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

    https://github.com/apache/spark/pull/16154#discussion_r91629017
  
    --- Diff: core/src/main/scala/org/apache/spark/api/r/JVMObjectTracker.scala 
---
    @@ -0,0 +1,87 @@
    +/*
    + * 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.api.r
    +
    +import java.util.concurrent.atomic.AtomicInteger
    +import java.util.concurrent.ConcurrentHashMap
    +
    +/** JVM object ID wrapper */
    +private[r] case class JVMObjectId(id: String) {
    +  require(id != null, "Object ID cannot be null.")
    +}
    +
    +/**
    + * Counter that tracks JVM objects returned to R.
    + * This is useful for referencing these objects in RPC calls.
    + */
    +private[r] class JVMObjectTracker {
    +
    +  private[this] val objMap = new ConcurrentHashMap[JVMObjectId, Object]()
    +  private[this] val objCounter = new AtomicInteger()
    +
    +  /**
    +   * Returns the JVM object associated with the input key or None if not 
found.
    +   */
    +  final def get(id: JVMObjectId): Option[Object] = this.synchronized {
    +    if (objMap.containsKey(id)) {
    +      Some(objMap.get(id))
    +    } else {
    +      None
    +    }
    +  }
    +
    +  /**
    +   * Returns the JVM object associated with the input key or throws an 
exception if not found.
    +   */
    +  @throws[NoSuchElementException]("if key does not exist.")
    +  final def apply(id: JVMObjectId): Object = {
    +    get(id).getOrElse(
    +      throw new NoSuchElementException(s"$id does not exist.")
    +    )
    +  }
    +
    +  /**
    +   * Adds a JVM object to track and returns assigned ID, which is unique 
within this tracker.
    +   */
    +  final def addAndGetId(obj: Object): JVMObjectId = {
    +    val id = JVMObjectId(objCounter.getAndIncrement().toString)
    --- End diff --
    
    I was going to say that the keys wont clash, but that it might be unsafe to 
have two insert functions running at the same time. But I then realized you are 
using a ConcurrentHashMap, so that should be safe as well. I think the code is 
fine !


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