ReyunPseudoPackageToS3.scala 3.73 KB
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package mobvista.dmp.datasource.reyun

import mobvista.dmp.common.CommonSparkJob
import mobvista.dmp.format.RDDMultipleOutputFormat
import mobvista.dmp.util.DateUtil
import org.apache.commons.cli.Options
import org.apache.hadoop.fs.{FileSystem, Path}
import org.apache.hadoop.io.SequenceFile.CompressionType
import org.apache.hadoop.io.Text
import org.apache.hadoop.io.compress.{CompressionCodec, GzipCodec}
import org.apache.spark.sql.SparkSession

import java.net.URI

/**
 * @author jiangfan
 * @date 2021/12/16 17:51
 */
class ReyunPseudoPackageToS3  extends CommonSparkJob with Serializable{
  override protected def buildOptions(): Options = {
    val options = new Options
    options.addOption("coalesce", true, "[must] coalesce")
    options.addOption("output", true, "[must] output")
    options.addOption("dt_today", true, "[must] dt_today")
    options.addOption("update_date", true, "[must] update_date")
    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 coalesce = commandLine.getOptionValue("coalesce")
    val output = commandLine.getOptionValue("output")
    val dt_today = commandLine.getOptionValue("dt_today")
    val update_date = commandLine.getOptionValue("update_date")

    val spark = SparkSession.builder()
      .appName("ReyunPseudoPackageToS3")
      .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()

    val sc = spark.sparkContext
    import spark.implicits._

    val conf = spark.sparkContext.hadoopConfiguration
    conf.set("mapreduce.output.compress", "true")
    conf.set("mapreduce.output.compression.codec", "org.apache.hadoop.io.compress.GzipCodec")
    conf.setBoolean("mapreduce.output.fileoutputformat.compress", true)
    conf.set("mapreduce.output.fileoutputformat.compress.type", CompressionType.BLOCK.toString)
    conf.setClass("mapreduce.output.fileoutputformat.compress.codec", classOf[GzipCodec], classOf[CompressionCodec])

    FileSystem.get(new URI(s"s3://mob-emr-test"), spark.sparkContext.hadoopConfiguration).delete(new Path(output), true)


    try {
      val sql1=
        s"""
           |select device_type,device_id,package_name
           |from dwh.dm_install_list_v2 where dt = '${dt_today}' and business ='reyun'
           |and package_name in ("com.sankuai.meituan_imei_reyun","com.sankuai.meituan_oaid_reyun","com.taobao.taobao_imei_reyun","com.taobao.taobao_oaid_reyun","com.eg.android.AlipayGphone_oaid_reyun","com.eg.android.AlipayGphone_imei_reyun")
           |and update_date ='${update_date}'
           |and device_type in ('oaid','imei')
           |group by device_type,device_id,package_name
        """.stripMargin

      println("sql=============="+sql1)


      spark.sql(sql1).rdd.map(r => {
        val device_id = r.getAs[String]("device_id")
        val device_type = r.getAs[String]("device_type")
        val package_name = r.getAs[String]("package_name")
        (device_id, device_type,  package_name)
      })
        .coalesce(coalesce.toInt).map(t => {
        (new Text(s"${output}/${t._3}/${t._2}"), new Text(t._1))
      }).saveAsNewAPIHadoopFile(output, classOf[Text], classOf[Text], classOf[RDDMultipleOutputFormat[_, _]], conf)

    } finally {
      spark.stop()
    }
    0
  }
}

object ReyunPseudoPackageToS3 {
  def main(args: Array[String]): Unit = {
    new ReyunPseudoPackageToS3().run(args)
  }
}