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package mobvista.dmp.test
import java.net.URI
import java.util
import mobvista.dmp.common.CommonSparkJob
import mobvista.prd.datasource.util.GsonUtil
import org.apache.commons.lang.StringUtils
import org.apache.hadoop.fs.{FileSystem, Path}
import org.apache.spark.sql.SparkSession
import scala.collection.JavaConversions._
class ParseReport extends CommonSparkJob with Serializable {
val split = ","
val iosPkgRegex = "^[0-9]+$"
override protected def run(args: Array[String]): Int = {
val commandLine = commParser.parse(options, args)
if (!checkMustOption(commandLine)) {
printUsage(options)
} else {
printOptions(commandLine)
}
val input = commandLine.getOptionValue("input")
val output = commandLine.getOptionValue("output")
val parallelism = commandLine.getOptionValue("parallelism").toInt
val coalesce = commandLine.getOptionValue("coalesce").toInt
val spark = SparkSession
.builder()
.appName("IdMappingJob")
.config("spark.rdd.compress", "true")
.config("spark.default.parallelism", s"${parallelism}")
.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
FileSystem.get(new URI(s"s3://mob-emr-test"), sc.hadoopConfiguration).delete(new Path(output),true)
try {
sc.textFile(input)
.map(splitFun(_, "\001"))
.map(array => {
val interest = array(4)
if (interest.startsWith("[")) {
val set = new util.HashSet[String]()
GsonUtil.String2JsonArray(interest)
.foreach(element => {
element.getAsJsonObject
.get("tag")
.getAsJsonArray
.foreach(tagElement => {
val tagObj = tagElement.getAsJsonObject
val firstTag = if (tagObj.get("1") != null) tagObj.get("1").getAsString else ""
val secondTag = if (tagObj.get("2") != null) tagObj.get("2").getAsString else ""
set.add(s"${firstTag}->${secondTag}")
})
})
array(4) = set.mkString(split)
}
val deviceType = array(1)
val installList = array(5)
if (StringUtils.isNotEmpty(installList) && installList.startsWith("[")) {
val set = new util.HashSet[String]()
GsonUtil.String2JsonArray(installList)
.foreach(element => {
val packageName = element.getAsJsonObject.get("package_name").getAsString
if (("idfa".equals(deviceType) && packageName.matches(iosPkgRegex))
|| "gaid".equals(deviceType)) {
set.add(packageName)
}
})
array(5) = set.mkString(split)
}
array.mkString(DATA_SPLIT)
})
.saveAsTextFile(output)
} finally {
if (spark != null) {
spark.stop()
}
}
0
}
}
object ParseReport {
def main(args: Array[String]): Unit = {
new ParseReport().run(args)
}
}