Ejemplo n.º 1
0
        public virtual void TestHandleContainerStatusInvalidCompletions()
        {
            rm = new MockRM(new YarnConfiguration());
            rm.Start();
            EventHandler handler = Org.Mockito.Mockito.Spy(rm.GetRMContext().GetDispatcher().
                                                           GetEventHandler());
            // Case 1: Unmanaged AM
            RMApp app = rm.SubmitApp(1024, true);
            // Case 1.1: AppAttemptId is null
            NMContainerStatus report = NMContainerStatus.NewInstance(ContainerId.NewContainerId
                                                                         (ApplicationAttemptId.NewInstance(app.GetApplicationId(), 2), 1), ContainerState
                                                                     .Complete, Resource.NewInstance(1024, 1), "Dummy Completed", 0, Priority.NewInstance
                                                                         (10), 1234);

            rm.GetResourceTrackerService().HandleNMContainerStatus(report, null);
            Org.Mockito.Mockito.Verify(handler, Org.Mockito.Mockito.Never()).Handle((Org.Apache.Hadoop.Yarn.Event.Event
                                                                                     )Matchers.Any());
            // Case 1.2: Master container is null
            RMAppAttemptImpl currentAttempt = (RMAppAttemptImpl)app.GetCurrentAppAttempt();

            currentAttempt.SetMasterContainer(null);
            report = NMContainerStatus.NewInstance(ContainerId.NewContainerId(currentAttempt.
                                                                              GetAppAttemptId(), 0), ContainerState.Complete, Resource.NewInstance(1024, 1), "Dummy Completed"
                                                   , 0, Priority.NewInstance(10), 1234);
            rm.GetResourceTrackerService().HandleNMContainerStatus(report, null);
            Org.Mockito.Mockito.Verify(handler, Org.Mockito.Mockito.Never()).Handle((Org.Apache.Hadoop.Yarn.Event.Event
                                                                                     )Matchers.Any());
            // Case 2: Managed AM
            app = rm.SubmitApp(1024);
            // Case 2.1: AppAttemptId is null
            report = NMContainerStatus.NewInstance(ContainerId.NewContainerId(ApplicationAttemptId
                                                                              .NewInstance(app.GetApplicationId(), 2), 1), ContainerState.Complete, Resource.NewInstance
                                                       (1024, 1), "Dummy Completed", 0, Priority.NewInstance(10), 1234);
            try
            {
                rm.GetResourceTrackerService().HandleNMContainerStatus(report, null);
            }
            catch (Exception)
            {
            }
            // expected - ignore
            Org.Mockito.Mockito.Verify(handler, Org.Mockito.Mockito.Never()).Handle((Org.Apache.Hadoop.Yarn.Event.Event
                                                                                     )Matchers.Any());
            // Case 2.2: Master container is null
            currentAttempt = (RMAppAttemptImpl)app.GetCurrentAppAttempt();
            currentAttempt.SetMasterContainer(null);
            report = NMContainerStatus.NewInstance(ContainerId.NewContainerId(currentAttempt.
                                                                              GetAppAttemptId(), 0), ContainerState.Complete, Resource.NewInstance(1024, 1), "Dummy Completed"
                                                   , 0, Priority.NewInstance(10), 1234);
            try
            {
                rm.GetResourceTrackerService().HandleNMContainerStatus(report, null);
            }
            catch (Exception)
            {
            }
            // expected - ignore
            Org.Mockito.Mockito.Verify(handler, Org.Mockito.Mockito.Never()).Handle((Org.Apache.Hadoop.Yarn.Event.Event
                                                                                     )Matchers.Any());
        }
Ejemplo n.º 2
0
        /// <exception cref="System.Exception"/>
        public virtual void TestInvalidContainerReleaseRequest()
        {
            MockRM rm = new MockRM(conf);

            try
            {
                rm.Start();
                // Register node1
                MockNM nm1 = rm.RegisterNode("127.0.0.1:1234", 6 * Gb);
                // Submit an application
                RMApp app1 = rm.SubmitApp(1024);
                // kick the scheduling
                nm1.NodeHeartbeat(true);
                RMAppAttempt attempt1 = app1.GetCurrentAppAttempt();
                MockAM       am1      = rm.SendAMLaunched(attempt1.GetAppAttemptId());
                am1.RegisterAppAttempt();
                am1.AddRequests(new string[] { "127.0.0.1" }, Gb, 1, 1);
                AllocateResponse alloc1Response = am1.Schedule();
                // send the request
                // kick the scheduler
                nm1.NodeHeartbeat(true);
                while (alloc1Response.GetAllocatedContainers().Count < 1)
                {
                    Log.Info("Waiting for containers to be created for app 1...");
                    Sharpen.Thread.Sleep(1000);
                    alloc1Response = am1.Schedule();
                }
                NUnit.Framework.Assert.IsTrue(alloc1Response.GetAllocatedContainers().Count > 0);
                RMApp app2 = rm.SubmitApp(1024);
                nm1.NodeHeartbeat(true);
                RMAppAttempt attempt2 = app2.GetCurrentAppAttempt();
                MockAM       am2      = rm.SendAMLaunched(attempt2.GetAppAttemptId());
                am2.RegisterAppAttempt();
                // Now trying to release container allocated for app1 -> appAttempt1.
                ContainerId cId = alloc1Response.GetAllocatedContainers()[0].GetId();
                am2.AddContainerToBeReleased(cId);
                try
                {
                    am2.Schedule();
                    NUnit.Framework.Assert.Fail("Exception was expected!!");
                }
                catch (InvalidContainerReleaseException e)
                {
                    StringBuilder sb = new StringBuilder("Cannot release container : ");
                    sb.Append(cId.ToString());
                    sb.Append(" not belonging to this application attempt : ");
                    sb.Append(attempt2.GetAppAttemptId().ToString());
                    NUnit.Framework.Assert.IsTrue(e.Message.Contains(sb.ToString()));
                }
            }
            finally
            {
                if (rm != null)
                {
                    rm.Stop();
                }
            }
        }
Ejemplo n.º 3
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        // This is to test AM Host and rpc port are invalidated after the am attempt
        // is killed or failed, so that client doesn't get the wrong information.
        /// <exception cref="System.Exception"/>
        public virtual void TestInvalidateAMHostPortWhenAMFailedOrKilled()
        {
            conf.SetInt(YarnConfiguration.RmAmMaxAttempts, 1);
            MockRM rm1 = new MockRM(conf);

            rm1.Start();
            // a succeeded app
            RMApp  app1 = rm1.SubmitApp(200);
            MockNM nm1  = new MockNM("127.0.0.1:1234", 15120, rm1.GetResourceTrackerService());

            nm1.RegisterNode();
            MockAM am1 = MockRM.LaunchAndRegisterAM(app1, rm1, nm1);

            MockRM.FinishAMAndVerifyAppState(app1, rm1, nm1, am1);
            // a failed app
            RMApp  app2 = rm1.SubmitApp(200);
            MockAM am2  = MockRM.LaunchAndRegisterAM(app2, rm1, nm1);

            nm1.NodeHeartbeat(am2.GetApplicationAttemptId(), 1, ContainerState.Complete);
            am2.WaitForState(RMAppAttemptState.Failed);
            rm1.WaitForState(app2.GetApplicationId(), RMAppState.Failed);
            // a killed app
            RMApp  app3 = rm1.SubmitApp(200);
            MockAM am3  = MockRM.LaunchAndRegisterAM(app3, rm1, nm1);

            rm1.KillApp(app3.GetApplicationId());
            rm1.WaitForState(app3.GetApplicationId(), RMAppState.Killed);
            rm1.WaitForState(am3.GetApplicationAttemptId(), RMAppAttemptState.Killed);
            GetApplicationsRequest request1 = GetApplicationsRequest.NewInstance(EnumSet.Of(YarnApplicationState
                                                                                            .Finished, YarnApplicationState.Killed, YarnApplicationState.Failed));
            GetApplicationsResponse response1 = rm1.GetClientRMService().GetApplications(request1
                                                                                         );
            IList <ApplicationReport> appList1 = response1.GetApplicationList();

            NUnit.Framework.Assert.AreEqual(3, appList1.Count);
            foreach (ApplicationReport report in appList1)
            {
                // killed/failed apps host and rpc port are invalidated.
                if (report.GetApplicationId().Equals(app2.GetApplicationId()) || report.GetApplicationId
                        ().Equals(app3.GetApplicationId()))
                {
                    NUnit.Framework.Assert.AreEqual("N/A", report.GetHost());
                    NUnit.Framework.Assert.AreEqual(-1, report.GetRpcPort());
                }
                // succeeded app's host and rpc port is not invalidated
                if (report.GetApplicationId().Equals(app1.GetApplicationId()))
                {
                    NUnit.Framework.Assert.IsFalse(report.GetHost().Equals("N/A"));
                    NUnit.Framework.Assert.IsTrue(report.GetRpcPort() != -1);
                }
            }
        }
Ejemplo n.º 4
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        /// <exception cref="System.Exception"/>
        private void TestMinimumAllocation(YarnConfiguration conf, int testAlloc)
        {
            MockRM rm = new MockRM(conf);

            rm.Start();
            // Register node1
            MockNM nm1 = rm.RegisterNode("127.0.0.1:1234", 6 * Gb);
            // Submit an application
            RMApp app1 = rm.SubmitApp(testAlloc);

            // kick the scheduling
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt1 = app1.GetCurrentAppAttempt();
            MockAM       am1      = rm.SendAMLaunched(attempt1.GetAppAttemptId());

            am1.RegisterAppAttempt();
            SchedulerNodeReport report_nm1 = rm.GetResourceScheduler().GetNodeReport(nm1.GetNodeId
                                                                                         ());
            int checkAlloc = conf.GetInt(YarnConfiguration.RmSchedulerMinimumAllocationMb, YarnConfiguration
                                         .DefaultRmSchedulerMinimumAllocationMb);

            NUnit.Framework.Assert.AreEqual(checkAlloc, report_nm1.GetUsedResource().GetMemory
                                                ());
            rm.Stop();
        }
Ejemplo n.º 5
0
        /// <exception cref="System.Exception"/>
        public virtual void TestAppCleanupWhenNMReconnects()
        {
            conf.SetInt(YarnConfiguration.RmAmMaxAttempts, 1);
            MemoryRMStateStore memStore = new MemoryRMStateStore();

            memStore.Init(conf);
            // start RM
            MockRM rm1 = new MockRM(conf, memStore);

            rm1.Start();
            MockNM nm1 = new MockNM("127.0.0.1:1234", 15120, rm1.GetResourceTrackerService());

            nm1.RegisterNode();
            // create app and launch the AM
            RMApp  app0 = rm1.SubmitApp(200);
            MockAM am0  = LaunchAM(app0, rm1, nm1);

            nm1.NodeHeartbeat(am0.GetApplicationAttemptId(), 1, ContainerState.Complete);
            rm1.WaitForState(app0.GetApplicationId(), RMAppState.Failed);
            // wait for application cleanup message received
            WaitForAppCleanupMessageRecved(nm1, app0.GetApplicationId());
            // reconnect NM with application still active
            nm1.RegisterNode(Arrays.AsList(app0.GetApplicationId()));
            WaitForAppCleanupMessageRecved(nm1, app0.GetApplicationId());
            rm1.Stop();
        }
Ejemplo n.º 6
0
        /// <exception cref="System.Exception"/>
        public virtual void TestInvalidatedAMHostPortOnAMRestart()
        {
            MockRM rm1 = new MockRM(conf);

            rm1.Start();
            MockNM nm1 = new MockNM("127.0.0.1:1234", 15120, rm1.GetResourceTrackerService());

            nm1.RegisterNode();
            // a failed app
            RMApp  app2 = rm1.SubmitApp(200);
            MockAM am2  = MockRM.LaunchAndRegisterAM(app2, rm1, nm1);

            nm1.NodeHeartbeat(am2.GetApplicationAttemptId(), 1, ContainerState.Complete);
            am2.WaitForState(RMAppAttemptState.Failed);
            rm1.WaitForState(app2.GetApplicationId(), RMAppState.Accepted);
            // before new attempt is launched, the app report returns the invalid AM
            // host and port.
            GetApplicationReportRequest request1 = GetApplicationReportRequest.NewInstance(app2
                                                                                           .GetApplicationId());
            ApplicationReport report1 = rm1.GetClientRMService().GetApplicationReport(request1
                                                                                      ).GetApplicationReport();

            NUnit.Framework.Assert.AreEqual("N/A", report1.GetHost());
            NUnit.Framework.Assert.AreEqual(-1, report1.GetRpcPort());
        }
Ejemplo n.º 7
0
        /// <exception cref="System.Exception"/>
        public virtual void TestAppOnMultiNode()
        {
            Logger rootLogger = LogManager.GetRootLogger();

            rootLogger.SetLevel(Level.Debug);
            conf.Set("yarn.scheduler.capacity.node-locality-delay", "-1");
            MockRM rm = new MockRM(conf);

            rm.Start();
            MockNM nm1 = rm.RegisterNode("h1:1234", 5120);
            MockNM nm2 = rm.RegisterNode("h2:5678", 10240);
            RMApp  app = rm.SubmitApp(2000);

            //kick the scheduling
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt = app.GetCurrentAppAttempt();
            MockAM       am      = rm.SendAMLaunched(attempt.GetAppAttemptId());

            am.RegisterAppAttempt();
            //request for containers
            int request = 13;

            am.Allocate("h1", 1000, request, new AList <ContainerId>());
            //kick the scheduler
            IList <Container> conts = am.Allocate(new AList <ResourceRequest>(), new AList <ContainerId
                                                                                            >()).GetAllocatedContainers();
            int contReceived = conts.Count;

            while (contReceived < 3)
            {
                //only 3 containers are available on node1
                nm1.NodeHeartbeat(true);
                Sharpen.Collections.AddAll(conts, am.Allocate(new AList <ResourceRequest>(), new AList
                                                              <ContainerId>()).GetAllocatedContainers());
                contReceived = conts.Count;
                Log.Info("Got " + contReceived + " containers. Waiting to get " + 3);
                Sharpen.Thread.Sleep(WaitSleepMs);
            }
            NUnit.Framework.Assert.AreEqual(3, conts.Count);
            //send node2 heartbeat
            conts = am.Allocate(new AList <ResourceRequest>(), new AList <ContainerId>()).GetAllocatedContainers
                        ();
            contReceived = conts.Count;
            while (contReceived < 10)
            {
                nm2.NodeHeartbeat(true);
                Sharpen.Collections.AddAll(conts, am.Allocate(new AList <ResourceRequest>(), new AList
                                                              <ContainerId>()).GetAllocatedContainers());
                contReceived = conts.Count;
                Log.Info("Got " + contReceived + " containers. Waiting to get " + 10);
                Sharpen.Thread.Sleep(WaitSleepMs);
            }
            NUnit.Framework.Assert.AreEqual(10, conts.Count);
            am.UnregisterAppAttempt();
            nm1.NodeHeartbeat(attempt.GetAppAttemptId(), 1, ContainerState.Complete);
            am.WaitForState(RMAppAttemptState.Finished);
            rm.Stop();
        }
Ejemplo n.º 8
0
        public virtual void TestAuthorizedAccess()
        {
            TestAMAuthorization.MyContainerManager containerManager = new TestAMAuthorization.MyContainerManager
                                                                          ();
            rm = new TestAMAuthorization.MockRMWithAMS(conf, containerManager);
            rm.Start();
            MockNM nm1 = rm.RegisterNode("localhost:1234", 5120);
            IDictionary <ApplicationAccessType, string> acls = new Dictionary <ApplicationAccessType
                                                                               , string>(2);

            acls[ApplicationAccessType.ViewApp] = "*";
            RMApp app = rm.SubmitApp(1024, "appname", "appuser", acls);

            nm1.NodeHeartbeat(true);
            int waitCount = 0;

            while (containerManager.containerTokens == null && waitCount++ < 20)
            {
                Log.Info("Waiting for AM Launch to happen..");
                Sharpen.Thread.Sleep(1000);
            }
            NUnit.Framework.Assert.IsNotNull(containerManager.containerTokens);
            RMAppAttempt         attempt = app.GetCurrentAppAttempt();
            ApplicationAttemptId applicationAttemptId = attempt.GetAppAttemptId();

            WaitForLaunchedState(attempt);
            // Create a client to the RM.
            Configuration        conf        = rm.GetConfig();
            YarnRPC              rpc         = YarnRPC.Create(conf);
            UserGroupInformation currentUser = UserGroupInformation.CreateRemoteUser(applicationAttemptId
                                                                                     .ToString());
            Credentials credentials   = containerManager.GetContainerCredentials();
            IPEndPoint  rmBindAddress = rm.GetApplicationMasterService().GetBindAddress();

            Org.Apache.Hadoop.Security.Token.Token <TokenIdentifier> amRMToken = TestAMAuthorization.MockRMWithAMS
                                                                                 .SetupAndReturnAMRMToken(rmBindAddress, credentials.GetAllTokens());
            currentUser.AddToken(amRMToken);
            ApplicationMasterProtocol client = currentUser.DoAs(new _PrivilegedAction_206(this
                                                                                          , rpc, conf));
            RegisterApplicationMasterRequest request = Org.Apache.Hadoop.Yarn.Util.Records.NewRecord
                                                       <RegisterApplicationMasterRequest>();
            RegisterApplicationMasterResponse response = client.RegisterApplicationMaster(request
                                                                                          );

            NUnit.Framework.Assert.IsNotNull(response.GetClientToAMTokenMasterKey());
            if (UserGroupInformation.IsSecurityEnabled())
            {
                NUnit.Framework.Assert.IsTrue(((byte[])response.GetClientToAMTokenMasterKey().Array
                                                   ()).Length > 0);
            }
            NUnit.Framework.Assert.AreEqual("Register response has bad ACLs", "*", response.GetApplicationACLs
                                                ()[ApplicationAccessType.ViewApp]);
        }
Ejemplo n.º 9
0
        // Test even if AM container is allocated with containerId not equal to 1, the
        // following allocate requests from AM should be able to retrieve the
        // corresponding NM Token.
        /// <exception cref="System.Exception"/>
        public virtual void TestNMTokenSentForNormalContainer()
        {
            conf.Set(YarnConfiguration.RmScheduler, typeof(CapacityScheduler).GetCanonicalName
                         ());
            MockRM rm = new MockRM(conf);

            rm.Start();
            MockNM       nm1     = rm.RegisterNode("h1:1234", 5120);
            RMApp        app     = rm.SubmitApp(2000);
            RMAppAttempt attempt = app.GetCurrentAppAttempt();
            // Call getNewContainerId to increase container Id so that the AM container
            // Id doesn't equal to one.
            CapacityScheduler cs = (CapacityScheduler)rm.GetResourceScheduler();

            cs.GetApplicationAttempt(attempt.GetAppAttemptId()).GetNewContainerId();
            // kick the scheduling
            nm1.NodeHeartbeat(true);
            MockAM am = MockRM.LaunchAM(app, rm, nm1);

            // am container Id not equal to 1.
            NUnit.Framework.Assert.IsTrue(attempt.GetMasterContainer().GetId().GetContainerId
                                              () != 1);
            // NMSecretManager doesn't record the node on which the am is allocated.
            NUnit.Framework.Assert.IsFalse(rm.GetRMContext().GetNMTokenSecretManager().IsApplicationAttemptNMTokenPresent
                                               (attempt.GetAppAttemptId(), nm1.GetNodeId()));
            am.RegisterAppAttempt();
            rm.WaitForState(app.GetApplicationId(), RMAppState.Running);
            int NumContainers            = 1;
            IList <Container> containers = new AList <Container>();
            // nmTokens keeps track of all the nmTokens issued in the allocate call.
            IList <NMToken> expectedNMTokens = new AList <NMToken>();

            // am1 allocate 1 container on nm1.
            while (true)
            {
                AllocateResponse response = am.Allocate("127.0.0.1", 2000, NumContainers, new AList
                                                        <ContainerId>());
                nm1.NodeHeartbeat(true);
                Sharpen.Collections.AddAll(containers, response.GetAllocatedContainers());
                Sharpen.Collections.AddAll(expectedNMTokens, response.GetNMTokens());
                if (containers.Count == NumContainers)
                {
                    break;
                }
                Sharpen.Thread.Sleep(200);
                System.Console.Out.WriteLine("Waiting for container to be allocated.");
            }
            NodeId nodeId = expectedNMTokens[0].GetNodeId();

            // NMToken is sent for the allocated container.
            NUnit.Framework.Assert.AreEqual(nm1.GetNodeId(), nodeId);
        }
Ejemplo n.º 10
0
        /// <exception cref="System.Exception"/>
        public virtual void TestAppCleanupWhenRMRestartedBeforeAppFinished()
        {
            conf.SetInt(YarnConfiguration.RmAmMaxAttempts, 1);
            MemoryRMStateStore memStore = new MemoryRMStateStore();

            memStore.Init(conf);
            // start RM
            MockRM rm1 = new MockRM(conf, memStore);

            rm1.Start();
            MockNM nm1 = new MockNM("127.0.0.1:1234", 1024, rm1.GetResourceTrackerService());

            nm1.RegisterNode();
            MockNM nm2 = new MockNM("127.0.0.1:5678", 1024, rm1.GetResourceTrackerService());

            nm2.RegisterNode();
            // create app and launch the AM
            RMApp  app0 = rm1.SubmitApp(200);
            MockAM am0  = LaunchAM(app0, rm1, nm1);
            // alloc another container on nm2
            AllocateResponse allocResponse = am0.Allocate(Arrays.AsList(ResourceRequest.NewInstance
                                                                            (Priority.NewInstance(1), "*", Resource.NewInstance(1024, 0), 1)), null);

            while (null == allocResponse.GetAllocatedContainers() || allocResponse.GetAllocatedContainers
                       ().IsEmpty())
            {
                nm2.NodeHeartbeat(true);
                allocResponse = am0.Allocate(null, null);
                Sharpen.Thread.Sleep(1000);
            }
            // start new RM
            MockRM rm2 = new MockRM(conf, memStore);

            rm2.Start();
            // nm1/nm2 register to rm2, and do a heartbeat
            nm1.SetResourceTrackerService(rm2.GetResourceTrackerService());
            nm1.RegisterNode(Arrays.AsList(NMContainerStatus.NewInstance(ContainerId.NewContainerId
                                                                             (am0.GetApplicationAttemptId(), 1), ContainerState.Complete, Resource.NewInstance
                                                                             (1024, 1), string.Empty, 0, Priority.NewInstance(0), 1234)), Arrays.AsList(app0.
                                                                                                                                                        GetApplicationId()));
            nm2.SetResourceTrackerService(rm2.GetResourceTrackerService());
            nm2.RegisterNode(Arrays.AsList(app0.GetApplicationId()));
            // assert app state has been saved.
            rm2.WaitForState(app0.GetApplicationId(), RMAppState.Failed);
            // wait for application cleanup message received on NM1
            WaitForAppCleanupMessageRecved(nm1, app0.GetApplicationId());
            // wait for application cleanup message received on NM2
            WaitForAppCleanupMessageRecved(nm2, app0.GetApplicationId());
            rm1.Stop();
            rm2.Stop();
        }
Ejemplo n.º 11
0
        /// <exception cref="System.Exception"/>
        public virtual void TestActivatingApplicationAfterAddingNM()
        {
            MockRM rm1 = new MockRM(conf);

            // start like normal because state is empty
            rm1.Start();
            // app that gets launched
            RMApp app1 = rm1.SubmitApp(200);
            // app that does not get launched
            RMApp app2 = rm1.SubmitApp(200);
            // app1 and app2 should be scheduled, but because no resource is available,
            // they are not activated.
            RMAppAttempt         attempt1   = app1.GetCurrentAppAttempt();
            ApplicationAttemptId attemptId1 = attempt1.GetAppAttemptId();

            rm1.WaitForState(attemptId1, RMAppAttemptState.Scheduled);
            RMAppAttempt         attempt2   = app2.GetCurrentAppAttempt();
            ApplicationAttemptId attemptId2 = attempt2.GetAppAttemptId();

            rm1.WaitForState(attemptId2, RMAppAttemptState.Scheduled);
            MockNM nm1 = new MockNM("h1:1234", 15120, rm1.GetResourceTrackerService());
            MockNM nm2 = new MockNM("h2:5678", 15120, rm1.GetResourceTrackerService());

            nm1.RegisterNode();
            nm2.RegisterNode();
            //kick the scheduling
            nm1.NodeHeartbeat(true);
            // app1 should be allocated now
            rm1.WaitForState(attemptId1, RMAppAttemptState.Allocated);
            rm1.WaitForState(attemptId2, RMAppAttemptState.Scheduled);
            nm2.NodeHeartbeat(true);
            // app2 should be allocated now
            rm1.WaitForState(attemptId1, RMAppAttemptState.Allocated);
            rm1.WaitForState(attemptId2, RMAppAttemptState.Allocated);
            rm1.Stop();
        }
Ejemplo n.º 12
0
        /// <exception cref="System.Exception"/>
        public virtual void TestMoveSuccessful()
        {
            MockRM rm1 = new MockRM(conf);

            rm1.Start();
            RMApp           app             = rm1.SubmitApp(1024);
            ClientRMService clientRMService = rm1.GetClientRMService();

            // FIFO scheduler does not support moves
            clientRMService.MoveApplicationAcrossQueues(MoveApplicationAcrossQueuesRequest.NewInstance
                                                            (app.GetApplicationId(), "newqueue"));
            RMApp rmApp = rm1.GetRMContext().GetRMApps()[app.GetApplicationId()];

            NUnit.Framework.Assert.AreEqual("newqueue", rmApp.GetQueue());
            rm1.Stop();
        }
        /// <exception cref="System.Exception"/>
        public virtual void TestUsageWithOneAttemptAndOneContainer()
        {
            MockRM rm = new MockRM(conf);

            rm.Start();
            MockNM nm = new MockNM("127.0.0.1:1234", 15120, rm.GetResourceTrackerService());

            nm.RegisterNode();
            RMApp        app0         = rm.SubmitApp(200);
            RMAppMetrics rmAppMetrics = app0.GetRMAppMetrics();

            NUnit.Framework.Assert.IsTrue("Before app submittion, memory seconds should have been 0 but was "
                                          + rmAppMetrics.GetMemorySeconds(), rmAppMetrics.GetMemorySeconds() == 0);
            NUnit.Framework.Assert.IsTrue("Before app submission, vcore seconds should have been 0 but was "
                                          + rmAppMetrics.GetVcoreSeconds(), rmAppMetrics.GetVcoreSeconds() == 0);
            RMAppAttempt attempt0 = app0.GetCurrentAppAttempt();

            nm.NodeHeartbeat(true);
            MockAM am0 = rm.SendAMLaunched(attempt0.GetAppAttemptId());

            am0.RegisterAppAttempt();
            RMContainer rmContainer = rm.GetResourceScheduler().GetRMContainer(attempt0.GetMasterContainer
                                                                                   ().GetId());
            // Allow metrics to accumulate.
            int sleepInterval       = 1000;
            int cumulativeSleepTime = 0;

            while (rmAppMetrics.GetMemorySeconds() <= 0 && cumulativeSleepTime < 5000)
            {
                Sharpen.Thread.Sleep(sleepInterval);
                cumulativeSleepTime += sleepInterval;
            }
            rmAppMetrics = app0.GetRMAppMetrics();
            NUnit.Framework.Assert.IsTrue("While app is running, memory seconds should be >0 but is "
                                          + rmAppMetrics.GetMemorySeconds(), rmAppMetrics.GetMemorySeconds() > 0);
            NUnit.Framework.Assert.IsTrue("While app is running, vcore seconds should be >0 but is "
                                          + rmAppMetrics.GetVcoreSeconds(), rmAppMetrics.GetVcoreSeconds() > 0);
            MockRM.FinishAMAndVerifyAppState(app0, rm, nm, am0);
            AggregateAppResourceUsage ru = CalculateContainerResourceMetrics(rmContainer);

            rmAppMetrics = app0.GetRMAppMetrics();
            NUnit.Framework.Assert.AreEqual("Unexcpected MemorySeconds value", ru.GetMemorySeconds
                                                (), rmAppMetrics.GetMemorySeconds());
            NUnit.Framework.Assert.AreEqual("Unexpected VcoreSeconds value", ru.GetVcoreSeconds
                                                (), rmAppMetrics.GetVcoreSeconds());
            rm.Stop();
        }
Ejemplo n.º 14
0
        /// <exception cref="System.Exception"/>
        public virtual void TestResourceTypes()
        {
            Dictionary <YarnConfiguration, EnumSet <YarnServiceProtos.SchedulerResourceTypes> >
            driver = new Dictionary <YarnConfiguration, EnumSet <YarnServiceProtos.SchedulerResourceTypes
                                                                 > >();
            CapacitySchedulerConfiguration csconf = new CapacitySchedulerConfiguration();

            csconf.SetResourceComparator(typeof(DominantResourceCalculator));
            YarnConfiguration testCapacityDRConf = new YarnConfiguration(csconf);

            testCapacityDRConf.SetClass(YarnConfiguration.RmScheduler, typeof(CapacityScheduler
                                                                              ), typeof(ResourceScheduler));
            YarnConfiguration testCapacityDefConf = new YarnConfiguration();

            testCapacityDefConf.SetClass(YarnConfiguration.RmScheduler, typeof(CapacityScheduler
                                                                               ), typeof(ResourceScheduler));
            YarnConfiguration testFairDefConf = new YarnConfiguration();

            testFairDefConf.SetClass(YarnConfiguration.RmScheduler, typeof(FairScheduler), typeof(
                                         ResourceScheduler));
            driver[conf] = EnumSet.Of(YarnServiceProtos.SchedulerResourceTypes.Memory);
            driver[testCapacityDRConf] = EnumSet.Of(YarnServiceProtos.SchedulerResourceTypes.
                                                    Cpu, YarnServiceProtos.SchedulerResourceTypes.Memory);
            driver[testCapacityDefConf] = EnumSet.Of(YarnServiceProtos.SchedulerResourceTypes
                                                     .Memory);
            driver[testFairDefConf] = EnumSet.Of(YarnServiceProtos.SchedulerResourceTypes.Memory
                                                 , YarnServiceProtos.SchedulerResourceTypes.Cpu);
            foreach (KeyValuePair <YarnConfiguration, EnumSet <YarnServiceProtos.SchedulerResourceTypes
                                                               > > entry in driver)
            {
                EnumSet <YarnServiceProtos.SchedulerResourceTypes> expectedValue = entry.Value;
                MockRM rm = new MockRM(entry.Key);
                rm.Start();
                MockNM nm1  = rm.RegisterNode("127.0.0.1:1234", 6 * Gb);
                RMApp  app1 = rm.SubmitApp(2048);
                nm1.NodeHeartbeat(true);
                RMAppAttempt attempt1 = app1.GetCurrentAppAttempt();
                MockAM       am1      = rm.SendAMLaunched(attempt1.GetAppAttemptId());
                RegisterApplicationMasterResponse resp = am1.RegisterAppAttempt();
                EnumSet <YarnServiceProtos.SchedulerResourceTypes> types = resp.GetSchedulerResourceTypes
                                                                               ();
                Log.Info("types = " + types.ToString());
                NUnit.Framework.Assert.AreEqual(expectedValue, types);
                rm.Stop();
            }
        }
Ejemplo n.º 15
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        /// <exception cref="System.Exception"/>
        public virtual void TestFinishApplicationMasterBeforeRegistering()
        {
            MockRM rm = new MockRM(conf);

            try
            {
                rm.Start();
                // Register node1
                MockNM nm1 = rm.RegisterNode("127.0.0.1:1234", 6 * Gb);
                // Submit an application
                RMApp  app1 = rm.SubmitApp(2048);
                MockAM am1  = MockRM.LaunchAM(app1, rm, nm1);
                FinishApplicationMasterRequest req = FinishApplicationMasterRequest.NewInstance(FinalApplicationStatus
                                                                                                .Failed, string.Empty, string.Empty);
                try
                {
                    am1.UnregisterAppAttempt(req, false);
                    NUnit.Framework.Assert.Fail("ApplicationMasterNotRegisteredException should be thrown"
                                                );
                }
                catch (ApplicationMasterNotRegisteredException e)
                {
                    NUnit.Framework.Assert.IsNotNull(e);
                    NUnit.Framework.Assert.IsNotNull(e.Message);
                    NUnit.Framework.Assert.IsTrue(e.Message.Contains("Application Master is trying to unregister before registering for:"
                                                                     ));
                }
                catch (Exception)
                {
                    NUnit.Framework.Assert.Fail("ApplicationMasterNotRegisteredException should be thrown"
                                                );
                }
                am1.RegisterAppAttempt();
                am1.UnregisterAppAttempt(req, false);
                am1.WaitForState(RMAppAttemptState.Finishing);
            }
            finally
            {
                if (rm != null)
                {
                    rm.Stop();
                }
            }
        }
Ejemplo n.º 16
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        /// <exception cref="System.Exception"/>
        public virtual void TestAppWithNoContainers()
        {
            Logger rootLogger = LogManager.GetRootLogger();

            rootLogger.SetLevel(Level.Debug);
            MockRM rm = new MockRM(conf);

            rm.Start();
            MockNM nm1 = rm.RegisterNode("h1:1234", 5120);
            RMApp  app = rm.SubmitApp(2000);

            //kick the scheduling
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt = app.GetCurrentAppAttempt();
            MockAM       am      = rm.SendAMLaunched(attempt.GetAppAttemptId());

            am.RegisterAppAttempt();
            am.UnregisterAppAttempt();
            nm1.NodeHeartbeat(attempt.GetAppAttemptId(), 1, ContainerState.Complete);
            am.WaitForState(RMAppAttemptState.Finished);
            rm.Stop();
        }
Ejemplo n.º 17
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        /// <exception cref="System.Exception"/>
        public virtual void TestRMIdentifierOnContainerAllocation()
        {
            MockRM rm = new MockRM(conf);

            rm.Start();
            // Register node1
            MockNM nm1 = rm.RegisterNode("127.0.0.1:1234", 6 * Gb);
            // Submit an application
            RMApp app1 = rm.SubmitApp(2048);

            // kick the scheduling
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt1 = app1.GetCurrentAppAttempt();
            MockAM       am1      = rm.SendAMLaunched(attempt1.GetAppAttemptId());

            am1.RegisterAppAttempt();
            am1.AddRequests(new string[] { "127.0.0.1" }, Gb, 1, 1);
            AllocateResponse alloc1Response = am1.Schedule();

            // send the request
            // kick the scheduler
            nm1.NodeHeartbeat(true);
            while (alloc1Response.GetAllocatedContainers().Count < 1)
            {
                Log.Info("Waiting for containers to be created for app 1...");
                Sharpen.Thread.Sleep(1000);
                alloc1Response = am1.Schedule();
            }
            // assert RMIdentifer is set properly in allocated containers
            Container allocatedContainer     = alloc1Response.GetAllocatedContainers()[0];
            ContainerTokenIdentifier tokenId = BuilderUtils.NewContainerTokenIdentifier(allocatedContainer
                                                                                        .GetContainerToken());

            NUnit.Framework.Assert.AreEqual(MockRM.GetClusterTimeStamp(), tokenId.GetRMIdentifier
                                                ());
            rm.Stop();
        }
Ejemplo n.º 18
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        public virtual void TestAllocateContainerOnNodeWithoutOffSwitchSpecified()
        {
            Logger rootLogger = LogManager.GetRootLogger();

            rootLogger.SetLevel(Level.Debug);
            MockRM rm = new MockRM(conf);

            rm.Start();
            MockNM nm1  = rm.RegisterNode("127.0.0.1:1234", 6 * Gb);
            RMApp  app1 = rm.SubmitApp(2048);

            // kick the scheduling, 2 GB given to AM1, remaining 4GB on nm1
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt1 = app1.GetCurrentAppAttempt();
            MockAM       am1      = rm.SendAMLaunched(attempt1.GetAppAttemptId());

            am1.RegisterAppAttempt();
            // add request for containers
            IList <ResourceRequest> requests = new AList <ResourceRequest>();

            requests.AddItem(am1.CreateResourceReq("127.0.0.1", 1 * Gb, 1, 1));
            requests.AddItem(am1.CreateResourceReq("/default-rack", 1 * Gb, 1, 1));
            am1.Allocate(requests, null);
            // send the request
            try
            {
                // kick the schedule
                nm1.NodeHeartbeat(true);
            }
            catch (ArgumentNullException)
            {
                NUnit.Framework.Assert.Fail("NPE when allocating container on node but " + "forget to set off-switch request should be handled"
                                            );
            }
            rm.Stop();
        }
        /// <exception cref="System.Exception"/>
        private void AmRestartTests(bool keepRunningContainers)
        {
            MockRM rm = new MockRM(conf);

            rm.Start();
            RMApp app = rm.SubmitApp(200, "name", "user", new Dictionary <ApplicationAccessType
                                                                          , string>(), false, "default", -1, null, "MAPREDUCE", false, keepRunningContainers
                                     );
            MockNM nm = new MockNM("127.0.0.1:1234", 10240, rm.GetResourceTrackerService());

            nm.RegisterNode();
            MockAM am0           = MockRM.LaunchAndRegisterAM(app, rm, nm);
            int    NumContainers = 1;

            // allocate NUM_CONTAINERS containers
            am0.Allocate("127.0.0.1", 1024, NumContainers, new AList <ContainerId>());
            nm.NodeHeartbeat(true);
            // wait for containers to be allocated.
            IList <Container> containers = am0.Allocate(new AList <ResourceRequest>(), new AList
                                                        <ContainerId>()).GetAllocatedContainers();

            while (containers.Count != NumContainers)
            {
                nm.NodeHeartbeat(true);
                Sharpen.Collections.AddAll(containers, am0.Allocate(new AList <ResourceRequest>(),
                                                                    new AList <ContainerId>()).GetAllocatedContainers());
                Sharpen.Thread.Sleep(200);
            }
            // launch the 2nd container.
            ContainerId containerId2 = ContainerId.NewContainerId(am0.GetApplicationAttemptId
                                                                      (), 2);

            nm.NodeHeartbeat(am0.GetApplicationAttemptId(), containerId2.GetContainerId(), ContainerState
                             .Running);
            rm.WaitForState(nm, containerId2, RMContainerState.Running);
            // Capture the containers here so the metrics can be calculated after the
            // app has completed.
            ICollection <RMContainer> rmContainers = rm.scheduler.GetSchedulerAppInfo(am0.GetApplicationAttemptId
                                                                                          ()).GetLiveContainers();
            // fail the first app attempt by sending CONTAINER_FINISHED event without
            // registering.
            ContainerId amContainerId = app.GetCurrentAppAttempt().GetMasterContainer().GetId
                                            ();

            nm.NodeHeartbeat(am0.GetApplicationAttemptId(), amContainerId.GetContainerId(), ContainerState
                             .Complete);
            am0.WaitForState(RMAppAttemptState.Failed);
            long memorySeconds = 0;
            long vcoreSeconds  = 0;

            // Calculate container usage metrics for first attempt.
            if (keepRunningContainers)
            {
                // Only calculate the usage for the one container that has completed.
                foreach (RMContainer c in rmContainers)
                {
                    if (c.GetContainerId().Equals(amContainerId))
                    {
                        AggregateAppResourceUsage ru = CalculateContainerResourceMetrics(c);
                        memorySeconds += ru.GetMemorySeconds();
                        vcoreSeconds  += ru.GetVcoreSeconds();
                    }
                    else
                    {
                        // The remaining container should be RUNNING.
                        NUnit.Framework.Assert.IsTrue("After first attempt failed, remaining container "
                                                      + "should still be running. ", c.GetContainerState().Equals(ContainerState.Running
                                                                                                                  ));
                    }
                }
            }
            else
            {
                // If keepRunningContainers is false, all live containers should now
                // be completed. Calculate the resource usage metrics for all of them.
                foreach (RMContainer c in rmContainers)
                {
                    AggregateAppResourceUsage ru = CalculateContainerResourceMetrics(c);
                    memorySeconds += ru.GetMemorySeconds();
                    vcoreSeconds  += ru.GetVcoreSeconds();
                }
            }
            // wait for app to start a new attempt.
            rm.WaitForState(app.GetApplicationId(), RMAppState.Accepted);
            // assert this is a new AM.
            RMAppAttempt attempt2 = app.GetCurrentAppAttempt();

            NUnit.Framework.Assert.IsFalse(attempt2.GetAppAttemptId().Equals(am0.GetApplicationAttemptId
                                                                                 ()));
            // launch the new AM
            nm.NodeHeartbeat(true);
            MockAM am1 = rm.SendAMLaunched(attempt2.GetAppAttemptId());

            am1.RegisterAppAttempt();
            // allocate NUM_CONTAINERS containers
            am1.Allocate("127.0.0.1", 1024, NumContainers, new AList <ContainerId>());
            nm.NodeHeartbeat(true);
            // wait for containers to be allocated.
            containers = am1.Allocate(new AList <ResourceRequest>(), new AList <ContainerId>())
                         .GetAllocatedContainers();
            while (containers.Count != NumContainers)
            {
                nm.NodeHeartbeat(true);
                Sharpen.Collections.AddAll(containers, am1.Allocate(new AList <ResourceRequest>(),
                                                                    new AList <ContainerId>()).GetAllocatedContainers());
                Sharpen.Thread.Sleep(200);
            }
            rm.WaitForState(app.GetApplicationId(), RMAppState.Running);
            // Capture running containers for later use by metrics calculations.
            rmContainers = rm.scheduler.GetSchedulerAppInfo(attempt2.GetAppAttemptId()).GetLiveContainers
                               ();
            // complete container by sending the container complete event which has
            // earlier attempt's attemptId
            amContainerId = app.GetCurrentAppAttempt().GetMasterContainer().GetId();
            nm.NodeHeartbeat(am0.GetApplicationAttemptId(), amContainerId.GetContainerId(), ContainerState
                             .Complete);
            MockRM.FinishAMAndVerifyAppState(app, rm, nm, am1);
            // Calculate container usage metrics for second attempt.
            foreach (RMContainer c_1 in rmContainers)
            {
                AggregateAppResourceUsage ru = CalculateContainerResourceMetrics(c_1);
                memorySeconds += ru.GetMemorySeconds();
                vcoreSeconds  += ru.GetVcoreSeconds();
            }
            RMAppMetrics rmAppMetrics = app.GetRMAppMetrics();

            NUnit.Framework.Assert.AreEqual("Unexcpected MemorySeconds value", memorySeconds,
                                            rmAppMetrics.GetMemorySeconds());
            NUnit.Framework.Assert.AreEqual("Unexpected VcoreSeconds value", vcoreSeconds, rmAppMetrics
                                            .GetVcoreSeconds());
            rm.Stop();
            return;
        }
        /// <exception cref="System.Exception"/>
        public virtual void TestUsageWithMultipleContainersAndRMRestart()
        {
            // Set max attempts to 1 so that when the first attempt fails, the app
            // won't try to start a new one.
            conf.SetInt(YarnConfiguration.RmAmMaxAttempts, 1);
            conf.SetBoolean(YarnConfiguration.RecoveryEnabled, true);
            conf.SetBoolean(YarnConfiguration.RmWorkPreservingRecoveryEnabled, false);
            MemoryRMStateStore memStore = new MemoryRMStateStore();

            memStore.Init(conf);
            MockRM rm0 = new MockRM(conf, memStore);

            rm0.Start();
            MockNM nm = new MockNM("127.0.0.1:1234", 65536, rm0.GetResourceTrackerService());

            nm.RegisterNode();
            RMApp app0 = rm0.SubmitApp(200);

            rm0.WaitForState(app0.GetApplicationId(), RMAppState.Accepted);
            RMAppAttempt         attempt0   = app0.GetCurrentAppAttempt();
            ApplicationAttemptId attemptId0 = attempt0.GetAppAttemptId();

            rm0.WaitForState(attemptId0, RMAppAttemptState.Scheduled);
            nm.NodeHeartbeat(true);
            rm0.WaitForState(attemptId0, RMAppAttemptState.Allocated);
            MockAM am0 = rm0.SendAMLaunched(attempt0.GetAppAttemptId());

            am0.RegisterAppAttempt();
            int NumContainers = 2;

            am0.Allocate("127.0.0.1", 1000, NumContainers, new AList <ContainerId>());
            nm.NodeHeartbeat(true);
            IList <Container> conts = am0.Allocate(new AList <ResourceRequest>(), new AList <ContainerId
                                                                                             >()).GetAllocatedContainers();

            while (conts.Count != NumContainers)
            {
                nm.NodeHeartbeat(true);
                Sharpen.Collections.AddAll(conts, am0.Allocate(new AList <ResourceRequest>(), new
                                                               AList <ContainerId>()).GetAllocatedContainers());
                Sharpen.Thread.Sleep(500);
            }
            // launch the 2nd and 3rd containers.
            foreach (Container c in conts)
            {
                nm.NodeHeartbeat(attempt0.GetAppAttemptId(), c.GetId().GetContainerId(), ContainerState
                                 .Running);
                rm0.WaitForState(nm, c.GetId(), RMContainerState.Running);
            }
            // Get the RMContainers for all of the live containers, to be used later
            // for metrics calculations and comparisons.
            ICollection <RMContainer> rmContainers = rm0.scheduler.GetSchedulerAppInfo(attempt0
                                                                                       .GetAppAttemptId()).GetLiveContainers();
            // Allow metrics to accumulate.
            int sleepInterval       = 1000;
            int cumulativeSleepTime = 0;

            while (app0.GetRMAppMetrics().GetMemorySeconds() <= 0 && cumulativeSleepTime < 5000
                   )
            {
                Sharpen.Thread.Sleep(sleepInterval);
                cumulativeSleepTime += sleepInterval;
            }
            // Stop all non-AM containers
            foreach (Container c_1 in conts)
            {
                if (c_1.GetId().GetContainerId() == 1)
                {
                    continue;
                }
                nm.NodeHeartbeat(attempt0.GetAppAttemptId(), c_1.GetId().GetContainerId(), ContainerState
                                 .Complete);
                rm0.WaitForState(nm, c_1.GetId(), RMContainerState.Completed);
            }
            // After all other containers have completed, manually complete the master
            // container in order to trigger a save to the state store of the resource
            // usage metrics. This will cause the attempt to fail, and, since the max
            // attempt retries is 1, the app will also fail. This is intentional so
            // that all containers will complete prior to saving.
            ContainerId cId = ContainerId.NewContainerId(attempt0.GetAppAttemptId(), 1);

            nm.NodeHeartbeat(attempt0.GetAppAttemptId(), cId.GetContainerId(), ContainerState
                             .Complete);
            rm0.WaitForState(nm, cId, RMContainerState.Completed);
            // Check that the container metrics match those from the app usage report.
            long memorySeconds = 0;
            long vcoreSeconds  = 0;

            foreach (RMContainer c_2 in rmContainers)
            {
                AggregateAppResourceUsage ru = CalculateContainerResourceMetrics(c_2);
                memorySeconds += ru.GetMemorySeconds();
                vcoreSeconds  += ru.GetVcoreSeconds();
            }
            RMAppMetrics metricsBefore = app0.GetRMAppMetrics();

            NUnit.Framework.Assert.AreEqual("Unexcpected MemorySeconds value", memorySeconds,
                                            metricsBefore.GetMemorySeconds());
            NUnit.Framework.Assert.AreEqual("Unexpected VcoreSeconds value", vcoreSeconds, metricsBefore
                                            .GetVcoreSeconds());
            // create new RM to represent RM restart. Load up the state store.
            MockRM rm1 = new MockRM(conf, memStore);

            rm1.Start();
            RMApp app0After = rm1.GetRMContext().GetRMApps()[app0.GetApplicationId()];
            // Compare container resource usage metrics from before and after restart.
            RMAppMetrics metricsAfter = app0After.GetRMAppMetrics();

            NUnit.Framework.Assert.AreEqual("Vcore seconds were not the same after RM Restart"
                                            , metricsBefore.GetVcoreSeconds(), metricsAfter.GetVcoreSeconds());
            NUnit.Framework.Assert.AreEqual("Memory seconds were not the same after RM Restart"
                                            , metricsBefore.GetMemorySeconds(), metricsAfter.GetMemorySeconds());
            rm0.Stop();
            rm0.Close();
            rm1.Stop();
            rm1.Close();
        }
Ejemplo n.º 21
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        // The test verifies processing of NMContainerStatuses which are sent during
        // NM registration.
        // 1. Start the cluster-RM,NM,Submit app with 1024MB,Launch & register AM
        // 2. AM sends ResourceRequest for 1 container with memory 2048MB.
        // 3. Verify for number of container allocated by RM
        // 4. Verify Memory Usage by cluster, it should be 3072. AM memory + requested
        // memory. 1024 + 2048=3072
        // 5. Re-register NM by sending completed container status
        // 6. Verify for Memory Used, it should be 1024
        // 7. Send AM heatbeat to RM. Allocated response should contain completed
        // container.
        /// <exception cref="System.Exception"/>
        public virtual void TestProcessingNMContainerStatusesOnNMRestart()
        {
            conf.SetInt(YarnConfiguration.RmAmMaxAttempts, 1);
            MemoryRMStateStore memStore = new MemoryRMStateStore();

            memStore.Init(conf);
            // 1. Start the cluster-RM,NM,Submit app with 1024MB,Launch & register AM
            MockRM rm1 = new MockRM(conf, memStore);

            rm1.Start();
            int    nmMemory        = 8192;
            int    amMemory        = 1024;
            int    containerMemory = 2048;
            MockNM nm1             = new MockNM("127.0.0.1:1234", nmMemory, rm1.GetResourceTrackerService
                                                    ());

            nm1.RegisterNode();
            RMApp  app0 = rm1.SubmitApp(amMemory);
            MockAM am0  = MockRM.LaunchAndRegisterAM(app0, rm1, nm1);
            // 2. AM sends ResourceRequest for 1 container with memory 2048MB.
            int noOfContainers = 1;
            IList <Container> allocateContainers = am0.AllocateAndWaitForContainers(noOfContainers
                                                                                    , containerMemory, nm1);

            // 3. Verify for number of container allocated by RM
            NUnit.Framework.Assert.AreEqual(noOfContainers, allocateContainers.Count);
            Container container = allocateContainers[0];

            nm1.NodeHeartbeat(am0.GetApplicationAttemptId(), 1, ContainerState.Running);
            nm1.NodeHeartbeat(am0.GetApplicationAttemptId(), container.GetId().GetContainerId
                                  (), ContainerState.Running);
            rm1.WaitForState(app0.GetApplicationId(), RMAppState.Running);
            // 4. Verify Memory Usage by cluster, it should be 3072. AM memory +
            // requested memory. 1024 + 2048=3072
            ResourceScheduler rs = rm1.GetRMContext().GetScheduler();
            int allocatedMB      = rs.GetRootQueueMetrics().GetAllocatedMB();

            NUnit.Framework.Assert.AreEqual(amMemory + containerMemory, allocatedMB);
            // 5. Re-register NM by sending completed container status
            IList <NMContainerStatus> nMContainerStatusForApp = CreateNMContainerStatusForApp(
                am0);

            nm1.RegisterNode(nMContainerStatusForApp, Arrays.AsList(app0.GetApplicationId()));
            WaitForClusterMemory(nm1, rs, amMemory);
            // 6. Verify for Memory Used, it should be 1024
            NUnit.Framework.Assert.AreEqual(amMemory, rs.GetRootQueueMetrics().GetAllocatedMB
                                                ());
            // 7. Send AM heatbeat to RM. Allocated response should contain completed
            // container
            AllocateRequest req = AllocateRequest.NewInstance(0, 0F, new AList <ResourceRequest
                                                                                >(), new AList <ContainerId>(), null);
            AllocateResponse        allocate = am0.Allocate(req);
            IList <ContainerStatus> completedContainersStatuses = allocate.GetCompletedContainersStatuses
                                                                      ();

            NUnit.Framework.Assert.AreEqual(noOfContainers, completedContainersStatuses.Count
                                            );
            // Application clean up should happen Cluster memory used is 0
            nm1.NodeHeartbeat(am0.GetApplicationAttemptId(), 1, ContainerState.Complete);
            WaitForClusterMemory(nm1, rs, 0);
            rm1.Stop();
        }
Ejemplo n.º 22
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        public virtual void TestAppCleanup()
        {
            Logger rootLogger = LogManager.GetRootLogger();

            rootLogger.SetLevel(Level.Debug);
            MockRM rm = new MockRM();

            rm.Start();
            MockNM nm1 = rm.RegisterNode("127.0.0.1:1234", 5000);
            RMApp  app = rm.SubmitApp(2000);

            //kick the scheduling
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt = app.GetCurrentAppAttempt();
            MockAM       am      = rm.SendAMLaunched(attempt.GetAppAttemptId());

            am.RegisterAppAttempt();
            //request for containers
            int request = 2;

            am.Allocate("127.0.0.1", 1000, request, new AList <ContainerId>());
            //kick the scheduler
            nm1.NodeHeartbeat(true);
            IList <Container> conts = am.Allocate(new AList <ResourceRequest>(), new AList <ContainerId
                                                                                            >()).GetAllocatedContainers();
            int contReceived = conts.Count;
            int waitCount    = 0;

            while (contReceived < request && waitCount++ < 200)
            {
                Log.Info("Got " + contReceived + " containers. Waiting to get " + request);
                Sharpen.Thread.Sleep(100);
                conts = am.Allocate(new AList <ResourceRequest>(), new AList <ContainerId>()).GetAllocatedContainers
                            ();
                contReceived += conts.Count;
                nm1.NodeHeartbeat(true);
            }
            NUnit.Framework.Assert.AreEqual(request, contReceived);
            am.UnregisterAppAttempt();
            NodeHeartbeatResponse resp = nm1.NodeHeartbeat(attempt.GetAppAttemptId(), 1, ContainerState
                                                           .Complete);

            am.WaitForState(RMAppAttemptState.Finished);
            //currently only containers are cleaned via this
            //AM container is cleaned via container launcher
            resp = nm1.NodeHeartbeat(true);
            IList <ContainerId>   containersToCleanup = resp.GetContainersToCleanup();
            IList <ApplicationId> appsToCleanup       = resp.GetApplicationsToCleanup();
            int numCleanedContainers = containersToCleanup.Count;
            int numCleanedApps       = appsToCleanup.Count;

            waitCount = 0;
            while ((numCleanedContainers < 2 || numCleanedApps < 1) && waitCount++ < 200)
            {
                Log.Info("Waiting to get cleanup events.. cleanedConts: " + numCleanedContainers
                         + " cleanedApps: " + numCleanedApps);
                Sharpen.Thread.Sleep(100);
                resp = nm1.NodeHeartbeat(true);
                IList <ContainerId>   deltaContainersToCleanup = resp.GetContainersToCleanup();
                IList <ApplicationId> deltaAppsToCleanup       = resp.GetApplicationsToCleanup();
                // Add the deltas to the global list
                Sharpen.Collections.AddAll(containersToCleanup, deltaContainersToCleanup);
                Sharpen.Collections.AddAll(appsToCleanup, deltaAppsToCleanup);
                // Update counts now
                numCleanedContainers = containersToCleanup.Count;
                numCleanedApps       = appsToCleanup.Count;
            }
            NUnit.Framework.Assert.AreEqual(1, appsToCleanup.Count);
            NUnit.Framework.Assert.AreEqual(app.GetApplicationId(), appsToCleanup[0]);
            NUnit.Framework.Assert.AreEqual(1, numCleanedApps);
            NUnit.Framework.Assert.AreEqual(2, numCleanedContainers);
            rm.Stop();
        }
Ejemplo n.º 23
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        public virtual void TestUnauthorizedAccess()
        {
            TestAMAuthorization.MyContainerManager containerManager = new TestAMAuthorization.MyContainerManager
                                                                          ();
            rm = new TestAMAuthorization.MockRMWithAMS(conf, containerManager);
            rm.Start();
            MockNM nm1 = rm.RegisterNode("localhost:1234", 5120);
            RMApp  app = rm.SubmitApp(1024);

            nm1.NodeHeartbeat(true);
            int waitCount = 0;

            while (containerManager.containerTokens == null && waitCount++ < 40)
            {
                Log.Info("Waiting for AM Launch to happen..");
                Sharpen.Thread.Sleep(1000);
            }
            NUnit.Framework.Assert.IsNotNull(containerManager.containerTokens);
            RMAppAttempt         attempt = app.GetCurrentAppAttempt();
            ApplicationAttemptId applicationAttemptId = attempt.GetAppAttemptId();

            WaitForLaunchedState(attempt);
            Configuration conf        = rm.GetConfig();
            YarnRPC       rpc         = YarnRPC.Create(conf);
            IPEndPoint    serviceAddr = conf.GetSocketAddr(YarnConfiguration.RmSchedulerAddress,
                                                           YarnConfiguration.DefaultRmSchedulerAddress, YarnConfiguration.DefaultRmSchedulerPort
                                                           );
            UserGroupInformation currentUser = UserGroupInformation.CreateRemoteUser(applicationAttemptId
                                                                                     .ToString());
            // First try contacting NM without tokens
            ApplicationMasterProtocol client = currentUser.DoAs(new _PrivilegedAction_262(rpc
                                                                                          , serviceAddr, conf));
            RegisterApplicationMasterRequest request = Org.Apache.Hadoop.Yarn.Util.Records.NewRecord
                                                       <RegisterApplicationMasterRequest>();

            try
            {
                client.RegisterApplicationMaster(request);
                NUnit.Framework.Assert.Fail("Should fail with authorization error");
            }
            catch (Exception e)
            {
                if (IsCause(typeof(AccessControlException), e))
                {
                    // Because there are no tokens, the request should be rejected as the
                    // server side will assume we are trying simple auth.
                    string expectedMessage = string.Empty;
                    if (UserGroupInformation.IsSecurityEnabled())
                    {
                        expectedMessage = "Client cannot authenticate via:[TOKEN]";
                    }
                    else
                    {
                        expectedMessage = "SIMPLE authentication is not enabled.  Available:[TOKEN]";
                    }
                    NUnit.Framework.Assert.IsTrue(e.InnerException.Message.Contains(expectedMessage));
                }
                else
                {
                    throw;
                }
            }
        }
Ejemplo n.º 24
0
        /// <exception cref="System.Exception"/>
        public virtual void TestProgressFilter()
        {
            MockRM rm = new MockRM(conf);

            rm.Start();
            // Register node1
            MockNM nm1 = rm.RegisterNode("127.0.0.1:1234", 6 * Gb);
            // Submit an application
            RMApp app1 = rm.SubmitApp(2048);

            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt1 = app1.GetCurrentAppAttempt();
            MockAM       am1      = rm.SendAMLaunched(attempt1.GetAppAttemptId());

            am1.RegisterAppAttempt();
            AllocateRequestPBImpl   allocateRequest = new AllocateRequestPBImpl();
            IList <ContainerId>     release         = new AList <ContainerId>();
            IList <ResourceRequest> ask             = new AList <ResourceRequest>();

            allocateRequest.SetReleaseList(release);
            allocateRequest.SetAskList(ask);
            allocateRequest.SetProgress(float.PositiveInfinity);
            am1.Allocate(allocateRequest);
            while (attempt1.GetProgress() != 1)
            {
                Log.Info("Waiting for allocate event to be handled ...");
                Sharpen.Thread.Sleep(100);
            }
            allocateRequest.SetProgress(float.NaN);
            am1.Allocate(allocateRequest);
            while (attempt1.GetProgress() != 0)
            {
                Log.Info("Waiting for allocate event to be handled ...");
                Sharpen.Thread.Sleep(100);
            }
            allocateRequest.SetProgress((float)9);
            am1.Allocate(allocateRequest);
            while (attempt1.GetProgress() != 1)
            {
                Log.Info("Waiting for allocate event to be handled ...");
                Sharpen.Thread.Sleep(100);
            }
            allocateRequest.SetProgress(float.NegativeInfinity);
            am1.Allocate(allocateRequest);
            while (attempt1.GetProgress() != 0)
            {
                Log.Info("Waiting for allocate event to be handled ...");
                Sharpen.Thread.Sleep(100);
            }
            allocateRequest.SetProgress((float)0.5);
            am1.Allocate(allocateRequest);
            while (attempt1.GetProgress() != 0.5)
            {
                Log.Info("Waiting for allocate event to be handled ...");
                Sharpen.Thread.Sleep(100);
            }
            allocateRequest.SetProgress((float)-1);
            am1.Allocate(allocateRequest);
            while (attempt1.GetProgress() != 0)
            {
                Log.Info("Waiting for allocate event to be handled ...");
                Sharpen.Thread.Sleep(100);
            }
        }
        /// <exception cref="System.Exception"/>
        public virtual void TestallocateBeforeAMRegistration()
        {
            Logger rootLogger = LogManager.GetRootLogger();
            bool   thrown     = false;

            rootLogger.SetLevel(Level.Debug);
            MockRM rm = new MockRM();

            rm.Start();
            MockNM nm1 = rm.RegisterNode("h1:1234", 5000);
            RMApp  app = rm.SubmitApp(2000);

            // kick the scheduling
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt = app.GetCurrentAppAttempt();
            MockAM       am      = rm.SendAMLaunched(attempt.GetAppAttemptId());
            // request for containers
            int request         = 2;
            AllocateResponse ar = null;

            try
            {
                ar = am.Allocate("h1", 1000, request, new AList <ContainerId>());
                NUnit.Framework.Assert.Fail();
            }
            catch (ApplicationMasterNotRegisteredException)
            {
            }
            // kick the scheduler
            nm1.NodeHeartbeat(true);
            AllocateResponse amrs = null;

            try
            {
                amrs = am.Allocate(new AList <ResourceRequest>(), new AList <ContainerId>());
                NUnit.Framework.Assert.Fail();
            }
            catch (ApplicationMasterNotRegisteredException)
            {
            }
            am.RegisterAppAttempt();
            try
            {
                am.RegisterAppAttempt(false);
                NUnit.Framework.Assert.Fail();
            }
            catch (Exception e)
            {
                NUnit.Framework.Assert.AreEqual("Application Master is already registered : " + attempt
                                                .GetAppAttemptId().GetApplicationId(), e.Message);
            }
            // Simulate an AM that was disconnected and app attempt was removed
            // (responseMap does not contain attemptid)
            am.UnregisterAppAttempt();
            nm1.NodeHeartbeat(attempt.GetAppAttemptId(), 1, ContainerState.Complete);
            am.WaitForState(RMAppAttemptState.Finished);
            try
            {
                amrs = am.Allocate(new AList <ResourceRequest>(), new AList <ContainerId>());
                NUnit.Framework.Assert.Fail();
            }
            catch (ApplicationAttemptNotFoundException)
            {
            }
        }
Ejemplo n.º 26
0
        public virtual void TestResourceOverCommit()
        {
            MockRM rm = new MockRM(conf);

            rm.Start();
            MockNM nm1  = rm.RegisterNode("127.0.0.1:1234", 4 * Gb);
            RMApp  app1 = rm.SubmitApp(2048);

            // kick the scheduling, 2 GB given to AM1, remaining 2GB on nm1
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt1 = app1.GetCurrentAppAttempt();
            MockAM       am1      = rm.SendAMLaunched(attempt1.GetAppAttemptId());

            am1.RegisterAppAttempt();
            SchedulerNodeReport report_nm1 = rm.GetResourceScheduler().GetNodeReport(nm1.GetNodeId
                                                                                         ());

            // check node report, 2 GB used and 2 GB available
            NUnit.Framework.Assert.AreEqual(2 * Gb, report_nm1.GetUsedResource().GetMemory());
            NUnit.Framework.Assert.AreEqual(2 * Gb, report_nm1.GetAvailableResource().GetMemory
                                                ());
            // add request for containers
            am1.AddRequests(new string[] { "127.0.0.1", "127.0.0.2" }, 2 * Gb, 1, 1);
            AllocateResponse alloc1Response = am1.Schedule();

            // send the request
            // kick the scheduler, 2 GB given to AM1, resource remaining 0
            nm1.NodeHeartbeat(true);
            while (alloc1Response.GetAllocatedContainers().Count < 1)
            {
                Log.Info("Waiting for containers to be created for app 1...");
                Sharpen.Thread.Sleep(1000);
                alloc1Response = am1.Schedule();
            }
            IList <Container> allocated1 = alloc1Response.GetAllocatedContainers();

            NUnit.Framework.Assert.AreEqual(1, allocated1.Count);
            NUnit.Framework.Assert.AreEqual(2 * Gb, allocated1[0].GetResource().GetMemory());
            NUnit.Framework.Assert.AreEqual(nm1.GetNodeId(), allocated1[0].GetNodeId());
            report_nm1 = rm.GetResourceScheduler().GetNodeReport(nm1.GetNodeId());
            // check node report, 4 GB used and 0 GB available
            NUnit.Framework.Assert.AreEqual(0, report_nm1.GetAvailableResource().GetMemory());
            NUnit.Framework.Assert.AreEqual(4 * Gb, report_nm1.GetUsedResource().GetMemory());
            // check container is assigned with 2 GB.
            Container c1 = allocated1[0];

            NUnit.Framework.Assert.AreEqual(2 * Gb, c1.GetResource().GetMemory());
            // update node resource to 2 GB, so resource is over-consumed.
            IDictionary <NodeId, ResourceOption> nodeResourceMap = new Dictionary <NodeId, ResourceOption
                                                                                   >();

            nodeResourceMap[nm1.GetNodeId()] = ResourceOption.NewInstance(Org.Apache.Hadoop.Yarn.Api.Records.Resource
                                                                          .NewInstance(2 * Gb, 1), -1);
            UpdateNodeResourceRequest request = UpdateNodeResourceRequest.NewInstance(nodeResourceMap
                                                                                      );
            AdminService @as = rm.adminService;

            @as.UpdateNodeResource(request);
            // Now, the used resource is still 4 GB, and available resource is minus value.
            report_nm1 = rm.GetResourceScheduler().GetNodeReport(nm1.GetNodeId());
            NUnit.Framework.Assert.AreEqual(4 * Gb, report_nm1.GetUsedResource().GetMemory());
            NUnit.Framework.Assert.AreEqual(-2 * Gb, report_nm1.GetAvailableResource().GetMemory
                                                ());
            // Check container can complete successfully in case of resource over-commitment.
            ContainerStatus containerStatus = BuilderUtils.NewContainerStatus(c1.GetId(), ContainerState
                                                                              .Complete, string.Empty, 0);

            nm1.ContainerStatus(containerStatus);
            int waitCount = 0;

            while (attempt1.GetJustFinishedContainers().Count < 1 && waitCount++ != 20)
            {
                Log.Info("Waiting for containers to be finished for app 1... Tried " + waitCount
                         + " times already..");
                Sharpen.Thread.Sleep(100);
            }
            NUnit.Framework.Assert.AreEqual(1, attempt1.GetJustFinishedContainers().Count);
            NUnit.Framework.Assert.AreEqual(1, am1.Schedule().GetCompletedContainersStatuses(
                                                ).Count);
            report_nm1 = rm.GetResourceScheduler().GetNodeReport(nm1.GetNodeId());
            NUnit.Framework.Assert.AreEqual(2 * Gb, report_nm1.GetUsedResource().GetMemory());
            // As container return 2 GB back, the available resource becomes 0 again.
            NUnit.Framework.Assert.AreEqual(0 * Gb, report_nm1.GetAvailableResource().GetMemory
                                                ());
            rm.Stop();
        }
Ejemplo n.º 27
0
        public virtual void Test()
        {
            Logger rootLogger = LogManager.GetRootLogger();

            rootLogger.SetLevel(Level.Debug);
            MockRM rm = new MockRM(conf);

            rm.Start();
            MockNM nm1  = rm.RegisterNode("127.0.0.1:1234", 6 * Gb);
            MockNM nm2  = rm.RegisterNode("127.0.0.2:5678", 4 * Gb);
            RMApp  app1 = rm.SubmitApp(2048);

            // kick the scheduling, 2 GB given to AM1, remaining 4GB on nm1
            nm1.NodeHeartbeat(true);
            RMAppAttempt attempt1 = app1.GetCurrentAppAttempt();
            MockAM       am1      = rm.SendAMLaunched(attempt1.GetAppAttemptId());

            am1.RegisterAppAttempt();
            SchedulerNodeReport report_nm1 = rm.GetResourceScheduler().GetNodeReport(nm1.GetNodeId
                                                                                         ());

            NUnit.Framework.Assert.AreEqual(2 * Gb, report_nm1.GetUsedResource().GetMemory());
            RMApp app2 = rm.SubmitApp(2048);

            // kick the scheduling, 2GB given to AM, remaining 2 GB on nm2
            nm2.NodeHeartbeat(true);
            RMAppAttempt attempt2 = app2.GetCurrentAppAttempt();
            MockAM       am2      = rm.SendAMLaunched(attempt2.GetAppAttemptId());

            am2.RegisterAppAttempt();
            SchedulerNodeReport report_nm2 = rm.GetResourceScheduler().GetNodeReport(nm2.GetNodeId
                                                                                         ());

            NUnit.Framework.Assert.AreEqual(2 * Gb, report_nm2.GetUsedResource().GetMemory());
            // add request for containers
            am1.AddRequests(new string[] { "127.0.0.1", "127.0.0.2" }, Gb, 1, 1);
            AllocateResponse alloc1Response = am1.Schedule();

            // send the request
            // add request for containers
            am2.AddRequests(new string[] { "127.0.0.1", "127.0.0.2" }, 3 * Gb, 0, 1);
            AllocateResponse alloc2Response = am2.Schedule();

            // send the request
            // kick the scheduler, 1 GB and 3 GB given to AM1 and AM2, remaining 0
            nm1.NodeHeartbeat(true);
            while (alloc1Response.GetAllocatedContainers().Count < 1)
            {
                Log.Info("Waiting for containers to be created for app 1...");
                Sharpen.Thread.Sleep(1000);
                alloc1Response = am1.Schedule();
            }
            while (alloc2Response.GetAllocatedContainers().Count < 1)
            {
                Log.Info("Waiting for containers to be created for app 2...");
                Sharpen.Thread.Sleep(1000);
                alloc2Response = am2.Schedule();
            }
            // kick the scheduler, nothing given remaining 2 GB.
            nm2.NodeHeartbeat(true);
            IList <Container> allocated1 = alloc1Response.GetAllocatedContainers();

            NUnit.Framework.Assert.AreEqual(1, allocated1.Count);
            NUnit.Framework.Assert.AreEqual(1 * Gb, allocated1[0].GetResource().GetMemory());
            NUnit.Framework.Assert.AreEqual(nm1.GetNodeId(), allocated1[0].GetNodeId());
            IList <Container> allocated2 = alloc2Response.GetAllocatedContainers();

            NUnit.Framework.Assert.AreEqual(1, allocated2.Count);
            NUnit.Framework.Assert.AreEqual(3 * Gb, allocated2[0].GetResource().GetMemory());
            NUnit.Framework.Assert.AreEqual(nm1.GetNodeId(), allocated2[0].GetNodeId());
            report_nm1 = rm.GetResourceScheduler().GetNodeReport(nm1.GetNodeId());
            report_nm2 = rm.GetResourceScheduler().GetNodeReport(nm2.GetNodeId());
            NUnit.Framework.Assert.AreEqual(0, report_nm1.GetAvailableResource().GetMemory());
            NUnit.Framework.Assert.AreEqual(2 * Gb, report_nm2.GetAvailableResource().GetMemory
                                                ());
            NUnit.Framework.Assert.AreEqual(6 * Gb, report_nm1.GetUsedResource().GetMemory());
            NUnit.Framework.Assert.AreEqual(2 * Gb, report_nm2.GetUsedResource().GetMemory());
            Container c1 = allocated1[0];

            NUnit.Framework.Assert.AreEqual(Gb, c1.GetResource().GetMemory());
            ContainerStatus containerStatus = BuilderUtils.NewContainerStatus(c1.GetId(), ContainerState
                                                                              .Complete, string.Empty, 0);

            nm1.ContainerStatus(containerStatus);
            int waitCount = 0;

            while (attempt1.GetJustFinishedContainers().Count < 1 && waitCount++ != 20)
            {
                Log.Info("Waiting for containers to be finished for app 1... Tried " + waitCount
                         + " times already..");
                Sharpen.Thread.Sleep(1000);
            }
            NUnit.Framework.Assert.AreEqual(1, attempt1.GetJustFinishedContainers().Count);
            NUnit.Framework.Assert.AreEqual(1, am1.Schedule().GetCompletedContainersStatuses(
                                                ).Count);
            report_nm1 = rm.GetResourceScheduler().GetNodeReport(nm1.GetNodeId());
            NUnit.Framework.Assert.AreEqual(5 * Gb, report_nm1.GetUsedResource().GetMemory());
            rm.Stop();
        }
Ejemplo n.º 28
0
        /// <exception cref="System.Exception"/>
        public virtual void TestNMToken()
        {
            MockRM rm = new MockRM(conf);

            try
            {
                rm.Start();
                MockNM nm1 = rm.RegisterNode("h1:1234", 10000);
                NMTokenSecretManagerInRM nmTokenSecretManager = rm.GetRMContext().GetNMTokenSecretManager
                                                                    ();
                // submitting new application
                RMApp app = rm.SubmitApp(1000);
                // start scheduling.
                nm1.NodeHeartbeat(true);
                // Starting application attempt and launching
                // It should get registered with NMTokenSecretManager.
                RMAppAttempt attempt = app.GetCurrentAppAttempt();
                MockAM       am      = rm.SendAMLaunched(attempt.GetAppAttemptId());
                NUnit.Framework.Assert.IsTrue(nmTokenSecretManager.IsApplicationAttemptRegistered
                                                  (attempt.GetAppAttemptId()));
                // This will register application master.
                am.RegisterAppAttempt();
                AList <Container>          containersReceivedForNM1 = new AList <Container>();
                IList <ContainerId>        releaseContainerList     = new AList <ContainerId>();
                Dictionary <string, Token> nmTokens = new Dictionary <string, Token>();
                // initially requesting 2 containers.
                AllocateResponse response = am.Allocate("h1", 1000, 2, releaseContainerList);
                NUnit.Framework.Assert.AreEqual(0, response.GetAllocatedContainers().Count);
                AllocateContainersAndValidateNMTokens(am, containersReceivedForNM1, 2, nmTokens,
                                                      nm1);
                NUnit.Framework.Assert.AreEqual(1, nmTokens.Count);
                // requesting 2 more containers.
                response = am.Allocate("h1", 1000, 2, releaseContainerList);
                NUnit.Framework.Assert.AreEqual(0, response.GetAllocatedContainers().Count);
                AllocateContainersAndValidateNMTokens(am, containersReceivedForNM1, 4, nmTokens,
                                                      nm1);
                NUnit.Framework.Assert.AreEqual(1, nmTokens.Count);
                // We will be simulating NM restart so restarting newly added h2:1234
                // NM 2 now registers.
                MockNM nm2 = rm.RegisterNode("h2:1234", 10000);
                nm2.NodeHeartbeat(true);
                AList <Container> containersReceivedForNM2 = new AList <Container>();
                response = am.Allocate("h2", 1000, 2, releaseContainerList);
                NUnit.Framework.Assert.AreEqual(0, response.GetAllocatedContainers().Count);
                AllocateContainersAndValidateNMTokens(am, containersReceivedForNM2, 2, nmTokens,
                                                      nm2);
                NUnit.Framework.Assert.AreEqual(2, nmTokens.Count);
                // Simulating NM-2 restart.
                nm2 = rm.RegisterNode("h2:1234", 10000);
                // Wait for reconnect to make it through the RM and create a new RMNode
                IDictionary <NodeId, RMNode> nodes = rm.GetRMContext().GetRMNodes();
                while (nodes[nm2.GetNodeId()].GetLastNodeHeartBeatResponse().GetResponseId() > 0)
                {
                    Sharpen.Thread.Sleep(WaitSleepMs);
                }
                int interval = 40;
                // Wait for nm Token to be cleared.
                while (nmTokenSecretManager.IsApplicationAttemptNMTokenPresent(attempt.GetAppAttemptId
                                                                                   (), nm2.GetNodeId()) && interval-- > 0)
                {
                    Log.Info("waiting for nmToken to be cleared for : " + nm2.GetNodeId());
                    Sharpen.Thread.Sleep(WaitSleepMs);
                }
                NUnit.Framework.Assert.IsTrue(nmTokenSecretManager.IsApplicationAttemptRegistered
                                                  (attempt.GetAppAttemptId()));
                // removing NMToken for h2:1234
                Sharpen.Collections.Remove(nmTokens, nm2.GetNodeId().ToString());
                NUnit.Framework.Assert.AreEqual(1, nmTokens.Count);
                // We should again receive the NMToken.
                response = am.Allocate("h2", 1000, 2, releaseContainerList);
                NUnit.Framework.Assert.AreEqual(0, response.GetAllocatedContainers().Count);
                AllocateContainersAndValidateNMTokens(am, containersReceivedForNM2, 4, nmTokens,
                                                      nm2);
                NUnit.Framework.Assert.AreEqual(2, nmTokens.Count);
                // Now rolling over NMToken masterKey. it should resend the NMToken in
                // next allocate call.
                NUnit.Framework.Assert.IsTrue(nmTokenSecretManager.IsApplicationAttemptNMTokenPresent
                                                  (attempt.GetAppAttemptId(), nm1.GetNodeId()));
                NUnit.Framework.Assert.IsTrue(nmTokenSecretManager.IsApplicationAttemptNMTokenPresent
                                                  (attempt.GetAppAttemptId(), nm2.GetNodeId()));
                nmTokenSecretManager.RollMasterKey();
                nmTokenSecretManager.ActivateNextMasterKey();
                NUnit.Framework.Assert.IsFalse(nmTokenSecretManager.IsApplicationAttemptNMTokenPresent
                                                   (attempt.GetAppAttemptId(), nm1.GetNodeId()));
                NUnit.Framework.Assert.IsFalse(nmTokenSecretManager.IsApplicationAttemptNMTokenPresent
                                                   (attempt.GetAppAttemptId(), nm2.GetNodeId()));
                // It should not remove application attempt entry.
                NUnit.Framework.Assert.IsTrue(nmTokenSecretManager.IsApplicationAttemptRegistered
                                                  (attempt.GetAppAttemptId()));
                nmTokens.Clear();
                NUnit.Framework.Assert.AreEqual(0, nmTokens.Count);
                // We should again receive the NMToken.
                response = am.Allocate("h2", 1000, 1, releaseContainerList);
                NUnit.Framework.Assert.AreEqual(0, response.GetAllocatedContainers().Count);
                AllocateContainersAndValidateNMTokens(am, containersReceivedForNM2, 5, nmTokens,
                                                      nm2);
                NUnit.Framework.Assert.AreEqual(1, nmTokens.Count);
                NUnit.Framework.Assert.IsTrue(nmTokenSecretManager.IsApplicationAttemptNMTokenPresent
                                                  (attempt.GetAppAttemptId(), nm2.GetNodeId()));
                // After AM is finished making sure that nmtoken entry for app
                NUnit.Framework.Assert.IsTrue(nmTokenSecretManager.IsApplicationAttemptRegistered
                                                  (attempt.GetAppAttemptId()));
                am.UnregisterAppAttempt();
                // marking all the containers as finished.
                foreach (Container container in containersReceivedForNM1)
                {
                    nm1.NodeHeartbeat(attempt.GetAppAttemptId(), container.GetId().GetContainerId(),
                                      ContainerState.Complete);
                }
                foreach (Container container_1 in containersReceivedForNM2)
                {
                    nm2.NodeHeartbeat(attempt.GetAppAttemptId(), container_1.GetId().GetContainerId()
                                      , ContainerState.Complete);
                }
                nm1.NodeHeartbeat(am.GetApplicationAttemptId(), 1, ContainerState.Complete);
                am.WaitForState(RMAppAttemptState.Finished);
                NUnit.Framework.Assert.IsFalse(nmTokenSecretManager.IsApplicationAttemptRegistered
                                                   (attempt.GetAppAttemptId()));
            }
            finally
            {
                rm.Stop();
            }
        }