[SPARK-21138][YARN] Cannot delete staging dir when the clusters of "s…

…park.yarn.stagingDir" and "spark.hadoop.fs.defaultFS" are different

## What changes were proposed in this pull request?

When I set different clusters for "spark.hadoop.fs.defaultFS" and "spark.yarn.stagingDir" as follows：
```
spark.hadoop.fs.defaultFS  hdfs://tl-nn-tdw.tencent-distribute.com:54310
spark.yarn.stagingDir hdfs://ss-teg-2-v2/tmp/spark
```
The staging dir can not be deleted, it will prompt following message:
```
java.lang.IllegalArgumentException: Wrong FS: hdfs://ss-teg-2-v2/tmp/spark/.sparkStaging/application_1496819138021_77618, expected: hdfs://tl-nn-tdw.tencent-distribute.com:54310
```

## How was this patch tested?

Existing tests

Author: sharkdtu <sharkdtu@tencent.com>

Closes #18352 from sharkdtu/master.

resource-managers/yarn/src/main/scala/org/apache/spark/deploy/yarn/ApplicationMaster.scala

@@ -209,8 +209,6 @@ private[spark] class ApplicationMaster(
 
       logInfo("ApplicationAttemptId: " + appAttemptId)
 
-      val fs = FileSystem.get(yarnConf)
-
       // This shutdown hook should run *after* the SparkContext is shut down.
       val priority = ShutdownHookManager.SPARK_CONTEXT_SHUTDOWN_PRIORITY - 1
       ShutdownHookManager.addShutdownHook(priority) { () =>
@@ -232,7 +230,7 @@ private[spark] class ApplicationMaster(
           // we only want to unregister if we don't want the RM to retry
           if (finalStatus == FinalApplicationStatus.SUCCEEDED || isLastAttempt) {
             unregister(finalStatus, finalMsg)
-            cleanupStagingDir(fs)
+            cleanupStagingDir()
           }
         }
       }
@@ -533,7 +531,7 @@ private[spark] class ApplicationMaster(
   /**
    * Clean up the staging directory.
    */
-  private def cleanupStagingDir(fs: FileSystem) {
+  private def cleanupStagingDir(): Unit = {
     var stagingDirPath: Path = null
     try {
       val preserveFiles = sparkConf.get(PRESERVE_STAGING_FILES)
@@ -544,6 +542,7 @@ private[spark] class ApplicationMaster(
           return
         }
         logInfo("Deleting staging directory " + stagingDirPath)
+        val fs = stagingDirPath.getFileSystem(yarnConf)
         fs.delete(stagingDirPath, true)
       }
     } catch {