/**
* 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.
*/
package org.apache.hadoop.yarn.client.api.impl;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;
import static org.junit.Assert.fail;
import static org.mockito.Matchers.any;
import static org.mockito.Mockito.mock;
import static org.mockito.Mockito.when;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Set;
import java.util.TreeSet;
import junit.framework.Assert;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.service.Service.STATE;
import org.apache.hadoop.yarn.api.ApplicationMasterProtocol;
import org.apache.hadoop.yarn.api.protocolrecords.AllocateRequest;
import org.apache.hadoop.yarn.api.protocolrecords.AllocateResponse;
import org.apache.hadoop.yarn.api.protocolrecords.SubmitApplicationRequest;
import org.apache.hadoop.yarn.api.records.ApplicationAccessType;
import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
import org.apache.hadoop.yarn.api.records.ApplicationId;
import org.apache.hadoop.yarn.api.records.ApplicationReport;
import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext;
import org.apache.hadoop.yarn.api.records.Container;
import org.apache.hadoop.yarn.api.records.ContainerId;
import org.apache.hadoop.yarn.api.records.ContainerLaunchContext;
import org.apache.hadoop.yarn.api.records.ContainerState;
import org.apache.hadoop.yarn.api.records.ContainerStatus;
import org.apache.hadoop.yarn.api.records.FinalApplicationStatus;
import org.apache.hadoop.yarn.api.records.LocalResource;
import org.apache.hadoop.yarn.api.records.NMToken;
import org.apache.hadoop.yarn.api.records.NodeReport;
import org.apache.hadoop.yarn.api.records.NodeState;
import org.apache.hadoop.yarn.api.records.Priority;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.api.records.ResourceRequest;
import org.apache.hadoop.yarn.api.records.Token;
import org.apache.hadoop.yarn.api.records.YarnApplicationState;
import org.apache.hadoop.yarn.client.api.AMRMClient;
import org.apache.hadoop.yarn.client.api.AMRMClient.ContainerRequest;
import org.apache.hadoop.yarn.client.api.NMTokenCache;
import org.apache.hadoop.yarn.client.api.YarnClient;
import org.apache.hadoop.yarn.conf.YarnConfiguration;
import org.apache.hadoop.yarn.exceptions.YarnException;
import org.apache.hadoop.yarn.server.MiniYARNCluster;
import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttempt;
import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptState;
import org.apache.hadoop.yarn.server.utils.BuilderUtils;
import org.apache.hadoop.yarn.util.Records;
import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test;
import org.mockito.invocation.InvocationOnMock;
import org.mockito.stubbing.Answer;
import org.mortbay.log.Log;
public class TestAMRMClient {
static Configuration conf = null;
static MiniYARNCluster yarnCluster = null;
static YarnClient yarnClient = null;
static List<NodeReport> nodeReports = null;
static ApplicationAttemptId attemptId = null;
static int nodeCount = 3;
static Resource capability;
static Priority priority;
static Priority priority2;
static String node;
static String rack;
static String[] nodes;
static String[] racks;
private final static int DEFAULT_ITERATION = 3;
@BeforeClass
public static void setup() throws Exception {
// start minicluster
conf = new YarnConfiguration();
conf.setInt(YarnConfiguration.RM_NM_HEARTBEAT_INTERVAL_MS, 100);
conf.setLong(YarnConfiguration.NM_LOG_RETAIN_SECONDS, 1);
yarnCluster = new MiniYARNCluster(TestAMRMClient.class.getName(), nodeCount, 1, 1);
yarnCluster.init(conf);
yarnCluster.start();
// start rm client
yarnClient = YarnClient.createYarnClient();
yarnClient.init(conf);
yarnClient.start();
// get node info
nodeReports = yarnClient.getNodeReports(NodeState.RUNNING);
priority = Priority.newInstance(1);
priority2 = Priority.newInstance(2);
capability = Resource.newInstance(1024, 1);
node = nodeReports.get(0).getNodeId().getHost();
rack = nodeReports.get(0).getRackName();
nodes = new String[]{ node };
racks = new String[]{ rack };
}
@Before
public void startApp() throws Exception {
// submit new app
ApplicationSubmissionContext appContext =
yarnClient.createApplication().getApplicationSubmissionContext();
ApplicationId appId = appContext.getApplicationId();
// set the application name
appContext.setApplicationName("Test");
// Set the priority for the application master
Priority pri = Records.newRecord(Priority.class);
pri.setPriority(0);
appContext.setPriority(pri);
// Set the queue to which this application is to be submitted in the RM
appContext.setQueue("default");
// Set up the container launch context for the application master
ContainerLaunchContext amContainer =
BuilderUtils.newContainerLaunchContext(
Collections.<String, LocalResource> emptyMap(),
new HashMap<String, String>(), Arrays.asList("sleep", "100"),
new HashMap<String, ByteBuffer>(), null,
new HashMap<ApplicationAccessType, String>());
appContext.setAMContainerSpec(amContainer);
appContext.setResource(Resource.newInstance(1024, 1));
// Create the request to send to the applications manager
SubmitApplicationRequest appRequest = Records
.newRecord(SubmitApplicationRequest.class);
appRequest.setApplicationSubmissionContext(appContext);
// Submit the application to the applications manager
yarnClient.submitApplication(appContext);
// wait for app to start
RMAppAttempt appAttempt = null;
while (true) {
ApplicationReport appReport = yarnClient.getApplicationReport(appId);
if (appReport.getYarnApplicationState() == YarnApplicationState.ACCEPTED) {
attemptId = appReport.getCurrentApplicationAttemptId();
appAttempt =
yarnCluster.getResourceManager().getRMContext().getRMApps()
.get(attemptId.getApplicationId()).getCurrentAppAttempt();
while (true) {
if (appAttempt.getAppAttemptState() == RMAppAttemptState.LAUNCHED) {
break;
}
}
break;
}
}
// Just dig into the ResourceManager and get the AMRMToken just for the sake
// of testing.
UserGroupInformation.setLoginUser(UserGroupInformation
.createRemoteUser(UserGroupInformation.getCurrentUser().getUserName()));
UserGroupInformation.getCurrentUser().addToken(appAttempt.getAMRMToken());
}
@After
public void cancelApp() throws YarnException, IOException {
yarnClient.killApplication(attemptId.getApplicationId());
attemptId = null;
}
@AfterClass
public static void tearDown() {
if (yarnClient != null && yarnClient.getServiceState() == STATE.STARTED) {
yarnClient.stop();
}
if (yarnCluster != null && yarnCluster.getServiceState() == STATE.STARTED) {
yarnCluster.stop();
}
}
@Test (timeout=60000)
public void testAMRMClientMatchingFit() throws YarnException, IOException {
AMRMClient<ContainerRequest> amClient = null;
try {
// start am rm client
amClient = AMRMClient.<ContainerRequest>createAMRMClient();
amClient.init(conf);
amClient.start();
amClient.registerApplicationMaster("Host", 10000, "");
Resource capability1 = Resource.newInstance(1024, 2);
Resource capability2 = Resource.newInstance(1024, 1);
Resource capability3 = Resource.newInstance(1000, 2);
Resource capability4 = Resource.newInstance(2000, 1);
Resource capability5 = Resource.newInstance(1000, 3);
Resource capability6 = Resource.newInstance(2000, 1);
Resource capability7 = Resource.newInstance(2000, 1);
ContainerRequest storedContainer1 =
new ContainerRequest(capability1, nodes, racks, priority);
ContainerRequest storedContainer2 =
new ContainerRequest(capability2, nodes, racks, priority);
ContainerRequest storedContainer3 =
new ContainerRequest(capability3, nodes, racks, priority);
ContainerRequest storedContainer4 =
new ContainerRequest(capability4, nodes, racks, priority);
ContainerRequest storedContainer5 =
new ContainerRequest(capability5, nodes, racks, priority);
ContainerRequest storedContainer6 =
new ContainerRequest(capability6, nodes, racks, priority);
ContainerRequest storedContainer7 =
new ContainerRequest(capability7, nodes, racks, priority2, false);
amClient.addContainerRequest(storedContainer1);
amClient.addContainerRequest(storedContainer2);
amClient.addContainerRequest(storedContainer3);
amClient.addContainerRequest(storedContainer4);
amClient.addContainerRequest(storedContainer5);
amClient.addContainerRequest(storedContainer6);
amClient.addContainerRequest(storedContainer7);
// test matching of containers
List<? extends Collection<ContainerRequest>> matches;
ContainerRequest storedRequest;
// exact match
Resource testCapability1 = Resource.newInstance(1024, 2);
matches = amClient.getMatchingRequests(priority, node, testCapability1);
verifyMatches(matches, 1);
storedRequest = matches.get(0).iterator().next();
assertEquals(storedContainer1, storedRequest);
amClient.removeContainerRequest(storedContainer1);
// exact matching with order maintained
Resource testCapability2 = Resource.newInstance(2000, 1);
matches = amClient.getMatchingRequests(priority, node, testCapability2);
verifyMatches(matches, 2);
// must be returned in the order they were made
int i = 0;
for(ContainerRequest storedRequest1 : matches.get(0)) {
if(i++ == 0) {
assertEquals(storedContainer4, storedRequest1);
} else {
assertEquals(storedContainer6, storedRequest1);
}
}
amClient.removeContainerRequest(storedContainer6);
// matching with larger container. all requests returned
Resource testCapability3 = Resource.newInstance(4000, 4);
matches = amClient.getMatchingRequests(priority, node, testCapability3);
assert(matches.size() == 4);
Resource testCapability4 = Resource.newInstance(1024, 2);
matches = amClient.getMatchingRequests(priority, node, testCapability4);
assert(matches.size() == 2);
// verify non-fitting containers are not returned and fitting ones are
for(Collection<ContainerRequest> testSet : matches) {
assertEquals(1, testSet.size());
ContainerRequest testRequest = testSet.iterator().next();
assertTrue(testRequest != storedContainer4);
assertTrue(testRequest != storedContainer5);
assert(testRequest == storedContainer2 ||
testRequest == storedContainer3);
}
Resource testCapability5 = Resource.newInstance(512, 4);
matches = amClient.getMatchingRequests(priority, node, testCapability5);
assert(matches.size() == 0);
// verify requests without relaxed locality are only returned at specific
// locations
Resource testCapability7 = Resource.newInstance(2000, 1);
matches = amClient.getMatchingRequests(priority2, ResourceRequest.ANY,
testCapability7);
assert(matches.size() == 0);
matches = amClient.getMatchingRequests(priority2, node, testCapability7);
assert(matches.size() == 1);
amClient.unregisterApplicationMaster(FinalApplicationStatus.SUCCEEDED,
null, null);
} finally {
if (amClient != null && amClient.getServiceState() == STATE.STARTED) {
amClient.stop();
}
}
}
private void verifyMatches(
List<? extends Collection<ContainerRequest>> matches,
int matchSize) {
assertEquals(1, matches.size());
assertEquals(matches.get(0).size(), matchSize);
}
@Test (timeout=60000)
public void testAMRMClientMatchingFitInferredRack() throws YarnException, IOException {
AMRMClientImpl<ContainerRequest> amClient = null;
try {
// start am rm client
amClient = new AMRMClientImpl<ContainerRequest>();
amClient.init(conf);
amClient.start();
amClient.registerApplicationMaster("Host", 10000, "");
Resource capability = Resource.newInstance(1024, 2);
ContainerRequest storedContainer1 =
new ContainerRequest(capability, nodes, null, priority);
amClient.addContainerRequest(storedContainer1);
// verify matching with original node and inferred rack
List<? extends Collection<ContainerRequest>> matches;
ContainerRequest storedRequest;
// exact match node
matches = amClient.getMatchingRequests(priority, node, capability);
verifyMatches(matches, 1);
storedRequest = matches.get(0).iterator().next();
assertEquals(storedContainer1, storedRequest);
// inferred match rack
matches = amClient.getMatchingRequests(priority, rack, capability);
verifyMatches(matches, 1);
storedRequest = matches.get(0).iterator().next();
assertEquals(storedContainer1, storedRequest);
// inferred rack match no longer valid after request is removed
amClient.removeContainerRequest(storedContainer1);
matches = amClient.getMatchingRequests(priority, rack, capability);
assertTrue(matches.isEmpty());
amClient.unregisterApplicationMaster(FinalApplicationStatus.SUCCEEDED,
null, null);
} finally {
if (amClient != null && amClient.getServiceState() == STATE.STARTED) {
amClient.stop();
}
}
}
@Test //(timeout=60000)
public void testAMRMClientMatchStorage() throws YarnException, IOException {
AMRMClientImpl<ContainerRequest> amClient = null;
try {
// start am rm client
amClient =
(AMRMClientImpl<ContainerRequest>) AMRMClient
.<ContainerRequest> createAMRMClient();
amClient.init(conf);
amClient.start();
amClient.registerApplicationMaster("Host", 10000, "");
Priority priority1 = Records.newRecord(Priority.class);
priority1.setPriority(2);
ContainerRequest storedContainer1 =
new ContainerRequest(capability, nodes, racks, priority);
ContainerRequest storedContainer2 =
new ContainerRequest(capability, nodes, racks, priority);
ContainerRequest storedContainer3 =
new ContainerRequest(capability, null, null, priority1);
amClient.addContainerRequest(storedContainer1);
amClient.addContainerRequest(storedContainer2);
amClient.addContainerRequest(storedContainer3);
// test addition and storage
int containersRequestedAny = amClient.remoteRequestsTable.get(priority)
.get(ResourceRequest.ANY).get(capability).remoteRequest.getNumContainers();
assertEquals(2, containersRequestedAny);
containersRequestedAny = amClient.remoteRequestsTable.get(priority1)
.get(ResourceRequest.ANY).get(capability).remoteRequest.getNumContainers();
assertEquals(1, containersRequestedAny);
List<? extends Collection<ContainerRequest>> matches =
amClient.getMatchingRequests(priority, node, capability);
verifyMatches(matches, 2);
matches = amClient.getMatchingRequests(priority, rack, capability);
verifyMatches(matches, 2);
matches =
amClient.getMatchingRequests(priority, ResourceRequest.ANY, capability);
verifyMatches(matches, 2);
matches = amClient.getMatchingRequests(priority1, rack, capability);
assertTrue(matches.isEmpty());
matches =
amClient.getMatchingRequests(priority1, ResourceRequest.ANY, capability);
verifyMatches(matches, 1);
// test removal
amClient.removeContainerRequest(storedContainer3);
matches = amClient.getMatchingRequests(priority, node, capability);
verifyMatches(matches, 2);
amClient.removeContainerRequest(storedContainer2);
matches = amClient.getMatchingRequests(priority, node, capability);
verifyMatches(matches, 1);
matches = amClient.getMatchingRequests(priority, rack, capability);
verifyMatches(matches, 1);
// test matching of containers
ContainerRequest storedRequest = matches.get(0).iterator().next();
assertEquals(storedContainer1, storedRequest);
amClient.removeContainerRequest(storedContainer1);
matches =
amClient.getMatchingRequests(priority, ResourceRequest.ANY, capability);
assertTrue(matches.isEmpty());
matches =
amClient.getMatchingRequests(priority1, ResourceRequest.ANY, capability);
assertTrue(matches.isEmpty());
// 0 requests left. everything got cleaned up
assertTrue(amClient.remoteRequestsTable.isEmpty());
// go through an exemplary allocation, matching and release cycle
amClient.addContainerRequest(storedContainer1);
amClient.addContainerRequest(storedContainer3);
// RM should allocate container within 2 calls to allocate()
int allocatedContainerCount = 0;
int iterationsLeft = 3;
while (allocatedContainerCount < 2
&& iterationsLeft-- > 0) {
Log.info(" == alloc " + allocatedContainerCount + " it left " + iterationsLeft);
AllocateResponse allocResponse = amClient.allocate(0.1f);
assertEquals(0, amClient.ask.size());
assertEquals(0, amClient.release.size());
assertEquals(nodeCount, amClient.getClusterNodeCount());
allocatedContainerCount += allocResponse.getAllocatedContainers().size();
for(Container container : allocResponse.getAllocatedContainers()) {
ContainerRequest expectedRequest =
container.getPriority().equals(storedContainer1.getPriority()) ?
storedContainer1 : storedContainer3;
matches = amClient.getMatchingRequests(container.getPriority(),
ResourceRequest.ANY,
container.getResource());
// test correct matched container is returned
verifyMatches(matches, 1);
ContainerRequest matchedRequest = matches.get(0).iterator().next();
assertEquals(matchedRequest, expectedRequest);
amClient.removeContainerRequest(matchedRequest);
// assign this container, use it and release it
amClient.releaseAssignedContainer(container.getId());
}
if(allocatedContainerCount < containersRequestedAny) {
// sleep to let NM's heartbeat to RM and trigger allocations
sleep(100);
}
}
assertEquals(2, allocatedContainerCount);
AllocateResponse allocResponse = amClient.allocate(0.1f);
assertEquals(0, amClient.release.size());
assertEquals(0, amClient.ask.size());
assertEquals(0, allocResponse.getAllocatedContainers().size());
// 0 requests left. everything got cleaned up
assertTrue(amClient.remoteRequestsTable.isEmpty());
amClient.unregisterApplicationMaster(FinalApplicationStatus.SUCCEEDED,
null, null);
} finally {
if (amClient != null && amClient.getServiceState() == STATE.STARTED) {
amClient.stop();
}
}
}
@Test (timeout=60000)
public void testAllocationWithBlacklist() throws YarnException, IOException {
AMRMClientImpl<ContainerRequest> amClient = null;
try {
// start am rm client
amClient =
(AMRMClientImpl<ContainerRequest>) AMRMClient
.<ContainerRequest> createAMRMClient();
amClient.init(conf);
amClient.start();
amClient.registerApplicationMaster("Host", 10000, "");
assertEquals(0, amClient.ask.size());
assertEquals(0, amClient.release.size());
ContainerRequest storedContainer1 =
new ContainerRequest(capability, nodes, racks, priority);
amClient.addContainerRequest(storedContainer1);
assertEquals(3, amClient.ask.size());
assertEquals(0, amClient.release.size());
List<String> localNodeBlacklist = new ArrayList<String>();
localNodeBlacklist.add(node);
// put node in black list, so no container assignment
amClient.updateBlacklist(localNodeBlacklist, null);
int allocatedContainerCount = getAllocatedContainersNumber(amClient,
DEFAULT_ITERATION);
// the only node is in blacklist, so no allocation
assertEquals(0, allocatedContainerCount);
// Remove node from blacklist, so get assigned with 2
amClient.updateBlacklist(null, localNodeBlacklist);
ContainerRequest storedContainer2 =
new ContainerRequest(capability, nodes, racks, priority);
amClient.addContainerRequest(storedContainer2);
allocatedContainerCount = getAllocatedContainersNumber(amClient,
DEFAULT_ITERATION);
assertEquals(2, allocatedContainerCount);
// Test in case exception in allocate(), blacklist is kept
assertTrue(amClient.blacklistAdditions.isEmpty());
assertTrue(amClient.blacklistRemovals.isEmpty());
// create a invalid ContainerRequest - memory value is minus
ContainerRequest invalidContainerRequest =
new ContainerRequest(Resource.newInstance(-1024, 1),
nodes, racks, priority);
amClient.addContainerRequest(invalidContainerRequest);
amClient.updateBlacklist(localNodeBlacklist, null);
try {
// allocate() should complain as ContainerRequest is invalid.
amClient.allocate(0.1f);
fail("there should be an exception here.");
} catch (Exception e) {
assertEquals(1, amClient.blacklistAdditions.size());
}
} finally {
if (amClient != null && amClient.getServiceState() == STATE.STARTED) {
amClient.stop();
}
}
}
@Test (timeout=60000)
public void testAMRMClientWithBlacklist() throws YarnException, IOException {
AMRMClientImpl<ContainerRequest> amClient = null;
try {
// start am rm client
amClient =
(AMRMClientImpl<ContainerRequest>) AMRMClient
.<ContainerRequest> createAMRMClient();
amClient.init(conf);
amClient.start();
amClient.registerApplicationMaster("Host", 10000, "");
String[] nodes = {"node1", "node2", "node3"};
// Add nodes[0] and nodes[1]
List<String> nodeList01 = new ArrayList<String>();
nodeList01.add(nodes[0]);
nodeList01.add(nodes[1]);
amClient.updateBlacklist(nodeList01, null);
assertEquals(2, amClient.blacklistAdditions.size());
assertEquals(0, amClient.blacklistRemovals.size());
// Add nodes[0] again, verify it is not added duplicated.
List<String> nodeList02 = new ArrayList<String>();
nodeList02.add(nodes[0]);
nodeList02.add(nodes[2]);
amClient.updateBlacklist(nodeList02, null);
assertEquals(3, amClient.blacklistAdditions.size());
assertEquals(0, amClient.blacklistRemovals.size());
// Add nodes[1] and nodes[2] to removal list,
// Verify addition list remove these two nodes.
List<String> nodeList12 = new ArrayList<String>();
nodeList12.add(nodes[1]);
nodeList12.add(nodes[2]);
amClient.updateBlacklist(null, nodeList12);
assertEquals(1, amClient.blacklistAdditions.size());
assertEquals(2, amClient.blacklistRemovals.size());
// Add nodes[1] again to addition list,
// Verify removal list will remove this node.
List<String> nodeList1 = new ArrayList<String>();
nodeList1.add(nodes[1]);
amClient.updateBlacklist(nodeList1, null);
assertEquals(2, amClient.blacklistAdditions.size());
assertEquals(1, amClient.blacklistRemovals.size());
} finally {
if (amClient != null && amClient.getServiceState() == STATE.STARTED) {
amClient.stop();
}
}
}
private int getAllocatedContainersNumber(
AMRMClientImpl<ContainerRequest> amClient, int iterationsLeft)
throws YarnException, IOException {
int allocatedContainerCount = 0;
while (iterationsLeft-- > 0) {
Log.info(" == alloc " + allocatedContainerCount + " it left " + iterationsLeft);
AllocateResponse allocResponse = amClient.allocate(0.1f);
assertEquals(0, amClient.ask.size());
assertEquals(0, amClient.release.size());
assertEquals(nodeCount, amClient.getClusterNodeCount());
allocatedContainerCount += allocResponse.getAllocatedContainers().size();
if(allocatedContainerCount == 0) {
// sleep to let NM's heartbeat to RM and trigger allocations
sleep(100);
}
}
return allocatedContainerCount;
}
@Test (timeout=60000)
public void testAMRMClient() throws YarnException, IOException {
AMRMClient<ContainerRequest> amClient = null;
try {
// start am rm client
amClient = AMRMClient.<ContainerRequest>createAMRMClient();
//setting an instance NMTokenCache
amClient.setNMTokenCache(new NMTokenCache());
//asserting we are not using the singleton instance cache
Assert.assertNotSame(NMTokenCache.getSingleton(),
amClient.getNMTokenCache());
amClient.init(conf);
amClient.start();
amClient.registerApplicationMaster("Host", 10000, "");
testAllocation((AMRMClientImpl<ContainerRequest>)amClient);
amClient.unregisterApplicationMaster(FinalApplicationStatus.SUCCEEDED,
null, null);
} finally {
if (amClient != null && amClient.getServiceState() == STATE.STARTED) {
amClient.stop();
}
}
}
private void testAllocation(final AMRMClientImpl<ContainerRequest> amClient)
throws YarnException, IOException {
// setup container request
assertEquals(0, amClient.ask.size());
assertEquals(0, amClient.release.size());
amClient.addContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
amClient.addContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
amClient.addContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
amClient.addContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
amClient.removeContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
amClient.removeContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
int containersRequestedNode = amClient.remoteRequestsTable.get(priority)
.get(node).get(capability).remoteRequest.getNumContainers();
int containersRequestedRack = amClient.remoteRequestsTable.get(priority)
.get(rack).get(capability).remoteRequest.getNumContainers();
int containersRequestedAny = amClient.remoteRequestsTable.get(priority)
.get(ResourceRequest.ANY).get(capability).remoteRequest.getNumContainers();
assertEquals(2, containersRequestedNode);
assertEquals(2, containersRequestedRack);
assertEquals(2, containersRequestedAny);
assertEquals(3, amClient.ask.size());
assertEquals(0, amClient.release.size());
// RM should allocate container within 2 calls to allocate()
int allocatedContainerCount = 0;
int iterationsLeft = 3;
Set<ContainerId> releases = new TreeSet<ContainerId>();
amClient.getNMTokenCache().clearCache();
Assert.assertEquals(0, amClient.getNMTokenCache().numberOfTokensInCache());
HashMap<String, Token> receivedNMTokens = new HashMap<String, Token>();
while (allocatedContainerCount < containersRequestedAny
&& iterationsLeft-- > 0) {
AllocateResponse allocResponse = amClient.allocate(0.1f);
assertEquals(0, amClient.ask.size());
assertEquals(0, amClient.release.size());
assertEquals(nodeCount, amClient.getClusterNodeCount());
allocatedContainerCount += allocResponse.getAllocatedContainers().size();
for(Container container : allocResponse.getAllocatedContainers()) {
ContainerId rejectContainerId = container.getId();
releases.add(rejectContainerId);
amClient.releaseAssignedContainer(rejectContainerId);
}
for (NMToken token : allocResponse.getNMTokens()) {
String nodeID = token.getNodeId().toString();
if (receivedNMTokens.containsKey(nodeID)) {
Assert.fail("Received token again for : " + nodeID);
}
receivedNMTokens.put(nodeID, token.getToken());
}
if(allocatedContainerCount < containersRequestedAny) {
// sleep to let NM's heartbeat to RM and trigger allocations
sleep(100);
}
}
// Should receive atleast 1 token
Assert.assertTrue(receivedNMTokens.size() > 0
&& receivedNMTokens.size() <= nodeCount);
assertEquals(allocatedContainerCount, containersRequestedAny);
assertEquals(2, amClient.release.size());
assertEquals(0, amClient.ask.size());
// need to tell the AMRMClient that we dont need these resources anymore
amClient.removeContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
amClient.removeContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
assertEquals(3, amClient.ask.size());
// send 0 container count request for resources that are no longer needed
ResourceRequest snoopRequest = amClient.ask.iterator().next();
assertEquals(0, snoopRequest.getNumContainers());
// test RPC exception handling
amClient.addContainerRequest(new ContainerRequest(capability, nodes,
racks, priority));
amClient.addContainerRequest(new ContainerRequest(capability, nodes,
racks, priority));
snoopRequest = amClient.ask.iterator().next();
assertEquals(2, snoopRequest.getNumContainers());
ApplicationMasterProtocol realRM = amClient.rmClient;
try {
ApplicationMasterProtocol mockRM = mock(ApplicationMasterProtocol.class);
when(mockRM.allocate(any(AllocateRequest.class))).thenAnswer(
new Answer<AllocateResponse>() {
public AllocateResponse answer(InvocationOnMock invocation)
throws Exception {
amClient.removeContainerRequest(
new ContainerRequest(capability, nodes,
racks, priority));
amClient.removeContainerRequest(
new ContainerRequest(capability, nodes, racks, priority));
throw new Exception();
}
});
amClient.rmClient = mockRM;
amClient.allocate(0.1f);
}catch (Exception ioe) {}
finally {
amClient.rmClient = realRM;
}
assertEquals(2, amClient.release.size());
assertEquals(3, amClient.ask.size());
snoopRequest = amClient.ask.iterator().next();
// verify that the remove request made in between makeRequest and allocate
// has not been lost
assertEquals(0, snoopRequest.getNumContainers());
iterationsLeft = 3;
// do a few iterations to ensure RM is not going send new containers
while(!releases.isEmpty() || iterationsLeft-- > 0) {
// inform RM of rejection
AllocateResponse allocResponse = amClient.allocate(0.1f);
// RM did not send new containers because AM does not need any
assertEquals(0, allocResponse.getAllocatedContainers().size());
if(allocResponse.getCompletedContainersStatuses().size() > 0) {
for(ContainerStatus cStatus :allocResponse
.getCompletedContainersStatuses()) {
if(releases.contains(cStatus.getContainerId())) {
assertEquals(cStatus.getState(), ContainerState.COMPLETE);
assertEquals(-100, cStatus.getExitStatus());
releases.remove(cStatus.getContainerId());
}
}
}
if(iterationsLeft > 0) {
// sleep to make sure NM's heartbeat
sleep(100);
}
}
assertEquals(0, amClient.ask.size());
assertEquals(0, amClient.release.size());
}
private void sleep(int sleepTime) {
try {
Thread.sleep(sleepTime);
} catch (InterruptedException e) {
e.printStackTrace();
}
}
}