AlipayLaHuoDF.scala 3.06 KB
package mobvista.dmp.datasource.taobao

import java.net.URI

import mobvista.dmp.common.CommonSparkJob
import mobvista.dmp.util.PropertyUtil
import org.apache.commons.cli.{BasicParser, Options}
import org.apache.hadoop.fs.{FileSystem, Path}
import org.apache.hadoop.io.compress.GzipCodec
import org.apache.spark.sql.SparkSession


class AlipayLaHuoDF extends CommonSparkJob with Serializable {
  def commandOptions(): Options = {
    val options = new Options()
    options.addOption("date", true, "date")
    options.addOption("partNum", true, "partNum")
    options.addOption("imeiOutput", true, "imeiOutput")
    options.addOption("cluster", true, "cluster")
    options.addOption("dt_end_days", true, "dt_end_days")
    options.addOption("hour", true, "hour")
    options
  }

  override protected def run(args: Array[String]): Int = {
    val parser = new BasicParser()
    val options = commandOptions()
    val commandLine = parser.parse(options, args)
    val date = commandLine.getOptionValue("date")
    val partNum = commandLine.getOptionValue("partNum")
    val imeiOutput = commandLine.getOptionValue("imeiOutput")
    val cluster = commandLine.getOptionValue("cluster")
    val dt_end_days = commandLine.getOptionValue("dt_end_days")
    val hour = commandLine.getOptionValue("hour")

    val spark = SparkSession
      .builder()
      .appName(s"AlipayLaHuoDF.${date}")
      .config("spark.rdd.compress", "true")
      .config("spark.io.compression.codec", "lz4")
      .config("spark.sql.warehouse.dir", "s3://mob-emr-test/spark-warehouse")
      .config("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
      .config("spark.clickhouse.driver", "ru.yandex.clickhouse.ClickHouseDriver")
      .config("spark.clickhouse.url", PropertyUtil.getProperty("config.properties", "spark.clickhouse.url"))
      .config("spark.clickhouse.connection.per.executor.max", "5")
      .config("spark.clickhouse.metrics.enable", "true")
      .config("spark.clickhouse.socket.timeout.ms", "300000")
      .config("spark.clickhouse.cluster.auto-discovery", "true")
      .enableHiveSupport()
      .getOrCreate()

    try {

      val sc = spark.sparkContext
      import io.clickhouse.spark.connector._

      val dt = mobvista.dmp.common.MobvistaConstant.sdf1.format(mobvista.dmp.common.MobvistaConstant.sdf2.parse(date))
      val imeiQuery = Constant.alipay_lahuo_sql.replace("@end_date", dt_end_days).replace("@begin_date", dt).replace("@device_type", "IMEI_MD5").replace("@hour", hour)

      val imeiRDD = sc.clickhouseTable(imeiQuery, cluster)
        .withCustomPartitioning(Constant.buildPartUCLaHuo(Integer.parseInt(partNum)))
        .map(r => {
          r.getAs[String]("device_ids")
        })

      FileSystem.get(new URI(s"s3://mob-emr-test"), sc.hadoopConfiguration).delete(new Path(imeiOutput), true)
      imeiRDD.distinct().coalesce(60)
        .saveAsTextFile(imeiOutput, classOf[GzipCodec])

    } finally {
      if (spark != null) {
        spark.stop()
      }
    }
    0
  }
}



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