YARN-11520. Support capacity vector for AQCv2 dynamic templates. (#5871)
This commit is contained in:
Benjamin Teke
GitHub
parent
d1c52bffbd
commit
6dafd53626
@ -349,7 +349,7 @@ protected void setupQueueConfigs(Resource clusterResource) throws
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this.acls = configuration.getAcls(getQueuePath());
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if (isDynamicQueue() || this instanceof AbstractAutoCreatedLeafQueue) {
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setDynamicQueueProperties();
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parseAndSetDynamicTemplates();
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setDynamicQueueACLProperties();
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}
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@ -389,21 +389,14 @@ protected void setupQueueConfigs(Resource clusterResource) throws
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this.queueNodeLabelsSettings.getConfiguredNodeLabels(),
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QueueCapacityVector.newInstance());
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// Preserving the capacities set by Entitlements, see: ReservationSystem.md
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if (this instanceof ReservationQueue ||
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this instanceof PlanQueue) {
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for (final String label : queueNodeLabelsSettings.getConfiguredNodeLabels()) {
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setConfiguredMinCapacityVector(label,
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QueueCapacityVector.of(queueCapacities.getCapacity(label) * 100,
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QueueCapacityVector.ResourceUnitCapacityType.PERCENTAGE));
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setConfiguredMaxCapacityVector(label,
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QueueCapacityVector.of(queueCapacities.getMaximumCapacity(label) * 100,
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QueueCapacityVector.ResourceUnitCapacityType.PERCENTAGE));
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}
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}
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// Manually sets the capacity vector for:
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// 1. Dynamic queues that have no configured capacity vectors defined by templates
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// 2. ReservationQueue and PlanQueue instances which have their capacities set by entitlements and need to be
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// preserved during a restart, see: ReservationSystem.md
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overrideCapacityVectorsForSpecialQueues(label);
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// Re-adjust weight when mixed capacity type is used. 5w == [memory=5w, vcores=5w]
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for (final String label : queueNodeLabelsSettings.getConfiguredNodeLabels()) {
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final QueueCapacityVector capacityVector = configuredCapacityVectors.get(label);
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final Set<QueueCapacityVector.ResourceUnitCapacityType> definedCapacityTypes =
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capacityVector.getDefinedCapacityTypes();
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@ -444,12 +437,10 @@ protected void setupQueueConfigs(Resource clusterResource) throws
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/**
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* Set properties specific to dynamic queues.
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*/
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protected void setDynamicQueueProperties() {
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// Set properties from parent template
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if (parent instanceof AbstractParentQueue && isDynamicQueue()) {
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protected void parseAndSetDynamicTemplates() {
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// Set the template properties from the parent to the queuepath of the child
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((AbstractParentQueue) parent).getAutoCreatedQueueTemplate()
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.setTemplateEntriesForChild(queueContext.getConfiguration(), getQueuePath(),
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this instanceof AbstractLeafQueue);
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.setTemplateEntriesForChild(queueContext.getConfiguration(), getQueuePath(), this instanceof AbstractLeafQueue);
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String parentTemplate = String.format("%s.%s", parent.getQueuePath(),
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AutoCreatedQueueTemplate.AUTO_QUEUE_TEMPLATE_PREFIX);
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@ -459,28 +450,33 @@ protected void setDynamicQueueProperties() {
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.getConfiguredNodeLabelsForAllQueues()
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.getLabelsByQueue(parentTemplate);
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if (parentNodeLabels != null) {
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if (parentNodeLabels.size() > 1) {
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if (parentNodeLabels != null && parentNodeLabels.size() > 1) {
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queueContext.getQueueManager().getConfiguredNodeLabelsForAllQueues()
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.setLabelsByQueue(getQueuePath(), new HashSet<>(parentNodeLabels));
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}
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// For dynamic queue, we will set weight to 1 every time, because it
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// is possible new labels added to the parent.
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for (String label : parentNodeLabels) {
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float weightByLabel = queueContext.getConfiguration()
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.getLabeledQueueWeight(queuePath, label);
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if (weightByLabel == -1) {
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queueContext.getConfiguration()
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.setLabeledQueueWeight(queuePath.getFullPath(), label, 1);
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}
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}
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}
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}
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}
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protected void setDynamicQueueACLProperties() {
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}
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protected void overrideCapacityVectorsForSpecialQueues(String label) {
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if (this instanceof ReservationQueue || this instanceof PlanQueue) {
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setConfiguredMinCapacityVector(label,
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QueueCapacityVector.of(queueCapacities.getCapacity(label) * 100,
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QueueCapacityVector.ResourceUnitCapacityType.PERCENTAGE));
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setConfiguredMaxCapacityVector(label,
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QueueCapacityVector.of(queueCapacities.getMaximumCapacity(label) * 100,
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QueueCapacityVector.ResourceUnitCapacityType.PERCENTAGE));
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} else if (isDynamicQueue()) {
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if (this.configuredCapacityVectors == null || this.configuredCapacityVectors.get(label).isEmpty()) {
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setConfiguredMinCapacityVector(label, QueueCapacityVector.of(1,
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QueueCapacityVector.ResourceUnitCapacityType.WEIGHT));
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setConfiguredMaxCapacityVector(label, QueueCapacityVector.of(100,
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QueueCapacityVector.ResourceUnitCapacityType.PERCENTAGE));
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}
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}
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}
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private UserWeights getUserWeightsFromHierarchy() {
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UserWeights unionInheritedWeights = UserWeights.createEmpty();
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CSQueue parentQ = parent;
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@ -1701,13 +1701,13 @@ protected boolean canAssignToUser(Resource clusterResource,
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}
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@Override
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protected void setDynamicQueueProperties() {
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protected void parseAndSetDynamicTemplates() {
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// set to -1, to disable it
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queueContext.getConfiguration().setUserLimitFactor(getQueuePath(), -1);
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// Set Max AM percentage to a higher value
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queueContext.getConfiguration().setMaximumApplicationMasterResourcePerQueuePercent(
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getQueuePath(), 1f);
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super.setDynamicQueueProperties();
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super.parseAndSetDynamicTemplates();
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}
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@Override
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@ -136,7 +136,7 @@ public void validateConfigurations(AutoCreatedLeafQueueConfig template)
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}
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@Override
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protected void setDynamicQueueProperties() {
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protected void parseAndSetDynamicTemplates() {
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String parentTemplate = String.format("%s.%s", getParent().getQueuePath(),
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CapacitySchedulerConfiguration
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.AUTO_CREATED_LEAF_QUEUE_TEMPLATE_PREFIX);
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@ -0,0 +1,325 @@
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/**
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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* <p>
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* http://www.apache.org/licenses/LICENSE-2.0
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* <p>
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.exceptions.YarnException;
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import org.apache.hadoop.yarn.nodelabels.CommonNodeLabelsManager;
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import org.apache.hadoop.yarn.server.resourcemanager.MockRM;
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import org.apache.hadoop.yarn.server.resourcemanager.nodelabels.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.scheduler.ResourceScheduler;
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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 org.junit.Test;
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import java.io.IOException;
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import static org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.CSQueueUtils.EPSILON;
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public class TestCapacitySchedulerNewQueueAutoCreationWithCapacityVectors
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extends TestCapacitySchedulerAutoCreatedQueueBase {
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public static final int GB = 1024;
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private static final String NL = CommonNodeLabelsManager.NO_LABEL;
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private MockRM mockRM = null;
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private CapacityScheduler cs;
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private CapacitySchedulerConfiguration csConf;
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private CapacitySchedulerQueueManager autoQueueHandler;
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public CapacityScheduler getCs() {
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return cs;
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}
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/*
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Create the following structure:
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root
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/ | \
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a b e
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/
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a1
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*/
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@Before
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public void setUp() throws Exception {
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csConf = new CapacitySchedulerConfiguration();
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csConf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class,
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ResourceScheduler.class);
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csConf.setLegacyQueueModeEnabled(false);
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}
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@After
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public void tearDown() {
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if (mockRM != null) {
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mockRM.stop();
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}
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}
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protected void startScheduler() throws Exception {
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RMNodeLabelsManager mgr = new NullRMNodeLabelsManager();
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mgr.init(csConf);
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mockRM = new MockRM(csConf) {
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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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autoQueueHandler = cs.getCapacitySchedulerQueueManager();
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mockRM.registerNode("h1:1234", 32000, 32); // label = x
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}
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private void createPercentageConfig() {
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// root
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// - a 25%
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// a and root has AQCv2 enabled
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csConf.setQueues(CapacitySchedulerConfiguration.ROOT, new String[]{"a"});
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csConf.setCapacity(A, 25f);
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csConf.setAutoQueueCreationV2Enabled(CapacitySchedulerConfiguration.ROOT, true);
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csConf.setAutoQueueCreationV2Enabled(A, true);
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// Set up dynamic queue templates
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csConf.set(getTemplateKey(CapacitySchedulerConfiguration.ROOT, "capacity"), "6.25");
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csConf.set(getLeafTemplateKey(A, "capacity"), "[memory=25%, vcores=50%]");
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}
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private void createAbsoluteConfig() {
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// root
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// - a [memory=8000, vcores=8]
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// a and root has AQCv2 enabled
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csConf.setQueues(CapacitySchedulerConfiguration.ROOT, new String[]{"a"});
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csConf.setCapacity(A, "[memory=8000, vcores=8]");
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csConf.setAutoQueueCreationV2Enabled(CapacitySchedulerConfiguration.ROOT, true);
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csConf.setAutoQueueCreationV2Enabled(A, true);
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// Set up dynamic queue templates
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csConf.set(getTemplateKey(CapacitySchedulerConfiguration.ROOT, "capacity"), "[memory=2000mb, vcores=2]");
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csConf.set(getLeafTemplateKey(A, "capacity"), "[memory=2000, vcores=4]");
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}
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private void createMixedConfig() {
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// root
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// - a [memory=10%, vcores=1]
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// - a1 [memory=100%, vcores=100%]
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// - a2-auto [memory=2048, vcores=2]
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// - b [memory=1024, vcores=10%]
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// - c-auto [memory=1w, vcores=1w]
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// - d [memory=20%, vcores=20%]
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// - d1-auto [memory=10%, vcores=1]
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// - e-auto [memory=1w, vcores=10]
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// - e1-auto [memory=2048, vcores=2]
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// Set up static queues
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csConf.setQueues(CapacitySchedulerConfiguration.ROOT, new String[]{"a", "b", "d"});
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csConf.setCapacityVector(A, NL, "[memory=10%, vcores=2]");
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csConf.setCapacityVector(B, NL, "[memory=2000, vcores=10%]");
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csConf.setCapacityVector(D, NL, "[memory=10%, vcores=10%]");
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csConf.setQueues(A, new String[]{"a1"});
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csConf.setCapacityVector(A1, NL, "[memory=100%, vcores=100%]");
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csConf.setAutoQueueCreationV2Enabled(CapacitySchedulerConfiguration.ROOT, true);
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csConf.setAutoQueueCreationV2Enabled(A, true);
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csConf.setAutoQueueCreationV2Enabled(D, true);
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// Set up dynamic queue templates
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csConf.set(getTemplateKey(CapacitySchedulerConfiguration.ROOT, "capacity"), "[memory=2w, vcores=5w]");
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csConf.set(getParentTemplateKey(CapacitySchedulerConfiguration.ROOT, "capacity"), "[memory=2w, vcores=10]");
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csConf.set(getLeafTemplateKey(CapacitySchedulerConfiguration.ROOT + ".*", "capacity"), "[memory=2000, vcores=2]");
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csConf.set(getLeafTemplateKey(D, "capacity"), "[memory=1000, vcores=1]");
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}
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/*
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Create and validate the following structure with percentage only resource vectors:
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root
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┌────┴────┐
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a b-auto
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a1-auto
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*/
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@Test
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public void testBasicPercentageConfiguration() throws Exception {
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createPercentageConfig();
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startScheduler();
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validateBasicConfiguration();
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}
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/*
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Create and validate the following structure with absolute resource configuration:
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root
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┌────┴────┐
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a b-auto
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a1-auto
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*/
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@Test
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public void testBasicAbsoluteConfiguration() throws Exception {
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createAbsoluteConfig();
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startScheduler();
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validateBasicConfiguration();
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}
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private void validateBasicConfiguration() throws Exception {
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CSQueue a = cs.getQueue(A);
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Assert.assertEquals(8 / 32f, a.getAbsoluteCapacity(), EPSILON);
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Assert.assertEquals(-1f, a.getQueueCapacities().getWeight(), EPSILON);
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Assert.assertEquals(8000,
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a.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(8,
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a.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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createQueue("root.b-auto");
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CSQueue bAuto = cs.getQueue("root.b-auto");
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Assert.assertEquals(2 / 32f, bAuto.getAbsoluteCapacity(), EPSILON);
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Assert.assertEquals(-1f, bAuto.getQueueCapacities().getWeight(), EPSILON);
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Assert.assertEquals(2000,
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bAuto.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(2,
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bAuto.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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Assert.assertEquals(((LeafQueue) bAuto).getUserLimitFactor(), -1, EPSILON);
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Assert.assertEquals(((LeafQueue) bAuto).getMaxAMResourcePerQueuePercent(), 1, EPSILON);
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createQueue("root.a.a1-auto");
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CSQueue a1Auto = cs.getQueue("root.a.a1-auto");
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Assert.assertEquals(2 / 32f, a1Auto.getAbsoluteCapacity(), EPSILON);
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Assert.assertEquals(-1f, a1Auto.getQueueCapacities().getWeight(), EPSILON);
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Assert.assertEquals(2000,
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a1Auto.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(4,
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a1Auto.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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Assert.assertEquals(((LeafQueue) a1Auto).getUserLimitFactor(), -1, EPSILON);
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Assert.assertEquals(((LeafQueue) a1Auto).getMaxAMResourcePerQueuePercent(), 1, EPSILON);
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}
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/*
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Create and validate the following structure with mixed resource vectors and non-legacy queue mode:
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root
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┌─────┬────────┬─────┴─────┬─────────┐
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a b c-auto e-auto d
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| | |
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a1 e1-auto d1-auto
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*/
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@Test
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public void testMixedFlexibleConfiguration() throws Exception {
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createMixedConfig();
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startScheduler();
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createQueue("root.c-auto");
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// Check if queue c-auto got created
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CSQueue cAuto = cs.getQueue("root.c-auto");
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// At this point queues a, b, d exists, ant c-auto was just created
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// b takes 2000 MB from the cluster, a and d take up 10 + 10 = 20% (6000 MB, 6 vcore), so c-auto should get the rest
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// (24000 MB, 24 vcore) because it's the only one with configured weights
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Assert.assertEquals(24 / 32f, cAuto.getAbsoluteCapacity(), EPSILON);
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Assert.assertEquals(-1f, cAuto.getQueueCapacities().getWeight(), EPSILON);
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Assert.assertEquals(24000,
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cAuto.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(24,
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cAuto.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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Assert.assertEquals(((LeafQueue) cAuto).getUserLimitFactor(), -1, EPSILON);
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Assert.assertEquals(((LeafQueue) cAuto).getMaxAMResourcePerQueuePercent(), 1, EPSILON);
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// Now add another queue-d, in the same hierarchy
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createQueue("root.d.d1-auto");
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// Because queue-d has the same weight of other sibling queue, its abs cap
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// become 1/4
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CSQueue dAuto = cs.getQueue("root.d.d1-auto");
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// d1-auto should get 1000 MB, 1 vcore
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Assert.assertEquals(1 / 32f, dAuto.getAbsoluteCapacity(), EPSILON);
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Assert.assertEquals(-1f, dAuto.getQueueCapacities().getWeight(), EPSILON);
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Assert.assertEquals(1000,
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dAuto.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(1,
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dAuto.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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createQueue("root.a.a2-auto");
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CSQueue a2Auto = cs.getQueue("root.a.a2-auto");
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Assert.assertEquals(2 / 32f, a2Auto.getAbsoluteCapacity(), EPSILON);
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Assert.assertEquals(-1f, a2Auto.getQueueCapacities().getWeight(), EPSILON);
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Assert.assertEquals(2000,
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a2Auto.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(2,
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a2Auto.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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// Absolute requests take precedence over percentage and weight, hence a1 should have 1000 MB, 0 vcore
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CSQueue a1 = cs.getQueue("root.a.a1");
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Assert.assertEquals(1000,
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a1.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(0,
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a1.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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createQueue("root.e-auto.e1-auto");
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// e-auto has weights configured, so it will share the remaining resources with c-auto
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CSQueue eAuto = cs.getQueue("root.e-auto");
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Assert.assertEquals(12 / 32f, eAuto.getAbsoluteCapacity(), EPSILON);
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Assert.assertEquals(-1f, eAuto.getQueueCapacities().getWeight(), EPSILON);
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Assert.assertEquals(12000,
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eAuto.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(10,
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eAuto.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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// Now we check queue c-auto again, it should have shared its resources with e-auto
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Assert.assertEquals(12 / 32f, cAuto.getAbsoluteCapacity(), EPSILON);
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Assert.assertEquals(-1f, cAuto.getQueueCapacities().getWeight(), EPSILON);
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Assert.assertEquals(12000,
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cAuto.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
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Assert.assertEquals(16,
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cAuto.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
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// Under e, there's only one queue, so e1 should have what it's asking for
|
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CSQueue e1Auto = cs.getQueue("root.e-auto.e1-auto");
|
||||
Assert.assertEquals(2 / 32f, e1Auto.getAbsoluteCapacity(), EPSILON);
|
||||
Assert.assertEquals(-1f, e1Auto.getQueueCapacities().getWeight(), EPSILON);
|
||||
Assert.assertEquals(2000,
|
||||
e1Auto.getQueueResourceQuotas().getEffectiveMinResource().getMemorySize());
|
||||
Assert.assertEquals(2,
|
||||
e1Auto.getQueueResourceQuotas().getEffectiveMinResource().getVirtualCores());
|
||||
}
|
||||
|
||||
protected AbstractLeafQueue createQueue(String queuePath) throws YarnException,
|
||||
IOException {
|
||||
return autoQueueHandler.createQueue(new QueuePath(queuePath));
|
||||
}
|
||||
|
||||
private String getTemplateKey(String queuePath, String entryKey) {
|
||||
return CapacitySchedulerConfiguration.getQueuePrefix(queuePath)
|
||||
+ AutoCreatedQueueTemplate.AUTO_QUEUE_TEMPLATE_PREFIX + entryKey;
|
||||
}
|
||||
|
||||
private String getParentTemplateKey(String queuePath, String entryKey) {
|
||||
return CapacitySchedulerConfiguration.getQueuePrefix(queuePath)
|
||||
+ AutoCreatedQueueTemplate.AUTO_QUEUE_PARENT_TEMPLATE_PREFIX + entryKey;
|
||||
}
|
||||
|
||||
private String getLeafTemplateKey(String queuePath, String entryKey) {
|
||||
return CapacitySchedulerConfiguration.getQueuePrefix(queuePath)
|
||||
+ AutoCreatedQueueTemplate.AUTO_QUEUE_LEAF_TEMPLATE_PREFIX + entryKey;
|
||||
}
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user