org.apache.spark.streaming.dstream.UnionDStream.scala Maven / Gradle / Ivy
The newest version!
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.spark.streaming.dstream
import scala.collection.mutable.ArrayBuffer
import scala.reflect.ClassTag
import org.apache.spark.SparkException
import org.apache.spark.rdd.RDD
import org.apache.spark.streaming.{Duration, Time}
private[streaming]
class UnionDStream[T: ClassTag](parents: Array[DStream[T]])
extends DStream[T](parents.head.ssc) {
require(parents.length > 0, "List of DStreams to union is empty")
require(parents.map(_.ssc).distinct.length == 1, "Some of the DStreams have different contexts")
require(parents.map(_.slideDuration).distinct.length == 1,
"Some of the DStreams have different slide durations")
override def dependencies: List[DStream[_]] = parents.toList
override def slideDuration: Duration = parents.head.slideDuration
override def compute(validTime: Time): Option[RDD[T]] = {
val rdds = new ArrayBuffer[RDD[T]]()
parents.map(_.getOrCompute(validTime)).foreach {
case Some(rdd) => rdds += rdd
case None => throw new SparkException("Could not generate RDD from a parent for unifying at" +
s" time $validTime")
}
if (rdds.nonEmpty) {
Some(ssc.sc.union(rdds.toSeq))
} else {
None
}
}
}