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

    https://github.com/apache/spark/pull/5004#discussion_r26688268
  
    --- Diff: core/src/main/scala/org/apache/spark/util/Utils.scala ---
    @@ -1156,6 +1158,28 @@ private[spark] object Utils extends Logging {
       }
     
       /**
    +   * Execute a block of code that evaluates to Unit, stop SparkContext is 
there is any uncaught 
    +   * exception
    +   *  
    +   * NOTE: This method is to be called by the driver-side components to 
avoid stopping the 
    +   * user-started JVM process completely; in contrast, tryOrExit is to be 
called in the 
    +   * spark-started JVM process .
    +   */
    +  def tryOrStopSparkContext(sc: SparkContext)(block: => Unit) {
    +    try {
    +      block
    +    } catch {
    +      case e: ControlThrowable => throw e
    +      case t: Throwable =>
    +        if (sc != null) {
    +          logError(s"uncaught error in thread 
${Thread.currentThread().getName}, stopping " +
    +            "SparkContext", t)
    +          sc.stop()
    +        }
    --- End diff --
    
    What if we catch NonFatal(e) and re-throw other Throwables? Basically 
saying that fatal errors should be re-thrown, but lesser ones can just stop 
here, they should only application-level exceptions which are our code's 
concern.


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