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

    https://github.com/apache/spark/pull/8909#discussion_r41420988
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/SQLContext.scala ---
    @@ -1208,36 +1204,72 @@ object SQLContext {
       private val INSTANTIATION_LOCK = new Object()
     
       /**
    -   * Reference to the last created SQLContext.
    +   * The active SQLContext for threads.
    +   */
    +  private val activeContexts: InheritableThreadLocal[SQLContext] =
    +    new InheritableThreadLocal[SQLContext]
    +
    +  /**
    +   * Reference to the created SQLContext.
        */
    -  @transient private val lastInstantiatedContext = new 
AtomicReference[SQLContext]()
    +  @transient private val instantiatedContext = new 
AtomicReference[SQLContext]()
    --- End diff --
    
    I think this makes more sense than "last" but we should update the objects 
doc if we are going to change the semantics.


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