_number from
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_today}' and business='ali_activation' and device_type='imeimd5'
|and package_name in ('com.taobao.foractivation.227229')) t1
|right join
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_oneday_ago}' and business='dsp_req' and device_type in ('oaidmd5','imeimd5')
|and package_name in ('com.iqiyi_android.subtract_with_227229')) t2
|on t1.device_id=t2.device_id
|where t1.device_id is null and t2.device_type='imeimd5'
|group by t2.device_id,t2.device_type
|union
|select t2.device_id,t2.device_type,'iqyi_227229' as package_number from
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_today}' and business='ali_activation' and device_type='oaidmd5'
|and package_name in ('com.taobao.foractivation.227229_oaid')) t1
|right join
|(select device_id,device_type from dwh.dm_install_list_v2
|where dt='${dt_oneday_ago}' and business='dsp_req' and device_type in ('oaidmd5','imeimd5')
|and package_name in ('com.iqiyi_android.subtract_with_227229')) t2
|on t1.device_id=t2.device_id
|where t1.device_id is null and t2.device_type='oaidmd5'
|group by t2.device_id,t2.device_type
""".stripMargin
spark.sql(sql1).rdd.flatMap(buildRes(_)).coalesce(100)
.saveAsNewAPIHadoopFile(s"${output}", classOf[Text], classOf[Text], classOf[TextMultipleOutputFormat], spark.sparkContext.hadoopConfiguration)
// val sql7 =
// s"""
// |select distinct t1.device_id from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='imei'
// |and package_name in ('com.taobao.foractivation.227229')) t1
// |inner join
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='imei'
// |and package_name in ('com.taobao.taobao_oppo')) t2
// |on t1.device_id=t2.device_id
// """.stripMargin
//
// spark.sql(sql7).rdd.map(_.mkString).coalesce(50)
// .saveAsTextFile(output07)
//
// val sql8 =
// s"""
// |select distinct t1.device_id from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='imeimd5'
// |and package_name in ('com.taobao.foractivation.227229')) t1
// |inner join
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='imeimd5'
// |and package_name in ('com.taobao.taobao_oppo')) t2
// |on t1.device_id=t2.device_id
// """.stripMargin
//
// spark.sql(sql8).rdd.map(_.mkString).coalesce(50)
// .saveAsTextFile(output08)
// val sql9 =
// s"""
// |select distinct t1.device_id from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='imei'
// |and package_name in ('com.taobao.foractivation.188844')) t1
// |inner join
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='imei'
// |and package_name in ('com.taobao.taobao_oppo')) t2
// |on t1.device_id=t2.device_id
// """.stripMargin
//
// spark.sql(sql9).rdd.map(_.mkString).coalesce(50)
// .saveAsTextFile(output09)
//
// val sql10 =
// s"""
// |select distinct t1.device_id from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='imeimd5'
// |and package_name in ('com.taobao.foractivation.188844')) t1
// |inner join
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='imeimd5'
// |and package_name in ('com.taobao.taobao_oppo')) t2
// |on t1.device_id=t2.device_id
// """.stripMargin
//
// spark.sql(sql10).rdd.map(_.mkString).coalesce(50)
// .saveAsTextFile(output10)
// val sql11 =
// s"""
// |select distinct t2.device_id from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='imeimd5'
// |and package_name in ('com.taobao.foractivation.227229')) t1
// |right join
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='imeimd5' and platform='android'
// |and package_name in ('com.iqiyi_android.subtract_with_227229')) t2
// |on t1.device_id=t2.device_id
// |where t1.device_id is null
// """.stripMargin
//
// spark.sql(sql11).rdd.map(_.mkString).coalesce(50)
// .saveAsTextFile(output11)
//
// val sql12 =
// s"""
// |select distinct t2.device_id from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='oaidmd5'
// |and package_name in ('com.taobao.foractivation.227229_oaid')) t1
// |right join
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='oaidmd5' and platform='android'
// |and package_name in ('com.iqiyi_android.subtract_with_227229')) t2
// |on t1.device_id=t2.device_id
// |where t1.device_id is null
// """.stripMargin
// val sql12 =
// s"""
// |select distinct t2.device_id_md5 from
// |(select device_id from dwh.dm_install_list_v2
// |where dt='${dt_today}' and business='ali_activation' and device_type='oaidmd5'
// |and package_name in ('com.taobao.foractivation.227229_oaid')) t1
// |right join
// |(select MD5(device_id) as device_id_md5 from dwh.dm_install_list_v2
// |where dt='${dt_oneday_ago}' and business='dsp_req' and device_type='oaid' and platform='android'
// |and package_name in ('com.iqiyi_android.subtract_with_227229')) t2
// |on t1.device_id=t2.device_id_md5
// |where t1.device_id is null
// """.stripMargin
// spark.sql(sql12).rdd.map(_.mkString).coalesce(50)
// .saveAsTextFile(output12)
} finally {
spark.stop()
}
0
}
}
object EtlOtherDataFromPostBackDaily {
def main(args: Array[String]): Unit = {
new EtlOtherDataFromPostBackDaily().run(args)
}
}