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package mobvista.dmp.datasource.joypac
import java.net.URI
import java.util
import mobvista.dmp.common.CommonSparkJob
import mobvista.prd.datasource.util.GsonUtil
import org.apache.commons.cli.Options
import org.apache.hadoop.fs.{FileSystem, Path}
import org.apache.spark.sql.{SaveMode, SparkSession}
import scala.collection.JavaConversions._
/**
* @package: mobvista.dmp.datasource.joypac
* @author: wangjf
* @date: 2019/3/4
* @time: 下午1:44
* @email: jinfeng.wang@mobvista.com
* @phone: 152-1062-7698
*/
class JoypacDaily extends CommonSparkJob {
override protected def buildOptions(): Options = {
val options = new Options
options.addOption("input", true, "[must] input")
options.addOption("file", true, "[must] file")
options.addOption("output", true, "[must] output")
options.addOption("coalesce", true, "[must] coalesce")
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 input = commandLine.getOptionValue("input")
val file = commandLine.getOptionValue("file")
val output = commandLine.getOptionValue("output")
val coalesce = commandLine.getOptionValue("coalesce")
val spark = SparkSession.builder()
.appName("JoypacDaily")
.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
FileSystem.get(new URI(s"s3://mob-emr-test"), spark.sparkContext.hadoopConfiguration).delete(new Path(output), true)
try {
val packageMap = sc.textFile(file).map(_.split(";")).map(r =>
if (r(0).endsWith("://")) {
(r(0).substring(0, r(0).length - 3), r(1))
} else {
(r(0), r(1))
}
).collectAsMap()
val bPackageMap = sc.broadcast(packageMap)
val rdd = spark.read.format("orc").load(input).rdd
.filter(r => {
bPackageMap.value.contains(r.getAs("package_name").toString)
})
.map(r => {
val device_id = r.getAs("idfa").toString
val device_type = "idfa"
val platform_id = r.getAs("platform").toString
val platform = if (platform_id.equals("1")) {
"android"
} else if (platform_id.equals("2")) {
"ios"
} else {
"other"
}
val set = new util.HashSet[String]()
val jsonArray = GsonUtil.String2JsonArray(r.getAs("apps_info").toString)
jsonArray.foreach(element => {
val ir = element.getAsJsonObject.entrySet().iterator()
while (ir.hasNext) {
val itr = ir.next()
val package_name = itr.getKey
val code = itr.getValue.getAsString
if (code.equals("1")) {
if (bPackageMap.value.contains(package_name)) {
set.add(bPackageMap.value(package_name))
}
}
}
})
val bundle_id = bPackageMap.value(r.getAs("package_name").toString)
set.add(bundle_id)
var package_name = ""
set.iterator().foreach(r => {
package_name += r + ";"
})
val country = "CN"
Joypac(device_id, device_type, platform, package_name.substring(0, package_name.length - 1), bundle_id, country)
})
import spark.implicits._
rdd.toDF().coalesce(coalesce.toInt).write
.mode(SaveMode.Overwrite)
.option("orc.compress", "zlib")
.orc(output)
} finally {
sc.stop()
spark.stop()
}
0
}
}
object JoypacDaily {
def main(args: Array[String]): Unit = {
new JoypacDaily().run(args)
}
}