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

    https://github.com/apache/spark/pull/8072#discussion_r46532508
  
    --- Diff: yarn/src/main/scala/org/apache/spark/deploy/yarn/Client.scala ---
    @@ -163,6 +163,23 @@ private[spark] class Client(
         appContext.setQueue(args.amQueue)
         appContext.setAMContainerSpec(containerContext)
         appContext.setApplicationType("SPARK")
    +    sparkConf.getOption(CONF_SPARK_YARN_APPLICATION_TAGS)
    +      .map(StringUtils.getTrimmedStringCollection(_))
    +      .filter(!_.isEmpty())
    +      .foreach { tagCollection =>
    +        try {
    +          // The setApplicationTags method was only introduced in Hadoop 
2.4+, so we need to use
    +          // reflection to set it, printing a warning if a tag was 
specified but the YARN version
    +          // doesn't support it.
    +          val method = appContext.getClass().getMethod(
    +            "setApplicationTags", classOf[java.util.Set[String]])
    +          method.invoke(appContext, new 
java.util.HashSet[String](tagCollection))
    +        } catch {
    +          case e: NoSuchMethodException =>
    +            logWarning(s"Ignoring $CONF_SPARK_YARN_APPLICATION_TAGS 
because this version of " +
    +              "YARN does not support it")
    +        }
    +      }
    --- End diff --
    
    using reflect make the code reading more difficult. generally not be 
recommanded.


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