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* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
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package org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;
import static org.junit.Assert.fail;
import static org.mockito.Mockito.mock;
import static org.mockito.Mockito.when;
import java.io.IOException;
import java.util.Collections;
import java.util.Comparator;
import java.util.List;
import junit.framework.Assert;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.net.NetworkTopology;
import org.apache.hadoop.yarn.LocalConfigurationProvider;
import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
import org.apache.hadoop.yarn.api.records.ApplicationId;
import org.apache.hadoop.yarn.api.records.ContainerId;
import org.apache.hadoop.yarn.api.records.Priority;
import org.apache.hadoop.yarn.api.records.QueueInfo;
import org.apache.hadoop.yarn.api.records.QueueUserACLInfo;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.api.records.ResourceRequest;
import org.apache.hadoop.yarn.conf.YarnConfiguration;
import org.apache.hadoop.yarn.event.AsyncDispatcher;
import org.apache.hadoop.yarn.exceptions.YarnException;
import org.apache.hadoop.yarn.exceptions.YarnRuntimeException;
import org.apache.hadoop.yarn.server.resourcemanager.Application;
import org.apache.hadoop.yarn.server.resourcemanager.MockNodes;
import org.apache.hadoop.yarn.server.resourcemanager.MockRM;
import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
import org.apache.hadoop.yarn.server.resourcemanager.RMContextImpl;
import org.apache.hadoop.yarn.server.resourcemanager.ResourceManager;
import org.apache.hadoop.yarn.server.resourcemanager.Task;
import org.apache.hadoop.yarn.server.resourcemanager.rmnode.RMNode;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.ResourceScheduler;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.SchedulerApplication;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.TestSchedulerUtils;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.common.fica.FiCaSchedulerApp;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.AppAddedSchedulerEvent;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.AppAttemptAddedSchedulerEvent;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeAddedSchedulerEvent;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeRemovedSchedulerEvent;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeUpdateSchedulerEvent;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.SchedulerEvent;
import org.apache.hadoop.yarn.server.resourcemanager.security.ClientToAMTokenSecretManagerInRM;
import org.apache.hadoop.yarn.server.resourcemanager.security.NMTokenSecretManagerInRM;
import org.apache.hadoop.yarn.server.resourcemanager.security.RMContainerTokenSecretManager;
import org.apache.hadoop.yarn.server.utils.BuilderUtils;
import org.apache.hadoop.yarn.util.resource.Resources;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
import org.mockito.Mockito;
public class TestCapacityScheduler {
private static final Log LOG = LogFactory.getLog(TestCapacityScheduler.class);
private final int GB = 1024;
private static final String A = CapacitySchedulerConfiguration.ROOT + ".a";
private static final String B = CapacitySchedulerConfiguration.ROOT + ".b";
private static final String A1 = A + ".a1";
private static final String A2 = A + ".a2";
private static final String B1 = B + ".b1";
private static final String B2 = B + ".b2";
private static final String B3 = B + ".b3";
private static float A_CAPACITY = 10.5f;
private static float B_CAPACITY = 89.5f;
private static float A1_CAPACITY = 30;
private static float A2_CAPACITY = 70;
private static float B1_CAPACITY = 79.2f;
private static float B2_CAPACITY = 0.8f;
private static float B3_CAPACITY = 20;
private ResourceManager resourceManager = null;
private RMContext mockContext;
@Before
public void setUp() throws Exception {
resourceManager = new ResourceManager();
CapacitySchedulerConfiguration csConf
= new CapacitySchedulerConfiguration();
setupQueueConfiguration(csConf);
YarnConfiguration conf = new YarnConfiguration(csConf);
conf.setClass(YarnConfiguration.RM_SCHEDULER,
CapacityScheduler.class, ResourceScheduler.class);
resourceManager.init(conf);
resourceManager.getRMContext().getContainerTokenSecretManager().rollMasterKey();
resourceManager.getRMContext().getNMTokenSecretManager().rollMasterKey();
((AsyncDispatcher)resourceManager.getRMContext().getDispatcher()).start();
mockContext = mock(RMContext.class);
when(mockContext.getConfigurationProvider()).thenReturn(
new LocalConfigurationProvider());
}
@After
public void tearDown() throws Exception {
resourceManager.stop();
}
@Test (timeout = 30000)
public void testConfValidation() throws Exception {
ResourceScheduler scheduler = new CapacityScheduler();
Configuration conf = new YarnConfiguration();
conf.setInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, 2048);
conf.setInt(YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_MB, 1024);
try {
scheduler.reinitialize(conf, mockContext);
fail("Exception is expected because the min memory allocation is" +
" larger than the max memory allocation.");
} catch (YarnRuntimeException e) {
// Exception is expected.
assertTrue("The thrown exception is not the expected one.",
e.getMessage().startsWith(
"Invalid resource scheduler memory"));
}
conf = new YarnConfiguration();
conf.setInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_VCORES, 2);
conf.setInt(YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_VCORES, 1);
try {
scheduler.reinitialize(conf, mockContext);
fail("Exception is expected because the min vcores allocation is" +
" larger than the max vcores allocation.");
} catch (YarnRuntimeException e) {
// Exception is expected.
assertTrue("The thrown exception is not the expected one.",
e.getMessage().startsWith(
"Invalid resource scheduler vcores"));
}
}
private org.apache.hadoop.yarn.server.resourcemanager.NodeManager
registerNode(String hostName, int containerManagerPort, int httpPort,
String rackName, Resource capability)
throws IOException, YarnException {
org.apache.hadoop.yarn.server.resourcemanager.NodeManager nm =
new org.apache.hadoop.yarn.server.resourcemanager.NodeManager(
hostName, containerManagerPort, httpPort, rackName, capability,
resourceManager);
NodeAddedSchedulerEvent nodeAddEvent1 =
new NodeAddedSchedulerEvent(resourceManager.getRMContext()
.getRMNodes().get(nm.getNodeId()));
resourceManager.getResourceScheduler().handle(nodeAddEvent1);
return nm;
}
@Test
public void testCapacityScheduler() throws Exception {
LOG.info("--- START: testCapacityScheduler ---");
// Register node1
String host_0 = "host_0";
org.apache.hadoop.yarn.server.resourcemanager.NodeManager nm_0 =
registerNode(host_0, 1234, 2345, NetworkTopology.DEFAULT_RACK,
Resources.createResource(4 * GB, 1));
// Register node2
String host_1 = "host_1";
org.apache.hadoop.yarn.server.resourcemanager.NodeManager nm_1 =
registerNode(host_1, 1234, 2345, NetworkTopology.DEFAULT_RACK,
Resources.createResource(2 * GB, 1));
// ResourceRequest priorities
Priority priority_0 =
org.apache.hadoop.yarn.server.resourcemanager.resource.Priority.create(0);
Priority priority_1 =
org.apache.hadoop.yarn.server.resourcemanager.resource.Priority.create(1);
// Submit an application
Application application_0 = new Application("user_0", "a1", resourceManager);
application_0.submit();
application_0.addNodeManager(host_0, 1234, nm_0);
application_0.addNodeManager(host_1, 1234, nm_1);
Resource capability_0_0 = Resources.createResource(1 * GB, 1);
application_0.addResourceRequestSpec(priority_1, capability_0_0);
Resource capability_0_1 = Resources.createResource(2 * GB, 1);
application_0.addResourceRequestSpec(priority_0, capability_0_1);
Task task_0_0 = new Task(application_0, priority_1,
new String[] {host_0, host_1});
application_0.addTask(task_0_0);
// Submit another application
Application application_1 = new Application("user_1", "b2", resourceManager);
application_1.submit();
application_1.addNodeManager(host_0, 1234, nm_0);
application_1.addNodeManager(host_1, 1234, nm_1);
Resource capability_1_0 = Resources.createResource(3 * GB, 1);
application_1.addResourceRequestSpec(priority_1, capability_1_0);
Resource capability_1_1 = Resources.createResource(2 * GB, 1);
application_1.addResourceRequestSpec(priority_0, capability_1_1);
Task task_1_0 = new Task(application_1, priority_1,
new String[] {host_0, host_1});
application_1.addTask(task_1_0);
// Send resource requests to the scheduler
application_0.schedule();
application_1.schedule();
// Send a heartbeat to kick the tires on the Scheduler
LOG.info("Kick!");
// task_0_0 and task_1_0 allocated, used=4G
nodeUpdate(nm_0);
// nothing allocated
nodeUpdate(nm_1);
// Get allocations from the scheduler
application_0.schedule(); // task_0_0
checkApplicationResourceUsage(1 * GB, application_0);
application_1.schedule(); // task_1_0
checkApplicationResourceUsage(3 * GB, application_1);
checkNodeResourceUsage(4*GB, nm_0); // task_0_0 (1G) and task_1_0 (3G)
checkNodeResourceUsage(0*GB, nm_1); // no tasks, 2G available
LOG.info("Adding new tasks...");
Task task_1_1 = new Task(application_1, priority_0,
new String[] {ResourceRequest.ANY});
application_1.addTask(task_1_1);
application_1.schedule();
Task task_0_1 = new Task(application_0, priority_0,
new String[] {host_0, host_1});
application_0.addTask(task_0_1);
application_0.schedule();
// Send a heartbeat to kick the tires on the Scheduler
LOG.info("Sending hb from " + nm_0.getHostName());
// nothing new, used=4G
nodeUpdate(nm_0);
LOG.info("Sending hb from " + nm_1.getHostName());
// task_0_1 is prefer as locality, used=2G
nodeUpdate(nm_1);
// Get allocations from the scheduler
LOG.info("Trying to allocate...");
application_0.schedule();
checkApplicationResourceUsage(1 * GB, application_0);
application_1.schedule();
checkApplicationResourceUsage(5 * GB, application_1);
nodeUpdate(nm_0);
nodeUpdate(nm_1);
checkNodeResourceUsage(4*GB, nm_0);
checkNodeResourceUsage(2*GB, nm_1);
LOG.info("--- END: testCapacityScheduler ---");
}
private void nodeUpdate(
org.apache.hadoop.yarn.server.resourcemanager.NodeManager nm) {
RMNode node = resourceManager.getRMContext().getRMNodes().get(nm.getNodeId());
// Send a heartbeat to kick the tires on the Scheduler
NodeUpdateSchedulerEvent nodeUpdate = new NodeUpdateSchedulerEvent(node);
resourceManager.getResourceScheduler().handle(nodeUpdate);
}
private void setupQueueConfiguration(CapacitySchedulerConfiguration conf) {
// Define top-level queues
conf.setQueues(CapacitySchedulerConfiguration.ROOT, new String[] {"a", "b"});
conf.setCapacity(A, A_CAPACITY);
conf.setCapacity(B, B_CAPACITY);
// Define 2nd-level queues
conf.setQueues(A, new String[] {"a1", "a2"});
conf.setCapacity(A1, A1_CAPACITY);
conf.setUserLimitFactor(A1, 100.0f);
conf.setCapacity(A2, A2_CAPACITY);
conf.setUserLimitFactor(A2, 100.0f);
conf.setQueues(B, new String[] {"b1", "b2", "b3"});
conf.setCapacity(B1, B1_CAPACITY);
conf.setUserLimitFactor(B1, 100.0f);
conf.setCapacity(B2, B2_CAPACITY);
conf.setUserLimitFactor(B2, 100.0f);
conf.setCapacity(B3, B3_CAPACITY);
conf.setUserLimitFactor(B3, 100.0f);
LOG.info("Setup top-level queues a and b");
}
@Test
public void testMaximumCapacitySetup() {
float delta = 0.0000001f;
CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
assertEquals(CapacitySchedulerConfiguration.MAXIMUM_CAPACITY_VALUE,conf.getMaximumCapacity(A),delta);
conf.setMaximumCapacity(A, 50.0f);
assertEquals(50.0f, conf.getMaximumCapacity(A),delta);
conf.setMaximumCapacity(A, -1);
assertEquals(CapacitySchedulerConfiguration.MAXIMUM_CAPACITY_VALUE,conf.getMaximumCapacity(A),delta);
}
@Test
public void testRefreshQueues() throws Exception {
CapacityScheduler cs = new CapacityScheduler();
CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
setupQueueConfiguration(conf);
cs.setConf(new YarnConfiguration());
cs.reinitialize(conf, new RMContextImpl(null, null, null, null, null,
null, new RMContainerTokenSecretManager(conf),
new NMTokenSecretManagerInRM(conf),
new ClientToAMTokenSecretManagerInRM(), null));
checkQueueCapacities(cs, A_CAPACITY, B_CAPACITY);
conf.setCapacity(A, 80f);
conf.setCapacity(B, 20f);
cs.reinitialize(conf, mockContext);
checkQueueCapacities(cs, 80f, 20f);
}
private void checkQueueCapacities(CapacityScheduler cs,
float capacityA, float capacityB) {
CSQueue rootQueue = cs.getRootQueue();
CSQueue queueA = findQueue(rootQueue, A);
CSQueue queueB = findQueue(rootQueue, B);
CSQueue queueA1 = findQueue(queueA, A1);
CSQueue queueA2 = findQueue(queueA, A2);
CSQueue queueB1 = findQueue(queueB, B1);
CSQueue queueB2 = findQueue(queueB, B2);
CSQueue queueB3 = findQueue(queueB, B3);
float capA = capacityA / 100.0f;
float capB = capacityB / 100.0f;
checkQueueCapacity(queueA, capA, capA, 1.0f, 1.0f);
checkQueueCapacity(queueB, capB, capB, 1.0f, 1.0f);
checkQueueCapacity(queueA1, A1_CAPACITY / 100.0f,
(A1_CAPACITY/100.0f) * capA, 1.0f, 1.0f);
checkQueueCapacity(queueA2, A2_CAPACITY / 100.0f,
(A2_CAPACITY/100.0f) * capA, 1.0f, 1.0f);
checkQueueCapacity(queueB1, B1_CAPACITY / 100.0f,
(B1_CAPACITY/100.0f) * capB, 1.0f, 1.0f);
checkQueueCapacity(queueB2, B2_CAPACITY / 100.0f,
(B2_CAPACITY/100.0f) * capB, 1.0f, 1.0f);
checkQueueCapacity(queueB3, B3_CAPACITY / 100.0f,
(B3_CAPACITY/100.0f) * capB, 1.0f, 1.0f);
}
private void checkQueueCapacity(CSQueue q, float expectedCapacity,
float expectedAbsCapacity, float expectedMaxCapacity,
float expectedAbsMaxCapacity) {
final float epsilon = 1e-5f;
assertEquals("capacity", expectedCapacity, q.getCapacity(), epsilon);
assertEquals("absolute capacity", expectedAbsCapacity,
q.getAbsoluteCapacity(), epsilon);
assertEquals("maximum capacity", expectedMaxCapacity,
q.getMaximumCapacity(), epsilon);
assertEquals("absolute maximum capacity", expectedAbsMaxCapacity,
q.getAbsoluteMaximumCapacity(), epsilon);
}
private CSQueue findQueue(CSQueue root, String queuePath) {
if (root.getQueuePath().equals(queuePath)) {
return root;
}
List<CSQueue> childQueues = root.getChildQueues();
if (childQueues != null) {
for (CSQueue q : childQueues) {
if (queuePath.startsWith(q.getQueuePath())) {
CSQueue result = findQueue(q, queuePath);
if (result != null) {
return result;
}
}
}
}
return null;
}
private void checkApplicationResourceUsage(int expected,
Application application) {
Assert.assertEquals(expected, application.getUsedResources().getMemory());
}
private void checkNodeResourceUsage(int expected,
org.apache.hadoop.yarn.server.resourcemanager.NodeManager node) {
Assert.assertEquals(expected, node.getUsed().getMemory());
node.checkResourceUsage();
}
/** Test that parseQueue throws an exception when two leaf queues have the
* same name
* @throws IOException
*/
@Test(expected=IOException.class)
public void testParseQueue() throws IOException {
CapacityScheduler cs = new CapacityScheduler();
cs.setConf(new YarnConfiguration());
CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
setupQueueConfiguration(conf);
conf.setQueues(CapacitySchedulerConfiguration.ROOT + ".a.a1", new String[] {"b1"} );
conf.setCapacity(CapacitySchedulerConfiguration.ROOT + ".a.a1.b1", 100.0f);
conf.setUserLimitFactor(CapacitySchedulerConfiguration.ROOT + ".a.a1.b1", 100.0f);
cs.reinitialize(conf, new RMContextImpl(null, null, null, null, null,
null, new RMContainerTokenSecretManager(conf),
new NMTokenSecretManagerInRM(conf),
new ClientToAMTokenSecretManagerInRM(), null));
}
@Test
public void testReconnectedNode() throws Exception {
CapacitySchedulerConfiguration csConf =
new CapacitySchedulerConfiguration();
setupQueueConfiguration(csConf);
CapacityScheduler cs = new CapacityScheduler();
cs.setConf(new YarnConfiguration());
cs.reinitialize(csConf, new RMContextImpl(null, null, null, null,
null, null, new RMContainerTokenSecretManager(csConf),
new NMTokenSecretManagerInRM(csConf),
new ClientToAMTokenSecretManagerInRM(), null));
RMNode n1 = MockNodes.newNodeInfo(0, MockNodes.newResource(4 * GB), 1);
RMNode n2 = MockNodes.newNodeInfo(0, MockNodes.newResource(2 * GB), 2);
cs.handle(new NodeAddedSchedulerEvent(n1));
cs.handle(new NodeAddedSchedulerEvent(n2));
Assert.assertEquals(6 * GB, cs.getClusterResources().getMemory());
// reconnect n1 with downgraded memory
n1 = MockNodes.newNodeInfo(0, MockNodes.newResource(2 * GB), 1);
cs.handle(new NodeRemovedSchedulerEvent(n1));
cs.handle(new NodeAddedSchedulerEvent(n1));
Assert.assertEquals(4 * GB, cs.getClusterResources().getMemory());
}
@Test
public void testRefreshQueuesWithNewQueue() throws Exception {
CapacityScheduler cs = new CapacityScheduler();
CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
setupQueueConfiguration(conf);
cs.setConf(new YarnConfiguration());
cs.reinitialize(conf, new RMContextImpl(null, null, null, null, null,
null, new RMContainerTokenSecretManager(conf),
new NMTokenSecretManagerInRM(conf),
new ClientToAMTokenSecretManagerInRM(), null));
checkQueueCapacities(cs, A_CAPACITY, B_CAPACITY);
// Add a new queue b4
String B4 = B + ".b4";
float B4_CAPACITY = 10;
B3_CAPACITY -= B4_CAPACITY;
try {
conf.setCapacity(A, 80f);
conf.setCapacity(B, 20f);
conf.setQueues(B, new String[] {"b1", "b2", "b3", "b4"});
conf.setCapacity(B1, B1_CAPACITY);
conf.setCapacity(B2, B2_CAPACITY);
conf.setCapacity(B3, B3_CAPACITY);
conf.setCapacity(B4, B4_CAPACITY);
cs.reinitialize(conf,mockContext);
checkQueueCapacities(cs, 80f, 20f);
// Verify parent for B4
CSQueue rootQueue = cs.getRootQueue();
CSQueue queueB = findQueue(rootQueue, B);
CSQueue queueB4 = findQueue(queueB, B4);
assertEquals(queueB, queueB4.getParent());
} finally {
B3_CAPACITY += B4_CAPACITY;
}
}
@Test
public void testCapacitySchedulerInfo() throws Exception {
QueueInfo queueInfo = resourceManager.getResourceScheduler().getQueueInfo("a", true, true);
Assert.assertEquals(queueInfo.getQueueName(), "a");
Assert.assertEquals(queueInfo.getChildQueues().size(), 2);
List<QueueUserACLInfo> userACLInfo = resourceManager.getResourceScheduler().getQueueUserAclInfo();
Assert.assertNotNull(userACLInfo);
for (QueueUserACLInfo queueUserACLInfo : userACLInfo) {
Assert.assertEquals(getQueueCount(userACLInfo, queueUserACLInfo.getQueueName()), 1);
}
}
private int getQueueCount(List<QueueUserACLInfo> queueInformation, String queueName) {
int result = 0;
for (QueueUserACLInfo queueUserACLInfo : queueInformation) {
if (queueName.equals(queueUserACLInfo.getQueueName())) {
result++;
}
}
return result;
}
@SuppressWarnings("resource")
@Test
public void testBlackListNodes() throws Exception {
Configuration conf = new Configuration();
conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class,
ResourceScheduler.class);
MockRM rm = new MockRM(conf);
rm.start();
CapacityScheduler cs = (CapacityScheduler) rm.getResourceScheduler();
String host = "127.0.0.1";
RMNode node =
MockNodes.newNodeInfo(0, MockNodes.newResource(4 * GB), 1, host);
cs.handle(new NodeAddedSchedulerEvent(node));
ApplicationId appId = BuilderUtils.newApplicationId(100, 1);
ApplicationAttemptId appAttemptId = BuilderUtils.newApplicationAttemptId(
appId, 1);
SchedulerEvent addAppEvent =
new AppAddedSchedulerEvent(appId, "default", "user");
cs.handle(addAppEvent);
SchedulerEvent addAttemptEvent =
new AppAttemptAddedSchedulerEvent(appAttemptId, false);
cs.handle(addAttemptEvent);
// Verify the blacklist can be updated independent of requesting containers
cs.allocate(appAttemptId, Collections.<ResourceRequest>emptyList(),
Collections.<ContainerId>emptyList(),
Collections.singletonList(host), null);
Assert.assertTrue(cs.getApplicationAttempt(appAttemptId).isBlacklisted(host));
cs.allocate(appAttemptId, Collections.<ResourceRequest>emptyList(),
Collections.<ContainerId>emptyList(), null,
Collections.singletonList(host));
Assert.assertFalse(cs.getApplicationAttempt(appAttemptId).isBlacklisted(host));
rm.stop();
}
@Test (timeout = 5000)
public void testApplicationComparator()
{
CapacityScheduler cs = new CapacityScheduler();
Comparator<FiCaSchedulerApp> appComparator= cs.getApplicationComparator();
ApplicationId id1 = ApplicationId.newInstance(1, 1);
ApplicationId id2 = ApplicationId.newInstance(1, 2);
ApplicationId id3 = ApplicationId.newInstance(2, 1);
//same clusterId
FiCaSchedulerApp app1 = Mockito.mock(FiCaSchedulerApp.class);
when(app1.getApplicationId()).thenReturn(id1);
FiCaSchedulerApp app2 = Mockito.mock(FiCaSchedulerApp.class);
when(app2.getApplicationId()).thenReturn(id2);
FiCaSchedulerApp app3 = Mockito.mock(FiCaSchedulerApp.class);
when(app3.getApplicationId()).thenReturn(id3);
assertTrue(appComparator.compare(app1, app2) < 0);
//different clusterId
assertTrue(appComparator.compare(app1, app3) < 0);
assertTrue(appComparator.compare(app2, app3) < 0);
}
@Test
public void testGetAppsInQueue() throws Exception {
Application application_0 = new Application("user_0", "a1", resourceManager);
application_0.submit();
Application application_1 = new Application("user_0", "a2", resourceManager);
application_1.submit();
Application application_2 = new Application("user_0", "b2", resourceManager);
application_2.submit();
ResourceScheduler scheduler = resourceManager.getResourceScheduler();
List<ApplicationAttemptId> appsInA1 = scheduler.getAppsInQueue("a1");
assertEquals(1, appsInA1.size());
List<ApplicationAttemptId> appsInA = scheduler.getAppsInQueue("a");
assertTrue(appsInA.contains(application_0.getApplicationAttemptId()));
assertTrue(appsInA.contains(application_1.getApplicationAttemptId()));
assertEquals(2, appsInA.size());
List<ApplicationAttemptId> appsInRoot = scheduler.getAppsInQueue("root");
assertTrue(appsInRoot.contains(application_0.getApplicationAttemptId()));
assertTrue(appsInRoot.contains(application_1.getApplicationAttemptId()));
assertTrue(appsInRoot.contains(application_2.getApplicationAttemptId()));
assertEquals(3, appsInRoot.size());
Assert.assertNull(scheduler.getAppsInQueue("nonexistentqueue"));
}
@Test
public void testAddAndRemoveAppFromCapacityScheduler() throws Exception {
AsyncDispatcher rmDispatcher = new AsyncDispatcher();
CapacityScheduler cs = new CapacityScheduler();
CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
setupQueueConfiguration(conf);
cs.reinitialize(conf, new RMContextImpl(rmDispatcher, null, null, null,
null, null, new RMContainerTokenSecretManager(conf),
new NMTokenSecretManagerInRM(conf),
new ClientToAMTokenSecretManagerInRM(), null));
SchedulerApplication app =
TestSchedulerUtils.verifyAppAddedAndRemovedFromScheduler(
cs.getSchedulerApplications(), cs, "a1");
Assert.assertEquals("a1", app.getQueue().getQueueName());
}
@Test
public void testAsyncScheduling() throws Exception {
Configuration conf = new Configuration();
conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class,
ResourceScheduler.class);
MockRM rm = new MockRM(conf);
rm.start();
CapacityScheduler cs = (CapacityScheduler) rm.getResourceScheduler();
final int NODES = 100;
// Register nodes
for (int i=0; i < NODES; ++i) {
String host = "192.168.1." + i;
RMNode node =
MockNodes.newNodeInfo(0, MockNodes.newResource(4 * GB), 1, host);
cs.handle(new NodeAddedSchedulerEvent(node));
}
// Now directly exercise the scheduling loop
for (int i=0; i < NODES; ++i) {
CapacityScheduler.schedule(cs);
}
}
}