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package mobvista.dmp.datasource.iqiyi
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.spark.sql.{SaveMode, SparkSession}
/**
* @package: mobvista.dmp.datasource.iqiyi
* @author: wangjf
* @date: 2020/4/29
* @time: 11:52 上午
* @email: jinfeng.wang@mobvista.com
* @phone: 152-1062-7698
*/
class IQiYiDaily extends CommonSparkJob with Serializable {
def commandOptions(): Options = {
val options = new Options()
options.addOption("date", true, "date")
options.addOption("partNum", true, "partNum")
options.addOption("output", true, "output")
options.addOption("cluster", true, "cluster")
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 output = commandLine.getOptionValue("output")
val cluster = commandLine.getOptionValue("cluster")
val spark = SparkSession
.builder()
.appName("IQiYiDaily")
.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 query = Constant.iqiyi_sql.replace("@date", dt)
import spark.implicits._
val df = sc.clickhouseTable(query, cluster)
.withCustomPartitioning(Constant.buildPart(Integer.parseInt(partNum)))
.map(r => {
Constant.IQiYiEntity(r.getAs("device_id").toString, r.getAs("device_type").toString, r.getAs("platform").toString,
r.getAs("package_name").toString, "CN")
}).toDF
FileSystem.get(new URI(s"s3://mob-emr-test"), sc.hadoopConfiguration).delete(new Path(output), true)
df.distinct().coalesce(10)
.write
.mode(SaveMode.Overwrite)
.option("orc.compress", "zlib")
.orc(output)
} finally {
if (spark != null) {
spark.stop()
}
}
0
}
}
object IQiYiDaily {
def main(args: Array[String]): Unit = {
new IQiYiDaily().run(args)
}
}