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package mobvista.dmp.datasource.toutiao
import mobvista.dmp.common.CommonSparkJob
import org.apache.spark.sql.SparkSession
class EtlToutiaoDaily extends CommonSparkJob with Serializable {
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 input = commandLine.getOptionValue("input")
val output = commandLine.getOptionValue("output")
val spark = SparkSession.builder()
.appName("dmp_DmToutiaoTotal_fengliang")
.config("spark.rdd.compress", "true")
.config("spark.sql.warehouse.dir", "s3://mob-emr-test/spark-warehouse")
.config("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
.getOrCreate()
import spark.implicits._
val sc = spark.sparkContext
try {
sc.textFile(input)
.map(splitFun(_))
.filter(_.length >= 6)
.map(array => {
val first = array(0)
var campaignId = array(1)
if (first.contains(" ")) {
val splits = splitFun(first, " ")
if (splits.length == 3) {
campaignId = splits(2)
}
}
val deviceId = array(5)
ToutiaoDailyVO(deviceId, campaignId)
})
.filter(vo => {
val deviceId = vo.device_id
deviceId.matches(didPtn) && !deviceId.equals(allZero)
})
.toDF()
.createOrReplaceTempView("t_toutiao_daily")
val sql =
"""
|select t.device_id, t.campaign_id
|from t_toutiao_daily t
|group by t.device_id, t.campaign_id
""".stripMargin
spark.sql(sql)
.write
.option("orc.compress", "zlib")
.orc(output)
} finally {
if (spark != null) {
spark.stop()
}
}
0
}
}
object EtlToutiaoDaily {
def main(args: Array[String]): Unit = {
new EtlToutiaoDaily().run(args)
}
}
case class ToutiaoDailyVO(device_id: String, campaign_id: String)