Github user Sephiroth-Lin commented on a diff in the pull request:
https://github.com/apache/spark/pull/6409#discussion_r31500453
--- Diff: yarn/src/main/scala/org/apache/spark/deploy/yarn/Client.scala ---
@@ -91,51 +91,54 @@ private[spark] class Client(
* available in the alpha API.
*/
def submitApplication(): ApplicationId = {
- var appId: ApplicationId = null
+ // Before we submit current application, we cleanup staging director
as some old appStagingDir
+ // can not be deleted when those old jobs are failed or killed and so
on, please see SPARK-7705
+ // and SPARK-7503 for details.
+ cleanupStagingDir()
+
+ // Setup the credentials before doing anything else, so we have don't
have issues at any point.
+ setupCredentials()
+ yarnClient.init(yarnConf)
+ yarnClient.start()
+
+ logInfo("Requesting a new application from cluster with %d
NodeManagers"
+ .format(yarnClient.getYarnClusterMetrics.getNumNodeManagers))
+
+ // Get a new application from our RM
+ val newApp = yarnClient.createApplication()
+ val newAppResponse = newApp.getNewApplicationResponse()
+ val appId = newAppResponse.getApplicationId()
+
+ // Verify whether the cluster has enough resources for our AM
+ verifyClusterResources(newAppResponse)
+
+ // Set up the appropriate contexts to launch our AM
+ val containerContext = createContainerLaunchContext(newAppResponse)
+ val appContext = createApplicationSubmissionContext(newApp,
containerContext)
+
+ // Finally, submit and monitor the application
+ logInfo(s"Submitting application ${appId.getId} to ResourceManager")
+ yarnClient.submitApplication(appContext)
+ appId
+ }
+
+ /**
+ * Cleanup all subdirectory of SPARK_STAGING directory.
+ */
+ private def cleanupStagingDir(): Unit = {
+ val stagingDirPath = new Path(SPARK_STAGING)
--- End diff --
I'm so sorry, thank you for point out my mistake.
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