Github user jiangxb1987 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21758#discussion_r205096607
  
    --- Diff: core/src/main/scala/org/apache/spark/rdd/RDDBarrier.scala ---
    @@ -0,0 +1,52 @@
    +/*
    + * 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.rdd
    +
    +import scala.reflect.ClassTag
    +
    +import org.apache.spark.BarrierTaskContext
    +import org.apache.spark.TaskContext
    +import org.apache.spark.annotation.{Experimental, Since}
    +
    +/** Represents an RDD barrier, which forces Spark to launch tasks of this 
stage together. */
    +class RDDBarrier[T: ClassTag](rdd: RDD[T]) {
    +
    +  /**
    +   * :: Experimental ::
    +   * Maps partitions together with a provided BarrierTaskContext.
    +   *
    +   * `preservesPartitioning` indicates whether the input function 
preserves the partitioner, which
    +   * should be `false` unless `rdd` is a pair RDD and the input function 
doesn't modify the keys.
    +   */
    +  @Experimental
    +  @Since("2.4.0")
    +  def mapPartitions[S: ClassTag](
    --- End diff --
    
    `RDDBarrier` is actually expected to be used like a builder, we shall 
provide more options for the barrier stage in the future, eg. config a timeout 
of a barrier stage.


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