YARN-7632. Effective min and max resource need to be set for auto created leaf queues upon creation and capacity management. Contributed by Suma Shivaprasad.
This commit is contained in:
Sunil G
parent
a2edc4cbf5
commit
312ceebde8
@ -21,6 +21,8 @@
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import org.apache.hadoop.yarn.api.records.Resource;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.SchedulerDynamicEditException;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.common.QueueEntitlement;
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import org.apache.hadoop.yarn.util.resource.Resources;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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@ -101,14 +103,23 @@ public void reinitializeFromTemplate(AutoCreatedLeafQueueConfig
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private void mergeCapacities(QueueCapacities capacities) {
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for ( String nodeLabel : capacities.getExistingNodeLabels()) {
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this.queueCapacities.setCapacity(nodeLabel,
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queueCapacities.setCapacity(nodeLabel,
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capacities.getCapacity(nodeLabel));
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this.queueCapacities.setAbsoluteCapacity(nodeLabel, capacities
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queueCapacities.setAbsoluteCapacity(nodeLabel, capacities
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.getAbsoluteCapacity(nodeLabel));
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this.queueCapacities.setMaximumCapacity(nodeLabel, capacities
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queueCapacities.setMaximumCapacity(nodeLabel, capacities
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.getMaximumCapacity(nodeLabel));
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this.queueCapacities.setAbsoluteMaximumCapacity(nodeLabel, capacities
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queueCapacities.setAbsoluteMaximumCapacity(nodeLabel, capacities
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.getAbsoluteMaximumCapacity(nodeLabel));
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Resource resourceByLabel = labelManager.getResourceByLabel(nodeLabel,
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csContext.getClusterResource());
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getQueueResourceQuotas().setEffectiveMinResource(nodeLabel,
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Resources.multiply(resourceByLabel,
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queueCapacities.getAbsoluteCapacity(nodeLabel)));
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getQueueResourceQuotas().setEffectiveMaxResource(nodeLabel,
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Resources.multiply(resourceByLabel, queueCapacities
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.getAbsoluteMaximumCapacity(nodeLabel)));
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}
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}
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@ -513,7 +513,7 @@ public void testEffectiveResourceAfterReducingClusterResource()
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}
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@Test
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public void testEffectiveResourceAfterIncreasinClusterResource()
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public void testEffectiveResourceAfterIncreasingClusterResource()
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throws Exception {
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// create conf with basic queue configuration.
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CapacitySchedulerConfiguration csConf = setupComplexQueueConfiguration(
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@ -17,17 +17,25 @@
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*/
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package org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity;
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import com.google.common.collect.ImmutableMap;
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import com.google.common.collect.ImmutableSet;
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import org.apache.commons.lang.math.RandomUtils;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
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import org.apache.hadoop.yarn.api.records.ApplicationId;
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import org.apache.hadoop.yarn.api.records.NodeId;
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import org.apache.hadoop.yarn.api.records.Resource;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.event.AsyncDispatcher;
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import org.apache.hadoop.yarn.event.Event;
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import org.apache.hadoop.yarn.event.EventHandler;
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import org.apache.hadoop.yarn.exceptions.YarnException;
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import org.apache.hadoop.yarn.server.resourcemanager.MockNM;
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import org.apache.hadoop.yarn.server.resourcemanager.MockRM;
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import org.apache.hadoop.yarn.server.resourcemanager.nodelabels
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.NullRMNodeLabelsManager;
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import org.apache.hadoop.yarn.server.resourcemanager.nodelabels.RMNodeLabelsManager;
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import org.apache.hadoop.yarn.server.resourcemanager.placement
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.ApplicationPlacementContext;
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import org.apache.hadoop.yarn.server.resourcemanager.placement
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@ -51,13 +59,17 @@
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event
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.SchedulerEvent;
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import org.apache.hadoop.yarn.server.utils.BuilderUtils;
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import org.apache.hadoop.yarn.util.resource.Resources;
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import org.junit.After;
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import org.junit.Assert;
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import org.junit.Before;
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import java.io.IOException;
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import java.util.ArrayList;
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import java.util.HashMap;
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import java.util.HashSet;
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import java.util.List;
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import java.util.Map;
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import java.util.Set;
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import java.util.concurrent.BlockingQueue;
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import java.util.concurrent.LinkedBlockingQueue;
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@ -73,13 +85,14 @@
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.capacity.CapacitySchedulerConfiguration.FAIR_APP_ORDERING_POLICY;
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import static org.junit.Assert.assertEquals;
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import static org.junit.Assert.assertNotNull;
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import static org.junit.Assert.assertTrue;
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import static org.junit.Assert.fail;
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public class TestCapacitySchedulerAutoCreatedQueueBase {
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private static final Log LOG = LogFactory.getLog(
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TestCapacitySchedulerAutoCreatedQueueBase.class);
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public final int GB = 1024;
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public static final int GB = 1024;
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public final static ContainerUpdates NULL_UPDATE_REQUESTS =
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new ContainerUpdates();
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@ -107,6 +120,12 @@ public class TestCapacitySchedulerAutoCreatedQueueBase {
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public static final float C1_CAPACITY = 20f;
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public static final float C2_CAPACITY = 20f;
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public static final int NODE_MEMORY = 16;
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public static final int NODE1_VCORES = 16;
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public static final int NODE2_VCORES = 32;
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public static final int NODE3_VCORES = 48;
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public static final String USER = "user_";
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public static final String USER0 = USER + 0;
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public static final String USER1 = USER + 1;
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@ -120,6 +139,9 @@ public class TestCapacitySchedulerAutoCreatedQueueBase {
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public static final String NODEL_LABEL_SSD = "SSD";
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protected MockRM mockRM = null;
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protected MockNM nm1 = null;
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protected MockNM nm2 = null;
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protected MockNM nm3 = null;
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protected CapacityScheduler cs;
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private final TestCapacityScheduler tcs = new TestCapacityScheduler();
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protected SpyDispatcher dispatcher;
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@ -163,16 +185,43 @@ public void setUp() throws Exception {
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setupQueueMappings(conf);
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mockRM = new MockRM(conf);
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cs = (CapacityScheduler) mockRM.getResourceScheduler();
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dispatcher = new SpyDispatcher();
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rmAppEventEventHandler = new SpyDispatcher.SpyRMAppEventHandler();
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dispatcher.register(RMAppEventType.class, rmAppEventEventHandler);
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RMNodeLabelsManager mgr = setupNodeLabelManager(conf);
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mockRM = new MockRM(conf) {
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protected RMNodeLabelsManager createNodeLabelManager() {
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return mgr;
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}
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};
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cs = (CapacityScheduler) mockRM.getResourceScheduler();
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cs.updatePlacementRules();
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mockRM.start();
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cs.start();
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setupNodes(mockRM);
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}
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protected void setupNodes(MockRM newMockRM) throws Exception {
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nm1 = // label = SSD
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new MockNM("h1:1234", NODE_MEMORY * GB, NODE1_VCORES, newMockRM
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.getResourceTrackerService());
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nm1.registerNode();
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nm2 = // label = GPU
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new MockNM("h2:1234", NODE_MEMORY * GB, NODE2_VCORES, newMockRM
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.getResourceTrackerService
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());
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nm2.registerNode();
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nm3 = // label = ""
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new MockNM("h3:1234", NODE_MEMORY * GB, NODE3_VCORES, newMockRM
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.getResourceTrackerService
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());
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nm3.registerNode();
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}
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public static CapacitySchedulerConfiguration setupQueueMappings(
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@ -340,21 +389,23 @@ protected List<UserGroupMappingPlacementRule.QueueMapping> setupQueueMapping(
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return queueMappings;
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}
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protected MockRM setupSchedulerInstance() {
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protected MockRM setupSchedulerInstance() throws Exception {
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CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
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setupQueueConfiguration(conf);
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conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class,
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ResourceScheduler.class);
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List<String> queuePlacementRules = new ArrayList<String>();
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queuePlacementRules.add(YarnConfiguration.USER_GROUP_PLACEMENT_RULE);
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conf.setQueuePlacementRules(queuePlacementRules);
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setupQueueMappings(conf);
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MockRM newMockRM = new MockRM(conf);
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RMNodeLabelsManager mgr = setupNodeLabelManager(conf);
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MockRM newMockRM = new MockRM(conf) {
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protected RMNodeLabelsManager createNodeLabelManager() {
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return mgr;
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}
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};
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newMockRM.start();
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((CapacityScheduler) newMockRM.getResourceScheduler()).start();
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setupNodes(newMockRM);
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return newMockRM;
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}
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@ -390,6 +441,21 @@ static String getQueueMapping(String parentQueue, String leafQueue) {
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return parentQueue + DOT + leafQueue;
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}
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protected RMNodeLabelsManager setupNodeLabelManager(
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CapacitySchedulerConfiguration conf) throws IOException {
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final RMNodeLabelsManager mgr = new NullRMNodeLabelsManager();
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mgr.init(conf);
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mgr.addToCluserNodeLabelsWithDefaultExclusivity(
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ImmutableSet.of(NODEL_LABEL_SSD, NODEL_LABEL_GPU));
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mgr.addLabelsToNode(ImmutableMap
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.of(NodeId.newInstance("h1", 0),
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TestUtils.toSet(NODEL_LABEL_SSD)));
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mgr.addLabelsToNode(ImmutableMap
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.of(NodeId.newInstance("h2", 0),
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TestUtils.toSet(NODEL_LABEL_GPU)));
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return mgr;
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}
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protected ApplicationAttemptId submitApp(CapacityScheduler newCS, String user,
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String queue, String parentQueue) {
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ApplicationId appId = BuilderUtils.newApplicationId(1, 1);
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@ -460,8 +526,19 @@ protected void validateInitialQueueEntitlement(
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AutoCreatedLeafQueue leafQueue =
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(AutoCreatedLeafQueue) capacityScheduler.getQueue(leafQueueName);
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Map<String, QueueEntitlement> expectedEntitlements = new HashMap<>();
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QueueCapacities cap = autoCreateEnabledParentQueue.getLeafQueueTemplate()
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.getQueueCapacities();
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for (String label : accessibleNodeLabelsOnC) {
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validateCapacitiesByLabel(autoCreateEnabledParentQueue, leafQueue, label);
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QueueEntitlement expectedEntitlement = new QueueEntitlement(
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cap.getCapacity(label), cap.getMaximumCapacity(label));
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expectedEntitlements.put(label, expectedEntitlement);
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validateEffectiveMinResource(leafQueue, label, expectedEntitlements);
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}
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assertEquals(true, policy.isActive(leafQueue));
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@ -480,6 +557,28 @@ protected void validateCapacitiesByLabel(
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leafQueue.getQueueCapacities().getMaximumCapacity(label), EPSILON);
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}
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protected void validateEffectiveMinResource(CSQueue leafQueue,
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String label, Map<String, QueueEntitlement> expectedQueueEntitlements) {
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ManagedParentQueue parentQueue = (ManagedParentQueue) leafQueue.getParent();
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Resource resourceByLabel = mockRM.getRMContext().getNodeLabelManager().
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getResourceByLabel(label, cs.getClusterResource());
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Resource effMinCapacity = Resources.multiply(resourceByLabel,
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expectedQueueEntitlements.get(label).getCapacity() * parentQueue
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.getQueueCapacities().getAbsoluteCapacity(label));
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assertEquals(effMinCapacity, Resources.multiply(resourceByLabel,
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leafQueue.getQueueCapacities().getAbsoluteCapacity(label)));
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assertEquals(effMinCapacity, leafQueue.getEffectiveCapacity(label));
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if (leafQueue.getQueueCapacities().getAbsoluteCapacity(label) > 0) {
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assertTrue(Resources
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.greaterThan(cs.getResourceCalculator(), cs.getClusterResource(),
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effMinCapacity, Resources.none()));
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} else{
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assertTrue(Resources.equals(effMinCapacity, Resources.none()));
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}
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}
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protected void validateActivatedQueueEntitlement(CSQueue parentQueue,
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String leafQueueName, float expectedTotalChildQueueAbsCapacity,
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List<QueueManagementChange> queueManagementChanges)
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@ -552,6 +651,8 @@ private void validateQueueEntitlementChangesForLeafQueue(CSQueue leafQueue,
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QueueEntitlement expectedQueueEntitlement,
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final List<QueueManagementChange> queueEntitlementChanges) {
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boolean found = false;
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Map<String, QueueEntitlement> expectedQueueEntitlements = new HashMap<>();
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for (QueueManagementChange entitlementChange : queueEntitlementChanges) {
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if (leafQueue.getQueueName().equals(
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entitlementChange.getQueue().getQueueName())) {
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@ -565,6 +666,9 @@ private void validateQueueEntitlementChangesForLeafQueue(CSQueue leafQueue,
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updatedQueueTemplate.getQueueCapacities()
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.getMaximumCapacity(label));
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assertEquals(expectedQueueEntitlement, newEntitlement);
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expectedQueueEntitlements.put(label, expectedQueueEntitlement);
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validateEffectiveMinResource(leafQueue, label,
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expectedQueueEntitlements);
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}
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found = true;
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break;
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@ -24,6 +24,7 @@
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import org.apache.hadoop.yarn.api.records.ContainerId;
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import org.apache.hadoop.yarn.api.records.Priority;
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import org.apache.hadoop.yarn.api.records.QueueState;
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import org.apache.hadoop.yarn.api.records.Resource;
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import org.apache.hadoop.yarn.api.records.ResourceRequest;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.factories.RecordFactory;
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@ -64,6 +65,8 @@
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import org.apache.hadoop.yarn.server.resourcemanager.security
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.RMContainerTokenSecretManager;
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import org.apache.hadoop.yarn.server.utils.BuilderUtils;
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import org.apache.hadoop.yarn.util.resource.Resources;
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import org.junit.Assert;
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import org.junit.Test;
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import java.io.IOException;
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@ -91,12 +94,19 @@ public class TestCapacitySchedulerAutoQueueCreation
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private static final Log LOG = LogFactory.getLog(
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TestCapacitySchedulerAutoQueueCreation.class);
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private static final Resource TEMPLATE_MAX_RES = Resource.newInstance(16 *
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GB,
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48);
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private static final Resource TEMPLATE_MIN_RES = Resource.newInstance(1638,
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4);
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@Test(timeout = 10000)
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public void testAutoCreateLeafQueueCreation() throws Exception {
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try {
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// submit an app
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submitApp(cs, USER0, USER0, PARENT_QUEUE);
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submitApp(mockRM, cs.getQueue(PARENT_QUEUE), USER0, USER0, 1, 1);
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// check preconditions
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List<ApplicationAttemptId> appsInC = cs.getAppsInQueue(PARENT_QUEUE);
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@ -419,7 +429,7 @@ public void testParentQueueUpdateInQueueMappingFailsAfterAutoCreation()
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@Test
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public void testAutoCreationFailsWhenParentCapacityExceeded()
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throws IOException, SchedulerDynamicEditException {
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throws Exception {
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MockRM newMockRM = setupSchedulerInstance();
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CapacityScheduler newCS =
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(CapacityScheduler) newMockRM.getResourceScheduler();
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@ -468,11 +478,6 @@ public void testAutoCreationFailsWhenParentCapacityExceeded()
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public void testAutoCreatedQueueActivationDeactivation() throws Exception {
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try {
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String host = "127.0.0.1";
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RMNode node = MockNodes.newNodeInfo(0, MockNodes.newResource(4 * GB), 1,
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host);
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cs.handle(new NodeAddedSchedulerEvent(node));
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CSQueue parentQueue = cs.getQueue(PARENT_QUEUE);
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//submit app1 as USER1
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@ -530,6 +535,100 @@ public void testAutoCreatedQueueActivationDeactivation() throws Exception {
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}
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}
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@Test
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public void testClusterResourceUpdationOnAutoCreatedLeafQueues() throws
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Exception {
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MockRM newMockRM = setupSchedulerInstance();
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try {
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CapacityScheduler newCS =
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(CapacityScheduler) newMockRM.getResourceScheduler();
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CSQueue parentQueue = newCS.getQueue(PARENT_QUEUE);
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//submit app1 as USER1
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submitApp(newMockRM, parentQueue, USER1, USER1, 1, 1);
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validateInitialQueueEntitlement(newCS, parentQueue, USER1, 0.1f);
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CSQueue user1LeafQueue = newCS.getQueue(USER1);
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//submit another app2 as USER2
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submitApp(newMockRM, parentQueue, USER2, USER2, 2, 1);
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validateInitialQueueEntitlement(newCS, parentQueue, USER2, 0.2f);
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CSQueue user2LeafQueue = newCS.getQueue(USER2);
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//validate total activated abs capacity remains the same
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GuaranteedOrZeroCapacityOverTimePolicy autoCreatedQueueManagementPolicy =
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(GuaranteedOrZeroCapacityOverTimePolicy) ((ManagedParentQueue)
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parentQueue)
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.getAutoCreatedQueueManagementPolicy();
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assertEquals(autoCreatedQueueManagementPolicy
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.getAbsoluteActivatedChildQueueCapacity(), 0.2f, EPSILON);
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//submit user_3 app. This cant be scheduled since there is no capacity
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submitApp(newMockRM, parentQueue, USER3, USER3, 3, 1);
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final CSQueue user3LeafQueue = newCS.getQueue(USER3);
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validateCapacities((AutoCreatedLeafQueue) user3LeafQueue, 0.0f, 0.0f,
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1.0f, 1.0f);
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assertEquals(autoCreatedQueueManagementPolicy
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.getAbsoluteActivatedChildQueueCapacity(), 0.2f, EPSILON);
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// add new NM.
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newMockRM.registerNode("127.0.0.3:1234", 125 * GB, 20);
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// There will be change in effective resource when nodes are added
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// since we deal with percentages
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Resource MAX_RES = Resources.addTo(TEMPLATE_MAX_RES,
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Resources.createResource(125 * GB, 20));
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Resource MIN_RES = Resources.createResource(14438, 6);
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Assert.assertEquals("Effective Min resource for USER3 is not correct",
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Resources.none(),
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user3LeafQueue.getQueueResourceQuotas().getEffectiveMinResource());
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Assert.assertEquals("Effective Max resource for USER3 is not correct",
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MAX_RES,
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user3LeafQueue.getQueueResourceQuotas().getEffectiveMaxResource());
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Assert.assertEquals("Effective Min resource for USER2 is not correct",
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MIN_RES,
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user1LeafQueue.getQueueResourceQuotas().getEffectiveMinResource());
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Assert.assertEquals("Effective Max resource for USER2 is not correct",
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MAX_RES,
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user1LeafQueue.getQueueResourceQuotas().getEffectiveMaxResource());
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Assert.assertEquals("Effective Min resource for USER1 is not correct",
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MIN_RES,
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user2LeafQueue.getQueueResourceQuotas().getEffectiveMinResource());
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Assert.assertEquals("Effective Max resource for USER1 is not correct",
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MAX_RES,
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user2LeafQueue.getQueueResourceQuotas().getEffectiveMaxResource());
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// unregister one NM.
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newMockRM.unRegisterNode(nm3);
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Resource MIN_RES_UPDATED = Resources.createResource(12800, 2);
|
||||
Resource MAX_RES_UPDATED = Resources.createResource(128000, 20);
|
||||
|
||||
// After loosing one NM, resources will reduce
|
||||
Assert.assertEquals("Effective Min resource for USER2 is not correct",
|
||||
MIN_RES_UPDATED,
|
||||
user1LeafQueue.getQueueResourceQuotas().getEffectiveMinResource());
|
||||
Assert.assertEquals("Effective Max resource for USER2 is not correct",
|
||||
MAX_RES_UPDATED,
|
||||
user2LeafQueue.getQueueResourceQuotas().getEffectiveMaxResource());
|
||||
|
||||
} finally {
|
||||
cleanupQueue(USER1);
|
||||
cleanupQueue(USER2);
|
||||
cleanupQueue(USER3);
|
||||
if (newMockRM != null) {
|
||||
((CapacityScheduler) newMockRM.getResourceScheduler()).stop();
|
||||
newMockRM.stop();
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testAutoCreatedQueueInheritsNodeLabels() throws Exception {
|
||||
|
||||
@ -559,11 +658,6 @@ public void testReinitializeQueuesWithAutoCreatedLeafQueues()
|
||||
(CapacityScheduler) newMockRM.getResourceScheduler();
|
||||
CapacitySchedulerConfiguration conf = newCS.getConfiguration();
|
||||
|
||||
String host = "127.0.0.1";
|
||||
RMNode node = MockNodes.newNodeInfo(0, MockNodes.newResource(4 * GB), 1,
|
||||
host);
|
||||
newCS.handle(new NodeAddedSchedulerEvent(node));
|
||||
|
||||
CSQueue parentQueue = newCS.getQueue(PARENT_QUEUE);
|
||||
|
||||
//submit app1 as USER1
|
||||
|
||||
Loading…
Reference in New Issue
Block a user