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

    https://github.com/apache/spark/pull/16154#discussion_r91200190
  
    --- Diff: core/src/main/scala/org/apache/spark/api/r/JVMObjectTracker.scala 
---
    @@ -0,0 +1,65 @@
    +/*
    + * 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)
    +
    +/**
    + * 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.
    +   * Returns null if the key does not exist or has been removed.
    +   */
    +  @throws[NullPointerException]("if key is null")
    +  final def get(id: JVMObjectId): Object = objMap.get(id)
    --- End diff --
    
    I'd agree completely, but generally the R-friendly handling would need to 
be done on the R side.
    Related JIRA:
    https://issues.apache.org/jira/browse/SPARK-17838
    https://issues.apache.org/jira/browse/SPARK-18040



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