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

    https://github.com/apache/spark/pull/9232#discussion_r43128655
  
    --- Diff: 
yarn/src/main/scala/org/apache/spark/deploy/yarn/YarnSparkHadoopUtil.scala ---
    @@ -142,6 +145,117 @@ class YarnSparkHadoopUtil extends SparkHadoopUtil {
         val containerIdString = 
System.getenv(ApplicationConstants.Environment.CONTAINER_ID.name())
         ConverterUtils.toContainerId(containerIdString)
       }
    +
    +  /**
    +   * Obtains token for the Hive metastore, using the current user as the 
principal.
    +   * Some exceptions are caught and downgraded to a log message.
    +   * @param conf hadoop configuration; the Hive configuration will be 
based on this
    +   * @return a token, or `None` if there's no need for a token (no 
metastore URI or principal
    +   *         in the config), or if a binding exception was caught and 
downgraded.
    +   */
    +  def obtainTokenForHiveMetastore(conf: Configuration): 
Option[Token[DelegationTokenIdentifier]] = {
    +    try {
    +      obtainTokenForHiveMetastoreInner(conf, 
UserGroupInformation.getCurrentUser().getUserName)
    +    } catch {
    +      case e: Exception => {
    +        handleTokenIntrospectionFailure("Hive", e)
    +        None
    +      }
    +    }
    +  }
    +
    +  /**
    +   * Handle failures to obtain a token through introspection. Failures to 
load the class are
    +   * not treated as errors: anything else is.
    +   * @param service service name for error messages
    +   * @param thrown exception caught
    +   * @throws Exception if the `thrown` exception isn't one that is to be 
ignored
    +   */
    +  private[yarn] def handleTokenIntrospectionFailure(service: String, 
thrown: Throwable): Unit = {
    +    thrown match {
    +      case e: ClassNotFoundException =>
    +        logInfo(s"$service class not found $e")
    +        logDebug("Hive Class not found", e)
    +      case e: NoClassDefFoundError =>
    +        logDebug(s"$service class not found", e)
    +      case e: InvocationTargetException =>
    +        // problem talking to the metastore or other hive-side exception
    +        logInfo(s"$service method invocation failed", e)
    +        throw if (e.getCause != null) e.getCause else e
    +      case e: ReflectiveOperationException =>
    +        // any other reflection failure log at error and rethrow
    +        logError(s"$service Class operation failed", e)
    +        throw e;
    --- End diff --
    
    `NoClassDefFound` may need to be covered too; I think it's the transient 
version of CNFE, though that may be superstition.
    
    I'd like to still unwind the `InvocationTargetException`, as its just a 
wrapper for what came in before; cutting it will simply reduce one level of 
needless stack trace


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