Github user andrewor14 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/8909#discussion_r41464483
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/SQLContext.scala ---
    @@ -1196,49 +1174,101 @@ class SQLContext(@transient val sparkContext: 
SparkContext)
       // Register a succesfully instantiatd context to the singleton. This 
should be at the end of
       // the class definition so that the singleton is updated only if there 
is no exception in the
       // construction of the instance.
    -  SQLContext.setLastInstantiatedContext(self)
    +  sparkContext.addSparkListener(new SparkListener{
    +    override def onApplicationEnd(applicationEnd: 
SparkListenerApplicationEnd) {
    +      SQLContext.clearTheInstantiatedContext(self)
    +    }
    +  })
    +
    +  SQLContext.setInstantiatedContext(self)
     }
     
     /**
      * This SQLContext object contains utility functions to create a singleton 
SQLContext instance,
    - * or to get the last created SQLContext instance.
    + * or to get the created SQLContext instance.
      */
     object SQLContext {
     
       private val INSTANTIATION_LOCK = new Object()
     
       /**
    -   * Reference to the last created SQLContext.
    +   * The active SQLContext for the current thread.
        */
    -  @transient private val lastInstantiatedContext = new 
AtomicReference[SQLContext]()
    +  private val activeContext: InheritableThreadLocal[SQLContext] =
    +    new InheritableThreadLocal[SQLContext]
    +
    +  /**
    +   * Reference to the created SQLContext.
    +   */
    +  @transient private val instantiatedContext = new 
AtomicReference[SQLContext]()
     
       /**
        * Get the singleton SQLContext if it exists or create a new one using 
the given SparkContext.
    +   *
        * This function can be used to create a singleton SQLContext object 
that can be shared across
        * the JVM.
    +   *
    +   * If there is an active SQLContext for current thread, it will returned 
instead of the global
    +   * one.
    +   *
    +   * @since 1.5.0
        */
       def getOrCreate(sparkContext: SparkContext): SQLContext = {
    +    val ctx = activeContext.get()
    +    if (ctx != null) {
    +      return ctx
    +    }
    +
         INSTANTIATION_LOCK.synchronized {
    -      if (lastInstantiatedContext.get() == null) {
    +      val ctx = instantiatedContext.get()
    +      if (ctx == null) {
             new SQLContext(sparkContext)
    +      } else {
    +        ctx
           }
         }
    -    lastInstantiatedContext.get()
       }
     
    -  private[sql] def clearLastInstantiatedContext(): Unit = {
    +  private[sql] def clearInstantiatedContext(): Unit = {
    --- End diff --
    
    this isn't used anymore except in tests is it? Do we still need it?


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