org.apache.spark.streaming.dstream.MapPartitionedDStream.scala Maven / Gradle / Ivy

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/*
 * 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.reflect.ClassTag

import org.apache.spark.rdd.RDD
import org.apache.spark.streaming.{Duration, Time}

private[streaming]
class MapPartitionedDStream[T: ClassTag, U: ClassTag](
    parent: DStream[T],
    mapPartFunc: Iterator[T] => Iterator[U],
    preservePartitioning: Boolean
  ) extends DStream[U](parent.ssc) {

  override def dependencies: List[DStream[_]] = List(parent)

  override def slideDuration: Duration = parent.slideDuration

  override def compute(validTime: Time): Option[RDD[U]] = {
    parent.getOrCompute(validTime).map(_.mapPartitions[U](mapPartFunc, preservePartitioning))
  }
}