use of org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.ContainerExpiredSchedulerEvent in project hadoop by apache.
the class TestCapacityScheduler method testCSReservationWithRootUnblocked.
@Test
public void testCSReservationWithRootUnblocked() throws Exception {
CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
conf.setResourceComparator(DominantResourceCalculator.class);
setupOtherBlockedQueueConfiguration(conf);
conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class, ResourceScheduler.class);
MockRM rm = new MockRM(conf);
rm.start();
CapacityScheduler cs = (CapacityScheduler) rm.getResourceScheduler();
ParentQueue q = (ParentQueue) cs.getQueue("p1");
Assert.assertNotNull(q);
String host = "127.0.0.1";
String host1 = "test";
RMNode node = MockNodes.newNodeInfo(0, Resource.newInstance(8 * GB, 8), 1, host);
RMNode node1 = MockNodes.newNodeInfo(0, Resource.newInstance(8 * GB, 8), 2, host1);
cs.handle(new NodeAddedSchedulerEvent(node));
cs.handle(new NodeAddedSchedulerEvent(node1));
ApplicationAttemptId appAttemptId1 = appHelper(rm, cs, 100, 1, "x1", "userX1");
ApplicationAttemptId appAttemptId2 = appHelper(rm, cs, 100, 2, "x2", "userX2");
ApplicationAttemptId appAttemptId3 = appHelper(rm, cs, 100, 3, "y1", "userY1");
RecordFactory recordFactory = RecordFactoryProvider.getRecordFactory(null);
Priority priority = TestUtils.createMockPriority(1);
ResourceRequest y1Req = null;
ResourceRequest x1Req = null;
ResourceRequest x2Req = null;
for (int i = 0; i < 4; i++) {
y1Req = TestUtils.createResourceRequest(ResourceRequest.ANY, 1 * GB, 1, true, priority, recordFactory);
cs.allocate(appAttemptId3, Collections.<ResourceRequest>singletonList(y1Req), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS);
CapacityScheduler.schedule(cs);
}
assertEquals("Y1 Used Resource should be 4 GB", 4 * GB, cs.getQueue("y1").getUsedResources().getMemorySize());
assertEquals("P2 Used Resource should be 4 GB", 4 * GB, cs.getQueue("p2").getUsedResources().getMemorySize());
for (int i = 0; i < 7; i++) {
x1Req = TestUtils.createResourceRequest(ResourceRequest.ANY, 1 * GB, 1, true, priority, recordFactory);
cs.allocate(appAttemptId1, Collections.<ResourceRequest>singletonList(x1Req), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS);
CapacityScheduler.schedule(cs);
}
assertEquals("X1 Used Resource should be 7 GB", 7 * GB, cs.getQueue("x1").getUsedResources().getMemorySize());
assertEquals("P1 Used Resource should be 7 GB", 7 * GB, cs.getQueue("p1").getUsedResources().getMemorySize());
x2Req = TestUtils.createResourceRequest(ResourceRequest.ANY, 2 * GB, 1, true, priority, recordFactory);
cs.allocate(appAttemptId2, Collections.<ResourceRequest>singletonList(x2Req), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS);
CapacityScheduler.schedule(cs);
assertEquals("X2 Used Resource should be 0", 0, cs.getQueue("x2").getUsedResources().getMemorySize());
assertEquals("P1 Used Resource should be 7 GB", 7 * GB, cs.getQueue("p1").getUsedResources().getMemorySize());
//this assign should fail
x1Req = TestUtils.createResourceRequest(ResourceRequest.ANY, 1 * GB, 1, true, priority, recordFactory);
cs.allocate(appAttemptId1, Collections.<ResourceRequest>singletonList(x1Req), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS);
CapacityScheduler.schedule(cs);
assertEquals("X1 Used Resource should be 7 GB", 7 * GB, cs.getQueue("x1").getUsedResources().getMemorySize());
assertEquals("P1 Used Resource should be 7 GB", 7 * GB, cs.getQueue("p1").getUsedResources().getMemorySize());
//this should get thru
for (int i = 0; i < 4; i++) {
y1Req = TestUtils.createResourceRequest(ResourceRequest.ANY, 1 * GB, 1, true, priority, recordFactory);
cs.allocate(appAttemptId3, Collections.<ResourceRequest>singletonList(y1Req), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS);
CapacityScheduler.schedule(cs);
}
assertEquals("P2 Used Resource should be 8 GB", 8 * GB, cs.getQueue("p2").getUsedResources().getMemorySize());
//Free a container from X1
ContainerId containerId = ContainerId.newContainerId(appAttemptId1, 2);
cs.handle(new ContainerExpiredSchedulerEvent(containerId));
//Schedule pending request
CapacityScheduler.schedule(cs);
assertEquals("X2 Used Resource should be 2 GB", 2 * GB, cs.getQueue("x2").getUsedResources().getMemorySize());
assertEquals("P1 Used Resource should be 8 GB", 8 * GB, cs.getQueue("p1").getUsedResources().getMemorySize());
assertEquals("P2 Used Resource should be 8 GB", 8 * GB, cs.getQueue("p2").getUsedResources().getMemorySize());
assertEquals("Root Used Resource should be 16 GB", 16 * GB, cs.getRootQueue().getUsedResources().getMemorySize());
rm.stop();
}
use of org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.ContainerExpiredSchedulerEvent in project hadoop by apache.
the class TestCapacityScheduler method testCSQueueBlocked.
@Test
public void testCSQueueBlocked() throws Exception {
CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
setupBlockedQueueConfiguration(conf);
conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class, ResourceScheduler.class);
MockRM rm = new MockRM(conf);
rm.start();
CapacityScheduler cs = (CapacityScheduler) rm.getResourceScheduler();
LeafQueue q = (LeafQueue) cs.getQueue("a");
Assert.assertNotNull(q);
String host = "127.0.0.1";
String host1 = "test";
RMNode node = MockNodes.newNodeInfo(0, Resource.newInstance(8 * GB, 8), 1, host);
RMNode node1 = MockNodes.newNodeInfo(0, Resource.newInstance(8 * GB, 8), 2, host1);
cs.handle(new NodeAddedSchedulerEvent(node));
cs.handle(new NodeAddedSchedulerEvent(node1));
//add app begin
ApplicationAttemptId appAttemptId1 = appHelper(rm, cs, 100, 1, "a", "user1");
ApplicationAttemptId appAttemptId2 = appHelper(rm, cs, 100, 2, "b", "user2");
//add app end
RecordFactory recordFactory = RecordFactoryProvider.getRecordFactory(null);
Priority priority = TestUtils.createMockPriority(1);
ResourceRequest r1 = TestUtils.createResourceRequest(ResourceRequest.ANY, 2 * GB, 1, true, priority, recordFactory);
//This will allocate for app1
cs.allocate(appAttemptId1, Collections.<ResourceRequest>singletonList(r1), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS).getContainers().size();
CapacityScheduler.schedule(cs);
ResourceRequest r2 = null;
for (int i = 0; i < 13; i++) {
r2 = TestUtils.createResourceRequest(ResourceRequest.ANY, 1 * GB, 1, true, priority, recordFactory);
cs.allocate(appAttemptId2, Collections.<ResourceRequest>singletonList(r2), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS);
CapacityScheduler.schedule(cs);
}
assertEquals("A Used Resource should be 2 GB", 2 * GB, cs.getQueue("a").getUsedResources().getMemorySize());
assertEquals("B Used Resource should be 13 GB", 13 * GB, cs.getQueue("b").getUsedResources().getMemorySize());
r1 = TestUtils.createResourceRequest(ResourceRequest.ANY, 2 * GB, 1, true, priority, recordFactory);
r2 = TestUtils.createResourceRequest(ResourceRequest.ANY, 1 * GB, 1, true, priority, recordFactory);
cs.allocate(appAttemptId1, Collections.<ResourceRequest>singletonList(r1), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS).getContainers().size();
CapacityScheduler.schedule(cs);
cs.allocate(appAttemptId2, Collections.<ResourceRequest>singletonList(r2), Collections.<ContainerId>emptyList(), null, null, NULL_UPDATE_REQUESTS);
CapacityScheduler.schedule(cs);
//Check blocked Resource
assertEquals("A Used Resource should be 2 GB", 2 * GB, cs.getQueue("a").getUsedResources().getMemorySize());
assertEquals("B Used Resource should be 13 GB", 13 * GB, cs.getQueue("b").getUsedResources().getMemorySize());
ContainerId containerId1 = ContainerId.newContainerId(appAttemptId2, 10);
ContainerId containerId2 = ContainerId.newContainerId(appAttemptId2, 11);
cs.handle(new ContainerExpiredSchedulerEvent(containerId1));
rm.drainEvents();
CapacityScheduler.schedule(cs);
cs.handle(new ContainerExpiredSchedulerEvent(containerId2));
CapacityScheduler.schedule(cs);
rm.drainEvents();
assertEquals("A Used Resource should be 4 GB", 4 * GB, cs.getQueue("a").getUsedResources().getMemorySize());
assertEquals("B Used Resource should be 12 GB", 12 * GB, cs.getQueue("b").getUsedResources().getMemorySize());
assertEquals("Used Resource on Root should be 16 GB", 16 * GB, cs.getRootQueue().getUsedResources().getMemorySize());
rm.stop();
}
use of org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.ContainerExpiredSchedulerEvent in project hadoop by apache.
the class FairScheduler method handle.
@Override
public void handle(SchedulerEvent event) {
switch(event.getType()) {
case NODE_ADDED:
if (!(event instanceof NodeAddedSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
NodeAddedSchedulerEvent nodeAddedEvent = (NodeAddedSchedulerEvent) event;
addNode(nodeAddedEvent.getContainerReports(), nodeAddedEvent.getAddedRMNode());
break;
case NODE_REMOVED:
if (!(event instanceof NodeRemovedSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
NodeRemovedSchedulerEvent nodeRemovedEvent = (NodeRemovedSchedulerEvent) event;
removeNode(nodeRemovedEvent.getRemovedRMNode());
break;
case NODE_UPDATE:
if (!(event instanceof NodeUpdateSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
NodeUpdateSchedulerEvent nodeUpdatedEvent = (NodeUpdateSchedulerEvent) event;
nodeUpdate(nodeUpdatedEvent.getRMNode());
break;
case APP_ADDED:
if (!(event instanceof AppAddedSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
AppAddedSchedulerEvent appAddedEvent = (AppAddedSchedulerEvent) event;
String queueName = resolveReservationQueueName(appAddedEvent.getQueue(), appAddedEvent.getApplicationId(), appAddedEvent.getReservationID(), appAddedEvent.getIsAppRecovering());
if (queueName != null) {
addApplication(appAddedEvent.getApplicationId(), queueName, appAddedEvent.getUser(), appAddedEvent.getIsAppRecovering());
}
break;
case APP_REMOVED:
if (!(event instanceof AppRemovedSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
AppRemovedSchedulerEvent appRemovedEvent = (AppRemovedSchedulerEvent) event;
removeApplication(appRemovedEvent.getApplicationID(), appRemovedEvent.getFinalState());
break;
case NODE_RESOURCE_UPDATE:
if (!(event instanceof NodeResourceUpdateSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
NodeResourceUpdateSchedulerEvent nodeResourceUpdatedEvent = (NodeResourceUpdateSchedulerEvent) event;
updateNodeResource(nodeResourceUpdatedEvent.getRMNode(), nodeResourceUpdatedEvent.getResourceOption());
break;
case APP_ATTEMPT_ADDED:
if (!(event instanceof AppAttemptAddedSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
AppAttemptAddedSchedulerEvent appAttemptAddedEvent = (AppAttemptAddedSchedulerEvent) event;
addApplicationAttempt(appAttemptAddedEvent.getApplicationAttemptId(), appAttemptAddedEvent.getTransferStateFromPreviousAttempt(), appAttemptAddedEvent.getIsAttemptRecovering());
break;
case APP_ATTEMPT_REMOVED:
if (!(event instanceof AppAttemptRemovedSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
AppAttemptRemovedSchedulerEvent appAttemptRemovedEvent = (AppAttemptRemovedSchedulerEvent) event;
removeApplicationAttempt(appAttemptRemovedEvent.getApplicationAttemptID(), appAttemptRemovedEvent.getFinalAttemptState(), appAttemptRemovedEvent.getKeepContainersAcrossAppAttempts());
break;
case CONTAINER_EXPIRED:
if (!(event instanceof ContainerExpiredSchedulerEvent)) {
throw new RuntimeException("Unexpected event type: " + event);
}
ContainerExpiredSchedulerEvent containerExpiredEvent = (ContainerExpiredSchedulerEvent) event;
ContainerId containerId = containerExpiredEvent.getContainerId();
super.completedContainer(getRMContainer(containerId), SchedulerUtils.createAbnormalContainerStatus(containerId, SchedulerUtils.EXPIRED_CONTAINER), RMContainerEventType.EXPIRE);
break;
default:
LOG.error("Unknown event arrived at FairScheduler: " + event.toString());
}
}
use of org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.ContainerExpiredSchedulerEvent in project hadoop by apache.
the class TestFairScheduler method testQueueMaxAMShare.
@Test
public void testQueueMaxAMShare() throws Exception {
conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
out.println("<?xml version=\"1.0\"?>");
out.println("<allocations>");
out.println("<queue name=\"queue1\">");
out.println("<maxAMShare>0.2</maxAMShare>");
out.println("</queue>");
out.println("</allocations>");
out.close();
scheduler.init(conf);
scheduler.start();
scheduler.reinitialize(conf, resourceManager.getRMContext());
RMNode node = MockNodes.newNodeInfo(1, Resources.createResource(20480, 20), 0, "127.0.0.1");
NodeAddedSchedulerEvent nodeEvent = new NodeAddedSchedulerEvent(node);
NodeUpdateSchedulerEvent updateEvent = new NodeUpdateSchedulerEvent(node);
scheduler.handle(nodeEvent);
scheduler.update();
FSLeafQueue queue1 = scheduler.getQueueManager().getLeafQueue("queue1", true);
assertEquals("Queue queue1's fair share should be 0", 0, queue1.getFairShare().getMemorySize());
createSchedulingRequest(1 * 1024, "root.default", "user1");
scheduler.update();
scheduler.handle(updateEvent);
Resource amResource1 = Resource.newInstance(1024, 1);
Resource amResource2 = Resource.newInstance(2048, 2);
Resource amResource3 = Resource.newInstance(1860, 2);
int amPriority = RMAppAttemptImpl.AM_CONTAINER_PRIORITY.getPriority();
// Exceeds no limits
ApplicationAttemptId attId1 = createAppAttemptId(1, 1);
createApplicationWithAMResource(attId1, "queue1", "user1", amResource1);
createSchedulingRequestExistingApplication(1024, 1, amPriority, attId1);
FSAppAttempt app1 = scheduler.getSchedulerApp(attId1);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application1's AM requests 1024 MB memory", 1024, app1.getAMResource().getMemorySize());
assertEquals("Application1's AM should be running", 1, app1.getLiveContainers().size());
assertEquals("Queue1's AM resource usage should be 1024 MB memory", 1024, queue1.getAmResourceUsage().getMemorySize());
// Exceeds no limits
ApplicationAttemptId attId2 = createAppAttemptId(2, 1);
createApplicationWithAMResource(attId2, "queue1", "user1", amResource1);
createSchedulingRequestExistingApplication(1024, 1, amPriority, attId2);
FSAppAttempt app2 = scheduler.getSchedulerApp(attId2);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application2's AM requests 1024 MB memory", 1024, app2.getAMResource().getMemorySize());
assertEquals("Application2's AM should be running", 1, app2.getLiveContainers().size());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Exceeds queue limit
ApplicationAttemptId attId3 = createAppAttemptId(3, 1);
createApplicationWithAMResource(attId3, "queue1", "user1", amResource1);
createSchedulingRequestExistingApplication(1024, 1, amPriority, attId3);
FSAppAttempt app3 = scheduler.getSchedulerApp(attId3);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application3's AM resource shouldn't be updated", 0, app3.getAMResource().getMemorySize());
assertEquals("Application3's AM should not be running", 0, app3.getLiveContainers().size());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Still can run non-AM container
createSchedulingRequestExistingApplication(1024, 1, attId1);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application1 should have two running containers", 2, app1.getLiveContainers().size());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Remove app1, app3's AM should become running
AppAttemptRemovedSchedulerEvent appRemovedEvent1 = new AppAttemptRemovedSchedulerEvent(attId1, RMAppAttemptState.FINISHED, false);
scheduler.update();
scheduler.handle(appRemovedEvent1);
scheduler.handle(updateEvent);
assertEquals("Application1's AM should be finished", 0, app1.getLiveContainers().size());
assertEquals("Finished application usage should be none", Resources.none(), app1.getResourceUsage());
assertEquals("Application3's AM should be running", 1, app3.getLiveContainers().size());
assertEquals("Application3's AM requests 1024 MB memory", 1024, app3.getAMResource().getMemorySize());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Exceeds queue limit
ApplicationAttemptId attId4 = createAppAttemptId(4, 1);
createApplicationWithAMResource(attId4, "queue1", "user1", amResource2);
createSchedulingRequestExistingApplication(2048, 2, amPriority, attId4);
FSAppAttempt app4 = scheduler.getSchedulerApp(attId4);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application4's AM resource shouldn't be updated", 0, app4.getAMResource().getMemorySize());
assertEquals("Application4's AM should not be running", 0, app4.getLiveContainers().size());
assertEquals("Finished application usage should be none", Resources.none(), app4.getResourceUsage());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Exceeds queue limit
ApplicationAttemptId attId5 = createAppAttemptId(5, 1);
createApplicationWithAMResource(attId5, "queue1", "user1", amResource2);
createSchedulingRequestExistingApplication(2048, 2, amPriority, attId5);
FSAppAttempt app5 = scheduler.getSchedulerApp(attId5);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application5's AM resource shouldn't be updated", 0, app5.getAMResource().getMemorySize());
assertEquals("Application5's AM should not be running", 0, app5.getLiveContainers().size());
assertEquals("Finished application usage should be none", Resources.none(), app5.getResourceUsage());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Remove un-running app doesn't affect others
AppAttemptRemovedSchedulerEvent appRemovedEvent4 = new AppAttemptRemovedSchedulerEvent(attId4, RMAppAttemptState.KILLED, false);
scheduler.handle(appRemovedEvent4);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application5's AM should not be running", 0, app5.getLiveContainers().size());
assertEquals("Finished application usage should be none", Resources.none(), app5.getResourceUsage());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Remove app2 and app3, app5's AM should become running
AppAttemptRemovedSchedulerEvent appRemovedEvent2 = new AppAttemptRemovedSchedulerEvent(attId2, RMAppAttemptState.FINISHED, false);
AppAttemptRemovedSchedulerEvent appRemovedEvent3 = new AppAttemptRemovedSchedulerEvent(attId3, RMAppAttemptState.FINISHED, false);
scheduler.handle(appRemovedEvent2);
scheduler.handle(appRemovedEvent3);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application2's AM should be finished", 0, app2.getLiveContainers().size());
assertEquals("Finished application usage should be none", Resources.none(), app2.getResourceUsage());
assertEquals("Application3's AM should be finished", 0, app3.getLiveContainers().size());
assertEquals("Finished application usage should be none", Resources.none(), app3.getResourceUsage());
assertEquals("Application5's AM should be running", 1, app5.getLiveContainers().size());
assertEquals("Application5's AM requests 2048 MB memory", 2048, app5.getAMResource().getMemorySize());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// request non-AM container for app5
createSchedulingRequestExistingApplication(1024, 1, attId5);
assertEquals("Application5's AM should have 1 container", 1, app5.getLiveContainers().size());
// complete AM container before non-AM container is allocated.
// spark application hit this situation.
RMContainer amContainer5 = (RMContainer) app5.getLiveContainers().toArray()[0];
ContainerExpiredSchedulerEvent containerExpired = new ContainerExpiredSchedulerEvent(amContainer5.getContainerId());
scheduler.handle(containerExpired);
assertEquals("Application5's AM should have 0 container", 0, app5.getLiveContainers().size());
assertEquals("Finished application usage should be none", Resources.none(), app5.getResourceUsage());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
scheduler.update();
scheduler.handle(updateEvent);
// non-AM container should be allocated
// check non-AM container allocation is not rejected
// due to queue MaxAMShare limitation.
assertEquals("Application5 should have 1 container", 1, app5.getLiveContainers().size());
// check non-AM container allocation won't affect queue AmResourceUsage
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Check amResource normalization
ApplicationAttemptId attId6 = createAppAttemptId(6, 1);
createApplicationWithAMResource(attId6, "queue1", "user1", amResource3);
createSchedulingRequestExistingApplication(1860, 2, amPriority, attId6);
FSAppAttempt app6 = scheduler.getSchedulerApp(attId6);
scheduler.update();
scheduler.handle(updateEvent);
assertEquals("Application6's AM should not be running", 0, app6.getLiveContainers().size());
assertEquals("Finished application usage should be none", Resources.none(), app6.getResourceUsage());
assertEquals("Application6's AM resource shouldn't be updated", 0, app6.getAMResource().getMemorySize());
assertEquals("Queue1's AM resource usage should be 2048 MB memory", 2048, queue1.getAmResourceUsage().getMemorySize());
// Remove all apps
AppAttemptRemovedSchedulerEvent appRemovedEvent5 = new AppAttemptRemovedSchedulerEvent(attId5, RMAppAttemptState.FINISHED, false);
AppAttemptRemovedSchedulerEvent appRemovedEvent6 = new AppAttemptRemovedSchedulerEvent(attId6, RMAppAttemptState.FINISHED, false);
scheduler.handle(appRemovedEvent5);
scheduler.handle(appRemovedEvent6);
scheduler.update();
assertEquals("Queue1's AM resource usage should be 0", 0, queue1.getAmResourceUsage().getMemorySize());
}
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